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Global Burden Of 292 Causes Of Death In 204 Countries And Territories And 660 Subnational Locations, 1990–2023: A Systematic Analysis For The Global Burden Of Disease Study 2023, Gbd 2023 Causes Of Death Collaborators Oct 2025

Global Burden Of 292 Causes Of Death In 204 Countries And Territories And 660 Subnational Locations, 1990–2023: A Systematic Analysis For The Global Burden Of Disease Study 2023, Gbd 2023 Causes Of Death Collaborators

Faculty, Staff and Students Publications

Background: Timely and comprehensive analyses of causes of death stratified by age, sex, and location are essential for shaping effective health policies aimed at reducing global mortality. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2023 provides cause-specific mortality estimates measured in counts, rates, and years of life lost (YLLs). GBD 2023 aimed to enhance our understanding of the relationship between age and cause of death by quantifying the probability of dying before age 70 years (70q0) and the mean age at death by cause and sex. This study enables comparisons of the impact of causes of …


Visualization Of Lysosomal Membrane Proteins By Cryo Electron Tomography, Bridget M Mcveigh, José J De Jesús-Pérez, Dirk H Siepe, Prerana Gogoi, Shrawan Kumar Mageswaran, Marian Kalocsay, Elaine M Mihelc, Vera Y Moiseenkova-Bell Oct 2025

Visualization Of Lysosomal Membrane Proteins By Cryo Electron Tomography, Bridget M Mcveigh, José J De Jesús-Pérez, Dirk H Siepe, Prerana Gogoi, Shrawan Kumar Mageswaran, Marian Kalocsay, Elaine M Mihelc, Vera Y Moiseenkova-Bell

Faculty, Staff and Student Publications

Lysosomes are essential organelles for cellular homeostasis and signaling, with dysfunction linked to neurological disorders, lysosomal storage diseases, and cancer. While proteomics has advanced our understanding of lysosomal composition, the structural characterization of lysosomal membrane proteins in their native environment remains a significant challenge. Here, we developed a cryo electron tomography workflow to visualize lysosomal membrane proteins within intact, native lysosomal membranes. We isolated endolysosomes by independently targeting two lysosomal membrane proteins, transient receptor potential mucolipin 1 and transmembrane protein 192, enriching organelles that exhibited the expected morphology and proteomic composition of the endolysosomal system. Sub-tomogram averaging enabled the structural …


Cep76 Impairment At The Centrosome-Cilium Interface Contributes To A Spectrum Of Ciliopathies, Kamal Khan, Erika Tavares, Katherine Bishara, Aysegul Ozanturk, Leila Qebibo, Stephan Frangakis, Daniel G Calame, Isabelle Meunier, Béatrice Bocquet, Rafal Ploski, Mohammad Ayman Al Khateeb, Dana Marafi, Luke Mansard, Lena Damaj, Richard A Lewis, Farid Ullah, Thomas Arbogast, Jackson P Ogden, Madeleine Harion, Marjolaine Willems, Maha S Zaki, Tobias Bartolomaeus, Anne-Françoise Roux, James R Lupski, Malgorzata Rydzanicz, Rami Abou Jamra, Francis Ramond, Elise Heon, Lydie Burglen, Erica E Davis Oct 2025

Cep76 Impairment At The Centrosome-Cilium Interface Contributes To A Spectrum Of Ciliopathies, Kamal Khan, Erika Tavares, Katherine Bishara, Aysegul Ozanturk, Leila Qebibo, Stephan Frangakis, Daniel G Calame, Isabelle Meunier, Béatrice Bocquet, Rafal Ploski, Mohammad Ayman Al Khateeb, Dana Marafi, Luke Mansard, Lena Damaj, Richard A Lewis, Farid Ullah, Thomas Arbogast, Jackson P Ogden, Madeleine Harion, Marjolaine Willems, Maha S Zaki, Tobias Bartolomaeus, Anne-Françoise Roux, James R Lupski, Malgorzata Rydzanicz, Rami Abou Jamra, Francis Ramond, Elise Heon, Lydie Burglen, Erica E Davis

Faculty, Staff and Students Publications

Dysfunction at the centrosome-cilium interface underlies a broad range of ciliopathies. Here, we identify biallelic variants in CEP76, encoding a centrosomal protein, in eight unrelated individuals presenting with neurodevelopmental, ocular, and variable additional multisystem features. Proband-derived fibroblasts and CEP76-depleted RPE1 cells display ciliary deficits, including impaired cilium formation and length, disrupted transition zone architecture, and impaired IFT88-mediated anterograde intraflagellar transport. Zebrafish cep76 mutants recapitulate key clinical phenotypes, and in vitro complementation assays confirm pathogenicity for all tested human disease-associated variants. Proteomics analysis identifies CEP76 interactors, including known partners CCP110 and CEP97, and highlights clinically and functionally relevant candidates, including …


Metabolic Impact Of Dietary Glycine Supplementation In Individuals With Severe Obesity, Hong Chang Tan, Jean W Hsu, E Shyong Tai, Shaji Chacko, Vieon Wu, Paul M Yen, Jean-Paul Kovalik, Farook Jahoor Oct 2025

Metabolic Impact Of Dietary Glycine Supplementation In Individuals With Severe Obesity, Hong Chang Tan, Jean W Hsu, E Shyong Tai, Shaji Chacko, Vieon Wu, Paul M Yen, Jean-Paul Kovalik, Farook Jahoor

Faculty, Staff and Students Publications

Glycine plays a central role in human metabolism, and an adequate supply is required for synthesizing glutathione (GSH), eliminating excess metabolites as acylglycine via the glycine conjugation detoxification pathway, and maintaining 1-carbon cycle activity. However, glycine is deficient in individuals with severe obesity, which may compromise these pathways and metabolic health. This exploratory study examines whether dietary glycine supplementation could correct glycine deficiency and impairments in glycine-dependent metabolic pathways. 19 participants with severe obesity (BMI 38.3 ± 5.3 kg/m2) were treated with dietary glycine (100 mg/kg/day) for two weeks. We found that treatment significantly increased the plasma concentration of glycine …


