Biomedical Informatics Commons^™

Distinct Clinicogenomic Features And Immunotherapy Associations In Pulmonary Sarcomatoid Carcinoma: A Multicenter Retrospective Study, Lingzhi Hong, Alessandro Di Federico, Bolun Liu, Alissa J Cooper, Joao V Alessi, Phoebe Clark, Waree Rinsurongkawong, Chingyi Young, Hui Li, Kang Qin, Muhammad Aminu, Valentina Santo, Yasir Elamin, Boris Sepesi, Jeff Lewis, Don L Gibbons, Ara A Vaporciyan, J Jack Lee, Xiuning Le, Jia Wu, Sinchita Roy-Chowdhuri, Mark J Routbort, P Andrew Futreal, John V Heymach, Mark M Awad, Adam J Schoenfeld, Jianjun Zhang, Biagio Ricciuti, Lei Deng, Natalie I Vokes

Faculty, Staff and Student Publications

Introduction: Pulmonary sarcomatoid carcinoma (PSC) is a rare NSCLC subtype with poor prognosis. Outcomes to immune checkpoint inhibitors (ICIs) and genomic features in PSC remain underexplored compared with other NSCLC subtypes.

Methods: Patients from three institutions and the National Cancer Database (NCDB) with metastatic NSCLC treated with ICI alone or with chemotherapy were identified. Clinicogenomics and treatment outcomes were compared across PSC, lung adenocarcinoma (LUAD), and lung squamous cell carcinoma (LUSC).

Results: We analyzed 4841 patients including 165 PSC cases treated with ICI-based therapy from three institutions and 201 PSC from NCDB. In MDACC, 65 (4.3%) were PSC, 1138 (75.1%) …

Comparison Of In-Hospital Complication Rates After Transcatheter Aortic Valve Replacement In Patients With Bicuspid Versus Tricuspid Aortic Valves: A Retrospective Cohort Study, Tingxi Zhu, Jiawei Luo, Xuan Huang, Lulu Liu, Kehan Li, Wei He, Xiaobo Zhou, Yingqiang Guo, Xiaoyan Yang

Faculty, Staff and Student Publications

Background: Transcatheter aortic valve replacement (TAVR) has become a popular alternative to surgical aortic valve replacement (SAVR) for patients with valvular heart disease (VHD), particularly for those with aortic anomalies.

Aims: The study aimed to compare the risks of post-TAVR complications between patients with bicuspid and tricuspid aortic valves and to identify associated risk factors.

Methods: The association between complications and valve type (bicuspid or tricuspid) was assessed. The study also explored various combinations of factors to understand their impact on complications. Separate analyses were conducted to identify specific risk factors for each complication.

Results: Out of the 1154 eligible …

Fludarabine Lymphodepletion Exposure Is Associated With Toxicities After Idecabtagene-Vicleucel In Relapsed/Refractory Multiple Myeloma: Real-World Experience From The Us Myeloma Immunotherapy Consortium, Karen Sweiss, Charlotte Wagner, Eric Anto, Tom Greene, Ryan Sun, Rebecca Gonzalez, Omar Castaneda Puglianini, Ciara Freeman, Filip Ionescu, Krina Patel, Christopher Ferreri, Mahmoud Gaballa, Leyla Shune, Joseph Mcguirk, Surbhi Sidana, Vanna Hovanky, Jack Khouri, Shahzad Raza, Faiz Anwer, Danai Dima, Hamza Hashmi, James Davis, Aimaz Afrough, Gurbakhash Kaur, Larry Anderson, Peter Forsberg, Megan Herr, Doris K Hansen, Mehmet Hakan Kocoglu, Douglas Sborov

Faculty, Staff and Student Publications

Background: Idecabtagene vicleucel (ide-cel) is a BCMA-directed CAR-T associated with high response rates in relapsed/refractory multiple myeloma (RRMM), yet responses are not durable and most patients experience toxicities. Fludarabine (Flu) is a key component of lymphodepletion but exhibits significant pharmacokinetic (PK) variability.

Objective: Given Flu exposure (AUC) predicts outcomes after CD19-directed CAR-T, we hypothesized it would predict outcomes after ide-cel. Our objective was to determine the association between fludarabine AUC and clinical outcomes after standard-of-care (SOC) ide-cel.

Study design: RRMM patients receiving ide-cel from 10 US Multiple Myeloma Immunotherapy Consortium centers were retrospectively analyzed. A population PK approach using cumulative …

The Longitudinal Impact Of Radiotherapy On Osseointegrated Hearing Aid Outcomes And Complications, Benjamin D Lovin, Mike Hernandez, Paul W Gidley, Karine Al Feghali, Jack Phan, Catherine Wang, Congjun Wang, Dianna Roberts, Marc-Elie Nader

Faculty, Staff and Student Publications

Objective: To evaluate the impact of radiotherapy on osseointegrated hearing aids (OIHA) complications.

