32 results on '"Eugene J Koay"'
Search Results
2. Blood-Based microRNA Biomarker Signature of Early-Stage Pancreatic Ductal Adenocarcinoma With Lead-Time Trajectory in Prediagnostic Samples
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Warapen Treekitkarnmongkol, Jianliang Dai, Suyu Liu, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W. Hurd, Meng Chen, Hiroshi Katayama, Sinchita Roy-Chowdhuri, George A. Calin, Randall E. Brand, Paul D. Lampe, Tony Y. Hu, Anirban Maitra, Eugene J. Koay, Ann M. Killary, and Subrata Sen
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Pancreatic Ductal Adenocarcinoma ,Plasma miRNA ,Early Detection Biomarkers ,Liquid Biopsy ,Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background and Aims: Clinically validated biomarker of pancreatic ductal adenocarcinoma (PDAC), carbohydrate antigen 19-9 (CA19-9), has limited sensitivity and specificity for early-stage disease. Circulating miRNAs in plasma associated with cancer relevant pathways were developed as early detection biomarkers. Methods: 2083 miRNAs in 15 μl of plasma from multicenter age-matched cohorts (N = 203: healthy controls, n = 46; pancreatitis controls, n = 36; diagnosed cases: n = 121) and a prediagnostic Prostate, Lung, Colorectal, and Ovarian age- and gender-matched cohort (N = 96; controls, n = 48; prediagnosed cases, n = 48) were interrogated. A three-miRNA biomarker signature was developed for early-stage PDAC. Results: The three-miRNA signature (let-7i-5p, miR-130a-3p and miR-221-3p) detected PDAC from healthy controls independently (area under the curve [AUC] of stage I, II, I-IV = 0.970, 0.975, 0.974) and in combination with CA19-9 (AUC of stage I, II, I-IV = 1.000, 0.992, 0.995). It also discriminated chronic pancreatitis (AUC of stage I, II, I-IV = 0.932, 0.931, 0.929), improving performance of CA19-9 alone (AUC of stage I, II, I-IV = 0.763, 0.701, 0.735) in combination (AUC of stage I, II, I-IV = 0.971, 0.943, 0.951). Blinded validation in prediagnostic Prostate, Lung, Colorectal, and Ovarian cohort revealed lead-time trajectory increase in AUC from 0.702 to 0.729 to 0.757 at twelve-, six-, and three-months before PDAC diagnosis, respectively. The signature also helped stratification of patients with different circulating tumor DNA and imaging subtypes. Conclusion: Plasma miRNAs associated with oncogenic pathways may serve as PDAC early detection biomarkers.
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- 2024
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3. Implementation of a stereotactic body radiotherapy program for unresectable pancreatic cancer in an integrated community academic radiation oncology satellite network
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Elizabeth S. Bloom, Eugene J. Koay, Christopher Lee Nelson, Gregory M. Chronowski, Albert C. Koong, V. Reed, Prajnan Das, Alexander Augustyn, Sunyoung S. Lee, Marc E. Delclos, Stephen G. Chun, Neelofur Ahmad, Cullen M. Taniguchi, Manoop S. Bhutani, Emma B. Holliday, John R. Bowers, and Ryan W. Huey
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medicine.medical_specialty ,Quality management ,Satellite network ,R895-920 ,Community ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Medical physics. Medical radiology. Nuclear medicine ,0302 clinical medicine ,Pancreatic cancer ,medicine ,Technical Note ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Progression-free survival ,Quality improvement ,RC254-282 ,SBRT ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Institutional review board ,Quality assurance ,Workflow ,Oncology ,030220 oncology & carcinogenesis ,business ,PDCA - Abstract
Highlights • PDSA methodology was used to implement a pancreas SBRT in an academic satellite network. • Oncologic outcomes were favorable with no serious adverse events. • This technical note provides groundwork for safe establishment of SBRT pancreas programs., Background With increasing interest in stereotactic body radiotherapy (SBRT) for unresectable pancreatic cancer, quality improvement (QI) initiatives to develop integrated clinical workflows are crucial to ensure quality assurance (QA) when introducing this challenging technique into radiation practices. Materials/Methods: In 2017, we used the Plan, Do, Study, Act (PDSA) QI methodology to implement a new pancreas SBRT program in an integrated community radiation oncology satellite. A unified integrated information technology infrastructure was used to virtually integrate the planned workflow into the community radiation oncology satellite network (P – Plan/D – Do). This workflow included multiple prospective quality assurance (QA) measures including multidisciplinary evaluation, prospective scrutiny of radiation target delineation, prospective radiation plan evaluation, and monitoring of patient outcomes. Institutional review board approval was obtained to retrospectively study and report outcomes of patients treated in this program (S – Study). Results: There were 12 consecutive patients identified who were treated in this program from 2017 to 2020 with a median follow-up of 27 months. The median survival was 13 months, median local failure free survival was 12 months and median progression free survival was 6 months from SBRT. There were no acute or late Common Terminology Criteria for Adverse Effects (CTCAE) version 5 toxicities ≥ Grade 3. Conclusion: We report the successful implementation of a community pancreas SBRT program involving multiple prospective QA measures, providing the groundwork to safely expand access to pancreas SBRT in our community satellite network (A – Act).
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- 2021
4. IMRT Reduces Acute Toxicity in Patients Treated With Preoperative Chemoradiation for Gastric Cancer
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Joseph M. Herman, Mariela A. Blum Murphy, Eugene J. Koay, Jennifer C. Ho, Naruhiko Ikoma, Shalini Moningi, Christopher H. Crane, Paul F. Mansfield, Jaffer A. Ajani, Grace L. Smith, Bruce D. Minsky, Emma B. Holliday, Brian D. Badgwell, Albert C. Koong, Prajnan Das, Sunil Krishnan, Yelin Suh, and Cullen M. Taniguchi
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,medicine.medical_treatment ,lcsh:R895-920 ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Gastrointestinal Cancer ,medicine ,Radiology, Nuclear Medicine and imaging ,In patient ,Stage (cooking) ,Feeding tube ,Preoperative chemoradiotherapy ,business.industry ,Cancer ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Acute toxicity ,Radiation therapy ,Oncology ,030220 oncology & carcinogenesis ,Toxicity ,Radiology ,business - Abstract
Purpose: Preoperative chemoradiation is being currently evaluated in 2 randomized international trials. However, chemoradiation for gastric cancer can be associated with relatively high rates of acute toxicity. We compared rates of toxicity, toxicity-related events, and oncologic outcomes in patients treated with intensity modulated radiation therapy (IMRT) and those treated with 3-dimensional conformal radiation therapy (3DCRT). Methods and Materials: We retrospectively reviewed records of 202 patients with consecutive gastric cancer treated with preoperative intent radiation therapy at our institution from 1998 to 2018. Patients with gastroesophageal junction involvement and those with metastatic disease were excluded. Eighty-two patients received 3DCRT, and 120 patients received IMRT. The median radiation dose was 45 Gy, and 99% received concurrent chemotherapy. Results: There were no significant differences between the 3DCRT and IMRT groups regarding sex, race, histology, tumor location, histology, or nodal stage. The rate of grade 3 to 4 acute toxicity was significantly lower in patients treated with IMRT compared with 3DCRT (49% vs 70%, P = .004). The composite rate of toxicity-related events (hospitalization, feeding tube use, intravenous rehydration, or radiation therapy breaks) was also significantly lower in patients treated with IMRT compared with 3DCRT (56% vs 85%, P
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- 2020
5. Vasculature-Driven Biomechanical Deformable Image Registration of Longitudinal Liver Cholangiocarcinoma Computed Tomographic Scans
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Eugene J. Koay, Peter C. Park, Dalia Elganainy, Kristy K. Brock, Guillaume Cazoulat, Mohamed Zaid, and Brian M. Anderson
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,Future studies ,business.industry ,medicine.medical_treatment ,lcsh:R895-920 ,Treatment outcome ,Disease progression ,Image registration ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,Computed tomographic ,Radiation therapy ,03 medical and health sciences ,0302 clinical medicine ,Oncology ,030220 oncology & carcinogenesis ,Medicine ,Radiology, Nuclear Medicine and imaging ,Biomechanical model ,Physics Contribution ,business ,Liver cancer ,Nuclear medicine - Abstract
Purpose Deformable image registration (DIR) of longitudinal liver cancer computed tomographic (CT) images can be challenging owing to anatomic changes caused by radiation therapy (RT) or disease progression. We propose a workflow for the DIR of longitudinal contrast-enhanced CT scans of liver cancer based on a biomechanical model of the liver driven by boundary conditions on the liver surface and centerline of an autosegmentation of the vasculature. Methods and Materials Pre- and post-RT CT scans acquired with a median gap of 112 (32-217) days for 28 patients who underwent RT for intrahepatic cholangiocarcinoma were retrospectively analyzed. For each patient, 5 corresponding anatomic landmarks in pre- and post-RT scans were identified in the liver by a clinical expert for evaluation of the accuracy of different DIR strategies. The first strategy corresponded to the use of a biomechanical model-based DIR method with boundary conditions specified on the liver surface (BM_DIR). The second strategy corresponded to the use of an expansion of BM_DIR consisting of the auto-segmentation of the liver vasculature to determine additional boundary conditions in the biomechanical model (BM_DIR_VBC). The 2 strategies were also compared with an intensity-based DIR strategy using a Demons algorithms. Results The group mean target registration errors were 12.4 ± 7.5, 7.7 ± 3.7 and 4.4 ± 2.5 mm, for the Demons, BM_DIR and BM_DIR_VBC, respectively. Conclusions In regard to the large and complex deformation observed in this study and the achieved accuracy of 4.4 mm, the proposed BM_DIR_VBC method might reveal itself as a valuable tool in future studies on the relationship between delivered dose and treatment outcome.
