Digital Commons Network^™

Mood And Sleep In Young Adults With Type 1 Diabetes, Samantha A Carreon, Marissa N Baudino, Charles G Minard, Sarah K Lyons, Randi Streisand, Barbara J Anderson, Siripoom V Mckay, Tricia S Tang, Sara Nowakowski, Ashley M Butler, Sridevi Devaraj, Marisa E Hilliard

Faculty, Staff and Students Publications

Objective: Depression is associated with sleep problems, and both are associated with higher HbA1c in people with type 1 diabetes (T1D). However, little is known about depressed mood and sleep in young adults with T1D. The aims of this secondary analysis were to provide descriptive statistics of multiple aspects of mood and sleep in young adults with T1D and evaluate associations of depressed mood, diabetes distress, and sleep quality and duration.

Methods: At baseline of a behavioral intervention trial, young adults with T1D completed self-report measures of sleep, diabetes distress, and depressive symptoms. We described sleep metrics across racial/ethnic groups …

Low-Dose Metformin Requires Brain Rap1 For Its Antidiabetic Action, Hsiao-Yun Lin, Weisheng Lu, Yanlin He, Yukiko Fu, Kentaro Kaneko, Peimeng Huang, Ana B De La Puente-Gomez, Chunmei Wang, Yongjie Yang, Feng Li, Yong Xu, Makoto Fukuda

Faculty, Staff and Students Publications

Metformin is the most commonly prescribed antidiabetes drug, yet its precise mechanism of action remains controversial. Previous studies have suggested that metformin acts peripherally by reducing hepatic glucose output and altering gut functions. Here, we report a neural mechanism via the small guanosine triphosphatase Ras-related protein 1 (Rap1). Mice with forebrain-specific Rap1 knockout exhibited resistance to the antidiabetic effects of low-dose metformin while remaining sensitive to other antidiabetic agents. Centrally administered metformin inhibited brain Rap1 and reduced hyperglycemia. Conversely, forced activation of brain Rap1 increased glycemia and abolished the glycemic effect of metformin. Metformin activated a specific subset of neurons …

Integrative Exome Sequencing And Machine Learning Identify Micb And Interferon Pathway Genes As Contributors To Ssc Risk, Shamika Ketkar, Hongzheng Dai, Lindsay Burrage, David Murdock, Brian Dawson, Marialbert Acosta-Herrera, Martin Kerick, Javier Martin, Kevin Wilhelm, Jennifer Kay Asmussen, Olivier Lichtarge, Regeneron Genetics Center, Shervin Assassi, Maureen D Mayes, Brendan H Lee

Faculty, Staff and Students Publications

Objectives: Systemic sclerosis (SSc) is a complex autoimmune disease with both known and unidentified genetic contributors. While genome-wide association studies (GWAS) have implicated multiple loci, many reside in noncoding regions. We aimed to identify novel protein-coding variants and pathogenic pathways using exome sequencing (ES) integrated with an Evolutionary Action-Machine Learning (EAML) framework, single-cell RNA sequencing (scRNA-seq), and expression quantitative trait locus (eQTL) analysis.

Methods: GWAS was conducted in 2,559 SSc cases and 893 controls of Caucasian ancestry, with replication in 9,846 cases and 18,333 controls of European ancestry. EAML prioritized genes with high-impact missense variants predictive of disease. Public scRNA-seq …

The Microrna Mir-30a Blocks Adipose Tissue Fibrosis Accumulation In Obesity, Pradip K Saha, Robert Sharp, Aaron R Cox, Rabie Habib, Michael J Bolt, Jessica B Felix, Claudia E Ramirez Bustamante, Xin Li, Sung Yun Jung, Kang Ho Kim, Kai Sun, Huaizhu Wu, Samuel Klein, Sean M Hartig

Faculty, Staff and Student Publications

White adipose tissue (WAT) fibrosis occurring in obesity contributes to the inflammatory and metabolic comorbidities of insulin resistance and type 2 diabetes, yet the mechanisms involved remain poorly understood. Here, we report a role for the broadly conserved miRNA miR-30a as a regulator of WAT fibrosis and systemic glucose metabolism. Mice modified to express miR-30a at elevated levels in adipose tissues maintain insulin sensitivity coupled with reduced fatty liver disease when fed a high-fat diet. These effects were attributable to cell-autonomous functions of miR-30a that potently increase expression of adipocyte-specific genes. Proteomic screening revealed miR-30a limits profibrotic programs in subcutaneous …