Methods: Retrospective review of percutaneous OIHA performed from 2006 to 2021 at an academic institution. Implant and abutment-related complications were evaluated and stratified by radiation parameters. Main outcome measures were abutment, implant, and major complications assessed using the modified Holgers and IPS grading scales.

Results: Total of 190 OIHA were included; 124 (65%) were placed in bones that previously or subsequently received radiation. Total of 84 (44%) OIHA experienced at least one complication at mean 43.3 months. Radiation cohort had greater rates of having any complication (p …

Using Machine Learning For Early Prediction Of In-Hospital Mortality During Icu Admission In Liver Cancer Patients, Zhuo Zheng, Jinhong Xia, Jiawei Luo, Lei Du, Xiaobo Zhou, Xiaoyan Yang, Yan Xia, Mengyao Liu, Shixin Huang

Faculty, Staff and Student Publications

Liver cancer has a high incidence and mortality rate globally, particularly in patients requiring intensive care unit (ICU) admission. Early prediction of in-hospital mortality for these patients is crucial, yet lacking reliable tools. This study aims to develop and evaluate machine learning (ML) models for predicting in-hospital mortality in critically ill liver cancer patients admitted to the ICU. This retrospective study used data from the MIMIC-III and MIMIC-IV databases, including 862 patients from MIMIC-III (training cohort) and 692 patients from MIMIC-IV (validation cohort). The study focused on patients diagnosed with liver cancer, identified by specific ICD codes. Four ML algorithms, …

Prognosis And Treatment Response Stratification According To Loss Of Proofreading (Lop), Giulia Maddalena, Fadl A Zeineddine, Saikat Chowdhury, Mohammad A Zeineddine, Abdelrahman M Yousef, Francesca Bergamo, Sara Lonardi, Timothy A Yap, Michael Geoffrey White, Michael J Overman, Scott Kopetz, John Paul Shen

Faculty, Staff and Student Publications

Background: Only a subset of polymerase epsilon (POLE) mutations is associated with hypermutant phenotype; we hypothesized that only loss-of-proofreading (LOP) POLE mutations are associated with favorable immunotherapy response.

Methods: This retrospective cohort study included a pan-cancer cohort of 69,223 patients from cBioPortal and a cohort of patients with 41 POLE mutant metastatic colorectal (CRC) treated with immunotherapy at the MD Anderson Cancer Center between January 2017 and May 2023. We evaluated prognosis according to POLE mutation functionality.

Results: In the pan-cancer cBioPortal cohort (n=69,223) POLE was mutated in 2.8% (1,965) of tumors; of these, only 7.5% (n=148) had …

Effects Of Combining Traditional East Asian And Conventional Western Medicine On Acute Stroke Outcomes, Dong-Seok Gwak, Jong-Sik Lee, Dawid Schellingerhout, Jinyong Chung, Hyerin Oh, Sang-Wuk Jeong, Ji Sung Lee, Hee-Joon Bae, Mikyung Kim, Dong-Jun Choi, Dong-Eog Kim

Faculty, Staff and Student Publications

Background: Traditional East Asian medicine (TM) is widely used in Korea and other East Asian countries. However, the effects of TM treatment on acute ischemic stroke (AIS) outcomes remain unclear, as previous studies lacked a sufficient sample size, a consecutive series design, or a prospective outcome capture approach. We aimed to investigate whether combining TM with conventional Western medicine (CM) treatments (C+TM) leads to better outcomes after AIS, relative to CM treatment alone.

Methods: We retrospectively analyzed 2157 consecutive patients with AIS from a prospectively collected registry (2011-2021) at our center and compared the CM and C+TM groups in terms …

Predictors Of Response To Emergent Therapies In Paediatric Immune Thrombocytopenia, Candelaria O'Farrell, Taylor M Luckie, Matthew J Willis, Susan E Kirk, Brandon R Lucari, Michael E Scheurer, Xiaotian Gao, Amanda B Grimes

Faculty, Staff and Students Publications

Emergent therapies (ET), which include intravenous immunoglobulin (IVIG), corticosteroids and intravenous anti‐Rho(D) immunoglobulin, are used to treat acute episodes of bleeding in children with immune thrombocytopenia (ITP). There are currently no known biomarkers or clinical features predictive of treatment response to any specific ET. Thus, the treatment of ITP remains largely trial and error, exposing patients to potentially ineffective medications, which are often expensive and associated with adverse effects. We therefore sought to identify the predictors of treatment response through comparison of clinical characteristics in paediatric patients with ITP responsive to ET versus those non‐responsive to ET. We identified high …

