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Utility Of Right Ventricular Mass Ratios In Recipients With Pulmonary Hypertension: A United Network For Organ-Sharing Database Analysis, Matthew P. Weber, Danial Ahmad, Howard J. Eisen, Eugene Storozynsky, René J. Alvarez, J. Eduardo Rame, Keshava Rajagopal, John W. Entwistle, Charles Hoopes, Vakhtang Tchantchaleishvili Apr 2026

Utility Of Right Ventricular Mass Ratios In Recipients With Pulmonary Hypertension: A United Network For Organ-Sharing Database Analysis, Matthew P. Weber, Danial Ahmad, Howard J. Eisen, Eugene Storozynsky, René J. Alvarez, J. Eduardo Rame, Keshava Rajagopal, John W. Entwistle, Charles Hoopes, Vakhtang Tchantchaleishvili

Division of Cardiology Faculty Papers

PURPOSE: There is a lack of data reviewing the role of predicted cardiac mass ratio (PCMR) in transplant recipients with pulmonary hypertension (PH). In particular, the right ventricular (RV) mass ratio (RVMR) is a component of PCMR not yet studied separately for this purpose. We aimed to review the relationship of PCMR and RVMR with PH in terms of post-transplant overall survival.

METHODS: The United Network for Organ-Sharing (UNOS) database was queried for primary heart transplant (HTx) patients from 2004 to 2023. Predicted RVMR was calculated for donors and recipients. A parsimonious multivariable model Cox model was formed for risk …


Epigenome-Wide Association Study Of Blood Proteome In The Atherosclerosis Risk In Communities Study, Yang Li, Aditya Surapaneni, Zulema Rodriguez-Hernandez, Pascal Schlosser, Eugene P Rhee, Eric Boerwinkle, Bing Yu, Megan L Grove, Kelly V Ruggles, Josef Coresh, Morgan Grams Apr 2026

Epigenome-Wide Association Study Of Blood Proteome In The Atherosclerosis Risk In Communities Study, Yang Li, Aditya Surapaneni, Zulema Rodriguez-Hernandez, Pascal Schlosser, Eugene P Rhee, Eric Boerwinkle, Bing Yu, Megan L Grove, Kelly V Ruggles, Josef Coresh, Morgan Grams

Faculty, Staff and Student Publications

Characterizing the relationship between DNA methylation and circulating proteins is critical to understanding the epigenetic regulation of the human plasma proteome. Here, we performed an epigenome-wide association study of 5,032 circulating proteins in 1,449 White and 315 Black participants from the Atherosclerosis Risk in Communities cohort. We identified 12,500 significant protein quantitative trait methylation (pQTM)-protein associations involving 1,647 proteins. Among 7,796 unique pQTMs, 14.7% were classified as cis-pQTMs, which were enriched for fundamental cellular processes, whereas trans-pQTMs were predominantly linked to immune-related functions. Trans-pQTMs also exhibited stronger associations with demographic, lifestyle, and clinical traits as compared with cis-pQTMs. We identified …


An Innovative Curriculum To Empower Trainees And Faculty To Address Patient-Initiated Identity-Based Misconduct In The Clinical Learning Environment, Nkanyezi Ferguson, Lauren E. Hock, Patrick Barlow, Aisha S. Jamison, Marcy E. Rosenbaum, Nicole Del Castillo Apr 2026

An Innovative Curriculum To Empower Trainees And Faculty To Address Patient-Initiated Identity-Based Misconduct In The Clinical Learning Environment, Nkanyezi Ferguson, Lauren E. Hock, Patrick Barlow, Aisha S. Jamison, Marcy E. Rosenbaum, Nicole Del Castillo

Department of Medicine Faculty Papers

Introduction: Training residents and attending physicians on effective communication strategies to manage biased patient and visitor comments is lacking. The I-RESPOND toolkit curriculum provides strategies for addressing identity-based misconduct in the clinical setting. Methods: Resident physicians and faculty in 12 departments at a single academic center participated in the workshop between June 2021 and February 2022. The workshop consisted of interactive didactics, an introduction to the I-RESPOND toolkit, and opportunities to practice communication strategies with formative feedback. Retrospective pre/postworkshop survey instruments and a follow-up survey were used to evaluate the workshop and subsequent experiences. Results: Sixty-six (32%) of 204 participants …


Contributing Factors Of Contralateral Breast Cancer In Patients With Brca Mutation (On-Brca Ii Study, Korea-Bsg 11), Seon-Hi Shin, Sung Gwe Ahn, Jai Min Ryu, Sae Byul Lee, Hyung Seok Park, Eun-Shin Lee, Janghee Lee, Byeongju Kang, Sanghwa Kim, Eun Young Kim, Young-Joon Kang, Sun Young Min, Moohyun Lee, Se-Kang Kim, Hong-Kyu Kim, Chihwan David Cha Apr 2026

Contributing Factors Of Contralateral Breast Cancer In Patients With Brca Mutation (On-Brca Ii Study, Korea-Bsg 11), Seon-Hi Shin, Sung Gwe Ahn, Jai Min Ryu, Sae Byul Lee, Hyung Seok Park, Eun-Shin Lee, Janghee Lee, Byeongju Kang, Sanghwa Kim, Eun Young Kim, Young-Joon Kang, Sun Young Min, Moohyun Lee, Se-Kang Kim, Hong-Kyu Kim, Chihwan David Cha

Faculty, Staff and Students Publications

Background: The cumulative risk of contralateral breast cancer (CBC) in BRCA1/2 carriers is remarkably higher than in non-carriers. This study aimed to investigate the clinicopathological predictors associated with the risk of metachronous CBC among breast cancer patients with BRCA1/2 mutations using correspondence analysis.