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- 2020
6. Locoregional Approaches to Colorectal Liver Metastasis – Radiation Options
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Colin S. Hill, Eugene J. Koay, and Joseph M. Herman
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- 2022
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7. Contributors
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Victoria Ardiles, Azarakhsh Baghdadi, Kimberly Bertens, Alex B. Blair, Sidra Bonner, David G. Brauer, Pnina Brodt, Callisia N Clarke, Bryan Clary, Colin M. Court, Michael I D'Angelica, Eduardo De Santibañes, Martin De Santibañes, Monica M. Dua, Aslam Ejaz, Gilton Marques Fonseca, David A. Geller, Rachel V Guest, Ahmad Hamad, Joseph M. Herman, Paulo Herman, Colin S. Hill, Fabian Johnston, Ihab R. Kamel, Eugene J. Koay, Kimberly Kopecky, Jaime Arthur Pirolla Kruger, Michael E Lidsky, Elizabeth Y. Liu, Ashish Manne, Guillaume Martel, Raja R. Narayan, Hari Nathan, Anne Noonan, Hanna Nyström, Rowan Parks, Timothy M. Pawlik, Shannon Radomski, Bradley N. Reames, Flavio Rocha, Jeremy Sharib, Peter M. Siegel, Laura L. Tenner, Erin P Ward, Kimberly Washington, Alice C. Wei, and Jian Zheng
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- 2022
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8. Stereotactic Versus Conventional Radiation Therapy for Patients With Pancreatic Cancer in the Modern Era
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Laura R. Prakash, Daniel Lin, Joseph Abi Jaoude, Emma B. Holliday, Cullen M. Taniguchi, Joshua S. Niedzielski, Joseph M. Herman, Nicholas D. Nguyen, Isabela M. Bumanlag, Ramez Kouzy, Eugene J. Koay, Sam Beddar, C.P. Thunshelle, Ethan B. Ludmir, Bruce D. Minsky, Matthew H.G. Katz, Sonal S. Noticewala, Albert C. Koong, and Prajnan Das
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Chemotherapy ,medicine.medical_specialty ,business.industry ,Proportional hazards model ,medicine.medical_treatment ,Hazard ratio ,R895-920 ,Cancer ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Confidence interval ,Radiation therapy ,Medical physics. Medical radiology. Nuclear medicine ,Oncology ,Borderline resectable ,Pancreatic cancer ,medicine ,Radiology, Nuclear Medicine and imaging ,Scientific Article ,Radiology ,business ,RC254-282 - Abstract
Purpose Patients with pancreatic cancer often receive radiation therapy before undergoing surgical resection. We compared the clinical outcomes differences between stereotactic body radiation therapy (SBRT) and 3-dimensional (3D)/intensity-modulated radiation therapy (IMRT). Methods and Materials We retrospectively collected data from the University of Texas MD Anderson Cancer Center. Patients with borderline resectable/potentially resectable or locally advanced pancreatic cancer receiving neoadjuvant SBRT (median, 36.0 Gy/5fx), 3D conformal radiation (median, 50.4 Gy/28 fx) or IMRT (median, 50.4 Gy/28 fx) were included. Overall survival (OS) and progression-free survival were analyzed using Cox regression. Results In total, 104 patients were included in our study. Fifty-seven patients (54.8%) were treated with SBRT, and 47 patients (45.2%) were treated with 3D/IMRT. Patients in the SBRT group were slightly older (median age: 70.3 vs 62.7 in the 3D/IMRT group). Both groups had similar proportions of patients with locally advanced pancreatic cancer (SBRT: 30, 52.6%; 3D/IMRT: 24, 51.1%). All patients were treated with chemotherapy. Patients in the SBRT group underwent more surgical resection compared with the 3D/IMRT group (38.6% vs 23.4%, respectively). At a median follow-up of 22 months, a total of 60 patients (57.7%) died: 25 (25/57, 43.9%) in the SBRT group, and 35 (35/47, 74.5%) in the 3D/IMRT group. Median OS was slightly higher in the SBRT group (29.6 months vs 24.1 months in the 3D/IMRT group). On multivariable Cox regression, the choice of radiation therapy technique was not associated with differences in OS (adjusted hazard ratios [aHR] = 0.5; 95% confidence interval [CI], 0.2%-1.3%, P = .18). Moreover, patients that underwent surgical resection had better OS (aHR = 0.3, 95% CI, 0.1%-0.8%, P = .01). Furthermore, progression-free survival was also similar between patients treated with SBRT and those treated with 3D/IMRT (aHR = 0.9, 95% CI, 0.5%-1.8%, P = .81) Conclusions SBRT was associated with similar clinical outcomes compared with conventional radiation techniques, despite being delivered over a shorter period of time which would spare patients prolonged treatment burden. Future prospective data are still needed to better assess the role of SBRT in patients with pancreatic cancer.
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- 2021
9. Definitive hyperfractionated, accelerated proton reirradiation for patients with pelvic malignancies
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Emma B. Holliday, Praveen Polamraju, Eugene J. Koay, Sunil Krishnan, Bruce D. Minsky, Albert C. Koong, Grace L. Smith, Ethan B. Ludmir, Shalini Moningi, Joseph D. Herman, Prajnan Das, Cullen M. Taniguchi, Marcella M. Melkun, and Tyler D. Williamson
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Colorectal cancer ,Recurrent cancer ,R895-920 ,Proton re-irradiation ,Proton beam radiation ,Article ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Medical physics. Medical radiology. Nuclear medicine ,0302 clinical medicine ,medicine ,Relative biological effectiveness ,Anal cancer ,Radiology, Nuclear Medicine and imaging ,Progression-free survival ,Rectal cancer ,Pelvis ,Survival analysis ,RC254-282 ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,body regions ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Bone marrow ,Nuclear medicine ,business - Abstract
Highlights • Proton pelvic reirradiation results in lower bone marrow dose compared to photons. • Proton pelvic reirradiation of the pelvis is well tolerated with limited toxicities., Introduction Pelvic reirradiation (re-RT) presents challenges due to concerns for late toxicity to tissues-at-risk including pelvic bone marrow (PBM). We routinely utilize a hyperfractionated, accelerated re-RT for recurrent rectal or anal cancer in the setting of prior radiation. We hypothesized that proton beam radiation (PBR) is uniquely suited to limit doses to pelvic non-target tissues better than photon-based approaches. Materials and methods All patients who received hyperfractionated, accelerated PBR re-RT to the pelvis from 2007 to 2017 were identified. Re-RT was delivered twice daily with a 6 h minimum interfraction interval at 1.5 Gray Relative Biological Effectiveness (Gy(RBE)) per fraction to a total dose of 39–45 Gy(RBE). Concurrent chemotherapy was given to all patients. Comparison photon plans were generated for dosimetric analysis. Dosimetric parameters compared using a matched-pair analysis and the Wilcoxon signed-rank test. Survival analysis was performed Kaplan Meier curves. Results Fifteen patients were identified, with a median prior pelvic RT dose of 50.4 Gy (range 25–80 Gy). Median time between the initial RT and PBRT re-RT was 4.7 years (range 1.0–36.1 years). In comparison to corresponding photon re-RT plans, PBR re-RT plans had lower mean PBM dose, and lower volume of PBM getting 5 Gy, 10 Gy, 20 Gy, and 30 Gy (p
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- 2019
10. Impact of Fiducial Marker Placement Before Stereotactic Body Radiation Therapy on Clinical Outcomes in Patients With Pancreatic Cancer
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Nicholas D. Nguyen, Joseph M. Herman, Eugene J. Koay, Grace L. Smith, Irina M. Cazacu, Emma B. Holliday, Manoop S. Bhutani, Daniel Lin, Jae L. Phan, Shalini Moningi, Ben S. Singh, Cullen M. Taniguchi, Joseph Abi Jaoude, Carolina J. Garcia Garcia, Santiago Avila, Ramez Kouzy, Bruce D. Minsky, Daniel Smani, Albert C. Koong, and Prajnan Das
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,Lymphovascular invasion ,medicine.medical_treatment ,lcsh:R895-920 ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Pancreatic cancer ,medicine ,Scientific Article ,Radiology, Nuclear Medicine and imaging ,In patient ,Chemotherapy ,business.industry ,Proportional hazards model ,Hazard ratio ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Oncology ,030220 oncology & carcinogenesis ,Acute pancreatitis ,Radiology ,business ,Fiducial marker - Abstract
Purpose Localized pancreatic cancer is commonly treated with stereotactic body radiation therapy (SBRT), which often requires the placement of fiducial markers. We compared the clinical outcomes of patients with and without fiducial markers. Methods and Materials We retrospectively collected data on patients with pancreatic cancer treated with neoadjuvant SBRT at a single institution. Patients were divided into 2 groups based on the placement of a fiducial marker. Local recurrence was the primary outcome. Time to event endpoints were analyzed using COX regression. Results We included 96 patients with unresectable pancreatic cancer: 46 patients (47.9%) did not have a fiducial marker, and 50 patients (52.1%) had a fiducial placed. Patients in the fiducial group were older and had more locally advanced pancreatic cancer compared with those who did not have a fiducial placed. Most patients in both groups (92.7%) received chemotherapy before SBRT treatment. SBRT was delivered to a median of 36 Gy over 5 fractions in the no-fiducial group, and 38 Gy over 5 fractions in the fiducial group. At a median follow-up of 20 months, local recurrence was similar irrespective of fiducial placement (adjusted hazard ratio [aHR] 0.6, 95% CI 0.3-1.3, P = .59). Furthermore, no difference in overall survival was noted between the 2 groups (aHR 0.8, 95% CI 0.3-1.9, P = .65). In patients who eventually underwent surgery post-SBRT, no difference in surgical margins (P = .40) or lymphovascular invasion (P = .76) was noted between the 2 groups. No patient developed acute pancreatitis after fiducial placement. Conclusions Our data suggest that the use of fiducial markers does not negatively affect clinical outcomes in patients with localized pancreatic cancer. Prospective confirmation of our results is still needed.
