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Implementation Of The Extension For Community Healthcare Outcomes Model For Hypertension Education Of Frontline Health Care Workers In The Federal Capital Territory, Nigeria: Explanatory Sequential Mixed Methods Evaluation, Abigail S Baldridge, Mark D Huffman, Et Al. Apr 2025

Implementation Of The Extension For Community Healthcare Outcomes Model For Hypertension Education Of Frontline Health Care Workers In The Federal Capital Territory, Nigeria: Explanatory Sequential Mixed Methods Evaluation, Abigail S Baldridge, Mark D Huffman, Et Al.

2020-Current year OA Pubs

BACKGROUND: The Extension for Community Healthcare Outcomes (ECHO) model was adapted for hypertension education of community health extension workers in the Federal Capital Territory, Nigeria, and delivered as a 7-part series.

OBJECTIVE: This study aims to evaluate implementation outcomes of the hypertension ECHO series mapped to the first 3 levels of the Kirkpatrick model. Outcomes included reach, appropriateness (level 1), effectiveness (level 2), and penetration (level 3).

METHODS: From August 2022 to April 2023, 7 hypertension ECHO sessions were delivered via Zoom (Zoom Video Communications, Inc) to a health care worker audience including targeted community health extension workers at 12 …


Development And Validation Of A Dynamic Real-Time Risk Prediction Model For Intensive Care Units Patients Based On Longitudinal Irregular Data: Multicenter Retrospective Study, Zhuo Zheng, Jiawei Luo, Yingchao Zhu, Lei Du, Lan Lan, Xiaobo Zhou, Xiaoyan Yang, Shixin Huang Apr 2025

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

Faculty, Staff and Student Publications

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


Impact Of Antidiabetic Medication Type On A New Episode Of Depression: A Retrospective Cohort Study In Texas, Usa, Lin-Na Chou, Mukaila A Raji, Holly M Holmes, Yong-Fang Kuo Apr 2025

Impact Of Antidiabetic Medication Type On A New Episode Of Depression: A Retrospective Cohort Study In Texas, Usa, Lin-Na Chou, Mukaila A Raji, Holly M Holmes, Yong-Fang Kuo

Faculty, Staff and Student Publications

Objectives: To examine the associations between antidiabetic medication type and a new episode of depression using 100% Texas Medicare database during 2009 and 2018.

Design: A retrospective cohort study.

Setting: A population-based study using the Texas Medicare data.

Interventions: 11 common antihyperglycaemic medication types, alone and in combinations: metformin-only, five non-metformin-containing regimens (dipeptidyl peptidase-4 inhibitor (DPP4i) only, sulfonylureas (SU) only, thiazolidinediones (TZD) only, SU/DPP4i and SU/TZD) and five metformin-containing combination treatments (metformin/DPP4i, metformin/SU, metformin/TZD, metformin/SU/DPP4i and metformin/SU/TZD).

Participants: This study included 59 057 type 2 diabetes (T2D) patients from a cohort of Texas Medicare beneficiaries who were aged ≥66 years, …


Impact Of Age On Biology, Presentation And Outcomes In Marginal Zone Lymphoma: Results From A Multicenter Cohort Study, Pallawi Torka, Natalie S. Grover, Timothy J. Voorhees, Reem Karmali, Kaitlin Annunzio, Marcus P. Watkins, Andrea Anampa-Guzmán, Heather Reves, Montreh Tavakkoli, Beth Christian, Colin Thomas, Stefan K. Barta, Praveen Ramakrishnan Geethakumari, Nancy L. Bartlett, Geoffrey Shouse, Adam J. Olszewski, Narendranath Epperla Apr 2025

Impact Of Age On Biology, Presentation And Outcomes In Marginal Zone Lymphoma: Results From A Multicenter Cohort Study, Pallawi Torka, Natalie S. Grover, Timothy J. Voorhees, Reem Karmali, Kaitlin Annunzio, Marcus P. Watkins, Andrea Anampa-Guzmán, Heather Reves, Montreh Tavakkoli, Beth Christian, Colin Thomas, Stefan K. Barta, Praveen Ramakrishnan Geethakumari, Nancy L. Bartlett, Geoffrey Shouse, Adam J. Olszewski, Narendranath Epperla

Department of Medicine Faculty Papers

Given the paucity of age-specific data about biology, presentation, and treatment outcomes in adults with MZL, we sought to evaluate differences between younger (≤ 70 years) and older (> 70 years) patients with MZL in a large retrospective cohort treated in the contemporary era (2010 onwards). The primary objective was progression-free survival (PFS), while secondary objectives included the evaluation of overall survival (OS) and the cumulative incidence of transformation between the 2 groups. A total of 598 patients were included in the analysis and among these 32% were > 70 years of age. There were no age-based differences in the prevalence …


Tobacco Smoking Functional Networks: A Whole-Brain Connectome Analysis In 24 539 Individuals, Yezhi Pan, Chuan Bi, Zhenyao Ye, Hwiyoung Lee, Jiaao Yu, Luba Yammine, Tianzhou Ma, Peter Kochunov, L Elliot Hong, Shuo Chen Apr 2025

Tobacco Smoking Functional Networks: A Whole-Brain Connectome Analysis In 24 539 Individuals, Yezhi Pan, Chuan Bi, Zhenyao Ye, Hwiyoung Lee, Jiaao Yu, Luba Yammine, Tianzhou Ma, Peter Kochunov, L Elliot Hong, Shuo Chen

Faculty, Staff and Student Publications

Introduction: Nicotine addiction, a multifaceted neuropsychiatric disorder, profoundly impacts brain functions through interactions with neural pathways. Despite its significance, the impact of tobacco smoking on the whole-brain functional connectome remains largely unexplored.

