Digital Commons Network^™

Uncovering Hidden Prognostic Patterns In Colorectal Cancer Histology Using Unsupervised Learning: A Computational Pathology Study, Wen-Tong Zhou, Yong Liu, Gang Yu, Kuan-Song Wang, Chao Xu, Jonathan Greenbaum, Chong Wu, Lin-Dong Jiang, Christopher J Papasian, Hong-Mei Xiao, Hong-Wen Deng

Faculty, Staff and Student Publications

Colorectal cancer (CRC) remains a leading cause of cancer mortality globally, yet current histopathological diagnostics capture only limited features. This study aimed to discover subtle, prognostically significant histomorphological patterns in CRC tissues using unsupervised deep learning. We developed a framework integrating convolutional neural networks with deep clustering, trained on 23,341 image patches from 493 patients. We identified 30 distinct histomorphological clusters from CRC tissue images. Through univariate and multivariate survival analyses, three clusters (Cluster13, Cluster19, and Cluster24) were consistently associated with patient prognosis. These clusters were integrated with clinical factors (T stage, N stage, and differentiation degree) to construct a …

Telemedicine As A Gateway To Early-Phase Oncology Trials: Lessons From 14,000 Patients And Future Directions For Global Access And Equity, Carlos Torrado, Clark R Andersen, Lei Kang, Amanda L Brink, Taiwo Adesoye, Hung Le, Clover J Patterson, Anna Poullard, Jessica A Osburn, Harold N Tan, Mohamed A Gouda, Sheena Charles, Gabriele E Urschel, Tin-Yun Tang, David S Hong, Stephane Champiat, Aung Naing, Apostolia M Tsimberidou, Ecaterina E Dumbrava, Sarina A Piha-Paul, Jordi Rodon, Timothy A Yap, Paula R Pohlmann, Funda Meric-Bernstam, Siqing Fu

Faculty, Staff and Student Publications

Background: Telemedicine expanded rapidly during the COVID-19 pandemic, but its role in early-phase oncology trials remains uncertain. We evaluated its impact on recruitment, enrollment, equity, and access in a large phase I program.

Patients and methods: We retrospectively analyzed patients seen for first consultation in the MD Anderson Phase I Program (2016-2023). Recruitment (consent) and enrollment (treatment initiation) were compared by visit type, race/ethnicity, and geography across pre-pandemic (2016-2019), pandemic (2020-March 11, 2023), and post-public health emergency (PHE; March-December 2023) periods. A chart review of 400 patients validated findings.

Results: Of 14,085 patients, 7,247 were evaluated post-pandemic, with 36% (n …

Pan-Cancer Evolution Signatures Link Clonal Expansion To Dynamic Changes In The Tumor Immune Microenvironment, Xinyu Yang, Wei Liu, Geoff Macintyre, Peter Van Loo, Florian Markowetz, Peter Bailey, Ke Yuan

Faculty, Staff and Student Publications

Cancer is an evolutionary process characterized by profound intratumor heterogeneity (ITH), which can be quantified using in silico estimates of cancer cell fractions (CCFs) of tumor-specific somatic mutations. We demonstrate a data-driven approach based on CCF distributions to identify 4 robust pan-cancer evolutionary signatures from 4,146 tumors across 17 cancer types in The Cancer Genome Atlas (TCGA). These signatures define a continuum of cancer cell fractions reflecting neutral evolution, clonal expansion, and clonal fixation. Correlating evolutionary signatures with mutational and biological programs reveals that tumors enriched for clonal expansion and fixation are associated with immune evasion and distinct changes in …

Mist: A Hierarchical Bayesian Framework For Detecting Differential Dna Methylation Dynamics In Single-Cell Data, Daoyu Duan, Wenjing Ma, Wen Tang, Hao Wu, Liangliang Zhang, Hao Feng

Faculty, Staff and Student Publications

Recent advancements in single-cell DNA methylation (scDNAm) sequencing technologies have enabled the profiling of epigenetic landscapes at unprecedented resolution, offering insights into cellular heterogeneity, differentiation and evolution. Trajectory inference, which orders cells along pseudotime, allows researchers to track genomics changes across continuous cell states and identify key loci exhibiting differential methylation. However, no methods currently exist to model methylation changes along pseudotime in scDNAm data. Here, we present a hierarchical Bayesian framework for scDNAm data analysis. Our method, named mist (methylation inference for single-cell along trajectory), models stage-specific biological variations, identifies genomic features with significant methylation changes along pseudotime, and …

