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Articles 8611 - 8640 of 23112

Full-Text Articles in Medical Specialties

Predicting Mortality Within 1 Year Of Art Initiation In Children And Adolescents Living With Hiv In Sub-Saharan Africa: A Retrospective Observational Cohort Study, Alexander Kay, Bhekumusa Lukhele, Sandile Dlamini, Abigail Seeger, Phumzile Dlamini, Sandile Ndabezitha, Nobuhle Mthethwa, Teresa Steffy, Lilian Komba, Pauline Amuge, Eunice Ketangenyi, Peter Elyanu, Adamson Munthali, Amos Msekandiana, Yvonne Maldonado, Elizabeth Chiao, Adeodata Kekitiinwa, Lineo Thahane, Lumumba Mwita, H Lester Kirchner, Anna Maria Mandalakas Jun 2024

Predicting Mortality Within 1 Year Of Art Initiation In Children And Adolescents Living With Hiv In Sub-Saharan Africa: A Retrospective Observational Cohort Study, Alexander Kay, Bhekumusa Lukhele, Sandile Dlamini, Abigail Seeger, Phumzile Dlamini, Sandile Ndabezitha, Nobuhle Mthethwa, Teresa Steffy, Lilian Komba, Pauline Amuge, Eunice Ketangenyi, Peter Elyanu, Adamson Munthali, Amos Msekandiana, Yvonne Maldonado, Elizabeth Chiao, Adeodata Kekitiinwa, Lineo Thahane, Lumumba Mwita, H Lester Kirchner, Anna Maria Mandalakas

Faculty, Staff and Students Publications

BACKGROUND: Differentiated service delivery (DSD) for children and adolescents living with HIV can improve targeted resource use. We derived a mortality prediction score to guide clinical decision making for children and adolescents living with HIV.

METHODS: Data for this retrospective observational cohort study were evaluated for all children and adolescents living with HIV and initiating antiretroviral therapy (ART); aged 0-19 years; and enrolled at Baylor clinics in Eswatini, Malawi, Lesotho, Tanzania, and Uganda between 2005 and 2020. Data for clinical prediction, including anthropometric values, physical examination, ART, WHO stage, and laboratory tests were captured at ART initiation. Backward stepwise variable …


Preparing Patients For Oral Immunotherapy (Ppoint): International Delphi Consensus For Procedural Preparation And Consent, Douglas P Mack, Timothy E Dribin, Paul J Turner, Richard L Wasserman, Mariam A Hanna, Marcus Shaker, Mimi L K Tang, Pablo Rodríguez Del Río, Brad Sobolewski, Elissa M Abrams, Aikaterini Anagnostou, Stefania Arasi, Sakina Bajowala, Philippe Bégin, Scott B Cameron, Edmond S Chan, Sharon Chinthrajah, Andrew T Clark, Paul Detjen, George Du Toit, Motohiro Ebisawa, Arnon Elizur, Jeffrey M Factor, Justin Greiwe, Jonathan O'B Hourihane, Sarah W Hughes, Douglas H Jones, Antonella Muraro, Anna Nowak-Wegrzyn, Nandinee B Patel, Amy M Scurlock, Atul N Shah, Sayantani B Sindher, Stephen Tilles, Brian P Vickery, Julie Wang, Hugh H Windom, Matthew Greenhawt Jun 2024

Preparing Patients For Oral Immunotherapy (Ppoint): International Delphi Consensus For Procedural Preparation And Consent, Douglas P Mack, Timothy E Dribin, Paul J Turner, Richard L Wasserman, Mariam A Hanna, Marcus Shaker, Mimi L K Tang, Pablo Rodríguez Del Río, Brad Sobolewski, Elissa M Abrams, Aikaterini Anagnostou, Stefania Arasi, Sakina Bajowala, Philippe Bégin, Scott B Cameron, Edmond S Chan, Sharon Chinthrajah, Andrew T Clark, Paul Detjen, George Du Toit, Motohiro Ebisawa, Arnon Elizur, Jeffrey M Factor, Justin Greiwe, Jonathan O'B Hourihane, Sarah W Hughes, Douglas H Jones, Antonella Muraro, Anna Nowak-Wegrzyn, Nandinee B Patel, Amy M Scurlock, Atul N Shah, Sayantani B Sindher, Stephen Tilles, Brian P Vickery, Julie Wang, Hugh H Windom, Matthew Greenhawt

Faculty, Staff and Students Publications

BACKGROUND: Despite the promise of oral immunotherapy (OIT) to treat food allergies, this procedure is associated with potential risk. There is no current agreement about what elements should be included in the preparatory or consent process.

OBJECTIVE: We developed consensus recommendations about the OIT process considerations and patient-specific factors that should be addressed before initiating OIT and developed a consensus OIT consent process and information form.

METHODS: We convened a 36-member Preparing Patients for Oral Immunotherapy (PPOINT) panel of allergy experts to develop a consensus OIT patient preparation, informed consent process, and framework form. Consensus for themes and statements was …


Hyperkinetic Movement Disorder Caused By The Recurrent C892c>T Nacc1 Variant, Jonna Komulainen-Ebrahim, Salla M Kangas, Estrella López-Martín, Timothy Feyma, Fernando Scaglia, Beatriz Martínez-Delgado, Outi Kuismin, Maria Suo-Palosaari, Lucinda Carr, Reetta Hinttala, Manju A Kurian, Johanna Uusimaa Jun 2024

Hyperkinetic Movement Disorder Caused By The Recurrent C892c>T Nacc1 Variant, Jonna Komulainen-Ebrahim, Salla M Kangas, Estrella López-Martín, Timothy Feyma, Fernando Scaglia, Beatriz Martínez-Delgado, Outi Kuismin, Maria Suo-Palosaari, Lucinda Carr, Reetta Hinttala, Manju A Kurian, Johanna Uusimaa

Faculty, Staff and Students Publications

BACKGROUND: Genetic syndromes of hyperkinetic movement disorders associated with epileptic encephalopathy and intellectual disability are becoming increasingly recognized. Recently, a de novo heterozygous NACC1 (nucleus accumbens-associated 1) missense variant was described in a patient cohort including one patient with a combined mitochondrial oxidative phosphorylation (OXPHOS) deficiency.

OBJECTIVES: The objective is to characterize the movement disorder in affected patients with the recurrent c.892C>T NACC1 variant and study the NACC1 protein and mitochondrial function at the cellular level.

