Biomedical Informatics Commons^™

Hyalinization-Based Pathologic Response And Immune Infiltration Following Neoadjuvant Radiotherapy With Or Without Immune-Checkpoint Blockade In Localized Undifferentiated Pleomorphic Sarcoma, R S Traweek, M Zoghbi, R Lazcano, B M Cope, A J Bishop, A Farooqi, D Mitra, A K Yoder, B A Guadagnolo, D R Ingram, K Wani, D Shamsutdinova, A J Lazar, W-L Wang, C P Scally, E Z Keung, K E Torres, K K Hunt, R Ratan, J A Livingston, M S Nakazawa, D M Araujo, S Patel, V Ravi, A P Conley, M A Zarzour, N Somaiah, C L Roland, E F Nassif Haddad

Faculty, Staff and Student Publications

BACKGROUND: Standard-of-care treatment of localized undifferentiated pleomorphic sarcoma (UPS) involves preoperative radiotherapy (RT) and surgery. Combination of RT with immune-checkpoint blockade (ICB) represents a promising new strategy.

METHODS: Our primary objective was to assess survival outcomes and pathologically documented response in patients receiving RT with or without ICB or chemotherapy.

RESULTS: In a retrospective cohort of 68 patients with primary or locally recurrent UPS who received neoadjuvant RT with or without ICB, the ICB group had greater tumor hyalinization than the non-ICB group (89% compared with 30%, P = 0.018). In the non-ICB group, 19/37 patients (51%) achieved hyalinization-based pathologic …

Semi-Automated Hippocampal Avoidance Whole-Brain Radiotherapy Planning, Dong Joo Rhee, Subha Perni, Kelly J Perrin, Kevin E Casey, Alexandra O Leone, Callistus M Nguyen, Laurence E Court, He Wang, Xin Wang, Eun Young Han

Faculty, Staff and Student Publications

Background: Hippocampal avoidance whole-brain radiotherapy (HA-WBRT) is designed to spare cognitive function by reducing radiation dose to the hippocampus during the treatment of brain metastases. Current manual planning methods can be time-consuming and may vary in quality, necessitating the development of automated approaches to streamline the process and ensure consistency.

Purpose: To automate hippocampal avoidance whole-brain radiotherapy (HA-WBRT) planning.

Methods: Our algorithm automatically contours organs-at-risk (OARs) and the hippocampal-avoidance brain target. The algorithm generates planning structures from given contours, utilizing preset beam parameters and dose constraints for optimization. If the dose constraints are unmet, "hotspot" contours will be created to …

Outcomes And Toxicity Following 3 Or More Definitive Courses Of Thoracic Radiation Therapy For Non-Small Cell Lung Cancer, Abigael Odwuor, Percy Lee, Joe Y Chang, Saumil Gandhi, Zhongxing Liao, Steven H Lin, Aileen Chen, Quynh-Nhu Nguyen, Michael S O'Reilly, Stephen G Chun, Julianna Bronk, David Qian, Matthew S Ning

Faculty, Staff and Student Publications

Purpose: Salvage re-irradiation is increasingly utilized to manage non-small cell lung cancer (NSCLC) locoregional recurrence or new lung primaries in previously treated areas. There is sparse information on efficacy and toxicity profile. We report a large experience of patients treated with multiple courses of definitive radiation for new and recurrent NSCLC.

Methods and materials: Medical records of patients who underwent ≥ 3 definitive thoracic radiation therapy (RT) courses for new or recurrent NSCLC at our cancer center from 2012 through 2021 were retrospectively reviewed following institutional review board approval. Toxicity was graded per Common Terminology Criteria for Adverse Events (CTCAE) …

Differences In Arterial Events In Vascular Ehlers-Danlos, Loeys-Dietz, And Marfan Syndrome, Ernesto Calderon-Martinez, Walter V Velasco, Dongchuan Guo, Ellen H Hostetler, Zhang Xun, Sara Stephens, Sherene Shalhub, Julie De Backer, Maral Ouzounian, Scott A Lemaire, Olivier Milleron, Nadine Hanna, Pauline Arnaud, Maria Tchitchinadze, Siddharth K Prakash, Mark Lindsay, Julien Marcadier, Richmond Jeremy, Shaine A Morris, Anji T Yetman, Catherine Boileau, Alan C Braverman, Guillaume Jondeau, Dianna M Milewicz

Faculty, Staff and Students Publications

Background: Heritable thoracic aortic disease is due to altered genes that confer a highly penetrant risk for thoracic aortic aneurysm and dissection, and a subset of these genes also cause aneurysms and dissections of peripheral arteries beyond the aorta. Arterial aneurysms, dissections, and ruptures are associated with pathogenic variants (PVs) in COL3A1, which is responsible for vascular Ehlers-Danlos syndrome, but arterial events are rare in Marfan syndrome due to PVs in FBN1, and poorly characterized in Loeys-Dietz syndrome due to PVs in the transforming growth factor (TGF)-β pathway genes.

