Medical Specialties Commons^™

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 …

Development Of A Multi-Institutional Dataset To Validate A Novel Inflammatory Breast Cancer Diagnostic Score, Filipa Lynce, Samuel M Niman, Megumi Kai, Sean Ryan, Elizabeth Troll, Li Li, Kathy D Miller, Reshma Jagsi, Ginny Mason, Beth A Overmoyer, H T Carisa Le-Petross, Faina Nakhlis, Savitri Krishnamurthy, Beth T Harrison, Susie X Sun, Eren D Yeh, Jennifer R Bellon, Laura E Warren, Michael C Stauder, Meredith M Regan, Wendy A Woodward

Faculty, Staff and Student Publications

Background: Susan G. Komen, the Inflammatory Breast Cancer (IBC) Research Foundation, and the Milburn Foundation convened patient advocates, clinicians, and researchers to propose novel quantitative scoring rubrics for IBC diagnosis. In this study, we developed a multi-institutional clinical dataset to test and validate the proposed scoring system.

Methods: IBC (N = 988) and non-IBC (N = 332) cases were identified at 2 institutions with dedicated multidisciplinary IBC programs. The non-IBC cohort included consecutive cT4b and cT4c patients. Standard operating procedures (SOPs) were developed for all ambiguous findings and languages. Three different methods were used for the imputation of missing data, …

Changes In Post-Transplant Serum Testosterone Levels In Men Undergoing Lung Transplantation: A Pilot Study Using The Trinetx Research Network, Austin Thompson, Danly Omil-Lima, Jaime Abraham Perez, Erin Jesse, Mohit Khera, Kenneth Chavin, Nannan Thirumavalavan

Faculty, Staff and Students Publications

Hypogonadism is understudied in men requiring solid organ transplants, particularly among lung transplant recipients. Improvement in serum testosterone levels has been reported in kidney and liver transplantation. Using the TriNetX Research Network, we performed a retrospective cohort study to evaluate the incidence of peri-transplant hypogonadism and the natural course of serum testosterone following successful lung transplantation. Men aged ≥ 18 with a lung transplant and total testosterone drawn within one year pre- and post-transplant were included. Men with receipt of testosterone therapy were excluded. A low testosterone (< 300 ng/dL) and normal testosterone (≥300 ng/dL) cohort was created before employing descriptive and analytic statistics to investigate the incidence of peri-transplant hypogonadism and the change in serum testosterone levels following lung transplantation. In our entire cohort, lung transplantation was not associated with a significant increase in post-transplant serum testosterone (329.86 ± 162.56 ng/dL pre-transplant and 355.13 ± 216.11 ng/dL post-transplant, p = 0.483). The number of men with low testosterone decreased by 9.8% following lung transplantation but was not significant, p = 0.404. In this pilot study, no significant change in the number of hypogonadal men nor serum testosterone levels was observed among men undergoing lung transplantation.

Global Cardiac Anesthesia Workforce Assessment: A Cross-Sectional Observational Survey Study, Alexander J C Mittnacht, Carolina S Romero Garcia, Joshua B Cadwell, Jiapeng Huang, Iwan Sofjan, Mohamed R Eltahan, Hong Liu, Chirojit Mukherjee, Fabio Guarracino, Andrew Shaw, Pablo Motta, International Academy Of Cardiac Anaesthesiologists (Iaca) Global Survey Team

Faculty, Staff and Students Publications

Objective: The primary aim of this survey was to assess the demographics, training background, practice setting, and work environment of cardiac anesthesiologists globally.

Design: Cross-sectional study of the global cardiac anesthesia workforce. A multilingual web-based survey was conducted between June 1 and December 31, 2023.

Setting: The survey was distributed via cardiac anesthesia societies, special interest groups, and social media using a non-probabilistic sample and with snowballing techniques.

Participants: Anesthesiologists actively practicing cardiac anesthesia.

Interventions: None.

Measurements and main results: In total, 3,430 participants from 99 countries responded. Results were summarized as descriptive data comparing geographical regions, and noticeable differences …

Associations Between Prostate Cancer And Dementia: A Nationwide Study In Sweden, Casey Crump, Pär Stattin, James D Brooks, Jan Sundquist, Jingkai Wei, Weiva Sieh, Kristina Sundquist

Faculty, Staff and Student Publications

Background and objective: Prostate cancer (PC) and dementia may commonly co-occur; yet, prior evidence for bidirectional associations is inconsistent. This study aims to determine the associations between PC and dementia in large population-based studies, which may further inform clinical care.