International Consensus-Driven Recommendations For Patient-Reported Outcome Research Objectives In Early Phase Dose-Finding Oncology Trials: Optimise-Ror, Emily Alger, Olalekan Lee Aiyegbusi, Amylou C Dueck, Anna Minchom, Madeline Pe, John D Peipert, Claire Snyder, Stefan N Symeonides, Roger Wilson, Ethan Basch, Yu Qiao, Susan E Bates, Helen Bulbeck, Lizzie Dean, Massimo Di Maio, Aaron R Hansen, Olga Kholmanskikh, Ken Kobayashi, Dónal Landers, Christophe Le Tourneau, J Jack Lee, Brigette B Y Ma, Lynley V Marshall, Sheetal Patel, Joan Petrie, Gregory R Pond, Kieran Prior, Khadija R Rantell, John F Reeve, Olga Solovyeva, Nolan A Wages, Harald A Weber, Melanie J Calvert, Christina Yap

Faculty, Staff and Student Publications

Purpose: There is growing scientific interest in incorporating patient-reported outcomes (PROs) in early phase dose-finding oncology trials (DFOTs) to assess tolerability, inform dose selection, and guide later stage trial design. However, research indicates that PRO objectives in DFOTs are often unclear. The Incorporating Patient-Reported Outcomes in Dose-Finding Trials-Research Objectives Recommendations (OPTIMISE-ROR) project was established to support trialists to effectively incorporate PROs into DFOTs.

Methods: Using the Enhancing Quality and Transparency of Health Research (EQUATOR) Network's methodological framework, guideline development included the following: (1) a methodological review of published DFOTs incorporating PROs; (2) candidate item generation, refined through expert consultation; (3) …

Dual Phagocytosis-Checkpoint Blockade Revitalizes Immune Surveillance In Mouse Models Of Glioblastoma, Jonghoon Ha, Yifan Wang, Yifan Ma, Annette Wu, Shiyan Dong, Seong Dong Jeong, Jared L Edwards, Mengyu Chang, Yen-Tzu Chang, Xiaotian Wang, Maurice Dufilho, Michelle Najarro Torres, Shannon Mccabe, Weiye Deng, Adam J Grippin, Jeffrey S Weinberg, Shaan M Raza, Franco Demonte, Ian E Mccutcheon, Sujit Prabhu, Sherise D Ferguson, Chibawanye I Ene, Kadir Akdemir, Sreyashi Basu, Sonali Jindal, Benjamin R Schrank, Jian Hu, Sangeeta Goswami, Vinay K Puduvalli, Frederick F Lang, Kristin Huntoon, Padmanee Sharma, Betty Y S Kim, Wen Jiang

Faculty, Staff and Student Publications

Macrophage-mediated phagocytosis of tumor cells elicits potent antitumor immunity. Nonetheless, sole-blockade of the anti-phagocytosis molecule CD47 has yielded insufficient therapeutic outcomes. Here, we report that glioblastoma (GBM) cells expressed abundant levels of phagocytosis checkpoint CD24. We further show that dual blockade of CD24 and CD47 synergistically enhances the pro-phagocytic activity of macrophages, thereby improving tumor antigen cross-presentation and activating the cyclic GMP-AMP synthase-stimulator of interferon genes (cGAS-STING) pathway. This innate immune activation facilitates T cell infiltration into tumors and sensitizes tumors to anti-PD1 therapy, improving survival outcomes in murine GBM models, including immunosuppressive tumors reflecting human GBM-like features. Thus, our …

Microrna-625-3p Increases Chemosensitivity In Ovarian Cancer Cells Through Decreasing Ssx2ip-Mediated Cisplatin Export In Extracellular Vesicles, Chi-Lam Au-Yeung, Tetsushi Tsuruga, Marina A Talor, Yadira J Pacheco, Guangan He, Zahid H Siddik, Byeong J Cha, Suet-Ying Kwan, Kwong-Kwok Wong, Kay-Pong Yip, Samuel C Mok

Faculty, Staff and Student Publications

Introduction: Advanced-stage high-grade serous ovarian cancer (HGSC) is a disease that is difficult to manage due to its heterogeneous clinical behavior. No reliable prediction of response to chemotherapy is currently available and the overall survival rate remains poor. Herein, we sought to determine the molecular mechanisms by which microRNAs (miRNAs) confer chemoresistance in ovarian cancer and demonstrate the efficacy of targeting miRNAs to sensitize HGSC to cisplatin treatment.