Genetic Determinants And Genomic Consequences Of Non-Leukemogenic Somatic Point Mutations, Joshua S Weinstock, Sharjeel A Chaudhry, Maria Ioannou, Maria Viskadourou, Paula Reventun, Yasminka A Jakubek, L Alexander Liggett, Cecelia Laurie, Jai G Broome, Alyna Khan, Kent D Taylor, Xiuqing Guo, Patricia A Peyser, Eric Boerwinkle, Nathalie Chami, Eimear E Kenny, Ruth J Loos, Bruce M Psaty, Russell P Tracy, Jennifer A Brody, Jeong H Yun, Michael H Cho, Ramachandran S Vasan, Sharon L Kardia, Jennifer A Smith, Laura M Raffield, Aurelian Bidulescu, Emily C O'Brien, Mariza De Andrade, Jerome I Rotter, Stephen S Rich, Russell P Tracy, Yii Der Ida Chen, C Charles Gu, Chao A Hsiung, Charles Kooperberg, Bernhard Haring, Rami Nassir, Rasika Mathias, Alex Reiner, Vijay G Sankaran, Charles J Lowenstein, Thomas W Blackwell, Goncalo R Abecasis, Albert V Smith, Hyun M Kang, Pradeep Natarajan, Siddhartha Jaiswal, Alexander Bick, Wendy S Post, Paul Scheet, Paul Auer, Theodoros Karantanos, Alexis Battle, Marios Arvanitis Oct 2025

Genetic Determinants And Genomic Consequences Of Non-Leukemogenic Somatic Point Mutations, Joshua S Weinstock, Sharjeel A Chaudhry, Maria Ioannou, Maria Viskadourou, Paula Reventun, Yasminka A Jakubek, L Alexander Liggett, Cecelia Laurie, Jai G Broome, Alyna Khan, Kent D Taylor, Xiuqing Guo, Patricia A Peyser, Eric Boerwinkle, Nathalie Chami, Eimear E Kenny, Ruth J Loos, Bruce M Psaty, Russell P Tracy, Jennifer A Brody, Jeong H Yun, Michael H Cho, Ramachandran S Vasan, Sharon L Kardia, Jennifer A Smith, Laura M Raffield, Aurelian Bidulescu, Emily C O'Brien, Mariza De Andrade, Jerome I Rotter, Stephen S Rich, Russell P Tracy, Yii Der Ida Chen, C Charles Gu, Chao A Hsiung, Charles Kooperberg, Bernhard Haring, Rami Nassir, Rasika Mathias, Alex Reiner, Vijay G Sankaran, Charles J Lowenstein, Thomas W Blackwell, Goncalo R Abecasis, Albert V Smith, Hyun M Kang, Pradeep Natarajan, Siddhartha Jaiswal, Alexander Bick, Wendy S Post, Paul Scheet, Paul Auer, Theodoros Karantanos, Alexis Battle, Marios Arvanitis

Faculty, Staff and Students Publications

Clonal hematopoiesis (CH) is defined by the expansion of a lineage of genetically identical cells in blood. Genetic lesions that confer a fitness advantage, such as leukemogenic point mutations or mosaic chromosomal alterations (mCAs), are frequent mediators of CH. However, recent analyses of both single cell-derived colonies of hematopoietic cells and population sequencing cohorts have revealed CH frequently occurs in the absence of known driver genetic lesions. To characterize CH without known driver genetic lesions, we use 51,399 deeply sequenced whole genomes from the NHLBI TOPMed sequencing initiative to perform simultaneous germline and somatic mutation analyses among individuals without leukemogenic …


Dietary Patterns For Weight And Glycemic Management In Persons With Type 1 Diabetes: A Meta-Analysis Of Clinical Trials, Daria Igudesman, Laura M Nally, Alyssa A Grimshaw, Craig G Gunderson, Elizabeth G Considine, Laura M Jacobsen, Mustafa Tosur, Peter A Gottlieb, Irl B Hirsch, Lori M Laffel, Jennifer L Sherr, Chantal Mathieu, Richard E Pratley Oct 2025

Dietary Patterns For Weight And Glycemic Management In Persons With Type 1 Diabetes: A Meta-Analysis Of Clinical Trials, Daria Igudesman, Laura M Nally, Alyssa A Grimshaw, Craig G Gunderson, Elizabeth G Considine, Laura M Jacobsen, Mustafa Tosur, Peter A Gottlieb, Irl B Hirsch, Lori M Laffel, Jennifer L Sherr, Chantal Mathieu, Richard E Pratley

Children’s Nutrition Research Center Staff Publications

Background: Medical nutrition therapy is fundamental for managing glycemia and weight in type 1 diabetes, yet dietary guidance specific to this population and relevant subgroups is lacking.

Purpose: We synthesized the interventional literature investigating diet patterns for glycemic and weight management in youth and adults with type 1 diabetes, with attention to interindividual variation that suggests the need for precision approaches. The protocol was prospectively registered (CRD42024519941).

Data sources: AMED, CINAHL, Cochrane Library, Ovid MEDLINE, Ovid Embase, Google Scholar, and Web of Science Core Collection were searched from January 2011 to June 2024.

Study selection: Clinical trials ≥4 weeks with …


Competition Between Tool And Hand Motion Impairs Movement Planning In Limb Apraxia, Simon Thibault, John B. Yates, Laurel J. Buxbaum, Aaron L. Wong Oct 2025

Competition Between Tool And Hand Motion Impairs Movement Planning In Limb Apraxia, Simon Thibault, John B. Yates, Laurel J. Buxbaum, Aaron L. Wong

Moss-Magee Rehabilitation Papers

Tool use is a complex motor planning problem. Prior research suggests that planning to use tools involves resolving competition between different tool-related action representations. We therefore reasoned that competition may also be exacerbated with tools for which the motions of the tool and the hand are incongruent (e.g., pinching the fingers to open a clothespin). If this hypothesis is correct, we should observe marked deficits in planning the use of incongruent as compared with congruent tools in individuals with limb apraxia following left hemisphere stroke (LCVA), a disorder associated with abnormal action competition. We asked 34 individuals with chronic LCVA …


Hydralazine Inhibits Cysteamine Dioxygenase To Treat Preeclampsia And Senesce Glioblastoma, Kyosuke Shishikura, Jiasong Li, Yiming Chen, Nate R. Mcknight, Thomas P. Keeley, Katelyn A. Bustin, Eric W. Barr, Snehil R. Chilkamari, Mahaa Ayub, Sun Woo Kim, Zongtao Lin, Ren-Ming Hu, Kelly Hicks, Xie Wang, Donald M. O'Rourke, J. Martin Bollinger, Zev A. Binder, William H. Parsons, Kirill A. Martemyanov, Aimin Liu, Megan L. Matthews Oct 2025

