90 results on '"Shantanu Banerji"'
Search Results
2. The continually evolving landscape of novel therapies in oncogene-driven advanced non-small-cell lung cancer
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Barbara Melosky, Rosalyn A. Juergens, Shantanu Banerji, Adrian Sacher, Paul Wheatley-Price, Stephanie Snow, Ming-Sound Tsao, Natasha B. Leighl, Ilidio Martins, Parneet Cheema, Geoffrey Liu, and Quincy S. C. Chu
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Non-small-cell lung cancer (NSCLC) is a highly heterogeneous disease that is frequently associated with a host of known oncogenic alterations. Advances in molecular diagnostics and drug development have facilitated the targeting of novel alterations such that the majority of NSCLC patients have driver mutations that are now clinically actionable. The goal of this review is to gain insights into clinical research and development principles by summary, analysis, and discussion of data on agents targeting known alterations in oncogene-driven, advanced NSCLC beyond those in the epidermal growth factor receptor (EGFR) and the anaplastic lymphoma kinase (ALK) . A search of published and presented literature was conducted to identify prospective trials and integrated analyses reporting outcomes for agents targeting driver gene alterations (except those in EGFR and ALK ) in molecularly selected, advanced NSCLC. Clinical efficacy data were extracted from eligible reports and summarized in text and tables. Findings show that research into alteration-directed therapies in oncogene-driven, advanced NSCLC is an extremely active research field. Ongoing research focuses on the expansion of new agents targeting both previously identified targets (particularly hepatocyte growth factor receptor (MET), human epidermal growth factor receptor 2 (HER2), and Kirsten rat sarcoma viral oncogene homolog (KRAS)) as well as novel, potentially actionable targets (such as neuregulin-1 (NRG1) and phosphatidylinositol 3-kinase (PI3K)). The refinement of biomarker selection criteria and the development of more selective and potent agents are allowing for increasingly specific and effective therapies and the expansion of clinically actionable alterations. Clinical advances in this field have resulted in a large number of regulatory approvals over the last 3 years. Future developments should focus on the continued application of alteration therapy matching principles and the exploration of novel ways to target oncogene-driven NSCLC.
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- 2025
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3. Immunotherapy in Patients with Advanced Non-Small-Cell Lung Cancer Under-Represented by Clinical Trials
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Daniel E. Meyers, Rebekah Rittberg, David E. Dawe, and Shantanu Banerji
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non-small-cell lung cancer ,immunotherapy ,real-world evidence ,clinical trials ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Since the initial US FDA approval of an immune checkpoint inhibitor (ICI) for the treatment of non-oncogene-driven non-small-cell lung cancer (NSCLC) nine years ago, this therapeutic strategy has been cemented as a crucial component of treatment for most of these patients. However, there is a clear efficacy–effectiveness gap whereby patients in the ‘real world’ seem to have more modest clinical outcomes compared to those enrolled in landmark clinical trials. This gap may be driven by the under-representation of important patient populations, including populations defined by clinical or molecular characteristics. In this review, we summarize the data outlining the evidence of ICIs in patients with poor Eastern Cooperative Oncology Group performance status (ECOG PS), underlying autoimmune disease (AID), older age, active brain metastases (BMs), and molecular aberrations such as EGFR mutations, ALK fusions, BRAF mutations and ROS1 fusions.
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- 2024
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4. Real‐world experience of tyrosine kinase inhibitors in children, adolescents and adults with relapsed or refractory bone tumours: A Canadian Sarcoma Research and Clinical Collaboration (CanSaRCC) study
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Hagit Peretz Soroka, Tushar Vora, Jonathan Noujaim, Nicolas Marcoux, Sarah Cohen‐Gogo, Thierry Alcindor, Caroline Holloway, Caroline Rodrigues, Hatim Karachiwala, Saima Alvi, Ursula Lee, Sylvia Cheng, Shantanu Banerji, Sapna Oberoi, Xiaolan Feng, Alannah Smrke, Christine Simmons, Albiruni Abdul Razak, and Abha A. Gupta
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cabozantanib ,CanSaRCC ,chondrosarcoma ,Ewing sarcoma ,osteosarcoma ,regorafenib ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Objectives We conducted a retrospective multi‐centre study to assess the real‐world outcome of regorafenib (REGO) and cabozantinib (CABO) in recurrent/refractory bone tumours (BTs) including osteosarcoma (OST), Ewing sarcoma (EWS) and chondrosarcoma (CS)/extra‐skeletal mesenchymal CS (ESMC). Methods After regulatory approval, data from patients with recurrent BT (11 institutions) were extracted from CanSaRCC (Canadian Sarcoma Research and Clinical Collaboration) database. Patient characteristics, treatment and outcomes were collected. Progression‐free survival (PFS) and overall survival (OS) were estimated using the Kaplan–Meier method. Results From July 2018 to May 2022, 66 patients received REGO or CABO; 39 OST, 18 EWS, 4 CS and 5 ESMC. Median age was 27.8 years (range 12–76); median starting dose was 60 mg for CABO (n = 37, range 40–60) and 120 mg for REGO (n = 29, range 40–160). Twenty‐eight (42.4%) patients required dose reduction: hand‐foot syndrome 7 (10.6%), nausea/vomiting 1 (1.5%), diarrhoea 1 (1.5%), 2 elevated LFTs (3%), elevated bilirubin 1 (1.5%) and mucositis 1 (1.5%). The median OS for patients with OST, EWS, CS and ESMC was 8.5 months (n = 39, 95% CI 7–13.1); 13.4 months (n = 18, 95% CI 3.4–27.2), 8.1 (n = 4, 95% CI 4.1–9.3) and 18.2 (n = 5, 95% CI (10.4–na), respectively. Median PFS for OST, EWS, CS and ECMS was 3.5 (n = 39, 95% CI 2.8–5), 3.9 (n = 18, 95% CI 2.1–5.9), 5.53 (n = 4. 95% CI 2.13–NA) and 11.4 (n = 5, 95% CI 1.83–14.7), respectively. Age, line of therapy, REGO versus CABO, or time from diagnosis to initiation of TKI were not associated with PFS on univariable analysis. Conclusion Our real‐world data show that TKIs have meaningful activity in recurrent BT with acceptable toxicities when started at modified dosing. Inclusion of TKIs in earlier lines of treatment and/or maintenance therapy could be questions for future research.
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- 2023
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5. Lorlatinib Effectiveness and Quality-of-Life in Patients with ALK-Positive NSCLC Who Had Failed Second-Generation ALK Inhibitors: Canadian Real-World Experience
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Martin Rupp, Fiorella Fanton-Aita, Stephanie Snow, Paul Wheatley-Price, Barbara Melosky, Rosalyn A. Juergens, Quincy Chu, Normand Blais, Shantanu Banerji, Ryan Ng, Shoghag Khoudigian, Arushi Sharma, Phu Vinh On, and Geoffrey Liu
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lorlatinib ,non-small cell lung cancer ,real-world evidence ,quality-of-life ,effectiveness ,second line ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Lorlatinib is the only targeted therapy approved in Canada to treat patients with anaplastic lymphoma kinase (ALK)-positive non-small cell lung cancer (NSCLC) whose tumor has progressed despite treatment with second-generation ALK tyrosine kinase inhibitor (TKI), a patient population with high unmet need and lack of publicly reimbursed targeted treatments in Canada. We prospectively examined the real-world effectiveness and impact of lorlatinib on quality-of-life in 59 lorlatinib-treated patients, characterized as: median age of 62.0 years; 47.5% were female; 32.2% had central nervous system metastases; 50.8% had 2+ prior ALK TKI lines; and alectinib was the most common ALK TKI (72.9%) administered before lorlatinib, including 44.1% who received first-line alectinib. With a median follow-up of 15.3 months (IQR: 6.2–19.2), median time-to-treatment discontinuation of lorlatinib was 15.3 months (95% CI: 7.9–not reached), with 54.2% (95% CI: 40.8–65.9%) of patients without treatment discontinuation at 12 months. At baseline, the mean health utility score (HUS) was 0.744 (SD: 0.200). At 3 months, patients receiving lorlatinib demonstrated a 0.069 (95% CI: 0.020–0.118; p = 0.007) average HUS increase over baseline; HUS was maintained at 6 and 12 months. Thus, patients with ALK-positive NSCLC post second-generation ALK TKI remained on lorlatinib for a meaningful duration of time while their quality-of-life was preserved.
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- 2023
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6. Follow-Up Imaging Guidelines for Patients with Stage III Unresectable NSCLC: Recommendations Based on the PACIFIC Trial
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Jenny J. Ko, Shantanu Banerji, Normand Blais, Anthony Brade, Cathy Clelland, Devin Schellenberg, Stephanie Snow, Paul Wheatley-Price, Ren Yuan, and Barbara Melosky
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non-small cell lung cancer ,stage III ,follow-up imaging ,guidelines ,durvalumab ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
The PACIFIC trial showed a survival benefit with durvalumab through five years in stage III unresectable non-small cell lung cancer (NSCLC). However, optimal use of imaging to detect disease progression remains unclearly defined for this population. An expert working group convened to consider available evidence and clinical experience and develop recommendations for follow-up imaging after concurrent chemotherapy and radiation therapy (CRT). Voting on agreement was conducted anonymously via online survey. Follow-up imaging was recommended for all suitable patients after CRT completion regardless of whether durvalumab is received. Imaging should occur every 3 months in Year 1, at least every 6 months in Year 2, and at least every 12 months in Years 3–5. Contrast computed tomography was preferred; routine brain imaging was not recommended for asymptomatic patients. The medical oncologist should follow-up during Year 1 of durvalumab therapy, with radiation oncologist involvement if pneumonitis is suspected; medical and radiation oncologists can subsequently alternate follow-up. Some patients can transition to the family physician/community primary care team at the end of Year 2. In Years 1–5, patients should receive information regarding smoking cessation, comorbidity management, vaccinations, and general follow-up care. These recommendations provide guidance on follow-up imaging for patients with stage III unresectable NSCLC whether or not they receive durvalumab consolidation therapy.
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- 2023
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7. Real-world predictors of survival in patients with limited-stage small-cell lung cancer in Manitoba, Canada
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David E. Dawe, Rebekah Rittberg, Iqra Syed, Mary Kate Shanahan, Daniel Moldaver, Oliver Bucher, Katie Galloway, Kayla Reynolds, James T. Paul, Craig Harlos, Julian O. Kim, and Shantanu Banerji
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small-cell lung cancer ,limited-stage ,performance status ,real world ,long-term survival ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
BackgroundAlthough therapy for limited-stage small-cell lung cancer (LS-SCLC) is administered with curative intent, most patients relapse and eventually die of recurrent disease. Chemotherapy (CT) with concurrent radiotherapy (RT) remains the standard of care for LS-SCLC; however, this could evolve in the near future. Therefore, understanding the current prognostic factors associated with survival is essential.ObjectiveThis real-world analysis examines factors associated with long-term survival in patients with LS-SCLC treated with CT in Manitoba, Canada.MethodsA retrospective cohort study was conducted using Manitoba Cancer Registry and CancerCare Manitoba records. Eligible patients were aged >18 years and had cytologically confirmed LS-SCLC diagnosed between January 1, 2004, and December 31, 2018, for which they received CT ± RT. Baseline patient, disease, and treatment characteristics and survival duration, characterized as short (24 months), were extracted. Overall survival (OS) was estimated at one, two, and five years and assessed using Kaplan-Meier methods and Cox proportional hazards models.ResultsOver the 15-year study period, 304 patients met the eligibility criteria. Long-term survivors comprised 39.1% of the cohort; at diagnosis, this subgroup was younger, more likely to have Eastern Cooperative Oncology Group Performance Status (ECOG PS) 0, and have normal lactate dehydrogenase, sodium, and hemoglobin levels. OS estimates for the entire cohort at one, two, and five years were 66%, 38%, and 18%, respectively. In the ECOG PS 0 subgroup, OS estimates at one, two, and five years were 85%, 52%, and 24%, respectively; OS estimates were 60%, 35%, and 17%, respectively, for ECOG PS 1−2 and were 47%, 23%, and 10%, respectively, for ECOG PS 3−4. OS was significantly higher among patients with normal serum sodium and hemoglobin levels than those with abnormal levels. Univariable hazard regression models found that ECOG PS, age at diagnosis, receipt of prophylactic cranial irradiation (PCI), and thoracic RT were associated with survival. On multivariable hazard regression, ECOG PS and receipt of PCI were associated with survival.ConclusionSurvival for greater than two years in patients with LS-SCLC treated with CT ± RT was associated with ECOG PS and receipt of PCI.