Aims and methods: We conducted a whole-brain analysis on 24 539 adults aged 40 and above from the United Kingdom Biobank cohort. Subjects were categorized into individuals who use nicotine and those who do not use nicotine based on current and chronic tobacco smoking information. Functional connectivity was assessed using resting-state functional magnetic resonance imaging. We employed a network analysis method to assess the systematic effects of tobacco …


The Combined Effect Of High-Intensity Interval Training And Time-Restricted Feeding On The Akt-Igf-1-Mtor Signaling Pathway In The Muscle Tissue Of Type 2 Diabetic Rats, Motahareh Mohebinejad, Fatemeh Kazeminasab, Mahtab Ghanbari Rad, Reza Bagheri, Mazdak Razi, Darryn Willoughby, Fred Dutheil Apr 2025

The Combined Effect Of High-Intensity Interval Training And Time-Restricted Feeding On The Akt-Igf-1-Mtor Signaling Pathway In The Muscle Tissue Of Type 2 Diabetic Rats, Motahareh Mohebinejad, Fatemeh Kazeminasab, Mahtab Ghanbari Rad, Reza Bagheri, Mazdak Razi, Darryn Willoughby, Fred Dutheil

Faculty, Staff and Students Publications

Background/Objectives: High-intensity interval training (HIIT) and time-restricted feeding (TRF) have shown potential in enhancing glucose metabolism, increasing insulin sensitivity, and promoting muscle health. This study investigates the combined effects of HIIT and TRF on the AKT-IGF-1-mTOR signaling pathway in the muscle tissue of type 2 diabetic (T2D) rats.

Methods: 42 male Wistar rats (4-5 weeks of age) were included in the study. The animals were randomly divided into two groups: 1. Standard diet (SD) non-diabetic (n = 7) and 2. High-fat diet (HFD n = 35) for 4 weeks. T2D was induced by intraperitoneal injection (IP) of streptozotocin (STZ) …


Dna Methylation Signature Of A Lifestyle-Based Resilience Index For Cognitive Health, Wei Zhang, David Lukacsovich, Juan I Young, Lissette Gomez, Michael A Schmidt, Eden R Martin, Brian W Kunkle, X Steven Chen, Deirdre M O'Shea, James E Galvin, Lily Wang Apr 2025

Dna Methylation Signature Of A Lifestyle-Based Resilience Index For Cognitive Health, Wei Zhang, David Lukacsovich, Juan I Young, Lissette Gomez, Michael A Schmidt, Eden R Martin, Brian W Kunkle, X Steven Chen, Deirdre M O'Shea, James E Galvin, Lily Wang

Faculty, Staff and Students Publications

Cognitive resilience (CR) contributes to the variability in risk for developing and progressing in Alzheimer's disease (AD) among individuals. Beyond genetics, recent studies highlight the critical role of lifestyle factors in enhancing CR and delaying cognitive decline. DNA methylation (DNAm), an epigenetic mechanism influenced by both genetic and environmental factors, including CR-related lifestyle factors, offers a promising pathway for understanding the biology of CR. We studied DNAm changes associated with the Resilience Index (RI), a composite measure of lifestyle factors, using blood samples from the Healthy Brain Initiative (HBI) cohort. After corrections for multiple comparisons, our analysis identified 19 CpGs …


Parapneumonic Empyema Complicating Community-Acquired Pneumonia: Etiology In The Era Of Pneumococcal Vaccination And Role Of Molecular Diagnosis, Antonio C Arrieta, Stephanie Osborne, Lindsay R Grant, Bradford D Gessner, Anne J Blaschke, Kristina G Hulten, Delma J Nieves, Ashley Miller, Cody Bender, Raul Isturiz, Ronika Alexander, Shannon M Nielsen, Linda B Lamberth, Alejandro Cane, Adriano Arguedas Apr 2025

Parapneumonic Empyema Complicating Community-Acquired Pneumonia: Etiology In The Era Of Pneumococcal Vaccination And Role Of Molecular Diagnosis, Antonio C Arrieta, Stephanie Osborne, Lindsay R Grant, Bradford D Gessner, Anne J Blaschke, Kristina G Hulten, Delma J Nieves, Ashley Miller, Cody Bender, Raul Isturiz, Ronika Alexander, Shannon M Nielsen, Linda B Lamberth, Alejandro Cane, Adriano Arguedas

Faculty, Staff and Students Publications

Background: Impact of pneumococcal conjugate vaccines (PCVs) on pneumococcal disease is well described; pneumococcus is infrequently identified by culture in pneumonia. Yield is higher when pleural fluid is cultured. Polymerase chain reaction (PCR) in pleural fluid samples improves pathogen identification, particularly in the case of S. pneumoniae.

Methods: Healthy children with empyema who underwent pleural fluid drainage were eligible. Demographics and PCV immunization status were collected. Blood/pleural fluid cultures were obtained. Pleural fluid samples were sent for PCR for pathogen. Serotyping was done by Neufeld-Quellung reaction on pneumococcus isolates, and PCR in culture negative cases.

Results: From December 2018 to …


Unmet Supportive Care Needs In Patients With Advanced Cancer And Its Impact On Distress, Kayla W Miranda, Benjamin L Musher, Hoda J Badr Apr 2025

Unmet Supportive Care Needs In Patients With Advanced Cancer And Its Impact On Distress, Kayla W Miranda, Benjamin L Musher, Hoda J Badr

Faculty, Staff and Students Publications

Purpose: Patients with advanced cancer endure considerable physical and emotional distress without sufficient supportive care. This cross-sectional study examined the relationship between cancer-related symptoms, supportive care needs, and distress levels in patients with advanced lung, head and neck, or gastrointestinal cancers.

Methods: 158 patients were assessed for symptom burden and distress levels using the M.D. Anderson Symptom Inventory (MDASI) and unmet needs using the Supportive Care Needs Survey (SCNS-34) within one month of treatment initiation. Pearson correlations and multiple regression analyses were used to explore associations between supportive care needs and distress.

Results: Distress levels were moderate across the study …


Partnering With Social Media Influencers To Promote Hpv Vaccination In Diverse Communities, Amy Leader, Amelia Burke-Garcia, Dasha Afanaseva, Erin Cutroneo, Preethi Selvan, Kayla Madden, Joshua Banks, Angela Sustaita-Ruiz Apr 2025

Partnering With Social Media Influencers To Promote Hpv Vaccination In Diverse Communities, Amy Leader, Amelia Burke-Garcia, Dasha Afanaseva, Erin Cutroneo, Preethi Selvan, Kayla Madden, Joshua Banks, Angela Sustaita-Ruiz

Department of Medical Oncology Faculty Papers

BACKGROUND: While human papillomavirus (HPV) vaccination is one of the most effective ways to prevent HPV-related cancers, many children and adolescents remain unvaccinated. Resistance often stems from parental vaccine hesitancy and mistrust of the health care system, both of which may be higher in communities of color. Partnering with social media influencers may be an effective method for disseminating health messages. We tested the impact of HPV social media posts developed by influencers on outcomes of knowledge, attitudes, and intentions to vaccinate.