METHODS: The movement disorder was analyzed on four patients with the NACC1 c.892C>T (p.Arg298Trp) variant. Studies on NACC1 protein and mitochondrial function …


Multidisciplinary Training In Dermatology: Exploring The Spectrum Of Board Certifications Among Physicians Practicing Dermatology In Texas, Rebecca H Lee, Jason Lee, Jonny Hatch, Lilian Zhan, Braden Van Alfen, Mark Conley, Tracy Zhao, Carlos Gomez-Meade Jun 2024

Multidisciplinary Training In Dermatology: Exploring The Spectrum Of Board Certifications Among Physicians Practicing Dermatology In Texas, Rebecca H Lee, Jason Lee, Jonny Hatch, Lilian Zhan, Braden Van Alfen, Mark Conley, Tracy Zhao, Carlos Gomez-Meade

Faculty, Staff and Students Publications

Dermatology, a medical specialty focused on skin, hair, and nail conditions, often overlaps with various medical specialties. Although most physicians practicing dermatology are board-certified in dermatology, there are physicians practicing dermatology who are board-certified in a variety of different medical specialties. This cross-sectional study examines the board certifications of physicians who reported practicing dermatology in Texas. Data were sourced from the Texas Medical Board database updated in August 2023. The data showed that out of 1,614 practicing physicians declaring dermatology as a specialty in Texas, 1,080 (66.91%) physicians had one board certification, 200 (12.39%) had two, and 15 (0.93%) had …


Association Between Balloon Atrial Septostomy And Prostaglandin E1 Therapy Until Repair Of Transposition Of The Great Arteries In Neonates, Samantha Gilg, Sebastian Acosta, Rohit S Loomba, Claire Rizk, Gary E Stapleton, David Faraoni, Fabio Savorgnan Jun 2024

Association Between Balloon Atrial Septostomy And Prostaglandin E1 Therapy Until Repair Of Transposition Of The Great Arteries In Neonates, Samantha Gilg, Sebastian Acosta, Rohit S Loomba, Claire Rizk, Gary E Stapleton, David Faraoni, Fabio Savorgnan

Faculty, Staff and Students Publications

In patients with transposition of the great arteries, the continuation of prostaglandin E1 is more frequent in patients with intact ventricular septum in comparison to patients with ventricular septal defect. Ballon atrial septostomy did not eliminate the need for prostaglandin E1 infusion until the time of surgery in both subgroups of patients.


Pharmacokinetic Research In Pediatric Extracorporeal Therapies: Current State And Future Directions, Gideon Stitt, Céline Thibault, Bruce A Mueller, Jeffrey J Cies, Jennifer Morris Daniel, Ayse Akcan Arikan, Kevin M Watt Jun 2024

Pharmacokinetic Research In Pediatric Extracorporeal Therapies: Current State And Future Directions, Gideon Stitt, Céline Thibault, Bruce A Mueller, Jeffrey J Cies, Jennifer Morris Daniel, Ayse Akcan Arikan, Kevin M Watt

Faculty, Staff and Students Publications

Extracorporeal life support (ECLS), including extracorporeal membrane oxygenation (ECMO) and continuous renal replacement therapy (CRRT), are life-saving therapies for critically ill children. Despite this, these modalities carry frustratingly high mortality rates. One driver of mortality may be altered drug disposition due to a combination of underlying illness, patient-circuit interactions, and drug-circuit interactions. Children receiving ECMO and/or CRRT routinely receive 20 or more drugs, and data supporting optimal dosing is lacking for most of these medications. The Pediatric Paracorporeal and Extracorporeal Therapies Summit (PPETS) gathered an international group of experts in the fields of ECMO, CRRT, and other ECLS modalities to …


A Multicenter, Randomized, Doubleblind, Placebo-Controlled Trial Of Amantadine To Stimulate Awakening In Comatose Patients Resuscitated From Cardiac Arrest, Patrick J Coppler, David J Gagnon, Katharyn L Flickinger, Jonathan Elmer, Clifton W Callaway, Francis X Guyette, Ankur Doshi, Alexis Steinberg, Cameron Dezfulian, Ari L Moskowitz, Michael Donnino, Teresa L May, David B Seder, Jon C Rittenberger Jun 2024

A Multicenter, Randomized, Doubleblind, Placebo-Controlled Trial Of Amantadine To Stimulate Awakening In Comatose Patients Resuscitated From Cardiac Arrest, Patrick J Coppler, David J Gagnon, Katharyn L Flickinger, Jonathan Elmer, Clifton W Callaway, Francis X Guyette, Ankur Doshi, Alexis Steinberg, Cameron Dezfulian, Ari L Moskowitz, Michael Donnino, Teresa L May, David B Seder, Jon C Rittenberger

Faculty, Staff and Students Publications

OBJECTIVE: We hypothesized that the administration of amantadine would increase awakening of comatose patients resuscitated from cardiac arrest.

METHODS: We performed a prospective, randomized, controlled pilot trial, randomizing subjects to amantadine 100 mg twice daily or placebo for up to 7 days. The study drug was administered between 72 and 120 hours after resuscitation and patients with absent N20 cortical responses, early cerebral edema, or ongoing malignant electroencephalography patterns were excluded. Our primary outcome was awakening, defined as following two-step commands, within 28 days of cardiac arrest. Secondary outcomes included length of stay, awakening, time to awakening, and neurologic outcome …


Persistent ∆Fosb Expression Limits Recurrent Seizure Activity And Provides Neuroprotection In The Dentate Gyrus Of App Mice, Gabriel S Stephens, Jin Park, Andrew Eagle, Jason You, Manuel Silva-Pérez, Chia-Hsuan Fu, Sumin Choi, Corey P St Romain, Chiho Sugimoto, Shelly A Buffington, Yi Zheng, Mauro Costa-Mattioli, Yin Liu, A J Robison, Jeannie Chin Jun 2024

Persistent ∆Fosb Expression Limits Recurrent Seizure Activity And Provides Neuroprotection In The Dentate Gyrus Of App Mice, Gabriel S Stephens, Jin Park, Andrew Eagle, Jason You, Manuel Silva-Pérez, Chia-Hsuan Fu, Sumin Choi, Corey P St Romain, Chiho Sugimoto, Shelly A Buffington, Yi Zheng, Mauro Costa-Mattioli, Yin Liu, A J Robison, Jeannie Chin