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- 2021
11. Automated Contouring of Contrast and Noncontrast Computed Tomography Liver Images With Fully Convolutional Networks
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Brian M. Anderson, Bruno C. Odisio, Ethan Y. Lin, Dustin A. Gress, Kristy K. Brock, Eugene J. Koay, Carlos E. Cardenas, and William D. Erwin
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,Similarity (geometry) ,media_common.quotation_subject ,lcsh:R895-920 ,Automated segmentation ,Computed tomography ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Contrast (vision) ,Radiology, Nuclear Medicine and imaging ,Scientific Article ,media_common ,Contouring ,medicine.diagnostic_test ,business.industry ,Medical image computing ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Surface distance ,Oncology ,030220 oncology & carcinogenesis ,Test set ,Nuclear medicine ,business - Abstract
Purpose The deformable nature of the liver can make focal treatment challenging and is not adequately addressed with simple rigid registration techniques. More advanced registration techniques can take deformations into account (eg, biomechanical modeling) but require segmentations of the whole liver for each scan, which is a time-intensive process. We hypothesize that fully convolutional networks can be used to rapidly and accurately autosegment the liver, removing the temporal bottleneck for biomechanical modeling. Methods and Materials Manual liver segmentations on computed tomography scans from 183 patients treated at our institution and 30 scans from the Medical Image Computing & Computer Assisted Intervention challenges were collected for this study. Three architectures were investigated for rapid automated segmentation of the liver (VGG-16, DeepLabv3 +, and a 3-dimensional UNet). Fifty-six cases were set aside as a final test set for quantitative model evaluation. Accuracy of the autosegmentations was assessed using Dice similarity coefficient and mean surface distance. Qualitative evaluation was also performed by 3 radiation oncologists on 50 independent cases with previously clinically treated liver contours. Results The mean (minimum-maximum) mean surface distance for the test groups with the final model, DeepLabv3 +, were as follows: μContrast(N = 17): 0.99 mm (0.47-2.2), μNon_Contrast(N = 19)l: 1.12 mm (0.41-2.87), and μMiccai(N = 30)t: 1.48 mm (0.82-3.96). The qualitative evaluation showed that 30 of 50 autosegmentations (60%) were preferred to manual contours (majority voting) in a blinded comparison, and 48 of 50 autosegmentations (96%) were deemed clinically acceptable by at least 1 reviewing physician. Conclusions The autosegmentations were preferred compared with manually defined contours in the majority of cases. The ability to rapidly segment the liver with high accuracy achieved in this investigation has the potential to enable the efficient integration of biomechanical model-based registration into a clinical workflow.
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- 2021
12. Treatment of primary rectal adenocarcinoma after prior pelvic radiation: The role of hyperfractionated accelerated reirradiation
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Brian K. Bednarski, Eugene J. Koay, John M. Skibber, Miguel A. Rodriguez-Bigas, Cathy Eng, Sunil Krishnan, Garrett Jensen, Randa Tao, Cullen M. Taniguchi, Bruce D. Minsky, Y. Nancy You, Prajnan Das, and George J. Chang
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,Colorectal cancer ,medicine.medical_treatment ,lcsh:R895-920 ,030230 surgery ,lcsh:RC254-282 ,03 medical and health sciences ,0302 clinical medicine ,Gastrointestinal Cancer ,medicine ,Rectal Adenocarcinoma ,Radiology, Nuclear Medicine and imaging ,In patient ,Recurrent Rectal Cancer ,business.industry ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,3. Good health ,Radiation therapy ,Oncology ,030220 oncology & carcinogenesis ,Total dose ,Toxicity ,Radiology ,business ,Pelvic radiotherapy - Abstract
Purpose Previous studies have reported that hyperfractionated accelerated reirradiation can be used as part of multimodality treatment of locally recurrent rectal cancer with acceptable toxicity and promising outcomes. The purpose of this study was to evaluate the outcomes and toxicity of hyperfractionated accelerated reirradiation for patients with primary rectal adenocarcinoma and a history of prior pelvic radiation for other primary malignancies. Methods and materials We identified 10 patients with a prior history of pelvic radiation for other primary malignancies who were treated with hyperfractionated accelerated reirradiation for primary rectal adenocarcinoma. Radiation therapy was administered with 1.5 Gy twice daily fractions to a total dose of 39 Gy to 45Gy. Results The median follow-up time was 3.2 years (range, 0.6-9.0 years). Seven of 10 patients received surgery after reirradiation. The 3-year freedom-from-local-progression rate was 62% for all patients and 80% for patients who underwent surgery. The 3-year overall survival rate was 100%, with 3 deaths occurring at 4.7, 6.5, and 9.0 years after reirradiation. One patient had an acute Grade 3 toxicity of diarrhea, and 1 patient experienced a late Grade 3 toxicity of sacral insufficiency fracture. Conclusions Hyperfractionated accelerated reirradiation was well tolerated with promising rates of freedom from local progression and overall survival in patients with primary rectal cancer with a history of prior pelvic radiation therapy. This approach, along with concurrent chemotherapy and surgery, appears to be a viable treatment strategy for this patient population.