METHODS: Ten social media influencers who identified as African American or Hispanic created posts about the HPV vaccine. …


Changes Of Eeg Beta Band Power And Functional Connectivity During Spaceflight: A Retrospective Study, Adrián Quivira-Lopesino, María Sevilla-García, Pablo Cuesta, Sandra Pusil, Ricardo Bruña, Patrique Fiedler, Ana Maria Cebolla, Guy Cheron, Michael Funke, Fernando Maestu Apr 2025

Changes Of Eeg Beta Band Power And Functional Connectivity During Spaceflight: A Retrospective Study, Adrián Quivira-Lopesino, María Sevilla-García, Pablo Cuesta, Sandra Pusil, Ricardo Bruña, Patrique Fiedler, Ana Maria Cebolla, Guy Cheron, Michael Funke, Fernando Maestu

Faculty, Staff and Student Publications

Spaceflight exposes astronauts to unique conditions like microgravity, which may affect brain function, though it remains underexplored compared to other physiological systems. Astronauts often report temporary neurological symptoms, such as disorientation, visual disturbances, and motor issues, potentially linked to structural and electrophysiological brain changes. To investigate this, electroencephalography (EEG) is a reliable tool to study brain activity in space, measuring oscillatory activity and functional connectivity (FC). This study analyzed EEG data from five male astronauts during three stages: pre-flight, during low Earth orbit (LEO), and post-flight in a 2-min task-free eyes-closed (EC) condition followed by another 2-min of eyes-open (EO) …


A Deep Learning Strategy To Identify Cell Types Across Species From High-Density Extracellular Recordings, Maxime Beau, David J Herzfeld, Francisco Naveros, Marie E Hemelt, Federico D'Agostino, Marlies Oostland, Alvaro Sánchez-López, Young Yoon Chung, Michael Maibach, Stephen Kyranakis, Hannah N Stabb, M Gabriela Martínez Lopera, Agoston Lajko, Marie Zedler, Shogo Ohmae, Nathan J Hall, Beverley A Clark, Dana Cohen, Stephen G Lisberger, Dimitar Kostadinov, Court Hull, Michael Häusser, Javier F Medina Apr 2025

A Deep Learning Strategy To Identify Cell Types Across Species From High-Density Extracellular Recordings, Maxime Beau, David J Herzfeld, Francisco Naveros, Marie E Hemelt, Federico D'Agostino, Marlies Oostland, Alvaro Sánchez-López, Young Yoon Chung, Michael Maibach, Stephen Kyranakis, Hannah N Stabb, M Gabriela Martínez Lopera, Agoston Lajko, Marie Zedler, Shogo Ohmae, Nathan J Hall, Beverley A Clark, Dana Cohen, Stephen G Lisberger, Dimitar Kostadinov, Court Hull, Michael Häusser, Javier F Medina

Faculty, Staff and Students Publications

High-density probes allow electrophysiological recordings from many neurons simultaneously across entire brain circuits but fail to reveal cell type. Here, we develop a strategy to identify cell types from extracellular recordings in awake animals and reveal the computational roles of neurons with distinct functional, molecular, and anatomical properties. We combine optogenetics and pharmacology using the cerebellum as a testbed to generate a curated ground-truth library of electrophysiological properties for Purkinje cells, molecular layer interneurons, Golgi cells, and mossy fibers. We train a semi-supervised deep learning classifier that predicts cell types with greater than 95% accuracy based on the waveform, discharge …


The Geographic Identification Of Elevated Suicide Risk Model: Evaluating A Method For Examining Suicide-Related Behaviors At The Neighborhood Level In Harris County, Texas, Ryan M Hill, Sam C Cacace, Austin Starkey, Tyler Hendley, Jackson Bolner, Angela Cummings, Angie Hayes, Robert J Cramer Apr 2025

The Geographic Identification Of Elevated Suicide Risk Model: Evaluating A Method For Examining Suicide-Related Behaviors At The Neighborhood Level In Harris County, Texas, Ryan M Hill, Sam C Cacace, Austin Starkey, Tyler Hendley, Jackson Bolner, Angela Cummings, Angie Hayes, Robert J Cramer

Faculty, Staff and Students Publications

Background: The 2024 National Strategy for Suicide Prevention has called for the development of community-based suicide prevention resources, and improved existing prevention efforts. In line with such efforts, Hill and colleagues developed the Geospatial Identification of Elevated Suicide Risk model that estimates the relative prevalence of adolescent suicide risk within specific geographical areas. The current study seeks to further evaluate and refine the model for use as a tool to evaluate risk and protective factors at the neighborhood level.

Method: Drawing from multiple sources, data was collected detailing adolescent suicidal ideation, suicide attempts, suicide fatalities, and census tract characteristics. Utilizing …


Using The Healthy Native Youth Implementation Toolbox To Provide Web-Based Adolescent Health Promotion Decision Support To American Indian And Alaska Native Communities: Implementation Study, Amrita Sidhu, Ross Shegog, Stephanie Craig-Rushing, Nicole Trevino, Michelle Singer, Cornelia Jessen, Gwenda Gorman, Sean Simpson, Melissa Peskin, Belinda Hernandez, Christine Markham Apr 2025

Using The Healthy Native Youth Implementation Toolbox To Provide Web-Based Adolescent Health Promotion Decision Support To American Indian And Alaska Native Communities: Implementation Study, Amrita Sidhu, Ross Shegog, Stephanie Craig-Rushing, Nicole Trevino, Michelle Singer, Cornelia Jessen, Gwenda Gorman, Sean Simpson, Melissa Peskin, Belinda Hernandez, Christine Markham

Faculty, Staff and Student Publications

Background: American Indian and Alaska Native (AI/AN) youth experience numerous health inequities, including those in sexual, reproductive, and mental health. Implementation of culturally relevant, age-appropriate evidence-based programs may mitigate these inequities. However, numerous barriers limit the adoption and implementation of evidence-based adolescent health promotion programs in AI/AN communities.