Faculty, Staff and Student Publications

Recurrent seizures lead to accumulation of the activity-dependent transcription factor ∆FosB in hippocampal dentate granule cells in both mouse models of epilepsy and mouse models of Alzheimer's disease (AD), which is also associated with increased incidence of seizures. In patients with AD and related mouse models, the degree of ∆FosB accumulation corresponds with increasing severity of cognitive deficits. We previously found that ∆FosB impairs spatial memory in mice by epigenetically regulating expression of target genes such as calbindin that are involved in synaptic plasticity. However, the suppression of calbindin in conditions of neuronal hyperexcitability has been demonstrated to provide neuroprotection …


Immune Infiltration At The Primary Tumor Is Associated With Clinical Outcome Of Patients With Extranodal Extension Of Lymph Node Metastasis In Oral Cancer, Chieko Michikawa, Frederico O Gleber-Netto, Curtis R Pickering, Xiayu Rao, Jing Wang, Andrew G Sikora, Jeffrey N Myers, Mitchell J Frederick Jun 2024

Immune Infiltration At The Primary Tumor Is Associated With Clinical Outcome Of Patients With Extranodal Extension Of Lymph Node Metastasis In Oral Cancer, Chieko Michikawa, Frederico O Gleber-Netto, Curtis R Pickering, Xiayu Rao, Jing Wang, Andrew G Sikora, Jeffrey N Myers, Mitchell J Frederick

Faculty, Staff and Student Publications

Background: Extranodal extension (ENE) of lymph node metastasis is one of the most reliable prognostic indicators for patients with locally advanced oral cancer. Although multiple reports have found a close relationship between immune infiltration of tumors and patient clinical outcomes, its association with ENE is unknown.

Methods: We identified 234 human papillomavirus-negative (HPV-) oral cavity squamous cell carcinoma (OSCC) patients in The Cancer Genome Atlas and investigated the immune infiltration profiles of primary tumors and their association with survival.

Results: Hierarchical clustering analysis clearly classified the overall immune infiltration status in OSCC into high immune or low immune groups. The …


Ascc1 Structures And Bioinformatics Reveal A Novel Helix-Clasp-Helix Rna-Binding Motif Linked To A Two-Histidine Phosphodiesterase, Naga Babu Chinnam, Roopa Thapar, Andrew S Arvai, Altaf H Sarker, Jennifer M Soll, Tanmoy Paul, Aleem Syed, Daniel J Rosenberg, Michal Hammel, Albino Bacolla, Panagiotis Katsonis, Abhishek Asthana, Miaw-Sheue Tsai, Ivaylo Ivanov, Olivier Lichtarge, Robert H Silverman, Nima Mosammaparast, Susan E Tsutakawa, John A Tainer Jun 2024

Ascc1 Structures And Bioinformatics Reveal A Novel Helix-Clasp-Helix Rna-Binding Motif Linked To A Two-Histidine Phosphodiesterase, Naga Babu Chinnam, Roopa Thapar, Andrew S Arvai, Altaf H Sarker, Jennifer M Soll, Tanmoy Paul, Aleem Syed, Daniel J Rosenberg, Michal Hammel, Albino Bacolla, Panagiotis Katsonis, Abhishek Asthana, Miaw-Sheue Tsai, Ivaylo Ivanov, Olivier Lichtarge, Robert H Silverman, Nima Mosammaparast, Susan E Tsutakawa, John A Tainer

Faculty, Staff and Student Publications

Activating signal co-integrator complex 1 (ASCC1) acts with ASCC-ALKBH3 complex in alkylation damage responses. ASCC1 uniquely combines two evolutionarily ancient domains: nucleotide-binding K-Homology (KH) (associated with regulating splicing, transcriptional, and translation) and two-histidine phosphodiesterase (PDE; associated with hydrolysis of cyclic nucleotide phosphate bonds). Germline mutations link loss of ASCC1 function to spinal muscular atrophy with congenital bone fractures 2 (SMABF2). Herein analysis of The Cancer Genome Atlas (TCGA) suggests ASCC1 RNA overexpression in certain tumors correlates with poor survival, Signatures 29 and 3 mutations, and genetic instability markers. We determined crystal structures of Alvinella pompejana (Ap) ASCC1 and Human (Hs) …


Purkinje Cell Dysfunction Causes Disrupted Sleep In Ataxic Mice, Luis E Salazar Leon, Amanda M Brown, Heet Kaku, Roy V Sillitoe Jun 2024

Purkinje Cell Dysfunction Causes Disrupted Sleep In Ataxic Mice, Luis E Salazar Leon, Amanda M Brown, Heet Kaku, Roy V Sillitoe

Duncan NRI Faculty and Staff Publications

Purkinje cell dysfunction disrupts movement and causes disorders such as ataxia. Recent evidence suggests that Purkinje cell dysfunction may also alter sleep regulation. Here, we used an ataxic mouse model generated by silencing Purkinje cell neurotransmission (L7Cre;Vgatfx/fx) to better understand how cerebellar dysfunction impacts sleep physiology. We focused our analysis on sleep architecture and electrocorticography (ECoG) patterns based on their relevance to extracting physiological measurements during sleep. We found that circadian activity was unaltered in the mutant mice, although their sleep parameters and ECoG patterns were modified. The L7Cre;Vgatfx/fx mutant mice had decreased wakefulness and rapid eye movement (REM) sleep, …


Integrative Genomic And Transcriptomic Profiling Of Pulmonary Sarcomatoid Carcinoma Identifies Molecular Subtypes Associated With Distinct Immune Features And Clinical Outcomes, Sahil Seth, Runzhe Chen, Yang Liu, Junya Fujimoto, Lingzhi Hong, Alexandre Reuben, Susan Varghese, Carmen Behrens, Tina Mcdowell, Luisa Solis Soto, Cara Haymaker, Annikka Weissferdt, Neda Kalhor, Jia Wu, Xiuning Le, Natalie I Vokes, Chao Cheng, John V Heymach, Don L Gibbons, P Andrew Futreal, Ignacio I Wistuba, Humam Kadara, Jianhua Zhang, Cesar Moran, Jianjun Zhang Jun 2024

Integrative Genomic And Transcriptomic Profiling Of Pulmonary Sarcomatoid Carcinoma Identifies Molecular Subtypes Associated With Distinct Immune Features And Clinical Outcomes, Sahil Seth, Runzhe Chen, Yang Liu, Junya Fujimoto, Lingzhi Hong, Alexandre Reuben, Susan Varghese, Carmen Behrens, Tina Mcdowell, Luisa Solis Soto, Cara Haymaker, Annikka Weissferdt, Neda Kalhor, Jia Wu, Xiuning Le, Natalie I Vokes, Chao Cheng, John V Heymach, Don L Gibbons, P Andrew Futreal, Ignacio I Wistuba, Humam Kadara, Jianhua Zhang, Cesar Moran, Jianjun Zhang

Faculty, Staff and Student Publications

BACKGROUND: Pulmonary sarcomatoid carcinoma (PSC) is a rare and aggressive subtype of non-small cell lung cancer (NSCLC), characterized by the presence of epithelial and sarcoma-like components. The molecular and immune landscape of PSC has not been well defined.