Methods: This retrospective study included patients who underwent BRCA testing between January 2008 and December 2018. The inclusion criterion was patients being between 20 and 80-years-old with invasive breast cancer (pT1-3, N0-3). We performed univariate and multivariate survival analyses to assess the risks associated with BRCA mutations, and conducted correspondence analysis to identify contributing factors for CBC …


Co-Occurrence Of Transcriptionally Distinct Persister Cell States Underpins Neoadjuvant Therapy Resistance In Triple-Negative Breast Cancer, Yu Zhang, Fatemeh Ahmadi Moughari, Ioanna Mavrommati, Nora J Doleschall, Kate Moore, Gareth Muirhead, Ram Rajaram Srinivasan, Ping Gong, Jonathan T Lei, Amy Fleming, Hwei Minn Khoo, Naomi Guppy, Gabrielle Elshtein, Mohammed Inayatullah, Vijay K Tiwari, Lacey E Dobrolecki, Michael T Lewis, Syed Haider, Rachael Natrajan Apr 2026

Co-Occurrence Of Transcriptionally Distinct Persister Cell States Underpins Neoadjuvant Therapy Resistance In Triple-Negative Breast Cancer, Yu Zhang, Fatemeh Ahmadi Moughari, Ioanna Mavrommati, Nora J Doleschall, Kate Moore, Gareth Muirhead, Ram Rajaram Srinivasan, Ping Gong, Jonathan T Lei, Amy Fleming, Hwei Minn Khoo, Naomi Guppy, Gabrielle Elshtein, Mohammed Inayatullah, Vijay K Tiwari, Lacey E Dobrolecki, Michael T Lewis, Syed Haider, Rachael Natrajan

Faculty, Staff and Students Publications

Background

Although the addition of neoadjuvant immune checkpoint blockade to chemotherapy has improved patient outcome in early triple‑negative breast cancer (TNBC), some patients continue to have poor disease outcomes.

Methods

To characterise neoadjuvant chemotherapy (NAC) resistant cell populations that persist post-NAC, we created a high-resolution single-cell atlas of 129,433 cells from fourteen TNBC patient-derived xenograft (PDX) models with residual disease post-NAC. We identified transcriptionally distinct cancer subpopulations or cell states using unsupervised clustering and characterised‑ their regulatory network as well as clinical associations with treatment response, metastatic progression and survival. Findings were validated using multiple independent TNBC cohorts.

Results

Four …


Bi-Allelic Variants In Ap5z1 And Ap5b1 Lead To Retinal Degeneration, Hafiz Muhammad Jafar Hussain, Meng Wang, Paul Yang, Behnoosh Tasharrofi, Yumei Li, Rebecca Lynn Clark, Emma Fale-Olsen, Grace Waldow, Mohammad Keramatipour, Mostafa Asadollahi, Mark E Pennesi, Rui Chen Apr 2026

Bi-Allelic Variants In Ap5z1 And Ap5b1 Lead To Retinal Degeneration, Hafiz Muhammad Jafar Hussain, Meng Wang, Paul Yang, Behnoosh Tasharrofi, Yumei Li, Rebecca Lynn Clark, Emma Fale-Olsen, Grace Waldow, Mohammad Keramatipour, Mostafa Asadollahi, Mark E Pennesi, Rui Chen

Faculty, Staff and Students Publications

Inherited retinal diseases (IRDs) comprise a diverse group of disorders that frequently lead to progressive vision impairment and blindness. Despite advances in genetic testing, a significant number of IRD cases remain genetically unsolved, often due to unidentified disease-associated genes or variants. This study reports additional cases for the newly discovered IRD genes of the AP-5 complex. A comprehensive ophthalmological evaluation was performed for all patients, including retinal imaging (multimodal imaging), visual field testing, and electroretinogram (ERG) testing. Whole-genome and -exome sequencing (WGS and WES) were performed for clinically unsolved IRD patients, and data were analyzed to identify underlying causal variants. …


Cerebellar Oligodendrocytic Α-Synuclein Pathology And Dentate Nucleus Neuronal Hypertrophy In Parkinson’S Disease, Diego Iacono, Hui Peng, John Paul Bouffard, Roger Kurlan Apr 2026

Cerebellar Oligodendrocytic Α-Synuclein Pathology And Dentate Nucleus Neuronal Hypertrophy In Parkinson’S Disease, Diego Iacono, Hui Peng, John Paul Bouffard, Roger Kurlan

Department of Neurology Faculty Papers

Idiopathic Parkinson's disease (iPD) research has historically prioritized basal ganglia dysfunction and neuronal Lewy body pathology, often overlooking cerebellar and non-neuronal cells contributions. This study investigates cerebellar neuropathology in iPD, specifically focusing on neuronal and non-neuronal cells of the dentate nucleus (DN) and its adjacent white matter (DN-WM). We systematically assessed autopsy-confirmed iPD brains vs. age-matched controls using immunohistochemistry and stereology-based morphometry methods. The study evaluated α-synuclein pathology, other common age-related co-occurring pathologies (β-amyloid, Tau, neuroinflammation), myelin integrity (Luxol-Fast-Blue), and neuronal volumetric changes in the DN of the cerebellum. In iPD brains, we identified intracytoplasmic α-synuclein inclusions within oligodendrocytes across …


Multi-Trait Polygenic Scores For Copd And Copd Exacerbations Implicate Druggable Proteins, Chengyue Zhang, Iain R Konigsberg, Yixuan He, Jingzhou Zhang, Tinashe Chikowore, William B Feldman, Xiaowei Hu, Yi Ding, Bogdan Pasaniuc, Diana Chang, Qingwen Chen, Jessica A Lasky-Su, Julian Hecker, Martin D Tobin, Jing Chen, Sean Kalra, Katherine A Pratte, Hae Kyung Im, Emily S Wan, Ani Manichaikul, Edwin K Silverman, Russell P Bowler, Leslie A Lange, Victor E Ortega, Alicia R Martin, Michael H Cho, Matthew R Moll Apr 2026

Multi-Trait Polygenic Scores For Copd And Copd Exacerbations Implicate Druggable Proteins, Chengyue Zhang, Iain R Konigsberg, Yixuan He, Jingzhou Zhang, Tinashe Chikowore, William B Feldman, Xiaowei Hu, Yi Ding, Bogdan Pasaniuc, Diana Chang, Qingwen Chen, Jessica A Lasky-Su, Julian Hecker, Martin D Tobin, Jing Chen, Sean Kalra, Katherine A Pratte, Hae Kyung Im, Emily S Wan, Ani Manichaikul, Edwin K Silverman, Russell P Bowler, Leslie A Lange, Victor E Ortega, Alicia R Martin, Michael H Cho, Matthew R Moll

Faculty, Staff and Student Publications

BACKGROUND

We constructed multi-trait polygenic risk scores (PRSs) predicting chronic obstructive pulmonary disease (COPD) and exacerbations, validated their performance in diverse cohorts, and identified PRS-related proteins for potential therapeutic targeting.