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- 2018
13. Radiomics predicts clinical outcome in primary gastroesophageal junction adenocarcinoma treated by chemo/radiotherapy and surgery
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Eugene J. Koay, Wayne L. Hofstetter, Sonia L. Betancourt, Wencheng Zhang, J. Welsh, Dipen M. Maru, Chad Tang, Qifeng Wang, Mariela A. Blum, Laurence E. Court, Steven H. Lin, Joe Y. Chang, Vivek Verma, Lifei Zhang, and Shouhao Zhou
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,Multivariate statistics ,Chemo-radiotherapy ,Radiation ,business.industry ,lcsh:R895-920 ,Regression analysis ,Gastroesophageal Junction Adenocarcinoma ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,lcsh:RC254-282 ,Outcome (probability) ,030218 nuclear medicine & medical imaging ,Surgery ,03 medical and health sciences ,0302 clinical medicine ,Radiomics ,030220 oncology & carcinogenesis ,Medicine ,Radiology, Nuclear Medicine and imaging ,Stage (cooking) ,business ,Risk classification - Abstract
Purpose: Radiomics has shown great promise to use quantifiable imaging characteristics to predict the behavior and prognosis of neoplasms. This is the first study to evaluate whether radiomic texture analysis can predict outcomes in gastroesophageal junction adenocarcinoma (GEJAC) treated with neoadjuvant chemoradiotherapy (CRT). Materials and Methods: Pretreatment contrast-enhanced CT images of 146 patients with stage II-III GEJAC were reviewed (2009–2011), and randomly split into training and validation groups at a 1:1 ratio stratified with baseline clinical characteristics. Whole-tumor texture was assessed using quantitative image features based on intensity, shape, and gray-level co-occurrence matrix. The relevant pretreatment texture features, in addition to the significant baseline clinical features to predict survival, were identified using multivariate Cox proportional hazard regression model with stepwise variable selection in the training sample and verified in the validation sample, to facilitate the proposal of a multi-point index for standard patient pre-treatment risk classification. Results: Of the factors identified in the training cohort independently associated with OS, only shape compactness (p = 0.04) and pathologic grade differentiation (PDG) (p = 0.02) were confirmed in the validation sample. Using both parameters, we created a 3-point risk classification index: low-risk (well-moderate PDG and high compactness), medium-risk (poor PDG or low compactness), and high-risk (poor PDG and low compactness). The risk index showed a strong negative association with postoperative pathologic complete response (pCR) (p = 0.04). Median OS for the high-, medium-, and low-risk groups were 23, 51, and ≥72 months, respectively (p
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- 2017
14. Definitive radiation therapy for hepatocellular carcinoma with portal vein tumor thrombus
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Christopher H. Crane, Jean Nicholas Vauthey, Bruce D. Minsky, Prajnan Das, Yun Shin Chun, Thomas A. Aloia, Ahmed Kaseb, Randa Tao, Emma B. Holliday, Sunil Krishnan, Cullen M. Taniguchi, Kanwal Pratap Singh Raghav, Joseph M. Herman, Zachary Brownlee, Eugene J. Koay, and Claudius Conrad
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Prognostic variable ,medicine.medical_specialty ,Hepatocellular carcinoma ,Radiography ,medicine.medical_treatment ,Urology ,R895-920 ,Prognostic factors ,Effective dose (radiation) ,Article ,03 medical and health sciences ,Medical physics. Medical radiology. Nuclear medicine ,0302 clinical medicine ,Tumor thrombus ,medicine ,Radiology, Nuclear Medicine and imaging ,RC254-282 ,Dose escalation ,business.industry ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Venous Obstruction ,Radiation therapy ,Log-rank test ,Oncology ,030220 oncology & carcinogenesis ,030211 gastroenterology & hepatology ,Radiology ,business - Abstract
Highlights • Prognosis for patients with HCC and PVTT is historically poor. • Definitive RT may improve OS by prolonging the time to hepatic failure. • Our data suggest dose escalation may further improve OS. • Patients who received a BED >75 Gy had significantly better OS. • RT was well tolerated with no confirmed cases of radiation-induced liver disease., Background The purpose of this study is to review the results of radiation therapy (RT) for hepatocellular carcinoma (HCC) with portal venous tumor thrombus (PVTT) in a Western patient population. Methods Thirty-four patients with HCC PVTT treated from 2007 to 2014 with RT were identified. Biologically effective dose (BED) was calculated for each patient, and greater than the median dose delivered (75 Gray (Gy)) was evaluated as a potential prognostic factor. Survival was compared and independent prognostic variables were evaluated by a Cox proportional hazards regression model. Results Twenty-six patients (76.5%) exhibited a radiographic response to RT, and 10 patients (29.4%) ultimately developed local failure. Local control, liver control, distant control and OS at one year were 57.1%, 36.4%, 55.2% and 57.4%, respectively. Patients who received a BED >75 Gy had a significantly better local control at 1 year (93.3% vs 45.6%; Log Rank p = 0.0184). Patients who received a BED >75 Gy also had significantly better median survival (24.7mo vs 6.1mo) and 1-year overall survival (76.5% vs 30.0%) when compared with BED ≤75 Gy (Log-Rank p = 0.002). Conclusion Our data suggest that RT should be considered for well-selected patients with HCC and PVTT for the purpose of improving local control and potentially prolonging the time to worsening venous obstruction and liver failure. When feasible, dose-escalation should be considered with a target BED of >75 Gy if normal organ dose constraints can be safely met.
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- 2017
15. Dose escalation with an IMRT technique in 15 to 28 fractions is better tolerated than standard doses of 3DCRT for LAPC
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Matthew H.G. Katz, Lauren E. Colbert, Eugene J. Koay, Gauri R. Varadhachary, Cullen M. Taniguchi, Sunil Krishnan, Christopher H. Crane, Awalpreet S. Chadha, Shalini Moningi, Peter C. Park, Yeonju Lee, Ahmed M. Amer, Prajnan Das, Robert A. Wolff, and Jason B. Fleming
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,0301 basic medicine ,Gastrointestinal bleeding ,lcsh:R895-920 ,medicine.medical_treatment ,Locally advanced ,Lower risk ,lcsh:RC254-282 ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Dose escalation ,Radiology, Nuclear Medicine and imaging ,Scientific Article ,business.industry ,Stomach ,Common Terminology Criteria for Adverse Events ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Radiation therapy ,030104 developmental biology ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Toxicity ,business ,Nuclear medicine - Abstract
Purpose: To review acute and late toxicities after chemoradiation for locally advanced pancreatic ductal adenocarcinoma in patients who were treated with escalated dose radiation (EDR). Methods and materials: Maximum Common Terminology Criteria for Adverse Events Version 4.0 acute toxicities (AT) during radiation and within 60 days after radiation were recorded for both acute gastrointestinal toxicity and overall toxicity (OT). Late toxicities were also recorded. EDR was generally delivered with daily image guidance and breath-hold techniques using intensity modulated radiation therapy (IMRT) planning. These were compared with patients who received standard dose radiation (SDR) delivered as 50.4 Gy in 28 fractions using 3-dimensional chemoradiation therapy planning. Results: A total of 59 of 154 patients (39%) received EDR with biologically equivalent doses >70 Gy. The most frequent schedules were 63 Gy in 28 fractions (19 of 154 patients), 67.5 Gy in 15 fractions (10 of 154 patients), and 70 Gy in 28 fractions (15 of 154 patients). No grade 4 or grade 5 OT or late toxicities were reported. Rates of grade 3 acute gastrointestinal toxicity were significantly lower in patients who received EDR compared with SDR (1% vs 14%; P < .001). Similarly, rates of grade 3 OT were also lower for EDR compared with SDR (4% vs 16%; P = .004). The proportion of patients who experienced no AT was higher in the EDR group than the SDR group (36% vs 15%; P = .001). For EDR patients treated with IMRT, a lower risk of AT was associated with a later treatment year (P = .007), nonpancreatic head tumor location (P = .01), breath-hold (P = .002), 4-dimensional computed tomography (P = .003), computed tomography on rails (P = .002), and lower stomach V40 (P = .03). With a median time of 12 months (range, 1-79 months) from the start of radiation therapy to the last known follow-up in the EDR group, 51 of 59 patients (86%) had no late toxicity. Six of 59 EDR patients (10%) had either strictures or gastrointestinal bleeding that required intervention. No significant predictors of late toxicity were identified. Conclusion: Overall acute and late toxicity rates were low with EDR using an IMRT technique with image guidance and respiratory gating.