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- 2023
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8. Data-driven identification of plasma metabolite clusters and metabolites of interest for potential detection of early-stage non-small cell lung cancer cases versus cancer-free controls
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Julian O. Kim, Robert Balshaw, Connel Trevena, Shantanu Banerji, Leigh Murphy, David Dawe, Lawrence Tan, Sadeesh Srinathan, Gordon Buduhan, Biniam Kidane, Gefei Qing, Michael Domaratzki, and Michel Aliani
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Early-stage non-small cell lung cancer ,Plasma metabolomics ,Early detection ,Non-targeted metabolomics ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Metabolomics is a potential means for biofluid-based lung cancer detection. We conducted a non-targeted, data-driven assessment of plasma from early-stage non-small cell lung cancer (ES-NSCLC) cases versus cancer-free controls (CFC) to explore and identify the classes of metabolites for further targeted metabolomics biomarker development. Methods Plasma from 250 ES-NSCLC cases and 250 CFCs underwent ultra-high-performance liquid chromatography/quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) in positive and negative electrospray ionization (ESI) modes. Molecular feature extraction, formula generation, and find-by-ion tools annotated metabolic entities. Analysis was restricted to endogenous metabolites present in ≥ 80% of samples. Unsupervised hierarchical cluster analysis identified clusters of metabolites. The metabolites with the strongest correlation with the principal component of each cluster were included in logistic regression modeling to assess discriminatory performance with and without adjustment for clinical covariates. Results A total of 1900 UHPLC-QTOF-MS assessments identified 1667 and 2032 endogenous metabolites in the ESI-positive and ESI-negative modes, respectively. After data filtration, 676 metabolites remained, and 12 clusters of metabolites were identified from each ESI mode. Multivariable logistic regression using the representative metabolite from each cluster revealed effective classification of cases from controls with overall diagnostic accuracy of 91% (ESI positive) and 94% (ESI negative). Metabolites of interest identified for further targeted analysis include the following: 1b, 3a, 12a-trihydroxy-5b-cholanoic acid, pyridoxamine 5′-phosphate, sphinganine 1-phosphate, gamma-CEHC, 20-carboxy-leukotriene B4, isodesmosine, and 18-hydroxycortisol. Conclusions Plasma-based metabolomic detection of early-stage NSCLC appears feasible. Further metabolomics studies targeting phospholipid, steroid, and fatty acid metabolism are warranted to further develop noninvasive metabolomics-based detection of early-stage NSCLC.
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- 2022
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9. Real-world predictors of survival in patients with extensive-stage small-cell lung cancer in Manitoba, Canada: a retrospective cohort study
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David E. Dawe, Rebekah Rittberg, Iqra Syed, Mary Kate Shanahan, Daniel Moldaver, Oliver Bucher, Katie Galloway, Kayla Reynolds, James T. Paul, Craig Harlos, Julian O. Kim, and Shantanu Banerji
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radiotherapy (RT) ,small cell lung cancer (SCLC) ,extensive stage (ES) ,performance status (ECOG-PS) ,real world ,long-term survival ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
BackgroundExtensive-stage small-cell lung cancer (ES-SCLC) is an incurable cancer with poor prognosis in which characteristics predictive of long-term survival are debated. The utility of agents such as immune checkpoint inhibitors highlights the importance of identifying key characteristics and treatment strategies that contribute to long-term survival and could help guide therapeutic decisions.ObjectiveThis real-world analysis examines the characteristics, treatment patterns, and clinical outcomes of patients receiving chemotherapy without immunotherapy for ES-SCLC in Manitoba, Canada.MethodsA retrospective cohort study assessed patient characteristics, treatment, and survival duration (short: 24 months) using the Manitoba Cancer Registry and CancerCare Manitoba records. Eligible patients were aged >18 years with cytologically confirmed ES-SCLC diagnosed between January 1, 2004, and December 31, 2018, and received cytotoxic chemotherapy (CT). The one-, two-, and five-year probabilities of overall survival (OS) were assessed relative to patient, disease, and treatment characteristics using Kaplan-Meier methods and Cox proportional hazards models.ResultsThis analysis included 537 patients. Cisplatin was used in 56.1% of patients, 45.6% received thoracic radiotherapy (RT), and few received prophylactic cranial irradiation (PCI). In the overall cohort, one-, two- and five-year OS rates were 26%, 8%, and 3%, respectively. For patients with Eastern Cooperative Oncology Group Performance Status (ECOG PS) 0, OS rates at one, two, and five years were 43%, 17%, and 10%, respectively, vs. 27%, 8%, and 2% for those with ECOG PS 1–2, and 16%, 3%, and 3% for those with ECOG PS 3–4. In long-term survivors, ECOG PS scores were lower and abnormal laboratory test results were less frequent. Overall, 74.4% of long-term survivors received thoracic RT and 53.5% received PCI. Known poor prognostic factors – including brain/liver metastases, high lactate dehydrogenase (LDH), abnormal sodium, and low hemoglobin levels – were less common but still seen in long-term survivors.ConclusionAlthough rare, patients with ES-SCLC may experience long-term survival with CT ± thoracic RT ± PCI. Factors predicting long-term survival include traditional prognostic factors such as ECOG PS, LDH level, and receipt of thoracic RT or PCI. These findings support current treatment algorithms for ES-SCLC and provide baseline survival estimates to assess the real-world impact of adding immune checkpoint inhibitors in the future.
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- 2023
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10. Consensus Recommendations to Optimize Testing for New Targetable Alterations in Non-Small Cell Lung Cancer
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Diana N. Ionescu, Tracy L. Stockley, Shantanu Banerji, Christian Couture, Cheryl A. Mather, Zhaolin Xu, Normand Blais, Parneet K. Cheema, Quincy S.-C. Chu, Barbara Melosky, and Natasha B. Leighl
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targeted therapy ,NSCLC ,biomarker ,genomic profiling ,next-generation sequencing ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Non-small cell lung cancer (NSCLC) has historically been associated with a poor prognosis and low 5-year survival, but the use of targeted therapies in NSCLC has improved patient outcomes over the past 10 years. The pace of development of new targeted therapies is accelerating, with the associated need for molecular testing of new targetable alterations. As the complexity of biomarker testing in NSCLC increases, there is a need for guidance on how to manage the fluid standard-of-care in NSCLC, identify pragmatic molecular testing requirements, and optimize result reporting. An expert multidisciplinary working group with representation from medical oncology, pathology, and clinical genetics convened via virtual meetings to create consensus recommendations for testing of new targetable alterations in NSCLC. The importance of accurate and timely testing of all targetable alterations to optimize disease management using targeted therapies was emphasized by the working group. Therefore, the panel of experts recommends that all targetable alterations be tested reflexively at NSCLC diagnosis as part of a comprehensive panel, using methods that can detect all relevant targetable alterations. In addition, comprehensive biomarker testing should be performed at the request of the treating clinician upon development of resistance to targeted therapy. The expert multidisciplinary working group also made recommendations for reporting to improve clarity and ease of interpretation of results by treating clinicians and to accommodate the rapid evolution in clinical actionability of these alterations. Molecular testing of all targetable alterations in NSCLC is the key for treatment decision-making and access to new therapies. These consensus recommendations are intended as a guide to further optimize molecular testing of new targetable alterations.
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- 2022
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11. Transitions between versions of the International Classification of Diseases and chronic disease prevalence estimates from administrative health data: a population-based study
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Ridwan A. Sanusi, Lin Yan, Amani F. Hamad, Olawale F. Ayilara, Viktoriya Vasylkiv, Mohammad Jafari Jozani, Shantanu Banerji, Joseph Delaney, Pingzhao Hu, Elizabeth Wall-Wieler, and Lisa M. Lix
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Diagnosis codes ,Hotelling’s T2 ,Multivariate control chart ,Negative binomial ,Trend analysis ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Diagnosis codes in administrative health data are routinely used to monitor trends in disease prevalence and incidence. The International Classification of Diseases (ICD), which is used to record these diagnoses, have been updated multiple times to reflect advances in health and medical research. Our objective was to examine the impact of transitions between ICD versions on the prevalence of chronic health conditions estimated from administrative health data. Methods Study data (i.e., physician billing claims, hospital records) were from the province of Manitoba, Canada, which has a universal healthcare system. ICDA-8 (with adaptations), ICD-9-CM (clinical modification), and ICD-10-CA (Canadian adaptation; hospital records only) codes are captured in the data. Annual study cohorts included all individuals 18 + years of age for 45 years from 1974 to 2018. Negative binomial regression was used to estimate annual age- and sex-adjusted prevalence and model parameters (i.e., slopes and intercepts) for 16 chronic health conditions. Statistical control charts were used to assess the impact of changes in ICD version on model parameter estimates. Hotelling’s T2 statistic was used to combine the parameter estimates and provide an out-of-control signal when its value was above a pre-specified control limit. Results The annual cohort sizes ranged from 360,341 to 824,816. Hypertension and skin cancer were among the most and least diagnosed health conditions, respectively; their prevalence per 1,000 population increased from 40.5 to 223.6 and from 0.3 to 2.1, respectively, within the study period. The average annual rate of change in prevalence ranged from -1.6% (95% confidence interval [CI]: -1.8, -1.4) for acute myocardial infarction to 14.6% (95% CI: 13.9, 15.2) for hypertension. The control chart indicated out-of-control observations when transitioning from ICDA-8 to ICD-9-CM for 75% of the investigated chronic health conditions but no out-of-control observations when transitioning from ICD-9-CM to ICD-10-CA. Conclusions The prevalence of most of the investigated chronic health conditions changed significantly in the transition from ICDA-8 to ICD-9-CM. These results point to the importance of considering changes in ICD coding as a factor that may influence the interpretation of trend estimates for chronic health conditions derived from administrative health data.
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- 2022
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12. Histologic and Genotypic Characterization of Lung Cancer in the Inuit Population of the Eastern Canadian Arctic
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Glenwood D. Goss, Johanna N. Spaans, David Huntsman, Timothy Asmis, Natalie M. Andrews Wright, Marc Duciaume, Pardeep Kaurah, Ruth R. Miller, Shantanu Banerji, Harmanjatinder S. Sekhon, and Marcio M. Gomes
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lung cancer ,Inuit ,histologic ,genomic ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Inuit are the Indigenous Arctic peoples and residents of the Canadian territory of Nunavut who have the highest global rate of lung cancer. Given lung cancer’s mortality, histological and genomic characterization was undertaken to better understand the disease biology. We retrospectively studied all Inuit cases from Nunavut’s Qikiqtani (Baffin) region, referred to the Ottawa Hospital Cancer Center between 2001 and 2011. Demographics were compiled from medical records and tumor samples underwent pathologic/histologic confirmation. Tumors were analyzed by next generation sequencing (NGS) with a cancer hotspot mutation panel. Of 98 patients, the median age was 66 years and 61% were male. Tobacco use was reported in 87%, and 69% had a history of lung disease (tuberculosis or other). Histological types were: non-small cell lung carcinoma (NSCLC), 81%; small cell lung carcinoma, 16%. Squamous cell carcinoma (SCC) represented 65% of NSCLC. NGS on 55 samples demonstrated mutation rates similar to public lung cancer datasets. In SCC, the STK11 F354L mutation was observed at higher frequency than previously reported. This is the first study to characterize the histologic/genomic profiles of lung cancer in this population. A high incidence of SCC, and an elevated rate of STK11 mutations distinguishes this group from the North American population.
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- 2022
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13. The Role of Immunotherapy in the Treatment of Malignant Pleural Mesothelioma
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Shantanu Banerji, Daniel E. Meyers, Craig Harlos, and David E. Dawe
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immunotherapy ,mesothelioma ,nivolumab ,ipilimumab ,pembrolizumab ,cell therapy ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Malignant pleural mesothelioma is a rare and aggressive malignancy arising from mesothelial cells that line the serous membranes of the body. Cytotoxic chemotherapy has been a mainstay of therapy, resulting in a modest improvement in overall survival, but toxicity limits the eligible patient population. Few targeted agents beyond bevacizumab have demonstrated superior efficacy compared to placebos. With an improved understanding of the relationship between the immune system and cancer progression, immunotherapies are playing a greater role in the treatment of many cancers. Several early- and late-phase trials in malignant pleural mesothelioma, including assessments of the first-line efficacy of combination ipilimumab/nivolumab treatment, have now demonstrated promising results for both immune checkpoint inhibition and cell-based therapies. These immune therapies are likely to play a central role in the treatment of this disease going forward.
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- 2021
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14. Prediction of Asthma Risk Using Family Health Histories identified from Population-based Electronic Healthcare Records.
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Amani Hamad, Lin Yan, Joseph Delaney, Mohammad Jafari Jozani, Pingzhao Hu, Shantanu Banerji, and Lisa Lix
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Asthma risk prediction ,Children ,Family health histories ,Administrative healthcare databases ,Demography. Population. Vital events ,HB848-3697 - Abstract
Objectives Prediction of asthma risk can potentially be improved by including family history of asthma and related diagnoses, which reflect both genetics and shared environments. We tested the improvements in offspring asthma risk prediction using objectively-measured maternal, paternal, and offspring histories of comorbid conditions from administrative healthcare databases. Approach A population-based cohort study was conducted using data from Manitoba, Canada. Children born from 1974 to 2000 with linkages to at least one parent using family identification numbers were included. Asthma diagnosis and comorbidities were identified from hospital and outpatient physician visit records. Lasso regression models were used to assess performance and identify important predictors. The base model included offspring demographics, diagnosed allergic conditions and respiratory infections, and diagnosed parental asthma. Subsequent models included multiple comorbid chronic health conditions for offspring and parents. Results The cohort included 195,666 offspring; 51% were males, 13.6% had a parental asthma diagnosis, and 17.7% had an asthma diagnosis (median age at diagnosis: 6.0 years; interquartile range 3.0-11.0 years). The base model achieved a modest prediction performance with an area under the receiver operating characteristic curve of 0.60, sensitivity of 0.46 and a specificity of 0.67 using a threshold of 0.20. Sensitivity significantly improved when we included offspring chronic health conditions (sensitivity= 0.69; specificity = 0.66); both measures further improved when we additionally included parents’ chronic health conditions (sensitivity= 0.72; specificity = 0.70). Chronic obstructive pulmonary disease, noninfectious gastroenteritis and otitis media were among the variables that added incremental predictive value of asthma risk with odd ratios of 1.36, 1.25 and 1.18, respectively. Conclusions Including offspring and parents’ chronic health conditions, identified objectively from administrative healthcare databases, improved the performance of asthma risk prediction models in children. Health histories of comorbid conditions provide important factors to improve risk prediction models of chronic health conditions, which will facilitate disease prevention and treatment strategies.