METHODS

PRSmix+, a multi-trait PRS framework, is used to train a composite PRS (PRSmulti) in COPDGene non-Hispanic White participants (n = 6,647). Associations of PRSmulti with COPD status (GOLD 2–4 vs. GOLD 0 or ICD) and exacerbation frequency were tested in COPDGene African American (n = 2,466), ECLIPSE (n = 1,858), Mass General Brigham Biobank (n = 15,152), and All of Us (n = 118,566). …


The Effects Of Orexin Receptor Antagonism During Early Withdrawal In Stimulant Use Disorder: Protocol For A Proof-Of-Concept Study, Heather Webber, Nikky Tran, Rita Blake, Sarah Goldman, Trevor George, Bill Bailey, Robert Suchting, Jin Yoon, Jessica Vincent, Michael Weaver, Joy Schmitz, Scott Lane Apr 2026

The Effects Of Orexin Receptor Antagonism During Early Withdrawal In Stimulant Use Disorder: Protocol For A Proof-Of-Concept Study, Heather Webber, Nikky Tran, Rita Blake, Sarah Goldman, Trevor George, Bill Bailey, Robert Suchting, Jin Yoon, Jessica Vincent, Michael Weaver, Joy Schmitz, Scott Lane

Faculty, Staff and Student Publications

Background: Stimulant use disorders (StimUDs), including cocaine and methamphetamine use disorders, remain a major public health concern in the United States with no US Food and Drug Administration (FDA)-approved pharmacological treatments. The early recovery period following stimulant use is marked by sleep disturbances, heightened stress reactivity, and dysregulated reward processing, contributing to high rates of resumption of use. Evidence from animal and human studies supports the orexin neuropeptide system as a promising therapeutic target for minimizing these disruptive mechanisms. Suvorexant, an FDA-approved dual orexin receptor antagonist for insomnia, has previously been shown to improve sleep, reduce stress, and attenuate craving …


Contraception In The Ed: Understanding Education And Opportunities For Clinicians To Advise Patients, Hannah B. Lewis, Teagan R. Mccarthy, Dara Kass, Jennifer L. Kahoud Apr 2026

Contraception In The Ed: Understanding Education And Opportunities For Clinicians To Advise Patients, Hannah B. Lewis, Teagan R. Mccarthy, Dara Kass, Jennifer L. Kahoud

Department of Emergency Medicine Faculty Papers

Introduction: The United States faces a high rate of unwanted pregnancies. Despite this, many people continue to face barriers to accessing contraception. The emergency department (ED) can help bridge these gaps, but emergency clinicians must first feel comfortable offering contraceptive services. In this study, we sought to determine emergency clinician comfort in prescribing contraceptives and educating patients on their use. We also gauged clinician interest in receiving education specifically geared toward contraceptive care.

Methods: We conducted an online survey of ED residents, attendings, and advanced practice clinicians at Thomas Jefferson Univerity Hospital and affiliates in both the urban and suburban …


Overlapping Mhc Class I/Ii Epitopes Program Cdc1-Like Differentiation Of Monocyte-Derived Dendritic Cells Via Mtorc1 Signaling Inhibition, S B Amanya, A Murthy, N Bisht, Z N Bullock, K J Ernste, J Vasquez-Perez, W Liu, A Trivedi, D Oyewole-Said, A Paul, L Umokoro, V Akhanov, M Samuel, Z Shi, M H Nguyen, S Huang, M Jeong, P Iakova, K A Jain, K Pham, D C Kraushaar, V Konduri, W K Decker Apr 2026

Overlapping Mhc Class I/Ii Epitopes Program Cdc1-Like Differentiation Of Monocyte-Derived Dendritic Cells Via Mtorc1 Signaling Inhibition, S B Amanya, A Murthy, N Bisht, Z N Bullock, K J Ernste, J Vasquez-Perez, W Liu, A Trivedi, D Oyewole-Said, A Paul, L Umokoro, V Akhanov, M Samuel, Z Shi, M H Nguyen, S Huang, M Jeong, P Iakova, K A Jain, K Pham, D C Kraushaar, V Konduri, W K Decker

Faculty, Staff and Students Publications

Viral infection polarizes monocyte-derived dendritic cells (moDC) to initiate type 1 immunity. The availability of overlapping (homologous) MHC class I and II epitopes, an occurrence frequently and primarily associated with intracellular infection, significantly enhances this process; however, the underlying mechanism(s) are unclear. We demonstrate that moDC loaded with homologous MHC epitopes acquire a cDC1-like phenotype in a process governed by mTORC1. mTORC1 pathway inhibition leads to NF-κB-mediated expression of IL-12 and other type I immune polarizing genes. The observed cDC1-like gene signature was also significantly enhanced in clinical moDC vaccine products made through methodologies that enforced class I and II …


Versatile Smad2 And Smad3 Epitope-Tagged Mouse Models For Genomic Profiling Of Tgfβ Signaling: Uncovering Gdf9-Smad2/3 Targets, Zian Liao, Qian Zhang, Keisuke Shimada, Kaori Nozawa, Suni Tang, Masahito Ikawa, Diana Monsivais, Martin M Matzuk Apr 2026

Versatile Smad2 And Smad3 Epitope-Tagged Mouse Models For Genomic Profiling Of Tgfβ Signaling: Uncovering Gdf9-Smad2/3 Targets, Zian Liao, Qian Zhang, Keisuke Shimada, Kaori Nozawa, Suni Tang, Masahito Ikawa, Diana Monsivais, Martin M Matzuk