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- 2017
16. Long-Term Patient-Reported Dyspareunia After Definitive Chemoradiation for Anal Cancer: Using the Anterior Vaginal Wall as an Organ-at-Risk to Define an Actionable Dosimetric Goal
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Michael K. Rooney, MD, Joshua S. Niedzielski, PhD, Ramon M. Salazar, PhD, Angelica Arzola, PA-C, Prajnan Das, MD, MS, MPH, Eugene J. Koay, MD, PhD, Albert Koong, MD, PhD, Ethan B. Ludmir, MD, Bruce D. Minsky, MD, Sonal Noticewala, MD, Grace L. Smith, MD, PhD, MPH, Cullen Taniguchi, MD, PhD, and Emma B. Holliday, MD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Chemoradiation therapy (CRT) is the standard treatment for squamous cell carcinoma of the anus (SCCA). This study aimed to investigate the relationship between vaginal dosimetry and long-term patient-reported dyspareunia after treatment. We further aimed to use the anterior vaginal wall (AVW) as an organ at risk to define an actionable dosimetric clinical goal to decrease the risk of patient-reported dyspareunia. Methods and Materials: Women with SCCA treated with intensity modulated radiation therapy–based CRT were surveyed at least 2 years after successfully completing therapy. A Female Sexual Function Index (FSFI) pain subscore ≤4 was used to define dyspareunia. Dosimetric parameters were calculated for both the full vaginal canal and AVW. Multivariable linear regression models were created to identify predictors of FSFI pain subscore using backward selection to identify final variables include in the models. An actionable dosimetric predictor for dyspareunia was established using the Youden index method for cutoff optimization. Results: Of 184 women who were contacted, 90 (49%) returned completed surveys. Of those who completed surveys, 51 (56.7%) reported being sexually active, and 47 had dosimetric data available for review. Of sexually active respondents, 32 (68%) had an FSFI pain subscore ≤4. Multiple regression models were generated using the full vaginal canal and AVW as organs at risk, and both models showed similar predictive relationships with volumetric dose parameters emerging as the best dosimetric predictors for dysparenuia. Age over 65 years was also associated with higher FSFI pain subscores (eg, less pain with intercourse) in both models. AVW V35 Gy < 60% was identified as the optimal cutoff to reduce the risk of patient-reported dyspareunia. Conclusions: Increased dose to the vaginal canal is significantly associated with worse patient-reported dyspareunia following CRT for SCCA. Minimizing dose to the AVW to V35 Gy < 60% may reduce the risk of this quality of life-limiting toxicity. Further prospective evaluation is needed to validate these findings.
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- 2024
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17. Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
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Dong Joo Rhee, PhD, Sam Beddar, PhD, Joseph Abi Jaoude, MD, Gabriel Sawakuchi, PhD, Rachael Martin, PhD, Luis Perles, PhD, Cenji Yu, BA, Yulun He, BA, Laurence E. Court, PhD, Ethan B. Ludmir, MD, Albert C. Koong, MD, PhD, Prajnan Das, MD, MS, MPH, Eugene J. Koay, MD, PhD, Cullen Taniguichi, MD, PhD, and Joshua S. Niedzielski, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: To determine the dosimetric limitations of daily online adaptive pancreas stereotactic body radiation treatment by using an automated dose escalation approach. Methods and Materials: We collected 108 planning and daily computed tomography (CT) scans from 18 patients (18 patients × 6 CT scans) who received 5-fraction pancreas stereotactic body radiation treatment at MD Anderson Cancer Center. Dose metrics from the original non-dose-escalated clinical plan (non-DE), the dose-escalated plan created on the original planning CT (DE-ORI), and the dose-escalated plan created on daily adaptive radiation therapy CT (DE-ART) were analyzed. We developed a dose-escalation planning algorithm within the radiation treatment planning system to automate the dose-escalation planning process for efficiency and consistency. In this algorithm, the prescription dose of the dose-escalation plan was escalated before violating any organ-at-risk (OAR) dose constraint. Dose metrics for 3 targets (gross target volume [GTV], tumor vessel interface [TVI], and dose-escalated planning target volume [DE-PTV]) and 9 OARs (duodenum, large bowel, small bowel, stomach, spinal cord, kidneys, liver, and skin) for the 3 plans were compared. Furthermore, we evaluated the effectiveness of the online adaptive dose-escalation planning process by quantifying the effect of the interfractional dose distribution variations among the DE-ART plans. Results: The median D95% dose to the GTV/TVI/DE-PTV was 33.1/36.2/32.4 Gy, 48.5/50.9/40.4 Gy, and 53.7/58.2/44.8 Gy for non-DE, DE-ORI, and DE-ART, respectively. Most OAR dose constraints were not violated for the non-DE and DE-ART plans, while OAR constraints were violated for the majority of the DE-ORI patients due to interfractional motion and lack of adaptation. The maximum difference per fraction in D95%, due to interfractional motion, was 2.5 ± 2.7 Gy, 3.0 ± 2.9 Gy, and 2.0 ± 1.8 Gy for the TVI, GTV, and DE-PTV, respectively. Conclusions: Most patients require daily adaptation of the radiation planning process to maximally escalate delivered dose to the pancreatic tumor without exceeding OAR constraints. Using our automated approach, patients can receive higher target dose than standard of care without violating OAR constraints.
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- 2023
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18. Contemporary use and outcomes of radiation and chemotherapy for unresectable pancreatic cancer
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Shalini Moningi, Xiudong Lei, Penny Fang, Cullen M. Taniguchi, Emma B. Holliday, Eugene J. Koay, Albert C. Koong, Ethan B. Ludmir, Bruce D. Minsky, Prajnan Das, Sharon H. Giordano, and Grace L. Smith
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Pancreatic cancer ,Stereotactic body radiation treatment ,SBRT ,Complications ,Toxicity ,Gastrointestinal ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background: We assessed radiation treatment (RT) use and complications for unresectable pancreatic cancer in the US, comparing conventionally fractionated (CFRT) and stereotactic body radiation treatment (SBRT) to inform real-world expected outcomes and practice. Material and Methods: We analyzed 5,624 patients with non-metastatic, unresectable pancreatic cancer (2,522 older patients age > 65, diagnosed 2006–2013 in Medicare linked data; and 3,102 younger patients age 0.05, all comparisons). Among older patients, increased complications were seen for SBRT in 1–4 fractions vs. CFRT (P
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- 2022
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19. NBTXR3, a first-in-class radioenhancer for pancreatic ductal adenocarcinoma: Report of first patient experience
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Alexander F. Bagley, Ethan B. Ludmir, Anirban Maitra, Bruce D. Minsky, Grace Li Smith, Prajnan Das, Albert C. Koong, Emma B. Holliday, Cullen M. Taniguchi, Matthew H.G. Katz, Eric P. Tamm, Robert A. Wolff, Michael J. Overman, Shivani Patel, Michael P. Kim, Ching-Wei D. Tzeng, Naruhiko Ikoma, Manoop S. Bhutani, and Eugene J. Koay
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background and purpose: Pancreatic ductal adenocarcinoma (PDAC) remains one of the leading causes of cancer-related deaths in the world. For patients with PDAC who are not eligible for surgery, radiation therapy improves local disease control, yet safely delivering therapeutic doses of radiation remains challenging due to off-target toxicities in surrounding normal tissues. NBTXR3, a novel radioenhancer composed of functionalized hafnium oxide crystalline nanoparticles, has recently shown clinical activity in soft tissue sarcoma, hepatocellular carcinoma, head and neck squamous cell carcinoma, and advanced solid malignancies with lung or liver metastases. Here we report the first patient with pancreatic cancer treated with NBTXR3. Materials and methods: A 66-year-old male with unresectable locally advanced PDAC was enrolled on our clinical trial to receive NBTXR3 activated by radiation therapy. Local endoscopic delivery of NBTXR3 was followed by intensity modulated radiation therapy (IMRT). Follow-up assessment consisted of physical examination, laboratory studies including CA19-9, and CT of the chest, abdomen, and pelvis. Results: The patient received NBTXR3 by local endoscopic delivery without any acute adverse events. Radiation treatment consisted of 45 Gy in 15 daily fractions using IMRT. The patient began radiation twelve days after NBTXR3 injection. Daily CT-on-rails imaging demonstrated retention of NBTXR3 within the tumor for the duration of treatment. At initial follow-up evaluation, the lesion remained radiographically stable and the patient did not demonstrate treatment-related toxicity. Conclusion: This report demonstrates initial feasibility of local endoscopic delivery of NBTXR3 activated by radiation therapy for patients with pancreatic cancer who are not eligible for surgery.