Probabilistic Template Matching For Detecting Resting-State Functional Mri Language Network In Brain Tumor Patients, Jian Ming Teo, Vinodh A Kumar, Alexander M Khalaf, Kyle R Noll, Sherise D Ferguson, Chibawanye I Ene, Sujit S Prabhu, Max Wintermark, Ho-Ling Liu

Faculty, Staff and Student Publications

Background: Intersubject variation among patients with brain tumors complicates the template matching process for detecting the resting-state (rs) functional MRI (fMRI) language network when using independent component analysis (ICA).

Purpose: This study aimed to develop methods that use a probabilistic language atlas to incorporate intersubject variation in brain tumor patients into the template matching process.

Methods: This retrospective study included 79 patients with brain tumors (average age, 50 ± 15 years) who underwent presurgical task-based (tb)-fMRI and rs-fMRI at clinical 3T scanners. At varying template generation thresholds (τ), binary and probabilistic templates were obtained from the language atlas. A binary …

Sars-Cov-2 Mrna Vaccines Sensitize Tumours To Immune Checkpoint Blockade, Adam J Grippin, Christiano Marconi, Sage Copling, Nan Li, Chen Braun, Cole Woody, Elliana Young, Priti Gupta, Min Wang, Annette Wu, Seong Dong Jeong, Dhruvkumar Soni, Frances Weidert, Chao Xie, Eden Goldenberg, Andrew Kim, Chong Zhao, Anna Devries, Paul Castillo, Rishabh Lohray, Michael K Rooney, Benjamin R Schrank, Yifan Wang, Yifan Ma, Enoch Chang, Ramez Kouzy, Kyle Dyson, Jordan Jafarnia, Nina Nariman, Gregory Gladish, Jacob New, Ada Argueta, Diana Amaya, Nagheme Thomas, Andria Doty, Joe Chen, Nikhil Copling, Gabriel Alatrash, Julie Simon, Alicia Bea Davies, William Dennis, Richard Liang, Jeff Lewis, Xiong Wei, Waree Rinsurongkawong, Ara A Vaporciyan, Andrew Johns, D3code Team, Jack Lee, Ji-Hyun Lee, Ryan Sun, Padmanee Sharma, Hai Tran, Jianjun Zhang, Don L Gibbons, Jennifer Wargo, Betty Y S Kim, John V Heymach, Hector R Mendez-Gomez, Wen Jiang, Elias J Sayour, Steven H Lin

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICIs) extend survival in many patients with cancer but are ineffective in patients without pre-existing immunity1–9. Although personalized mRNA cancer vaccines sensitize tumours to ICIs by directing immune attacks against preselected antigens, personalized vaccines are limited by complex and time-intensive manufacturing processes10–14. Here we show that mRNA vaccines targeting SARS-CoV-2 also sensitize tumours to ICIs. In preclinical models, SARS-CoV-2 mRNA vaccines led to a substantial increase in type I interferon, enabling innate immune cells to prime CD8+ T cells that target tumour-associated antigens. Concomitant ICI treatment is required for …

Basal Cell Carcinoma Risk Prediction In Survivors Of Childhood Cancer, Cindy Im, Christina Boull, Zhe Lu, Kenneth Liao, Hasibul Hasan, Linwan Xu, Yadav Sapkota, Rebecca M Howell, Michael A Arnold, Miriam R Conces, Ashley J Housten, Judith Gebauer, Thorsten Langer, Jop C Teepen, Leontien C M Kremer, Louis S Constine, Yutaka Yasui, Melissa M Hudson, Kirsten K Ness, Gregory T Armstrong, Joseph P Neglia, Yan Yuan, Lucie M Turcotte

Faculty, Staff and Student Publications

Background: Survivors of childhood cancer face excess risk of developing basal cell carcinoma. Age-specific basal cell carcinoma risk prediction models for survivors may support targeted screening recommendations.