Faculty, Staff and Students Publications

Transforming growth factor β (TGFβ) signaling pathways are integral for a plethora of biological processes. SMAD2 and SMAD3 are the principal transcriptional effectors of TGFβ superfamily ligands, yet quantitative, genome-wide mapping of their DNA-associated complexes under physiological contexts has remained limited due to the lack of specific, robust models. Here, we generated two versatile epitope-tagged mouse models in which endogenous SMAD2 and SMAD3 proteins are globally tagged with hemagglutinin (HA) and podoplanin (PA) sequences, respectively, enabling high-fidelity profiling of SMAD2 and SMAD3 binding across tissues. To demonstrate the broad application of our models, we exemplified the usage of our lines …


Relative Impact Of Multidomain Lifestyle Interventions On Deficit Accumulation Frailty Over 24 Months In The U.S. Pointer Trial, Mark A Espeland, Kayloni Olson, Christy C Tangney, Darren R Gitelman, Maryjo Cleveland, Amber A Thro, Yitbarek N Demesie, Heather M Snyder, Rachel A Whitmer, Pankaja Desai, Rifat Alam, Lucia Crivelli, Thomas M Holland, Olivia Preissle, Rema Raman, Michele K York, Laura D Baker Apr 2026

Relative Impact Of Multidomain Lifestyle Interventions On Deficit Accumulation Frailty Over 24 Months In The U.S. Pointer Trial, Mark A Espeland, Kayloni Olson, Christy C Tangney, Darren R Gitelman, Maryjo Cleveland, Amber A Thro, Yitbarek N Demesie, Heather M Snyder, Rachel A Whitmer, Pankaja Desai, Rifat Alam, Lucia Crivelli, Thomas M Holland, Olivia Preissle, Rema Raman, Michele K York, Laura D Baker

Faculty, Staff and Students Publications

Background: Multidomain lifestyle interventions hold promise as approaches to slow aging. Deficit accumulation frailty indices (FIs) are increasingly used to capture aging processes. Frailty is highly associated with increased mortality and chronic disease risk, but the degree to which multidomain lifestyle changes impact frailty is not clear.

Methods: The U.S. Study to Protect Brain Health through Lifestyle Intervention to Reduce Risk (U.S. POINTER) was a 2-year randomized clinical trial to compare two multidomain lifestyle interventions designed to increase exercise, improve diet, and promote social and cognitive stimulating activities and health monitoring. The Structured intervention incorporated greater structure, intensity, and accountability …


The Ki-67 Proliferation Index And Recurrence Risk Of Intracranial Meningioma: A Multicenter, Retrospective Cohort Study Of 5,050 Patients, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Anders Broechner, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Daniel W Kim, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Pedro Góes, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen Apr 2026

The Ki-67 Proliferation Index And Recurrence Risk Of Intracranial Meningioma: A Multicenter, Retrospective Cohort Study Of 5,050 Patients, Christian Mirian, Lasse Rehné Jensen, Tareq A Juratli, Andrea Daniela Maier, Anders Broechner, Sverre H Torp, Helen A Shih, Ramin A Morshed, Jacob S Young, Stephen T Magill, Luca Bertero, Walter Stummer, Dorothee Cäcilia Spille, Benjamin Brokinkel, Soichi Oya, Satoru Miyawaki, Nobuhito Saito, Martin Proescholdt, Yasuhiro Kuroi, Konstantinos Gousias, Matthias Simon, Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C Prabhu, John T Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Daniel W Kim, Matthew Koshy, Karthikeyan Perumal, Mustafa K Baskaya, Donald M Cannon, Dennis C Shrieve, Chang-Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y Eyüpoglu, Tony Catalan, Austin Lui, Philip V Theodosopoulos, Michael W Mcdermott, Fang Wang, Pedro Góes, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie-Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J Patel, Tiemo J Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen

Faculty, Staff and Students Publications

Purpose: The Ki-67 proliferation index (Ki-67 PI) has been associated with meningioma recurrence, yet its clinical utility remains debated. Whether Ki-67 PI provides prognostic information across subgroups defined by both WHO grade and extent of resection remains to be investigated.

Methods: We analyzed 5,050 patients with intracranial meningiomas from the international PERNS cohort (42 centers, diagnosed between 1989-2019) who underwent surgical resection without postoperative radiotherapy. Ki-67 PI prognostic accuracy was assessed up to 10 years postoperatively by using ROC analyses and estimating its association with the risk of recurrence.

Results: Results demonstrated that the prognostic value of Ki-67 PI differed …


Untangling Impacts Of Socioeconomic Position, Chronic Disease, And Low-Level Pm2.5 Exposure On Mortality Among Native American Medicare Beneficiaries, Judy Wendt Hess, Wenyaw Chan Apr 2026

Untangling Impacts Of Socioeconomic Position, Chronic Disease, And Low-Level Pm2.5 Exposure On Mortality Among Native American Medicare Beneficiaries, Judy Wendt Hess, Wenyaw Chan

Faculty, Staff and Student Publications

Ambient fine particulate matter (PM2.5) is associated with increased mortality at concentrations below current regulatory standards. Studies of low-level exposure often rely on large administrative cohorts whose geographic and demographic composition may influence observed associations. In a prior analysis, we observed an association between long-term PM2.5 and all-cause mortality among Native American Medicare beneficiaries living in zip codes within the lowest decile of PM2.5 exposure. The present study, a case-control analysis of 1,713,399 low-PM2.5-exposed beneficiaries enrolled in traditional Medicare during 2015-2016, evaluated whether this association could be explained by geographic context, socioeconomic position (SEP), or baseline health status. We used …


Translationally-Relevant Tumor Resection Model For Murine Preclinical Models Of Oral Squamous Cell Carcinoma, Gemalene M Sunga, Alejandra Cobos Perez, Andrea H Molina, Nourhan Hussein, Neeraja Dharmaraj, Andrew Sikora, Simon Young Apr 2026