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- 2022
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20. Factors associated with complex oral treatment device usage in patients with head and neck cancer
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Stephen Palasi, Ning Zhang, Mikaela Bankston, Joy Godby, Hannah Burrows, Jennifer Lagunas, William Perkison, Brandon Gunn, Mark S. Chambers, David I. Rosenthal, William Morrison, Adam Garden, Clifton David Fuller, Sharon Giordano, and Eugene J. Koay
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Stent ,SEER-Medicare ,Oral mucositis ,Head and neck cancer ,Radiation ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: The objective was to identify clinical and epidemiological factors associated with utilization of a complex oral treatment device (COTD), which may decrease toxicity in patients undergoing radiation therapy for head and neck cancer (HNC). Materials and Methods: We retrospectively reviewed data from 1992 to 2013 in the Surveillance, Epidemiology, and End Results (SEER)-Medicare databases to analyze COTD usage during intensity-modulated radiation therapy (IMRT) for patients diagnosed with cancer of the tongue, floor of mouth, nasopharynx, tonsil, or oropharynx. Patients with a radiation simulation and complex treatment device code within 4 weeks before the first IMRT claim were identified as meeting COTD usage criteria. Demographic, regional, tumor, and treatment data were analyzed. Results: Out of 4511 patients who met eligibility criteria, 1932 patients (42.8%) did not utilize a COTD while 2579 (57.2%) met usage criteria. COTD utilization increased over time (36.36% usage in 1992 vs. 67.44% usage in 2013, p
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- 2021
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21. Patient-Reported Outcomes After Chemoradiation in Patients With Anal Cancer: A Qualitative Analysis
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Kelsey L. Corrigan, MD, MPH, Brian De, MD, Michael K. Rooney, MD, Ethan B. Ludmir, MD, Prajnan Das, MD, MS, MPH, Grace L. Smith, MD, PhD, Cullen M. Taniguchi, MD, PhD, Bruce D. Minsky, MD, Eugene J. Koay, MD, PhD, Albert C. Koong, MD, PhD, and Emma B. Holliday, MD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Pelvic chemoradiation therapy (CRT) is the curative therapy for non-metastatic anal cancer, resulting in excellent survival rates. However, anal cancer survivors may experience diminished quality of life (QOL) due to late toxicities from pelvic CRT. Few studies use patient-reported QOL, and few include thematic analyses of the patient experience in their own words. We conducted a survey study with qualitative analysis of free-text responses to explore themes of patient perceptions of their QOL during and after pelvic CRT to inform future interventions, reform patient education, and improve outcomes. Methods and Materials: We surveyed 248 patients with anal cancer treated with definitive intensity modulated radiation and concurrent chemotherapy from 2010 to 2018 who were alive and without recurrence. The survey included the Functional Assessment of Cancer Therapy General 7 item version, questions about satisfaction with preparation and patient education, and an optional free-text response question. Survey free response data were analyzed using the constant comparative method of qualitative analysis. Representative themes were generated. Results: One-hundred and twelve patients (45%) completed surveys. Of these respondents, 84 (75%) answered the free-text question. The median (interquartile range) Functional Assessment of Cancer Therapy General 7 item version score for survey responders (N = 112) was 21 (range, 15-24). Three themes most mentioned by respondents were persistent toxicity effecting QOL (82%), insufficient upfront information about CRT (56%), and gratitude toward care received (35%). Conclusions: Patients described late toxicities that affect QOL after pelvic CRT for anal cancer. This may be partially due to insufficient preparative information and post-treatment support. This study contributes to the literature supporting improved patient education and side effect management to augment long-term QOL for survivors of anal cancer.
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- 2022
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22. Implementation of a stereotactic body radiotherapy program for unresectable pancreatic cancer in an integrated community academic radiation oncology satellite network
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Alexander Augustyn, Valerie I. Reed, Neelofur Ahmad, Manoop S. Bhutani, Elizabeth S. Bloom, John R. Bowers, Gregory M. Chronowski, Prajnan Das, Emma B. Holliday, Marc E. Delclos, Ryan W. Huey, Eugene J. Koay, Sunyoung S. Lee, Christopher L. Nelson, Cullen M. Taniguchi, Albert C. Koong, and Stephen G. Chun
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Pancreatic cancer ,SBRT ,Satellite network ,Community ,Quality improvement ,Quality assurance ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background: With increasing interest in stereotactic body radiotherapy (SBRT) for unresectable pancreatic cancer, quality improvement (QI) initiatives to develop integrated clinical workflows are crucial to ensure quality assurance (QA) when introducing this challenging technique into radiation practices.Materials/Methods: In 2017, we used the Plan, Do, Study, Act (PDSA) QI methodology to implement a new pancreas SBRT program in an integrated community radiation oncology satellite. A unified integrated information technology infrastructure was used to virtually integrate the planned workflow into the community radiation oncology satellite network (P – Plan/D – Do). This workflow included multiple prospective quality assurance (QA) measures including multidisciplinary evaluation, prospective scrutiny of radiation target delineation, prospective radiation plan evaluation, and monitoring of patient outcomes. Institutional review board approval was obtained to retrospectively study and report outcomes of patients treated in this program (S – Study).Results:There were 12 consecutive patients identified who were treated in this program from 2017 to 2020 with a median follow-up of 27 months. The median survival was 13 months, median local failure free survival was 12 months and median progression free survival was 6 months from SBRT. There were no acute or late Common Terminology Criteria for Adverse Effects (CTCAE) version 5 toxicities ≥ Grade 3.Conclusion:We report the successful implementation of a community pancreas SBRT program involving multiple prospective QA measures, providing the groundwork to safely expand access to pancreas SBRT in our community satellite network (A – Act).
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- 2021
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23. The impact of tongue-deviating and tongue-depressing oral stents on long-term radiation-associated symptoms in oropharyngeal cancer survivors
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Sonja Stieb, Ismael Perez-Martinez, Abdallah S.R. Mohamed, Stockton Rock, Nimit Bajaj, Tanaya S. Deshpande, Mohamed Zaid, Adam S. Garden, Ryan P. Goepfert, Richard Cardoso, Renata Ferrarotto, Jay P. Reddy, Jack Phan, William H. Morrison, David I. Rosenthal, Eugene J. Koay, Steven J. Frank, C. David Fuller, and G. Brandon Gunn
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Head and neck neoplasms ,Oropharyngeal cancer ,Radiotherapy ,Stents ,Immobilization ,Quality of life ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Objectives: To evaluate whether the use of oral stents during intensity modulated radiation therapy (IMRT) for oropharyngeal cancer (OPC) is associated with long-term patient reported symptoms. Materials and methods: Data was obtained from a prospective observational study of disease-free head and neck cancer survivors. Radiation-associated patient reported symptoms were assessed using the MD Anderson Symptom Inventory Head and Neck module (MDASI-HN). Scores of ≥5 (11-point Likert scale, 0-10) were considered moderate/severe. Stratification was performed regarding IMRT volume (uni- versus bilateral neck) and stent utilization, with non-parametric analyses between groups. Results: 462 OPC survivors formed the cohort (54% tonsil, 46% base of tongue primaries). A tongue-deviating stent was used in 17%, tongue-depressing stent in 46%, and no stent in 37%. Median prescribed dose to the high dose clinical target volume was 66.0 Gy. Median follow-up from RT to MDASI-HN assessment was 68 months. Twenty percent had received unilateral neck RT (all had tonsil primaries), in whom a significant improvement in the proportion of patients with moderate/severe taste impairment (2% vs. 15%, p = 0.047) and lack of appetite (0% vs. 9%, p = 0.019) was associated with the use of tongue-deviating stents compared to no oral stent. In those who had received bilateral neck RT, a significant improvement in the proportion of patients with moderate/severe difficulty swallowing/chewing was associated with use of a tongue-depressing stent (21% vs. 31% without oral stent, p = 0.013). Conclusion: Disease-site specific select use of oral stents during IMRT was associated with reduced long-term patient reported symptoms in OPC survivors.
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- 2020
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24. Vasculature-Driven Biomechanical Deformable Image Registration of Longitudinal Liver Cholangiocarcinoma Computed Tomographic Scans
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Guillaume Cazoulat, PhD, Dalia Elganainy, MD, Brian M. Anderson, MS, Mohamed Zaid, MD, Peter C. Park, PhD, Eugene J. Koay, MD, PhD, and Kristy K. Brock, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Deformable image registration (DIR) of longitudinal liver cancer computed tomographic (CT) images can be challenging owing to anatomic changes caused by radiation therapy (RT) or disease progression. We propose a workflow for the DIR of longitudinal contrast-enhanced CT scans of liver cancer based on a biomechanical model of the liver driven by boundary conditions on the liver surface and centerline of an autosegmentation of the vasculature. Methods and Materials: Pre- and post-RT CT scans acquired with a median gap of 112 (32-217) days for 28 patients who underwent RT for intrahepatic cholangiocarcinoma were retrospectively analyzed. For each patient, 5 corresponding anatomic landmarks in pre- and post-RT scans were identified in the liver by a clinical expert for evaluation of the accuracy of different DIR strategies. The first strategy corresponded to the use of a biomechanical model-based DIR method with boundary conditions specified on the liver surface (BM_DIR). The second strategy corresponded to the use of an expansion of BM_DIR consisting of the auto-segmentation of the liver vasculature to determine additional boundary conditions in the biomechanical model (BM_DIR_VBC). The 2 strategies were also compared with an intensity-based DIR strategy using a Demons algorithms. Results: The group mean target registration errors were 12.4 ± 7.5, 7.7 ± 3.7 and 4.4 ± 2.5 mm, for the Demons, BM_DIR and BM_DIR_VBC, respectively. Conclusions: In regard to the large and complex deformation observed in this study and the achieved accuracy of 4.4 mm, the proposed BM_DIR_VBC method might reveal itself as a valuable tool in future studies on the relationship between delivered dose and treatment outcome.