Methods: We developed models predicting basal cell carcinoma risk by ages 40 and 50 years featuring detailed cancer treatment predictors, utilizing statistical and machine-learning algorithms and data from 23 166 five-year survivors in the Childhood Cancer Survivor Study, a multi-institutional retrospective cohort study. Selected models were externally validated in 5314 survivors in the St Jude Lifetime Cohort. Model discrimination and precision were evaluated using the area under the receiver operating characteristic curve (AUROC) …

Acute Kidney Injury Is Associated With Elevated Urinary Endotrophin, Amanda J Clark, Brenda Mendoza Flores, Marie Christelle Saade, Kyle Q Vu, Isaac J Pence, Ningyan Zhang, Zhiqiang An, Dawei Bu, Philipp E Scherer, Samir M Parikh

Faculty, Staff and Student Publications

Acute kidney injury (AKI) is prevalent among hospitalized patients. Novel biomarkers are needed to diagnose AKI and target therapies. Endotrophin (ETP) is a molecule released during collagen type VI formation that may promote injury and fibrosis. Although serum ETP elevation has been associated with adverse outcomes in AKI, urinary ETP has not been assessed in AKI, nor has ETP been evaluated in a pediatric population. Urine samples were collected from a tertiary children's hospital. Medical records were reviewed, and patients who met criteria were sorted into three categories:

Evaluating Dimensionality Reduction For Patient-Reported Outcome-Based Survival Modeling In Patients With Head And Neck Cancer, Eric Ababio Anyimadu, Yaohua Wang, Amy C Moreno, Clifton David Fuller, Xinhua Zhang, G Elisabeta Marai, Guadalupe M Canahuate

Faculty, Staff and Student Publications

Purpose: This study aims to improve survival modeling in head and neck cancer (HNC) by integrating patient-reported outcomes (PROs) using dimensionality reduction techniques. PROs capture symptom severity across the treatment timeline and offer key insights for personalized care. However, their high dimensionality poses challenges such as overfitting and computational complexity. This work focuses on transforming and incorporating PRO data to enhance model performance in HNC.

Materials and methods: We analyzed retrospective data of 923 patients with HNC treated at the University of Texas MD Anderson Cancer Center between 2010 and 2021. Baseline clinical data including demographic, treatment, and disease characteristics …

Factors Associated With Medication Adherence Among Patients With Attention-Deficit/Hyperactivity Disorder (Adhd), Linh Nguyen, Yen-Chi L Le, Hannah Reygaerts, Todd R Johnson, Cesar A Soutullo

Faculty, Staff and Student Publications

Objective: Attention-Deficit/Hyperactivity Disorder (ADHD) is a common behavioral health condition that impacts 5% to 8% of children and 2.5% of adults worldwide. The symptoms of ADHD are effectively managed with medication, yet patients with ADHD may inconsistently take their medication. We assessed medication adherence among patients with ADHD and identified factors associated with medication adherence that may be utilized to optimize adherence.

Method: This is a retrospective, observational study among patients aged 4 years and older with a diagnosis of ADHD at primary care and multispecialty outpatient clinics during May 2021 to May 2023. We assessed sociodemographic characteristics, stratified by …

Performance Characteristics For Physiological Measures Of Progressive Pulmonary Fibrosis, Chad A Newton, Ashwatha Thenappan, Gabrielle Y Liu, Leda Yazbeck, Cathryn T Lee, Janelle Vu Pugashetti, Jennifer M Wang, Ethan White, Kevin R Flaherty, Elizabeth A Belloli, Jamie S Sheth, Nisha Mohan, Nazanin Nazemi, Andrew R Yu, Sahand Ghodrati, Kerri A Johannson, Veronica Marcoux, Jolene H Fisher, Deborah Assayag, Helene Manganas, Nasreen Khalil, Martin Kolb, Julie Morisset, Christine Kim Garcia, Felix Chua, Mary E Strek, Yet H Khor, Ayodeji Adegunsoye, Christopher J Ryerson, Philip L Molyneaux, Justin M Oldham

Faculty, Staff and Student Publications

Rationale: Clinical measures of progressive pulmonary fibrosis (PPF) have been proposed, but their clinical utility remains unclear.

Objectives: To determine performance characteristics of lung function-based PPF measures, including new guideline criteria for discriminating clinically relevant outcomes.

Methods: A multicenter retrospective cohort analysis was performed to assess the performance characteristics of eight categorical measures of FVC and DlCO decline, together with PPF guideline criteria (requiring two of the following: worsening respiratory symptoms, absolute decline in FVC ⩾5% or DlCO ⩾15%, or radiological progression) for discriminating 2-year death or lung transplant among patients fibrotic interstitial lung disease from the United States, United …

Natural History Of Primary Retroperitoneal Extra-Visceral Perivascular Epithelioid Cell Tumors (Pec): A Study From Transatlantic And Australasian Retroperitoneal Sarcoma Working Group (Tarpswg), Eyal Mor, Sameer Apte, Catherine Mitchell, Carolyn Nessim, Max Almond, Bruno Vincenzi, Jose Antonio Gonzalez Lopez, Lee Cranmer, Michael J Wagner, Aviram Nissan, Miguel Henriques Abreu, Markus Albertsmeier, Mathilda Knoblauch, Adam Barlow, Emily Z Keung, Giovanni Grignani, Jason L Hornick, Alessandro Gronchi, David E Gyorki