Translationally-Relevant Tumor Resection Model For Murine Preclinical Models Of Oral Squamous Cell Carcinoma, Gemalene M Sunga, Alejandra Cobos Perez, Andrea H Molina, Nourhan Hussein, Neeraja Dharmaraj, Andrew Sikora, Simon Young

Faculty, Staff and Student Publications

Currently, the first-line treatment for the most common form of head and neck squamous cell carcinoma (HNSCC), oral cavity squamous cell carcinoma (OSCC), is surgical resection, followed by risk-adapted treatments, such as chemoradiotherapy. However, with the current standard of care and even the emergence of new treatments, such as checkpoint blockade, the overall survival for advanced, recurrent disease remains high, and the prevalence of head and neck cancer is projected to continue to increase in the coming years. Thus, deeper investigation into current standard-of-care modalities, in addition to novel therapeutics, is necessary to translate potential and promising treatment options to …


Regulation Of Mitochondrial Ros By C15orf48 In A Basal Cell Subpopulation Contributes To Chemotherapy Resistance In Tnbc, Yan Jiang, Noor M Abdulkareem, Amanda L Rinkenbaugh, Yuan Qi, Steven W Wall, Xiaomei Zhang, Jiansu Shao, Sabrina Jeter-Jones, Shirong Cai, Faiza Baameur Hancock, Gloria V Echeverria, Jeffrey T Chang, Helen Piwnica-Worms Apr 2026

Regulation Of Mitochondrial Ros By C15orf48 In A Basal Cell Subpopulation Contributes To Chemotherapy Resistance In Tnbc, Yan Jiang, Noor M Abdulkareem, Amanda L Rinkenbaugh, Yuan Qi, Steven W Wall, Xiaomei Zhang, Jiansu Shao, Sabrina Jeter-Jones, Shirong Cai, Faiza Baameur Hancock, Gloria V Echeverria, Jeffrey T Chang, Helen Piwnica-Worms

Faculty, Staff and Students Publications

Systemic neoadjuvant chemotherapy, often combined with immunotherapy, is the standard of care for early-stage, non-breast cancer susceptibility gene (BRCA)-mutant triple negative breast cancer (TNBC). However, up to 70% of patients retain residual disease after treatment, which is linked to recurrence and mortality within 5 years. To define mechanisms of resistance, we performed single-cell RNA sequencing on orthotopic TNBC patient-derived xenografts during a cycle of treatment with doxorubicin and cyclophosphamide (AC). Clustering identified four tumor epithelial cell populations, with basal cells enriched in residual tumors. These basal cells up-regulated C15ORF48, a paralog of the mitochondrial cytochrome c oxidase associated subunit FA4 …


Organ Procurement Organization Utilization Of Portable Hypothermic Oxygenated Machine Perfusion In Liver Transplantation: The First Us Experience, Christine E. Haugen, Muhammad Bilal Moeen-Ud-Din, Abdalla M. Hadhoud, Achintya Kaw, James R. Butler, James V. Guarrera, Sherry Quire, Ralph C. Quillin Apr 2026

Organ Procurement Organization Utilization Of Portable Hypothermic Oxygenated Machine Perfusion In Liver Transplantation: The First Us Experience, Christine E. Haugen, Muhammad Bilal Moeen-Ud-Din, Abdalla M. Hadhoud, Achintya Kaw, James R. Butler, James V. Guarrera, Sherry Quire, Ralph C. Quillin

Department of Surgery Faculty Papers

BACKGROUND: Advanced machine perfusion techniques have increased the use of hard-to-place organs, effectively changing the liver transplantation landscape. Liver transplantation machine perfusion has been driven largely by industry or individual transplant centers. We describe the implementation of a portable, organ procurement organization-initiated hypothermic oxygenated machine perfusion strategy for liver transplantation as a proof of concept.

METHODS: Surgeons and staff at a regional organ procurement organization (Indiana Donor Network) were trained to use and cannulate liver allografts using a portable hypothermic oxygenated machine perfusion platform. We evaluated all liver transplantations recovered and placed on hypothermic oxygenated machine perfusion (N = 18) …


White Matter Microstructure Alterations In Social Anxiety Disorder: A Mega-Analysis Across Twelve Cohorts In The Enigma-Anxiety Working Group, Eline F Roelofs, Nynke A Groenewold, Kinga Farkas, Alyssa H Zhu, Si Gao, Tiana Borgers, Udo Dannlowski, Kira Flinkenflügel, Dominik Grotegerd, Tim Hahn, Andreas Jansen, Elisabeth J Leehr, Tilo T J Kircher, Hannah Meinert, Igor Nenadić, Frederike Stein, Benjamin Straube, Tamer Demiralp, Raşit Tükel, P Michiel Westenberg, Jochen Bauer, Anna Kraus, Alexander G G Doruyter, Christine Lochner, David Hofmann, Thomas Straube, André Zugman, Monica E Calkins, Raquel E Gur, Ruben C Gur, Bart S Larsen, Theodore D Satterthwaite, Theresa M Slump, Roman A Vogler, Suzanne N Avery, Jennifer U Blackford, Jacqueline A Clauss, Su Lui, Sophia I Thomopoulos, Robert R J M Vermeiren, Neda Jahanshad, Peter V Kochunov, Paul M Thompson, Daniel S Pine, Dan J Stein, Nic J A Van Der Wee, Janna Marie Bas-Hoogendam Apr 2026

White Matter Microstructure Alterations In Social Anxiety Disorder: A Mega-Analysis Across Twelve Cohorts In The Enigma-Anxiety Working Group, Eline F Roelofs, Nynke A Groenewold, Kinga Farkas, Alyssa H Zhu, Si Gao, Tiana Borgers, Udo Dannlowski, Kira Flinkenflügel, Dominik Grotegerd, Tim Hahn, Andreas Jansen, Elisabeth J Leehr, Tilo T J Kircher, Hannah Meinert, Igor Nenadić, Frederike Stein, Benjamin Straube, Tamer Demiralp, Raşit Tükel, P Michiel Westenberg, Jochen Bauer, Anna Kraus, Alexander G G Doruyter, Christine Lochner, David Hofmann, Thomas Straube, André Zugman, Monica E Calkins, Raquel E Gur, Ruben C Gur, Bart S Larsen, Theodore D Satterthwaite, Theresa M Slump, Roman A Vogler, Suzanne N Avery, Jennifer U Blackford, Jacqueline A Clauss, Su Lui, Sophia I Thomopoulos, Robert R J M Vermeiren, Neda Jahanshad, Peter V Kochunov, Paul M Thompson, Daniel S Pine, Dan J Stein, Nic J A Van Der Wee, Janna Marie Bas-Hoogendam

Faculty, Staff and Student Publications

Background: Studies investigating social anxiety disorder (SAD) have reported inconsistent alterations in white matter (WM) microstructure. The ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-Anxiety Working Group investigated differences in the microstructure of 25 WM tracts between individuals with SAD and healthy control (HC) participants in a mega-analysis.