Methods: Next-generation miRNA sequencing was performed using microdissected HGSC specimens to identify an miRNA signature for intrinsic chemoresistance, and miR-625-3p was selected for further study. The effects of miR-625-3p on cisplatin sensitivity …

Kinetic Human Movement Ontology: A Semantic Terminology Model To Symbolically Represent Physiological Movement, Muhammad Amith, Vivian Ha, Eloisa Nguyen, Yang Gong, Ahsiya Lin, Cui Tao, Licong Cui

Faculty, Staff and Student Publications

Cataloging physiological and anatomical terminologies may provide a fundamental basis for bridging the involvement of muscles, skeletal, and other essential parts in human movement, in addition to understanding their role on human morbidity. We present a general formalized ontology model that focuses on anatomical and physiological entities that are active during human movement, called the Kinetic Human Movement Ontology (KHMO). We developed a model to represent human movement that links human postures using OWL2. We used the model to assemble various open-sourced controlled terminologies involved in human movement - anatomical entities, physiological terms, etc. KHMO presents 1954 classes, 42 properties, …

Cancers 2025: Growing With Quality, Samuel C Mok

Faculty, Staff and Student Publications

As we enter 2026, we take a moment to reflect on the progress of Cancers over the past year [...].

Childhood Maltreatment And Deviations From Normative Brain Structure: A Mega-Analysis Of 3,711 Individuals From The Enigma Mdd And Enigma Ptsd Working Groups, Haley R Wang, Zhen-Qi Liu, Elena Pozzi, Ahmed Hussain, Priyanka Sigar, Chadi Abdallah, Nina Alexander, Justin Baker, Jochen Bauer, Jennifer Urbano Blackford, Josh Cisler, Colm G Connolly, Andrew Cotton, Judith Daniels, Udo Dannlowski, Maria Densmore, Terri Deroon-Cassini, Danai Dima, Stefan Du Plessis, Amit Etkin, Negar Fani, Lukas Fisch, Jacklynn Fitzgerald, Thomas Frodl, Cynthia H Y Fu, Ali Saffet Gonul, Evan M Gordon, Ian Gotlib, Roberto Goya-Maldonado, Nynke A Groenewold, Dominik Grotegerd, Tim Hahn, J Paul Hamilton, Laura Han, Ilan Harpaz-Rotem, Courtney C Haswell, Ryan Herringa, Julia Herzog, Jonathan Ipser, Neda Jahanshad, Tanja Jovanovic, Milissa Kaufman, Tilo Kircher, Maximilian Konowski, Sheri-Michelle Koopowitz, Axel Krug, John Krystal, Ruth Lanius, Christine Larson, Amit Lazarov, Lauren Lebois, Elisabeth Leehr, Ifat Levy, Meng Li, Antje Manthey, Adi Maron-Katz, Andrew Mcintosh, Katie Mclaughlin, Susanne Meinert, Benson Mwangi, Steven M Nelson, Igor Nenadić, Yuval Neria, Richard Neufeld, Amar Ojha, Bunmi Olatunji, Elizabeth A Olson, Nils Opel, Matthew Peverill, Kerry Ressler, Marisa Ross, Isabelle Rosso, Matthew Sacchet, Kelly Sambrook, Christian Schmahl, Soraya Seedat, Martha E Shenton, Maurizio Sicorello, Anika Sierk, Jair C Soares, Dan J Stein, Frederike Stein, Murray B Stein, Benjamin Suarez-Jimenez, Jean Théberge, Sophia I Thomopoulos, Carissa Tomas, Paula Usemann, Leigh L Van Den Heuvel, Sanne Van Rooij, Henrik Walter, Martin Walter, Xin Wang, Heather Whalley, Nils R Winter, Mon-Ju Wu, Hong Xie, Tony Yang, Xi Zhu, Sigal Zilcha-Mano, Giovana B Zunta-Soares, Sophia Frangou, Paul M Thompson, Lauren Salminen, Delin Sun, Rajendra Morey, Jennifer S Stevens, Lianne Schmaal, Tiffany C Ho

Faculty, Staff and Student Publications

Background: Childhood maltreatment (CM), encompassing abuse and neglect, is highly prevalent and associated with elevated risk for Major Depressive Disorder (MDD), Posttraumatic Stress Disorder (PTSD), and other related conditions. The extent to which neuroanatomical alterations in MDD and PTSD are attributable to CM, however, is uncertain.