Faculty, Staff and Student Publications

Background: Perivascular epithelioid cell tumors (PEComa) are a rare family of mesenchymal tumors that include several subtypes. There are very limited data describing the natural history of patients with extra-visceral retroperitoneal PEComas of the retroperitoneum. The aim of this study is to describe the clinical features, treatment patterns, outcomes, and diagnostic challenges of primary extra-visceral retroperitoneal or abdominopelvic PEComa over the past decade.

Patients and methods: This is a retrospective analysis of all extra-visceral, non-renal, retroperitoneal, or abdominopelvic PEComas treated at participating centers over the past 10 years.

Results: A total of 77 patients from 13 centers were included. The …

Impacts Of The Conductive Networks On Solid-State Battery Operation, Shimao Deng, Yixian Wang, Tianxiao Sun, Wenlong Li, Mingyuan Ge, Jian Wang, Peter Cloetens, Piero Pianetta, David Mitlin, Yijin Liu

Faculty, Staff and Student Publications

The micromorphology of composite cathodes is known to play a vital role in determining all‐solid‐state battery (ASSB) performance. However, much of our current understanding is derived from empirical observations, lacking a deeper mechanistic foundation. The “rocking chair” concept of battery chemistry requires maintaining charge neutrality, emphasizing the necessity of examining electrode micromorphology from the perspective of conductive networks. This study systematically investigates the microscopic electrochemical impacts of conductive network micromorphology by varying the Li+‐to‐e− channel ratio in cathodes comprising LiNbO3‐coated LiNi0.8Co0.1Mn0.1O2, Li6PS5Cl, and carbon fibers. Utilizing multiscale synchrotron‐based spectro‐microscopy, we unravel that unbalanced Li+ and e− conducting channels intensify charge …

Sex Differences In The Treatment With Pcsk9 Monoclonal Antibodies- Real World Experience From A Dedicated Preventive Cardiology Clinic, Lital Hodeda, Alon Eisen, Aviad Rotholz, Ran Kornowski, Chen Gurevitz

Faculty, Staff and Student Publications

Purpose: Proprotein convertase subtilisin/kexin type 9 monoclonal antibodies (PCSK9 mAb) lower low-density lipoprotein cholesterol (LDL-C) levels and reduce atherosclerotic cardiovascular disease (ASCVD). Data regarding sex differences in PCSK9 mAb treatment remain lacking. This study examines sex differences in patients' characteristics, indications, efficacy, and safety of PCSK9 mAb treatment.

Methods: Retrospective study based on data from the Preventive Cardiology and Lipids Clinic in Rabin Medical Center on patients prescribed with PCSK9 mAb. Collected data included medical background, medications, indications and laboratory data, analyzed by sex.

Results: 246 patients were included (mean age 67y, ASCVD 78.8 %, mean baseline LDL-C 128.2 mg/dL). …

Predicting Clinical Success Of Ct-Based Functional Drained Liver Volume Assessment In Malignant Biliary Obstruction, Ethan Y Lin, Bruno C Odisio, Koustav Pal, Iwan Paolucci, Ryan P Kempen, Nicolas Cardenas, Paige Reed, Ketan Y Shah, Ahmed Awad, Rahul A Sheth, David Fuentes, Alda Tam

Faculty, Staff and Student Publications

Purpose

To compare the predictive accuracy of subjective versus objective assessment of three-dimensional functional drained liver volume (fDLV) for clinical success after percutaneous transhepatic biliary drainage (PTBD).

Materials and Methods

This retrospective study included patients with malignant biliary obstruction and hyperbilirubinemia who underwent de novo PTBD between January 2016 and February 2017. Clinical success was defined as achieving total bilirubin level less than 1.8 mg/dL (30.8 μmol/L) within 30 days after PTBD. Seven interventional radiologists independently categorized subjective fDLV into four groups: less than 30%, 30%–50%, 51%–75%, and greater than 75% of the total liver volume. Objective fDLV was calculated …

Outcomes Of Patients With Newly Diagnosed Acute Myeloid Leukemia With Flt3-Tyrosine Kinase Domain Mutations: Prognostic Implications Of Npm1 Co-Mutation, Sankalp Arora, Wei-Ying Jen, Musa Yilmaz, Indraneel Deshmukh, Jayastu Senapati, Sanam Loghavi, Ghayas C Issa, Nicholas J Short, Tapan M Kadia, Courtney D Dinardo, Gautam Borthakur, Joseph Jabbour, Naveen Pemmaraju, Michael Andreeff, Koichi Takahashi, Kapil Bhalla, Uday Popat, Elizabeth J Shpall, Betul Oran, Hussein A Abbas, Guillermo Garcia-Manero, Farhad Ravandi, Hagop Kantarjian, Naval Daver