Methods: We analyzed data from 487 individuals with SAD and 1604 HC participants (ages 8-65 years) from 12 cohorts worldwide. Analyses and quality control were performed using standardized ENIGMA diffusion tensor imaging protocols. We primarily examined fractional anisotropy (FA) as the main parameter of WM microstructure. Linear mixed-effects analyses were conducted to …


All-Cause And Cause-Specific Mortality In Patients With Bipolar Ii Disorder, Chih-Wei Hsu, Yang-Chieh Brian Chen, Edward Chia-Cheng Lai, Andrew A Nierenberg, Michael Berk, Sheng-Yu Lee, Liang-Jen Wang, Mu-Hong Chen, Yao-Hsu Yang, Chih-Sung Liang, Andre F Carvalho Apr 2026

All-Cause And Cause-Specific Mortality In Patients With Bipolar Ii Disorder, Chih-Wei Hsu, Yang-Chieh Brian Chen, Edward Chia-Cheng Lai, Andrew A Nierenberg, Michael Berk, Sheng-Yu Lee, Liang-Jen Wang, Mu-Hong Chen, Yao-Hsu Yang, Chih-Sung Liang, Andre F Carvalho

Children’s Nutrition Research Center Staff Publications

Importance: Whether bipolar II disorder (BD-II) is associated with increased long-term mortality remains uncertain because most studies have not distinguished BD-II from bipolar I disorder (BD-I).

Objective: To examine whether BD-II is associated with elevated all-cause and cause-specific mortality compared with population controls, unaffected siblings, and those with BD-I.

Design, setting, and participants: This population-based, retrospective cohort study used data from Taiwan's National Health Insurance Database from January 1, 2000, to December 31, 2022. Individuals 12 years or older with 2 or more psychiatrist-assigned BD-II diagnoses were individually matched to 4 controls without BD-II by sex and birthdate. Additional comparisons …


Dental Insurance Status Among Formerly Incarcerated Older Adults, Alexander Testa, Rafael Samper-Ternent, Dylan B Jackson, Kyle T Ganson, Vahed Maroufy, Jason M Nagata, Ana C Neumann Apr 2026

Dental Insurance Status Among Formerly Incarcerated Older Adults, Alexander Testa, Rafael Samper-Ternent, Dylan B Jackson, Kyle T Ganson, Vahed Maroufy, Jason M Nagata, Ana C Neumann

Faculty, Staff and Student Publications

Formerly incarcerated individuals have poorer oral health and less frequent dental care utilization than the general population. However, prior work has overlooked the relationship between prior incarceration and disparities in dental insurance coverage. Using data from the Health and Retirement Study (n = 11,638), findings from multiple logistic regression analyses demonstrate that formerly incarcerated older adults are significantly less likely to have dental insurance coverage (odds ratio [OR] = 0.745, 95% confidence interval [CI] = 0.608, 0.912). After accounting for the income-to-poverty ratio, this association was no longer statistically significant. Analyses using the Karlson-Holm-Breen method demonstrated that approximately 45% of …


Sexual Health And Relationship Education Needs Of People In Recovery For An Opioid Use Disorder, J Michael Wilkerson, Kathryn R Gallardo, I Niles Zoschke, Hannah L N Stewart, Serena A Rodriguez, Michael U Anosike, Jason Pullin, Sheryl A Mccurdy Apr 2026

Sexual Health And Relationship Education Needs Of People In Recovery For An Opioid Use Disorder, J Michael Wilkerson, Kathryn R Gallardo, I Niles Zoschke, Hannah L N Stewart, Serena A Rodriguez, Michael U Anosike, Jason Pullin, Sheryl A Mccurdy

Faculty, Staff and Student Publications

People in recovery with histories of sex and drug-linked behavior (SDB) have an increased risk of substance use recurrence. However, sexual health concerns remain largely unaddressed by recovery support services researchers and practitioners. The purpose of this analysis was to describe the sex and relationship concerns of people in recovery for an opioid use disorder living in level II and level III recovery homes. Recovery homes are sober living homes that the National Association for Recovery Residences classifies into four levels based on staffing and service provision. We interviewed 93 residents and thematically analyzed 92 of the resulting transcripts; one …


Robo2 Variants Associated With Atrial Septal Defect Define A Novel Regulatory Element, Seong Won Kim, Michael Parfenov, Laura Rodriguez-Murillo, David A Conner, Arun Sharma, Inga Peter, Feng Xiao, Olivia Layton, Angela Tai, Tarsha Ward, Lauren K Wasson, Joshua M Gorham, Erica Mazaika, Valentina N Lagomarsino, Tracy L Young-Pearse, Elizabeth Goldmuntz, Hiroko Wakimoto, A J Agopian, David M Mckean, Steven R Depalma, William T Pu, Christine E Seidman, Bruce D Gelb, Jonathan G Seidman Apr 2026

Robo2 Variants Associated With Atrial Septal Defect Define A Novel Regulatory Element, Seong Won Kim, Michael Parfenov, Laura Rodriguez-Murillo, David A Conner, Arun Sharma, Inga Peter, Feng Xiao, Olivia Layton, Angela Tai, Tarsha Ward, Lauren K Wasson, Joshua M Gorham, Erica Mazaika, Valentina N Lagomarsino, Tracy L Young-Pearse, Elizabeth Goldmuntz, Hiroko Wakimoto, A J Agopian, David M Mckean, Steven R Depalma, William T Pu, Christine E Seidman, Bruce D Gelb, Jonathan G Seidman

Faculty, Staff and Student Publications

Background: Atrial septal defects (ASDs) are a prevalent type of congenital heart disease. Previous GWAS (Genome-Wide Association Studies) have identified common variants associated with ASDs, though their mechanisms remain unknown. We aimed to expand insights into the architecture of common variants associated with ASD risk and elucidate functional mechanisms.

