869 results on '"David Dingli"'
Search Results
2. Patient-reported outcomes and daily activity assessed with a digital wearable device in patients with paroxysmal nocturnal hemoglobinuria treated with ravulizumab: REVEAL, a prospective, observational study
- Author
-
Elizabeth A. Griffiths, Jae S. Min, Wei-Nchih Lee, Jeffrey C. Yu, Yogesh Patel, Karl-Johan Myren, and David Dingli
- Subjects
Paroxysmal nocturnal hemoglobinuria ,Health-related quality of life ,Fatigue ,Patient-reported outcomes ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Background Paroxysmal nocturnal hemoglobinuria (PNH) is a rare, chronic blood disorder. Symptoms such as fatigue can have a substantial impact on patients’ physical activity levels, sleep, quality of life, and work productivity. Ravulizumab treatment can reduce thrombosis risk, improve survival and quality of life, and reduce fatigue in PNH, but information is limited on how it impacts sleep and physical activity. Here, data on resting heart rate, daily physical activity, and sleep in ravulizumab-treated patients with PNH were passively collected via a digital wearable activity-tracking device and patient-reported outcome (PRO) data were collected via weekly surveys in the same cohort. Methods REVEAL was a 32-week prospective observational cohort study in individuals with PNH receiving ravulizumab in the USA. A wrist-worn Fitbit™ collected data on resting heart rate, daily step count, and sleep duration from eligible patients. Patients also completed the following electronic weekly surveys: Functional Assessment of Chronic Illness Therapy (FACIT) – Fatigue, Patient-Reported Outcomes Measurement Information System (PROMIS) Global Physical Health, PROMIS Global Mental Health, PROMIS Sleep-Related Impairment and Sleep Disturbance, and Work Productivity and Activity Impairment Questionnaire – Specific Health Problem (WPAI-SHP). Data collected from the activity trackers and surveys were compared against US general population values reported in the literature. Results Twenty-eight ravulizumab-treated patients were included (median age: 34 years; 54% female). PRO scores were within US general population normative values, including FACIT-Fatigue (40.0), PROMIS Global Physical Health (51.0), Global Mental Health (51.0), Sleep-Related Impairment (50.0), and Sleep Disturbance (49.0). Similarly, mean resting heart rate (67 bpm), daily step count (7476), and sleep duration (7.7 h) were within the range of US general population values. Daily step count was positively correlated with PROMIS Global Physical and Mental Health scores. Conclusions This was the first study to use digital monitoring technology to collect data on physical activity and sleep in patients with PNH. The findings indicate that ravulizumab treatment enables patients with PNH to achieve activity levels (heart rate, sleep duration, step count) and quality of life that are comparable to those of the US general population. A weak positive correlation was identified between patient-reported physical and mental health and daily physical activity levels.
- Published
- 2024
- Full Text
- View/download PDF
3. Clinical features associated with poor response and early relapse following BCMA-directed therapies in multiple myeloma
- Author
-
Matthew J. Rees, Aytaj Mammadzadeh, Abiola Bolarinwa, Mohammed E. Elhaj, Arwa Bohra, Radhika Bansal, Sikander Ailawadhi, Ricardo Parrondo, Saurabh Chhabra, Amit Khot, Suzanne Hayman, Angela Dispenzieri, Francis Buadi, David Dingli, Rahma Warsame, Prashant Kapoor, Morie A. Gertz, Eli Muchtar, Taxiarchis Kourelis, Wilson Gonsalves, S. Vincent Rajkumar, Yi Lin, and Shaji Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Three classes of BCMA-directed therapy (BDT) exist: antibody drug-conjugates (ADCs), CAR-T, and T-cell engagers (TCEs), each with distinct strengths and weaknesses. To aid clinicians in selecting between BDTs, we reviewed myeloma patients treated at Mayo Clinic with commercial or investigational BDT between 2018-2023. We identified 339 individuals (1-exposure = 297, 2-exposures = 38, 3-exposures = 4) who received 385 BDTs (ADC = 59, TCE = 134, CAR-T = 192), with median follow-up of 21-months. ADC recipients were older, with more lines of therapy (LOT), and penta-refractory disease. Compared to ADCs, CAR-T (aHR = 0.29, 95%CI = 0.20–0.43) and TCEs (aHR = 0.62, 95%CI = 0.43–0.91) had better progression-free survival (PFS) on analysis adjusted for age, the presence of extramedullary (EMD), penta-refractory disease, multi-hit high-risk cytogenetics, prior BDT, and the number of LOT in the preceding 1-year. Likewise, compared to ADCs, CAR-T (aHR = 0.28, 95%CI = 0.18–0.44) and TCEs (aHR = 0.60, 95%CI = 0.39–0.93) had superior overall survival. Prior BDT exposure negatively impacted all classes but was most striking in CAR-T, ORR 86% vs. 50% and median PFS 13-months vs. 3-months. Of relapses, 54% were extramedullary in nature, and a quarter of these cases had no history of EMD. CAR-T demonstrates superior efficacy and where feasible, should be the initial BDT. However, for patients with prior BDT or rapidly progressive disease, an alternative approach may be preferable.
- Published
- 2024
- Full Text
- View/download PDF
4. Normalization of Hemoglobin, Lactate Dehydrogenase, and Fatigue in Patients with Paroxysmal Nocturnal Hemoglobinuria Treated with Pegcetacoplan
- Author
-
Brian P. Mulherin, Michael Yeh, Mohammed Al-Adhami, and David Dingli
- Subjects
Therapeutics. Pharmacology ,RM1-950 - Abstract
Abstract Background and Objectives We determined normalization rates for hemoglobin, lactate dehydrogenase (LDH), and fatigue in patients with paroxysmal nocturnal hemoglobinuria (PNH) treated with pegcetacoplan (PEG) in the PEGASUS (NCT03500549) and PRINCE (NCT04085601) phase III trials. Methods Enrolled patients had PNH and hemoglobin
- Published
- 2024
- Full Text
- View/download PDF
5. Outcomes of patients with multiple myeloma refractory to standard dose vs low dose lenalidomide
- Author
-
Utkarsh Goel, Charalampos Charalampous, Prashant Kapoor, Moritz Binder, Francis K. Buadi, David Dingli, Angela Dispenzieri, Amie Fonder, Morie A. Gertz, Wilson I. Gonsalves, Suzanne R. Hayman, Miriam A. Hobbs, Yi L. Hwa, Taxiarchis Kourelis, Martha Q. Lacy, Nelson Leung, Yi Lin, Rahma M. Warsame, Robert A. Kyle, S. Vincent Rajkumar, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Refractoriness to lenalidomide is an important factor determining the choice of therapy at first relapse in multiple myeloma (MM). It remains debatable if resistance to lenalidomide varies among MM refractory to standard doses vs low dose maintenance doses. In this study, we assessed the outcomes with subsequent therapies in patients with MM refractory to standard dose vs low dose lenalidomide. We retrospectively reviewed all patients with MM at our institution who received first line therapy with lenalidomide containing regimens, and assessed progression free survival (PFS) and overall survival for these patients for second line therapy, and with lenalidomide retreatment. For second line therapy, we found no difference in the PFS between standard dose refractory and low dose refractory groups (median PFS 14 months vs 14 months, p = 0.95), while the PFS for both these groups was inferior to the not refractory group (median PFS 30 months, p
- Published
- 2024
- Full Text
- View/download PDF
6. Expert consensus on the management of pharmacodynamic breakthrough-hemolysis in treated paroxysmal nocturnal hemoglobinuria
- Author
-
David Dingli, Carlos De Castro III, Jamie Koprivnikar, Austin Kulasekararaj, Jaroslaw Maciejewski, Brian Mulherin, Jens Panse, Vinod Pullarkat, Alexander Röth, Jamile Shammo, Louis Terriou, Ilene Weitz, Irina Yermilov, Sarah Gibbs, Michael Broder, David Beenhouwer, and David Kuter
- Subjects
(Need 8): Consensus ,Aplastic anemia ,Bone marrow failure ,Coagulation disorders ,Complement inhibitors ,Hemolysis ,Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
ABSTRACTIntroduction: Paroxysmal nocturnal hemoglobinuria (PNH) is a rare, acquired, non-malignant hematologic disease characterized by complement-mediated hemolysis (with or without hemoglobinuria), fatigue, increased susceptibility to thrombosis, and bone marrow dysfunction. The development of complement inhibitors has transformed outcomes for patients with PNH, but patients may still experience pharmacodynamic breakthrough hemolysis (BTH), which can be caused by exposure to a complement amplifying condition (CAC), such as vaccination, infection, or surgery.Materials and methods: A 13-member expert panel used a validated methodology (a RAND/UCLA modified Delphi panel) to develop consensus on how to classify pharmacodynamic BTH in patients with complement-inhibitor treated PNH. Physicians reviewed literature, rated the appropriateness of over 400 scenarios, and discussed the ratings at an in-person meeting.Results: After the meeting, the panel agreed on 77% of scenarios. Here, we present the group’s agreed-upon recommendations on how to manage BTH caused by a CAC, as well as provide a severity classification system for BTH and strategies to mitigate risk of BTH in special circumstances (e.g. vaccination, planned or unplanned surgery, and pregnancy).Discussion: In general, as severity of BTH increased, experts agreed more interventions to manage the BTH were appropriate. These recommendations are based on clinical experience and opinion. Without clear data from randomized trials to guide the management of BTH, expert opinion can be useful to support patient care.