Objective: This study examines user reach and engagement from 2022 to 2024 of web-based decision support (the Healthy Native Youth [HNY] website and the embedded HNY Implementation Toolbox), designed to increase the implementation of evidence-based adolescent health promotion programming in AI/AN communities.

Methods: Promotional strategies were designed for optimal geographic reach to …


Developing An Online Community Advisory Board (Cab) Of Parents From Social Media To Co-Design An Human Papillomavirus Vaccine Intervention: Participatory Research Study, Regan M. Murray, Shawn C. Chiang, Ann C. Klassen, Jennifer A. Manganello, Amy E. Leader, Wen-Juo Lo, Philip M. Massey Apr 2025

Developing An Online Community Advisory Board (Cab) Of Parents From Social Media To Co-Design An Human Papillomavirus Vaccine Intervention: Participatory Research Study, Regan M. Murray, Shawn C. Chiang, Ann C. Klassen, Jennifer A. Manganello, Amy E. Leader, Wen-Juo Lo, Philip M. Massey

Department of Medical Oncology Faculty Papers

BACKGROUND: Social media health interventions have grown significantly in recent years. However, researchers are still developing innovative methods to meaningfully engage online communities to inform research activities. Little has been documented describing this approach of using online community advisory boards (CABs) to co-create health communication interventions on social media.

OBJECTIVE: This study describes the formation, engagement, and maintenance of an online CAB focused on co-creating a health education intervention for parents regarding the human papillomavirus (HPV) vaccine. The study provides guiding principles for public health researchers implementing such CABs in future digital health interventions.

METHODS: In May 2020, Twitter was …


Left Ventricular Entry To Reduce Brain Lesions During Catheter Ablation: A Randomized Trial, Gregory M Marcus, Roderick Tung, Edward P Gerstenfeld, Trisha F Hue, Feng Lin, Jing Cheng, J Peter Weiss, Wendy S Tzou, Henry Hsia, Ashkan Ehdaie, Daniel H Cooper, T Jared Bunch, Jeffrey Arkles, Babak Nazer, Adam Lee, Alexios Hadjis, Duy T Nguyen, Mihail G Chelu, Joshua Moss, Jonathan C Hsu, Miguel Valderrábano, Prashant D Bhave, Andrew D Beaser, Arvindh Kanagasundram, Oussama Wazni, Jason Bradfield, Grace Wall, Kathleen Chang, Michelle Yang, Gabrielle Montenegro, Sabrina Jarrott, Joel H Kramer, Anthony S Kim, Yvonne M Morris, William P Dillon Apr 2025

Left Ventricular Entry To Reduce Brain Lesions During Catheter Ablation: A Randomized Trial, Gregory M Marcus, Roderick Tung, Edward P Gerstenfeld, Trisha F Hue, Feng Lin, Jing Cheng, J Peter Weiss, Wendy S Tzou, Henry Hsia, Ashkan Ehdaie, Daniel H Cooper, T Jared Bunch, Jeffrey Arkles, Babak Nazer, Adam Lee, Alexios Hadjis, Duy T Nguyen, Mihail G Chelu, Joshua Moss, Jonathan C Hsu, Miguel Valderrábano, Prashant D Bhave, Andrew D Beaser, Arvindh Kanagasundram, Oussama Wazni, Jason Bradfield, Grace Wall, Kathleen Chang, Michelle Yang, Gabrielle Montenegro, Sabrina Jarrott, Joel H Kramer, Anthony S Kim, Yvonne M Morris, William P Dillon

Faculty, Staff and Students Publications

Background: Catheter ablation of ventricular arrhythmias, one of the most rapidly growing procedures in cardiac electrophysiology, is associated with magnetic resonance imaging-detected brain lesions in more than half of cases. Although a retrograde aortic approach is conventional, modern tools enable entry through a transseptal approach that may avoid embolization of debris from the arterial system. We sought to test the hypothesis that a transseptal puncture would mitigate brain injury compared with a retrograde aortic approach.

Methods: The TRAVERSE trial (Transseptal Versus Retrograde Aortic Ventricular Entry to Reduce Systemic Emboli) was a multicenter randomized controlled comparative effectiveness trial. Patients with left …


Nitrate Ameliorates Alcohol-Induced Cognitive Impairment Via Oral Microbiota, Xiangxue Li, Zhaojun Ni, Weixiong Shi, Kangqing Zhao, Yanjie Zhang, Lina Liu, Zhong Wang, Jie Chen, Zhoulong Yu, Xuejiao Gao, Ying Qin, Jingwen Zhao, Wenjuan Peng, Jie Shi, Thomas R Kosten, Lin Lu, Lei Su, Yanxue Xue, Hongqiang Sun Apr 2025

Nitrate Ameliorates Alcohol-Induced Cognitive Impairment Via Oral Microbiota, Xiangxue Li, Zhaojun Ni, Weixiong Shi, Kangqing Zhao, Yanjie Zhang, Lina Liu, Zhong Wang, Jie Chen, Zhoulong Yu, Xuejiao Gao, Ying Qin, Jingwen Zhao, Wenjuan Peng, Jie Shi, Thomas R Kosten, Lin Lu, Lei Su, Yanxue Xue, Hongqiang Sun

Faculty, Staff and Students Publications

Alcohol use is associated with cognitive impairment and dysregulated inflammation. Oral nitrate may benefit cognitive impairment in aging through altering the oral microbiota. Similarly, the beneficial effects of nitrate on alcohol-induced cognitive decline and the roles of the oral microbiota merit investigation. Here we found that nitrate supplementation effectively mitigated cognitive impairment induced by chronic alcohol exposure in mice, reducing both systemic and neuroinflammation. Furthermore, nitrate restored the dysbiosis of the oral microbiota caused by alcohol consumption. Notably, removing the oral microbiota led to a subsequent loss of the beneficial effects of nitrate. Oral microbiota from donor alcohol use disordered …


Single-Cell Analyses Reveal A Functionally Heterogeneous Exhausted Cd8+ T-Cell Subpopulation That Is Correlated With Response To Checkpoint Therapy In Melanoma, Kelly M Mahuron, Osmaan Shahid, Prachi Sao, Clinton Wu, Alexandra M Haugh, Laura A Huppert, Lauren S Levine, Margaret M Lowe, Michael Alvarado, Markee Micu, Katy K Tsai, Melissa Chow, Meromit Singer, Jason M Schenkel, Arlene H Sharpe, Michael D Rosenblum, Kristen E Pauken, Adil I Daud Apr 2025