Methods: We conducted a GWAS using isolated ASD cases and healthy controls and replicated findings in an independent cohort. We examined epigenetic marks within this ASD locus in human induced pluripotent stem cell-derived cardiomyocytes and fetal human hearts. We characterized the consequences of deletions introduced by CRISPR-Cas9 mutagenesis of human induced …


The All-Payer Claims Database After The Gobeille Supreme Court Decision: Assessing The Impact On Fatal Opioid-Related Overdose Research, Jack Cordes, Cici Bauer, Dana Bernson, Marc R Larochelle, Wenjun Li, Jiahao Cao, Olaf Dammann, Thomas J Stopka Apr 2026

The All-Payer Claims Database After The Gobeille Supreme Court Decision: Assessing The Impact On Fatal Opioid-Related Overdose Research, Jack Cordes, Cici Bauer, Dana Bernson, Marc R Larochelle, Wenjun Li, Jiahao Cao, Olaf Dammann, Thomas J Stopka

Faculty, Staff and Student Publications

Objective: To determine the consequences of the Gobeille v. Liberty Mutual Supreme Court decision on the representativeness of the Massachusetts all-payer claims database (APCD). The loss of individuals captured in the APCD may vary demographically, geographically, and in the capture of fatal opioid-related overdose (OOD).

Data sources and study setting: We used 2013-2021 data from the Massachusetts Public Health Data Warehouse (PHD), which links person-level APCD records to other datasets. The APCD includes commercially-insured health claims mandatorily reported pre-Gobeille. Post-Gobeille, reporting from self-insured plans, a subset of commercially-insured plans, became voluntary.

Study design: In a repeated cross-sectional design, we compared …


Transfusion In Transit: A Decade Of Prehospital Blood Transfusion In Pediatric Trauma, Krysta M Sutyak, Eunise C Chen, Lea Mock, Rudolfo Cabrera, Jeannette M Joly, Kuojen Tsao, Bryan A Cotton, David E Meyer, Charles S Cox, Kevin P Lally, Natalie A Drucker Apr 2026

Transfusion In Transit: A Decade Of Prehospital Blood Transfusion In Pediatric Trauma, Krysta M Sutyak, Eunise C Chen, Lea Mock, Rudolfo Cabrera, Jeannette M Joly, Kuojen Tsao, Bryan A Cotton, David E Meyer, Charles S Cox, Kevin P Lally, Natalie A Drucker

The Brown Foundation: Institute of Molecular Medicine

Background: Prehospital blood transfusion improves mortality in adults, with limited evidence in children. This study describes prehospital blood transfusion in pediatric trauma patients and the impact on shock index, pediatric adjusted (SIPA).

Methods: This study is a retrospective cohort study of trauma patients younger than 18 years who received blood transfusions during helicopter transport to a Level 1 pediatric trauma center from 2011 to 2023. Primary outcome was change in SIPA at time of emergency department (ED) arrival with prehospital transfusion. Secondary subgroup analysis was performed based on transport origin.

Results: Of 137 patients, 58% (80 of 137 patients) were …


Traumatic Brain Injury And Risk Of Early-Onset Dementia: A Population-Based Cohort Study, Aishwarya Saravanan, Katherine Giorgio, Natalia Lakomski, Andrea L C Schneider, Barbara A Olson-Bullis, Behnam Sabayan, James S Pankow, Paul S De Vries, Kristine Yaffe, Alexa Beiser, Abbas Dehghan, Elizabeth A Peterson, Rachel Zmora, John J Stephen, Denise Scholtens, Maxwell Mansolf, Lenore J Launer, Richard F Maclehose, Pamela L Lutsey, Norrina B Allen, Sanaz Sedaghat Apr 2026

Traumatic Brain Injury And Risk Of Early-Onset Dementia: A Population-Based Cohort Study, Aishwarya Saravanan, Katherine Giorgio, Natalia Lakomski, Andrea L C Schneider, Barbara A Olson-Bullis, Behnam Sabayan, James S Pankow, Paul S De Vries, Kristine Yaffe, Alexa Beiser, Abbas Dehghan, Elizabeth A Peterson, Rachel Zmora, John J Stephen, Denise Scholtens, Maxwell Mansolf, Lenore J Launer, Richard F Maclehose, Pamela L Lutsey, Norrina B Allen, Sanaz Sedaghat

Faculty, Staff and Student Publications

Introduction: We investigated the association between traumatic brain injury (TBI) and incidence of early-onset dementia (EOD) versus late-onset dementia (LOD).

Methods: We included 501,710 UK Biobank participants (average age 56.5). Over a median 13.6 years of follow-up, 836 developed EOD (before 65) and 8947 developed LOD (after 65). We estimated hazard ratios (HRs) for TBI's association with EOD and LOD using Cox proportional hazard models with TBI as a time-varying exposure and coefficient.