- Published
- 2024
- Full Text
- View/download PDF
7. Clinician and administrator perspectives on outpatient administration of ciltacabtagene autoleucel in relapsed or refractory multiple myeloma
- Author
-
Doris K. Hansen, Binod Dhakal, Mehdi Hamadani, David Dingli, Tania Jain, Carol Ann Huff, Murali Janakiram, Yi-Hsuan Liu, Kevin C. De Braganca, Nicole Lodowski, Jennifer Sander, Peter Okorozo, Lindsay McFarland, Matthew Perciavalle, Stephen Huo, Zaina P. Qureshi, and Krina K. Patel
- Subjects
ciltacabtagene autoleucel ,cilta-cel ,outpatient ,car t therapy ,CAR T-cell ,relapsed or refractory multiple myeloma ,Immunologic diseases. Allergy ,RC581-607 - Abstract
IntroductionChimeric antigen receptor (CAR) T-cell therapy (CAR T therapy) is a treatment option for patients with relapsed or refractory multiple myeloma that has led to unprecedented treatment outcomes. Among CAR T therapies available, ciltacabtagene autoleucel (cilta-cel) is a good candidate for outpatient administration due to its generally predictable safety profile. There are multiple advantages of outpatient administration of cilta-cel, including reduced healthcare burden, expanded access, and patient autonomy. This mixed methods qualitative study aimed to identify key factors for outpatient administration of CAR T and best practice recommendations by combining a targeted literature review with expert interviews and panels.MethodsThe targeted review (Phase 1) aimed to identify factors for outpatient CAR T administration in the US and determine key topics for the exploratory interviews (Phase 2) and expert panels (Phase 3), which aimed to inform on best practices and challenges of outpatient CAR T administration (focusing on cilta-cel). Participants in clinical and administrative positions based in treatment centers that had experience with real-world outpatient administration of cilta-cel were recruited.ResultsSeventeen studies were identified in Phase 1. Key factors for outpatient administration included the development of protocols for CAR T complications, education for caregivers, outpatient specialists, hospital staff, and emergency services staff for identification and referral after possible adverse events, the creation of multidisciplinary teams for effective communication and management, straightforward patient intake processes encompassing financial eligibility review and provision of patient education materials, and close patient monitoring throughout the treatment journey. In Phase 2, 5 participants from 2 centers were interviewed. In Phase 3, 14 participants across 6 treatment centers were interviewed. Two 90-minute virtual panel discussions took place. All participants agreed that cilta-cel can be safely and effectively administered in an outpatient setting. Key recommendations included the creation of educational resources for patients and caregivers, the development of standard operating procedures, dedicated outpatient infrastructure and establishment of interdisciplinary teams, outpatient monitoring for toxicity management, and monitoring of the reimbursement landscape.DiscussionThis study offers a comprehensive understanding of the feasibility of outpatient cilta-cel administration in participating CAR T centers and provides actionable recommendations while acknowledging existing challenges.
- Published
- 2024
- Full Text
- View/download PDF
8. Mode of progression in smoldering multiple myeloma: a study of 406 patients
- Author
-
Nadine H. Abdallah, Arjun Lakshman, Shaji K. Kumar, Joselle Cook, Moritz Binder, Prashant Kapoor, Angela Dispenzieri, Morie A. Gertz, Martha Q. Lacy, Suzanne R. Hayman, Francis K. Buadi, David Dingli, Yi Lin, Taxiarchis Kourelis, Rahma Warsame, Leif Bergsagel, and S. Vincent Rajkumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The approach to patients with high-risk smoldering multiple myeloma (SMM) varies among clinicians; while some advocate early intervention, others reserve treatment at progression to multiple myeloma (MM). We aimed to describe the myeloma-defining events (MDEs) and clinical presentations leading to MM diagnosis among SMM patients seen at our institution. We included 406 patients diagnosed with SMM between 2013–2022, seen at Mayo Clinic, Rochester, MN. The 2018 Mayo 20/2/20 criteria were used for risk stratification. Median follow-up was 3.9 years. Among high-risk patients who did not receive treatment in the SMM phase (n = 71), 51 progressed by last follow-up; the MDEs included: bone lesions (37%), anemia (35%), hypercalcemia (8%), and renal failure (6%); 24% met MM criteria based on marrow plasmacytosis (≥60%) and/or free light chain ratio (>100); 45% had clinically significant MDEs (hypercalcemia, renal insufficiency, and/or bone lesions). MM diagnosis was made based on surveillance labs/imaging(45%), testing obtained due to provider suspicion for progression (14%), bone pain (20%), and hospitalization/ED presentations due to MM complications/symptoms (4%). The presentation was undocumented in 14%. A high proportion (45%) of patients with high-risk SMM on active surveillance develop end-organ damage at progression. About a quarter of patients who progress to MM are not diagnosed based on routine interval surveillance testing.
- Published
- 2024
- Full Text
- View/download PDF
9. Muscle and fat composition in patients with newly diagnosed multiple myeloma
- Author
-
Nadine H. Abdallah, Hiroki Nagayama, Naoki Takahashi, Wilson Gonsalves, Amie Fonder, Angela Dispenzieri, David Dingli, Francis K. Buadi, Martha Q. Lacy, Miriam Hobbs, Morie A. Gertz, Moritz Binder, Prashant Kapoor, Rahma Warsame, Suzanne R. Hayman, Taxiarchis Kourelis, Yi L. Hwa, Yi Lin, Robert A. Kyle, S. Vincent Rajkumar, Stephen M. Broski, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Measures of muscle and adipose tissue mass have been associated with outcomes in several malignancies, but studies in multiple myeloma (MM) are inconsistent. The aim of this study was to evaluate the association between muscle and fat areas and radiodensity, and overall survival (OS) in patients with newly diagnosed MM. We included 341 patients diagnosed with MM from 2010–2019 who had an 18F-fluorodeoxyglucose positron emission tomography/computed tomography at diagnosis. A cross-sectional image at the third lumbar vertebrae was segmented into muscle and fat components. Median follow up was 5.7 years. There was no association between sarcopenia and baseline disease characteristics or OS. Low muscle radiodensity was associated with higher disease stage, anemia, and renal failure. OS was 5.6 vs. 9.0 years in patients with muscle radiodensity in the lower vs. middle/upper tertiles, respectively (P = 0.02). High subcutaneous adipose tissue (SAT) radiodensity was associated with higher stage, anemia, thrombocytopenia, hypercalcemia, renal failure, and high LDH. OS was 5.4 years vs. not reached in patients with SAT radiodensity in the upper vs. middle/lower tertiles, respectively (P = 0.001). In conclusion, sarcopenia was not associated with OS in MM patients. High SAT radiodensity and low muscle radiodensity were associated with advanced disease stage and adverse laboratory characteristics.
- Published
- 2023
- Full Text
- View/download PDF
10. Comparison of daratumumab-based regimens as second-line therapy in relapsed/refractory multiple myeloma
- Author
-
Charalampos Charalampous, Utkarsh Goel, Prashant Kapoor, Moritz Binder, Francis K. Buadi, Joselle Cook, David Dingli, Angela Dispenzieri, Amie L. Fonder, Morie A. Gertz, Wilson Gonsalves, Suzanne R. Hayman, Miriam A. Hobbs, Yi L. Hwa, Taxiarchis Kourelis, Martha Q. Lacy, Nelson Leung, Yi Lin, Rahma Warsame, Robert A. Kyle, S. Vincent Rajkumar, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2023
- Full Text
- View/download PDF
11. Analysis of Costs per Responder in US Adults with Paroxysmal Nocturnal Hemoglobinuria with a Suboptimal Response to Prior Eculizumab Treatment
- Author
-
Jesse Fishman, Seri Anderson, Sandra E. Talbird, and David Dingli
- Subjects
paroxysmal nocturnal hemoglobinuria ,pegcetacoplan ,eculizumab ,cost analysis ,response analysis ,Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
European Society for Blood and Marrow Transplantation (EBMT) hematologic response categories comprehensively assess complement inhibitor responses in patients with paroxysmal nocturnal hemoglobinuria (PNH). Using data from the 16-week randomized controlled period of the phase 3 PEGASUS trial (N = 80), we estimated the treatment cost per responder by the EBMT response category for pegcetacoplan and eculizumab in adults with PNH and a suboptimal response to eculizumab. Average drug costs per responder, number needed to treat, and incremental drug costs per responder were estimated using dosages administered during the trial (base case). A US payer perspective (2020 US dollars) was used. Scenario analyses were conducted for various costs, dosages, treatment durations, patient populations, and settings. In total, 30 of 41 (73%) who switched to pegcetacoplan and 2 of 39 (5%) patients who continued eculizumab had a good, major, or complete response (good-to-complete responders) at Week 16. Average weekly drug costs per good-to-complete responder were USD 15,923 with pegcetacoplan and USD 216,100 with eculizumab; average weekly drug costs per patient were USD 11,651 and USD 11,082, respectively. Average drug costs per good-to-complete responder with pegcetacoplan were similar across complement inhibitor-naïve populations and were consistently lower than with eculizumab. Switching from eculizumab to pegcetacoplan allowed more patients with a suboptimal response to attain a good-to-complete response at lower costs. These results apply to patients with a suboptimal response to prior eculizumab treatment only.