METHODS: Multiomics profiling of 21 pairs of PSCs with matched normal lung tissues was performed through targeted high-depth DNA panel, whole-exome, and RNA sequencing. We describe molecular and immune features that define subgroups of PSC with disparate genomic and immunogenic features as well as distinct clinical outcomes.

RESULTS: In total, 27 canonical cancer gene mutations were identified, with

CONCLUSIONS: We provided detailed …


Atrial Fibrillation And Clonal Hematopoiesis In Tet2 And Asxl1, Seyedmohammad Saadatagah, Mohammadreza Naderian, Mesbah Uddin, Ozan Dikilitas, Abhishek Niroula, Art Schuermans, Elizabeth Selvin, Ron C Hoogeveen, Kunihiro Matsushita, Vijay Nambi, Bing Yu, Lin Yee Chen, Alexander G Bick, Benjamin L Ebert, Michael C Honigberg, Na Li, Amil Shah, Pradeep Natarajan, Iftikhar J Kullo, Christie M Ballantyne Jun 2024

Atrial Fibrillation And Clonal Hematopoiesis In Tet2 And Asxl1, Seyedmohammad Saadatagah, Mohammadreza Naderian, Mesbah Uddin, Ozan Dikilitas, Abhishek Niroula, Art Schuermans, Elizabeth Selvin, Ron C Hoogeveen, Kunihiro Matsushita, Vijay Nambi, Bing Yu, Lin Yee Chen, Alexander G Bick, Benjamin L Ebert, Michael C Honigberg, Na Li, Amil Shah, Pradeep Natarajan, Iftikhar J Kullo, Christie M Ballantyne

Faculty, Staff and Students Publications

Importance: Clonal hematopoiesis of indeterminate potential (CHIP) may contribute to the risk of atrial fibrillation (AF) through its association with inflammation and cardiac remodeling.

Objective: To determine whether CHIP was associated with AF, inflammatory and cardiac biomarkers, and cardiac structural changes.

Design, setting, and participants: This was a population-based, prospective cohort study in participants of the Atherosclerosis Risk in Communities (ARIC) study and UK Biobank (UKB) cohort. Samples were collected and echocardiography was performed from 2011 to 2013 in the ARIC cohort, and samples were collected from 2006 to 2010 in the UKB cohort. Included in this study were adults …


Long-Term Sustained Effects Of The Look Ahead Lifestyle Intervention On Body Composition Among Adults With Type 2 Diabetes, Maxine Ashby-Thompson, Stanley Heshka, Andrea Anderson, Henry Pownall, Blandine Laferrère, Ashok Balasubramanyam, Steven B Heymsfield, Thomas A Wadden, Dympna Gallagher Jun 2024

Long-Term Sustained Effects Of The Look Ahead Lifestyle Intervention On Body Composition Among Adults With Type 2 Diabetes, Maxine Ashby-Thompson, Stanley Heshka, Andrea Anderson, Henry Pownall, Blandine Laferrère, Ashok Balasubramanyam, Steven B Heymsfield, Thomas A Wadden, Dympna Gallagher

Faculty, Staff and Students Publications

Objective: The objective of the study was to test whether there are sustained effects of the Look AHEAD intensive lifestyle intervention (ILI), versus diabetes support and education (DSE), on weight and body composition 12 to 16 years after randomization.

Methods: Participants were a subset of enrollees in the Look AHEAD dual-energy x-ray absorptiometry substudy who completed the final visit, composed of men (DSE = 99; ILI = 94) and women (DSE = 134; ILI = 135) with type 2 diabetes and mean (SD) age 57.2 (6.4) years and BMI 34.9 (5.1) kg/m2 at randomization. Dual-energy x-ray absorptiometry measured total and …


Loss-Of-Function Variants In Ubap1l Cause Autosomal Recessive Retinal Degeneration, Ji Hoon Han, Kim Rodenburg, Tamar Hayman, Giacomo Calzetti, Karolina Kaminska, Mathieu Quinodoz, Molly Marra, Sandrine Wallerich, Gilad Allon, Zoltán Z Nagy, Krisztina Knézy, Yumei Li, Rui Chen, Mirella Telles Salgueiro Barboni, Paul Yang, Mark E Pennesi, L Ingeborgh Van Den Born, Balázs Varsányi, Viktória Szabó, Dror Sharon, Eyal Banin, Tamar Ben-Yosef, Susanne Roosing, Robert K Koenekoop, Carlo Rivolta Jun 2024

Loss-Of-Function Variants In Ubap1l Cause Autosomal Recessive Retinal Degeneration, Ji Hoon Han, Kim Rodenburg, Tamar Hayman, Giacomo Calzetti, Karolina Kaminska, Mathieu Quinodoz, Molly Marra, Sandrine Wallerich, Gilad Allon, Zoltán Z Nagy, Krisztina Knézy, Yumei Li, Rui Chen, Mirella Telles Salgueiro Barboni, Paul Yang, Mark E Pennesi, L Ingeborgh Van Den Born, Balázs Varsányi, Viktória Szabó, Dror Sharon, Eyal Banin, Tamar Ben-Yosef, Susanne Roosing, Robert K Koenekoop, Carlo Rivolta

Faculty, Staff and Students Publications

Purpose: Inherited retinal diseases (IRDs) are a group of monogenic conditions that can lead to progressive blindness. Their missing heritability is still considerable, due in part to the presence of disease genes that await molecular identification. The purpose of this work was to identify novel genetic associations with IRDs.