Hydralazine Inhibits Cysteamine Dioxygenase To Treat Preeclampsia And Senesce Glioblastoma, Kyosuke Shishikura, Jiasong Li, Yiming Chen, Nate R. Mcknight, Thomas P. Keeley, Katelyn A. Bustin, Eric W. Barr, Snehil R. Chilkamari, Mahaa Ayub, Sun Woo Kim, Zongtao Lin, Ren-Ming Hu, Kelly Hicks, Xie Wang, Donald M. O'Rourke, J. Martin Bollinger, Zev A. Binder, William H. Parsons, Kirill A. Martemyanov, Aimin Liu, Megan L. Matthews

SKMC Student Presentations and Publications

Hydralazine (HYZ), a treatment for preeclampsia and hypertensive crisis, is listed by the World Health Organization as an essential medicine. Its mode of action has remained unknown through its seven decades of clinical use. Here, we identify 2-aminoethanethiol dioxygenase (ADO), a key mediator of targeted protein degradation, as a selective HYZ target. The drug chelates ADO's metallocofactor and can alkylate one of its ligands. The resultant inactivation stabilizes regulators of G protein signaling (RGS4 and RGS5) that ADO normally marks for proteolysis, explaining the drug's vasodilatory activity and comporting with observations of diminished RGS levels in both clinical preeclampsia and …


Large Language Models As Information Providers For Appropriate Antimicrobial Use: Computational Text Analysis And Expert-Rated Comparison Of Chatgpt, Claude And Gemini, Marcello Di Pumpo, Maria Rosaria Gualano, Danilo Buonsenso, Francesca Raffaelli, Daniele Donà, Vittorio Maio, Patrizia Laurenti, Walter Ricciardi, Leonardo Villani Oct 2025

Large Language Models As Information Providers For Appropriate Antimicrobial Use: Computational Text Analysis And Expert-Rated Comparison Of Chatgpt, Claude And Gemini, Marcello Di Pumpo, Maria Rosaria Gualano, Danilo Buonsenso, Francesca Raffaelli, Daniele Donà, Vittorio Maio, Patrizia Laurenti, Walter Ricciardi, Leonardo Villani

College of Population Health Faculty Papers

OBJECTIVES: Antimicrobial resistance is a critical public health threat. Large language models (LLMs) show great capability for providing health information. This study evaluates the effectiveness of LLMs in providing information on antibiotic use and infection management.

METHODS: Using a mixed-method approach, responses to healthcare expert-designed scenarios from ChatGPT 3.5, ChatGPT 4.0, Claude 2.0 and Gemini 1.0, in both Italian and English, were analysed. Computational text analysis assessed readability, lexical diversity and sentiment, while content quality was assessed by three experts via DISCERN tool.

RESULTS: 16 scenarios were developed. A total of 101 outputs and 5454 Likert-scale (1-5) scores were obtained …


Tng260 Is A Small-Molecule Corest Inhibitor That Sensitizes Stk11-Mutant Tumors To Anti-Pd-1 Immunotherapy, Leanne G Ahronian, Soumyadip Sahu, Minjie Zhang, Ayushi S Patel, Ke Geng, Reshmee Bhattacharya, Gerald S Falchook, Jonathan W Goldman, Alexander I Spira, Salman R Punekar, David R Spigel, Judy S Wang, Ferdinandos Skoulidis, Janaye Stephens, Mary Meynardie, Jaylen M Powell, Alfonso Lopez, Michela Ranieri, Magdalena A Ploszaj, Yi Jer Tan, Yeuan Ting Lee, Yi Yu, Jiehui Deng, Ting Chen, Patrick Mccarren, Alice Tsai, Suleman S Hussain, Brian Doyon, Kenjie Amemiya, Jacques Ermolieff, Preksha Shahagadkar, Nikitha M Das, Lauren R Flynn, Julie A Shields, Laney Danielczyk, Brian J Mcmillan, Andre Mignault, Samuel R Meier, Hsin-Jung Wu, David J Guerin, Douglas A Whittington, Chengyin Min, Iga Sienczylo, John P Maxwell, Heather J Dibenedetto, Hideo Watanabe, Brian B Haines, Alan Huang, Adam Crystal, Jannik N Andersen, Xinyuan Wu, Kwok-Kin Wong Oct 2025

Tng260 Is A Small-Molecule Corest Inhibitor That Sensitizes Stk11-Mutant Tumors To Anti-Pd-1 Immunotherapy, Leanne G Ahronian, Soumyadip Sahu, Minjie Zhang, Ayushi S Patel, Ke Geng, Reshmee Bhattacharya, Gerald S Falchook, Jonathan W Goldman, Alexander I Spira, Salman R Punekar, David R Spigel, Judy S Wang, Ferdinandos Skoulidis, Janaye Stephens, Mary Meynardie, Jaylen M Powell, Alfonso Lopez, Michela Ranieri, Magdalena A Ploszaj, Yi Jer Tan, Yeuan Ting Lee, Yi Yu, Jiehui Deng, Ting Chen, Patrick Mccarren, Alice Tsai, Suleman S Hussain, Brian Doyon, Kenjie Amemiya, Jacques Ermolieff, Preksha Shahagadkar, Nikitha M Das, Lauren R Flynn, Julie A Shields, Laney Danielczyk, Brian J Mcmillan, Andre Mignault, Samuel R Meier, Hsin-Jung Wu, David J Guerin, Douglas A Whittington, Chengyin Min, Iga Sienczylo, John P Maxwell, Heather J Dibenedetto, Hideo Watanabe, Brian B Haines, Alan Huang, Adam Crystal, Jannik N Andersen, Xinyuan Wu, Kwok-Kin Wong

Faculty, Staff and Student Publications

Patients with non–small cell lung cancer (NSCLC) with loss of the tumor suppressor gene STK11 are resistant to immune checkpoint therapies like anti–PD-1. In this study, we conducted an in vivo CRISPR screen that identified histone deacetylase 1 as a target to reverse anti–PD-1 resistance driven by loss of STK11 and developed TNG260, a potent small-molecule inhibitor of the CoREST complex with selectivity exceeding previously generated inhibitors in this class in preclinical studies. Treatment with TNG260 led to increased expression of immunomodulatory genes in STK11-deficient cancer cells. When combined with anti–PD-1, TNG260 induced immune-mediated stasis and/or regression in STK11 …


Conversion Of Failed Anatomic Total Shoulder Arthroplasty To Reverse Shoulder Arthroplasty Yields Similar Pain And Functional Outcomes To Primary Reverse Shoulder Arthroplasty But Has A Higher Baseplate Failure Rate: A Matched Cohort Study., Kevin A Hao, Trevor G Simcox, Keegan M Hones, Jonathan O Wright, Thomas W Wright, Tyler Lamonica, Bradley S Schoch, Joseph J King Oct 2025

Conversion Of Failed Anatomic Total Shoulder Arthroplasty To Reverse Shoulder Arthroplasty Yields Similar Pain And Functional Outcomes To Primary Reverse Shoulder Arthroplasty But Has A Higher Baseplate Failure Rate: A Matched Cohort Study., Kevin A Hao, Trevor G Simcox, Keegan M Hones, Jonathan O Wright, Thomas W Wright, Tyler Lamonica, Bradley S Schoch, Joseph J King

Faculty, Staff and Student Publications

Background: To investigate whether patients who initially underwent anatomic total shoulder arthroplasty (aTSA) for glenohumeral osteoarthritis and were subsequently revised to reverse TSA (rTSA) due to rotator cuff failure or glenoid loosening ultimately attained a similar clinical outcome compared with those who underwent primary rTSA and identify predictors of poor outcomes in the former population.