Objectives: This study sought to define the relative risk of arterial …

Outcomes After Palliative Radiation Therapy In Patients With Symptomatic Locoregionally Advanced Breast Cancer, Luisa E Jacomina, David M Swanson, Melissa P Mitchell, Wendy A Woodward, Benjamin D Smith, Karen E Hoffman, Chelain R Goodman, Haven R Garber, Susie X Sun, Timothy A Yap, Funda Meric-Bernstam, Isidora Y Arzu, Elizabeth S Bloom, Pamela J Schlembach, Eric A Strom, Michael C Stauder, Simona F Shaitelman

Faculty, Staff and Student Publications

Purpose: Symptomatic locoregionally advanced breast cancer (SLABC) can cause troublesome pain or wound complications that negatively impact quality of life. Although palliative radiation therapy (RT) can minimize tumor-related symptoms, how best to tailor RT to achieve the most meaningful and durable response is not well defined.

Methods and materials: This is a single institution, multi-site retrospective review of patients with SLABC treated between 2016 and 2023 with palliative RT to symptomatic disease in the breast, chest wall, and/or regional lymph node basins. Overall survival (OS), locoregional control (LC), clinical and radiographic treatment response, overall pain scores, and treatment-related toxicities were …

Clinical Interrogation Of Tp53 Aberrations And Its Impact On Survival In Patients With Myeloid Neoplasms, Jayastu Senapati, Sanam Loghavi, Guillermo Garcia-Manero, Guillin Tang, Tapan Kadia, Nicholas J Short, Hussein A Abbas, Naszrin Arani, Courtney D Dinardo, Gautam Borthakur, Naveen Pemmaraju, Betul Oran, Elizabeth Shpall, Uday Popat, Richard Champlin, Sherry Pierce, Sankalp Arora, Ghayas Issa, Musa Yilmaz, Keyur Patel, Koichi Takahashi, Guillermo Montalban-Bravo, Danielle Hammond, Fadi G Haddad, Farhad Ravandi, Hagop M Kantarjian, Naval G Daver

Faculty, Staff and Student Publications

In myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML) with TP53 aberrations, dissecting the interaction amongst patient, disease and treatment factors are important for therapeutic decisions and prognostication. This retrospective analysis included patients with newly diagnosed MDS (>5% blasts) and AML with TP53 mutation(s) treated at MD Anderson Cancer Center. We factored patient age, TP53 aberration burden, therapy intensity and use of venetoclax in the AML subgroup, and allogeneic hematopoietic stem cell transplantation (HSCT) to interrogate outcomes. TP53 was annotated as high-risk (TP53HR) if >1 mutation, one mutation plus allelic deletion or a single mutation with variant allele frequency …

Externally Validated Digital Decision Support Tool For Time-To-Osteoradionecrosis Risk-Stratification Using Right-Censored Multi-Institutional Observational Cohorts, Laia Humbert-Vidan, Serageldin Kamel, Andrew Wentzel, Zaphanlene Kaffey, Moamen Abdelaal, Kyle B Spier, Natalie A West, G Elisabeta Marai, Guadalupe Canahuate, Xinhua Zhang, Melissa M Chen, Kareem A Wahid, Jillian Rigert, Seyedmohammadhossein Hosseinian, Andrew J Schaefer, Kristy K Brock, Mark Chambers, Adegbenga O Otun, Ruth Aponte-Wesson, Vinod Patel, Andrew Hope, Jack Phan, Adam S Garden, Steven J Frank, William H Morrison, Michael T Spiotto, David Rosenthal, Anna Lee, Renjie He, Mohamed A Naser, Erin Watson, Katherine A Hutcheson, Abdallah S R Mohamed, Vlad C Sandulache, Lisanne V Van Dijk, Amy C Moreno, Teresa Guerrero Urbano, Clifton D Fuller, Stephen Y Lai

Faculty, Staff and Student Publications

Background: Existing studies on osteoradionecrosis of the jaw (ORNJ) have primarily used cross-sectional data, assessing risk factors at a single time point. Determining the time-to-event profile of ORNJ has important implications to monitor oral health in head and neck cancer (HNC) long-term survivors.