Folliculin Depletion Results In Liver Cell Damage And Cholangiocarcinoma Through Mit/Tfe Activation, Bruno Maria Custode, Francesco Annunziata, Felipe Dos Santos Matos, Valentina Schiano, Veronica Maffia, Milena Lillo, Rita Colonna, Rossella De Cegli, Andrea Ballabio, Nunzia Pastore

Duncan NRI Faculty and Staff Publications

Mutations in the tumor suppressor gene Folliculin (FLCN) are responsible for Birt-Hogg-Dube’ (BHD) syndrome, a rare inherited condition that predisposes affected individuals to skin tumors, pulmonary cysts, and kidney tumors. FLCN regulates key cellular pathways, including TFEB, TFE3, and mTORC1, which are critical for maintaining cell homeostasis. Loss of FLCN leads to both hyperactivation of mTORC1 and constitutive activation of TFEB and TFE3, contributing to tumorigenesis. While previous studies showed that Flcn liver-specific conditional knockout (FlcnLiKO) mice are protected from developing liver fibrosis and damage upon high-fat diet exposure, the potential role of FLCN loss in liver carcinogenesis …

De Novo And Inherited Variants In Ddx39b Cause A Novel Neurodevelopmental Syndrome, Kevin T A Booth, Sharayu V Jangam, Martin M C Chui, Kayla Treat, Lorenzo Graziani, Alessia Soldano, Yao Ruan, Jeffrey Wan-Hei Hui, Kerry White, Celanie K Christensen, Ty Lynnes, Shinya Yamamoto, Oguz Kanca, Mandy H Y Tsang, Sally A Lynch, Sureni V Mullegama, Julia Baptista, Daniela Iancu, Shelagh K Joss, Sandra Y Y Wong, Christopher C Y Mak, Anna K Y Kwong, Hugo J Bellen, Erin Conboy, Remo Sanges, Anskar Yu-Hung Leung, Michael F Wangler, Brian H Y Chung, Francesco Vetrini

Duncan NRI Faculty and Staff Publications

DDX39B is a conserved member of the DEAD-box family of ATP-dependent RNA helicases, critical in mRNA metabolism across eukaryotes. DDX39B is also a core component of the TRanscription-EXport (TREX) super protein complex, and recent studies have highlighted the important role of its subunits in neurodevelopmental disorders. Here, we describe six individuals from five families, four harbouring de novo missense variants in DDX39B and one with an inherited splicing variant, presenting with variable developmental delay, congenital hypotonia, epilepsy, short stature, skeletal abnormalities, dysmorphic features and microcephaly in three patients.

3D molecular modelling predicts these variants would alter protein structure. In vitro …

Are There Rural-Urban Disparities In Cardiovascular Disease Hospitalization And Other Outcomes In People With Gout? A Nationwide Us Study, Jasvinder A Singh, Sumanth R Chandrupatla

Faculty, Staff and Students Publications

Objective: The objective of this study was to assess whether rural vs urban patient residence is associated with the risk of myocardial infarction (MI) hospitalization and other outcomes in people with gout.

Methods: We used the 2016-2019 U.S. National Inpatient Sample (NIS) database to assess whether rural patient residence is associated with a higher risk of MI hospitalizations in gout, while adjusting for demographics (age, sex, race), comorbidity, median household income, insurance payer, and hospital characteristics (location and teaching status, bed size, hospital control, and hospital region). We calculated adjusted odds ratios (aORs) and 95% CIs (CIs).

Results: We found …

Lack Of Relationships Between Ketamine Treatment And Peripheral Neurotrophic And Inflammatory Factors In A Randomized Controlled Ketamine Trial Of Major Depressive Disorder, Manivel Rengasamy, Benjamin Panny, Zakary Hutchinson, Anna Marsland, Tessa Kovats, Angela Griffo, Crystal Spotts, Robert H Howland, Meredith L Wallace, Sanjay J Mathew, Shabnam Hossein, Rebecca B Price

Staff and Researcher Publications

Background: Ketamine is a rapid-acting treatment for treatment-resistant depression (TRD), though mechanisms related to ketamine's effects remain unclear. Blood-based neurotrophic and inflammatory factors (NIFs; e.g., brain-derived neurotrophic factor, interleukin-6) have emerged as markers potentially linked to ketamine and ketamine treatment response.