Methods: Patients underwent a comprehensive ophthalmological evaluation using standard-of-care tests, such as detailed retinal imaging (macular optical coherence tomography and short-wavelength fundus autofluorescence) and electrophysiological testing. Exome and genome sequencing, as well as computer-assisted data analysis were used for genotyping and detection of DNA variants. A minigene-driven splicing assay was performed …


Serum Urate Change Among Gout Patients Treated With Sodium-Glucose Cotransporter Type 2 Inhibitors Vs. Sulfonylurea: A Comparative Effectiveness Analysis, Chio Yokose, Greg Challener, Bohang Jiang, Baijun Zhou, Natalie Mccormick, Sruthi Tanikella, Kila Mei Qin Panchot, Minna J Kohler, Janeth Yinh, Yuqing Zhang, David W Bates, James L Januzzi, Meghan Sise, Deborah Wexler, Hyon K Choi Jun 2024

Serum Urate Change Among Gout Patients Treated With Sodium-Glucose Cotransporter Type 2 Inhibitors Vs. Sulfonylurea: A Comparative Effectiveness Analysis, Chio Yokose, Greg Challener, Bohang Jiang, Baijun Zhou, Natalie Mccormick, Sruthi Tanikella, Kila Mei Qin Panchot, Minna J Kohler, Janeth Yinh, Yuqing Zhang, David W Bates, James L Januzzi, Meghan Sise, Deborah Wexler, Hyon K Choi

Faculty, Staff and Students Publications

Objective: To investigate the serum urate (SU) change among gout patients initiating SGLT2i, and to compare with sulfonylurea, the second-most widely used glucose-lowering medication after metformin.

Methods: We conducted a cohort study of patients with gout and baseline SU >6 mg/dL who had SU measured within 90 days before and after SGLT2i or sulfonylurea initiation. Using multivariable linear regression, we compared SU change among SGLT2i initiators between those with and without diabetes and then compared SU change between SGLT2i and sulfonylurea.

Results: We identified 28 patients with gout initiating SGLT2i (including 16 with diabetes) and 28 patients initiating sulfonylurea (all …


Inter-Institutional Analysis Of Skin Of Color Representation In Dermatological Lecture Content At Md And Do Medical Schools, Oluwafunke Oluwatosin Ogunremi May 2024

Inter-Institutional Analysis Of Skin Of Color Representation In Dermatological Lecture Content At Md And Do Medical Schools, Oluwafunke Oluwatosin Ogunremi

Sanford School of Medicine Posters and Presentations

The purpose of this study was to analyze the lecture materials provided in medical schools through a diversity lens. Skin pathologies manifest distinctively on various shades of skin and physicians must be equipped with the proper knowledge to identify and diagnose these conditions accurately and promptly. For most medical students, images in prominent textbooks and lecture slides are their first encounter with disease presentations. Therefore, it is important to analyze the diversity of skin tones in the content that is being delivered. Specifically, the use of images featuring darker skin tones compared to those depicting lighter skin tones. This study …


Sdsma 2024: Inter-Institutional Analysis Of Skin Of Color Representation In Dermatological Lecture Content At Md And Do Medical Schools, Oluwafunke Oluwatosin Ogunremi May 2024

Sdsma 2024: Inter-Institutional Analysis Of Skin Of Color Representation In Dermatological Lecture Content At Md And Do Medical Schools, Oluwafunke Oluwatosin Ogunremi

Sanford School of Medicine Posters and Presentations

The purpose of this study was to analyze the lecture materials provided in medical schools through a diversity lens. Skin pathologies manifest distinctively on various shades of skin and physicians must be equipped with the proper knowledge to identify and diagnose these conditions accurately and promptly. For most medical students, images in prominent textbooks and lecture slides are their first encounter with disease presentations. Therefore, it is important to analyze the diversity of skin tones in the content that is being delivered. Specifically, the use of images featuring darker skin tones compared to those depicting lighter skin tones. This study …


Vaccine Uptake And Intentions: Insights From A Texas Survey On Factors Influencing Covid-19 Vaccination Decisions, Yordanos M Tiruneh, Paula M Cuccaro, Kimberly S Elliott, Jing Xie, Journey Martinez, Mark Owens, Christian R Alvarado, Jose-Miguel Yamal May 2024

Vaccine Uptake And Intentions: Insights From A Texas Survey On Factors Influencing Covid-19 Vaccination Decisions, Yordanos M Tiruneh, Paula M Cuccaro, Kimberly S Elliott, Jing Xie, Journey Martinez, Mark Owens, Christian R Alvarado, Jose-Miguel Yamal

Faculty, Staff and Student Publications

The effectiveness of COVID-19 vaccines depends on widespread vaccine uptake. Employing a telephone-administered weighted survey with 19,502 participants, we examined the determinants of COVID-19 vaccine acceptance among adults in Texas. We used multiple regression analysis with LASSO-selected variables to identify factors associated with COVID-19 vaccine uptake and intentions to receive the vaccine among the unvaccinated. The prevalence of unvaccinated individuals (22%) was higher among those aged 18-39, males, White respondents, English speakers, uninsured individuals, those facing financial challenges, and individuals expressing no concern about contracting the illness. In a fully adjusted regression model, higher odds of being unvaccinated were observed …


Two Genome-Wide Interaction Loci Modify The Association Of Nonsteroidal Anti-Inflammatory Drugs With Colorectal Cancer, David A Drew, Andre E Kim, Yi Lin, Conghui Qu, John Morrison, Juan Pablo Lewinger, Eric Kawaguchi, Jun Wang, Yubo Fu, Natalia Zemlianskaia, Virginia Díez-Obrero, Stephanie A Bien, Niki Dimou, Demetrius Albanes, James W Baurley, Anna H Wu, Daniel D Buchanan, John D Potter, Ross L Prentice, Sophia Harlid, Volker Arndt, Elizabeth L Barry, Sonja I Berndt, Emmanouil Bouras, Hermann Brenner, Arif Budiarto, Andrea Burnett-Hartman, Peter T Campbell, Robert Carreras-Torres, Graham Casey, Jenny Chang-Claude, David V Conti, Matthew A M Devall, Jane C Figueiredo, Stephen B Gruber, Andrea Gsur, Marc J Gunter, Tabitha A Harrison, Akihisa Hidaka, Michael Hoffmeister, Jeroen R Huyghe, Mark A Jenkins, Kristina M Jordahl, Anshul Kundaje, Loic Le Marchand, Li Li, Brigid M Lynch, Neil Murphy, Rami Nassir, Polly A Newcomb, Christina C Newton, Mireia Obón-Santacana, Shuji Ogino, Jennifer Ose, Rish K Pai, Julie R Palmer, Nikos Papadimitriou, Bens Pardamean, Andrew J Pellatt, Anita R Peoples, Elizabeth A Platz, Gad Rennert, Edward Ruiz-Narvaez, Lori C Sakoda, Peter C Scacheri, Stephanie L Schmit, Robert E Schoen, Mariana C Stern, Yu-Ru Su, Duncan C Thomas, Yu Tian, Konstantinos K Tsilidis, Cornelia M Ulrich, Caroline Y Um, Fränzel J B Van Duijnhoven, Bethany Van Guelpen, Emily White, Li Hsu, Victor Moreno, Ulrike Peters, Andrew T Chan, W James Gauderman May 2024