Single-Cell Analyses Reveal A Functionally Heterogeneous Exhausted Cd8+ T-Cell Subpopulation That Is Correlated With Response To Checkpoint Therapy In Melanoma, Kelly M Mahuron, Osmaan Shahid, Prachi Sao, Clinton Wu, Alexandra M Haugh, Laura A Huppert, Lauren S Levine, Margaret M Lowe, Michael Alvarado, Markee Micu, Katy K Tsai, Melissa Chow, Meromit Singer, Jason M Schenkel, Arlene H Sharpe, Michael D Rosenblum, Kristen E Pauken, Adil I Daud

Faculty, Staff and Student Publications

PD-1 pathway inhibitors have revolutionized cancer therapy. However, most patients do not durably benefit, highlighting the need for biomarkers to stratify patients as responders or nonresponders. Although CD8+ tumor-infiltrating lymphocytes (TIL) have been associated with immune checkpoint therapy response, there is no consensus on which CD8+ TIL subpopulations have the most prognostic value. Preclinical studies have focused on progenitor-like exhausted CD8+ T cells (TPEX) because TPEX proliferate more in response to PD-1 inhibitors than other exhausted T-cell (TEX) subpopulations. However, immune checkpoint inhibitor treatment drives TPEX differentiation into other TEX populations that can mediate antitumor immunity. These data complicate the …


Plasma Proteomic Biomarkers Of Physical Frailty In Heart Failure: A Propensity Score Matched Discovery-Based Pilot Study, Quin Denfeld, Noelle Pavlovic, Christopher Lee, Jon Jacobs, Mary Roberts Davis, Samantha Powell, Marina Gritsenko, Susan Joseph, Beth Habecker Apr 2025

Plasma Proteomic Biomarkers Of Physical Frailty In Heart Failure: A Propensity Score Matched Discovery-Based Pilot Study, Quin Denfeld, Noelle Pavlovic, Christopher Lee, Jon Jacobs, Mary Roberts Davis, Samantha Powell, Marina Gritsenko, Susan Joseph, Beth Habecker

Division of Cardiology Faculty Papers

BACKGROUND: Physical frailty is highly prevalent in heart failure (HF), but we lack an understanding of the underlying pathophysiology. Proteomic evaluation of plasma samples may elucidate potential mechanisms and biomarkers of physical frailty in HF.

OBJECTIVES: We aimed to identify plasma proteomic biomarkers that are differentially expressed between physically frail and non-physically frail adults with HF.

METHODS: This was a secondary analysis of a subset of data and plasma samples from a study of frailty among patients with New York Heart Association (NYHA) Functional Classification I-IV HF. Physical frailty was measured using the Frailty Phenotype Criteria. Propensity score matching was …


Evolution Of The Tumor Immune Landscape During Treatment With Tebentafusp, A T Cell Receptor-Cd3 Bispecific, Joseph Sacco, Peter Kirk, Emma Leach, Alexander Shoushtari, Richard Carvajal, Camille Britton-Rivet, Sophie Khakoo, Laura Collins, Luis De La Cruz-Merino, Zeynep Eroglu, Alexandra Ikeguchi, Paul Nathan, Omid Hamid, Marcus Butler, Sarah Stanhope, Koustubh Ranade, Takami Sato Apr 2025

Evolution Of The Tumor Immune Landscape During Treatment With Tebentafusp, A T Cell Receptor-Cd3 Bispecific, Joseph Sacco, Peter Kirk, Emma Leach, Alexander Shoushtari, Richard Carvajal, Camille Britton-Rivet, Sophie Khakoo, Laura Collins, Luis De La Cruz-Merino, Zeynep Eroglu, Alexandra Ikeguchi, Paul Nathan, Omid Hamid, Marcus Butler, Sarah Stanhope, Koustubh Ranade, Takami Sato

Department of Medical Oncology Faculty Papers

Metastatic uveal melanoma is an aggressive disease with poor outcome, which is refractory to immune checkpoint inhibitors. A T cell receptor (TCR)-based CD3 bispecific, tebentafusp, delivers clinical benefit in patients with metastatic uveal melanoma. Understanding the molecular basis for the anti-tumor activity of tebentafusp in an indication where checkpoint inhibitors are ineffective could aid in identification of other solid tumor indications where CD3 bispecifics may serve an unmet need. By analyzing tumor biopsies taken prior to treatment, early on-treatment, and at progression (NCT02570308), using RNA sequencing (RNA-seq) and immunohistochemistry (IHC), we show that expression of interferon-related genes in the tumor …


A Screening Question To Assess Risk Of Using Antibiotics Without A Prescription: A Diagnostic Study, Ashley Collazo, Eva Amenta, Kiara Olmeda, Marissa Valentine-King, Lindsey Laytner, Azalia Mancera, Roger Zoorob, Michael K Paasche-Orlow, Richard L Street, Barbara W Trautner, Larissa Grigoryan Apr 2025

A Screening Question To Assess Risk Of Using Antibiotics Without A Prescription: A Diagnostic Study, Ashley Collazo, Eva Amenta, Kiara Olmeda, Marissa Valentine-King, Lindsey Laytner, Azalia Mancera, Roger Zoorob, Michael K Paasche-Orlow, Richard L Street, Barbara W Trautner, Larissa Grigoryan

Faculty, Staff and Students Publications

Objectives: Non-prescription antibiotic use (using antibiotics without medical advice) is potentially unsafe and promotes antimicrobial resistance. We studied predictors of prior non-prescription use and whether screening for prior non-prescription antibiotic use predicted intention of future non-prescription antibiotic use.