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- 2020
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25. Stereotactic Versus Conventional Radiation Therapy for Patients With Pancreatic Cancer in the Modern Era
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Joseph Abi Jaoude, MD, Connor P. Thunshelle, BS, Ramez Kouzy, MD, Nicholas D. Nguyen, BA, Daniel Lin, BA, Laura Prakash, MD, Isabela M. Bumanlag, BS, Sonal S. Noticewala, MD, Joshua S. Niedzielski, PhD, Sam Beddar, PhD, Ethan B. Ludmir, MD, Emma B. Holliday, MD, Prajnan Das, MD, MS, MPH, Bruce D. Minsky, MD, Joseph M. Herman, MD, Matthew Katz, MD, Albert C. Koong, MD, PhD, Eugene J. Koay, MD, PhD, and Cullen M. Taniguchi, MD, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Patients with pancreatic cancer often receive radiation therapy before undergoing surgical resection. We compared the clinical outcomes differences between stereotactic body radiation therapy (SBRT) and 3-dimensional (3D)/intensity-modulated radiation therapy (IMRT). Methods and Materials: We retrospectively collected data from the University of Texas MD Anderson Cancer Center. Patients with borderline resectable/potentially resectable or locally advanced pancreatic cancer receiving neoadjuvant SBRT (median, 36.0 Gy/5fx), 3D conformal radiation (median, 50.4 Gy/28 fx) or IMRT (median, 50.4 Gy/28 fx) were included. Overall survival (OS) and progression-free survival were analyzed using Cox regression. Results: In total, 104 patients were included in our study. Fifty-seven patients (54.8%) were treated with SBRT, and 47 patients (45.2%) were treated with 3D/IMRT. Patients in the SBRT group were slightly older (median age: 70.3 vs 62.7 in the 3D/IMRT group). Both groups had similar proportions of patients with locally advanced pancreatic cancer (SBRT: 30, 52.6%; 3D/IMRT: 24, 51.1%). All patients were treated with chemotherapy. Patients in the SBRT group underwent more surgical resection compared with the 3D/IMRT group (38.6% vs 23.4%, respectively). At a median follow-up of 22 months, a total of 60 patients (57.7%) died: 25 (25/57, 43.9%) in the SBRT group, and 35 (35/47, 74.5%) in the 3D/IMRT group. Median OS was slightly higher in the SBRT group (29.6 months vs 24.1 months in the 3D/IMRT group). On multivariable Cox regression, the choice of radiation therapy technique was not associated with differences in OS (adjusted hazard ratios [aHR] = 0.5; 95% confidence interval [CI], 0.2%-1.3%, P = .18). Moreover, patients that underwent surgical resection had better OS (aHR = 0.3, 95% CI, 0.1%-0.8%, P = .01). Furthermore, progression-free survival was also similar between patients treated with SBRT and those treated with 3D/IMRT (aHR = 0.9, 95% CI, 0.5%-1.8%, P = .81) Conclusions: SBRT was associated with similar clinical outcomes compared with conventional radiation techniques, despite being delivered over a shorter period of time which would spare patients prolonged treatment burden. Future prospective data are still needed to better assess the role of SBRT in patients with pancreatic cancer.
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- 2021
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26. Definitive hyperfractionated, accelerated proton reirradiation for patients with pelvic malignancies
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Shalini Moningi, Ethan B. Ludmir, Praveen Polamraju, Tyler Williamson, Marcella M. Melkun, Joseph D. Herman, Sunil Krishnan, Eugene J. Koay, Albert C. Koong, Bruce D. Minsky, Grace L. Smith, Cullen Taniguchi, Prajnan Das, and Emma B. Holliday
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Introduction: Pelvic reirradiation (re-RT) presents challenges due to concerns for late toxicity to tissues-at-risk including pelvic bone marrow (PBM). We routinely utilize a hyperfractionated, accelerated re-RT for recurrent rectal or anal cancer in the setting of prior radiation. We hypothesized that proton beam radiation (PBR) is uniquely suited to limit doses to pelvic non-target tissues better than photon-based approaches. Materials and methods: All patients who received hyperfractionated, accelerated PBR re-RT to the pelvis from 2007 to 2017 were identified. Re-RT was delivered twice daily with a 6 h minimum interfraction interval at 1.5 Gray Relative Biological Effectiveness (Gy(RBE)) per fraction to a total dose of 39–45 Gy(RBE). Concurrent chemotherapy was given to all patients. Comparison photon plans were generated for dosimetric analysis. Dosimetric parameters compared using a matched-pair analysis and the Wilcoxon signed-rank test. Survival analysis was performed Kaplan Meier curves. Results: Fifteen patients were identified, with a median prior pelvic RT dose of 50.4 Gy (range 25–80 Gy). Median time between the initial RT and PBRT re-RT was 4.7 years (range 1.0–36.1 years). In comparison to corresponding photon re-RT plans, PBR re-RT plans had lower mean PBM dose, and lower volume of PBM getting 5 Gy, 10 Gy, 20 Gy, and 30 Gy (p
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- 2019
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27. Impact of Fiducial Marker Placement Before Stereotactic Body Radiation Therapy on Clinical Outcomes in Patients With Pancreatic Cancer
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Shalini Moningi, MD, Joseph Abi Jaoude, MD, Ramez Kouzy, MD, Daniel Lin, BA, Nicholas D. Nguyen, BA, Carolina J. Garcia Garcia, BS, Jae L. Phan, BA, Santiago Avila, BA, Daniel Smani, BA, Irina M. Cazacu, MD, Ben S. Singh, BA, Grace L. Smith, MD, PhD, MPH, Emma B. Holliday, MD, Eugene J. Koay, MD, PhD, Prajnan Das, MD, MS, MPH, Manoop S. Bhutani, MD, Joseph M. Herman, MD, MSc, MSHM, Bruce D. Minsky, MD, Albert C. Koong, MD, PhD, and Cullen M. Taniguchi, MD, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Localized pancreatic cancer is commonly treated with stereotactic body radiation therapy (SBRT), which often requires the placement of fiducial markers. We compared the clinical outcomes of patients with and without fiducial markers. Methods and Materials: We retrospectively collected data on patients with pancreatic cancer treated with neoadjuvant SBRT at a single institution. Patients were divided into 2 groups based on the placement of a fiducial marker. Local recurrence was the primary outcome. Time to event endpoints were analyzed using COX regression. Results: We included 96 patients with unresectable pancreatic cancer: 46 patients (47.9%) did not have a fiducial marker, and 50 patients (52.1%) had a fiducial placed. Patients in the fiducial group were older and had more locally advanced pancreatic cancer compared with those who did not have a fiducial placed. Most patients in both groups (92.7%) received chemotherapy before SBRT treatment. SBRT was delivered to a median of 36 Gy over 5 fractions in the no-fiducial group, and 38 Gy over 5 fractions in the fiducial group. At a median follow-up of 20 months, local recurrence was similar irrespective of fiducial placement (adjusted hazard ratio [aHR] 0.6, 95% CI 0.3-1.3, P = .59). Furthermore, no difference in overall survival was noted between the 2 groups (aHR 0.8, 95% CI 0.3-1.9, P = .65). In patients who eventually underwent surgery post-SBRT, no difference in surgical margins (P = .40) or lymphovascular invasion (P = .76) was noted between the 2 groups. No patient developed acute pancreatitis after fiducial placement. Conclusions: Our data suggest that the use of fiducial markers does not negatively affect clinical outcomes in patients with localized pancreatic cancer. Prospective confirmation of our results is still needed.
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- 2021
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28. Dose escalation for locally advanced pancreatic cancer: How high can we go?
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Lauren E. Colbert, MD, Neal Rebueno, CMD, Shalini Moningi, MD, Sam Beddar, PhD, Gabriel O. Sawakuchi, PhD, Joseph M. Herman, MD, Albert C. Koong, MD, PhD, Prajnan Das, MD, Emma B. Holliday, MD, Eugene J. Koay, MD, PhD, and Cullen M. Taniguchi, MD, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: There are limited treatment options for locally advanced, unresectable pancreatic cancer (LAPC) and no likelihood of cure without surgery. Radiation offers an option for local control, but radiation dose has previously been limited by nearby bowel toxicity. Advances in on-board imaging and treatment planning may allow for dose escalation not previously feasible and improve local control. In preparation for development of clinical trials of dose escalation in LAPC, we undertook a dosimetric study to determine the maximum possible dose escalation while maintaining known normal tissue constraints. Methods and Materials: Twenty patients treated at our institution with either SBRT or dose-escalated hypofractionated IMRT (DE-IMRT) were re-planned using dose escalated SBRT to 70 Gy in 5 fractions to the GTV and 40 Gy in 5 fractions to the PTV. Standard accepted organ at risk (OAR) constraints were used for planning. Descriptive statistics were generated for homogeneity, conformality, OAR's and GTV/PTV. Results: Mean iGTV coverage by 50 Gy was 91% (±0.07%), by 60 Gy was 61.3% (±0.08%) and by 70 Gy was 24.4% (±0.05%). Maximum PTV coverage by 70 Gy was 33%. Maximum PTV coverage by 60 Gy was 77.5%. The following organ at risk (OAR) constraints were achieved for 90% of generated plans: Duodenum V20 < 30 cc, V30 < 3 cc, V35 < 1 cc; Small Bowel V20 < 15 cc, V30 < 1 cc, V35 < 0.1 cc; Stomach V20 < 20 cc, V30 < 2 cc, V35 < 1 cc. V40 < 0.5 cc was achieved for all OAR. Conclusions: Dose escalation to 60 Gy is dosimetrically feasible with adequate GTV coverage. The identified constraints for OAR's will be used in ongoing clinical trials.