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- 2022
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15. Estimating Disease Heritability from Electronic Healthcare Records: A Proof-of-Concept Study.
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Lisa Lix, Amani Hamad, Lin Yan, Joseph A. Delaney, Elizabeth Wall-Wieler, Mohammad Jafari Jozani, Shantanu Banerji, Olawale Ayilara, and Pingzhao Hu
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family history ,administrative data ,disease diagnoses ,pedigrees ,International Classification of Diseases ,Demography. Population. Vital events ,HB848-3697 - Abstract
Objective A family history of a chronic disease often predicts disease risk, with predictive value determined by heritability, the proportion of variation in risk explained by inherited genetic factors. Our objective was to assess the validity of disease heritability estimates from electronic healthcare records (EHRs) that capture family relationships and disease diagnoses. Approach A population-based investigation was conducted using healthcare records from Manitoba, Canada for 1970 to 2021. We constructed family relationships for up to four generations using health insurance registration information containing unique family and individual identifiers. Health histories for family members were created using diagnosis codes in hospital and physician visit records. Linear mixed-effects models were used to estimate heritability (h) for 130 chronic health conditions using open-source Clinical Classifications Software that defines clinically-meaningful disease categories. Comparisons between EHR-derived estimates and genetically-derived estimates from published studies were used to assess validity of the methodology. Results Health insurance registration data were used to construct 10,000 families that included 116,879 individuals. Median family size was 9 (interquartile range: 8). Median observation time was 39.6 years (interquartile range: 25.7). Males comprised half (51.0%) of family members. A total of 272,114 familial relationships were identified; slightly more than half (53%) were first degree (i.e., child and parent) relationships. One-third (33.2%) of families were comprised of four generations; only 15.3% were comprised of two generations. Heritability estimates were consistent with published genetically-derived estimates for several conditions, including diabetes (EHR h = 0.29 vs. 0.22), anemia (EHR h = 0.21 vs. 0.20), and asthma (EHR h = 0.34 vs. 0.33). However, inconsistencies were identified for pancreatic disorders, gastrointestinal conditions, some mental health conditions, and heart disease. Conclusion EHRs provide a promising approach to explore heritability of selected health conditions in large, diverse populations. Inconsistencies between EHR-derived and genetically-derived estimates are indicative of the limitations of diagnoses recorded for administrative purposes. Future research will explore sex-specific heritability estimates and effects of change in disease diagnosis coding over time.
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- 2022
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16. Canadian Consensus for Biomarker Testing and Treatment of TRK Fusion Cancer in Adults
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D. Gwyn Bebb, Shantanu Banerji, Normand Blais, Patrice Desmeules, Sharlene Gill, Andrea Grin, Harriet Feilotter, Aaron R. Hansen, Martin Hyrcza, Monika Krzyzanowska, Barbara Melosky, Jonathan Noujaim, Bibiana Purgina, Dean Ruether, Christine E. Simmons, Denis Soulieres, Emina Emilia Torlakovic, and Ming-Sound Tsao
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NTRK ,larotrectinib ,entrectinib ,targeted therapy ,molecular testing ,oncogenic drivers ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
The tyrosine receptor kinase (TRK) inhibitors larotrectinib and entrectinib were recently approved in Canada for the treatment of solid tumours harbouring neurotrophic tyrosine receptor kinase (NTRK) gene fusions. These NTRK gene fusions are oncogenic drivers found in most tumour types at a low frequency (80%) in a small number of rare tumours (e.g., secretory carcinoma of the salivary gland and of the breast). They are generally mutually exclusive of other common oncogenic drivers. Larotrectinib and entrectinib have demonstrated impressive overall response rates and tolerability in Phase I/II trials in patients with TRK fusion cancer with no other effective treatment options. Given the low frequency of TRK fusion cancer and the heterogeneous molecular testing landscape in Canada, identifying and optimally managing such patients represents a new challenge. We provide a Canadian consensus on when and how to test for NTRK gene fusions and when to consider treatment with a TRK inhibitor. We focus on five tumour types: thyroid carcinoma, colorectal carcinoma, non-small cell lung carcinoma, soft tissue sarcoma, and salivary gland carcinoma. Based on the probability of the tumour harbouring an NTRK gene fusion, we also suggest a tumour-agnostic consensus for NTRK gene fusion testing and treatment. We recommend considering a TRK inhibitor in all patients with TRK fusion cancer with no other effective treatment options.
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- 2021
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17. Selpercatinib in RET fusion-positive non-small-cell lung cancer (SIREN): a retrospective analysis of patients treated through an access program
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Oliver Illini, Maximilian Johannes Hochmair, Hannah Fabikan, Christoph Weinlinger, Amanda Tufman, Aurélie Swalduz, Kristina Lamberg, Sayed M. S. Hashemi, Florian Huemer, Anders Vikström, Martin Wermke, Gudrun Absenger, Alfredo Addeo, Shantanu Banerji, Antonio Calles, Stephen Clarke, Massimo Di Maio, Alice Durand, Michaël Duruisseaux, Malinda Itchins, Okko-Sakari Kääränien, Florian Krenn, Eckart Laack, Adrianus Johannes de Langen, Katja Mohorcic, Georg Pall, Antonio Passaro, Gerald Prager, Achim Rittmeyer, Jeffrey Rothenstein, Michael Schumacher, Ewald Wöll, and Arschang Valipour
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Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Introduction: Rearranged during transfection (RET) gene fusions are rare genetic drivers in non-small cell lung cancer (NSCLC). Selective RET-inhibitors such as selpercatinib have shown therapeutic activity in early clinical trials; however, their efficacy in the real-world setting is unknown. Methods: A retrospective efficacy and safety analysis was performed on data from RET fusion-positive NSCLC patients who participated in a selpercatinib access program (named patient protocol) between August 2019 and January 2021. Results: Data from 50 patients with RET fusion-positive advanced NSCLC treated with selpercatinib at 27 centers in 12 countries was analyzed. Most patients were Non-Asian (90%), female (60%), never-smokers (74%), with a median age of 65 years (range, 38–89). 32% of the patients had known brain metastasis at the time of selpercatinib treatment. Overall, 13 patients were treatment-naïve, while 37 were pretreated with a median of three lines of therapy (range, 1–8). The objective response rate (ORR) was 68% [95% confidence interval (CI), 53–81] in the overall population. The disease control rate was 92%. The median progression-free survival was 15.6 months (95% CI, 8.8–22.4) after a median follow-up of 9 months. In patients with measurable brain metastases ( n = 8) intracranial ORR reached 100%. In total, 88% of patients experienced treatment-related adverse events (TRAEs), a large majority of them being grade 1 or 2. The most common grade ⩾ 3 TRAEs were increased liver enzyme levels (in 10% of patients), prolonged QTc time (4%), abdominal pain (4%), hypertension (4%), and fatigue/asthenia (4%). None of patients discontinued selpercatinib treatment for safety reasons. No new safety concerns were observed, nor where there any treatment-related death. Conclusions: In this real-world setting, the selective RET-inhibitor selpercatinib demonstrated durable systemic and intracranial antitumor activity in RET fusion-positive NSCLC and was well tolerated.
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- 2021
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18. Mapping Three Versions of the International Classification of Diseases to Categories of Chronic Conditions
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Amani F. Hamad, Shantanu Banerji, Pingzhao Hu, Mohammad Jafari Jozani, Elizabeth Wall-Wieler, Joseph A. Delaney, Olawale Ayilara, Ridwan Sanusi, Lin Yan, Viktoriya Vasylkiv, and Lisa M. Lix
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International classification of diseases ,ICDA-8 ,ICD-9-CM ,ICD-10-CA ,Mapping ,Crosswalk ,Demography. Population. Vital events ,HB848-3697 - Abstract
Introduction Administrative health data capture diagnoses using the International Classification of Diseases (ICD), which has multiple versions over time. To facilitate longitudinal investigations using these data, we aimed to map diagnoses identified in three ICD versions – ICD-8 with adaptations (ICDA-8), ICD-9 with clinical modifications (ICD-9-CM), and ICD-10 with Canadian adaptations (ICD-10-CA) – to mutually exclusive chronic health condition categories adapted from the open source Clinical Classifications Software (CCS). Methods We adapted the CCS crosswalk to 3-digit ICD-9-CM codes for chronic conditions and resolved the one-to-many mappings in ICD-9-CM codes. Using this adapted CCS crosswalk as the reference and referring to existing crosswalks between ICD versions, we extended the mapping to ICDA-8 and ICD-10-CA. Each mapping step was conducted independently by two reviewers and discrepancies were resolved by consensus through deliberation and reference to prior research. We report the frequencies, agreement percentages and 95% confidence intervals (CI) from each step. Results We identified 354 3-digit ICD-9-CM codes for chronic conditions. Of those, 77 (22%) codes had one-to-many mappings; 36 (10%) codes were mapped to a single CCS category and 41 (12%) codes were mapped to combined CCS categories. In total, the codes were mapped to 130 adapted CCS categories with an agreement percentage of 92% (95% CI: 86%–98%). Then, 321 3-digit ICDA-8 codes were mapped to CCS categories with an agreement percentage of 92% (95% CI: 89%–95%). Finally, 3583 ICD-10-CA codes were mapped to CCS categories; 111 (3%) had a fair or poor mapping quality; these were reviewed to keep or move to another category (agreement percentage=77% [95% CI: 69%–85%]). Conclusions We developed crosswalks for three ICD versions (ICDA-8, ICD-9-CM, and ICD-10-CA) to 130 clinically meaningful categories of chronic health conditions by adapting the CCS classification. These crosswalks will benefit chronic disease studies spanning multiple decades of administrative health data.
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- 2021
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19. Comparative metabolomics studies of blood collected in streck and heparin tubes from lung cancer patients.
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Erin Goldberg, Shiva Ievari-Shariati, Biniam Kidane, Julian Kim, Shantanu Banerji, Gefei Qing, Sadeesh Srinathan, Leigh Murphy, and Michel Aliani
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Medicine ,Science - Abstract
Metabolomics analysis of blood from patients (n = 42) undergoing surgery for suspected lung cancer was performed in this study. Venous and arterial blood was collected in both Streck and Heparin tubes. A total of 96 metabolites were detected, affected by sex (n = 56), collection tube (n = 33), and blood location (n = 8). These metabolites belonged to a wide array of compound classes including lipids, acids, pharmaceutical agents, signalling molecules, vitamins, among others. Phospholipids and carboxylic acids accounted for 28% of all detected compounds. Out of the 33 compounds significantly affected by collection tube, 18 compounds were higher in the Streck tubes, including allantoin and ketoleucine, and 15 were higher in the Heparin tubes, including LysoPC(P-16:0), PS 40:6, and chenodeoxycholic acid glycine conjugate. Based on our results, it is recommended that replicate blood samples from each patient should be collected in different types of blood collection tubes for a broader range of the metabolome. Several metabolites were found at higher concentrations in cancer patients such as lactic acid in Squamous Cell Carcinoma, and lysoPCs in Adenocarcinoma and Acinar Cell Carcinoma, which may be used to detect early onset and/or to monitor the progress of the cancer patients.
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- 2021
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20. Yin Yang gene expression ratio signature for lung cancer prognosis.
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Wayne Xu, Shantanu Banerji, James R Davie, Fekadu Kassie, Douglas Yee, and Robert Kratzke
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Medicine ,Science - Abstract
Many studies have established gene expression-based prognostic signatures for lung cancer. All of these signatures were built from training data sets by learning the correlation of gene expression with the patients' survival time. They require all new sample data to be normalized to the training data, ultimately resulting in common problems of low reproducibility and impracticality. To overcome these problems, we propose a new signature model which does not involve data training. We hypothesize that the imbalance of two opposing effects in lung cancer cells, represented by Yin and Yang genes, determines a patient's prognosis. We selected the Yin and Yang genes by comparing expression data from normal lung and lung cancer tissue samples using both unsupervised clustering and pathways analyses. We calculated the Yin and Yang gene expression mean ratio (YMR) as patient risk scores. Thirty-one Yin and thirty-two Yang genes were identified and selected for the signature development. In normal lung tissues, the YMR is less than 1.0; in lung cancer cases, the YMR is greater than 1.0. The YMR was tested for lung cancer prognosis prediction in four independent data sets and it significantly stratified patients into high- and low-risk survival groups (p = 0.02, HR = 2.72; p = 0.01, HR = 2.70; p = 0.007, HR = 2.73; p = 0.005, HR = 2.63). It also showed prediction of the chemotherapy outcomes for stage II & III. In multivariate analysis, the YMR risk factor was more successful at predicting clinical outcomes than other commonly used clinical factors, with the exception of tumor stage. The YMR can be measured in an individual patient in the clinic independent of gene expression platform. This study provided a novel insight into the biology of lung cancer and shed light on the clinical applicability.