Faculty, Staff and Student Publications

Background: The prognostic impact of Fms-like tyrosine kinase 3 (FLT3)-tyrosine kinase domain (TKD) mutation in patients with acute myeloid leukemia (AML) is not well defined. The authors described outcomes of one of the largest cohorts of patients with FLT3-TKD mutated (FLT3-TKDmut) AML to date.

Methods: This retrospective study included patients with newly diagnosed AML who received frontline treatment at The University of Texas MD Anderson Cancer Center from January 2012 to March 2024 divided into two cohorts: FLT3-TKDmut AML and nucleophosmin-mutated (NPM1mut)/FLT3-TKD wild-type (FLT3-TKDwt) AML. Patients with FLT3 internal tandem duplication mutations were excluded.

Results: In total, 2922 patients were …

Contemporary Outcomes Of Octa-Nonagenarians With Newly Diagnosed Acute Myeloid Leukemia, Jayastu Senapati, Hagop M Kantarjian, Tapan M Kadia, Jeannot Kekedjian, Gautam Borthakur, Naval Daver, Courtney D Dinardo, Elias Jabbour, Prithviraj Bose, Nicholas J Short, Musa Yilmaz, Nitin Jain, Naveen Pemmaraju, Hussein A Abbas, Ghayas C Issa, Abhishek Maiti, Guillermo Montalban Bravo, Indraneel Deshmukh, Elizabeth Shpall, Partow Kebriaei, Uday Popat, Sanam Loghavi, Beenu Thakral, Guilin Tang, Fadi G Haddad, Yesid Alvarado, Guillermo Garcia Manero, Farhad Ravandi

Faculty, Staff and Student Publications

Background: Octa-nonagenarians with acute myeloid leukemia (AML) represent a high-risk group due to frequently poor performance status, adverse genomics (e.g., TP53 mutations, complex karyotype), a high incidence of secondary AML, and inability to undergo an allogeneic stem cell transplantation. Evaluating their outcomes with modern treatment approaches is important.

Methods: This retrospective study analyzed outcomes of patients ≥80 years old with newly diagnosed AML treated at our center from 2013-2023.

Results: A total of 289 patients (median age, 83 years; range, 80-95 years) were included. Venetoclax containing low-intensity therapy was administered to 107 patients (37.0%). AML subtypes included de novo (123, …

Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection To Mitigate Immunosuppression, Duo Yu, Michael J Kane, Yiqing Chen, Steven H Lin, Radhe Mohan, Brian P Hobbs

Faculty, Staff and Student Publications

Purpose: Lymphocytes play critical roles in cancer immunity and tumor surveillance. Radiation-induced lymphopenia (RIL) is a common side effect observed in patients with cancer undergoing chemoradiation therapy (CRT), leading to impaired immunity and worse clinical outcomes. Although proton beam therapy (PBT) has been suggested to reduce RIL risk compared with intensity-modulated radiation therapy (IMRT), this study used Bayesian counterfactual machine learning to identify distinct patient profiles and inform personalized radiation modality choice.

Methods: A novel Bayesian causal inferential technique is introduced and applied to a matched retrospective cohort of 510 patients with esophageal cancer undergoing CRT to identify patient profiles …

The Significance Of Detecting An Unusual Myeloblast Immunophenotype In A Presumptive Clinical Diagnosis Of Myelodysplastic Syndromes, Fnu Sameeta, Wei Wang, Fatima Zahra Jelloul, Okechukwu V Nwogbo, Beenu Thakral, Jie Xu, Shaoying Li, Chi Young Ok, Guilin Tang, Fuli Jia, L Jeffrey Medeiros, Sanam Loghavi, Jeffrey L Jorgensen, Sa A Wang

Faculty, Staff and Student Publications

Context.—: Blasts in myelodysplastic syndromes (MDSs) typically have a primitive myeloid immunophenotype (CD34+CD117+CD13+CD33+HLA-DR+). On rare occasions, blasts were found to be CD34 negative or minimally expressed in a presumptive MDS.

Objective.—: To investigate the occurrence of these cases, and to examine any unique molecular genetic features, and clinical relevance.