- Published
- 2023
- Full Text
- View/download PDF
12. Long-term outcomes of allogeneic stem cell transplant in multiple myeloma
- Author
-
Walker M. Schmidt, Nirosha D. Perera, Francis K. Buadi, Suzanne R. Hayman, Shaji K. Kumar, Angela Dispenzieri, David Dingli, Joselle Cook, Martha Q. Lacy, Prashant Kapoor, Nelson Leung, Eli Muchtar, Rahma M. Warsame, Taxiarchis Kourelis, Moritz Binder, Wilson I. Gonsalves, William J. Hogan, and Morie A. Gertz
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Allogeneic stem cell transplant (allo SCT) for multiple myeloma (MM) is potentially curative in some, while toxic in many others. We retrospectively analyzed 85 patients diagnosed with MM who underwent allo SCT as frontline or salvage therapy between 2000 and 2022 at Mayo Clinic Rochester and examined patient outcomes and prognostic markers. Overall survival (OS), progression free survival (PFS), treatment related mortality (TRM), and relapse rates (RR) were estimated using the Kaplan Meier method and competing risk models. Median follow-up was 11.5 years. Median OS and PFS were 1.7 and 0.71 years, respectively. Five-year OS and PFS were 22.2% and 15.1%, respectively. One-year TRM was 23.5%. Twelve patients demonstrated durable overall survival, living 10+ years beyond their allo SCT. This subgroup was more likely to have no or one prior auto SCT (p = 0.03) and to have been transplanted between 2000 and 2010 (p = 0.03). Outcomes were poor in this cohort with long follow-up, with few patients surviving 5 years or more, and most relapsing or dying within 2 years. We would expect better outcomes and tolerability with an expanded array of novel therapeutics and would prefer them to allo SCT.
- Published
- 2023
- Full Text
- View/download PDF
13. ML-based sequential analysis to assist selection between VMP and RD for newly diagnosed multiple myeloma
- Author
-
Sung-Soo Park, Jong Cheol Lee, Ja Min Byun, Gyucheol Choi, Kwan Hyun Kim, Sungwon Lim, David Dingli, Young-Woo Jeon, Seung-Ah Yahng, Seung-Hwan Shin, Chang-Ki Min, and Jamin Koo
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Optimal first-line treatment that enables deeper and longer remission is crucially important for newly diagnosed multiple myeloma (NDMM). In this study, we developed the machine learning (ML) models predicting overall survival (OS) or response of the transplant-ineligible NDMM patients when treated by one of the two regimens—bortezomib plus melphalan plus prednisone (VMP) or lenalidomide plus dexamethasone (RD). Demographic and clinical characteristics obtained during diagnosis were used to train the ML models, which enabled treatment-specific risk stratification. Survival was superior when the patients were treated with the regimen to which they were low risk. The largest difference in OS was observed in the VMP-low risk & RD-high risk group, who recorded a hazard ratio of 0.15 (95% CI: 0.04–0.55) when treated with VMP vs. RD regimen. Retrospective analysis showed that the use of the ML models might have helped to improve the survival and/or response of up to 202 (39%) patients among the entire cohort (N = 514). In this manner, we believe that the ML models trained on clinical data available at diagnosis can assist the individualized selection of optimal first-line treatment for transplant-ineligible NDMM patients.
- Published
- 2023
- Full Text
- View/download PDF
14. Conditional survival in multiple myeloma and impact of prognostic factors over time
- Author
-
Nadine H. Abdallah, Alexandra N. Smith, Susan Geyer, Moritz Binder, Patricia T. Greipp, Prashant Kapoor, Angela Dispenzieri, Morie A. Gertz, Linda B. Baughn, Martha Q. Lacy, Suzanne R. Hayman, Francis K. Buadi, David Dingli, Yi L. Hwa, Yi Lin, Taxiarchis Kourelis, Rahma Warsame, Robert A. Kyle, S. Vincent Rajkumar, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Overall survival estimates from diagnosis are valuable for guiding treatment, but do not consider the years already survived. Conditional survival (CS) provides dynamic survival predictions over time. This study was conducted to estimate CS at 1–8 years from diagnosis and the impact of baseline prognostic factors on CS in multiple myeloma (MM) patients. This is a retrospective study including 2556 MM patients diagnosed between 2004 and 2019. CS (t | s) was defined as the probability of surviving t years given survival of s years. Median age was 64 years. Median follow-up was 6.2 years and median overall survival from diagnosis was 7.5 years. The 5-year CS estimates at s = 0, 1, 2, 3, and 5 years were 0.64, 0.61, 0.61, 0.61, and 0.58, respectively. On multivariate analysis, age ≥ 65 and proteasome inhibitor+immunomodulatory-based induction were associated with decreased survival and increased survival, respectively, retained at 5 years. The adverse impact of 1q gain/amplification, high-risk IgH translocation, and ISS-3 was significant at 1 and 3 years but not 5 years. Chromosome 17 abnormality was associated with decreased survival only at 1 year. Among MM patients, 5-year CS was stable at 1–5 years from diagnosis. The prognostic impact of high-risk cytogenetic factors decreased with additional years survived.
- Published
- 2023
- Full Text
- View/download PDF
15. Prognostic value of early bone marrow MRD status in CAR-T therapy for myeloma
- Author
-
Radhika Bansal, Mizba Baksh, Jeremy T. Larsen, Matthew A. Hathcock, David Dingli, A. Keith Stewart, Prashant Kapoor, Taxiarchis Kourelis, Suzanne R. Hayman, Rahma M. Warsame, Rafael Fonseca, P. Leif Bergsagel, Sikander Ailawadhi, Shaji K. Kumar, and Yi Lin
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Bone marrow (BM) assessment of minimal residual disease (MRD) is prognostic for survival in multiple myeloma (MM). BM is still hypocellular at month 1 post CAR-T, thus the value of MRD negative (MRDneg) status at this timepoint is unclear. We examined the impact of month 1 BM MRD status in MM patients who received CART at Mayo Clinic between 8/2016 and 6/2021. Among 60 patients, 78% were BM-MRDneg at month 1; and 85% (40/47) of these patients also had decreased to less than normal level of both involved and uninvolved free light chain (FLC
- Published
- 2023
- Full Text
- View/download PDF
16. The cost–effectiveness of pegcetacoplan in complement treatment-naive adults with paroxysmal nocturnal hemoglobinuria in the USA
- Author
-
Jesse Fishman, Koo Wilson, Aleksandra Drzewiecka, Michal Pochopien, and David Dingli
- Subjects
cost–effectiveness ,hemolytic anemia ,paroxysmal nocturnal hemoglobinuria ,pegcetacoplan ,red blood cell transfusion ,Public aspects of medicine ,RA1-1270 - Abstract
Aim: Paroxysmal nocturnal hemoglobinuria (PNH) is a rare blood disorder characterized by hemolytic anemia, bone marrow failure and thrombosis, and is associated with high healthcare burden. We evaluated the cost–effectiveness of pegcetacoplan, a proximal complement-3 inhibitor (C3i), compared with the C5i, eculizumab and ravulizumab, in complement treatment-naive adults with PNH, from the US healthcare payer perspective. Materials & methods: A de novo cost–effectiveness model based on a Markov cohort structure evaluated lifetime (55-year) PNH costs and outcomes. The 6-month cycles of the model reflected the follow-up period of PRINCE (NCT04085601), an open-label trial of pegcetacoplan compared with eculizumab in C5i-naive patients. Data from PRINCE informed the clinical, safety and health-related quality of life outcomes in the model. Results: Pegcetacoplan was associated with lifetime cost savings of $1,176,808 and $213,062 relative to eculizumab and ravulizumab, respectively (largely attributed to reduced drug costs and blood transfusions), and additional quality-adjusted life years (QALYs) of 0.25 and 0.24. Conclusion: In patients with PNH who are treatment-naive, the base-case cost– effectiveness analysis, scenario analysis and sensitivity analysis showed both lifetime cost savings and increased QALYs associated with pegcetacoplan compared with eculizumab or ravulizumab in the USA.