Methods: Here, we analyzed CM and whole-brain MRI data from 3,711 participants in the ENIGMA MDD and PTSD Working Groups (25 sites; 33.3±13.0 years; 59.9% female). Normative modeling estimated deviation z-scores for 14 subcortical volumes (SV), 68 cortical thickness (CT), and 68 surface area (SA) measures. To identify transdiagnostic effects, associations between CM and …

Proteomic Profiling Of Pulmonary Function And Cardiovascular Disease Risk In The Atherosclerosis Risk In Communities Study, Yura Lee, Astrid M Manuel, Ngoc Quynh H Nguyen, Christine Ladd-Acosta, Alanna C Morrison, Kari E North, Eric Boerwinkle, Amil M Shah, Zhongming Zhao, Stephanie J London, Bing Yu

Faculty, Staff and Student Publications

Background: Pulmonary function is linked to cardiovascular disease risk; however, the underlying mechanisms remain unclear. We aimed to identify protein biomarkers associated with pulmonary function and examine their impact on incident chronic obstructive pulmonary disease, coronary heart disease, heart failure, and all-cause mortality.

Methods: Data from White and Black Americans in the Atherosclerosis Risk in Communities study (visit 2: N=11 354, mean age=57 years; visit 5: N=3517, mean age=75 years), a prospective cohort, were analyzed. Linear regression assessed associations between protein levels and pulmonary function measures, including forced expiratory volume in 1 second and forced vital capacity. The impact of …

Pregnancy, Cancer, And Radiation-A Modern Refresher, Kelly Kisling, Sandra M Meyers, Rebecca Milman, Susan Richardson, Christina Chapman, Justine Dupere, Grace Eliason, Suzanne Evans, Titania Juang, Young Lee, Jeffrey Masten, Julia Maues, Rachel Newman, Mike Silosky, Catherine Song, Catheryn Yashar, Sara Thrower

Faculty, Staff and Student Publications

Cancer occurs in ∼1 per 1000 pregnancies; thousands of patients may require radiation procedures for diagnosis and treatment each year in the United States alone. This rare but high-risk scenario, coupled with fear of radiation, has created ambiguity in the ideal management of pregnant patients. Without a comprehensive guide for the use of radiation in imaging and treatment for pregnant cancer patients, it is difficult for providers to offer optimal patient-centered care without introducing disparities. The goal of this paper is to provide guidance on the use of radiation for screening, diagnosis, staging, and treatment of cancer, while highlighting gaps …

Influence Of Body Composition On The Efficacy Of Nivolumab Plus Ipilimumab For Metastatic Clear Cell Renal Cell Carcinoma, Kabir Grewal, Maria Julia Moura Nascimento Santos, Pankaj Kumar Chauhan, Kai Yu, Nizar M Tannir, Sagar S Mukhida, Neha Venkatesh, Amishi Y Shah, Amado J Zurita, Andrew C Johns, Matthew T Campbell, Sangeeta Goswami, Jianjun Gao, Eric Jonasch, Jennifer L Mcquade, Omar Alhalabi, Pavlos Msaouel, Andrew W Hahn

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitor therapy (ICI) with nivolumab+ipilimumab is a first-line (1L) standard for metastatic clear cell renal cell carcinoma (ccRCC), yet outcomes remain heterogeneous. Increasing evidence suggests that host factors influence the tumor microenvironment and response to ICI. Although higher body mass index (BMI) has been associated with improved outcomes in several malignancies, BMI is an imprecise surrogate for underlying adipose and muscle compartments. We evaluated the association between body composition and outcomes with 1L nivolumab+ipilimumab in metastatic ccRCC.

Methods: We retrospectively analyzed patients with mccRCC treated with 1L nivolumab+ipilimumab at MD Anderson Cancer Center between June 2015 and …

Ectopic B Lymphocyte Follicles Exacerbate Ischemic Brain Damage Via Mif-Cd74/Cxcr4 And Interferon Signaling, Sheng Yang, Hang Zhang, Lu-Lu Xu, Luo-Qi Zhou, Yun-Hui Chu, Lian Chen, Xiao-Wei Pang, Lu-Yang Zhang, Li-Fang Zhu, Ming-Hao Dong, Ke Shang, Jun Xiao, Long-Jun Wu, Wei Wang, Dai-Shi Tian, Chuan Qin

Faculty, Staff and Student Publications

Neuroinflammation, encompassing both innate and adaptive immune responses, plays a crucial role in ischemic stroke. Although B lymphocytes are central to adaptive immunity, their contributions to ischemic stroke remain poorly understood. Here, we demonstrated that B lymphocytes accumulate in ischemic lesions, forming germinal center-like structures at the later stage after stroke, which mainly depended on in situ proliferation. This accumulation correlated with worsened neuroinflammation and ischemic injury, whereas B cell depletion reduced chronic brain damage during stroke. Mechanistically, microglia recruited B cells into ischemic lesions through MIF-CD74/CXCR4 signaling during the early phase of stroke, while IFN-related pathways in B cells …