Methods: Data were retrospectively obtained for a clinical observational cohort of 1129 patients (198 ORNJ cases) with HNC treated with radiotherapy (RT) at The University of Texas MD Anderson Cancer Center. A Weibull Accelerated Failure Time model was trained on previously identified dosimetric, clinical and demographic predictors. External validation was performed using an independent cohort of 265 …

Using A Surgical Risk Predictor To Estimate Percutaneous Cryoablation Adverse Event Risk: A Single Center Comparative Analysis, Prisha Patel, Koustav Pal, Hadi Ahmed, Bill Tang, Iwan Paolucci, Mohammad Khavandi, Peiman Habibollahi, Ketan Shah, Steven Y Huang, Bruno C Odisio, Sanjay Gupta, Kamran Ahrar, Steven Yevich, Joshua D Kuban, Alda Tam, Rahul A Sheth

Faculty, Staff and Student Publications

Objective: To evaluate the relevance of established surgical risk calculators for predicting complications in patients undergoing percutaneous lung cryoablation (PLC).

Methods: The institution's database was queried for PLC procedures from March 2015 to May 2024, excluding those patients with concomitant local therapies or five or more lesions treated in a single setting. Demographics, frailty metrics as defined by the surgical literature, and procedural variables were collected. To evaluate the suitability of surgical risk estimate calculators, the requisite demographic data were input into the American College of Surgery surgical risk calculator; estimates for length of stay (LOS), serious complications, 30-day readmission, …

Dose Prediction Via Deep Learning To Enhance Treatment Planning Of Lung Radiotherapy Including Simultaneous Integrated Boost Techniques, Wenhua Cao, Mary Gronberg, Stephen Bilton, Hana Baroudi, Skylar Gay, Christopher Peeler, Zhongxing Liao, Thomas J Whitaker, Karen Hoffman, Laurence E Court

Faculty, Staff and Student Publications

Background: Recent studies have shown deep learning techniques are able to predict three-dimensional (3D) dose distributions of radiotherapy treatment plans. However, their use in dose prediction for treatments with varied prescription doses including simultaneous integrated boost (SIB), that is, using multiple prescription doses within the same plan, and benefit in improving plan quality should be validated.

Purpose: To investigate the feasibility and potential benefit of using deep learning to predict dose distribution of volumetric modulated arc therapy (VMAT) including SIB techniques and improve treatment planning for patients with lung cancer.

Methods: The dose prediction model was trained with 93 retrospective …

Malperfusion In Patients With Acute Type A Aortic Dissection: A Nationwide Analysis, Nicholas J Goel, John J Kelly, William L Patrick, Yu Zhao, Joseph E Bavaria, Maral Ouzounian, Anthony L Estrera, Hiroo Takayama, Edward P Chen, T Brett Reece, G Chad Hughes, Eric E Roselli, Karen M Kim, Himanshu J Patel, Michael E Bowdish, Jason S Sperling, Bradley G Leshnower, Ourania Preventza, William T Brinkman, Nimesh D Desai

Faculty, Staff and Student Publications

Background: This study describes in detail the clinical burden of malperfusion associated with acute type A aortic dissection (ATAAD) in a large, national cohort and the effect of treatment strategy on outcomes.

Methods: All patients undergoing repair of ATAAD between 2017 and 2020 in The Society of Thoracic Surgeons (STS) Adult Cardiac Surgery Database were studied. Malperfusion was defined using STS definitions on the basis of imaging or the surgeon's evaluation. Multivariable logistic regression was used to analyze the effect of patient and treatment factors on outcomes in patients with and without malperfusion.

Results: A total of 9958 patients undergoing …

Safety, Efficacy, And Adjacent-Level Fracture Risk Following Vertebral Augmentation And Radiofrequency Ablation For The Treatment Of Spine Metastases In Patients With Cancer, Jeremiah Stringam, Koustav Pal, Andrew Niekamp, Rahim Jiwani, Iwan Paolucci, Joshua D Kuban, Zeyad Metwalli, Steven Huang, Peiman Habibollahi, Stephen Chen, Steven Yevich, Milan Patel, Sumit K Subudhi, Matthew Campbell, Amol Ghia, Claudio Tatsui, Rahul A Sheth

Faculty, Staff and Student Publications

Purpose: To evaluate the safety and efficacy of vertebral augmentation (VA) and radiofrequency ablation (RFA) for treating pathologic spinal fractures in patients with cancer and adjacent fracture risk following treatment.

Materials and Methods: This single-institution retrospective study, conducted from January 2017 to September 2020, included patients with cancer who underwent percutaneous VA with or without spine RFA for pathologic spine compression fractures. The primary outcome was pain reduction, assessed using the 10-point visual analog scale before the procedure, at first follow-up, and 2–4 weeks after the procedure. Logistic regression was performed to identify factors associated with epidural cement leak.

Results: …

T2-Weighted Imaging Of Rectal Cancer Using A 3d Fast Spin Echo Sequence With And Without Deep Learning Reconstruction: A Reader Study, Dan Nguyen, Sarah Palmquist, Ken-Pin Hwang, Jingfei Ma, Usama Salem, Jia Sun, Xinzeng Wang, Jong Bum Son, Randy Ernst, Peng Wei, Harmeet Kaur, Nir Stanietzky

Faculty, Staff and Student Publications

Purpose: To compare image quality and clinical utility of a T2-weighted (T2W) 3-dimensional (3D) fast spin echo (FSE) sequence using deep learning reconstruction (DLR) versus conventional reconstruction for rectal magnetic resonance imaging (MRI).