Methods: We did a single-center retrospective review of 63 shoulders who underwent revision rTSA after primary aTSA that failed due to glenoid component loosening (n = 32), rotator cuff failure (n = 24), or recurrent instability (n = 7). Pain and functional outcomes at minimum …


Preoperative Brain Mapping Predicts Language Outcomes After Eloquent Tumor Resection, Matthew T Muir, Kyle Noll, Sarah Prinsloo, Hayley Michener, Jeffrey I Traylor, Vinodh A Kumar, Chibawanye I Ene, Sherise Ferguson, Ho-Ling Liu, Jeffrey S Weinberg, Frederick Lang, Brian A Taylor, Stephanie J Forkel, Sujit S Prabhu Oct 2025

Preoperative Brain Mapping Predicts Language Outcomes After Eloquent Tumor Resection, Matthew T Muir, Kyle Noll, Sarah Prinsloo, Hayley Michener, Jeffrey I Traylor, Vinodh A Kumar, Chibawanye I Ene, Sherise Ferguson, Ho-Ling Liu, Jeffrey S Weinberg, Frederick Lang, Brian A Taylor, Stephanie J Forkel, Sujit S Prabhu

Faculty, Staff and Student Publications

When operating on gliomas near critical language regions, surgeons risk either leaving residual tumor or inducing permanent postoperative language deficits (PLDs). Despite the advent of intraoperative mapping techniques, subjective judgments frequently determine important surgical decisions. We aim to inform data-driven surgery by constructing a non-invasive mapping approach that quantitatively predicts the impact of individual surgical decisions on long-term language function. This study included 79 consecutive patients undergoing resection of language-eloquent gliomas. Patients underwent preoperative navigated transcranial magnetic stimulation (TMS) language mapping to identify language-positive sites ("TMS points") and their associated white matter tracts ("TMS tracts") as well as formal language …


Resilience And Vulnerabilities Of Tumor Cells Under Purine Shortage Stress, Jianpeng Yu, Chen Jin, Cheng Su, David Moon, Michael A Sun, Hong Zhang, Xue Jiang, Fan Zhang, Nomi Tserentsoodol, Michelle L Bowie, Christopher J Pirozzi, Daniel J George, Robert Wild, Xia Gao, David M Ashley, Yiping He, Jiaoti Huang Oct 2025

Resilience And Vulnerabilities Of Tumor Cells Under Purine Shortage Stress, Jianpeng Yu, Chen Jin, Cheng Su, David Moon, Michael A Sun, Hong Zhang, Xue Jiang, Fan Zhang, Nomi Tserentsoodol, Michelle L Bowie, Christopher J Pirozzi, Daniel J George, Robert Wild, Xia Gao, David M Ashley, Yiping He, Jiaoti Huang

Faculty, Staff and Students Publications

Purpose: Purine metabolism is a promising therapeutic target in cancer; however, how cancer cells respond to purine shortage, particularly their adaptation and vulnerabilities, remains unclear.

Experimental design: Using the recently developed purine shortage-inducing prodrug DRP-104 and genetic approaches, we investigated the responses in prostate, lung, and glioma cancer models.

Results: We demonstrate that when de novo purine biosynthesis is compromised, cancer cells employ microtubules to assemble purinosomes, multiprotein complexes of de novo purine biosynthesis enzymes that enhance purine biosynthesis efficiency. Although this process enables tumor cells to adapt to purine shortage stress, it also renders them more susceptible to the …


The Use Of Social Prescribing And Community-Based Wellbeing Activities As A Potential Prevention And Early Intervention Pathway To Improve Adolescent Emotional And Social Development: A Systematic Mapping Review, Siobhan B. Mitchell, Lucy Cartwright, Alex Gude, Alison Bethel, Harriet Hunt, Jane R. Smith, Daniel Hayes, Marcello Bertotti, Paul Jarvis-Beesley, Vashti Berry, Kerryn Husk Oct 2025

The Use Of Social Prescribing And Community-Based Wellbeing Activities As A Potential Prevention And Early Intervention Pathway To Improve Adolescent Emotional And Social Development: A Systematic Mapping Review, Siobhan B. Mitchell, Lucy Cartwright, Alex Gude, Alison Bethel, Harriet Hunt, Jane R. Smith, Daniel Hayes, Marcello Bertotti, Paul Jarvis-Beesley, Vashti Berry, Kerryn Husk

Peninsula Medical School

BACKGROUND: Social prescribing (SP) initiatives which aim to connect individuals to community-based assets have received increased research and policy attention, however schemes have mostly centred on adults. There is little research examining how social prescribing might work for children and young people (CYP), and specifically, what pathways into social prescribing look like for this group.

METHODS: We conducted a systematic mapping review to understand what social prescribing pathways look like for CYP. Searches were carried out in February 2022. We reviewed published journal articles and grey literature on pathways for CYP accessing activities or services in the community. We synthesised …


Alterations Of The Upper Respiratory Microbiome Among Children Living With Hiv Infection In Botswana, Sweta M Patel, John Farirai, Mohamed Z Patel, Sifelane Boiditswe, Leabaneng Tawe, Shimane Lekalake, Mogomotsi Matshaba, Andrew P Steenhoff, Tonya Arscott-Mills, Kristen A Feemster, Samir S Shah, Nathan Thielman, Coleen K Cunningham, Lawrence A David, David M Murdoch, Matthew S Kelly Oct 2025

Alterations Of The Upper Respiratory Microbiome Among Children Living With Hiv Infection In Botswana, Sweta M Patel, John Farirai, Mohamed Z Patel, Sifelane Boiditswe, Leabaneng Tawe, Shimane Lekalake, Mogomotsi Matshaba, Andrew P Steenhoff, Tonya Arscott-Mills, Kristen A Feemster, Samir S Shah, Nathan Thielman, Coleen K Cunningham, Lawrence A David, David M Murdoch, Matthew S Kelly