Surface Morphometrics Reveals Local Membrane Thickness Variation In Organellar Subcompartments, Michaela Medina, Ya-Ting Chang, Hamidreza Rahmani, Mark Frank, Zidan Khan, Daniel Fuentes, Frederick A Heberle, M Neal Waxham, Benjamin A Barad, Danielle A Grotjahn

Faculty, Staff and Student Publications

Lipid bilayers form the basis of organellar architecture, structure, and compartmentalization in the cell. Decades of biophysical, biochemical, and imaging studies on purified or in vitro-reconstituted liposomes have shown that variations in lipid composition influence the physical properties of membranes, such as thickness and curvature. However, similar studies characterizing these membrane properties within the native cellular context have remained technically challenging. Recent advancements in cellular cryo-electron tomography (cryo-ET) imaging enable high-resolution, three-dimensional views of native organellar membrane architecture preserved in near-native conditions. We previously developed a "Surface Morphometrics" pipeline that generates surface mesh reconstructions to model and quantify cellular membrane …

Poly(Adp-Ribose) Glycohydrolase Enforces P21 Degradation Via Deparylation To Promote Gastric Cancer Progression, Yangchan Hu, Qimei Bao, Yixing Huang, Yan Wang, Xin Zhao, Junjun Nan, Yuxin Meng, Mingcong Deng, Yuancong Li, Zirui Zhuang, Hanyi He, Dan Zu, Yuke Zhong, Chunkai Zhang, Bing Wang, Ran Li, Yanhua He, Qihan Wang, Min Liu, John A Tainer, Yin Shi, Xiangdong Cheng, Ji Jing, Zu Ye

Faculty, Staff and Student Publications

Dysregulation of cell cycle checkpoints is a cancer hallmark, with ubiquitination-controlled protein stability playing a pivotal role. Although p21, a key cyclin-dependent kinase inhibitor, is tightly regulated by ubiquitin-mediated degradation, the key upstream modulators of its ubiquitination remain incompletely defined. Here, we identify poly(ADP-ribose) glycohydrolase (PARG) as a regulator of p21 stability in gastric cancer (GC) cells. We show that PARG expression is markedly upregulated in GC tissues and correlates with poor patient prognosis. Functional assays revealed that genetic depletion of PARG triggers G2/M phase arrest and impairs GC cell proliferation. Mechanistically, we demonstrate that PARG loss enhances p21 PARylation, …

Mechanometabolism Instructs Hematopoietic Stem Cell Specification, Paulina D Horton, Alina Syed, Michelle Winkler, Abishek B Vaidya, Michael Rariden, Neha Arora, Yong Zhou, Michihiro Kobayashi, Momoko Yoshimoto, Hyun Jung Lee, Hyun-Eui Kim, John P Hagan, Catherine Denicourt, Travis I Moore, Pamela L Wenzel

Faculty, Staff and Student Publications

Mechanical force generated by blood flow stimulates emergence of the first hematopoietic stem cells (HSCs) that populate the blood system. Force drives the transition of HSC precursors from an endothelial to hematopoietic identity, yet the molecular regulation of this fate switch remains poorly understood. We report that shear stress triggers adaptation in mitochondrial composition, ultrastructure, and function, which are essential for hematopoietic fate and engraftment potential. Shear stress remodels mitochondria in hemogenic endothelium by promoting mitochondrial gene transcription and protein synthesis. Laminar flow selectively initiates translation of 5' terminal polypyrimidine (5'TOP) motif-containing transcripts, which commonly encode ribosome and translation machinery. …

Histologic Analysis Of Peri-Implant Soft Tissue Around External Hexagon And Morse Taper Implant Connections, Daniel Sartorelli Marques De Castro, Jefferson David Melo De Matos, Jozely Francisca Mello Lima, Guilherme Da Rocha Scalzer Lopes, Mário Alexandre Coelho Sinhoreti, Daher Antonio Queiroz, Carlos Do Reis Pereira De Araújo

Faculty, Staff and Student Publications

Background: Twenty patients rehabilitated with screw-retained full-arch implant-supported prostheses functioning for at least one year were included.