Methods: The study included 50 patients with rectal cancer who underwent rectal MRI consecutively between July 7, 2020 and January 20, 2021 using a T2W 3D FSE sequence with DLR and conventional reconstruction. Three radiologists reviewed the two sets of images, scoring overall SNR, motion artifacts, and overall image quality on a 3-point scale and indicating clinical preference for DLR or conventional reconstruction based on those three …

Building A Pre-Surgical Multiparametric-Mri-Based Morphologic, Qualitative, Semiquantitative, First And High-Order Radiomic Predictive Treatment Response Model For Undifferentiated Pleomorphic Sarcoma To Replace Recist, Raul F Valenzuela, Elvis Duran-Sierra, Mathew Antony, Behrang Amini, Sam Lo, Keila E Torres, Robert S Benjamin, Jingfei Ma, Ken-Pin Hwang, R Jason Stafford, Dejka Araujo, Andrew J Bishop, Ravin Ratan, Wei-Lien Wang, Jossue Espinoza, Pia V Valenzuela, Chengyue Wu, John E Madewell, William A Murphy, Colleen M Costelloe

Faculty, Staff and Student Publications

Background: Undifferentiated pleomorphic sarcoma (UPS) is the largest subgroup of soft-tissue sarcomas. It demonstrates post-therapeutic hemosiderin deposition, granulation tissue formation, fibrosis, and calcification. Our research aims to establish the multiparametric MRI (mp-MRI) value for predicting UPS treatment response.

Methods: An IRB-approved retrospective study included 33 extremity UPS patients with pre-operative mp-MRI, including diffusion-weighted imaging (DWI), contrast-enhanced susceptibility-weighted imaging (CE-SWI), and perfusion-weighted imaging with dynamic contrast-enhancement (PWI/DCE), and surgical resection between February 2021 and May 2023. Lesions were visually classified on CE-SWI into one of 6 morphology patterns. On PWI/DCE, lesions were classified into one of 6 patterns, and time-intensity curves …

High-Grade Astrocytoma With Piloid Features: A Single-Institution Case Series And Literature Review, Eric A Goethe, Subhiksha Srinivasan, Swaminathan Kumar, Sujit S Prabhu, Maria A Gubbiotti, Sherise D Ferguson

Faculty, Staff and Student Publications

High-grade astrocytoma with piloid features (HGAP) is a recently described primary brain tumor and the first requiring a specific methylation pattern for diagnosis, as its histologic features are often compatible with other tumors such as glioblastoma (GBM). Characterized by molecular alterations in CDKN2A/B, NF1, BRAF, FGFR1, and ATRX, they may be located anywhere in the CNS but show a predilection for the posterior fossa. Reports are limited to retrospective case series, and the standard of care is not yet established. We performed a retrospective review of electronic medical records of all patients with HGAP at our institution. Records were queried …

Development And Validation Of A Dynamic Real-Time Risk Prediction Model For Intensive Care Units Patients Based On Longitudinal Irregular Data: Multicenter Retrospective Study, Zhuo Zheng, Jiawei Luo, Yingchao Zhu, Lei Du, Lan Lan, Xiaobo Zhou, Xiaoyan Yang, Shixin Huang

Faculty, Staff and Student Publications

Background: Timely and accurate prediction of short-term mortality is critical in intensive care units (ICUs), where patients' conditions change rapidly. Traditional scoring systems, such as the Simplified Acute Physiology Score and Acute Physiology and Chronic Health Evaluation, rely on static variables collected within the first 24 hours of admission and do not account for continuously evolving clinical states. These systems lack real-time adaptability, interpretability, and generalizability. With the increasing availability of high-frequency electronic medical record (EMR) data, machine learning (ML) approaches have emerged as powerful tools to model complex temporal patterns and support dynamic clinical decision-making. However, existing models are …

Reduced Venetoclax Exposure To 7 Days Vs Standard Exposure With Hypomethylating Agents In Newly Diagnosed Aml Patients, Christophe Willekens, Alexandre Bazinet, Samy Chraibi, Alex Bataller, Justine Decroocq, Naszrin Arani, Benjamin Carpentier, Caitlin Rausch, Delphine Lebon, Abhishek Maiti, Nicolas Gauthier, Nicholas Short, Sarah Bonnet, Koji Sasaki, Sabine Khalife-Hachem, Mahesh Swaminathan, Jean-Baptiste Micol, Florence Pasquier, Christophe Marzac, Damien Roos-Weil, Laurent Pascal, Naval Daver, Tapan Kadia, Didier Bouscary, Farhad Ravandi, Arnaud Pages, Hagop Kantarjian, Stéphane De Botton, Courtney Dinardo