Faculty, Staff and Students Publications

Children living with HIV (CLWH) are at high risk of colonization and infection by respiratory pathogens, though this risk can be reduced by other microbes in the upper respiratory microbiome. The impact of HIV infection on the pediatric upper respiratory microbiome is poorly understood, and we sought to address this knowledge gap by identifying associations between HIV infection and the nasopharyngeal microbiomes of Batswana children. We enrolled Batswana CLWH (< 5 years) and age- and sex-matched HIV-exposed, uninfected and HIV-unexposed, uninfected children in a cross-sectional study. We used shotgun metagenomic sequencing to compare nasopharyngeal microbiomes by HIV status. Among the 143 children in this study, HIV and HIV-associated immunosuppression were associated with alterations in nasopharyngeal microbiome composition, including lower abundances of Corynebacterium species associated with resistance to bacterial pathogen colonization. These findings suggest that the upper respiratory microbiome may contribute to the high risk of respiratory infections among CLWH.


Stereoelectroencephalography Reveals Neural Signatures Of Multisensory Integration In The Human Superior Temporal Sulcus During Audiovisual Speech Perception, Yue Zhang, John F Magnotti, Xiang Zhang, Zhengjia Wang, Yingjia Yu, Kathryn A Davis, Sameer A Sheth, H Isaac Chen, Daniel Yoshor, Michael S Beauchamp Oct 2025

Stereoelectroencephalography Reveals Neural Signatures Of Multisensory Integration In The Human Superior Temporal Sulcus During Audiovisual Speech Perception, Yue Zhang, John F Magnotti, Xiang Zhang, Zhengjia Wang, Yingjia Yu, Kathryn A Davis, Sameer A Sheth, H Isaac Chen, Daniel Yoshor, Michael S Beauchamp

Faculty, Staff and Students Publications

Human speech perception is multisensory, integrating auditory information from the talker's voice with visual information from the talker's face. BOLD fMRI studies have implicated the superior temporal gyrus (STG) in processing auditory speech and the superior temporal sulcus (STS) in integrating auditory and visual speech, but as an indirect hemodynamic measure, fMRI is limited in its ability to track the rapid neural computations underlying speech perception. Using stereoelectroencephalography (sEEG) electrodes, we directly recorded from the STG and STS in 42 epilepsy patients (25F, 17M). Participants identified single words presented in auditory, visual, and audiovisual formats with and without added auditory …


Addressing Barriers To Care For African American Men Facing Prostate Cancer: A Scoping Review Of Navigation Programs, Ashley Nicole Smith, Brittany A. Campbell, Ghilamichael Andemeskel, Peggy Tahir, Joseph Egbunikeokye, Tisha M. Felder Phd, Msw, Barbara Cicerelli, Nynikka R. Palmer Oct 2025

Addressing Barriers To Care For African American Men Facing Prostate Cancer: A Scoping Review Of Navigation Programs, Ashley Nicole Smith, Brittany A. Campbell, Ghilamichael Andemeskel, Peggy Tahir, Joseph Egbunikeokye, Tisha M. Felder Phd, Msw, Barbara Cicerelli, Nynikka R. Palmer

Publications

PURPOSE

African American/Black men are disproportionately impacted by prostate cancer (PCa). Patient navigation is an evidence-based approach to address barriers to care, improve access to care and health outcomes, and reduce disparities. This scoping review provides an in-depth examination of navigation programs in PCa care across the cancer continuum, with a focus on African American/Black men in the United States.

METHODS

We conducted a comprehensive literature search through September 1st, 2023, in PubMed, Embase, Web of Science, and CINAHL Complete, using keywords and index terms within three main themes: PCa, patient navigation, and African American/Black men. We included studies that …


A Social Media Campaign And Web-Based Survey About Prostate Cancer Genetics: Mixed Methods Study, Amy Leader, Stacy Loeb, Preethi Selvan, Ashley Hunter, Rebecca Hartman, Scott Keith, Veda Giri Oct 2025

A Social Media Campaign And Web-Based Survey About Prostate Cancer Genetics: Mixed Methods Study, Amy Leader, Stacy Loeb, Preethi Selvan, Ashley Hunter, Rebecca Hartman, Scott Keith, Veda Giri

Department of Medical Oncology Faculty Papers

BACKGROUND: Germline genetic variants are important for prostate cancer (PCa) management and hereditary cancer risk assessment, but testing is underused. Furthermore, patients are often unaware of the genetic connections to PCa. Social media is increasingly serving as a source of awareness for health information and a method to gather data from a large population.

OBJECTIVE: There were three objectives: to (1) create and test social media messages related to PCa genetics and genetic testing, (2) determine which social media message was most engaging, and (3) assess knowledge of and attitudes toward PCa genetic testing through an online survey using the …


Yx0798 Is A Highly Potent, Selective, And Orally Effective Cdk9 Inhibitor For Treating Aggressive Lymphoma, Vivian Jiang, Yu Xue, Hong Kim, Qingsong Cai, Tianci Zhang, Lei Nie, Joseph Mcintosh, Yang Liu, Haiying Chen, Jia Zhou, Michael Wang Oct 2025

Yx0798 Is A Highly Potent, Selective, And Orally Effective Cdk9 Inhibitor For Treating Aggressive Lymphoma, Vivian Jiang, Yu Xue, Hong Kim, Qingsong Cai, Tianci Zhang, Lei Nie, Joseph Mcintosh, Yang Liu, Haiying Chen, Jia Zhou, Michael Wang

Faculty, Staff and Student Publications

Nongenetic transcription evolution has been increasingly explored and recognized to drive tumor cell progression and therapeutic resistance. As the regulation hub of transcription machinery, cyclin-dependent kinase 9 (CDK9) is the gatekeeper of RNA polymerase II transcription, and CDK9 dysfunction results in transcriptomic reprogramming and tumor cell progression. We recently reported that the heat shock protein 90 (HSP90)-MYC-CDK9 network drives therapeutic resistance in mantle cell lymphoma (MCL) through transcriptomic reprogramming. We also showed that targeting CDK9 by AZD4573 and enitociclib is a safe and effective treatment in preclinical Mantle Cell Lymphoma (MCL) models, supporting CDK9 as a valid therapeutic target for …