Material and methods: This clinical study included 20 patients rehabilitated with screw-retained full-arch implant-supported prostheses in function for at least 1 year. Participants were allocated into two groups according to the implant-abutment connection design: external hexagon (EH; n = 10) and Morse taper (MT; n = 10). One peri-implant soft tissue biopsy specimen was obtained from each patient and processed for hematoxylin-eosin staining. Histological evaluation assessed epithelial hyperplasia, epithelial organization, inflammatory infiltrate intensity, and connective tissue fibrosis. Data normality was assessed using the …

Apoe And Plasma Ad Biomarkers: The Role Of Genetic Ancestry In Hispanics/Latinos, Caitlin Cheung, Natasha Z Anita, Paola Filigrana, Myriam Fornage, Kevin A Gonzalez, Linda C Gallo, Carmen R Isasi, Robert C Kaplan, Xihao Li, Freddie Márquez, Humberto Parada, Krista M Perreira, Alberto R Ramos, Tatjana Rundek, Wassim Tarraf, Fernando D Testai, Charles Decarli, Hector M González, Tamar Sofer

Faculty, Staff and Student Publications

Background: Apolipoprotein E (APOE) alleles are well-established genetic risk factors for Alzheimer's disease (AD), but their effects on AD biomarkers (amyloid beta [Aβ]42/40, phosphorylated tau [p-tau]181, neurofilament light chain [NfL], and glial fibrillary acidic protein [GFAP]) may vary across populations due to ancestry-, age-, and sex-related differences. We hypothesized that these effects vary across Hispanic/Latino background groups with distinct ancestral admixture.

Methods: We analyzed ε2 and ε4 allele associations with AD biomarkers using survey-weighted linear regression models, adjusting for demographic covariates. Secondary analyses examined genetic analysis group- and ancestry-specific effects.

Results: ε4 was associated with lower Aβ42/40 and higher p-tau181and …

Brief Report: Long-Acting Injectable Prep Can Substantially Reduce Hiv Incidence In Los Angeles County: A Simulation Study, Aditya Khanna, Francis Lee, Katrina Schrode, Daniel Sheeler, Anna Hotton, John Schneider, Kayo Fujimoto, Siri Chirumamilla, Ekow Kwa Sey, Nina T Harawa

Faculty, Staff and Student Publications

Background: Although oral pre-exposure prophylaxis (PrEP) has been instrumental in decreasing HIV incidence, its daily dosing regimen poses adherence challenges. Using an agent-based network model informed by empirical data, we simulate the impact of introducing long-acting injectable (LAI) PrEP among young Black men who have sex with men (YBMSM) in Los Angeles County, a group disproportionately affected by HIV.

Setting: Computer simulations using an agent-based network model.

Methods: We modeled HIV transmission among YBMSM over 10 years under scenarios varying the proportion of PrEP users opting for LAI instead of oral medications and adherence levels to LAI retention. The model …

Associations Of Moderate-To-Vigorous Physical Activity Timing With Type 2 Diabetes Incidence In Uk Biobank And Prevalent Glycemic Measures In Nhanes, Qiuyu Feng, Gali Albalak, Linjun Ao, Qian Xiao, Heming Wang, Jeroen H P M Van Der Velde, Jessica C Kiefte-De Jong, Martin K Rutter, Charles E Matthews, Joshua R Freeman, Ko Willems Van Dijk, Diana Van Heemst, Raymond Noordam

Faculty, Staff and Student Publications

Objective: We assessed the association between timing of moderate-to-vigorous physical activity (MVPA) with incident type 2 diabetes (T2D) and glycemic measures.

Research design and methods: Regression models were used to assess associations between accelerometer-derived MVPA timing and incident T2D in UK Biobank (UKB) (n = 84,528, prospective), prevalent diabetes, and glycemic measures in the National Health and Nutrition Examination Survey (NHANES) (n = 6,998, cross-sectional).

Results: In UKB, with early morning (0500-0959) MVPA as reference and before adjustment for total MVPA, "variable-timing" MVPA was associated with the lowest incident T2D risk; while after adjustment, afternoon-evening MVPA (1500-2400) showed the lowest …

Early Behavioral And Cognitive Changes In Patients With Pathologically Confirmed Alzheimer Disease, Lewy Body Dementia, And Mixed Dementia, Ming Wang, Hongke Wu, Aaron Bonner-Jackson, Yiming Chen, Wen Tang, Hao Feng, Lijun Zhang, Chixiang Chen, James B Leverenz, Jagan A Pillai

Faculty, Staff and Student Publications

Background and objectives: Alzheimer's disease pathology (ADP) and Lewy body pathology (LBP) are traditionally associated with distinct cognitive profiles. However, growing evidence highlights the role of behavioral and psychological symptoms of dementia (BPSD) in shaping clinical presentations. The combined influence of cognitive and behavioral symptoms across neuropathologically confirmed ADP, LBP, and mixed AD-LBP has not been systematically examined. This study aimed to identify clinically meaningful subtypes by jointly analyzing cognitive performance and BPSD profiles in individuals with autopsy-confirmed dementia pathology.