Results: TBI was associated with higher risk of both EOD (HR: 4.06 [95% confidence interval: 3.13, 5.26]) and LOD (HR: 2.51 [2.31, 2.72]. Among participants included in …


Continuous Versus Bolus Norepinephrine Administration To Treat Hypotension After Induction Of General Anaesthesia In Low-To-Moderate Risk Noncardiac Surgery Patients: A Randomised Trial, Kristen K Thomsen, Finn Külls, Christina Vokuhl, Linda Krause, Dominik Müller, Max Bossemeyer, Mirja Wegge, Alina Kröker, Alina Bergholz, Christian Zöllner, Daniel I Sessler, Bernd Saugel Apr 2026

Continuous Versus Bolus Norepinephrine Administration To Treat Hypotension After Induction Of General Anaesthesia In Low-To-Moderate Risk Noncardiac Surgery Patients: A Randomised Trial, Kristen K Thomsen, Finn Külls, Christina Vokuhl, Linda Krause, Dominik Müller, Max Bossemeyer, Mirja Wegge, Alina Kröker, Alina Bergholz, Christian Zöllner, Daniel I Sessler, Bernd Saugel

Faculty, Staff and Student Publications

Background: Hypotension after induction of general anaesthesia (postinduction hypotension) is common in patients undergoing noncardiac surgery and frequently requires treatment with vasopressors such as norepinephrine. We tested the hypothesis that giving norepinephrine continuously using a syringe infusion pump, compared with giving it as repeated manual boluses, reduces postinduction hypotension within 15 min after starting induction of general anaesthesia in low-to-moderate risk noncardiac surgery patients.

Methods: Patients undergoing elective noncardiac surgery were randomised to either continuous norepinephrine infusion or manual bolus norepinephrine administration intravenously during induction of general anaesthesia. In both groups, norepinephrine was administered through a peripheral venous catheter. Blood …


Multiparametric Mri To Predict Response To Irreversible Electroporation Plus Anti-Pd-1 Immunotherapy In Pancreatic Ductal Adenocarcinoma, Qizhen Cao, Mark D Pagel, Charles V Kingsley, Jingfei Ma, James P Long, Xiaoxia Wen, Seth T Gammon, Jorge Delacerda, Sanaz Javadi, Chun Li Apr 2026

Multiparametric Mri To Predict Response To Irreversible Electroporation Plus Anti-Pd-1 Immunotherapy In Pancreatic Ductal Adenocarcinoma, Qizhen Cao, Mark D Pagel, Charles V Kingsley, Jingfei Ma, James P Long, Xiaoxia Wen, Seth T Gammon, Jorge Delacerda, Sanaz Javadi, Chun Li

Faculty, Staff and Student Publications

Purpose: To investigate contrast-enhanced T1-weighted MRI and diffusion-weighted magnetic resonance imaging (DWI) for early prediction of tumor response to combined irreversible electroporation (IRE) and anti-PD-1 immunotherapy.

Methods: Murine pancreatic ductal adenocarcinoma (PDAC) cells KRAS* were inoculated into the pancreas of C57BL/6 mice. IRE was performed when tumors became palpable. After IRE, mice received six intraperitoneal injections of anti-PD-1 over 2 weeks. T2-weighted MRI, T1-weighted MRI with macromolecular contrast agent poly(L-glutamic acid)-conjugated gadolinium (PG-Gd), and DWI were performed before and after IRE. Survival was analyzed using Kaplan-Meier curves. Mice surviving at least 100 days without recurrence after IRE were considered complete …


A Topic Modeling Analysis Of Stigma Dimensions, Social, And Related Behavioral Circumstances In Clinical Notes Among Patients With Hiv, Ziyi Chen, Yiyang Liu, Mattia Prosperi, Krishna Vaddiparti, Robert L Cook, Jiang Bian, Yi Guo, Yonghui Wu Apr 2026

A Topic Modeling Analysis Of Stigma Dimensions, Social, And Related Behavioral Circumstances In Clinical Notes Among Patients With Hiv, Ziyi Chen, Yiyang Liu, Mattia Prosperi, Krishna Vaddiparti, Robert L Cook, Jiang Bian, Yi Guo, Yonghui Wu

Faculty, Staff and Student Publications

Objective: To characterize stigma dimensions, social, and related behavioral circumstances in people living with HIV (PLWHs) seeking care, using natural language processing methods applied to a large collection of electronic health record (EHR) clinical notes from a large integrated health system in the southeast United States.

Methods: We identified a cohort of PLWHs from the University of Florida (UF) Health Integrated Data Repository and performed topic modeling analysis using Latent Dirichlet Allocation (LDA) to uncover stigma-related dimensions and related social and behavioral contexts. Domain experts created a seed list of HIV-related stigma keywords, then applied a snowball strategy to iteratively …


Unraveling The Nexus: Tumor Mutational Burden, Pd-L1 Expression, And Oncogenic Alterations In Non-Small Cell Lung Cancer Cytology Specimens, Min Dai, Francis Anthony San Lucas, Hector Alvarez, Leomar Ballester, Hui Chen, Keyur P Patel, Asif Rashid, Shun Rao, Mark J Routbort, Gloria Sura, Keith Sweeney, Gokce Toruner, Peng Wei, Richard Yang, Hyvan Dang, Rajyalakshmi Luthra, Sinchita Roy-Chowdhuri Apr 2026

Unraveling The Nexus: Tumor Mutational Burden, Pd-L1 Expression, And Oncogenic Alterations In Non-Small Cell Lung Cancer Cytology Specimens, Min Dai, Francis Anthony San Lucas, Hector Alvarez, Leomar Ballester, Hui Chen, Keyur P Patel, Asif Rashid, Shun Rao, Mark J Routbort, Gloria Sura, Keith Sweeney, Gokce Toruner, Peng Wei, Richard Yang, Hyvan Dang, Rajyalakshmi Luthra, Sinchita Roy-Chowdhuri

Faculty, Staff and Student Publications

Background: PD-L1 expression and tumor mutational burden (TMB) are biomarkers for immune checkpoint inhibitor (ICI) therapy in non-small cell lung cancer (NSCLC); however, patients harboring oncogenic alterations have limited benefit from ICIs. The impact of oncogenic alterations on TMB and PD-L1 tumor proportion score in lung cytology specimens is poorly understood. Herein, the association between oncogenic alterations, TMB, and PD-L1 in NSCLC cytology specimens is explored.

Methods: Next-generation sequencing results from 312 NSCLC cytology specimens were retrospectively reviewed that interrogate 610 genes and select immuno-oncology signatures. TMB and PD-L1 immunohistochemical expression across oncogenic alterations were analyzed to explore associations.

Results: …