Two Genome-Wide Interaction Loci Modify The Association Of Nonsteroidal Anti-Inflammatory Drugs With Colorectal Cancer, David A Drew, Andre E Kim, Yi Lin, Conghui Qu, John Morrison, Juan Pablo Lewinger, Eric Kawaguchi, Jun Wang, Yubo Fu, Natalia Zemlianskaia, Virginia Díez-Obrero, Stephanie A Bien, Niki Dimou, Demetrius Albanes, James W Baurley, Anna H Wu, Daniel D Buchanan, John D Potter, Ross L Prentice, Sophia Harlid, Volker Arndt, Elizabeth L Barry, Sonja I Berndt, Emmanouil Bouras, Hermann Brenner, Arif Budiarto, Andrea Burnett-Hartman, Peter T Campbell, Robert Carreras-Torres, Graham Casey, Jenny Chang-Claude, David V Conti, Matthew A M Devall, Jane C Figueiredo, Stephen B Gruber, Andrea Gsur, Marc J Gunter, Tabitha A Harrison, Akihisa Hidaka, Michael Hoffmeister, Jeroen R Huyghe, Mark A Jenkins, Kristina M Jordahl, Anshul Kundaje, Loic Le Marchand, Li Li, Brigid M Lynch, Neil Murphy, Rami Nassir, Polly A Newcomb, Christina C Newton, Mireia Obón-Santacana, Shuji Ogino, Jennifer Ose, Rish K Pai, Julie R Palmer, Nikos Papadimitriou, Bens Pardamean, Andrew J Pellatt, Anita R Peoples, Elizabeth A Platz, Gad Rennert, Edward Ruiz-Narvaez, Lori C Sakoda, Peter C Scacheri, Stephanie L Schmit, Robert E Schoen, Mariana C Stern, Yu-Ru Su, Duncan C Thomas, Yu Tian, Konstantinos K Tsilidis, Cornelia M Ulrich, Caroline Y Um, Fränzel J B Van Duijnhoven, Bethany Van Guelpen, Emily White, Li Hsu, Victor Moreno, Ulrike Peters, Andrew T Chan, W James Gauderman

Faculty, Staff and Student Publications

Regular, long-term aspirin use may act synergistically with genetic variants, particularly those in mechanistically relevant pathways, to confer a protective effect on colorectal cancer (CRC) risk. We leveraged pooled data from 52 clinical trial, cohort, and case-control studies that included 30,806 CRC cases and 41,861 controls of European ancestry to conduct a genome-wide interaction scan between regular aspirin/nonsteroidal anti-inflammatory drug (NSAID) use and imputed genetic variants. After adjusting for multiple comparisons, we identified statistically significant interactions between regular aspirin/NSAID use and variants in 6q24.1 (top hit


The Kat Module Of The Saga Complex Maintains The Oncogenic Gene Expression Program In Mycn- Amplified Neuroblastoma, Clare F Malone, Nathaniel W Mabe, Alexandra B Forman, Gabriela Alexe, Kathleen L Engel, Ying-Jiun C Chen, Melinda Soeung, Silvi Salhotra, Allen Basanthakumar, Bin Liu, Sharon Y R Dent, Kimberly Stegmaier May 2024

The Kat Module Of The Saga Complex Maintains The Oncogenic Gene Expression Program In Mycn- Amplified Neuroblastoma, Clare F Malone, Nathaniel W Mabe, Alexandra B Forman, Gabriela Alexe, Kathleen L Engel, Ying-Jiun C Chen, Melinda Soeung, Silvi Salhotra, Allen Basanthakumar, Bin Liu, Sharon Y R Dent, Kimberly Stegmaier

Faculty, Staff and Student Publications

Pediatric cancers are frequently driven by genomic alterations that result in aberrant transcription factor activity. Here, we used functional genomic screens to identify multiple genes within the transcriptional coactivator Spt-Ada-Gcn5-acetyltransferase (SAGA) complex as selective dependencies for MYCN-amplified neuroblastoma, a disease of dysregulated development driven by an aberrant oncogenic transcriptional program. We characterized the DNA recruitment sites of the SAGA complex in neuroblastoma and the consequences of loss of SAGA complex lysine acetyltransferase (KAT) activity on histone acetylation and gene expression. We demonstrate that loss of SAGA complex KAT activity is associated with reduced MYCN binding on chromatin, suppression of …


Prediction Accuracy Of Soil Chemical Parameters By Field- And Laboratory-Obtained Vis-Nir Spectra After External Parameter Orthogonalization, Konrad Metzger, Frank Liebisch, Juan M Herrera, Thomas Guillaume, Luca Bragazza May 2024

Prediction Accuracy Of Soil Chemical Parameters By Field- And Laboratory-Obtained Vis-Nir Spectra After External Parameter Orthogonalization, Konrad Metzger, Frank Liebisch, Juan M Herrera, Thomas Guillaume, Luca Bragazza

Faculty, Staff and Student Publications

One challenge in predicting soil parameters using in situ visible and near infrared spectroscopy is the distortion of the spectra due to soil moisture. External parameter orthogonalization (EPO) is a mathematical method to remove unwanted variability from spectra. We created two different EPO correction matrices based on the difference between spectra collected in situ and, respectively, spectra collected from the same soil samples after drying and sieving and after drying, sieving and finely grinding. Spectra from 134 soil samples recorded with two different spectrometers were split into calibration and validation sets and the two EPO corrections were applied. Clay, organic …


Nivolumab Plus Relatlimab In Patients With Previously Treated Microsatellite Instability-High/Mismatch Repair-Deficient Metastatic Colorectal Cancer: The Phase Ii Checkmate 142 Study, Michael J Overman, Fabio Gelsomino, Massimo Aglietta, Mark Wong, Maria Luisa Limon Miron, Gregory Leonard, Pilar García-Alfonso, Andrew G Hill, Antonio Cubillo Gracian, Eric Van Cutsem, Bassel El-Rayes, Stephen M Mccraith, Beilei He, Ming Lei, Sara Lonardi May 2024

Nivolumab Plus Relatlimab In Patients With Previously Treated Microsatellite Instability-High/Mismatch Repair-Deficient Metastatic Colorectal Cancer: The Phase Ii Checkmate 142 Study, Michael J Overman, Fabio Gelsomino, Massimo Aglietta, Mark Wong, Maria Luisa Limon Miron, Gregory Leonard, Pilar García-Alfonso, Andrew G Hill, Antonio Cubillo Gracian, Eric Van Cutsem, Bassel El-Rayes, Stephen M Mccraith, Beilei He, Ming Lei, Sara Lonardi

Faculty, Staff and Student Publications

BACKGROUND: Programmed death-1 (PD-1) inhibitors, including nivolumab, have demonstrated long-term survival benefit in previously treated patients with microsatellite instability-high/mismatch repair-deficient (MSI-H/dMMR) metastatic colorectal cancer (CRC). PD-1 and lymphocyte-activation gene 3 (LAG-3) are distinct immune checkpoints that are often co-expressed on tumor-infiltrating lymphocytes and contribute to tumor-mediated T-cell dysfunction. Relatlimab is a LAG-3 inhibitor that has demonstrated efficacy in combination with nivolumab in patients with melanoma. Here, we present the results from patients with MSI-H/dMMR metastatic CRC treated with nivolumab plus relatlimab in the CheckMate 142 study.