Landscape And Clinicopathologic Features Of Ras Pathway Mutations In Chronic Myelomonocytic Leukemia, Guillermo Montalban-Bravo, Sanam Loghavi, Ziyi Li, Kelly Chien, Rashmi Kanagal-Shamanna, Alex Bataller, Anuya Natu, Mark Gurney, Alexandre Bazinet, Danielle Hammond, Koji Sasaki, Gautam Borthakur, Mahesh Swaminathan, Courtney Dinardo, Tapan Kadia, Farhad Ravandi, Naval Daver, Nicholas Short, Naveen Pemmaraju, Ghayas Issa, Terra L Lasho, Christy M Finke, Aref Al-Kali, Clifford Csizmar, Hassan Alkhateeb, Naseema Gangat, Abhishek A Mangaonkar, Carlos Bueso-Ramos, Ayalew Tefferi, Hagop Kantarjian, Guillermo Garcia-Manero, Mrinal M Patnaik Oct 2025

Landscape And Clinicopathologic Features Of Ras Pathway Mutations In Chronic Myelomonocytic Leukemia, Guillermo Montalban-Bravo, Sanam Loghavi, Ziyi Li, Kelly Chien, Rashmi Kanagal-Shamanna, Alex Bataller, Anuya Natu, Mark Gurney, Alexandre Bazinet, Danielle Hammond, Koji Sasaki, Gautam Borthakur, Mahesh Swaminathan, Courtney Dinardo, Tapan Kadia, Farhad Ravandi, Naval Daver, Nicholas Short, Naveen Pemmaraju, Ghayas Issa, Terra L Lasho, Christy M Finke, Aref Al-Kali, Clifford Csizmar, Hassan Alkhateeb, Naseema Gangat, Abhishek A Mangaonkar, Carlos Bueso-Ramos, Ayalew Tefferi, Hagop Kantarjian, Guillermo Garcia-Manero, Mrinal M Patnaik

Faculty, Staff and Student Publications

RAS pathway (RASp) mutations induce proliferative features, and promote transformation in chronic myelomonocytic leukemia (CMML). However, the unique clonal landscape and hierarchy of distinct RASp mutations remain unexplored. To characterize the landscape, architecture, and implications of unique RASp mutations in CMML, we evaluated a cohort of 814 patients with CMML. We identified 461 RASp mutations among 342 patients (42%). N/KRAS and CBL mutations were the most common, frequently involved the P-loop or RING domains, respectively, and frequently appeared as dominant events (63% and 65%, respectively). BRAF, NF1, and PTPN11 mutations spanned throughout the gene structure, and frequently appeared as subclonal …


Optimizing Genetic Ancestry Adjustment In Dna Methylation Studies: A Comparative Analysis Of Approaches, Kira D Höffler, Seyma Katrinli, Matthew W Halvorsen, Anne-Kristin Stavrum, Kevin S O'Connell, Alexey Shadrin, Srdjan Djurovic, Ole A Andreassen, James J Crowley, Jan Haavik, Kristen Hagen, Gerd Kvale, Kerry Ressler, Bjarne Hansen, Jair C Soares, Gabriel R Fries, Alicia K Smith, Stéphanie Le Hellard Oct 2025

Optimizing Genetic Ancestry Adjustment In Dna Methylation Studies: A Comparative Analysis Of Approaches, Kira D Höffler, Seyma Katrinli, Matthew W Halvorsen, Anne-Kristin Stavrum, Kevin S O'Connell, Alexey Shadrin, Srdjan Djurovic, Ole A Andreassen, James J Crowley, Jan Haavik, Kristen Hagen, Gerd Kvale, Kerry Ressler, Bjarne Hansen, Jair C Soares, Gabriel R Fries, Alicia K Smith, Stéphanie Le Hellard

Faculty, Staff and Student Publications

Background: Genetic ancestry is an important factor to account for in DNA methylation studies because genetic variation influences DNA methylation patterns. One approach uses principal components (PCs) calculated from CpG sites that overlap with common SNPs to adjust for ancestry when genotyping data is not available. However, this method does not remove technical and biological variations, such as sex and age, prior to calculating the PCs. The first PC is therefore often associated with factors other than ancestry.

Methods: We developed and adapted the adapted EpiAnceR+ approach, which includes (1) residualizing the CpG data overlapping with common SNPs for control …


Organism-Specific Sequence Motifs Link Ribosomal Rnas To Brain Disorders, Isidore Rigoutsos, Stepan Nersisyan, Eric Londin, Iliza Nazeraj, Bonnie Dong, Anastasios Vourekas, Phillipe Loher Oct 2025

Organism-Specific Sequence Motifs Link Ribosomal Rnas To Brain Disorders, Isidore Rigoutsos, Stepan Nersisyan, Eric Londin, Iliza Nazeraj, Bonnie Dong, Anastasios Vourekas, Phillipe Loher

Computational Medicine Center Faculty Papers

We report that in humans, mice, fruit flies, and worms, the ribosomal RNAs and the transcribed spacers of 45S are densely packed with organism-specific sequence motifs that are primarily shared with nervous system genes. The human ribosomal RNAs and 45S spacers contain 1,723 such motifs. Specific combinations of these motifs are predominantly found in 3,430 human nervous system genes, of which 1,046 are genes associated with brain disorders, including autism spectrum disorder and schizophrenia. The sequences of the 1,723 motifs and their locations in the introns and exons of nervous system genes are unique to primates. Experimental evidence indicates that …


The Effect Of Telehealth-Based Medical Nutrition Therapy On Cardiovascular Disease Risk Factors In A Rural Population: A Secondary Analysis Of Outcomes Related To Nutrition, Health And Well-Being From The Healthy Rural Hearts Randomised Controlled Trial, Tracy L. Schumacher, Erin D. Clarke, Jaimee Herbert, Anna Jansson, Chris Oldmeadow, Megan E. Rollo, Penny Milson, Carissa Alderton, Leanne J. Brown, Jennifer T. May Phd, Rn, Anp-Bc, Annabelle Williams, Michelle Guppy, Shanthi Ramanathan, John Attia, Clare E. Collins Oct 2025

The Effect Of Telehealth-Based Medical Nutrition Therapy On Cardiovascular Disease Risk Factors In A Rural Population: A Secondary Analysis Of Outcomes Related To Nutrition, Health And Well-Being From The Healthy Rural Hearts Randomised Controlled Trial, Tracy L. Schumacher, Erin D. Clarke, Jaimee Herbert, Anna Jansson, Chris Oldmeadow, Megan E. Rollo, Penny Milson, Carissa Alderton, Leanne J. Brown, Jennifer T. May Phd, Rn, Anp-Bc, Annabelle Williams, Michelle Guppy, Shanthi Ramanathan, John Attia, Clare E. Collins

Publications

BACKGROUND: Adults in rural Australia are at elevated risk of cardiovascular disease (CVD). To date, no intervention trials have evaluated the impact of dietitian delivered nutrition therapy using telehealth exclusively in patients recruited in the primary care setting. The primary aim was to assess effectiveness of telehealth delivered Medical Nutrition Therapy (MNT) on change in dietary intake energy, reported as percent energy derived from nutrient-dense (core) foods. Secondary aims included assessment of the intervention effects on percentage weight loss, quality of life, health literacy and patient engagement in their health (patient activation).