Faculty, Staff and Student Publications

Hypomethylating agent (HMA) plus venetoclax (VEN) regimens are standard of care in patients with acute myeloid leukemia (AML) ineligible for intensive chemotherapy. While the VEN label recommends continuous 28-day cycles, shortened VEN durations may induce similar response rates and improve tolerability. It is unknown how a VEN exposure reduced to 7 days during cycles compares to standard HMA + VEN. We retrospectively compared newly diagnosed AML patients treated with azacitidine (AZA) x 7 days plus VEN x 7 days ("7 + 7" regimen) from the first cycle (n = 82) vs patients treated with standard dose HMA + VEN (std-HMA/VEN) …

Thrombotic Complications Associated With Right Atrial Lines In Neonates And Infants Undergoing Cardiac Surgery. Is Calcium Chloride A Culprit?, Vy A Tran, Evelyn M Griffin, Jehan D Elliott, Rebecca L Scholl, Robert B Hill, Kelbie Kerr, Hala Khan, Jonathan Bates, Xu Zhang, Sepideh Saroukhani, Jorge Salazar, Olga I Pawelek

Faculty, Staff and Student Publications

Objectives: To determine if a change from calcium chloride to calcium gluconate infusion resulted in a decreased incidence of atrial thrombi and thrombotic events in neonates undergoing cardiac surgery.

Design: A single-center, retrospective cohort analysis.

Setting: A single center in Houston, TX.

Participants: 135 neonates undergoing cardiac surgery who had either a central venous catheter or tunneled atrial catheter placed and received infusions of either calcium chloride or calcium gluconate in the perioperative period.

Interventions: Patients either received a calcium chloride or calcium gluconate infusion in the perioperative period.

Measurements and main results: The study cohort consisted of 93 procedures …

Cytokine Storms In Covid-19, Hemophagocytic Lymphohistiocytosis, And Car-T Therapy, James P Long, Rishab Prakash, Paul Edelkamp, Mark Knafl, Anath C Lionel, Ranjit Nair, Sairah Ahmed, Paolo Strati, Luis E Malpica Castillo, Ajlan Al-Zaki, Kelly Chien, Dai Chihara, Jason Westin, Fareed Khawaja, Loretta J Nastoupil, Victor Mulanovich, Andrew Futreal, Scott E Woodman, Naval G Daver, Christopher R Flowers, Sattva Neelapu, Joanna-Grace Manzano, Swaminathan P Iyer

Faculty, Staff and Student Publications

Importance: Cytokine storm (CS) is a hyperinflammatory syndrome causing multiorgan dysfunction and high mortality, especially in patients with malignant hematologic neoplasms. Triggers include malignant neoplasm-associated hemophagocytic lymphohistiocytosis (MN-HLH), cytokine release syndrome from chimeric antigen receptor T-cell therapy (CAR-T CRS), and COVID-19, but the underlying mechanisms of inflammation and their impact on outcomes are poorly understood.

Objective: To delineate the inflammatory patterns characterizing different CS etiologies and their association with clinical outcomes.

Design, setting, and participants: This retrospective cohort study was conducted at the MD Anderson Cancer Center in Houston, Texas, between March 1, 2020, and November 20, 2022, using the …

Oral Decitabine Cedazuridine With And Without Venetoclax In Higher-Risk Myelodysplastic Syndromes Or Chronic Myelomonocytic Leukemia: A Propensity Score-Matched Study, Alex Bataller, Koji Sasaki, Samuel Urrutia, Guillermo Montalban-Bravo, Alexandre Bazinet, Kelly Chien, Danielle Hammond, Ian M Bouligny, Mahesh Swaminathan, Ghayas Issa, Nicholas Short, Naval Daver, Courtney D Dinardo, Tapan Kadia, Elias Jabbour, Farhad Ravandi, Gail J Roboz, Michael Savona, Elizabeth A Griffiths, James Mccloskey, Olatoyosi Odenike, Aram Oganesian, Harold N Keer, Mohammad Azab, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Hypomethylating agents (HMA) are indicated in the treatment of higher-risk myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). The combination of hypomethylating agents with venetoclax (Ven) has demonstrated promising results in these diseases, although randomized clinical trials are needed for validation. In this retrospective study, we compared two matched cohorts of patients with MDS or CMML: one receiving oral decitabine-cedazuridine (DEC-C, n = 73) and one receiving DEC-C and Ven (DEC-C-Ven, n = 51), in three contemporary clinical trials. The aim is to determine the impact of the addition of Ven to HMA in MDS and CMML. Individuals were matched …