Methods: To assess the dementia risk in men with PC, a national cohort study was conducted in 178 746 men diagnosed with PC in 1998-2017 and 1 787 460 age-matched control men in Sweden without prior dementia. Cox regression was used to estimate hazard ratios (HRs) for Alzheimer's disease (AD) and vascular dementia (VaD) through 2018. Subanalyses explored differences by …

White Matter Abnormalities And Cognition In Aging And Alzheimer Disease, Christopher Peter, Aditi Sathe, Niranjana Shashikumar, Kimberly R Pechman, Abigail W Workmeister, T Bryan Jackson, Yuankai Huo, Shubhabrata Mukherjee, Jesse Mez, Logan C Dumitrescu, Katherine A Gifford, Corey J Bolton, Leslie S Gaynor, Shannon L Risacher, Lori L Beason-Held, Yang An, Konstantinos Arfanakis, Guray Erus, Christos Davatzikos, Duygu Tosun-Turgut, Mohamad Habes, Di Wang, Arthur W Toga, Paul M Thompson, Panpan Zhang, Kurt G Schilling, Marilyn Albert, Walter Kukull, Sarah A Biber, Bennett A Landman, Barbara B Bendlin, Sterling C Johnson, Julie Schneider, Lisa L Barnes, David A Bennett, Angela L Jefferson, Susan M Resnick, Andrew J Saykin, Paul K Crane, Michael L Cuccaro, Timothy J Hohman, Derek B Archer, Dimitrios Zaras, Yisu Yang, Alaina Durant, Praitayini Kanakaraj, Michael E Kim, Chenyu Gao, Nancy R Newlin, Karthik Ramadass, Nazirah Mohd Khairi, Zhiyuan Li, Tianyuan Yao, Seo-Eun Choi, Brandon Klinedinst, Michael L Lee, Phoebe Scollard, Emily H Trittschuh, Elizabeth A Sanders

Faculty, Staff and Student Publications

Importance: There has yet to be a large-scale study quantifying the association between white matter microstructure and cognitive performance and decline in aging and Alzheimer disease (AD).

Objective: To investigate the associations between tract-specific white matter microstructure and cognitive performance and decline in aging and AD-related cognitive impairment.

Design setting and participants: This prognostic study of aging and AD, a secondary data analysis of multisite cohort studies, acquired data from 9 cohorts between September 2002 and November 2022. Participants were eligible if they had diffusion-weighted magnetic resonance imaging (dMRI) data, domain-specific cognitive composite z scores, demographic and clinical data, were …

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 …

Single-Cell Proteomic Analysis Reveals Multiple Myeloma Heterogeneity And The Dynamics Of The Tumor Immune Microenvironment In Precursor And Advanced States, Mohamed Kamal, Stephanie N Shishido, Jeremy Mason, Krina Patel, Elisabet E Manasanch, Robert Z Orlowski, Peter Kuhn

Faculty, Staff and Student Publications

Multiple myeloma (MM) is an aggressive hematologic malignancy arising from plasma cell (PC) proliferation in the bone marrow, progressing from its precursor states MGUS and SMM. Despite therapeutic advances, MM remains incurable, underscoring the need for better risk stratification and early detection. Tumor heterogeneity and dynamic immune microenvironment changes drive progression, yet bulk analyses overlook rare subpopulations critical to disease evolution and resistance. This study employed multiplexed targeted proteomics to characterize bone marrow aspirates (BMA) from 22 patients to observe the change in the distribution of PCs and tumor immune microenvironment (TiME) cells across MM disease states and controls. Bone …

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. …

Optimization Of Mhealth Behavioral Interventions For Patients With Chronic Lymphocytic Leukemia: The Health4cll Study, Che Young Lee, Max J Gordon, Melissa M Markofski, Emily C Lavoy, Susan K Peterson, Liang Li, Sara Fares, Miranda Baum, Margaret Pace, Danielle Walsh, Alessandra Ferrajoli, Karen Basen-Engquist

Faculty, Staff and Student Publications

Purpose: This pilot study of a diet and physical activity intervention (HEALTH4CLL) was conducted to reduce fatigue and improve physical function (PF) in patients with chronic lymphocytic leukemia (CLL).