METHODS: In this open-label, phase II study, previously treated patients with MSI-H/dMMR metastatic CRC …


Using Patient-Specific 3d Modeling And Simulations To Optimize Microwave Ablation Therapy For Liver Cancer, Amirreza Heshmat, Caleb S O'Connor, Jessica Albuquerque Marques Silva, Iwan Paolucci, Aaron Kyle Jones, Bruno C Odisio, Kristy K Brock May 2024

Using Patient-Specific 3d Modeling And Simulations To Optimize Microwave Ablation Therapy For Liver Cancer, Amirreza Heshmat, Caleb S O'Connor, Jessica Albuquerque Marques Silva, Iwan Paolucci, Aaron Kyle Jones, Bruno C Odisio, Kristy K Brock

Faculty, Staff and Student Publications

Microwave ablation (MWA) of liver tumors presents challenges like under- and over-ablation, potentially leading to inadequate tumor destruction and damage to healthy tissue. This study aims to develop personalized three-dimensional (3D) models to simulate MWA for liver tumors, incorporating patient-specific characteristics. The primary objective is to validate the predicted ablation zones compared to clinical outcomes, offering insights into MWA before therapy to facilitate accurate treatment planning. Contrast-enhanced CT images from three patients were used to create 3D models. The simulations used coupled electromagnetic wave propagation and bioheat transfer to estimate the temperature distribution, predicting tumor destruction and ablation margins. The …


Rebuilding The Health Sector In Gaza: Alternative Humanitarian Voices, Karl Blanchet, Martine Najem, Lina Shadid, Rouba Ali Fehmi, Fawzi Al Hammouri, Ghassan Saed, Khaled J Saleh, Mosab Nasser, Nidal Moukaddam, Jonathan Polonsky, Omar Lattouf May 2024

Rebuilding The Health Sector In Gaza: Alternative Humanitarian Voices, Karl Blanchet, Martine Najem, Lina Shadid, Rouba Ali Fehmi, Fawzi Al Hammouri, Ghassan Saed, Khaled J Saleh, Mosab Nasser, Nidal Moukaddam, Jonathan Polonsky, Omar Lattouf

Faculty, Staff and Students Publications

In November 2023, a variety of disparate health organizations formed an international coalition to consolidate efforts and develop collaborative strategies in response to the increasing critical healthcare challenges caused by the recent war in Gaza. The coalition includes medical and public health experts, humanitarian practitioners, academics, and health policy-makers from across the world. Their membership has not much to do with mainstream humanitarian organisations. It is lead by the diaspora from the region. Their vision is the long-term reconstruction of the health system in Gaza while responding the most urgent needs. This collective effort will require explicit efforts to speak …


Design And Evaluation Of Scancap: A Low-Cost, Reusable Tethered Capsule Endoscope With Blue-Green Illumination Imaging For Unsedated Screening And Early Detection Of Barrett's Esophagus, Cheima Hicheri, Ahad M Azimuddin, Alex Kortum, Joseph Bailey, Yubo Tang, Richard A Schwarz, Daniel Rosen, Shilpa Jain, Nabil M Mansour, Shawn Groth, Shaleen Vasavada, Ashwin Rao, Adrianna Maliga, Leslie Gallego, Jennifer Carns, Sharmila Anandasabapathy, Rebecca Richards-Kortum May 2024

Design And Evaluation Of Scancap: A Low-Cost, Reusable Tethered Capsule Endoscope With Blue-Green Illumination Imaging For Unsedated Screening And Early Detection Of Barrett's Esophagus, Cheima Hicheri, Ahad M Azimuddin, Alex Kortum, Joseph Bailey, Yubo Tang, Richard A Schwarz, Daniel Rosen, Shilpa Jain, Nabil M Mansour, Shawn Groth, Shaleen Vasavada, Ashwin Rao, Adrianna Maliga, Leslie Gallego, Jennifer Carns, Sharmila Anandasabapathy, Rebecca Richards-Kortum

Faculty, Staff and Students Publications

Esophageal carcinoma is the sixth-leading cause of cancer death worldwide. A precursor to esophageal adenocarcinoma (EAC) is Barrett's Esophagus (BE). Early-stage diagnosis and treatment of esophageal neoplasia (Barrett's with high-grade dysplasia/intramucosal cancer) increase the five-year survival rate from 10% to 98%. BE is a global challenge; however, current endoscopes for early BE detection are costly and require extensive infrastructure for patient examination and sedation. We describe the design and evaluation of the first prototype of ScanCap, a high-resolution optical endoscopy system with a reusable, low-cost tethered capsule, designed to provide high-definition, blue-green illumination imaging for the early detection of BE …


Presynaptic Nanoscale Components Of Retrograde Synaptic Signaling, Benjámin Barti, Barna Dudok, Kata Kenesei, Miklós Zöldi, Vivien Miczán, Gyula Y Balla, Diana Zala, Mariana Tasso, Claudia Sagheddu, Máté Kisfali, Blanka Tóth, Marco Ledri, E Sylvester Vizi, Miriam Melis, László Barna, Zsolt Lenkei, Iván Soltész, István Katona May 2024

Presynaptic Nanoscale Components Of Retrograde Synaptic Signaling, Benjámin Barti, Barna Dudok, Kata Kenesei, Miklós Zöldi, Vivien Miczán, Gyula Y Balla, Diana Zala, Mariana Tasso, Claudia Sagheddu, Máté Kisfali, Blanka Tóth, Marco Ledri, E Sylvester Vizi, Miriam Melis, László Barna, Zsolt Lenkei, Iván Soltész, István Katona