Oral Decitabine Cedazuridine With And Without Venetoclax In Higher-Risk Myelodysplastic Syndromes Or Chronic Myelomonocytic Leukemia: A Propensity Score-Matched Study, Alex Bataller, Koji Sasaki, Samuel Urrutia, Guillermo Montalban-Bravo, Alexandre Bazinet, Kelly Chien, Danielle Hammond, Ian M Bouligny, Mahesh Swaminathan, Ghayas Issa, Nicholas Short, Naval Daver, Courtney D Dinardo, Tapan Kadia, Elias Jabbour, Farhad Ravandi, Gail J Roboz, Michael Savona, Elizabeth A Griffiths, James Mccloskey, Olatoyosi Odenike, Aram Oganesian, Harold N Keer, Mohammad Azab, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Hypomethylating agents (HMA) are indicated in the treatment of higher-risk myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). The combination of hypomethylating agents with venetoclax (Ven) has demonstrated promising results in these diseases, although randomized clinical trials are needed for validation. In this retrospective study, we compared two matched cohorts of patients with MDS or CMML: one receiving oral decitabine-cedazuridine (DEC-C, n = 73) and one receiving DEC-C and Ven (DEC-C-Ven, n = 51), in three contemporary clinical trials. The aim is to determine the impact of the addition of Ven to HMA in MDS and CMML. Individuals were matched …

Precision Phenotyping For Curating Research Cohorts Of Patients With Unexplained Post-Acute Sequelae Of Covid-19, Alaleh Azhir, Jonas Hügel, Jiazi Tian, Jingya Cheng, Ingrid V Bassett, Douglas S Bell, Elmer V Bernstam, Maha R Farhat, Darren W Henderson, Emily S Lau, Michele Morris, Yevgeniy R Semenov, Virginia A Triant, Shyam Visweswaran, Zachary H Strasser, Jeffrey G Klann, Shawn N Murphy, Hossein Estiri

Faculty, Staff and Student Publications

BACKGROUND: Scalable identification of patients with post-acute sequelae of COVID-19 (PASC) is challenging due to a lack of reproducible precision phenotyping algorithms, which has led to suboptimal accuracy, demographic biases, and underestimation of the PASC.

METHODS: In a retrospective case-control study, we developed a precision phenotyping algorithm for identifying cohorts of patients with PASC. We used longitudinal electronic health records data from over 295,000 patients from 14 hospitals and 20 community health centers in Massachusetts. The algorithm employs an attention mechanism to simultaneously exclude sequelae that prior conditions can explain and include infection-associated chronic conditions. We performed independent chart reviews …

High-Dose Methotrexate Usage Without Drug-Level Monitoring In Advanced Pediatric Mature B-Cell Non-Hodgkin Lymphoma In A Resource-Limited Setting In Malawi, Rizine R Mzikamanda, Loviisa Mulanje, Casey L Mcatee, Apatsa Matatiyo, Zoe Mwale, Grace Chirwa, Watipaso Wanda, Atupele Miranda Mpasa, Stella Wachepa, Minke H W Huibers, Steve Martin, Tamiwe Tomoka, Maurice Mulenga, Yuri Fedoriw, Gugulethu Mapurisa, Julie M Gastier Foster, Nader El-Mallawany, Katherine D Westmoreland, Peter Wasswa, Carl E Allen, Nmazuo Ozuah

Faculty, Staff and Students Publications

Purpose: Excellent survival for advanced (stages II with high lactate dehydrogenase, III, and IV) pediatric mature B-cell non-Hodgkin lymphoma (MB-NHL) has been achieved with intensive regimens, but adoption in sub-Saharan Africa is limited by inadequate supportive care. We provide real-world data on treating advanced MB-NHL with high-dose methotrexate (HD-MTX; ≥1,000 mg/m2/cycle) where real-time serum MTX monitoring is unavailable.

Methods: We identified two cohorts-a retrospective (January 2017-December 2020) cohort treated with 1,000 or 3,000 mg/m2/cycle of HD-MTX and a prospective (July 2022-July 2023) cohort-with a modified LMB96 protocol containing 3,000 mg/m2/cycle of HD-MTX. All doses of HD-MTX were given over 3 …

Bevacizumab Beyond Progression: Impact Of Subsequent Bevacizumab Re-Treatment In Patients With Ovarian, Fallopian Tube, And Peritoneal Cancer After Progression, Amma Asare, Rebecca Ann Previs, Daniel Spinosa, Bryan Fellman, Amelia L Scott, Isabelle Mulder, May Mahmoud, Ahmed Enbaya, Jean Hansen Siedel, Lauren Cobb, Pamela T Soliman, Anil K Sood, Robert L Coleman, Angeles Alvarez Secord, Shannon N Westin

Faculty, Staff and Student Publications

Background: This study evaluated whether patients with epithelial ovarian, fallopian tube, and primary peritoneal carcinoma (OC) who are immediately re-treated with bevacizumab derive benefit after disease progression on a bevacizumab-containing regimen.