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- 2013
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21. Konsensusempfehlungen zur Optimierung von Tests auf neue geeignete Zielmutationen bei nicht kleinzelligem Lungenkrebs
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Diana N. Ionescu, Tracy L. Stockley, Shantanu Banerji, Christian Couture, Cheryl A. Mather, Zhaolin Xu, Normand Blais, Parneet K. Cheema, Quincy S.-C. Chu, Barbara Melosky, and Natasha B. Leighl
- Abstract
Ein nicht kleinzelliges Lungenkarzinom (NSCLC) wird seit jeher mit einer schlechten Prognose und einer geringen Überlebensrate von bis zu 5 Jahren in Verbindung gebracht, aber der Einsatz zielgerichteter Therapien beim NSCLC hat die Behandlungsergebnisse für die Patienten in den letzten 10 Jahren verbessert. Die Entwicklung neuer zielgerichteter Therapien beschleunigt sich und damit auch der Bedarf an molekularen Tests für neue Mutationen, die als Ziele geeignet sind. Da die Komplexität der Biomarkertests beim NSCLC zunimmt, besteht ein Bedarf an Leitlinien für den Umgang mit dem im Fluss befindlichen Behandlungsstandard beim NSCLC, für pragmatische molekulare Testbedingungen und für die Optimierung des Ergebnisberichts. Eine multidisziplinäre Expertengruppe mit Vertretern aus der medizinischen Onkologie, der Pathologie und der klinischen Genetik kam über virtuelle Treffen zusammen, um Konsensusempfehlungen für Tests auf neue geeignete Zielmutationen beim NSCLC zu erarbeiten. Die Arbeitsgruppe betonte, wie wichtig es ist, alle potenziellen Zielmutationen genau und rechtzeitig zu testen, um die Behandlung der Krankheit mit gezielten Therapien zu optimieren. Daher empfiehlt das Expertengremium, dass alle möglichen Zielmutationen routinemäßig bei der Diagnose von NSCLC als Teil eines umfassenden Panels getestet werden, wobei Methoden verwendet werden sollten, die alle relevanten mutierten Zielgene erkennen können. Darüber hinaus sollten auf Wunsch des behandelnden Arztes umfassende Biomarkertests durchgeführt werden, wenn sich eine Resistenz gegen eine zielgerichtete Therapie entwickelt. Die multidisziplinäre Expertenarbeitsgruppe gab auch Empfehlungen für die Berichterstattung ab, um die nötige Klarheit und einfache Interpretation der Ergebnisse durch die behandelnden Ärzte zu gewährleisten und der raschen Entwicklung der klinischen Anwendbarkeit dieser Mutationen Rechnung zu tragen. Molekulare Tests auf alle geeigneten Zielmutationen beim NSCLC sind der Schlüssel für die Behandlungsentscheidung und den Zugang zu neuen Therapien. Diese Konsensusempfehlungen sind als Leitfaden für die weitere Optimierung der molekularen Tests auf neue geeignete Zielmutationen gedacht.
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- 2022
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22. Canadian Consensus Recommendations on the Management of MET-Altered NSCLC
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Rosalyn A. Juergens, Normand Blais, Parneet K. Cheema, Brandon S. Sheffield, Paul Wheatley-Price, Natasha B. Leighl, Shantanu Banerji, Patrice Desmeules, Quincy Chu, and Barbara Melosky
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Oncology ,medicine.medical_specialty ,Canada ,Consensus ,Lung Neoplasms ,Met amplification ,MET exon 14 skipping mutations ,Guidelines ,Routine practice ,MET amplification ,Internal medicine ,Carcinoma, Non-Small-Cell Lung ,medicine ,Humans ,Epidermal growth factor receptor ,Protein Kinase Inhibitors ,non-small cell lung cancer ,RC254-282 ,EGFR inhibitors ,biology ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,MET inhibitors ,biology.protein ,Non small cell ,business ,EGFR resistance - Abstract
In Canada, the therapeutic management of patients with advanced non-small cell lung cancer (NSCLC) with rare actionable mutations differs between provinces, territories, and individual centres based on access to molecular testing and funded treatments. These variations, together with the emergence of several novel mesenchymal-epithelial transition (MET) factor-targeted therapies for the treatment of NSCLC, warrant the development of evidence-based consensus recommendations for the use of these agents. A Canadian expert panel was convened to define key clinical questions, review evidence, discuss practice recommendations and reach consensus on the treatment of advanced MET-altered NSCLC. Questions addressed by the panel include: 1. How should the patients most likely to benefit from MET-targeted therapies be identified? 2. What are the preferred first-line and subsequent therapies for patients with MET exon 14 skipping mutations? 3. What are the preferred first-line and subsequent therapies for advanced NSCLC patients with de novo MET amplification? 4. What is the preferred therapy for patients with advanced epidermal growth factor receptor (EGFR)-mutated NSCLC with acquired MET amplification progressing on EGFR inhibitors? 5. What are the potential strategies for overcoming resistance to MET inhibitors? Answers to these questions, along with the consensus recommendations herein, will help streamline the management of MET-altered NSCLC in routine practice, assist clinicians in therapeutic decision-making, and help ensure optimal outcomes for NSCLC patients with MET alterations.
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- 2021
23. Canadian consensus on <scp>TRK‐inhibitor</scp> therapy for <scp> NTRK </scp> fusion‐positive sarcoma
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Rebecca J. Deyell, Shantanu Banerji, Andrea J MacNeill, Alannah Smrke, Deanna McLeod, Francisco E. Vera-Badillo, Jonathan Noujaim, Albiruni Ryan Abdul Razak, and Christine E. Simmons
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Adult ,Oncology ,Canada ,Cancer Research ,medicine.medical_specialty ,Consensus ,Adolescent ,Oncogene Proteins, Fusion ,Modified delphi ,Systemic therapy ,Young Adult ,Refractory ,Surveys and Questionnaires ,Internal medicine ,medicine ,Humans ,Effective treatment ,Receptor, trkC ,In patient ,Receptor, trkA ,Protein Kinase Inhibitors ,Aged ,business.industry ,Sarcoma ,Middle Aged ,medicine.disease ,Survival Analysis ,Clinical trial ,Trk receptor ,Disease Progression ,business - Abstract
Malignant sarcomas are rare accounting for
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- 2021
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24. Effect of Hospitalization During First Chemotherapy and Performance Status on Small-cell Lung Cancer Outcomes
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Oliver Bucher, Shantanu Banerji, David E. Dawe, Rebekah Rittberg, Susan Green, and Trevor Aquin
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Male ,0301 basic medicine ,Pulmonary and Respiratory Medicine ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,medicine.medical_treatment ,Neutropenia ,Carboplatin ,Nephrotoxicity ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Humans ,Progression-free survival ,Lung cancer ,Aged ,Etoposide ,Retrospective Studies ,Chemotherapy ,Performance status ,business.industry ,Retrospective cohort study ,Prognosis ,medicine.disease ,Small Cell Lung Carcinoma ,Hospitalization ,Survival Rate ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,Cohort ,Female ,business ,Follow-Up Studies - Abstract
Small-cell lung cancer (SCLC) is highly responsive to chemotherapy (CT) and one of the few malignancies treated in hospitalized patients with poor Eastern Cooperative Oncology Group (ECOG) performance status (PS). Because of the little current information available on the outcomes experienced by hospitalized patients with SCLC receiving CT, we explored the outcomes for these patients to improve the evidence base for practice.We conducted a retrospective cohort study to evaluate patients with a diagnosis of SCLC and treated with CT during a 10-year period. Progression-free survival (PFS) and overall survival (OS) were evaluated according to site of first CT (inpatient vs. outpatient) and PS. Multivariable analysis was completed to assess for independent survival predictors.A total of 530 patients with SCLC were treated, with 82 (15%) receiving their first CT in hospital. Inpatients had a greater burden of disease and poorer PS. Neutropenia, thrombocytopenia, nephrotoxicity, and fatigue were all experienced less often by the inpatient cohort (P .001, P .001, P .001, and P = .007, respectively). For inpatients and outpatients, the OS rate at 12, 24, and 60 months was 22%, 9%, and 7% and 43%, 20%, and 9%, respectively (P .001 for all). The median PFS and OS were longer for outpatients and highly functional patients. On multivariable analysis, ECOG PS was an independent predictor of the outcome and the site of first CT was not (P = .04 and P = .49, respectively).Patients with SCLC initially treated as inpatients and those with poor functional status had shorter PFS and OS; however, some experienced long-term survival, including 5-year survival of 7% for the inpatient cohort and 5% for the ECOG PS 3-4 cohort. CT toxicities were less common in the inpatient cohort, validating that administration of CT in hospital should be considered for these patients because they could experience a meaningful long-term response to therapy.
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- 2020
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25. Canadian Consensus: A New Systemic Treatment Algorithm for Advanced EGFR-Mutated Non-Small-Cell Lung Cancer
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Rosalyn A. Juergens, Normand Blais, Natasha B. Leighl, G. Liu, Parneet Cheema, Quincy Chu, Shantanu Banerji, and Barbara Melosky
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Male ,Canada ,Consensus ,Lung Neoplasms ,Angiogenesis ,medicine.medical_treatment ,03 medical and health sciences ,T790M ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,medicine ,Humans ,Osimertinib ,030212 general & internal medicine ,Lung cancer ,Non-small-cell lung cancer, advanced ,Chemotherapy ,mutations, uncommon ,business.industry ,acquired resistance ,sequencing ,medicine.disease ,mutations, common ,Clinical trial ,Egfr mutation ,030220 oncology & carcinogenesis ,Original Article ,Female ,EGFR mutation ,business ,Algorithm ,nsclc ,Algorithms ,Brain metastasis - Abstract
Background: Multiple clinical trials for the treatment of advanced EGFR-mutated non-small-cell lung cancer (nsclc) have recently been reported. As a result, the treatment algorithm has changed, and many important clinical questions have been raised: (1) What is the optimal first-line treatment for patients with EGFR-mutated nsclc? (2) What is preferred first-line treatment for patients with brain metastasis? (3) What is the preferred second-line treatment for patients who received first-line first- or second-generation tyrosine kinase inhibitors (tkis)? (4) What is the preferred treatment after osimertinib? (5) What evidence do we have for treating patients whose tumours harbour uncommon EGFR mutations? Methods: A Canadian expert panel was convened to define the key clinical questions, review recent evidence, and discuss and agree on practice recommendations for the treatment of advanced EGFR-mutated nsclc. Results: The published overall survival results for osimertinib, combined with its central nervous system activity, have led to osimertinib becoming the preferred first-line treatment for patients with common EGFR mutations, including those with brain metastasis. Other agents could still have a role, especially when osimertinib is not available or not tolerated. Treatment in subsequent lines of therapy depends on the first-line therapy or on T790M mutation status. Treatment recommendations for patients whose tumours harbour uncommon EGFR mutations are guided mainly by retrospective and limited prospective evidence. Finally, the evidence for sequencing and combining tkis with chemotherapy, angiogenesis inhibitors, checkpoint inhibitors, and other new therapeutics is reviewed. Conclusions: This Canadian expert consensus statement and algorithm were driven by significant advances in the treatment of EGFR-mutated nsclc.
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- 2020
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26. Biomarkers of Immune Checkpoint Inhibitor Efficacy in Cancer
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Shantanu Banerji and Daniel E. Meyers
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TheoryofComputation_MISCELLANEOUS ,PD-L1 ,Software_OPERATINGSYSTEMS ,animal diseases ,Immune checkpoint inhibitors ,chemical and pharmacologic phenomena ,ctla-4 ,Review Article ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Neoplasms ,PD-1 ,Data_FILES ,Biomarkers, Tumor ,medicine ,Classical Hodgkin lymphoma ,Humans ,030212 general & internal medicine ,Lung cancer ,Immune Checkpoint Inhibitors ,biology ,business.industry ,Melanoma ,biomarkers ,biochemical phenomena, metabolism, and nutrition ,medicine.disease ,CTLA-4 ,030220 oncology & carcinogenesis ,Immune checkpoints ,Cancer research ,biology.protein ,bacteria ,Cell cancer ,biological phenomena, cell phenomena, and immunity ,business - Abstract
Immune checkpoint inhibitor&ndash, based therapies that target ctla-4, PD-1, or the PD-1 ligand PD-L1 have received approval in Canada and many parts of the world for the treatment of melanoma, renal cell cancer, urothelial cancer, classical Hodgkin lymphoma, and non-small-cell lung cancer. However only a small proportion of patients derive long-term clinical benefit. Here, we describe the biomarkers associated with the complex relationship between tumour-related immune stimulus, T cell&ndash, mediated immune response, and immune modulation of the microenvironment that can help to predict improved patient outcomes.