Design.—: More than 2000 flow cytometry immunophenotyping tests for MDS performed during a 5-year period were retrospectively reviewed. Chronic myelomonocytic leukemia and overt acute myeloid leukemia (AML) (≥20% blasts) were excluded.

Results.—: Approximately 800 cases had abnormal myeloblasts consistent with myeloid neoplasms; 96% of cases showed a typical primitive phenotype, but …

Tert Promoter Mutations And Survival Outcomes In Adult-Type Granulosa Cell Tumors, Allison L Brodsky, Alejandra Flores Legarreta, Bryan M Fellman, Deanna Glassman, Jeffrey How, Veena Vuttaradhi, Anil K Sood, Lois Michelle Ramondetta, David Gershenson, R Tyler Hillman

Faculty, Staff and Student Publications

Objectives: To evaluate survival outcomes among patients with adult-type granulosa cell tumors who have telomerase reverse transcriptase (TERT) promoter mutations.

Methods: This is a retrospective cohort study using the MD Anderson Rare Gynecologic Malignancy Registry. Patients with adult granulosa cell tumors who underwent molecular testing for TERT promoter and FOXL2 c.C402G mutations were included. We used descriptive statistics to compare demographic and clinical variables and estimated progression-free and overall survival with Kaplan-Meier curves. Cox proportional hazards regression and log-rank tests were employed for comparisons, with multivariable analyses adjusting for various factors.

Results: Among 70 patients, 28 (40%) had TERT+ tumors. …

Imaging Efficacy And Safety Of Low Dose Intraventricular Tissue Plasminogen Activator In Aneurysmal Subarachnoid Hemorrhage: Case Series, Collin Liu, William W Wroe, Hussein A Zeineddine, Bryden Dawes, Michael Giordano, Aaron Mccabe, Ching-Jen Chen, Devin W Mcbride, Aaron M Gusdon, Huimahn A Choi, Spiros L Blackburn

Faculty, Staff and Student Publications

Introduction: Free hemoglobin's release into CSF from blood breakdown is a primary instigator of delayed cerebral ischemia (DCI) after aneurysmal subarachnoid hemorrhage (aSAH). Early clearance of subarachnoid blood with intrathecal (IT) fibrinolytics has shown potential to decrease incidence of DCI. However, the dosage of fibrinolytic needed is not known. We investigated the ability of low dose tissue plasminogen activator (tPA) to rapidly remove subarachnoid clot.

Material and methods: We performed a single center retrospective review of aSAH patients who received IT tPA. Dosing consistent with the CLEAR III trial for IVH was utilized-tPA (1 mg) administered every 8 h via …

Timing Of Nodal Metastasis In Patients With Eyelid Sebaceous Carcinoma And Implications For Surveillance And Survival, Tracy Lu, Casey Anthony, Xinyang Jiang, Jing Ning, Ryan Goepfert, Bita Esmaeli

Faculty, Staff and Student Publications

Background/aims: Sebaceous carcinoma (SC) is a rare cancer with periocular predilection. Studies focused on patterns and timing of nodal metastasis are scarce.Our aim is to report patterns of regional nodal metastasis in patients with eyelid SC, including results of sentinel lymph node biopsy (SLNB).

Methods: All consecutive patients with eyelid SC treated during 1999-2023 were retrospectively reviewed.All subjects had standard of care surgery for eyelid SC and regional lymph node evaluation using physical examination and ultrasonography (US) at baseline and during the surveillance period. 38 patients with negative findings on US had SLNB to rule out microscopic metastasis.The frequency and …

Detection Of Oncogenic Fusions In Colorectal Cancer Using A Partner-Agnostic Next-Generation Sequencing Approach, Andrew J Pellatt, Reagan M Barnett, Sante Gnerre, Kristin Edwards, Jason A Willis, Michael J Overmann, Kanwal Raghav, Christine M Parseghian, Arvind Dasari, M Pia Morelli, Alisha Bent, Madhulika Eluri, Nicholas Hornstein, Leylah M Drusbosky, Scott Kopetz, Van K Morris

Faculty, Staff and Student Publications

Background: Gene fusions exist with low prevalence in colorectal cancer (CRC), and the clinical utility of fusion testing in advanced CRC remains unclear. We sought to identify oncogenic fusions in patients with advanced CRC using a fusion partner-agnostic circulating tumor DNA (ctDNA) assay to better understand their clinical relevance.