Methods: This multi-institutional, retrospective study compared patients with high grade non-mucinous epithelial OC who received bevacizumab followed directly by another bevacizumab-containing treatment regimen to patients who received bevacizumab followed by a regimen that did not contain bevacizumab (or received no further treatment). Progression-free survival (PFS) and overall survival (OS) were estimated using Kaplan Meier product-limit estimator and modeled via Cox proportional hazards regression.

Results: Among 226 patients with OC …

Outcomes Of Standard-Risk Multiple Myeloma Patients Who Undergo Upfront Autologous Hematopoietic Stem Cell Transplantation, Oren Pasvolsky, Curtis Marcoux, Zhongya Wang, Denái R Milton, Babar Pal, Mark R Tanner, Qaiser Bashir, Samer Srour, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Naureen Syed, Yosra Aljawai, Hans C Lee, Krina K Patel, Melody R Becnel, Christine Ye, Partow Kebriaei, Sheeba K Thomas, Robert Z Orlowski, Richard E Champlin, Elizabeth J Shpall, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Patients with multiple myeloma (MM) without high-risk cytogenetic abnormalities are classified as having standard-risk MM (SRMM), and data focusing on their outcomes after autologous hematopoietic stem cell transplantation (autoHCT) are limited. We sought to evaluate survival outcomes for patients with SRMM receiving autoHCT, and to elucidate factors that impact these outcomes. This was a single-center retrospective analysis that included consecutive MM patients who received upfront autoHCT between 2013 and 2021, had available cytogenetic information and had no high-risk chromosomal abnormalities on fluorescence in situ hybridization, defined as t(4;14), t(14;16), del(17p) or 1q21 gain or amplification. A total of 1000 SRMM …

Loncastuximab In High-Risk And Heavily Pretreated Relapsed/Refractory Diffuse Large B-Cell Lymphoma: A Realworld Analysis From 21 Us Centers, Viktoriya Zelikson, Ashwath Gurumurthi, Yazeed Sawalha, Kaitlin Annunzio, Aditi Saha, Ning Dong, David Qualls, Behzad Amoozgar, Brad Kahl, John Baird, Pavan Challa, Scott F Huntington, Jennifer Santos, Steven Bair, Mayur Narkhede, Shuning Li, Zachary Frosch, Carrie Ho, Stephen D Smith, Allison Winter, Daniel Landsburg, Fateeha Furqan, Mehdi Hamadani, Katelin Baird, Jason Romancik, Hanan Alharthy, Jennie Law, Leyla Bojanini, Ranjana Advani, Boyu Hu, Patrick Connor Johnson, Natalie S Grover, Mwanasha Merril, Jennifer L Crombie, Nazila Shafagati, Cole Sterling, Loretta J Nastoupil, Narendranath Epperla, Emily C Ayers

Faculty, Staff and Student Publications

Outcomes in patients with relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL) are poor. Loncastuximab- teserine (Lonca) is an antibody-drug conjugate which was approved by the Food and Drug Administration for the treatment of patients with R/R DLBCL who have received at least two prior lines of therapy, based on the results of the LOTIS-2 trial. However, there are limited data regarding its efficacy in the real-world setting. This retrospective study included 21 US centers and evaluated outcomes of patients with R/R DLBCL treated with Lonca. Our analysis comprises 187 patients with notably higher-risk baseline features compared to those of the …

Robust Automated Method Of Spatial Resolution Measurement In Radiotherapy Ct Simulation Images, Pavel Govyadinov, Rick R Layman, Tucker Netherton, Raymond Mumme, Aaron K Jones, Laurence E Court, Moiz Ahmad

Faculty, Staff and Student Publications

Background: Variation in imaging protocol, patient positioning, and the presence of artifacts can vary image quality in CT images used for radiotherapy planning. Automated methods for spatial resolution (SR) estimation exist but require further investigation and validation for wider adoption.

Purpose: To validated previously existing algorithm for SR estimation and introduce improvements that make it robust to patient positioning, CT protocol, site, and artifacts.

Method: A reference algorithm based on the previous gold standard was recreated and modified to improve robustness. The algorithms were tested on three different datasets: (1) a cylindrical ACR CT QC phantom scanned using a Siemens …

Impact Of Measurable Residual Disease Clearance Kinetics In Patients With Aml Undergoing Intensive Chemotherapy, Wei-Ying Jen, Koji Sasaki, Farhad Ravandi, Tapan M Kadia, Sa A Wang, Wei Wang, Sanam Loghavi, Naval G Daver, Courtney D Dinardo, Ghayas C Issa, Hussein A Abbas, Cedric Nasnas, Alex Bataller, Samuel Urrutia, Omer S Karrar, Sherry Pierce, Hagop M Kantarjian, Nicholas J Short