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- 2020
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27. Transitions between versions of the International Classification of Diseases and chronic disease prevalence estimates from administrative health data: a population-based study
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Ridwan A. Sanusi, Lin Yan, Amani F. Hamad, Olawale F. Ayilara, Viktoriya Vasylkiv, Mohammad Jafari Jozani, Shantanu Banerji, Joseph Delaney, Pingzhao Hu, Elizabeth Wall-Wieler, Lisa M. Lix, and University of Manitoba
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Canada ,Databases, Factual ,International Classification of Diseases ,Chronic Disease ,Hypertension ,Public Health, Environmental and Occupational Health ,Prevalence ,Humans ,Middle Aged - Abstract
Background Diagnosis codes in administrative health data are routinely used to monitor trends in disease prevalence and incidence. The International Classification of Diseases (ICD), which is used to record these diagnoses, have been updated multiple times to reflect advances in health and medical research. Our objective was to examine the impact of transitions between ICD versions on the prevalence of chronic health conditions estimated from administrative health data. Methods Study data (i.e., physician billing claims, hospital records) were from the province of Manitoba, Canada, which has a universal healthcare system. ICDA-8 (with adaptations), ICD-9-CM (clinical modification), and ICD-10-CA (Canadian adaptation; hospital records only) codes are captured in the data. Annual study cohorts included all individuals 18 + years of age for 45 years from 1974 to 2018. Negative binomial regression was used to estimate annual age- and sex-adjusted prevalence and model parameters (i.e., slopes and intercepts) for 16 chronic health conditions. Statistical control charts were used to assess the impact of changes in ICD version on model parameter estimates. Hotelling’s T2 statistic was used to combine the parameter estimates and provide an out-of-control signal when its value was above a pre-specified control limit. Results The annual cohort sizes ranged from 360,341 to 824,816. Hypertension and skin cancer were among the most and least diagnosed health conditions, respectively; their prevalence per 1,000 population increased from 40.5 to 223.6 and from 0.3 to 2.1, respectively, within the study period. The average annual rate of change in prevalence ranged from -1.6% (95% confidence interval [CI]: -1.8, -1.4) for acute myocardial infarction to 14.6% (95% CI: 13.9, 15.2) for hypertension. The control chart indicated out-of-control observations when transitioning from ICDA-8 to ICD-9-CM for 75% of the investigated chronic health conditions but no out-of-control observations when transitioning from ICD-9-CM to ICD-10-CA. Conclusions The prevalence of most of the investigated chronic health conditions changed significantly in the transition from ICDA-8 to ICD-9-CM. These results point to the importance of considering changes in ICD coding as a factor that may influence the interpretation of trend estimates for chronic health conditions derived from administrative health data.
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- 2021
28. Treatment and Prevention of Brain Metastases in Small Cell Lung Cancer
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Shantanu Banerji, Julian O. Kim, Rebekah Rittberg, Shrinivas Rathod, and David E. Dawe
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Oncology ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,medicine.medical_treatment ,Central nervous system ,Disease ,Radiosurgery ,Metastasis ,Internal medicine ,medicine ,Humans ,Extensive stage ,Limited Stage ,Chemotherapy ,business.industry ,Brain Neoplasms ,medicine.disease ,Small Cell Lung Carcinoma ,respiratory tract diseases ,medicine.anatomical_structure ,Conventional PCI ,Prophylactic cranial irradiation ,Cranial Irradiation ,business - Abstract
Central nervous system (CNS) metastasis will develop in 50% of small cell lung cancer (SCLC) patients throughout disease course. Development of CNS metastasis poses a particular treatment dilemma due to the accompanied cognitive changes, poor permeability of the blood-brain barrier to systemic therapy and relatively advanced state of disease. Survival of patients with untreated SCLC brain metastases is generally
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- 2021
29. Data Driven Identification of Plasma Metabolite Clusters and Metabolites of Interest for Potential Detection of Early Stage Non-Small Cell Lung Cancer Cases Versus Cancer-Free Controls
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Biniam Kidane, Gefei Qing, Shantanu Banerji, Lawrence Tan, Sadeesh Srinathan, Michael Domaratzki, Robert Balshaw, David E. Dawe, Leigh C. Murphy, Michel Aliani, Connel Trevena, Julian Oliver Kim, and Gordon Buduhan
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chemistry.chemical_compound ,Chemistry ,Metabolite ,Cancer-Free ,medicine ,Cancer research ,Identification (biology) ,Non small cell ,Stage (cooking) ,Lung cancer ,medicine.disease - Abstract
Objectives: Metabolomics is a potential means for biofluid-based lung cancer detection. We conducted a non-targeted, data-driven, assessment of plasma from early-stage non-small cell lung cancer (ES-NSCLC) cases versus cancer-free controls (CFC) to explore and identify classes of metabolites for further targeted metabolomics biomarker development. Materials and Methods: Plasma from 250 ES-NSCLC cases and 250 CFCs underwent Ultra High-Performance Liquid Chromatography/Quadrupole Time-Of-Flight Mass Spectrometry (UHPLC-QTOF-MS) in positive and negative electrospray ionization (ESI) modes. Molecular feature extraction, formula generation, and find-by-ion tools annotated metabolic entities. Analysis was restricted to endogenous metabolites present in ≥80% of samples. Unsupervised hierarchical cluster analysis identified clusters of metabolites. The metabolites with the strongest correlation with the principal component of each cluster were included in logistic regression modeling to assess discriminatory performance with and without adjustment for clinical covariates. Results: 1,900 UHPLC-QTOF-MS assessments identified 1,667 and 2,032 endogenous metabolites in the ESI positive and ESI negative modes, respectively. After data filtration, 676 metabolites remained, and 12 clusters of metabolites were identified from each ESI mode. Multivariable logistic regression using the representative metabolite from each cluster revealed effective classification of cases from controls with overall diagnostic accuracy of 91% (ESI positive) and 94% (ESI negative). Metabolites of interest identified for further targeted analysis include: 1b, 3a, 12a-trihydroxy-5b-cholanoic acid, pyridoxamine 5’-phosphate, sphinganine 1-phosphate, gamma-CEHC, 20-carboxy-leukotriene B4, isodesmosine, and 18-hydroxycortisol.Conclusions: Plasma-based metabolomic detection of early-stage NSCLC appears feasible. Further metabolomics studies targeting phospholipid, steroid, and fatty acid metabolism are warranted to further develop non-invasive metabolomics-based detection of early-stage NSCLC.
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- 2021
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30. The impact of the modified frailty index on clinical outcomes for patients with stage IV non-small cell lung cancer receiving chemotherapy
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Shivani Mathur, Laura Prince, Oliver Bucher, Lin Xue, Shantanu Banerji, and David E. Dawe
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Male ,Lung Neoplasms ,Oncology ,Frailty ,Carcinoma, Non-Small-Cell Lung ,Antineoplastic Combined Chemotherapy Protocols ,Humans ,Geriatrics and Gerontology ,Proportional Hazards Models ,Retrospective Studies - Abstract
Frailty impacts outcomes for patients with lung cancer, but no brief tools have been assessed in patients with metastatic disease. We evaluated the impact of the Modified Frailty Index (mFI) on clinical outcomes for patients with metastatic non-small cell lung cancer (NSCLC).We conducted a retrospective cohort study of all patients with Stage IV NSCLC diagnosed in Manitoba between 2011 and 2016 who then received first-line cytotoxic chemotherapy. We assigned mFI scores based on documented comorbidities and collected data on toxicity, progression, and survival. Descriptive statistics characterized the cohort and toxicity experienced. Kaplan-Meier methods were used to evaluate progression-free survival (PFS) and overall survival (OS), followed by multivariable Cox proportional hazards models.Our cohort of 426 (mFI 0/1-2/3+ = 175/196/55) patients, showed no significant association between higher mFI score and incidence of overall chemotherapy toxicity. Patients with mFI 0 experienced more frequent thromboses (p=0.022) and a trend towards less nausea or vomiting (p = 0.059). There was no significant difference in PFS or OS among frailty groups. Poorer performance status, number of metastatic sites, and the absence of a driver mutation were independently associated with poorer PFS and OS. Male sex and not completing chemotherapy were also associated with worse OS.This study is the first to investigate the use of the mFI as a frailty tool in patients with metastatic NSCLC receiving cytotoxic chemotherapy. The mFI does not appear to be strongly associated with treatment-related toxicities, PFS, or OS in patients with metastatic NSCLC receiving first-line cytotoxic chemotherapy.
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- 2021
31. Mapping three versions of the international classification of diseases to categories of chronic conditions
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Ridwan A. Sanusi, Viktoriya Vasylkiv, Pingzhao Hu, Lisa M. Lix, Lin Yan, Mohammad Jafari Jozani, Amani F. Hamad, Shantanu Banerji, Olawale F. Ayilara, Joseph A.C. Delaney, and Elizabeth Wall-Wieler
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Canada ,Information Systems and Management ,Consensus ,international classification of diseases ,Computer science ,Health Informatics ,Mutually exclusive events ,ICD-9-CM ,Health data ,administrative data ,Statistics ,Humans ,HB848-3697 ,Medical diagnosis ,mapping ,Demography ,Population Data Science ,chronic health conditions ,ICD-10-CA ,Demography. Population. Vital events ,Health condition ,crosswalk ,Confidence interval ,Open source ,Chronic disease ,ICDA-8 ,Chronic Disease ,Schema crosswalk ,Software ,Information Systems - Abstract
IntroductionAdministrative health data capture diagnoses using the International Classification of Diseases (ICD), which has multiple versions over time. To facilitate longitudinal investigations using these data, we aimed to map diagnoses identified in three ICD versions – ICD-8 with adaptations (ICDA-8), ICD-9 with clinical modifications (ICD-9-CM), and ICD-10 with Canadian adaptations (ICD-10-CA) – to mutually exclusive chronic health condition categories adapted from the open source Clinical Classifications Software (CCS). MethodsWe adapted the CCS crosswalk to 3-digit ICD-9-CM codes for chronic conditions and resolved the one-to-many mappings in ICD-9-CM codes. Using this adapted CCS crosswalk as the reference and referring to existing crosswalks between ICD versions, we extended the mapping to ICDA-8 and ICD-10-CA. Each mapping step was conducted independently by two reviewers and discrepancies were resolved by consensus through deliberation and reference to prior research. We report the frequencies, agreement percentages and 95% confidence intervals (CI) from each step. ResultsWe identified 354 3-digit ICD-9-CM codes for chronic conditions. Of those, 77 (22%) codes had one-to-many mappings; 36 (10%) codes were mapped to a single CCS category and 41 (12%) codes were mapped to combined CCS categories. In total, the codes were mapped to 130 adapted CCS categories with an agreement percentage of 92% (95% CI: 86%–98%). Then, 321 3-digit ICDA-8 codes were mapped to CCS categories with an agreement percentage of 92% (95% CI: 89%–95%). Finally, 3583 ICD-10-CA codes were mapped to CCS categories; 111 (3%) had a fair or poor mapping quality; these were reviewed to keep or move to another category (agreement percentage=77% [95% CI: 69%–85%]). ConclusionsWe developed crosswalks for three ICD versions (ICDA-8, ICD-9-CM, and ICD-10-CA) to 130 clinically meaningful categories of chronic health conditions by adapting the CCS classification. These crosswalks will benefit chronic disease studies spanning multiple decades of administrative health data.
- Published
- 2021
32. Consensus recommendations for optimizing biomarker testing to identify and treat advanced EGFR-mutated non-small-cell lung cancer
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P Joubert, Brandon S. Sheffield, Barbara Melosky, Shantanu Banerji, N B Leighl, Marcio M. Gomes, Parneet Cheema, Tracy Stockley, and Diana N. Ionescu
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medicine.medical_specialty ,Consensus ,Lung Neoplasms ,medicine.medical_treatment ,Context (language use) ,EGFR T790M ,Targeted therapy ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,Biomarkers, Tumor ,Medicine ,Humans ,030212 general & internal medicine ,Personalized therapy ,Stage (cooking) ,Intensive care medicine ,Lung cancer ,comprehensive biomarker testing ,Biomarker testing ,business.industry ,medicine.disease ,targeted therapy ,respiratory tract diseases ,ErbB Receptors ,non-small-cell lung cancer ,Practice Guideline ,Egfr mutation ,030220 oncology & carcinogenesis ,egfr ,Biomarker (medicine) ,Non small cell ,business ,epidermal growth factor receptor ,nsclc - Abstract
The advent of personalized therapy for non-small-cell lung carcinoma (nsclc) has improved patient outcomes. Selection of appropriate targeted therapy for patients with nsclc now involves testing for multiple biomarkers, including EGFR. EGFR mutation status is required to optimally treat patients with nsclc, and thus timely and accurate biomarker testing is necessary. However, in Canada, there are currently no standardized processes or methods in place to ensure consistent testing implementation. That lack creates challenges in ensuring that all appropriate biomarkers are tested for each patient and that the medical oncologist receives the results for making informed treatment decisions in a timely way.An expert multidisciplinary working group was convened to create consensus recommendations about biomarker testing in advanced NSCLC in Canada, with a primary focus on EGFR testing. Recognizing that there are biomarkers beyond EGFR that require timely identification, the expert multidisciplinary working group considered EGFR testing in the broader context of integration into complex lung biomarker testing. Primarily, the panel of experts recommends that all patients with nonsquamous NSCLC, regardless of stage, should undergo comprehensive reflex biomarker testing at diagnosis with targeted next-generation sequencing. The panel also considered the EGFR testing algorithm and the challenges associated with the pre-analytic, analytic, and post-analytic elements of testing. Strategies for funding testing by reducing silos of single biomarker testing for EGFR and for optimally implementing the recommendations presented here and educating oncology professionals about them are also discussed.