METHODS: This was a secondary data analysis of …


Functional Roles Of The Complement Immune System In Cardiac Inflammation And Hypertrophy, Kathryn D Hok, Haydn E Rich, Anthony Shadid, Lavanya Gunamalai, Tingting Weng-Mills, Rajarajan A Thandavarayan, Nirmal K Banda, Marie-Francoise Doursout, Marcos I Restrepo, Pooja Shivshankar Oct 2025

Functional Roles Of The Complement Immune System In Cardiac Inflammation And Hypertrophy, Kathryn D Hok, Haydn E Rich, Anthony Shadid, Lavanya Gunamalai, Tingting Weng-Mills, Rajarajan A Thandavarayan, Nirmal K Banda, Marie-Francoise Doursout, Marcos I Restrepo, Pooja Shivshankar

The Brown Foundation: Institute of Molecular Medicine

Cardiac inflammation and hypertrophy develop as a pathologic response to an array of insults, such as myocardial infarctions, chronic systemic hypertension, and valvular defects. Due to the high prevalence of such conditions, there is an increasing need to prevent and halt cardiac hypertrophy. Because cardiac damage and subsequent remodeling can lead to arrhythmias, heart failure, and even sudden cardiac death, inhibition of cardiac hypertrophy is key to reducing cardiovascular-related mortality. The immune system is the driving force behind inflammatory reactions. All three pathways of complement system activation-classical, lectin, and alternative-are implicated in developing cardiac damage, inflammation, and hypertrophy due to …


Targeting The Bcl2 Family: Advances And Challenges In Bh3 Mimetic-Based Therapies, Nabanita Mukherjee, James Sheetz, Yiqun Shellman Oct 2025

Targeting The Bcl2 Family: Advances And Challenges In Bh3 Mimetic-Based Therapies, Nabanita Mukherjee, James Sheetz, Yiqun Shellman

Student Papers, Posters & Projects

The BCL2 family of proteins plays a pivotal role in regulating apoptosis and cellular homeostasis, making them critical therapeutic targets in cancer and other diseases characterized by pathological cell survival. BH3 mimetics, small molecules that selectively inhibit anti-apoptotic BCL2 family members, have achieved significant clinical success, particularly in hematologic malignancies. However, several challenges remain, including resistance mechanisms, toxicity (such as MCL1 inhibitor-associated cardiotoxicity), and the intricate balance between apoptotic and non-apoptotic functions. This review provides a comprehensive overview of BCL2 family biology, the development and clinical application and outcomes of BH3 mimetics, and the emerging resistance mechanism known as double-bolt …


Glucagon-Like Peptide 1 Receptor Agonists And The Clinical Outcomes Of Inflammatory Bowel Disease: A Systematic Review And Meta-Analysis, Ahmed B. Bayoumy, Lindsay M. Clarke, Parakkal Deepak, Aakash Desai, Priya Sehgal, Uri Gorelik, Haggai Bar-Yoseph, Marie Villumsen, Chris J. J. Mulder, Dirk J. Stenvers, Maarten E. Tushuizen, Nanne K. H. De Boer Oct 2025

Glucagon-Like Peptide 1 Receptor Agonists And The Clinical Outcomes Of Inflammatory Bowel Disease: A Systematic Review And Meta-Analysis, Ahmed B. Bayoumy, Lindsay M. Clarke, Parakkal Deepak, Aakash Desai, Priya Sehgal, Uri Gorelik, Haggai Bar-Yoseph, Marie Villumsen, Chris J. J. Mulder, Dirk J. Stenvers, Maarten E. Tushuizen, Nanne K. H. De Boer

Division of Gastroenterology and Hepatology Faculty Papers

BACKGROUND: Prior studies showed worse outcomes in obese inflammatory bowel disease (IBD) patients, especially those related to hospitalizations, surgery, and steroid-free remission. Glucagon-like peptide-1 receptor agonists (GLP1-RAs) have demonstrated significant metabolic benefits for patients with type 2 diabetes mellitus (T2DM) and obesity. Hence, GLP1-RAs may improve clinical outcomes in patients with IBD, especially those with obesity. The objective was to systematically evaluate the impact of GLP1-RAs on clinical outcomes in patients with IBD.

METHODS: A comprehensive literature search was performed using the databases PubMed, Embase, Web of Science, and Cochrane Library from inception to March 15, 2025. Studies reporting outcomes …


Development And Validation Of Clinical Screening Systems For Cushing Disease In The United States, Jorge E. Salcedo-Sifuentes, Sonal Mehta, Carter M. Suryadevara, Marvin Bergsneider, Kevin C. J. Yuen, Paul A. Gardner, Julie M. Silverstein, Albert H. Kim, James J. Evans, Garni Barkhoudarian, Juan C. Fernandez-Miranda, William T. Couldwell, Robert C. Rennert, Varun R. Kshettry, Kyle C. Wu, Carolina Benjamin, Gabriel Zada, Michael R. Chicoine, Jamie J. Van Gompel, Michael P. Catalino, Michael Karsy, Adam Mamelak, Ildiko Torok, Trevor Low, Won Kim, Donato R. Pacione, Nidhi Agrawal Oct 2025

Development And Validation Of Clinical Screening Systems For Cushing Disease In The United States, Jorge E. Salcedo-Sifuentes, Sonal Mehta, Carter M. Suryadevara, Marvin Bergsneider, Kevin C. J. Yuen, Paul A. Gardner, Julie M. Silverstein, Albert H. Kim, James J. Evans, Garni Barkhoudarian, Juan C. Fernandez-Miranda, William T. Couldwell, Robert C. Rennert, Varun R. Kshettry, Kyle C. Wu, Carolina Benjamin, Gabriel Zada, Michael R. Chicoine, Jamie J. Van Gompel, Michael P. Catalino, Michael Karsy, Adam Mamelak, Ildiko Torok, Trevor Low, Won Kim, Donato R. Pacione, Nidhi Agrawal

Department of Neurosurgery Faculty Papers

PURPOSE: Clinical screening systems (CSSs) for Cushing syndrome (CS) validated in Europe have not been evaluated for CS or Cushing disease (CD) in the United States (US). We aimed to evaluate existing CSSs in US patients and develop two new symptom-based CSSs to identify patients with high pre-test probability of disease warranting referral for definitive biochemical workup-one for broad CS screening and one specifically for CD.