Methods: The HEALTH4CLL study used a randomized factorial design based on the multiphase optimization strategy (MOST). Patients received diet, exercise, and body weight management instructional materials plus a Fitbit and were randomized to undergo one of 16 combinations of 4 evidence-based mHealth intervention strategies over 16 weeks. Patients' fatigue, PF, health-related quality of life, behavior changes, and program satisfaction and retention were assessed. Paired t-tests were used to examine changes in …

Perioperative Durvalumab Plus Chemotherapy Plus New Agents For Resectable Non-Small-Cell Lung Cancer: The Platform Phase 2 Neocoast-2 Trial, Tina Cascone, Laura Bonanno, Florian Guisier, Amelia Insa, Moishe Liberman, Olivier Bylicki, Lorenzo Livi, Thomas Egenod, Romain Corre, Dong-Wan Kim, Maria Rosario Garcia Campelo, Mariano Provencio Pulla, Byoung Yong Shim, Giulio Metro, Jaafar Bennouna, Agata A Bielska, Alula R Yohannes, Yun He, Adam Dowson, Gozde Kar, Lara Mcgrath, Rakesh Kumar, Italia Grenga, Jonathan Spicer, Patrick M Forde

Faculty, Staff and Student Publications

In the phase II NeoCOAST-2 platform study, 202 patients with untreated, resectable stage IIA–IIIB non-small-cell lung cancer (NSCLC) were randomized to receive neoadjuvant durvalumab plus platinum-doublet chemotherapy with oleclumab, a CD73 inhibitor (Arm 1), or with monalizumab, a NKG2A inhibitor (Arm 2), or neoadjuvant durvalumab plus single-agent platinum chemotherapy with the TROP-2 antibody–drug conjugate (ADC) datopotamab deruxtecan (Arm 4), followed by surgical resection and adjuvant durvalumab with oleclumab or monalizumab (Arms 1 and 2) or durvalumab alone (Arm 4). Primary endpoints were pathological complete response (pCR) rate and safety; secondary endpoints included feasibility of surgery and major pathological response (mPR) …

A Phase 2 Trial Of Cpx-351 Combined With Venetoclax In Relapsed Or Refractory Acute Myeloid Leukemia, Tapan M Kadia, Wei-Ying Jen, Alex Bataller, Alexandre Bazinet, Gautam Borthakur, Elias Jabbour, Wei Qiao, Nicholas J Short, Koichi Takahashi, Ghayas C Issa, Courtney D Dinardo, Guillermo Montalban-Bravo, Naveen Pemmaraju, Andrew Tran, Vanthana Bharathi, Sanam Loghavi, Amin M Alousi, Uday Popat, Naval G Daver, Farhad Ravandi, Hagop M Kantarjian

Faculty, Staff and Student Publications

Outcomes in patients with relapsed/refractory (RR) AML are poor. We sought to investigate if CPX-531 in combination with venetoclax (CPX + VEN) was tolerable and effective in RR AML. This was a single institution phase 1b/2 trial of CPX + VEN. Patients aged ≥ 18 years with RR AML who were fit for intensive chemotherapy were eligible. Prior venetoclax exposure was allowed. The phase 1b portion followed a 3 + 3 design to identify the recommended phase 2 dose (RP2D) for the expansion cohort. At the starting dose level of −1, prolonged myelosuppression was observed, leading to dose level −2 …

Computed Tomography Radiomics-Based Cross-Sectional Detection Of Mandibular Osteoradionecrosis In Head And Neck Cancer Survivors, Serageldin Kamel, Laia Humbert-Vidan, Zaphanlene Kaffey, Sarah Mirbahaeddin, Abdulrahman Abusaif, David T A Fuentes, Kareem Wahid, Cem Dede, Mohamed A Naser, Renjie He, Ahmed W Moawad, Khaled M Elsayes, Melissa M Chen, Adegbenga O Otun, Jillian Rigert, Mark S Chambers, Andrew Hope, Erin Watson, Kristy K Brock, Katherine Hutcheson, Lisanne Van Dijk, Amy C Moreno, Stephen Y Lai, Clifton D Fuller, Abdallah S R Mohamed, Md Anderson Head And Neck Cancer Symptom Working Group

Faculty, Staff and Student Publications

Purpose: This study aims to identify radiomic features from contrast-enhanced CT (CECT) scans that differentiate osteoradionecrosis (ORN) from normal mandibular bone in head and neck cancer (HNC) patients treated with radiotherapy (RT).