- Published
- 2020
33. Immunotherapy Benefit in a Patient With Non-Small Cell Lung Cancer and a Rare BRAF Mutation
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Rebekah Rittberg, Gefei Qing, David E. Dawe, Susan Green, and Shantanu Banerji
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Pulmonology ,medicine.medical_treatment ,immune checkpoint inhibitor ,Disease ,030204 cardiovascular system & hematology ,medicine.disease_cause ,03 medical and health sciences ,0302 clinical medicine ,Pathology ,medicine ,Anaplastic lymphoma kinase ,Epidermal growth factor receptor ,Lung cancer ,neoplasms ,non-small cell lung cancer ,nivolumab ,Mutation ,biology ,business.industry ,driver mutation ,General Engineering ,Immunotherapy ,medicine.disease ,digestive system diseases ,respiratory tract diseases ,Oncology ,Cancer research ,biology.protein ,Nivolumab ,business ,braf ,030217 neurology & neurosurgery ,V600E - Abstract
Immunotherapy is less effective in non-small cell lung cancer (NSCLC) with driver mutations in epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase (ALK) and some may extrapolate this trend to other driver mutations. Up to 4% of NSCLC cases contain a BRAF mutation. Most BRAF mutations are V600E, and little is known about the impact of treatment in rare BRAF G469A mutations. We present a case of a patient found to have BRAF G469A mutated NSCLC. She was diagnosed with Stage IIIB NSCLC and treated with concurrent chemotherapy and radiation. Post-treatment imaging demonstrated disease progression and she was started on nivolumab, resulting in a dramatic and prolonged response which is ongoing after 76 cycles. Her substantial response and prolonged benefit suggest that BRAF-mutated NSCLC may respond better than EGFR- or ALK-driven disease to immunotherapy. Due to the rarity of specific mutations, this case adds to the limited current published literature on NSCLC harbouring a BRAF G469A mutation and suggests that immunotherapy is a reasonable treatment option.
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- 2020
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34. Comparative metabolomics studies of blood collected in streck and heparin tubes from lung cancer patients
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Shiva Ievari-Shariati, Gefei Qing, Leigh C. Murphy, Biniam Kidane, Shantanu Banerji, Erin M. Goldberg, Julian Kim, Sadeesh Srinathan, and Michel Aliani
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0301 basic medicine ,Male ,Lung Neoplasms ,Physiology ,Pharmacology ,Biochemistry ,Lung and Intrathoracic Tumors ,chemistry.chemical_compound ,0302 clinical medicine ,Chenodeoxycholic acid ,Medicine and Health Sciences ,Metabolites ,Aged, 80 and over ,Blood Specimen Collection ,Multidisciplinary ,Hematologic Tests ,Drugs ,Heparin ,Middle Aged ,Lactic acid ,Body Fluids ,Blood ,Oncology ,030220 oncology & carcinogenesis ,Metabolome ,Adenocarcinoma ,Arterial blood ,Medicine ,Female ,Anatomy ,Cell-Free Nucleic Acids ,medicine.drug ,Research Article ,Adult ,Cell Physiology ,Science ,03 medical and health sciences ,Sex Factors ,medicine ,Humans ,Metabolomics ,Aged ,business.industry ,Carcinoma ,Cancer ,Cancers and Neoplasms ,Biology and Life Sciences ,Cell Biology ,medicine.disease ,Non-Small Cell Lung Cancer ,Cell Metabolism ,030104 developmental biology ,Metabolism ,chemistry ,Blood Collection Tube ,business - Abstract
Metabolomics analysis of blood from patients (n = 42) undergoing surgery for suspected lung cancer was performed in this study. Venous and arterial blood was collected in both Streck and Heparin tubes. A total of 96 metabolites were detected, affected by sex (n = 56), collection tube (n = 33), and blood location (n = 8). These metabolites belonged to a wide array of compound classes including lipids, acids, pharmaceutical agents, signalling molecules, vitamins, among others. Phospholipids and carboxylic acids accounted for 28% of all detected compounds. Out of the 33 compounds significantly affected by collection tube, 18 compounds were higher in the Streck tubes, including allantoin and ketoleucine, and 15 were higher in the Heparin tubes, including LysoPC(P-16:0), PS 40:6, and chenodeoxycholic acid glycine conjugate. Based on our results, it is recommended that replicate blood samples from each patient should be collected in different types of blood collection tubes for a broader range of the metabolome. Several metabolites were found at higher concentrations in cancer patients such as lactic acid in Squamous Cell Carcinoma, and lysoPCs in Adenocarcinoma and Acinar Cell Carcinoma, which may be used to detect early onset and/or to monitor the progress of the cancer patients.
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- 2020
35. Targeting the PD-1/PD-L1 Axis for the Treatment of Non-Small-Cell Lung Cancer
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Shantanu Banerji, P M Bryan, Don Morris, and Daniel E. Meyers
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,Lung Neoplasms ,medicine.medical_treatment ,Programmed Cell Death 1 Receptor ,Review Article ,Disease ,Malignancy ,PD-1/PD-L1 ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,PD-L1 ,Internal medicine ,medicine ,Humans ,Clinical significance ,Lung cancer ,Survival rate ,biology ,business.industry ,Immunotherapy ,immune checkpoints ,medicine.disease ,respiratory tract diseases ,Clinical trial ,030104 developmental biology ,030220 oncology & carcinogenesis ,biology.protein ,business ,nsclc - Abstract
Lung cancer is the leading cause of cancer-specific death among Canadians, with non-small-cell lung cancer (NSCLC) being the most common histologic variant. Despite advances in the understanding of the molecular biology of NSCLC, the survival rate for this malignancy is still poor. It is now understood that, to evade detection and immune clearance, NSCLC tumours overexpress the immunosuppressive checkpoint protein programmed death ligand 1 (PD-L1). Inhibiting the PD-1/PD-L1 axis with monoclonal antibodies has significantly changed the treatment landscape in NSCLC during the last 5 years. Despite evidence of clinical response in some patients, only approximately 20% of patients obtain any durable benefit, and many of the patients who do respond ultimately relapse with drug-resistant disease. The identification of patients who are most likely to benefit from such therapy is therefore important. In the present review, we cover the basics of the PD-1/PD-L1 axis and its clinical significance in NSCLC, biomarkers that are predictive of treatment response, relevant clinical trials of PD-1/PD-L1 blockade completed to date, and proposed mechanisms of acquired therapeutic resistance.
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- 2018
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36. Androgen Receptor and Ki67 Expression and Survival Outcomes in Non-small Cell Lung Cancer
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Laurel Grant, Gefei Qing, David E. Dawe, Shantanu Banerji, Anne Blanchard, Marshall Pitz, Leigh C. Murphy, Carla Penner, Yvonne Myal, Zoann Nugent, and Craig Harlos
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Male ,0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,medicine.drug_class ,Endocrinology, Diabetes and Metabolism ,Disease-Free Survival ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Carcinoma, Non-Small-Cell Lung ,Internal medicine ,Biomarkers, Tumor ,medicine ,Overall survival ,Humans ,Lung cancer ,Aged ,Endocrine and Autonomic Systems ,business.industry ,Hazard ratio ,Middle Aged ,Prognosis ,medicine.disease ,Androgen receptor ,Ki-67 Antigen ,030104 developmental biology ,Receptors, Androgen ,Estrogen ,030220 oncology & carcinogenesis ,Adenocarcinoma ,Immunohistochemistry ,Female ,Non small cell ,business - Abstract
Lung cancer is the most common cause of cancer-related deaths worldwide with non-small cell lung cancer (NSCLC) making up most of these cases. Males have poorer overall survival compared to women following a lung cancer diagnosis. Many studies have focused on the effects of estrogen to explain higher survival rates among women, but few have looked at the effects of androgens. We describe the expression of the androgen receptor (AR) and Ki67 in lung cancer specimens in the Manitoba Tumor Bank (MTB) and correlate these factors with patient outcome. Using the MTB, we performed immunohistochemistry on lung cancer tissue to determine expression of the AR and Ki67. These were then correlated with patient outcome. Of the 136 cases, 55% were female and 55% were adenocarcinoma. AR expression was not independently associated with outcome. Ki67 was associated with a significantly higher hazard ratio for death and recurrence (HR 2.19, 95% CI 1.30-3.70; HR 1.92, 95% CI 1.07-3.46, respectively). AR expression modified the effect of Ki67 on outcome, such that when both were expressed, there was no association with recurrence or survival (HR 2.39, 95% CI 1.31-4.36 for AR- Ki67+ vs HR 1.54, 95% CI 0.44-5.37 for AR+ Ki67+). Ki67 was associated with poorer outcomes alone. AR status alone was not associated with outcome. Although the mechanism remains unclear, AR status seems to negate the association of a high Ki67 and poor outcome.
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- 2018
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37. 19. A customized targeted next-generation sequencing (NGS) panel for solid tumours: Analysis of the first 100 specimens
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Tamara Dyck, Ron Agatep, Afia Hasnain, Beth Spriggs, Shantanu Banerji, and Paul C. Park
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Cancer Research ,Genetics ,Computational biology ,Biology ,Molecular Biology ,DNA sequencing - Published
- 2020
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38. A Canadian guideline on the use of next-generation sequencing in oncologya
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Bryan Lo, Tracy Stockley, G M Yousef, Andrée MacMillan, A. Spatz, Jeanna McCuaig, Shantanu Banerji, Iyare Izevbaye, M. R. Downes, A Christofides, and S Yip
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Oncology ,medicine.medical_specialty ,Canada ,somatic variants ,Best practice ,Genomics ,Medical Oncology ,Unmet needs ,Workflow ,03 medical and health sciences ,0302 clinical medicine ,Patient Education as Topic ,Internal medicine ,Neoplasms ,medicine ,Humans ,guidelines ,030212 general & internal medicine ,Molecular Targeted Therapy ,business.industry ,Communication ,Computational Biology ,High-Throughput Nucleotide Sequencing ,sequencing ,Guideline ,molecular genomics ,Patient management ,Clinical trial ,Practice Guideline ,030220 oncology & carcinogenesis ,oncologists ,Practice Guidelines as Topic ,Next-generation sequencing ,DECIPHER ,pathology ,Molecular Profile ,Immunotherapy ,business - Abstract
Rapid advancements in next-generation sequencing (NGS) technology have created an unprecedented opportunity to decipher the molecular profile of tumours to more effectively prevent, diagnose, and treat cancer. Oncologists now have the option to order molecular tests that can guide treatment decisions. However, to date, most oncologists have received limited training in genomics, and they are now faced with the challenge of understanding how such tests and their interpretation align with patient management. Guidance on how to effectively use NGS technology is therefore needed to aid oncologists in applying the results of genomic tests. The Canadian guideline presented here describes best practices and unmet needs related to ngs-based testing for somatic variants in oncology, including clinical application, assay and sample selection, bioinformatics and interpretation of reports performed by laboratories, patient communication, and clinical trials.
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- 2019
39. A 16 Yin Yang gene expression ratio signature for ER+/node− breast cancer
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Marshall Pitz, Nianguang Cai, James R. Davie, Shujun Huang, Wayne Xu, Shantanu Banerji, Gaofeng Jia, and Leigh C. Murphy
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0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Chemotherapy ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,medicine.disease ,Systemic therapy ,Causes of cancer ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Breast cancer ,MammaPrint ,030220 oncology & carcinogenesis ,Internal medicine ,medicine ,Adjuvant therapy ,Hormonal therapy ,business ,Survival rate - Abstract
Breast cancer is one of the leading causes of cancer death in women. It is a complex and heterogeneous disease with different clinical outcomes. Stratifying patients into subgroups with different outcomes could help guide clinical decision making. In this study, we used two opposing groups of genes, Yin and Yang, to develop a prognostic expression ratio signature. Using the METABRIC cohort we identified a16-gene signature capable of stratifying breast cancer patients into four risk levels with intention that low-risk patients would not undergo adjuvant systemic therapy, intermediate-low-risk patients will be treated with hormonal therapy only, and intermediate-high- and high-risk groups will be treated by chemotherapy in addition to the hormonal therapy. The 16-gene signature for four risk level stratifications of breast cancer patients has been validated using 14 independent datasets. Notably, the low-risk group (n = 51) of 205 estrogen receptor-positive and node negative (ER+/node-) patients from three different datasets who had not had any systemic adjuvant therapy had 100% 15-year disease-specific survival rate. The Concordance Index of YMR for ER+/node negative patients is close to the commercially available signatures. However, YMR showed more significance (HR = 3.7, p = 8.7e-12) in stratifying ER+/node- subgroup than OncotypeDx (HR = 2.7, p = 1.3e-7), MammaPrint (HR = 2.5, p = 5.8e-7), rorS (HR = 2.4, p = 1.4e-6), and NPI (HR = 2.6, p = 1.2e-6). YMR signature may be developed as a clinical tool to select a subgroup of low-risk ER+/node- patients who do not require any adjuvant hormonal therapy (AHT).