- Published
- 2023
- Full Text
- View/download PDF
17. Defining drug/drug class refractoriness vs lines of therapy in relapsed/refractory multiple myeloma
- Author
-
Utkarsh Goel, Charalampos Charalampous, Prashant Kapoor, Moritz Binder, Francis K. Buadi, David Dingli, Angela Dispenzieri, Amie Fonder, Morie A. Gertz, Wilson I. Gonsalves, Suzanne R. Hayman, Miriam A. Hobbs, Yi L. Hwa, Taxiarchis Kourelis, Martha Q. Lacy, Nelson Leung, Yi Lin, Rahma M. Warsame, Robert A. Kyle, S. Vincent Rajkumar, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2023
- Full Text
- View/download PDF
18. Second- and third-line treatment strategies in multiple myeloma: a referral-center experience
- Author
-
Sarah Goldman-Mazur, Alissa Visram, S. Vincent Rajkumar, Prashant Kapoor, Angela Dispenzieri, Martha Q. Lacy, Morie A. Gertz, Francis K. Buadi, Suzanne R. Hayman, David Dingli, Taxiarchis Kourelis, Wilson Gonsalves, Rahma Warsame, Eli Muchtar, Nelson Leung, Robert A. Kyle, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The treatment landscape for relapsed multiple myeloma (MM) has increased. In this study, we aimed to characterize 2nd (n = 1439) and 3rd (n = 1104) line regimens and compare the results between subgroups based on the year of treatment initiation (2nd line: 2003–2008, 2009–2015, 2016–2021; 3rd line: 2004–2009, 2010–2015, and 2016–2021). In both the second- and third- lines, we observed increasing use of novel agents (from 78 to 95% and from 77 to 95%, respectively) and triplet regimens (from 15 to 69% and from 21 to 71%, respectively). The most frequently used regimens in the last studied periods included lenalidomide-dexamethasone (RD; 14%), carfilzomib-RD (12%), and daratumumab-RD (10%) for the second-line, and daratumumab-pomalidomide-dexamethasone (11%) and daratumumab-RD (10%) for the third-line. The median time to the next treatment from second-line therapy has improved from 10.4 months (95% CI: 8.4–12.4) to 16.6 months (95% CI: 13.3–20.3; p
- Published
- 2022
- Full Text
- View/download PDF
19. P885: SOLITARY PLASMACYTOMA: SINGLE INSTITUTION EXPERIENCE AND SYSTEMATIC REVIEW AND META-ANALYSIS OF CLINICAL OUTCOMES
- Author
-
Charalampos Charalampous, Jean-Sebastien Claveau, Prashant Kapoor, Moritz Binder, Francis Buadi, Joselle Cook, David Dingli, Angela Dispenzieri, Amie Fonder, Morie Gertz, Wilson Gonsalves, Suzanne Hayman, Miriam Hobbs, Yi Hwa, Taxiarchis Kourelis, Martha Lacy, Nelson Leung, Yi Lin, Rahma Warsame, Robert Kyle, Vincent Rajkumar, and Shaji Kumar
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Published
- 2023
- Full Text
- View/download PDF
20. P921: ARTIFICIAL INTELLIGENCE BASED FDG PET/CT RADIOMICS FOR RISK STRATIFICATION IN NEWLY DIAGNOSED MULTIPLE MYELOMA
- Author
-
Jacob Shreve, Charalampos Charalampous, Rahma Warsame, Josh Pritchett, Prashant Kapoor, Francis Buadi, Jonas Paludo, David Dingli, Mithun Shah, Amie Fonder, Suzanne Hayman, Nelson Leung, Morie Gertz, Robert Kyle, Stephen Broski, Vincent Rajkumar, Shaji Kumar, and Moritz Binder
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Published
- 2023
- Full Text
- View/download PDF
21. Second symptomatic COVID-19 infections in patients with an underlying monoclonal gammopathy
- Author
-
Saurabh Zanwar, Matthew Ho, Francis K. Buadi, Sikander Ailawadhi, Jeremy Larsen, Leif Bergsagel, Moritz Binder, Asher Chanan-Khan, David Dingli, Angela Dispenzieri, Rafael Fonseca, Morie A. Gertz, Wilson Gonsalves, Ronald S. Go, Suzanne Hayman, Prashant Kapoor, Taxiarchis Kourelis, Martha Q. Lacy, Nelson Leung, Yi Lin, Eli Muchtar, Vivek Roy, Taimur Sher, Rahma Warsame, Amie Fonder, Miriam Hobbs, Yi L. Hwa, Robert A. Kyle, S. Vincent Rajkumar, and Shaji Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2022
- Full Text
- View/download PDF
22. Acute seizures and status epilepticus in immune effector cell associated neurotoxicity syndrome (ICANS)
- Author
-
Jacqui-Lyn Saw, M. Hasib Sidiqi, Michael Ruff, Sara Hocker, Hassan Alkhateeb, Stephen M. Ansell, N. Nora Bennani, David Dingli, Suzanne R. Hayman, Patrick B. Johnston, Prashant Kapoor, Saad J. Kenderian, Taxiarchis V. Kourelis, Shaji K. Kumar, Jonas Paludo, Mithun V. Shah, Mustaqeem A. Siddiqui, Rahma Warsame, Allison Rosenthal, Marie Grill, Januario E. Castro, Jason Siegel, Zaid H. Abdel Rahman, Mohamed A. Kharfan-Dabaja, Elson So, and Yi Lin
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2022
- Full Text
- View/download PDF
23. Treatment and outcomes of patients with light chain amyloidosis who received a second line of therapy post autologous stem cell transplantation
- Author
-
Abdullah S. Al Saleh, Mohammad S. Ebraheem, M. Hasib Sidiqi, Angela Dispenzieri, Eli Muchtar, Francis K. Buadi, Rahma Warsame, Martha Q. Lacy, David Dingli, Wilson I. Gonsalves, Taxiarchis V. Kourelis, William J. Hogan, Suzanne R. Hayman, Prashant Kapoor, Shaji K. Kumar, and Morie A. Gertz
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract We retrospectively reviewed 292 patients who received a second line of therapy post ASCT for their light chain amyloidosis. Most patients (40%) were treated with an alkylator + PI ± dex or PI ± dex followed by an alkylator + 2nd-gen IMiD ± dex or 2nd-gen IMiD ± dex (26%), an alkylator ± steroid or steroid monotherapy (19%), a 2nd-gen IMiD + PI ± dex (6%), an alkylator + thalidomide ± dex (5%), or daratumumab-based therapy (4%). The rate of CR or VGPR was 70% among the daratumumab-based group, 62% in the alkylator + PI ± dex or PI ± dex group, 55% in the alkylator + 2nd-gen IMiD ± dex or 2nd-gen IMiD ± dex group, 47% in the 2nd-gen IMiD + PI ± dex group, 24% in the alkylator ± steroid or steroid monotherapy group, and 18% in the alkylator + thalidomide ± dex group. The median OS was NR for the 2nd-gen IMiD + PI ± dex group and the daratumumab group, 130.4 months in the alkylator + 2nd-gen IMiD ± dex or 2nd-gen IMiD ± dex group, 100 months for the alkylator + PI ± dex or PI ± dex group, 36 months for the alkylator ± steroid or steroid monotherapy group, and 21 months for the alkylator + thalidomide ± dex group (P
- Published
- 2022
- Full Text
- View/download PDF
24. Radiovirotherapy at twenty
- Author
-
David Dingli
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2023
- Full Text
- View/download PDF
25. A simple additive staging system for newly diagnosed multiple myeloma
- Author
-
Nadine H. Abdallah, Moritz Binder, S. Vincent Rajkumar, Patricia T. Greipp, Prashant Kapoor, Angela Dispenzieri, Morie A. Gertz, Linda B. Baughn, Martha Q. Lacy, Suzanne R. Hayman, Francis K. Buadi, David Dingli, Ronald S. Go, Yi L. Hwa, Amie L. Fonder, Miriam A. Hobbs, Yi Lin, Nelson Leung, Taxiarchis Kourelis, Rahma Warsame, Mustaqeem A. Siddiqui, Robert A. Kyle, P. Leif Bergsagel, Rafael Fonseca, Rhett P. Ketterling, and Shaji K. Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Risk stratification in multiple myeloma is important for prognostication, patient selection for clinical trials, and comparison of treatment approaches. We developed and validated a staging system that incorporates additional FISH abnormalities not included in the R-ISS and reflects the additive effects of co-occurring high-risk disease features. We first evaluated the prognostic value of predefined cytogenetic and laboratory abnormalities in 2556 Mayo Clinic patients diagnosed between February 2004 and June 2019. We then used data from 1327 patients to develop a risk stratification model and validated this in 502 patients enrolled in the MMRF CoMMpass study. On multivariate analysis, high-risk IgH translocations [risk ratio (RR): 1.7], 1q gain/amplification (RR: 1.4), chromosome17 abnormalities (RR: 1.6), ISS III (RR: 1.7), and elevated LDH (RR: 1.3) were independently associated with decreased overall survival (OS). Among 1327 evaluable patients, OS was 11.0 (95% CI: 9.2–12.6), 7.0 (95% CI: 6.3–9.2), and 4.5 (95% CI: 3.7–5.2) years in patients with 0 (stage I), 1 (stage II), and ≥2 (stage III) high-risk factors, respectively. In the MMRF cohort, median OS was 7.8 (95% CI: NR-NR), 6.0 (95% CI: 5.7-NR), and 4.3 (95% CI: 2.7-NR) years in the 3 groups, respectively (P
- Published
- 2022
- Full Text
- View/download PDF
26. The Impact of Pharmacogenomic CYP3A5 Variants on Calcineurin Inhibitor Metabolism and SLCO1B1 Variants on Methotrexate in Adult Allogeneic BMT Patients
- Author
-
Mary Thoma, Kimberly Langer, Patricia McLean, and David Dingli
- Subjects
Surgery ,RD1-811 - Abstract
Allogeneic blood and marrow transplant (BMT) is used to transplant a new immune system in patients with hematologic malignancies or immune-mediated disease. BMT patients require initial immune suppression to prevent graft rejection and graft versus host disease (GVHD). Tacrolimus and cyclosporine are calcineurin inhibitors (CNI) and methotrexate is an antimetabolite used to mitigate this immune response. Tacrolimus has data supporting oral dose variation based on pharmacogenomic (PGx) studies for Intermediate Metabolizers (IM) and Poor Metabolizers (PM) on studies done in kidney transplant patients. There are fewer studies on BMT patients in this field, and even less on the variability of IV to oral conversion dosing and first pass metabolism effect based on PGx profiles. Methotrexate has been shown to have PGx mutations affecting its metabolism at higher dosing used for chemotherapy, but its impact on BMT patient dosing is not well-defined. Based on our study, we found statistically significant variability in Tacrolimus concentration based on drug assay levels compared with dosing for Intravenous (IV) and oral formulation based on PGx predicted phenotypes. We further noted a profound effect on first pass metabolism when transitioning between IV and oral dosing of Tacrolimus based on PGx predicted phenotypes. The average oral dose in predicted IM phenotypes divided by the IV dose was 2.68. For the predicted PM phenotype, the average oral dose divided by the IV dose was 1.18. The p-value in a two-tailed nonparametric T-test with equal variance assessing the conversion factor from IV to oral dosing in predicted IM versus PM phenotypes was significant with a p-value of 0.002. Methotrexate metabolism did not seem to be affected by PGx mutations at the doses used for BMT GVHD prevention.