Methods: We performed a retrospective analysis using de-identified data from 18,558 patients with advanced CRC who underwent ctDNA next-generation sequencing with Guardant360® from 2017 to 2022. These samples were subsequently reanalyzed with a partner-agnostic bioinformatics method to identify both clonal and non-clonal fusions. We analyzed for associations between fusions and MSI-H …

Hepatitis Patients Undergoing Cardiac Surgery: A Single-Center Retrospective Study, Jin-Long Ju, Yun-Tai Yao, Jun Li, Zhi Cheng, Ling-Ling Fan, Yu-Long Zhong

Faculty, Staff and Student Publications

This study aimed to investigate whether there is difference among various clinical variables, especially blood loss and total drainage volume, among patients with different types of hepatitis undergoing cardiac surgery. A retrospective study was performed on 150 hepatitis patients (127 hepatitis B and 23 hepatitis C) who underwent cardiac surgery at a single cardiovascular center in 2020. Data on their preoperative, intraoperative, and postoperative variables were collected and statistically analyzed to assess the inter-group differences in the following variables: intraoperative blood loss, postoperative drainage volume, proportion of patients treated with blood transfusion, proportion of patients treated with vasoactive drugs, and …

Long-Term Cytoreduction Outcomes With Or Without Heated Intraperitoneal Chemotherapy For Colorectal Peritoneal Metastases, Michael G White, Paula Marincola Smith, Neal Bhutiani, Beth Helmink, Norman Galbraith, Scott Kopetz, Michael Overman, Paul Mansfield, Keith Fournier, Abhineet Uppal

Faculty, Staff and Student Publications

Background: Patients with peritoneal metastases from colorectal adenocarcinoma (CRC) benefit from cytoreductive surgery (CRS). However, the role of heated intraperitoneal chemotherapy (HIPEC) remains unclear. We studied associations between HIPEC, peritoneal disease-free survival (PDFS), and overall survival (OS) in patients with CRC undergoing CRS.

Study design: All patients with CRC undergoing CRS between 2008 and 2023 were retrospectively identified at our center. Patient clinicodemographic factors were determined by chart review. OS and PDFS were evaluated using the Kaplan-Meier method. Associations between clinical factors and survival were determined using Cox proportional hazard models.

Results: A total of 147 patients were identified with …

Pathologist-Read Vs Ai-Driven Assessment Of Tumor-Infiltrating Lymphocytes In Melanoma, Thazin N Aung, Matthew Liu, David Su, Saba Shafi, Ceren Boyaci, Sanna Steen, Nikolaos Tsiknakis, Joan Martinez Vidal, Nigel Maher, Goran Micevic, Samuel X Tan, Matthew D Vesely, Saeed Nourmohammadi, Yalai Bai, Dijana Djureinovic, Pok Fai Wong, Katherine Bates, Nay N N Chan, Niki Gavirelatou, Mengni He, Sneha Burela, Robert Barna, Martina Bosic, Konstantin Bräutigam, Irineu Illabochaca, Zhou Chenhao, Joao Gama, Bianca Kreis, Reka Mohacsi, Nir Pillar, Joao Pinto, Christos Poulios, Maria Angeliki Toli, Evangelos Tzoras, Yadriel Bracero, Francesca Bosisio, Gábor Cserni, Alis Dema, Francesco Fortarezza, Mercedes Solorzano Gonzalez, Irene Gullo, Francisco Javier Queipo Gutiérrez, Ezgi Hacihasanoglu, Viktor Jovic, Bianca Lazar, Maria Olinca, Christina Neppl, Rui Caetano Oliveira, Federica Pezzuto, Daniel Gomes Pinto, Vanda Plotar, Ovidiu Pop, Tilman Rau, Kristijan Skok, Wenwen Sun, Ezgi Dicle Serbes, Wiebke Solass, Olga Stanowska, Marcell Szasz, Krzysztof Szymonski, Franziska Thimm, Danielle Vignati, Alon Vigdorovits, Victor Prieto, Tobias Sinnberg, James Wilmott, Shawn Cowper, Jonathan Warrell, Yvonne Saenger, Johan Hartman, Jasmine Plummer, Iman Osman, David L Rimm, Balazs Acs

Faculty, Staff and Student Publications

Importance: Tumor-infiltrating lymphocytes (TILs) are a provocative biomarker in melanoma, influencing diagnosis, prognosis, and immunotherapy outcomes; however, traditional pathologist-read TIL assessment on hematoxylin and eosin-stained slides is prone to interobserver variability, leading to inconsistent clinical decisions. Therefore, development of newer TIL scoring approaches that produce more reliable and consistent readouts is important.

Objective: To evaluate the analytical and clinical validity of a machine learning algorithm for TIL quantification in melanoma compared with traditional pathologist-read methods.

Design, setting, and participants: This multioperator, global, multi-institutional prognostic study compared TIL scoring reproducibility between traditional pathologist-read methods and an artificial intelligence (AI)-driven approach. The …