Methods: This retrospective longitudinal cohort study used data from the National Alzheimer Coordinating Center (NACC), collected across multiple U.S. Alzheimer's …

Pharmacokinetic Modeling Strategies For Dynamic Hyperpolarized Urea Imaging, Keith A Michel, Collin J Harlan, Christopher M Walker, Matthew E Merritt, Yunyun Chen, Stephen Y Lai, James A Bankson

Faculty, Staff and Student Publications

Purpose: To evaluate pharmacokinetic modeling methods for quantification of tissue perfusion/permeability with hyperpolarized 13C urea.

Methods: Three models for quantitative analysis of dynamic HP urea imaging data were proposed and evaluated in numerical simulations and a thyroid cancer mouse model. A multicompartment model resembling the extended Tofts model for DCE-MRI (Model I) and two simplified models were used. The simplified models each eliminate a volume parameter representing vascular (Model II) or impermeable cellular space (Model III). Signal curves were generated from Model I, and models were fit to these synthetic data to quantify the effects of acquisition settings, bias in …

Information Extraction From Clinical Notes: Are We Ready To Switch To Large Language Models?, Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina K Keloth, Vincent J Zhang, Ruey-Ling Weng, Cathy Shyr, Qingyu Chen, Xiaoqian Jiang, Kirk E Roberts, Hua Xu

Faculty, Staff and Student Publications

Objectives: To assess the performance, generalizability, and computational efficiency of instruction-tuned Large Language Model Meta AI (LLaMA)-2 and LLaMA-3 models compared to bidirectional encoder representations from transformers (BERT) for clinical information extraction (IE) tasks, specifically named entity recognition (NER) and relation extraction (RE).

Materials and methods: We developed a comprehensive annotated corpus of 1588 clinical notes from 4 data sources-UT Physicians (UTP) (1342 notes), Transcribed Medical Transcription Sample Reports and Examples (MTSamples) (146), Medical Information Mart for Intensive Care (MIMIC)-III (50), and Informatics for Integrating Biology and the Bedside (i2b2) (50), capturing 4 clinical entities (problems, tests, medications, other treatments) …

A Patient-Derived Organ-On-Chip Platform For Modeling The Tumor Microenvironment And Drug Responses In Pancreatic Cancer, Darbaz Adnan, Natan Roberto De Barros, Luca S Santovito, Xuhong Cheng, Kristi M Lawrence, Mariah K Barnett, Martine D Boetto, Neal Mehta, Ajaypal Singh, Lin Cheng, Xiangsheng Huang, Faraz Bishehsari

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) is a fatal malignancy. Current conventional chemotherapeutics are inadequate in controlling the disease; hence, there is an urgent need for precision medicine. Ex vivo models that replicate the tumor and its microenvironment can advance precision medicine in PDAC. Patient‐derived organoids (PDOs) offer a promising solution by retaining the functional features of the tumor, allowing for individualized study of cancer biology and drug response. However, PDOs fall short in replicating the tumor microenvironment (TME), which includes various stromal and immune cells influencing tumor growth and chemoresistance. We hypothesize that combining PDO technology with organ‐on‐a‐chip (OoC) systems can …

[Factors Associated With Adhd Medication Adherence And Treatment Outcomes, Hali Temkin, Kerri L Daniel, Diana Martinez, Julia C Bennett, Paris A Nix, Linh Nguyen, Yen-Chi Le, Bruno Kluwe-Schiavon, Cesar A Soutullo

Faculty, Staff and Student Publications

Introduction: Attention-Deficit/Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder that affects 5 to 8% of youth and 2.5 to 4% of adults. Pharmacological treatments are among the most effective when treating ADHD, yet adherence to medication is still sub-optimal. We reviewed the literature on clinical and socio demographic factors that may influence adherence and compared it to our clinical data.