Materials and methods: CECT images from 150 patients with confirmed ORN diagnosis (2008-2018) at MD Anderson Cancer Center (MDACC) were analyzed (80 % train, 20 % test). Radiomic features were extracted using PyRadiomics from manually segmented ORN regions and automated contralateral healthy mandible regions. Correlation analysis (r > 0.95) reduced features for model training. A random Forest (RF) classifier with Recursive Feature Elimination identified discriminative features. Explainability was assessed …

Characterization Of The Germline Pathogenic Mutational Landscape And Oncologic Outcomes Among 877 Patients With Invasive Lobular Carcinoma, Victoria D Huynh, Jason Mouabbi, Henry M Kuerer, Kerollos Nashat Wanis, Hiam M Abdel-Salam, Angelica M Gutierrez, Helen M Johnson, Anthony Lucci, Kelly K Hunt, Banu K Arun

Faculty, Staff and Student Publications

Purpose: There is a paucity of literature on germline pathogenic variants (gPVs) in patients with invasive lobular carcinoma (ILC). This study characterizes the landscape and compares clinicopathologic variables and treatment outcomes between those with and without gPVs.

Methods: A prospectively maintained institutional database was used to identify all patients diagnosed with nonmetastatic ILC who had germline genetic testing. Clinicopathologic characteristics and time to recurrence, contralateral cancer, and death were compared for patients with and without gPVs. Conditional hazard ratios, computed by Cox proportional hazards models, described associations between clinicopathologic factors, including gPV status, and cancer events.

Results: Of 4398 patients …

Gastrointestinal Infection Before Immune Checkpoint Inhibition Hinders Treatment Efficacy And Increases The Risk Of Colitis, Malek Shatila, Kian Abdul-Baki, Andres Urias Rivera, Kei Takigawa, Irene Jeong-Ah Lee, Andrew Sullivan, Tanvi Gupta, Linfeng Lu, Raakhi Menon, Ayesha Khan, Hamza Salim, Elliot Baerman, Carolina Colli Cruz, Cristina Natha, Varun Vemulapalli, Garrett Coleman, Krishnavathana Varatharajalu, Christopher Fan, Pablo Okhuysen, Anthony J Olszanski, Yan Zhou, Hao Chi Zhang, Mehnaz Shafi, Yinghong Wang

Faculty, Staff and Students Publications

Background: Gastrointestinal (GI) infections, which often result in or stem from intestinal dysbiosis, can affect the efficacy of immune checkpoint inhibitors (ICIs) and increase the risk of adverse effects, such as colitis. In this study, we explored the impact of GI infections before initiation of ICI therapy on the incidence and severity of immune-mediated colitis (IMC) and survival.

Methods: A single-center, retrospective review including all patients who received ICIs from January 2010 to February 2024 and subsequently developed IMC. Patients were screened for IMC and prior GI infections based on symptoms and stool tests. Patients' demographic, IMC, and GI infection-related …

Retrotransposon Methylation Profiles And Survival In Black Women With High-Grade Serous Ovarian Carcinoma, Christelle Colin-Leitzinger, Katherine A Lawson-Michod, Courtney E Johnson, Irma M Vlasac, Sean Yoder, Tania Mesa, Dana Roeber, Chad Huff, Michelle A T Hildebrandt, Kristin Haller, Anthony J Alberg, Elisa V Bandera, Melissa Bondy, Michele L Cote, Theresa Hastert, Edward S Peters, Paul D Terry, Andrew B Lawson, Andrew Berchuck, Brooke L Fridley, Jing-Yi Chern, Jennifer A Doherty, Jeffrey R Marks, Joellen M Schildkraut, Brock C Christensen, Lucas A Salas, Lauren C Peres

Faculty, Staff and Student Publications

Introduction: Retrotransposons (REs) constitute nearly half of the genome and include long terminal repeat (LTR) elements, Long INterspersed Elements (LINE), and Short INterspersed Elements (SINE). REs are typically silenced in somatic tissues via DNA methylation but can be reactivated through DNA hypomethylation, potentially impacting gene regulation. Here, we investigate genome-scale profiles of RE methylation in high-grade serous ovarian carcinoma (HGSOC) and associations with survival among Black women.

Methods: Methylation levels of LTR, LINE-1, and Alu (type of SINE) in 200 HGSOC tumors were predicted using a random forest approach and clustered using multiple consensus algorithms. Associations between RE methylation clusters …

Epigenomic Diagnosis And Prognosis Of Acute Myeloid Leukemia., Francisco Marchi, Vivek M. Shastri, Richard J. Marrero, Nam H K Nguyen, Antonella Öttl, Ann-Kathrin Schade, Marieke Landwehr, Olga Krali, Jessica Nordlund, Matin Ghavami, Fernando Sckaff, Vikash K. Mansinghka, Xueyuan Cao, William Slayton, Petr Starostik, Christopher R. Cogle, Raul C. Ribeiro, Jeffrey E. Rubnitz, Jeffery Klco, Abdelrahman Elsayed, Alan S. Gamis, Timothy J. Triche, Rhonda Ries, E Anders Kolb, Richard Aplenc, Todd Alonzo, Stanley Pounds, Soheil Meshinchi, Jatinder K. Lamba