Faculty, Staff and Students Publications

While our understanding of the nanoscale architecture of anterograde synaptic transmission is rapidly expanding, the qualitative and quantitative molecular principles underlying distinct mechanisms of retrograde synaptic communication remain elusive. We show that a particular form of tonic cannabinoid signaling is essential for setting target cell–dependent synaptic variability. It does not require the activity of the two major endocannabinoid-producing enzymes. Instead, by developing a workflow for physiological, anatomical, and molecular measurements at the same unitary synapse, we demonstrate that the nanoscale stoichiometric ratio of type 1 cannabinoid receptors (CB1Rs) to the release machinery is sufficient to predict synapse-specific release probability. Accordingly, …


Multifactoral Immune Modulation Potentiates Durable Remission In Multiple Models Of Aggressive Malignancy, Matthew M Halpert, Briana A Burns, Spencer R Rosario, Henry G Withers, Akshar J Trivedi, Colby J Hofferek, Benjamin D Gephart, Haotong Wang, Jonathan Vazquez-Perez, Sharon B Amanya, Sean T Hyslop, Jianhua Yang, Jan O Kemnade, Vlad C Sandulache, Vanaja Konduri, William K Decker May 2024

Multifactoral Immune Modulation Potentiates Durable Remission In Multiple Models Of Aggressive Malignancy, Matthew M Halpert, Briana A Burns, Spencer R Rosario, Henry G Withers, Akshar J Trivedi, Colby J Hofferek, Benjamin D Gephart, Haotong Wang, Jonathan Vazquez-Perez, Sharon B Amanya, Sean T Hyslop, Jianhua Yang, Jan O Kemnade, Vlad C Sandulache, Vanaja Konduri, William K Decker

Faculty, Staff and Students Publications

Tumors typically lack canonical danger signals required to activate adaptive immunity and also frequently employ substantial immunomodulatory mechanisms that downregulate adaptive responses and contribute to escape from immune surveillance. Given the variety of mechanisms involved in shielding tumors from immune recognition, it is not surprising that single-agent immunomodulatory approaches have been largely unsuccessful in generating durable antitumor responses. Here we report a unique combination of immunomodulatory and cytostatic agents that recondition the tumor microenvironment and eliminate complex and/or poor-prognosis tumor types including the non-immunogenic 4T-1 model of TNBC, the aggressive MOC-2 model of HNSCC, and the high-risk MYCN-amplified model of …


The Effect Of A Dynamic Lighting Schedule On Neurobehavioral Performance During A 45-Day Simulated Space Mission, Leilah Grant, Brianne Kent, Shadab Rahman, Melissa St Hilaire, Crystal Kirkley, Kevin Gregory, Toni Clark, John Hanifin, Laura Barger, Charles Czeisler, George Brainard, Steven Lockley, Erin Flynn-Evans May 2024

The Effect Of A Dynamic Lighting Schedule On Neurobehavioral Performance During A 45-Day Simulated Space Mission, Leilah Grant, Brianne Kent, Shadab Rahman, Melissa St Hilaire, Crystal Kirkley, Kevin Gregory, Toni Clark, John Hanifin, Laura Barger, Charles Czeisler, George Brainard, Steven Lockley, Erin Flynn-Evans

Department of Neurology Faculty Papers

Study Objective: We previously reported that during a 45-day simulated space mission, a dynamic lighting schedule (DLS) improved circadian phase alignment and performance assessed once on selected days. This study aimed to evaluate how DLS affected performance on a 5-minute psychomotor vigilance task (PVT) administered multiple times per day on selected days.

Methods: Sixteen crewmembers (37.4 ± 6.7 years; 5F) underwent six cycles of 2 × 8-hour/night followed by 5 × 5-hour/night sleep opportunities. During the DLS (n = 8), daytime white light exposure was blue-enriched (∼6000 K; Level 1: 1079, Level 2: 76 melanopic equivalent daytime illuminance (melEDI) lux) …


Machine Learning Models For Predicting Blood Pressure Phenotypes By Combining Multiple Polygenic Risk Scores, Yana Hrytsenko, Benjamin Shea, Michael Elgart, Nuzulul Kurniansyah, Genevieve Lyons, Alanna C Morrison, April P Carson, Bernhard Haring, Braxton D Mitchell, Bruce M Psaty, Byron C Jaeger, C Charles Gu, Charles Kooperberg, Daniel Levy, Donald Lloyd-Jones, Eunhee Choi, Jennifer A Brody, Jennifer A Smith, Jerome I Rotter, Matthew Moll, Myriam Fornage, Noah Simon, Peter Castaldi, Ramon Casanova, Ren-Hua Chung, Robert Kaplan, Ruth J F Loos, Sharon L R Kardia, Stephen S Rich, Susan Redline, Tanika Kelly, Timothy O'Connor, Wei Zhao, Wonji Kim, Xiuqing Guo, Yii-Der Ida Chen, Trans-Omics In Precision Medicine Consortium, Tamar Sofer May 2024

Machine Learning Models For Predicting Blood Pressure Phenotypes By Combining Multiple Polygenic Risk Scores, Yana Hrytsenko, Benjamin Shea, Michael Elgart, Nuzulul Kurniansyah, Genevieve Lyons, Alanna C Morrison, April P Carson, Bernhard Haring, Braxton D Mitchell, Bruce M Psaty, Byron C Jaeger, C Charles Gu, Charles Kooperberg, Daniel Levy, Donald Lloyd-Jones, Eunhee Choi, Jennifer A Brody, Jennifer A Smith, Jerome I Rotter, Matthew Moll, Myriam Fornage, Noah Simon, Peter Castaldi, Ramon Casanova, Ren-Hua Chung, Robert Kaplan, Ruth J F Loos, Sharon L R Kardia, Stephen S Rich, Susan Redline, Tanika Kelly, Timothy O'Connor, Wei Zhao, Wonji Kim, Xiuqing Guo, Yii-Der Ida Chen, Trans-Omics In Precision Medicine Consortium, Tamar Sofer

Faculty, Staff and Student Publications

We construct non-linear machine learning (ML) prediction models for systolic and diastolic blood pressure (SBP, DBP) using demographic and clinical variables and polygenic risk scores (PRSs). We developed a two-model ensemble, consisting of a baseline model, where prediction is based on demographic and clinical variables only, and a genetic model, where we also include PRSs. We evaluate the use of a linear versus a non-linear model at both the baseline and the genetic model levels and assess the improvement in performance when incorporating multiple PRSs. We report the ensemble model's performance as percentage variance explained (PVE) on a held-out test …