- Published
- 2022
- Full Text
- View/download PDF
27. Assessing the prognostic utility of smoldering multiple myeloma risk stratification scores applied serially post diagnosis
- Author
-
Alissa Visram, S. Vincent Rajkumar, Prashant Kapoor, Angela Dispenzieri, Martha Q. Lacy, Morie A. Gertz, Francis K. Buadi, Suzanne R. Hayman, David Dingli, Taxiarchis Kourelis, Wilson Gonsalves, Rahma Warsame, Eli Muchtar, Nelson Leung, Linda B. Baughn, Robert A. Kyle, and Shaji Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The Mayo-2018 smoldering multiple myeloma (SMM) risk score is used routinely in the clinical setting but has only been validated at diagnosis. In SMM patients, the progression risk decreases over time. However, the utility of applying risk stratification models after diagnosis is unknown. We retrospectively studied 704 SMM patients and applied the Mayo 2018 and IMWG-2020 risk stratification models at annual landmark timepoints up to 5 years post diagnosis. The Mayo-2018 and IMWG-2020 models reliably stratified patients based on progression risk when applied post diagnosis. The respective 2-year progression risk in Mayo-2018 high risk patients versus IMWG-2020 intermediate-high risk patients was 51% versus 62% at the 1-year landmark and 47% versus 45% at the 4-year landmark. We showed that patients categorized at Mayo-2018 high-risk at follow-up had a similar risk of progression if the baseline risk assessment was low-intermediate versus high-risk (HR 1.04, 95% CI 0.46–2.36, p = 0.931 at 5-year landmark). Patients migrating to a higher risk category during follow up had a higher progression risk compared to patients with stable/decreased risk categorization. Our findings support the use of these risk scores post-diagnosis and suggest that patients evolving to a high-risk category may benefit from early intervention therapeutic approaches.
- Published
- 2021
- Full Text
- View/download PDF
28. Quality of life analyses in patients with multiple myeloma: results from the Selinexor (KPT-330) Treatment of Refractory Myeloma (STORM) phase 2b study
- Author
-
Gabriel Tremblay, Patrick Daniele, Janis Breeze, Lingling Li, Jatin Shah, Sharon Shacham, Michael Kauffman, Monika Engelhardt, Ajaj Chari, Ajay Nooka, Dan Vogl, Maria Gavriatopoulou, Meletios-Athanasios Dimopoulos, Paul Richardson, Noa Biran, David Siegel, Philip Vlummens, Chantal Doyen, Thierry Facon, Mohamad Mohty, Nathalie Meuleman, Moshe Levy, Luciano Costa, James E. Hoffman, Michel Delforge, David Kaminetzky, Katja Weisel, Marc Raab, David Dingli, Sascha Tuchman, Frenzel Laurent, Ravi Vij, Gary Schiller, Philippe Moreau, Joshua Richter, Martin Schreder, Klaus Podar, Terri Parker, Robert Frank Cornell, Karlin Lionel, Sylvain Choquet, and Jagannath Sundar
- Subjects
Patient reported outcomes ,Health-related quality of life ,FACT-MM ,Multiple myeloma ,Selinexor ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Selinexor is an oral, selective nuclear export inhibitor. STORM was a phase 2b, single-arm, open-label, multicenter trial of selinexor with low dose dexamethasone in patients with penta-exposed relapsed/refractory multiple myeloma (RRMM) that met its primary endpoint, with overall response of 26% (95% confidence interval [CI], 19 to 35%). Health-related quality of life (HRQoL) was a secondary endpoint measured using the Functional Assessment of Cancer Therapy – Multiple Myeloma (FACT-MM). This study examines impact of selinexor treatment on HRQoL of patients treated in STORM and reports two approaches to calculate minimal clinically important differences for the FACT-MM. Methods FACT-MM data were collected at baseline, on day 1 of each 4-week treatment cycle, and at end of treatment (EOT). Changes from baseline were analyzed for the FACT-MM total score, FACT-trial outcome index (TOI), FACT-General (FACT-G), and the MM-specific domain using mixed-effects regression models. Two approaches for evaluating minimal clinically important differences were explored: the first defined as 10% of the instrument range, and the second based on estimated mean baseline differences between Eastern Cooperative Oncology Group performance status (ECOG PS) scores. Post-hoc difference analysis compared change in scores from baseline to EOT for treatment responders and non-responders. Results Eighty patients were included in the analysis; the mean number of prior therapies was 7.9 (standard deviation [SD] 3.1), and mean duration of myeloma was 7.6 years (SD 3.4). Each exploratory minimal clinically important difference threshold yielded consistent results whereby most patients did not experience HRQoL decline during the first six cycles of treatment (range: 53.9 to 75.7% for the first approach; range: 52.6 to 72.9% for the second). Treatment responders experienced less decline in HRQoL from baseline to EOT than non-responders, which was significant for the FACT-G, but not for other scores. Conclusion The majority of patients did not experience decline in HRQoL based on minimal clinically important differences during early cycles of treatment with selinexor and dexamethasone in the STORM trial. An anchor-based approach utilizing patient-level data (ECOG PS score) to define minimal clinically important differences for the FACT-MM gave consistent results with a distribution-based approach. Trial registration This trial was registered on ClinicalTrials.gov under the trial-ID NCT02336815 on January 8, 2015.
- Published
- 2021
- Full Text
- View/download PDF
29. The Effect of Duration of Lenalidomide Maintenance and Outcomes of Different Salvage Regimens in Patients with Multiple Myeloma (MM)
- Author
-
Matthew Ho, Saurabh Zanwar, Prashant Kapoor, Morie Gertz, Martha Lacy, Angela Dispenzieri, Suzanne Hayman, David Dingli, Francis Baudi, Eli Muchtar, Nelson Leung, Taxiarchis Kourelis, Rahma Warsame, Amie Fonder, Lisa Hwa, Miriam Hobbs, Robert Kyle, S. Vincent Rajkumar, and Shaji Kumar
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The optimal duration of lenalidomide maintenance post-autologous stem cell transplant (ASCT) in Multiple Myeloma (MM), and choice of therapy at relapse post-maintenance, need further evaluation. This retrospective study assessed outcomes of patients with MM (n = 213) seen at Mayo Clinic, Rochester between 1/1/2005–12/31/2016 who received lenalidomide maintenance post-ASCT. The median PFS was 4 (95% CI: 3.4, 4.5) years from diagnosis of MM; median OS was not reached (5-year OS: 77%). Excluding patients who stopped lenalidomide maintenance within 3 years due to progression on maintenance, ≥3 years of maintenance had a superior 5-year OS of 100% vs. 85% in
- Published
- 2021
- Full Text
- View/download PDF
30. Hypovitaminosis D Is Prevalent in Patients With Renal AL Amyloidosis and Associated With Renal Outcome
- Author
-
Eli Muchtar, Matthew T. Drake, Nelson Leung, Angela Dispenzieri, Martha Q. Lacy, Francis K. Buadi, David Dingli, Suzanne R. Hayman, Prashant Kapoor, Yi Lisa Hwa, Amie Fonder, Miriam Hobbs, Wilson Gonsalves, Taxiarchis V. Kourelis, Rahma Warsame, Stephen Russell, Ronald S. Go, Moritz Binder, Robert A. Kyle, S. Vincent Rajkumar, Shaji K. Kumar, and Morie A. Gertz
- Subjects
nephrotic syndrome ,dialysis ,proteinuria ,kidney survival ,vitamin D ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
IntroductionVitamin D deficiency is common, but no data have been reported on vitamin D levels in light chain (AL) amyloidosis.Patients and MethodsIn this exploratory study, stored serum samples from 173 patients with newly diagnosed AL amyloidosis were analyzed for vitamin studies which included 25-hydroxyvitamin D [25(OH)D], 1,25-dihydroxyvitamin D [1,25(OH)2D] and vitamin D binding protein (DBP). Measurements were made by liquid chromatography-tandem mass spectrometry. Kidney survival and overall survival (OS) were assessed in association to vitamin D status.ResultsCardiac and kidney involvement occurred in 69% and 63% of patients, respectively. 25(OH)D deficiency (5 gr/24-h) and vitamin D supplementation were independent predictors of 25(OH)D level on nominal multivariate regression analysis. 1,25(0H)2D deficiency was noted in 37.6% of patients and was independently associated with low eGFR and hypoalbuminemia. Progression to ESRD occurred in 23.7% of evaluable patients. Patients who progressed to ESRD had lower serum 25(OH)D and 1,25(OH)2D levels compared to those who did not progress to ESRD. On a multivariate analysis, severe 25(OH)D deficiency was an independent predictor of progression to ESRD as was renal stage, while 1,25(OH)2D deficiency was not.ConclusionsHypovitaminosis D is common in AL amyloidosis, particularly among patients with heavy proteinuria. Severe 25(OH)D deficiency at time of diagnosis predicts progression to ESRD.
- Published
- 2022
- Full Text
- View/download PDF
31. MASS-FIX for the detection of monoclonal proteins and light chain N-glycosylation in routine clinical practice: a cross-sectional study of 6315 patients
- Author
-
Patrick W. Mellors, Surendra Dasari, Mindy C. Kohlhagen, Taxiarchis Kourelis, Ronald S. Go, Eli Muchtar, Morie A. Gertz, Shaji K. Kumar, Francis. K. Buadi, Maria A. V. Willrich, John A. Lust, Prashant Kapoor, Martha Q. Lacy, David Dingli, Yi Hwa, Amie Fonder, Miriam Hobbs, Susan Hayman, Rahma Warsame, Nelson R. Leung, Yi Lin, Wilson Gonsalves, Mustaqeem Siddiqui, Robert A. Kyle, S. Vincent Rajkumar, David L. Murray, and Angela Dispenzieri
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Immunoenrichment-based matrix assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF-MS), termed MASS-FIX, offers several advantages over immunofixation for the detection and isotyping of serum monoclonal protein, including superior sensitivity and specificity, the ability to differentiate therapeutic monoclonal antibodies, and the rapid identification of light chain (LC) N-glycosylation. We identified 6315 patients with MASS-FIX performed at our institution since 2018. Of these, 4118 patients (65%) with a wide array of plasma cell disorders (PCD), including rare monoclonal gammopathies of clinical significance, had a positive MASS-FIX. Two-hundred twenty-one (5%) of the MASS-FIX positive patients had evidence of LC N-glycosylation, which was more commonly identified in IgM heavy chain isotype, kappa LC isotype, and in diagnoses of immunoglobulin light chain (AL) amyloidosis and cold agglutinin disease (CAD) compared to other PCD. This cross-sectional study describes the largest cohort of patients to undergo MASS-FIX in routine clinical practice. Our findings demonstrate the widespread utility of this assay, and confirm that LC N-glycosylation should prompt suspicion for AL amyloidosis and CAD in the appropriate clinical context.