Manuscripts, Articles, Book Chapters and Other Papers

Despite the critical role of DNA methylation, clinical implementations harnessing its promise have not been described in acute myeloid leukemia. Utilizing DNA methylation from 3314 leukemia patient samples across 11 harmonized cohorts, we describe the Acute Leukemia Methylome Atlas, which includes robust models capable of accurately predicting AML subtypes. A genome-wide prognostic model as well as a targeted panel of 38 CpGs significantly predict five-year survival in our pediatric and adult test cohorts. To accelerate rapid clinical utility, we develop a specimen-to-result protocol that uses long-read nanopore sequencing and machine learning to characterize patients' whole genomes and epigenomes. Clinical validation …

Project Evolve: An International Analysis Of Postimmunotherapy Lineage Switch, An Emergent Form Of Relapse In Leukemia, Sara K Silbert, Alexander W Rankin, Chloe N Hoang, Alexandra Semchenkova, Regina M Myers, Elena Zerkalenkova, Hao-Wei Wang, Alexandra E Kovach, Constance M Yuan, Dana Delgado Colon, Loïc Vasseur, Alex Bataller, Samuel John, Kaylyn Utley Lyons, Barbara Friedes, Anna Alonso-Saladrigues, Hisham Abdel-Azim, Estelle Balducci, Ahmed Assim Aljudi, Marie Balsat, D Nathan Biery, Aghiad Chamdin, Bill H Chang, Raymund S Cuevo, Barbara De Moerloose, David S Dickens, Ulrich Duffner, Nicolas Duployez, Firas El Chaer, Michelle Ann Elliott, Gabriele Escherich, Sneha Fernandes, Mandi R Fitzjohn, Zhubin Gahvari, Stephan A Grupp, Rui Rochelle He, Cynthia Harrison, Christopher B Hergott, Emily M Hsieh, Annette S Kim, Dennis J Kuo, Daniel P Larson, Benjamin J Lee, Thibaut Leguay, R Coleman Lindsley, Abhishek A Mangaonkar, Kerstin Mezger, Holly L Pacenta, Jing Pan, Marlie Provost, Latika Puri, Sunil S Raikar, Armando Martinez, Isabella Bristol, Kyle Murphy, Lauren Reiman, Michele Redell, Kelly Reed, Gabrielle Roth-Guepin, Jeremy Rubinstein, Süreyya Savaşan, Kristian Schafernak, Alexandra Stevens, Aimee Talleur, Naomi Torres Carapia, Jacques Vargaftig, Anant Vatsayan, Matthias Wölfl, Liping Zhao, Susana Rives, Vanessa A Fabrizio, Koji Sasaki, Ibrahim Aldoss, Nicolas Boissel, Susan R Rheingold, Kara L Davis, Sara Ghorashian, Elad Jacoby, Alexander Popov, Adam J Lamble, Nirali N Shah

Faculty, Staff and Students Publications

Lineage switch (LS), defined as the immunophenotypic transformation of acute leukemia, has emerged as a mechanism of relapse after antigen-targeted immunotherapy, which is associated with dismal outcomes. Through an international collaborative effort, we identified cases of LS after a host of antigen-targeted therapies (eg, CD19, CD22, CD38, and CD7), described how LS was diagnosed, reviewed treatment approaches, and analyzed overall outcomes for this form of postimmunotherapy relapse. Collectively, 75 cases of LS were evaluated, including 53 (70.7%) cases of B-cell acute lymphoblastic leukemia (B-ALL) transforming to acute myeloid leukemia (AML), 17 (22.7%) cases of B-ALL transforming to mixed phenotypic acute …