Methods: The survey was performed from January 2020 - June 2021 in six public primary care clinics and two private emergency departments. Prior non-prescription users were respondents who reported taking oral antibiotics for symptoms without contacting a clinician. Intended use was defined by answering yes to the question, "would you use antibiotics without contacting a doctor/nurse/dentist/clinic." We examined predictors for prior non-prescription …


Atm-Dependent Dna Damage Response Constrains Cell Growth And Drives Clonal Hematopoiesis In Telomere Biology Disorders, Christopher M Sande, Stone Chen, Dana V Mitchell, Ping Lin, Diana M Abraham, Jessie Minxuan Cheng, Talia Gebhard, Rujul J Deolikar, Colby Freeman, Mary Zhou, Sushant Kumar, Michael Bowman, Robert L Bowman, Shannon Zheng, Bolormaa Munkhbileg, Qijun Chen, Natasha L Stanley, Kathy Guo, Ajibike Lapite, Ryan Hausler, Deanne M Taylor, James Corines, Jennifer Jd Morrissette, David B Lieberman, Guang Yang, Olga Shestova, Saar Gill, Jiayin Zheng, Kelcy Smith-Simmer, Lauren G Banaszak, Kyle N Shoger, Erica F Reinig, Madilynn Peterson, Peter Nicholas, Amanda J Walne, Inderjeet Dokal, Justin P Rosenheck, Karolyn A Oetjen, Daniel C Link, Andrew E Gelman, Christopher R Reilly, Ritika Dutta, R Coleman Lindsley, Karyn J Brundige, Suneet Agarwal, Alison A Bertuch, Jane E Churpek, Laneshia K Tague, F Brad Johnson, Timothy S Olson, Daria V Babushok Apr 2025

Atm-Dependent Dna Damage Response Constrains Cell Growth And Drives Clonal Hematopoiesis In Telomere Biology Disorders, Christopher M Sande, Stone Chen, Dana V Mitchell, Ping Lin, Diana M Abraham, Jessie Minxuan Cheng, Talia Gebhard, Rujul J Deolikar, Colby Freeman, Mary Zhou, Sushant Kumar, Michael Bowman, Robert L Bowman, Shannon Zheng, Bolormaa Munkhbileg, Qijun Chen, Natasha L Stanley, Kathy Guo, Ajibike Lapite, Ryan Hausler, Deanne M Taylor, James Corines, Jennifer Jd Morrissette, David B Lieberman, Guang Yang, Olga Shestova, Saar Gill, Jiayin Zheng, Kelcy Smith-Simmer, Lauren G Banaszak, Kyle N Shoger, Erica F Reinig, Madilynn Peterson, Peter Nicholas, Amanda J Walne, Inderjeet Dokal, Justin P Rosenheck, Karolyn A Oetjen, Daniel C Link, Andrew E Gelman, Christopher R Reilly, Ritika Dutta, R Coleman Lindsley, Karyn J Brundige, Suneet Agarwal, Alison A Bertuch, Jane E Churpek, Laneshia K Tague, F Brad Johnson, Timothy S Olson, Daria V Babushok

Faculty, Staff and Students Publications

Telomere biology disorders (TBDs) are genetic diseases caused by defective telomere maintenance. TBD patients often develop bone marrow failure and have an increased risk of myeloid neoplasms. To better understand the factors underlying hematopoietic outcomes in TBD, we comprehensively evaluated acquired genetic alterations in hematopoietic cells from 166 pediatric and adult TBD patients. Of these patients, 47.6% (28.8% of children, 56.1% of adults) had clonal hematopoiesis. Recurrent somatic alterations involved telomere maintenance genes (7.6%), spliceosome genes (10.4%, mainly U2AF1 p.S34), and chromosomal alterations (20.2%), including 1q gain (5.9%). Somatic variants affecting the DNA damage response (DDR) were identified in 21.5% …


Distinguishing Multisystem Inflammatory Syndrome In Children From Typhus Using Artificial Intelligence: Mis-C Versus Endemic Typhus (Ai-Met), Angela Chun, Abraham Bautista-Castillo, Isabella Osuna, Kristiana Nasto, Flor M Munoz, Gordon E Schutze, Sridevi Devaraj, Eyal Muscal, Marietta M De Guzman, Kristen Sexson Tejtel, Tiphanie P Vogel, Ioannis A Kakadiaris Apr 2025

Distinguishing Multisystem Inflammatory Syndrome In Children From Typhus Using Artificial Intelligence: Mis-C Versus Endemic Typhus (Ai-Met), Angela Chun, Abraham Bautista-Castillo, Isabella Osuna, Kristiana Nasto, Flor M Munoz, Gordon E Schutze, Sridevi Devaraj, Eyal Muscal, Marietta M De Guzman, Kristen Sexson Tejtel, Tiphanie P Vogel, Ioannis A Kakadiaris

Faculty, Staff and Students Publications

Background: The pandemic emergent disease multisystem inflammatory syndrome in children (MIS-C) following coronavirus disease-19 infection can mimic endemic typhus. We aimed to use artificial intelligence (AI) to develop a clinical decision support system that accurately distinguishes MIS-C versus endemic typhus (MET).

Methods: Demographic, clinical, and laboratory features rapidly available following presentation were extracted for 133 patients with MIS-C and 87 patients hospitalized due to typhus. An attention module assigned importance to inputs used to create the 2-phase AI-MET. Phase 1 uses 17 features to arrive at a classification manually (MET-17). If the confidence level is not surpassed, 13 additional features …


Volumetric Changes In Cerebellar Transverse Zones: Age And Sex Effects In Health And Neurological Disorders, Farshid Ghiyamihoor, Payam Paymani, Jarrad Perron, Azam Asemi-Rad, Mehdi Marzban, Aashka Mohite, Karen Ardila, Bara Aljada, Asghar Marzban, Mehnosh Toback, Sherif Eltonsy, Ji Hyun Ko, Tabrez J Siddiqui, Christopher J Steele, Jiming Kong, Mario Manto, M Ethan Macdonald, Jason S Gill, Roy V Sillitoe, Fuat Balcı, Iman Beheshti, Hassan Marzban Apr 2025

Volumetric Changes In Cerebellar Transverse Zones: Age And Sex Effects In Health And Neurological Disorders, Farshid Ghiyamihoor, Payam Paymani, Jarrad Perron, Azam Asemi-Rad, Mehdi Marzban, Aashka Mohite, Karen Ardila, Bara Aljada, Asghar Marzban, Mehnosh Toback, Sherif Eltonsy, Ji Hyun Ko, Tabrez J Siddiqui, Christopher J Steele, Jiming Kong, Mario Manto, M Ethan Macdonald, Jason S Gill, Roy V Sillitoe, Fuat Balcı, Iman Beheshti, Hassan Marzban