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- 2018
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29. Novel EUS-guided brachytherapy treatment of pancreatic cancer with phosphorus-32 microparticles: first United States experience
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Manoop S. Bhutani, MD, FASGE, Irina M. Cazacu, MD, Alexandra A. Luzuriaga Chavez, MD, Ben S. Singh, BA, Franklin C.L. Wong, MD, William D. Erwin, MS, Eric P. Tamm, MD, Geena G. Mathew, MS, Dao B. Le, PharmD, Eugene J. Koay, MD, PhD, Cullen M. Taniguchi, MD, PhD, Bruce D. Minsky, MD, Shubham Pant, MD, Ching-Wei D. Tzeng, MD, Albert C. Koong, MD, PhD, Gauri R. Varadhachary, MD, Matthew H.G. Katz, MD, Robert A. Wolff, MD, David R. Fogelman, MD, and Joseph M. Herman, MD
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Published
- 2019
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30. Radiomics predicts clinical outcome in primary gastroesophageal junction adenocarcinoma treated by chemo/radiotherapy and surgery
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Qifeng Wang, Shouhao Zhou, Laurence E. Court, Vivek Verma, Eugene J. Koay, Lifei Zhang, Wencheng Zhang, Chad Tang, Steven Lin, James D. Welsh, Mariela Blum, Sonia Betancourt, Dipen Maru, Wayne L. Hofstetter, and Joe Y. Chang
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: Radiomics has shown great promise to use quantifiable imaging characteristics to predict the behavior and prognosis of neoplasms. This is the first study to evaluate whether radiomic texture analysis can predict outcomes in gastroesophageal junction adenocarcinoma (GEJAC) treated with neoadjuvant chemoradiotherapy (CRT). Materials and Methods: Pretreatment contrast-enhanced CT images of 146 patients with stage II-III GEJAC were reviewed (2009–2011), and randomly split into training and validation groups at a 1:1 ratio stratified with baseline clinical characteristics. Whole-tumor texture was assessed using quantitative image features based on intensity, shape, and gray-level co-occurrence matrix. The relevant pretreatment texture features, in addition to the significant baseline clinical features to predict survival, were identified using multivariate Cox proportional hazard regression model with stepwise variable selection in the training sample and verified in the validation sample, to facilitate the proposal of a multi-point index for standard patient pre-treatment risk classification. Results: Of the factors identified in the training cohort independently associated with OS, only shape compactness (p = 0.04) and pathologic grade differentiation (PDG) (p = 0.02) were confirmed in the validation sample. Using both parameters, we created a 3-point risk classification index: low-risk (well-moderate PDG and high compactness), medium-risk (poor PDG or low compactness), and high-risk (poor PDG and low compactness). The risk index showed a strong negative association with postoperative pathologic complete response (pCR) (p = 0.04). Median OS for the high-, medium-, and low-risk groups were 23, 51, and ≥72 months, respectively (p
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- 2017
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31. Dose escalation with an IMRT technique in 15 to 28 fractions is better tolerated than standard doses of 3DCRT for LAPC
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Lauren E. Colbert, MD, MSCR, Shalini Moningi, MD, Awalpreet Chadha, MD, Ahmed Amer, MD, Yeonju Lee, PhD, Robert A. Wolff, MD, Gauri Varadhachary, MD, Jason Fleming, MD, Matthew Katz, MD, Prajnan Das, MD, MPH, Sunil Krishnan, MD, Eugene J. Koay, MD, PhD, Peter Park, PhD, Christopher H. Crane, MD, and Cullen M. Taniguchi, MD, PhD
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Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Purpose: To review acute and late toxicities after chemoradiation for locally advanced pancreatic ductal adenocarcinoma in patients who were treated with escalated dose radiation (EDR). Methods and materials: Maximum Common Terminology Criteria for Adverse Events Version 4.0 acute toxicities (AT) during radiation and within 60 days after radiation were recorded for both acute gastrointestinal toxicity and overall toxicity (OT). Late toxicities were also recorded. EDR was generally delivered with daily image guidance and breath-hold techniques using intensity modulated radiation therapy (IMRT) planning. These were compared with patients who received standard dose radiation (SDR) delivered as 50.4 Gy in 28 fractions using 3-dimensional chemoradiation therapy planning. Results: A total of 59 of 154 patients (39%) received EDR with biologically equivalent doses >70 Gy. The most frequent schedules were 63 Gy in 28 fractions (19 of 154 patients), 67.5 Gy in 15 fractions (10 of 154 patients), and 70 Gy in 28 fractions (15 of 154 patients). No grade 4 or grade 5 OT or late toxicities were reported. Rates of grade 3 acute gastrointestinal toxicity were significantly lower in patients who received EDR compared with SDR (1% vs 14%; P < .001). Similarly, rates of grade 3 OT were also lower for EDR compared with SDR (4% vs 16%; P = .004). The proportion of patients who experienced no AT was higher in the EDR group than the SDR group (36% vs 15%; P = .001). For EDR patients treated with IMRT, a lower risk of AT was associated with a later treatment year (P = .007), nonpancreatic head tumor location (P = .01), breath-hold (P = .002), 4-dimensional computed tomography (P = .003), computed tomography on rails (P = .002), and lower stomach V40 (P = .03). With a median time of 12 months (range, 1-79 months) from the start of radiation therapy to the last known follow-up in the EDR group, 51 of 59 patients (86%) had no late toxicity. Six of 59 EDR patients (10%) had either strictures or gastrointestinal bleeding that required intervention. No significant predictors of late toxicity were identified. Conclusion: Overall acute and late toxicity rates were low with EDR using an IMRT technique with image guidance and respiratory gating.
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- 2017
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32. Definitive radiation therapy for hepatocellular carcinoma with portal vein tumor thrombus
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Emma B. Holliday, Randa Tao, Zachary Brownlee, Prajnan Das, Sunil Krishnan, Cullen Taniguchi, Bruce D. Minsky, Joseph M. Herman, Ahmed Kaseb, Kanwal Raghav, Claudius Conrad, Jean-Nicholas Vauthey, Thomas A. Aloia, Yun Shin Chun, Christopher H. Crane, and Eugene J. Koay
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Hepatocellular carcinoma ,Tumor thrombus ,Prognostic factors ,Dose escalation ,Radiation therapy ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background: The purpose of this study is to review the results of radiation therapy (RT) for hepatocellular carcinoma (HCC) with portal venous tumor thrombus (PVTT) in a Western patient population. Methods: Thirty-four patients with HCC PVTT treated from 2007 to 2014 with RT were identified. Biologically effective dose (BED) was calculated for each patient, and greater than the median dose delivered (75 Gray (Gy)) was evaluated as a potential prognostic factor. Survival was compared and independent prognostic variables were evaluated by a Cox proportional hazards regression model. Results: Twenty-six patients (76.5%) exhibited a radiographic response to RT, and 10 patients (29.4%) ultimately developed local failure. Local control, liver control, distant control and OS at one year were 57.1%, 36.4%, 55.2% and 57.4%, respectively. Patients who received a BED >75 Gy had a significantly better local control at 1 year (93.3% vs 45.6%; Log Rank p = 0.0184). Patients who received a BED >75 Gy also had significantly better median survival (24.7mo vs 6.1mo) and 1-year overall survival (76.5% vs 30.0%) when compared with BED ≤75 Gy (Log-Rank p = 0.002). Conclusion: Our data suggest that RT should be considered for well-selected patients with HCC and PVTT for the purpose of improving local control and potentially prolonging the time to worsening venous obstruction and liver failure. When feasible, dose-escalation should be considered with a target BED of >75 Gy if normal organ dose constraints can be safely met.
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- 2017
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