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 …

Machine-Learning Driven Strategies For Adapting Immunotherapy In Metastatic Nsclc, Maliazurina B Saad, Qasem Al-Tashi, Lingzhi Hong, Vivek Verma, Wentao Li, Daniel Boiarsky, Shenduo Li, Milena Petranovic, Carol C Wu, Brett W Carter, Girish S Shroff, Tina Cascone, Xiuning Le, Yasir Y Elamin, Mehmet Altan, Simon Heeke, Ajay Sheshadri, Joe Y Chang, Percy P Lee, Zhongxing Liao, Don L Gibbons, Ara A Vaporciyan, J Jack Lee, Ignacio I Wistuba, Cara Haymaker, Seyedali Mirjalili, David Jaffray, Justin F Gainor, Yanyan Lou, Alessandro Di Federico, Federica Pecci, Mark Awad, Biagio Ricciuti, John V Heymach, Natalie I Vokes, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICIs), either as monotherapy (ICI-Mono) or combined with chemotherapy (ICI-Chemo), improves survival in advanced non-small cell lung cancer (NSCLC). However, prospective guidance for choosing between these options remains limited, and single-feature biomarkers like PD-L1 prove inadequate. We develop a machine learning model using clinicogenomic data from four cohorts (MD Anderson n = 750; Mayo Clinic n = 80; Dana-Farber n = 1077; Stand Up To Cancer n = 393) to predict individual benefit from adding chemotherapy. Benefit scores are calculated using five distinct functions derived from 28 genomic and 6 clinical features. Our integrated model, A-STEP (Attention-based …

Effects Of Oxygen Manipulation On Myofibroblast Phenotypic Transformation In Patients With Radiation-Induced Fibrosis, Eric Mastrolonardo, Sarah Sussman, Bo Yun, Victor Jegede, Dev Amin, Joel Rosenbloom, Andrew P. South, Voichita Bar-Ad, Peter J Wermuth, Adam J. Luginbuhl

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

We tested if hyperoxic conditions can reduce the proportion of active myofibroblasts, which are assumed to be a major driver of head and neck radiation-induced fibrosis, as measured by expression levels of pro-fibrotic genes. Radiated, non-cancerous soft tissue from the head and neck and skin/soft tissue from non-radiated flap donor site were collected from each patient. Myofibroblast density was quantified using immunofluorescence staining with α-SMA and DAPI and visualisation under confocal microscopy and compared between baseline non-radiated and radiated tissue from the same patient. From each tissue specimen, fibroblast cell lines were cultured and exposed to either normoxic, hypoxic, or …

Effects Of Long Covid On Healthcare Utilization, Michael Gottlieb, Erica S. Spatz, Huihui Yu, Imtiaz Ebna Mannan, Michelle Santangelo, Caitlin Malicki, Nicole L. Gentile, Rachel E. Geyer, Alex Charlton, Jonathan W. Dyal, Joann G. Elmore, Kristyn Gatling, Mandy J. Hill, Juan Carlos C. Montoy, Kelli N. O'Laughlin, Kristin L. Rising, Sharon Saydah, Kari A. Stephens, Ralph C. Wang, Lauren E. Wisk, Arjun K. Venkatesh, Robert A. Weinstein

Jefferson Center for Connected Care Faculty Papers

BACKGROUND: While most research on Long COVID (LC) has focused on symptoms and quality of life, there remains a critical need to better understand the effect of LC on resource utilization. This study sought to determine the type and amount of healthcare utilization among participants with versus without LC.

METHODS: This was a secondary analysis of a prospective, longitudinal, multicenter U.S. study of adult participants with symptomatic COVID-19, confirmed with testing, who completed 3-month post-infection surveys and had electronic health record data for at least 180 days pre- and post-index testing. We excluded participants with any COVID-19 infections within the …

One-Year Clinical Outcomes In Patients With Acute Coronary Syndrome Treated With Clopidogrel Versus Prasugrel Versus Ticagrelor: Results Of The Polish Registry Of Acute Coronary Syndromes (Pl-Acs), Julia M. Umińska, Michał Skrzypek, Małgorzata Ostrowska, Piotr Adamski, Aldona Kubica, Piotr Niezgoda, Robert Gajda, Marek Gierlotka, Bartosz Hudzik, Wiktor Kuliczkowski, Diana A. Gorog, Paul A. Gurbel, Jolanta Siller-Matula, Łukasz Szarpak, Michael Savage, Grzegorz Skonieczny, Udaya Tantry, Przemysław Trzeciak, Eliano P. Navarese, Jacek Kubica, Mariusz Gąsior

Division of Cardiology Faculty Papers

BACKGROUND: Efficient dual antiplatelet therapy is crucial in reducing adverse cardiovascular events in patients with acute coronary syndrome (ACS). Comparative effectiveness between clopidogrel, prasugrel, and ticagrelor remains unclear in real-world settings.

AIMS: The objective was to evaluate one-year clinical outcomes in ACS patients treated with clopidogrel, prasugrel, or ticagrelor using data from the Polish Registry of Acute Coronary Syndromes (PL-ACS).