METHODS: Data were obtained from the Registry of Adenomas of the Pituitary and Related Disorders (RAPID)-comprising 615 patients who underwent transnasal transsphenoidal resection for CD at one of 11 US pituitary centers, the Centers …


Ligand-Receptor Interactions Induce And Mediate Regulatory Functions Of Batf3+ B Cells, Hui Yan, Rui Wang, Suryavathi Viswanadhapalli, Christian Cervantes, Funan He, Shuai Wu, Azad Khosh, Weiwei Luo, Jingwei Wang, Maria J Fernandez, Uday P Pratap, Mustafa Khan, Karli Hinton, Sai Eashan Vankamamidi, Dariela Perez, Carlos E Rivera, Harshita B Gupta, Fushun Zhang, Zhenqing Ye, Yidong Chen, Xiao-Dong Li, Gangadhara R Sareddy, Hong Zan, Yue Li, Exing Wang, Evelien M Bunnik, Guangming Zhong, Christopher A Hunter, Ross M Kedl, Zhinan Yin, Booki Min, Diako Ebrahimi, Siyuan Zheng, Tyler J Curiel, Yan Xiang, Ratna K Vadlamudi, Paolo Casali, Zhenming Xu Oct 2025

Ligand-Receptor Interactions Induce And Mediate Regulatory Functions Of Batf3+ B Cells, Hui Yan, Rui Wang, Suryavathi Viswanadhapalli, Christian Cervantes, Funan He, Shuai Wu, Azad Khosh, Weiwei Luo, Jingwei Wang, Maria J Fernandez, Uday P Pratap, Mustafa Khan, Karli Hinton, Sai Eashan Vankamamidi, Dariela Perez, Carlos E Rivera, Harshita B Gupta, Fushun Zhang, Zhenqing Ye, Yidong Chen, Xiao-Dong Li, Gangadhara R Sareddy, Hong Zan, Yue Li, Exing Wang, Evelien M Bunnik, Guangming Zhong, Christopher A Hunter, Ross M Kedl, Zhinan Yin, Booki Min, Diako Ebrahimi, Siyuan Zheng, Tyler J Curiel, Yan Xiang, Ratna K Vadlamudi, Paolo Casali, Zhenming Xu

Faculty, Staff and Student Publications

B cells express many protein ligands, yet their regulatory functions are incompletely understood. We profiled ligand expression across murine B sublineage cells, including those activated by defined receptor signals, and assessed their regulatory capacities and specificities through in silico analysis of ligand-receptor interactions. Consequently, we identified a B cell subset that expressed cytokine interleukin-27 (IL-27) and chemokine CXCL10. Through the IL-27–IL-27 receptor interaction, these IL-27/CXCL10-producing B cells targeted CD40-activated B cells in vitro and, upon induction by immunization and viral infection, optimized antibody responses and antiviral immunity in vivo. Also present in breast cancer tumors and retained there through CXCL10-CXCR3 …


The Effect Of Type 2 Diabetes Genetic Predisposition On Non-Cardiovascular Comorbidities, Ana Luiza Arruda, Ozvan Bocher, Henry J Taylor, Davis Cammann, Satoshi Yoshiji, Xianyong Yin, Chi Zhao, Jingchun Chen, Alexis C Wood, Ken Suzuki, Josep M Mercader, Cassandra N Spracklen, James B Meigs, Marijana Vujkovic, George Davey Smith, Jerome I Rotter, Benjamin F Voight, Andrew P Morris, Eleftheria Zeggini Oct 2025

The Effect Of Type 2 Diabetes Genetic Predisposition On Non-Cardiovascular Comorbidities, Ana Luiza Arruda, Ozvan Bocher, Henry J Taylor, Davis Cammann, Satoshi Yoshiji, Xianyong Yin, Chi Zhao, Jingchun Chen, Alexis C Wood, Ken Suzuki, Josep M Mercader, Cassandra N Spracklen, James B Meigs, Marijana Vujkovic, George Davey Smith, Jerome I Rotter, Benjamin F Voight, Andrew P Morris, Eleftheria Zeggini

Faculty, Staff and Students Publications

Type 2 diabetes is associated with a range of non-cardiovascular non-oncologic comorbidities. To move beyond associations and evaluate causal effects between type 2 diabetes genetic predisposition and 21 comorbidities, we apply Mendelian randomization analysis using genome-wide association studies across multiple genetic ancestries. Additionally, leveraging eight mechanistic clusters of type 2 diabetes genetic profiles, each representing distinct biological pathways, we investigate causal links between cluster-stratified type 2 diabetes genetic predisposition and comorbidity risk. We identify causal effects of type 2 diabetes genetic predisposition driven by distinct genetic clusters. For example, the risk-increasing effects of type 2 diabetes genetic predisposition on cataracts …


Dna Methylation And Machine Learning: Challenges And Perspective Toward Enhanced Clinical Diagnostics, Erfan Aref-Eshghi, Arash B Abadi, Mohammad-Erfan Farhadieh, Amirreza Hooshmand, Fatemeh Ghasemi, Leila Youssefian, Hassan Vahidnezhad, Taylor Martin Kerrins, Xiaonan Zhao, Mahdi Akbarzadeh, Hakon Hakonarson, Amir Hossein Saeidian Oct 2025

Dna Methylation And Machine Learning: Challenges And Perspective Toward Enhanced Clinical Diagnostics, Erfan Aref-Eshghi, Arash B Abadi, Mohammad-Erfan Farhadieh, Amirreza Hooshmand, Fatemeh Ghasemi, Leila Youssefian, Hassan Vahidnezhad, Taylor Martin Kerrins, Xiaonan Zhao, Mahdi Akbarzadeh, Hakon Hakonarson, Amir Hossein Saeidian

Faculty, Staff and Students Publications

DNA methylation is an epigenetic modification that regulates gene expression by adding methyl groups to DNA, affecting cellular function and disease development. Machine learning, a subset of artificial intelligence, analyzes large datasets to identify patterns and make predictions. Over the past two decades, advances in bioinformatics technologies for arrays and sequencing have generated vast amounts of data, leading to the widespread adoption of machine learning methods for analyzing complex biological information for medical problems. This review explores recent advancements in DNA methylation studies that leverage emerging machine learning techniques for more precise, comprehensive, and rapid patient diagnostics based on DNA …