Duncan NRI Faculty and Staff Publications

Cerebellar volumetric changes are intricately linked to aging, with distinct patterns across its transverse zones, the functional subdivisions characterized by unique cytoarchitectural and connectivity profiles. Despite research efforts, the cerebellar aging process in health and neurological disorders remains poorly understood. In this study, we investigated the effects of age and sex on total cerebellum, transverse zone, and lobule volumes using MRI data from over 45,000 participants compiled from six neuroimaging datasets. We also propose a framework for estimating cerebellum age as an indicator of cerebellar health. Significant age‐dependent volume reductions were observed across transverse zones, with the …


Association Between High Triglyceride-Glucose Index And Macce In Hypertriglyceridemia Patients Undergoing Percutaneous Coronary Intervention, Yichuan Wang, Yanfeng Lu, Shanshan Gao, Zhong Zhong, Jasmine Bao, Bo Liu, Ruihan Fan, Ning Guo Apr 2025

Association Between High Triglyceride-Glucose Index And Macce In Hypertriglyceridemia Patients Undergoing Percutaneous Coronary Intervention, Yichuan Wang, Yanfeng Lu, Shanshan Gao, Zhong Zhong, Jasmine Bao, Bo Liu, Ruihan Fan, Ning Guo

SKMC Student Presentations and Publications

BACKGROUND: With a focus on metabolism-related cardiovascular diseases, the triglyceride-glucose (TyG) index has been used as a surrogate marker of insulin resistance in the prognosis of coronary heart disease. However, the prognostic role of the TyG index in patients with elevated triglycerides, still requires further research. This study aimed to investigate the association between the TyG index and Major Adverse Cardiac and Cerebrovascular Events (MACCE) in patients with hypertriglyceridemia undergoing drug-eluting stent percutaneous coronary intervention (DES-PCI).

METHODS: Out of 2250 patients, 813 with hypertriglyceridemia who underwent DES-PCI were retrospectively analyzed. MACCE was regarded as the primary endpoint. Kaplan-Meier (KM) curves …


Vacuum Erectile Devices For Erectile Dysfunction: Recommendations From The 5th International Consultation On Sexual Medicine, Run Wang, Francisco E Martins, David Ralph, Georgios Hatzichristodoulou, Daniar Osmonov, Justin Parker, Sung Hun Sean Park, Ignacio Moncada, Carlo Bettocchi, Ricardo Munarriz, Tobias Köhler Apr 2025

Vacuum Erectile Devices For Erectile Dysfunction: Recommendations From The 5th International Consultation On Sexual Medicine, Run Wang, Francisco E Martins, David Ralph, Georgios Hatzichristodoulou, Daniar Osmonov, Justin Parker, Sung Hun Sean Park, Ignacio Moncada, Carlo Bettocchi, Ricardo Munarriz, Tobias Köhler

Faculty, Staff and Student Publications

Introduction: Vacuum erectile device (VED) is 1 of the main approved therapies for erectile dysfunction (ED). The introduction of phosphodiesterase type 5 inhibitor (PDE5i) for ED significantly changed the roles of VED in contemporary sexual medicine.

Objective: To provide updated clinical evidence to inform health care providers on best practices with VED.

Methods: A consensus panel was held with leading sexual medicine experts during the 5th International Consultation on Sexual Medicine (ICSM). Relevant peer-reviewed literature was reviewed with focus on research from the last 10 years, but not limited to the last 10 years. The expert panel generated consensus statements …


Germline Pathogenic Drosha Variants Are Linked To Pineoblastoma And Wilms Tumor Predisposition, Peter N Fiorica, Lisa Golmard, Jung Kim, Riyue Bao, Frank Y Lin, Angshumoy Roy, Allison Pribnow, Melissa R Perrino, Julien Masliah-Planchon, Sophie Michalak-Provost, Jennifer Wong, Mathilde Filser, Dominique Stoppa-Lyonnet, Franck Bourdeaut, Afane Brahimi, Olivier Ingster, Giselle Saulnier Sholler, Sarah A Jackson, Mark M Sasaki, Trent Fowler, Anita Ng, Ryan J Corbett, Rebecca S Kaufman, Jeremy S Haley, David J Carey, Kuan-Lin Huang, Sharon J Diskin, Jo Lynne Rokita, Hussam Al-Kateb, Rose B Mcgee, Joshua D Schiffman, Kenneth S Chen, Douglas R Stewart, D Williams Parsons, Sharon E Plon, Kris Ann P Schultz, Kenan Onel Apr 2025

Germline Pathogenic Drosha Variants Are Linked To Pineoblastoma And Wilms Tumor Predisposition, Peter N Fiorica, Lisa Golmard, Jung Kim, Riyue Bao, Frank Y Lin, Angshumoy Roy, Allison Pribnow, Melissa R Perrino, Julien Masliah-Planchon, Sophie Michalak-Provost, Jennifer Wong, Mathilde Filser, Dominique Stoppa-Lyonnet, Franck Bourdeaut, Afane Brahimi, Olivier Ingster, Giselle Saulnier Sholler, Sarah A Jackson, Mark M Sasaki, Trent Fowler, Anita Ng, Ryan J Corbett, Rebecca S Kaufman, Jeremy S Haley, David J Carey, Kuan-Lin Huang, Sharon J Diskin, Jo Lynne Rokita, Hussam Al-Kateb, Rose B Mcgee, Joshua D Schiffman, Kenneth S Chen, Douglas R Stewart, D Williams Parsons, Sharon E Plon, Kris Ann P Schultz, Kenan Onel

Center for Medical Ethics and Health Policy Staff Publications

Purpose: DROSHA, DGCR8, and DICER1 regulate miRNA biogenesis and are commonly mutated in cancer. Although DGCR8 and DICER1 germline pathogenic variants (GPV) cause autosomal dominant tumor predisposition, no association between DROSHA GPVs and clinical phenotypes has been reported.

Experimental design: After obtaining informed consent, sequencing was performed on germline and tumor samples from all patients. The occurrence of germline DROSHA GPVs was investigated in large pediatric and adult cancer datasets. The population prevalence of DROSHA GPVs was investigated in the UK Biobank and Geisinger DiscovEHR cohorts.