MATERIAL AND METHODS: This retrospective cohort study analyzed 381 278 ACS patients from the PL-ACS registry from 2009 to 2022, who were treated with clopidogrel, prasugrel, or ticagrelor during hospitalization with a 12-month consistent regimen. The primary outcome was one-year …

Clinicopathologic Risk Factors For Post-Operative Complications After Enucleation Of Pancreatic Neoplasms, Isheeta Madeka, Steven Yi, Julia S. Evans, David Baek, Haresh V. Naringrekar, Harish Lavu, Charles J. Yeo, Avinoam Nevler, Wilbur B. Bowne

Kimmel Cancer Center Faculty Papers

BACKGROUND: Pancreatic enucleation is a parenchymal-sparing procedure used for highly select patients with pancreatic neoplasms. We aim to utilize a multi-institutional health research network platform (TriNetX) and a single, high-volume center to assess complications and identify risk factors associated with post-operative pancreatic fistulas (POPF) after pancreatic enucleation.

METHODS: A two-tiered retrospective study was conducted. We identified 423 patients from TriNetX, and 34 patients from a single-institution IRB-approved database who underwent pancreatic enucleation between 2004-2025 and 2012-2023, respectively. Univariate and multivariate analyses were performed to determine risk factors associated with post-operative complications and occurrence of POPFs.

RESULTS: In the TriNetX cohort, …

A Whole-Brain Voxel-Based Analysis Of Structural Abnormalities In Ptsd: An Enigma-Pgc Study, Cheryl R Z See, Shuqing Si, C Lexi Baird, Courtney C Haswell, Ahmed Hussain, Miranda Olff, Dick J Veltman, Jessie L Frijling, Mirjam Van Zuiden, Saskia B J Koch, Laura Nawijn, Li Wang, Ye Zhu, Gen Li, Yuval Neria, Xi Zhu, Benjamin Suarez-Jimenez, Sigal Zilcha-Mano, Amit Lazarov, Jennifer S Stevens, Kerry Ressler, Negar Fani, Tanja Jovanovic, Sanne J H Van Rooij, Milissa L Kaufman, Lauren A M Lebois, Isabelle M Rosso, Elizabeth A Olson, Justin T Baker, Scott R Sponheim, Seth G Disner, Nicholas D Davenport, Amit Etkin, Adi Maron-Katz, Murray B Stein, Martha E Shenton, Dan J Stein, Jonathan Ipser, Sheri-Michelle Koopowitz, Soraya Seedat, Stefan Du Plessis, Leigh L Van Den Heuvel, Shmuel Lissek, Hannah Berg, Thomas Straube, David Hofman, Lee A Baugh, Gina L Forster, Raluca M Simons, Jeffrey S Simons, Vincent A Magnotta, Kelene A Fercho, Xin Wang, Andrew S Cotton, Erin N O'Leary, Hong Xie, Daniel W Grupe, Jack B Nitschke, Richard J Davidson, Christine L Larson, Terri A Deroon-Cassini, Carissa W Tomas, Jacklynn M Fitzgerald, Jennifer Urbano Blackford, Bunmi O Olatunji, Evan M Gordon, Geoffrey May, Steven M Nelson, Ruth Lanius, Jean Théberge, Maria Densmore, Richard W J Neufeld, Chadi G Abdallah, Christopher L Averill, Ilan Harpaz-Rotem, Ifat Levy, John H Krystal, Elbert Geuze, Remko Van Lutterveld, Emily L Dennis, David F Tate, David X Cifu, William C Walker, Elisabeth A Wilde, Nic J A Van Der Wee, Robert R J M Vermeiren, Steven J A Van Der Werff, Katie Mclaughlin, Kelly Sambrook, Matthew Peverill, Joaquim Radua, Lauren E Salminen, Neda Jahanshad, Sophia I Thomopoulos, Anthony James, Lucia Valmaggia, Paul M Thompson, Rajendra A Morey, Matthew J Kempton

Faculty, Staff and Students Publications

Background: Patients with posttraumatic stress disorder (PTSD) exhibit smaller regional brain volumes in commonly reported regions including the amygdala and hippocampus, regions associated with fear and memory processing. In the current study, we have conducted a voxel-based morphometry (VBM) meta-analysis using whole-brain statistical maps with neuroimaging data from the ENIGMA-PGC PTSD working group.