- Published
- 2021
- Full Text
- View/download PDF
32. Overall survival with oral selinexor plus low‐dose dexamethasone versus real‐world therapy in triple‐class‐refractory multiple myeloma
- Author
-
Paul G. Richardson, Sundar Jagannath, Ajai Chari, Dan T. Vogl, Meletios A. Dimopoulos, Philippe Moreau, David Dingli, Lee‐Jen Wei, Joshua Richter, Noa Biran, David Siegel, William Reichmann, Lingling Li, Shijie Tang, Jean‐Richard Saint‐Martin, Anita Joshi, Michael Kauffman, Jatin Shah, Sharon Shacham, and Sagar Lonial
- Subjects
multiple myeloma ,selective inhibitor of nuclear export ,selinexor ,triple‐class‐refractory multiple myeloma ,Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Abstract Triple‐class‐refractory multiple myeloma (MM) describes MM refractory to proteasome inhibitors, immunomodulatory agents, and anti‐CD38 monoclonal antibodies. In the Phase IIb STORM study (NCT02336815), oral selinexor plus low‐dose dexamethasone (Sel‐dex) demonstrated a 26.2% overall response rate in triple‐class‐refractory MM. Here, we compare overall survival (OS) of 122 patients with triple‐class‐refractory MM who received Sel‐dex in STORM Part 2 with that of 64 similar patients treated with other available therapies in a Flatiron Health Analytic Database (FHAD) cohort. OS from the date that the patients’ MM became triple‐class‐refractory was longer in STORM versus FHAD, with an unadjusted hazard ratio (HR) of 0.43 (P = .0002; adjusted HR 0.35 [P = .011]). In a subset analysis of highly resistant patients receiving further therapies after their MM first became at least triple‐class‐refractory (i.e., who received Sel‐dex in STORM, n = 64, and non‐Sel‐dex in FHAD, n = 36), the OS was significantly longer in STORM with an unadjusted HR of 0.52 (P = .0331; adjusted HR 0.33 [P = .041]). Within the limits of this analysis, the OS of patients with at least triple‐class‐refractory MM was significantly better with Sel‐dex versus available therapies, suggesting that Sel‐dex may be associated with a meaningful OS benefit in these patients.
- Published
- 2021
- Full Text
- View/download PDF
33. Preclinical development of CD126 CAR-T cells with broad antitumor activity
- Author
-
Ameet K. Mishra, Iris Kemler, and David Dingli
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Chimeric antigen receptor T (CAR-T) cell therapy is a transformative approach to cancer eradication. CAR-T is expensive partly due to the restricted use of each CAR construct for specific tumors. Thus, a CAR construct with broad antitumor activity can be advantageous. We identified that CD126 is expressed by many hematologic and solid tumors, including multiple myeloma, lymphoma, acute myeloid leukemia, pancreatic and prostate adenocarcinoma, non-small cell lung cancer, and malignant melanoma among others. CAR-T cells targeting CD126 were generated and shown to kill many tumor cells in an antigen-specific manner and with efficiency directly proportional to CD126 expression. Soluble CD126 did not interfere with CAR-T cell killing. The CAR-T constructs bind murine CD126 but caused no weight loss or hepatotoxicity in mice. In multiple myeloma and prostate adenocarcinoma xenograft models, intravenously injected CD126 CAR-T cells infiltrated within, expanded, and killed tumor cells without toxicity. Binding of soluble interleukin-6 receptor (sIL-6R) by CAR-T cells could mitigate cytokine release syndrome. Murine SAA-3 levels were lower in mice injected with CD126 CAR-T compared to controls, suggesting that binding of sIL-6R by CAR-T cells could mitigate cytokine release syndrome. CD126 provides a novel therapeutic target for CAR-T cells for many tumors with a low risk of toxicity.
- Published
- 2021
- Full Text
- View/download PDF
34. Correlation between urine ACR and 24-h proteinuria in a real-world cohort of systemic AL amyloidosis patients
- Author
-
Alissa Visram, Abdullah S. Al Saleh, Harsh Parmar, Jennifer S. McDonald, John C. Lieske, Iuliana Vaxman, Eli Muchtar, Miriam Hobbs, Amie Fonder, Yi L. Hwa, Francis K. Buadi, David Dingli, Martha Q. Lacy, Angela Dispenzieri, Prashant Kapoor, Suzanne R. Hayman, Rahma Warsame, Taxiarchis V. Kourelis, Mustaqeem Siddiqui, Wilson I. Gonsalves, John A. Lust, Robert A. Kyle, S. Vincent Rajkumar, Morie A. Gertz, Shaji K. Kumar, and Nelson Leung
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract A 24-h urine protein collection (24hUP), the gold standard for measuring albuminuria in systemic AL amyloidosis, is cumbersome and inaccurate. We retrospectively reviewed 575 patients with systemic AL amyloidosis to assess the correlation between a urine albumin to creatinine ratio (uACR) and the 24hUP. The uACR correlated strongly with 24hUP at diagnosis (Pearson’s r = 0.87, 95% CI 0.83–0.90) and during the disease course (Pearson’s r = 0.88, 95% CI 0.86–0.90). A uACR ≥300 mg/g estimated a 24hUP ≥ 500 mg with a sensitivity of 92% and specificity of 97% (area under the receiver operating curve = 0.938, 95% CI 0.919–0.957). A uACR cutoff of 3600 mg/g best predicted a 24hUP > 5000 g (sensitivity 93%, specificity 94%), and renal stage at diagnosis was strongly concordant using either 24hUP or uACR as the proteinuria measure (k = 0.823, 95% CI 0.728–0.919). In patients with serial urine collections, a > 30% decrease in uACR predicted a > 30% decrease in 24hUP with a sensitivity of 94%. In conclusion, the uACR is a reliable and convenient method for ruling out proteinuria >500 mg per day, prognosticating renal outcomes, and assessing renal response to therapy. Further studies are needed to validate the uACR cutoffs proposed in this study.
- Published
- 2020
- Full Text
- View/download PDF
35. Impact of acquired del(17p) in multiple myeloma
- Author
-
Arjun Lakshman, Utkarsh Painuly, S. Vincent Rajkumar, Rhett P. Ketterling, Prashant Kapoor, Patricia T. Greipp, Angela Dispenzieri, Morie A. Gertz, Francis K. Buadi, Martha Q. Lacy, David Dingli, Amie L. Fonder, Suzanne R. Hayman, Miriam A. Hobbs, Wilson I. Gonsalves, Yi Lisa Hwa, Nelson Leung, Ronald S. Go, Yi Lin, Taxiarchis V. Kourelis, Rahma Warsame, John A. Lust, Stephen J. Russell, Steven R. Zeldenrust, Robert A. Kyle, and Shaji K. Kumar
- Subjects
Specialties of internal medicine ,RC581-951 - Abstract
Abstract: The high-risk abnormality del(17p) can be detected by fluorescence in situ hybridization on malignant plasma cells (PCs) and has an adverse prognostic impact in patients with multiple myeloma (MM). Patients with del(17p) have reduced overall survival (OS). Patients who acquire del(17p) later during the disease course are not well described. The disease characteristics at diagnosis predicting for acquired del(17p) and its overall impact on patient survival is not known. We compared 76 patients with MM who were negative for del(17p) at diagnosis and acquired it later with 152 control MM patients who did not acquire del(17p) at a comparable time point. Patients acquired del(17p) at a median of 35.6 months (range, 4.6-116.1 months) from diagnosis of MM after a median of 2 lines of therapy (range, 1-10 lines of therapy). When compared with controls, patients with acquired del(17p) had shorter median progression-free survival (PFS) (30.1 vs 23.0 months; P = .032) and OS (106.1 vs 68.2 months; P < .001) from diagnosis. After the detection of del(17p), the median PFS was 5.4 months and the median OS was 18.1 months. High lactate dehydrogenase level (odds ratio [OR], 3.69; 95% confidence interval [CI], 1.11-12.24) and presence of t(4;14) (OR, 2.66; 95% CI, 1.09-6.48) or any high-risk translocation (OR, 2.23; 95% CI, 1.00-4.95) at diagnosis predicted acquisition of del(17p). High PC proliferative rate predicted shorter OS from detection of del(17p) (hazard ratio, 2.28; 95% CI, 1.31-3.96; P = .004). Our study shows that acquisition of del(17p) is an important molecular event associated with reduction in OS in MM. Certain baseline factors may predict acquisition of del(17p). This needs validation in prospective data sets.