Results: We describe nine children from eight families with heterozygous DROSHA GPVs and a …


Somatodendritic Orientation Determines Tdcs-Induced Neuromodulation Of Purkinje Cell Activity In Awake Mice, Carlos A Sánchez-León, Guillermo Sánchez-Garrido Campos, Marta Fernández, Álvaro Sánchez-López, Javier F Medina, Javier Márquez-Ruiz Apr 2025

Somatodendritic Orientation Determines Tdcs-Induced Neuromodulation Of Purkinje Cell Activity In Awake Mice, Carlos A Sánchez-León, Guillermo Sánchez-Garrido Campos, Marta Fernández, Álvaro Sánchez-López, Javier F Medina, Javier Márquez-Ruiz

Faculty, Staff and Students Publications

Transcranial direct-current stimulation (tDCS) of the cerebellum is a promising non-invasive neuromodulatory technique being proposed for the treatment of neurological and neuropsychiatric disorders. However, there is a lack of knowledge about how externally applied currents affect neuronal spiking activity in cerebellar circuits in vivo. We investigated how Cb-tDCS affects the firing rate of Purkinje cells (PC) and non-PC in the mouse cerebellar cortex to understand the underlying mechanisms behind the polarity-dependent modulation of neuronal activity induced by tDCS. Mice (n=9) were prepared for the chronic recording of local field potentials (LFPs) to assess the actual electric field gradient imposed by …


Surgical Mitral Valve Repair Vs Replacement After Failed Mitral Transcatheter Edge-To-Edge Repair: The Cutting-Edge Registry., Mateo Marin-Cuartas, Jagdip Kang, Thilo Noack, Manuela De La Cuesta, Markus Krane, Volkmar Falk, Lenard Conradi, Christian Hagl, Maurizio Taramasso, Tom C Nguyen, D Scott Lim, Gorav Ailawadi, Michael J Mack, Robert L Smith, Anita W Asgar, Kendra J Grubb, Luigi Pirelli, Paolo Denti, Thomas Modine, Michael J Reardon, Tamim M Nazif, Vinayak N Bapat, Tsuyoshi Kaneko, Philipp Kiefer, Michael A Borger, Gilbert H L Tang, Syed Zaid Apr 2025

Surgical Mitral Valve Repair Vs Replacement After Failed Mitral Transcatheter Edge-To-Edge Repair: The Cutting-Edge Registry., Mateo Marin-Cuartas, Jagdip Kang, Thilo Noack, Manuela De La Cuesta, Markus Krane, Volkmar Falk, Lenard Conradi, Christian Hagl, Maurizio Taramasso, Tom C Nguyen, D Scott Lim, Gorav Ailawadi, Michael J Mack, Robert L Smith, Anita W Asgar, Kendra J Grubb, Luigi Pirelli, Paolo Denti, Thomas Modine, Michael J Reardon, Tamim M Nazif, Vinayak N Bapat, Tsuyoshi Kaneko, Philipp Kiefer, Michael A Borger, Gilbert H L Tang, Syed Zaid

Faculty, Staff and Students Publications

Background: The impact of mitral valve (MV) surgery type after failed mitral transcatheter edge-to-edge repair (M-TEER) has not been well studied.

Objectives: The aim of this study was to compare the outcomes of MV repair vs replacement after failed M-TEER.

Methods: From 2009 to 2020, a total of 332 patients across 34 centers from the CUTTING-EDGE registry underwent MV surgery after M-TEER. Outcomes were compared between MV repair and replacement. Primary outcomes included 30-day mortality and 1-year survival after MV surgery.

Results: Among enrolled patients (mean age 73.8 ± 10.1 years, median Society of Thoracic Surgeons Predicted Risk of Mortality …


Proteogenomic Characterization Of Non-Functional Pancreatic Neuroendocrine Tumors Unravels Clinically Relevant Subgroups, Shunrong Ji, Lihua Cao, Jing Gao, Yang Du, Zeng Ye, Xin Lou, Fen Liu, Yehan Zhang, Junfeng Xu, Xiaohan Shi, Huan Wang, Penghao Li, Yikai Li, Hongxu Chen, Zhicheng Yang, Suizhi Gao, Wuhu Zhang, Dan Huang, Shujuan Ni, Miaoyan Wei, Fei Wang, Yan Wang, Tian Ding, Desheng Jing, Guixiong Fan, Zhiyun Gong, Renquan Lu, Yi Qin, Jie Chen, Xiaowu Xu, Pei Wang, Bing Zhang, Li Ding, Ana I Robles, Henry Rodriguez, David K Chang, Ralph H Hruban, Dong Gao, Daming Gao, Gang Jin, Hu Zhou, Jianmin Wu, Xianjun Yu Apr 2025

Proteogenomic Characterization Of Non-Functional Pancreatic Neuroendocrine Tumors Unravels Clinically Relevant Subgroups, Shunrong Ji, Lihua Cao, Jing Gao, Yang Du, Zeng Ye, Xin Lou, Fen Liu, Yehan Zhang, Junfeng Xu, Xiaohan Shi, Huan Wang, Penghao Li, Yikai Li, Hongxu Chen, Zhicheng Yang, Suizhi Gao, Wuhu Zhang, Dan Huang, Shujuan Ni, Miaoyan Wei, Fei Wang, Yan Wang, Tian Ding, Desheng Jing, Guixiong Fan, Zhiyun Gong, Renquan Lu, Yi Qin, Jie Chen, Xiaowu Xu, Pei Wang, Bing Zhang, Li Ding, Ana I Robles, Henry Rodriguez, David K Chang, Ralph H Hruban, Dong Gao, Daming Gao, Gang Jin, Hu Zhou, Jianmin Wu, Xianjun Yu

Faculty, Staff and Students Publications

The majority of neuroendocrine neoplasms in pancreas are non-functional pancreatic neuroendocrine tumors (NF-PanNETs), which exhibit a high occurrence of distant metastases with limited therapeutic options. Here, we perform a comprehensive molecular characterization of 108 NF-PanNETs through integrative analysis of genomic, transcriptomic, proteomic, and phosphoproteomic profiles. Proteogenomic analysis provides functional insights into the genomic driver alterations of NF-PanNETs, revealing a potential mediator of MEN1 alterations using Men1-conditional knockout mice. Machine-learning-based modeling uncovers a three-protein signature as an independent prognostic factor, which is validated by an independent external cohort. Proteomic and phosphoproteomic-based stratification identifies four subtypes with distinct molecular characteristics, immune microenvironments, …