Methods: We conducted a targeted literature review on factors associated with ADHD medication adherence. These factors were compared within our sample of patients aged 3-18 with ADHD at the Child and Adolescent Mood Disorders Program (ChAMP) at (UT Health) - Houston. …

Childhood Pulmonary Outcomes After Late Preterm Antenatal Corticosteroids, Cynthia Gyamfi-Bannerman, Rebecca G Clifton, Robert A Wise, Alan T N Tita, Jessica A De Voest, Sharon A Mcgrath-Morrow, Elizabeth C Matsui, Sean C Blackwell, Monica Longo, Sabine Z Bousleiman, Felecia Ortiz, Sankaran Krishnan, Dwight J Rouse, Torri D Metz, George R Saade, Maged M Costantine, Kent D Heyborne, John M Thorp, Kelly S Gibson, Geeta K Swamy, William A Grobman, Yasser Y El-Sayed, George A Macones, Eunice Kennedy Shriver National Institute Of Child Health And Human Development Maternal-Fetal Medicine Units Network And The National Heart, Lung, And Blood Institute

Faculty, Staff and Student Publications

Objective: To evaluate whether antenatal betamethasone affects childhood respiratory impairment.

Methods: This was a prospective follow-up study of children aged 6 years and older from parents in the ALPS (Antenatal Late Preterm Steroids) trial randomized to betamethasone or placebo from 34 0/7 to 36 6/7 weeks of gestation. Primary outcome composite included the following: 1) abnormal spirometry, forced expiratory volume in 1 second (FEV 1 ) below the lower limit of normal, FEV 1 /forced vital capacity (FVC) below the lower limit of normal, or FVC below the lower limit of normal, defined as below the 5th percentile by the …

Impact Of Mutational Landscape And Burden On Rbc Transfusion Response In Patients With Lower-Risk Myelodysplastic Syndromes (Lr-Mds) In The Commands Study, Rami S Komrokji, Sheida Hayati, Manuel Ugidos, Guillermo Garcia-Manero, Matteo Giovanni Della Porta, Amer M Zeidan, Valeria Santini, Uwe Platzbecker, Anita K Gandhi, Rajasekhar N V S Suragani

Faculty, Staff and Student Publications

The COMMANDS trial established luspatercept as a first‐line treatment for anemia in transfusion‐dependent lower‐risk (LR) myelodysplastic syndromes (MDS). Here we report red blood cell (RBC) transfusion response analysis based on somatic mutations profile and disease risk for patients treated with luspatercept or epoetin alfa in the COMMANDS trial. Of 350 evaluable patients, 238 (68.0%) had MDS with multiple lineage dysplasia and ring sideroblasts (RS) according to World Health Organization 2016 criteria, and 320 (91.4%) had somatic mutations in ≥ 1 gene (median, 2) with median variant allele frequencies (VAF) of 2%–59%. Mutation profiles were similar in the treatment groups. Luspatercept …

Reconstruction Of A Composite Heel Defect Using Achilles Tendon Allograft And Latissimus Dorsi Free Flap: Case Report And Literature Review, Georgios Karamitros, Carolyn Drogt, Stephen J Warner, Michael P Grant, Gregory A Lamaris

Faculty, Staff and Student Publications

Background: Composite heel defects involving the Achilles tendon and overlying soft tissue are rare and technically demanding. Successful management requires restoration of tendon continuity and durable coverage. We reviewed the literature and presented a representative case to illustrate current strategies.

Methods: A literature review of 28 studies that reported outcomes of Achilles tendon reconstruction with concomitant soft tissue coverage was performed. Tendon restoration techniques(allografts, autografts, vascularized grafts) and flap types (muscle and fasciocutaneous) were analyzed for functional recovery, complication rates, and donor-site morbidity. Additionally, we report the case of a 14-year-old woman with a 7-cm Achilles tendon defect and full-thickness …

Beyond Short Microhomologies: Mismatch-Compatible Pol Θ-Mediated Dna Damage Repair, Yuzhen Li, Richard D Wood

Faculty, Staff and Student Publications

DNA polymerase θ (Pol θ)-mediated end-joining (TMEJ), one of several pathways for repairing DNA double-strand breaks, is traditionally thought to initiate via anchoring at short, consecutive, and perfectly matched microhomologies (MHs). Emerging evidence indicates that Pol θ can utilize MHs containing mismatches both in vitro and in vivo. This revised definition of MH provides a mechanistic explanation for a broader spectrum of Pol θ-dependent repair outcomes. Here, we summarize recent findings on the revised definition of MHs utilized by Pol θ, assess the applicability of this concept across species, and compare TMEJ with other (micro)hom(e)ology-mediated repair pathways. We explore how …