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- 2017
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40. A 10-Gene Yin Yang Expression Ratio Signature for Stage IA and IB Non–Small Cell Lung Cancer
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Leigh C. Murphy, James R. Davie, Shantanu Banerji, Gaofeng Jia, Wayne Xu, and Robert A. Kratzke
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Male ,0301 basic medicine ,Pulmonary and Respiratory Medicine ,Oncology ,medicine.medical_specialty ,Lung Neoplasms ,Microarray ,Cell ,Disease ,Biology ,Bioinformatics ,Malignancy ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,Internal medicine ,Gene expression ,medicine ,Humans ,Yin-Yang ,Lung cancer ,Gene ,Neoplasm Staging ,Gene Expression Profiling ,Prognosis ,medicine.disease ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Adenocarcinoma ,Female - Abstract
Introduction Lung cancer is the leading killer cancer worldwide. There is an urgent need for easy-to-use and robust clinical gene signatures for improved prognosis and treatment prediction. Methods We used a gene expression signature termed the Yin and Yang mean ratio (YMR), which is based on two groups of genes with opposing function, to determine lung cancer prognosis. The YMR signature represents the relative state of an individual tumor on a gene expression spectrum ranging from malignancy to the normal healthy lung. The genes in the YMR signature have therefore been determined independently of survival time, which is different from previous regression models. We then leveraged the cross-platform utility of the YMR signature to optimize the signature into a smaller set of genes that validated the robustness of the signature in many independent lung cancer expression data sets. Results Four Yin and six Yang genes were optimized using 741 NSCLC cases from diverse platforms, including microarray and RNA sequencing. The 10-gene signature demonstrated significant differences in survival in eight individual independent data sets and a larger combined 1346-patient data set. When multivariate analysis taking into account other common predictors of survival was used, the 5-year recurrence-free rate of YMR ( p = 6.4 × 10 -6 , HR =1.71 [1.36–2.16]) was secondary only to stage. The YMR signature significantly separated high- and low-risk patients with stage IA or 1B adenocarcinoma and squamous cell carcinomas of all stages. The YMR signature can also predict the benefit of adjuvant chemotherapy in high-risk patients with stage I NSCLC. Conclusions The YMR signature has great potential for guiding clinical management for NSCLC, particularly early-stage disease. The signature appears more reproducible than older signatures and functions using a variety of common gene expression platforms.
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- 2016
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41. Metabolic Signatures of Lung Cancer in Sputum and Exhaled Breath Condensate Detected by ¹H Magnetic Resonance Spectroscopy: A Feasibility Study
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Naseer Ahmed, Tedros Bezabeh, Omkar B. Ijare, Renelle Myers, Reem Alomran, Michel Aliani, Zoann Nugent, Shantanu Banerji, Julian Kim, Gefei Qing, and Zoheir Bshouty
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,lcsh:R895-920 ,respiratory tract diseases - Abstract
Objectives Lung cancer is one of the most lethal cancers. Currently, there are no biomarkers for early detection, monitoring treatment response, and detecting recurrent lung cancer. We undertook this study to determine if 1 H magnetic resonance spectroscopy (MRS) of sputum and exhaled breath condensate (EBC), as a noninvasive tool, can identify metabolic biomarkers of lung cancer. Materials and Methods Sputum and EBC samples were collected from 20 patients, comprising patients with pathologically confirmed non-small cell lung cancer ( n = 10) and patients with benign respiratory conditions ( n = 10). Both sputum and EBC samples were collected from 18 patients; 2 patients provided EBC samples only. 1 H MR spectra were obtained on a Bruker Avance 400 MHz nuclear magnetic resonance (NMR) spectrometer. Sputum samples were further confirmed cytologically to distinguish between true sputum and saliva. Results In the EBC samples, median concentrations of propionate, ethanol, acetate, and acetone were higher in lung cancer patients compared to the patients with benign conditions. Median concentration of methanol was lower in lung cancer patients (0.028 mM) than in patients with benign conditions (0.067 mM; P = 0.028). In the combined sputum and saliva and the cytologically confirmed sputum samples, median concentrations of N -acetyl sugars, glycoprotein, propionate, lysine, acetate, and formate were lower in the lung cancer patients than in patients with benign conditions. Glucose was found to be consistently absent in the combined sputum and saliva samples (88%) as well as in the cytologically confirmed sputum samples (86%) of lung cancer patients. Conclusion Absence of glucose in sputum and lower concentrations of methanol in EBC of lung cancer patients discerned by 1 H MRS may serve as metabolic biomarkers of lung cancer for early detection, monitoring treatment response, and detecting recurrence.
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- 2016
42. Immune Signatures of Non–Small Cell Lung Cancer
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David E. Dawe, Shantanu Banerji, and Susan Green
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Pulmonary and Respiratory Medicine ,business.industry ,medicine.disease ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Oncology ,030220 oncology & carcinogenesis ,Cancer research ,Medicine ,030212 general & internal medicine ,Non small cell ,business ,Lung cancer - Published
- 2017
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43. Association of Mindfulness-Based Interventions With Anxiety Severity in Adults With Cancer
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Ryan Zarychanski, Sara Beattie, Roberta L. Woodgate, Nicole Askin, Sapna Oberoi, Ahmed M Abou-Setta, Sara J. Israels, Shantanu Banerji, Rasheda Rabbani, Lillian Sung, Abha A. Gupta, Saroj Niraula, Gary Altman, and Jiayu Yang
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medicine.medical_specialty ,Mindfulness ,business.industry ,Psychological intervention ,General Medicine ,law.invention ,Systematic review ,Randomized controlled trial ,Quality of life ,law ,Meta-analysis ,medicine ,Physical therapy ,Anxiety ,medicine.symptom ,business ,Depression (differential diagnoses) - Abstract
Importance Mindfulness-based interventions (MBIs), grounded in mindfulness, focus on purposely paying attention to experiences occurring at the present moment without judgment. MBIs are increasingly used by patients with cancer for the reduction of anxiety, but it remains unclear if MBIs reduce anxiety in patients with cancer. Objective To evaluate the association of MBIs with reductions in the severity of anxiety in patients with cancer. Data Sources Systematic searches of MEDLINE, Embase, Cochrane Central Register of Controlled Trials, CINAHL, PsycINFO, and SCOPUS were conducted from database inception to May 2019 to identify relevant citations. Study Selection Randomized clinical trials (RCTs) that compared MBI with usual care, waitlist controls, or no intervention for the management of anxiety in cancer patients were included. Two reviewers conducted a blinded screening. Of 101 initially identified studies, 28 met the inclusion criteria. Data Extraction and Synthesis Two reviewers independently extracted the data. The Cochrane Collaboration risk-of-bias tool was used to assess the quality of RCTs, and the Preferred Reporting Items for Systematic Reviews and Meta-analyses reporting guideline was followed. Summary effect measures were reported as standardized mean differences (SMDs) and calculated using a random-effects model. Main Outcomes and Measures Our primary outcome was the measure of severity of short-term anxiety (up to 1-month postintervention); secondary outcomes were the severity of medium-term (1 to ≤6 months postintervention) and long-term (>6 to 12 months postintervention) anxiety, depression, and health-related quality of life of patients and caregivers. Results This meta-analysis included 28 RCTs enrolling 3053 adults with cancer. None of the trials were conducted in children. Mindfulness was associated with significant reductions in the severity of short-term anxiety (23 trials; 2339 participants; SMD, −0.51; 95% CI, −0.70 to −0.33;I2 = 76%). The association of mindfulness with short-term anxiety did not vary by evaluated patient, intervention, or study characteristics. Mindfulness was also associated with the reduction of medium-term anxiety (9 trials; 965 participants; SMD, −0.43; 95% CI, −0.68 to −0.18;I2 = 66%). No reduction in long-term anxiety was observed (2 trials; 403 participants; SMD, −0.02; 95% CI, −0.38 to 0.34;I2 = 68%). MBIs were associated with a reduction in the severity of depression in the short term (19 trials; 1874 participants; SMD, −0.73; 95% CI; −1.00 to −0.46;I2 = 86%) and the medium term (8 trials; 891 participants; SMD, −0.85; 95% CI, −1.35 to −0.35;I2 = 91%) and improved health-related quality of life in patients in the short term (9 trials; 1108 participants; SMD, 0.51; 95% CI, 0.20 to 0.82;I2 = 82%) and the medium term (5 trials; 771 participants; SMD, 0.29; 95% CI, 0.06 to 0.52;I2 = 57%). Conclusions and Relevance In this study, MBIs were associated with reductions in anxiety and depression up to 6 months postintervention in adults with cancer. Future trials should explore the long-term association of mindfulness with anxiety and depression in adults with cancer and determine its efficacy in more diverse cancer populations using active controls.
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- 2020
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44. Canadian consensus: oligoprogressive, pseudoprogressive, and oligometastatic non-small-cell lung cancer
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Duncan J. Stewart, David Roberge, Robert MacRae, Shantanu Banerji, Janessa Laskin, Stephanie Brule, Scott A. Laurie, Garth Nicholas, P. Cheung, Vera Hirsh, Rosalyn A. Juergens, Natasha B. Leighl, Ming-Sound Tsao, Parneet Cheema, N. Daaboul, J. Rothenstein, Desiree Hao, and N. Blais
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Adult ,Male ,medicine.medical_specialty ,Canada ,Lung Neoplasms ,Line of therapy ,pseudoprogression ,Guidelines as Topic ,oligometastatic disease ,03 medical and health sciences ,0302 clinical medicine ,Quality of life (healthcare) ,Carcinoma, Non-Small-Cell Lung ,medicine ,Humans ,030212 general & internal medicine ,Patient participation ,Intensive care medicine ,Lung cancer ,Pseudoprogression ,nsclc, advanced ,Non-small-cell lung cancer, advanced ,business.industry ,Treatment options ,Middle Aged ,medicine.disease ,Clinical trial ,Practice Guideline ,030220 oncology & carcinogenesis ,Disease Progression ,Quality of Life ,Non small cell ,business ,oligoprogression - Abstract
Background: Little evidence has been generated for how best to manage patients with non-small-cell lung cancer (NSCLS) presenting with rarer clinical scenarios, including oligometastases, oligoprogression, and pseudoprogression. In each of those scenarios, oncologists have to consider how best to balance efficacy with quality of life, while maximizing the duration of each line of therapy and ensuring that patients are still eligible for later options, including clinical trial enrolment. Methods: An expert panel was convened to define the clinical questions. Using case-based presentations, consensus practice recommendations for each clinical scenario were generated through focused, evidence-based discussions. Results: Treatment strategies and best-practice or consensus recommendations are presented, with areas of consensus and areas of uncertainty identified. Conclusions: In each situation, treatment has to be tailored to suit the individual patient, but with the intent of extending and maximizing the use of each line of treatment, while keeping treatment options in reserve for later lines of therapy. Patient participation in clinical trials examining these issues should be encouraged.
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- 2019
45. Patient Reported Outcomes Following Lower Extremity Soft Tissue Sarcoma Resection with Microsurgical Preservation of Ambulation
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Shantanu Banerji, Mohamed Akra, Colin W. McInnes, Thomas Edward Jo Hayakawa, Edward W. Buchel, Kim R. Dalke, and Ian R. MacArthur
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Adult ,Male ,medicine.medical_specialty ,medicine.medical_treatment ,Soft Tissue Neoplasms ,Free flap ,Walking ,030230 surgery ,Thigh ,Limb Salvage Procedure ,Free Tissue Flaps ,Amputation, Surgical ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Patient Reported Outcome Measures ,Aged ,Retrospective Studies ,Aged, 80 and over ,business.industry ,Soft tissue sarcoma ,Sarcoma ,Middle Aged ,Plastic Surgery Procedures ,medicine.disease ,Limb Salvage ,Tendon ,Surgery ,medicine.anatomical_structure ,Amputation ,Lower Extremity ,030220 oncology & carcinogenesis ,Quality of Life ,Female ,business ,Perforator flaps - Abstract
Background Lower extremity soft tissue sarcoma treatment has evolved from primarily amputation procedures toward limb salvage. This series assesses whether soft tissue sarcoma tissue defects, extensive enough to require microsurgical reconstruction, can reliably result in preservation of ambulation, as well as objectively evaluate functional outcomes utilizing a patient-reported validated scale. It will also look at whether immediate functional muscle reconstructions and tendon transfers can be successful at restoring ambulation, potentially expanding the indications for limb salvage procedures. Methods A retrospective review of all microsurgical reconstructions for limb salvage in lower extremity sarcoma patients was completed at our institution (2009–2013). Patients were additionally asked to complete the Toronto Extremity Salvage Score(TESS) quality of life survey. Results Over a 5-year period, 23 patients (mean age: 53 years) underwent free flap reconstructions for 23 sarcomas (mean follow-up: 14 months). Seventy-eight percent of patients received neoadjuvant radiation. The thigh was the most common tumor site (61%) and three muscles were resected on average. Perforator flaps were most frequently used (61%), and functional muscle transfers or immediate tendon transfers were used in four patients. There were no flap take-backs or failures, and 22 patients achieved independent ambulation. Three patients in the series died, two from metastatic disease found postoperatively and one from local recurrence. A 74% response rate was achieved for the TESS survey, with a mean score of 83. Conclusion Microsurgical reconstruction of lower extremity sarcoma defects enables preservation of independent ambulation. Restoration of function utilizing immediate functional microsurgical reconstructions and tendon transfers should be considered.