- Published
- 2019
- Full Text
- View/download PDF
36. How many samples are needed to infer truly clonal mutations from heterogenous tumours?
- Author
-
Luka Opasic, Da Zhou, Benjamin Werner, David Dingli, and Arne Traulsen
- Subjects
Intratumour heterogeneity ,Clonal mutations ,Spatial model ,Truncal mutations ,Targeted therapy ,Somatic evolution ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Modern cancer treatment strategies aim to target tumour specific genetic (or epigenetic) alterations. Treatment response improves if these alterations are clonal, i.e. present in all cancer cells within tumours. However, the identification of truly clonal alterations is impaired by the tremendous intra-tumour genetic heterogeneity and unavoidable sampling biases. Methods Here, we investigate the underlying causes of these spatial sampling biases and how the distribution and sizes of biopsies in sampling protocols can be optimised to minimize such biases. Results We find that in the ideal case, less than a handful of samples can be enough to infer truly clonal mutations. The frequency of the largest sub-clone at diagnosis is the main factor determining the accuracy of truncal mutation estimation in structured tumours. If the first sub-clone is dominating the tumour, higher spatial dispersion of samples and larger sample size can increase the accuracy of the estimation. In such an improved sampling scheme, fewer samples will enable the detection of truly clonal alterations with the same probability. Conclusions Taking spatial tumour structure into account will decrease the probability to misclassify a sub-clonal mutation as clonal and promises better informed treatment decisions.
- Published
- 2019
- Full Text
- View/download PDF
37. In Vivo Imaging of Oncolytic Measles Virus Propagation with Single-Cell Resolution
- Author
-
Iris Kemler, Matthew K. Ennis, Claudia M. Neuhauser, and David Dingli
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Recombinant measles viruses (MVs) have oncolytic activity against a variety of human cancers. However, their kinetics of spread within tumors has been unexplored. We established an intravital imaging system using the dorsal skin fold chamber, which allows for serial, non-invasive imaging of tumor cells and replication of a fusogenic and a hypofusogenic MV. Hypofusogenic virus-infected cells were detected at the earliest 3 days post-infection (dpi), with peak infection around 6 dpi. In contrast, the fusogenic virus replicated faster: infected cells were detectable 1 dpi and cells were killed quickly. Infection foci were significantly larger with the fusogenic virus. Both viruses formed syncytia. The spatial relationships between cells have a major influence on the outcome of therapy with oncolytic viruses. Keywords: virotherapy, oncolytic, intravital imaging, virus dynamics, measles, population dynamics
- Published
- 2019
- Full Text
- View/download PDF
38. Multistage feedback-driven compartmental dynamics of hematopoiesis
- Author
-
Nathaniel Vincent Mon Père, Tom Lenaerts, Jorge Manuel dos Santos Pacheco, and David Dingli
- Subjects
Bioinformatics ,Mathematical Biosciences ,Systems Biology ,Science - Abstract
Summary: Human hematopoiesis is surprisingly resilient to disruptions, providing suitable responses to severe bleeding, long-lasting immune activation, and even bone marrow transplants. Still, many blood disorders exist which push the system past its natural plasticity, resulting in abnormalities in the circulating blood. While proper treatment of such diseases can benefit from understanding the underlying cell dynamics, these are non-trivial to predict due to the hematopoietic system's hierarchical nature and complex feedback networks. To characterize the dynamics following different types of perturbations, we investigate a model representing hematopoiesis as a sequence of compartments covering all maturation stages—from stem to mature cells—where feedback regulates cell production to ongoing necessities. We find that a stable response to perturbations requires the simultaneous adaptation of cell differentiation and self-renewal rates, and show that under conditions of continuous disruption—as found in chronic hemolytic states—compartment cell numbers evolve to novel stable states.
- Published
- 2021
- Full Text
- View/download PDF
39. Correction: MASS-FIX for the detection of monoclonal proteins and light chain N-glycosylation in routine clinical practice: a cross-sectional study of 6315 patients
- Author
-
Patrick W. Mellors, Surendra Dasari, Mindy C. Kohlhagen, Taxiarchis Kourelis, Ronald S. Go, Eli Muchtar, Morie A. Gertz, Shaji K. Kumar, Francis. K. Buadi, Maria A. V. Willrich, John A. Lust, Prashant Kapoor, Martha Q. Lacy, David Dingli, Yi Hwa, Amie Fonder, Miriam Hobbs, Susan Hayman, Rahma Warsame, Nelson R. Leung, Yi Lin, Wilson Gonsalves, Mustaqeem Siddiqui, Robert A. Kyle, S. Vincent Rajkumar, David L. Murray, and Angela Dispenzieri
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Published
- 2021
- Full Text
- View/download PDF
40. Light chain type predicts organ involvement and survival in AL amyloidosis patients receiving stem cell transplantation
- Author
-
M Hasib Sidiqi, Mohammed A. Aljama, Eli Muchtar, Francis K. Buadi, Rahma Warsame, Martha Q. Lacy, Angela Dispenzieri, David Dingli, Nelson Leung, Wilson I. Gonsalves, Shaji K. Kumar, Prashant Kapoor, Taxiarchis V. Kourelis, William J. Hogan, and Morie A. Gertz
- Subjects
Specialties of internal medicine ,RC581-951 - Abstract
Abstract: We evaluated the impact of light chain type, lambda (λ) or kappa (κ), on disease features and outcomes in patients with immunoglobulin light chain (AL) amyloidosis receiving stem cell transplant at the Mayo Clinic between October 2002 and August 2016. Patients with λ AL amyloidosis had higher rates of renal and neurological involvement (λ 69% vs κ 57%, P = .02 and λ 16% vs κ 9%, P = .03, respectively). Patients with κ AL amyloidosis had more hepatic involvement (λ 7% vs κ 18%, P = .0003). Complete response rate was 43% for both groups and overall response rates were similar (λ 85% vs κ 91%, P = .12). Patients with κ light chain amyloidosis had better progression-free and overall survival (PFS: λ 74 months vs κ 101 months, P = .0064 and OS: λ 121 months vs κ not reached, P = .003). Mayo stage 2004 was more predictive of survival in the λ cohort (median OS of 143 months stage I vs 77 months stage II vs 33 months stage III, P < .0001) than in the κ cohort (median OS not reached for stage I and II and 102 months for stage III, P = .044). Conditioning dose predicted survival in the λ cohort only (median OS 149 months for melphalan 200 mg/m2 vs 50 months for melphalan
- Published
- 2018
- Full Text
- View/download PDF
41. The invasion of de-differentiating cancer cells into hierarchical tissues.
- Author
-
Da Zhou, Yue Luo, David Dingli, and Arne Traulsen
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Many fast renewing tissues are characterized by a hierarchical cellular architecture, with tissue specific stem cells at the root of the cellular hierarchy, differentiating into a whole range of specialized cells. There is increasing evidence that tumors are structured in a very similar way, mirroring the hierarchical structure of the host tissue. In some tissues, differentiated cells can also revert to the stem cell phenotype, which increases the risk that mutant cells lead to long lasting clones in the tissue. However, it is unclear under which circumstances de-differentiating cells will invade a tissue. To address this, we developed mathematical models to investigate how de-differentiation is selected as an adaptive mechanism in the context of cellular hierarchies. We derive thresholds for which de-differentiation is expected to emerge, and it is shown that the selection of de-differentiation is a result of the combination of the properties of cellular hierarchy and de-differentiation patterns. Our results suggest that de-differentiation is most likely to be favored provided stem cells having the largest effective self-renewal rate. Moreover, jumpwise de-differentiation provides a wider range of favorable conditions than stepwise de-differentiation. Finally, the effect of de-differentiation on the redistribution of self-renewal and differentiation probabilities also greatly influences the selection for de-differentiation.
- Published
- 2019
- Full Text
- View/download PDF
42. T-cell large granular lymphocytic leukemia and plasma cell disorders
- Author
-
M. Hasib Sidiqi, Mohammed A. Aljama, David S. Viswanatha, and David Dingli
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Published
- 2019
- Full Text
- View/download PDF
43. In vitro and in silico multidimensional modeling of oncolytic tumor virotherapy dynamics.
- Author
-
David R Berg, Chetan P Offord, Iris Kemler, Matthew K Ennis, Lawrence Chang, George Paulik, Zeljko Bajzer, Claudia Neuhauser, and David Dingli
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Tumor therapy with replication competent viruses is an exciting approach to cancer eradication where viruses are engineered to specifically infect, replicate, spread and kill tumor cells. The outcome of tumor virotherapy is complex due to the variable interactions between the cancer cell and virus populations as well as the immune response. Oncolytic viruses are highly efficient in killing tumor cells in vitro, especially in a 2D monolayer of tumor cells, their efficiency is significantly lower in a 3D environment, both in vitro and in vivo. This indicates that the spatial dimension may have a major influence on the dynamics of virus spread. We study the dynamic behavior of a spatially explicit computational model of tumor and virus interactions using a combination of in vitro 2D and 3D experimental studies to inform the models. We determine the number of nearest neighbor tumor cells in 2D (median = 6) and 3D tumor spheroids (median = 16) and how this influences virus spread and the outcome of therapy. The parameter range leading to tumor eradication is small and even harder to achieve in 3D. The lower efficiency in 3D exists despite the presence of many more adjacent cells in the 3D environment that results in a shorter time to reach equilibrium. The mean field mathematical models generally used to describe tumor virotherapy appear to provide an overoptimistic view of the outcomes of therapy. Three dimensional space provides a significant barrier to efficient and complete virus spread within tumors and needs to be explicitly taken into account for virus optimization to achieve the desired outcome of therapy.