Methods: T1-weighted structural neuroimaging scans from 36 cohorts (PTSD n = 1309; controls n = 2198) were processed using a standardized VBM pipeline (ENIGMA-VBM tool). We meta-analyzed the resulting statistical maps for voxel-wise differences in gray matter (GM) and white matter (WM) volumes between PTSD patients and …

Participant Engagement In A National Longitudinal Study Of Covid-19: Insights From The Inspire Study, Kris Pui Kwan Ma, Tracy Stober, Michael Gottlieb, Rachel E. Geyer, Kristin L. Rising, Sharon Saydah, Michelle Santangelo, Kristyn Gatling, Dylan Grau, Ralph C. Wang, Juan Carlos Montoy, Ahamed Idris, Samuel Macdonald, Mandy J. Hill, Ryan Huebinger, Maria G. Prado, Nicole L. Gentile, Erica Spatz, Caitlin Maliki, Jocelyn Dorney, Joann G. Elmore, Michelle L'Hommedieu, Robert A Weinstein, Arjun K. Venkatesh, Kari A. Stephens

Department of Emergency Medicine Faculty Papers

OBJECTIVE: To examine participants' motivations and their experiences throughout a decentralized, longitudinal COVID-19 study in the U.S.

METHODS: We recruited 355 participants from the Innovative Support for Patients with SARS-CoV-2 Infections Registry (INSPIRE) between November 2022 - March 2023 to answer five qualitative survey questions anonymously. We used an inductive content analysis approach to analyze the data.

RESULTS: We identified five key themes from the analysis, which reflected participants' a) motivations to join the study, b) study benefits, c) perceptions of survey questions, d) experiences with the research process, and e) preferences for disseminating research findings. Participants were motivated to …

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 …

Longitudinal Analysis Of Gut Microbiome And Metabolome Correlates Of Response And Toxicity With Idecabtagene Vicleucel, Satabdi Saha, Lubna Rehman, Abdur Rehman, Faezeh Darbaniyan, Donna M Weber, Melody Becnel, Mahmoud Gaballa, Sheeba K Thomas, Hans C Lee, Chia-Chi Chang, Reetakshi Arora, Meghan Menges, Salvatore Corallo, Marco L Davila, Frederick L Locke, Mark R Tanner, Sattva S Neelapu, Elizabeth J Shpall, Christopher R Flowers, Robert Z Orlowski, Robert R Jenq, Michael D Jain, Christine Peterson, Doris K Hansen, Neeraj Y Saini, Krina K Patel

Faculty, Staff and Student Publications

Increasing evidence suggests that the gut microbiome may influence the responses and toxicities associated with chimeric antigen receptor T-cell (CAR-T) therapy. We conducted whole-genome shotgun sequencing on stool samples (N = 117) collected at various times from patients with multiple myeloma (n = 33) who underwent idecabtagene vicleucel (ide-cel) anti-B-cell maturation antigen CAR-T therapy. We observed a significant decrease in bacterial diversity after ide-cel infusion, along with significant differences in the bacterial composition linked to therapy response and toxicities. Specifically, we found significant enrichment of Flavonifractor plautii, Bacteroides thetaiotaomicron, Blautia fecis, and Dysosmobacter species in ide-cel responders. A notable finding …

Belumosudil Reduces Oral Chronic Graft-Versus-Host Disease Tissue Inflammation And Fibrosis: A Rockstar Companion Study, Rubina Sharma, Noa G Holtzman, Iskra Pusic, Corey Cutler, Nathaniel Treister, Rohtesh S Mehta, Amin S Alousi, Nadarajah Vigneswaran, Ayesha Javaid, Francis Boksa, Drashty P Mody, Ana C Costa-Da-Silva, Olivier Schueller, Sandrine Macé, Yu Yao, Ran Ji, Beifang Hu, Kathy Marshall, Bruce R Blazar, Stephanie J Lee, Steven Z Pavletic, Jacqueline W Mays

Faculty, Staff and Student Publications

Belumosudil (KD025), an oral, selective, Rho-associated, coiled-coil-containing protein kinase 2 (ROCK2) inhibitor, is approved for third-line treatment of chronic graft-versus-host disease (cGVHD). Previous studies demonstrated that ROCK2 inhibition reduces blood interleukin-17 (IL-17) activity and promotes regulatory T-cell (Treg cell) recovery. However, these studies did not evaluate immune responses within cGVHD-affected tissues. This study assessed tissue-level immune dynamics in 20 patients with oral cGVHD from the phase 2 ROCKstar trial, before and after 6 months of belumosudil treatment, focusing on key effector sites (oral mucosa [OM], minor salivary glands [MSGs], and skin) and the peripheral blood. After belumosudil treatment, reduction in …

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 …