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- 2018
46. P2.11-10 Discovery of Potential Biomarkers That Discriminate Early Stage NSCLC from Controls by Non-Targeted Metabolomics Profiling
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David E. Dawe, R. Balshaw, Biniam Kidane, C. Trevena, Michel Aliani, Sadeesh Srinathan, Julian Kim, Gordon Buduhan, Gefei Qing, L. Tan, Michael Domaratzki, Shantanu Banerji, and Leigh C. Murphy
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Pulmonary and Respiratory Medicine ,Oncology ,Non targeted metabolomics ,business.industry ,Potential biomarkers ,Medicine ,Profiling (information science) ,Computational biology ,business - Published
- 2019
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47. Benefit of crizotinib in a lung cancer patient with discordant ALK testing results
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Shantanu Banerji, Steven Grocholski, David E. Dawe, and Gefei Qing
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0301 basic medicine ,Oncology ,Male ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,Pleural effusion ,medicine.medical_treatment ,Population ,Antineoplastic Agents ,Adenocarcinoma ,Targeted therapy ,03 medical and health sciences ,0302 clinical medicine ,Crizotinib ,Internal medicine ,Carcinoma, Non-Small-Cell Lung ,medicine ,Anaplastic lymphoma kinase ,Humans ,Anaplastic Lymphoma Kinase ,Lung cancer ,education ,In Situ Hybridization, Fluorescence ,Neoplasm Staging ,education.field_of_study ,Performance status ,business.industry ,Middle Aged ,medicine.disease ,Immunohistochemistry ,Progression-Free Survival ,030104 developmental biology ,Dyspnea ,030220 oncology & carcinogenesis ,Lymph Nodes ,business ,medicine.drug - Abstract
Crizotinib is a first line treatment for patients with non-small cell lung cancer (NSCLC) harboring translocations in anaplastic lymphoma kinase (ALK). The current gold standard for determining ALK status is fluorescence in-situ hybridisation (FISH), but immunohistochemistry (IHC) is becoming increasingly popular due to lower cost. There are currently few reports on clinical outcomes with crizotinib therapy in patients who have tested negative by FISH and positive by IHC. A 53 year old lifelong non-smoking, physically active male with newly diagnosed Stage IV NSCLC presented with shortness of breath on exertion one month prior to referral. Staging CT scan failed to show a discreet lung lesion, but the left lower lobe was collapsed due to pleural effusion. Pleural fluid showed adenocarcinoma and IHC was positive for an ALK mutation, while FISH was negative. Pre-treatment PET-CT showed hypermetabolic, enlarged lymph nodes in the mediastinum and retroperitoneum. Partially due to patient concerns about cytotoxic chemotherapy toxicity, crizotinib therapy was instituted. Repeat CT conducted two months after crizotinib initiation showed a decrease in lymphadenopathy at all sites compared to the PET-CT. Furthermore, the patient showed clinical improvement, with less drainage through his PleurX catheter and stability of his excellent performance status. After 12 months on crizotinib CT showed ongoing improvement in lymphadenopathy. His bloodwork has been stable, and he denies significant drug toxicity. This case illustrates a sustained response to crizotinib therapy in a patient with an ALK translocation identified by IHC, but with negative FISH testing. The literature suggests that the population with these discordant results could be up to 19% of ALK positive NSCLC. Patients in this subgroup who are receiving crizotinib should be identified and outcome data pooled. However, in the interim, oncologists may wish to consider targeted therapy for these discordant patients.
- Published
- 2017
48. Canadian consensus: inhibition of ALK-positive tumours in advanced non-small-cell lung cancer
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Roula Albadine, Rosalyn A. Juergens, Normand Blais, Charles Butts, Victor Cohen, Zhaolin Xu, Scott A. Laurie, Suzanne Kamel-Reid, Shantanu Banerji, Geoffrey Liu, D.G. Bebb, Diana N. Ionescu, Wojciech Morzycki, P. Cheung, Ming-Sound Tsao, Jason Agulnik, Parneet Cheema, Jean Deschenes, Barbara Melosky, D. Bethune, and V. Hirsh
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,medicine.drug_class ,Population ,ALK Pathway ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,hemic and lymphatic diseases ,medicine ,Anaplastic lymphoma kinase ,education ,Lung cancer ,targeted inhibition ,education.field_of_study ,molecular testing ,Crizotinib ,Ceritinib ,business.industry ,anaplastic lymphoma kinase ,medicine.disease ,respiratory tract diseases ,ALK inhibitor ,030104 developmental biology ,Practice Guideline ,ALK ,non-small-cell lung cancer ,030220 oncology & carcinogenesis ,business ,Brain metastasis ,medicine.drug - Abstract
Anaplastic lymphoma kinase (alk) is an oncogenic driver in non-small-cell lung cancer (nsclc). Chromosomal rearrangements involving the ALK gene occur in up to 4% of nonsquamous nsclc patients and lead to constitutive activation of the alk signalling pathway. ALK-positive nsclc is found in relatively young patients, with a median age of 50 years. Patients frequently have brain metastasis. Targeted inhibition of the alk pathway prolongs progression-free survival in patients with ALK-positive advanced nsclc. The results of several recent clinical trials confirm the efficacy and safety benefit of crizotinib and ceritinib in this population. Canadian oncologists support the following consensus statement: All patients with advanced nonsquamous nsclc (excluding pure neuroendocrine carcinoma) should be tested for the presence of an ALK rearrangement. If an ALK rearrangement is present, treatment with a targeted alk inhibitor in the first-line setting is recommended. As patients become resistant to first-generation alk inhibitors, other treatments, including second-generation alk inhibitors can be considered.
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- 2016
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49. A 16 Yin Yang gene expression ratio signature for ER+/node- breast cancer
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Wayne, Xu, Gaofeng, Jia, Nianguang, Cai, Shujun, Huang, James R, Davie, Marshall, Pitz, Shantanu, Banerji, and Leigh, Murphy
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Adult ,Neoplasms, Hormone-Dependent ,Datasets as Topic ,Breast Neoplasms ,Estrogens ,Middle Aged ,Prognosis ,Neoplasm Proteins ,Treatment Outcome ,Receptors, Estrogen ,Biomarkers, Tumor ,Humans ,Yin-Yang ,Female ,Breast ,Transcriptome ,Genes, Neoplasm ,Proportional Hazards Models - Abstract
Breast cancer is one of the leading causes of cancer death in women. It is a complex and heterogeneous disease with different clinical outcomes. Stratifying patients into subgroups with different outcomes could help guide clinical decision making. In this study, we used two opposing groups of genes, Yin and Yang, to develop a prognostic expression ratio signature. Using the METABRIC cohort we identified a16-gene signature capable of stratifying breast cancer patients into four risk levels with intention that low-risk patients would not undergo adjuvant systemic therapy, intermediate-low-risk patients will be treated with hormonal therapy only, and intermediate-high- and high-risk groups will be treated by chemotherapy in addition to the hormonal therapy. The 16-gene signature for four risk level stratifications of breast cancer patients has been validated using 14 independent datasets. Notably, the low-risk group (n = 51) of 205 estrogen receptor-positive and node negative (ER+/node-) patients from three different datasets who had not had any systemic adjuvant therapy had 100% 15-year disease-specific survival rate. The Concordance Index of YMR for ER+/node negative patients is close to the commercially available signatures. However, YMR showed more significance (HR = 3.7, p = 8.7e-12) in stratifying ER+/node- subgroup than OncotypeDx (HR = 2.7, p = 1.3e-7), MammaPrint (HR = 2.5, p = 5.8e-7), rorS (HR = 2.4, p = 1.4e-6), and NPI (HR = 2.6, p = 1.2e-6). YMR signature may be developed as a clinical tool to select a subgroup of low-risk ER+/node- patients who do not require any adjuvant hormonal therapy (AHT).
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- 2016
50. Integrative genome analyses identify key somatic driver mutations of small-cell lung cancer
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Jo Vandesompele, Peter Nürnberg, Shantanu Banerji, Lukas C. Heukamp, Stefanie Heynck, Matthias Fischer, Daniel Rauh, Sylvie Lantuejoul, Ingelore Baessmann, Holger Moch, Matthew Meyerson, Reinhard Büttner, Kwon-Sik Park, Ines Wilkening, Steinar Solberg, Stefan A. Haas, Egber Smit, Dennis Plenker, Zoe Wainer, Prudence A. Russell, Ilona Dahmen, William Pao, Erik Thunnissen, C. Ligorio, Bram De Wilde, Paul K. Brindle, Diana Böhm, Vito Michele Fazio, Vincenzo Di Cerbo, Benjamin Solomon, Stefania Damiani, Walburga Engel-Riedel, Erich Stoelben, Corinna Ludwig, Hannie Sietsma, Daniëlle A M Heideman, Jürgen Wolf, Thomas Muley, Elisabeth Brambilla, Ruping Sun, Wim Timens, Jay Shendure, Laura Pasqualucci, Kristian Cibulskis, Julien Sage, Gavin M. Wright, Mirjam Koker, Pierre Validire, Danila Seidel, Johannes M. Heuckmann, Harry J.M. Groen, Christian Becker, Philippe Lorimier, Peter J.F. Snijders, Sven Perner, Michael Brockmann, Xin Lu, Franziska Gabler, Scott L. Carter, Marius Lund-Iversen, Lucia Anna Muscarella, Jörg Sänger, Benjamin Besse, Hans Ulrich Schildhaus, Frauke Leenders, John K. Field, Odd Terje Brustugun, Christian Brambilla, Philipp A. Schnabel, Sascha Ansén, Christian Grütter, Michael Hallek, Gad Getz, Yuan Chen, Roopika Menon, Roman K. Thomas, Joachim H. Clement, Janine Altmüller, Martin L. Sos, Hans Hoffmann, Peter M. Schneider, Julie George, Christian Müller, Iver Petersen, Federico Cappuzzo, Lawryn H. Kasper, Robert Schneider, Martin Peifer, Lynnette Fernandez-Cuesta, Jean-Charles Soria, Alex Soltermann, Thomas Zander, Walter Weder, Pathology, Pulmonary medicine, CCA - Oncogenesis, Damage and Repair in Cancer Development and Cancer Treatment (DARE), Guided Treatment in Optimal Selected Cancer Patients (GUTS), Groningen Research Institute for Asthma and COPD (GRIAC), Peifer M, Fernández-Cuesta L, Sos ML, George J, Seidel D, Kasper LH, Plenker D, Leenders F, Sun R, Zander T, Menon R, Koker M, Dahmen I, Müller C, Di Cerbo V, Schildhaus HU, Altmüller J, Baessmann I, Becker C, de Wilde B, Vandesompele J, Böhm D, Ansén S, Gabler F, Wilkening I, Heynck S, Heuckmann JM, Lu X, Carter SL, Cibulskis K, Banerji S, Getz G, Park KS, Rauh D, Grütter C, Fischer M, Pasqualucci L, Wright G, Wainer Z, Russell P, Petersen I, Chen Y, Stoelben E, Ludwig C, Schnabel P, Hoffmann H, Muley T, Brockmann M, Engel-Riedel W, Muscarella LA, Fazio VM, Groen H, Timens W, Sietsma H, Thunnissen E, Smit E, Heideman DA, Snijders PJ, Cappuzzo F, Ligorio C, Damiani S, Field J, Solberg S, Brustugun OT, Lund-Iversen M, Sänger J, Clement JH, Soltermann A, Moch H, Weder W, Solomon B, Soria JC, Validire P, Besse B, Brambilla E, Brambilla C, Lantuejoul S, Lorimier P, Schneider PM, Hallek M, Pao W, Meyerson M, Sage J, Shendure J, Schneider R, Büttner R, Wolf J, Nürnberg P, Perner S, Heukamp LC, Brindle PK, Haas S, and Thomas RK.
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Mutation rate ,EPH-RECEPTOR ,Genome ,Article ,lung ,03 medical and health sciences ,0302 clinical medicine ,E-CADHERIN ,Genetics ,PTEN ,EP300 ,small cell carcinoma ,neoplasms ,Exome sequencing ,ACUTE LYMPHOBLASTIC-LEUKEMIA ,030304 developmental biology ,P53 REGULATION ,0303 health sciences ,biology ,EGFR MUTATIONS ,MOUSE MODEL ,GENE ,humanities ,PROSTATE-CANCER ,respiratory tract diseases ,3. Good health ,FREQUENT MUTATION ,Gene expression profiling ,Histone ,030220 oncology & carcinogenesis ,Cancer research ,biology.protein ,Human genome ,NEUROENDOCRINE TUMORS - Abstract
Small-cell lung cancer (SCLC) is an aggressive lung tumor subtype with poor prognosis(1-3). We sequenced 29 SCLC exomes, 2 genomes and 15 transcriptomes and found an extremely high mutation rate of 7.4 +/- 1 protein-changing mutations per million base pairs. Therefore, we conducted integrated analyses of the various data sets to identify pathogenetically relevant mutated genes. In all cases, we found evidence for inactivation of TP53 and RB1 and identified recurrent mutations in the CREBBP, EP300 and MLL genes that encode histone modifiers. Furthermore, we observed mutations in PTEN, SLIT2 and EPHA7, as well as focal amplifications of the FGFR1 tyrosine kinase gene. Finally, we detected many of the alterations found in humans in SCLC tumors from Tp53 and Rb1 double knockout mice(4). Our study implicates histone modification as a major feature of SCLC, reveals potentially therapeutically tractable genomic alterations and provides a generalizable framework for the identification of biologically relevant genes in the context of high mutational background.
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- 2012
- Full Text
- View/download PDF
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