- Published
- 2019
- Full Text
- View/download PDF
44. Plasma cell proliferative index predicts outcome in immunoglobulin light chain amyloidosis treated with stem cell transplantation
- Author
-
M. Hasib Sidiqi, Mohammed A. Aljama, Dragan Jevremovic, William G. Morice, Michael Timm, Francis K. Buadi, Rahma Warsame, Martha Q. Lacy, Angela Dispenzieri, David Dingli, Wilson I. Gonsalves, Shaji Kumar, Prashant Kapoor, Taxiarchis Kourelis, Nelson Leung, William J. Hogan, and Morie Gertz
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
The plasma cell proliferative index provides an insight into plasma cell biology in plasma cell disorders and is an important prognostic marker in myeloma and smoldering myeloma. We analyzed the prognostic impact of the plasma cell proliferative index in 513 patients with systemic immunoglobulin light chain (AL) amyloidosis undergoing stem cell transplantation at the Mayo Clinic between 1st January 2003 and 31st August 2016. Two cohorts were identified according to Low or Elevated plasma cell proliferative index. Patients with an Elevated plasma cell proliferative index had more cardiac involvement (56% vs. 44%; P=0.01), less renal involvement (55% vs. 70%; P=0.001), and were more likely to have 10% or over bone marrow plasma cells (58% vs. 32%; P
- Published
- 2018
- Full Text
- View/download PDF
45. Evolutionary dynamics of paroxysmal nocturnal hemoglobinuria.
- Author
-
Nathaniel Mon Père, Tom Lenaerts, Jorge M Pacheco, and David Dingli
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Paroxysmal nocturnal hemoglobinuria (PNH) is an acquired clonal blood disorder characterized by hemolysis and a high risk of thrombosis, that is due to a deficiency in several cell surface proteins that prevent complement activation. Its origin has been traced to a somatic mutation in the PIG-A gene within hematopoietic stem cells (HSC). However, to date the question of how this mutant clone expands in size to contribute significantly to hematopoiesis remains under debate. One hypothesis posits the existence of a selective advantage of PIG-A mutated cells due to an immune mediated attack on normal HSC, but the evidence supporting this hypothesis is inconclusive. An alternative (and simpler) explanation attributes clonal expansion to neutral drift, in which case selection neither favours nor inhibits expansion of PIG-A mutated HSC. Here we examine the implications of the neutral drift model by numerically evolving a Markov chain for the probabilities of all possible outcomes, and investigate the possible occurrence and evolution, within this framework, of multiple independently arising clones within the HSC pool. Predictions of the model agree well with the known incidence of the disease and average age at diagnosis. Notwithstanding the slight difference in clonal expansion rates between our results and those reported in the literature, our model results lead to a relative stability of clone size when averaging multiple cases, in accord with what has been observed in human trials. The probability of a patient harbouring a second clone in the HSC pool was found to be extremely low ([Formula: see text]). Thus our results suggest that in clinical cases of PNH where two independent clones of mutant cells are observed, only one of those is likely to have originated in the HSC pool.
- Published
- 2018
- Full Text
- View/download PDF
46. Serial measurements of circulating plasma cells before and after induction therapy have an independent prognostic impact in patients with multiple myeloma undergoing upfront autologous transplantation
- Author
-
Rajshekhar Chakraborty, Eli Muchtar, Shaji K. Kumar, Dragan Jevremovic, Francis K. Buadi, David Dingli, Angela Dispenzieri, Suzanne R. Hayman, William J. Hogan, Prashant Kapoor, Martha Q. Lacy, Nelson Leung, and Morie A. Gertz
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Circulating plasma cells at diagnosis, prior to auto-transplant and at relapse have a negative impact on survival in multiple myeloma. However, the impact of kinetics of circulating plasma cells along the course of illness has not been defined. We have analyzed 247 newly diagnosed multiple myeloma patients undergoing early auto-transplant who had paired evaluation of circulating plasma cells at diagnosis and pre-transplant by 6-color flow cytometry. A total of 117 patients had no detectable circulating plasma cells at both time points (CPC−/−), 82 had circulating plasma cells at diagnosis followed by complete eradication after induction (CPC+/−) and 48 had circulating plasma cells at transplant, including persistence of cells (CPC+/+; n=45) or emergence of new cells (CPC−/+; n=3) after induction. The rate of post-transplant stringent complete response was 32% in the CPC−/−, 30% in CPC+/− and 12% in CPC+/+ or −/+ groups (P=0.018). At a median follow up of 58 months from transplantation, the median progression-free survival in the 3 respective groups were 30, 24 and 14 months, and the 5-year overall survival rates were 83%, 70% and 43% (P
- Published
- 2017
- Full Text
- View/download PDF
47. Optimized Treatment Schedules for Chronic Myeloid Leukemia.
- Author
-
Qie He, Junfeng Zhu, David Dingli, Jasmine Foo, and Kevin Zox Leder
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Over the past decade, several targeted therapies (e.g. imatinib, dasatinib, nilotinib) have been developed to treat Chronic Myeloid Leukemia (CML). Despite an initial response to therapy, drug resistance remains a problem for some CML patients. Recent studies have shown that resistance mutations that preexist treatment can be detected in a substantial number of patients, and that this may be associated with eventual treatment failure. One proposed method to extend treatment efficacy is to use a combination of multiple targeted therapies. However, the design of such combination therapies (timing, sequence, etc.) remains an open challenge. In this work we mathematically model the dynamics of CML response to combination therapy and analyze the impact of combination treatment schedules on treatment efficacy in patients with preexisting resistance. We then propose an optimization problem to find the best schedule of multiple therapies based on the evolution of CML according to our ordinary differential equation model. This resulting optimization problem is nontrivial due to the presence of ordinary different equation constraints and integer variables. Our model also incorporates drug toxicity constraints by tracking the dynamics of patient neutrophil counts in response to therapy. We determine optimal combination strategies that maximize time until treatment failure on hypothetical patients, using parameters estimated from clinical data in the literature.
- Published
- 2016
- Full Text
- View/download PDF
48. Immunoparesis status in immunoglobulin light chain amyloidosis at diagnosis affects response and survival by regimen type
- Author
-
Eli Muchtar, Angela Dispenzieri, Shaji K. Kumar, David Dingli, Martha Q. Lacy, Francis K. Buadi, Suzanne R. Hayman, Prashant Kapoor, Nelson Leung, Rajshekhar Chakraborty, Stephen Russell, John A. Lust, Yi Lin, Ronald S. Go, Steven Zeldenrust, Robert A. Kyle, S. Vincent Rajkumar, and Morie A. Gertz
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Clinical tools to guide in the appropriate treatment selection in immunoglobulin light chain (AL) amyloidosis are not well developed. We evaluated the response and outcome for various regimens at first-line treatment (n=681) and first progression (n=240) stratified by the immunoparesis status at diagnosis. Immunoparesis was assessed by the average relative difference of the uninvolved immunoglobulins, classifying patients into a negative average relative difference (i.e. significant immunoparesis) or a positive average relative difference (no/modest immunoparesis). Treatment was categorized as autologous stem cell transplant and four non-transplant regimens (melphalan-based; bortezomib-based, immunomodulatory drug-based and dexamethasone alone). Patients with significant immunoparesis who underwent stem cell transplant had a significantly lower rate of very good partial response or better response (58%), progression-free survival (median 30 months) and overall survival (108 months), compared to those without significant immunoparesis (80%, 127 months, median not reached, respectively; P
- Published
- 2016
- Full Text
- View/download PDF
49. Reconstructing the in vivo dynamics of hematopoietic stem cells from telomere length distributions
- Author
-
Benjamin Werner, Fabian Beier, Sebastian Hummel, Stefan Balabanov, Lisa Lassay, Thorsten Orlikowsky, David Dingli, Tim H Brümmendorf, and Arne Traulsen
- Subjects
telomere length distribution ,stem cell ,mathematical modelling ,hematopoiesis ,self renewal ,personalised medicine ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
We investigate the in vivo patterns of stem cell divisions in the human hematopoietic system throughout life. In particular, we analyze the shape of telomere length distributions underlying stem cell behavior within individuals. Our mathematical model shows that these distributions contain a fingerprint of the progressive telomere loss and the fraction of symmetric cell proliferations. Our predictions are tested against measured telomere length distributions in humans across all ages, collected from lymphocyte and granulocyte sorted telomere length data of 356 healthy individuals, including 47 cord blood and 28 bone marrow samples. We find an increasing stem cell pool during childhood and adolescence and an approximately maintained stem cell population in adults. Furthermore, our method is able to detect individual differences from a single tissue sample, i.e. a single snapshot. Prospectively, this allows us to compare cell proliferation between individuals and identify abnormal stem cell dynamics, which affects the risk of stem cell related diseases.
- Published
- 2015
- Full Text
- View/download PDF
50. A new era in blood and lymphatic cancer biology and therapy
- Author
-
David Dingli
- Subjects
Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
David DingliDivision of Hematology and Department of Internal Medicine, Mayo Clinic, Rochester, MN, USATumors derived from the transformation of hematopoietic or lymphoid cells are increasing in incidence1 and with improvements in therapy, their prevalence is also growing. The increasing availability of more sophisticated molecular tools is refining the definition of these diseases2 and now more than ever, we are on the verge of ‘personalized medicine’. No disease is as personal as cancer. The current view of tumorigenesis is that somatic cells serially acquire mutations that lead to the malignant phenotype,3,4 a state characterized by loss of cell cycle regulation, resistance to apoptosis, unbridled cellular proliferation, angiogenesis, evasion of the immune response, and ultimately, invasion of other tissues.5,6 Although many somatic mutations probably do not provide a reproductive advantage to cells or can even be deleterious, some mutations enhance the reproductive fitness of the cell enabling it to expand into a clone where additional mutations may lead to the full malignant phenotype. Given that evolution is the result of reproduction, mutation and selection, cancer is a natural consequence, especially in large multicellular organisms that can live for many years.7 Exposure to genotoxic agents (chemicals, viruses, radiation) or the response to chronic injury increases the risk of transformation since at some level, the risk is related to the number of cells that are dividing and how often they divide. It is not yet clear how many mutations are required to lead to the cancer phenotype but perhaps with very few exceptions, one mutation is not enough to lead to neoplastic transformation and disease.
- Published
- 2011
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.