Faculty, Staff and Student Publications

The prognostic impact of measurable residual disease (MRD) in acute myeloid leukemia (AML) is unequivocal; however, the optimal time point for achieving undetectable MRD is unclear. We retrospectively studied patients with newly diagnosed (ND) AML who achieved remission with frontline intensive chemotherapy and had MRD assessed by flow cytometry after induction (time point 1 [TP1]) and after cycles 2 or 3 (TP2). Cases were grouped into MRD negative (Neg)/Neg, positive (Pos)/Neg, or Pos/Pos at TP1 and TP2, respectively. Of 1980 patients with ND AML, 277 met the inclusion criteria and were included in this analysis. The median relapse-free survival (RFS) …

Efficacy And Safety Of Nivolumab Plus Ipilimumab In Patients With Metastatic Variant Histology (Non-Clear Cell) Renal Cell Carcinoma, Mohammad Jad Moussa, Jaanki Khandelwal, Nathaniel R Wilson, Kiran L Malikayil, Devaki Shilpa Surasi, Tharakeswara K Bathala, Yiyun Lin, Priya Rao, Pheroze Tamboli, Kanishka Sircar, Helen Ajufo, Khaled M Elsayes, Amishi Shah, Andrew C Johns, Sangeeta Goswami, Elshad Hasanov, Eric Jonasch, Pavlos Msaouel, Matthew T Campbell, Omar Alhalabi, Nizar M Tannir

Faculty, Staff and Student Publications

Background: Nivolumab plus ipilimumab (nivo/ipi) is a standard of care first-line (1 L) therapy for patients with metastatic clear-cell renal cell carcinoma (ccRCC), but its role in patients with metastatic, non-ccRCC has not been fully defined. We report a single-institution experience with nivo/ipi in non-ccRCC.

Methods: Between November 2017 and February 2024, 55 patients with metastatic non-ccRCC received nivo/ipi at MD Anderson Cancer Center. The tumor response was assessed by blinded radiologists using RECIST v1.1. The overall response rate (ORR), progression-free survival (PFS), PFS milestone, duration of response (DoR), and overall survival (OS) were determined. Next-generation sequencing (NGS) was performed …

Differentiating Between Renal Medullary And Clear Cell Renal Carcinoma With A Machine Learning Radiomics Approach, Rahim Jiwani, Koustav Pal, Iwan Paolucci, Bruno Odisio, Kristy Brock, Nizar M Tannir, Daniel D Shapiro, Pavlos Msaouel, Rahul A Sheth

Faculty, Staff and Student Publications

Background: The objective of this study was to develop and validate a radiomics-based machine learning (ML) model to differentiate between renal medullary carcinoma (RMC) and clear cell renal carcinoma (ccRCC).

Methods: This retrospective Institutional Review Board -approved study analyzed CT images and clinical data from patients with RMC (n = 87) and ccRCC (n = 93). Patients without contrast-enhanced CT scans obtained before nephrectomy were excluded. A standard volumetric software package (MIM 7.1.4, MIM Software Inc.) was used for contouring, after which 949 radiomics features were extracted with PyRadiomics 3.1.0. Radiomics analysis was then performed with RadAR for differential radiomics …

Emapalumab Treatment In Patients With Rheumatologic Disease-Associated Hemophagocytic Lymphohistiocytosis In The United States: A Retrospective Medical Chart Review Study, Shanmuganathan Chandrakasan, Carl E Allen, Deepika Bhatla, John Carter, May Chien, Robert Cooper, Lauren Draper, Olive S Eckstein, Rabi Hanna, J Allyson Hays, Michelle L Hermiston, Ashley P Hinson, Patricia M Hobday, Michael S Isakoff, Michael B Jordan, Jennifer W Leiding, Renee Modica, Taizo A Nakano, Abiola Oladapo, Sachit A Patel, Priti Pednekar, Mona Riskalla, Susmita N Sarangi, Prakash Satwani, Anand Tandra, Kelly J Walkovich, John D Yee, Adi Zoref-Lorenz, Edward M Behrens

Faculty, Staff and Students Publications

Objective: Rheumatologic disease-associated hemophagocytic lymphohistiocytosis (HLH), a rare, life-threatening, systemic hyperinflammatory syndrome, occurs as a complication of underlying rheumatologic disease. Real-world evidence is lacking on emapalumab, a fully human monoclonal antibody that neutralizes the proinflammatory cytokine interferon-γ, approved for treating patients with primary HLH.

Methods: REAL-HLH, a retrospective medical chart review study conducted across 33 US hospitals, assessed real-world treatment patterns and outcomes in patients with HLH treated with one or more dose of emapalumab between November 20, 2018, and October 31, 2021. Data are presented for the subset of patients with rheumatologic disease-associated HLH.

Results: Fifteen of 105 patients …