Methods: In this secondary analysis of a randomized controlled trial (RCT), 133 adults with TRD received a single-dose infusion of ketamine (n = 89; 0.5 mg/kg) or saline (n = 44) and provided measures of peripheral blood NIF levels and depression severity across a five-day post-infusion period. Differences between ketamine and saline groups were examined for (1) NIF levels, …

Safety And Efficacy Of Deep Tms For Adolescent Depression Based On Large Real-World Data Analysis, Yiftach Roth, Aron Tendler, Gaby S Pell, Teejay Tripp, Philip Yam, Dianne Dekeyser, Mah Mekolle, Jayson Tripp, Aaron J Dahl, Owen S Muir, Carlene M Macmillan, Kevin R Rosi, Steven A Harvey, Teresa Poprawski, Kevin M Kinback, Oluremi Adefolarin, Alexander Rohr, Mark E Blair, Diana Ghelber, Raymond Y Cho, Hannah R Kelly, Raymond C Garcia, Amita Jha, Richard A Bermudes, Colleen A Hanlon

Staff and Researcher Publications

Adolescent major depressive disorder (MDD) is a prevalent and serious mental health condition. Pharmacological treatments are commonly used but often have poor tolerability and severe side effects, such as suicidal ideation. Deep transcranial magnetic stimulation (TMS) is currently cleared treating MDD in individuals 22-86 years old. This post-marketing surveillance study was designed to evaluate the safety and efficacy of using this tool as a treatment for MDD in younger patients. Data were collected from 56 sites, resulting in 1257 patients that met inclusion criteria (e.g. 11-21 years old, H1 coil, 18 Hz or iTBS, treatment-resistant MDD). Treatment was well tolerated …

Comparative Efficacy Of Current Topical Treatments For Dry Eye Disease: A Review Of Pivotal Clinical Trials Evaluating Corneal Staining Outcomes, Ahmad Fahmy, Masih Ahmed, Stephen Pflugfelder, Anara Serikbaeva, Fang-Wei Tsao

Faculty, Staff and Students Publications

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Genetic Diversity And Expanded Phenotypes In Dystonia: Insights From Large-Scale Exome Sequencing, Mirja Thomsen, Joel S Perlmutter, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Dystonia is one of the most prevalent movement disorders, characterized by significant clinical and etiological heterogeneity. Despite considerable heritability (~25%), the etiology in most patients remains elusive. Moreover, understanding correlations between clinical manifestations and genetic variants has become increasingly complex.

METHODS: Exome sequencing was conducted on 1924 genetically unsolved, mainly late-onset isolated dystonia patients, recruited primarily from two dystonia registries (DysTract and the Dystonia Coalition). Rare variants in genes previously linked to dystonia (n = 406) were examined, confirmed via Sanger sequencing, and analyzed for segregation when possible.

RESULTS: We identified 137 distinct likely pathogenic/pathogenic variants (according to ACMG …

High-Density Lipoprotein-Associated Cholesterol Abnormalities In A Clinical Outcomes Study Of Dysferlin-Deficient Limb-Girdle Muscular Dystrophy Type R2, Zoe White, Alan Pestronk, Et Al.

2020-Current year OA Pubs

BACKGROUND: Limb-girdle muscular dystrophy (MD) type R2 (LGMDR2, formerly LGMD2B) is an autosomal recessive form of MD caused by variants in the dysferlin gene, DYSF. It leads to slow proximal and distal muscle weakening that generally results in loss of ambulation around early adulthood but without the lethal cardiorespiratory dysfunction observed in the more severe Duchenne MD. How loss of dysferlin causes muscle fibre death is poorly understood, but recent evidence suggests a link between muscle wasting and loss of muscle cholesterol homeostasis with circulating lipoprotein abnormalities in many forms of MD.

METHODS: Cross-sectional circulating total cholesterol (CHOL), high-density lipoprotein-associated …

Changes In Post-Transplant Serum Testosterone Levels In Men Undergoing Lung Transplantation: A Pilot Study Using The Trinetx Research Network, Austin Thompson, Danly Omil-Lima, Jaime Abraham Perez, Erin Jesse, Mohit Khera, Kenneth Chavin, Nannan Thirumavalavan

Faculty, Staff and Students Publications

Hypogonadism is understudied in men requiring solid organ transplants, particularly among lung transplant recipients. Improvement in serum testosterone levels has been reported in kidney and liver transplantation. Using the TriNetX Research Network, we performed a retrospective cohort study to evaluate the incidence of peri-transplant hypogonadism and the natural course of serum testosterone following successful lung transplantation. Men aged ≥ 18 with a lung transplant and total testosterone drawn within one year pre- and post-transplant were included. Men with receipt of testosterone therapy were excluded. A low testosterone (< 300 ng/dL) and normal testosterone (≥300 ng/dL) cohort was created before employing descriptive and analytic statistics to investigate the incidence of peri-transplant hypogonadism and the change in serum testosterone levels following lung transplantation. In our entire cohort, lung transplantation was not associated with a significant increase in post-transplant serum testosterone (329.86 ± 162.56 ng/dL pre-transplant and 355.13 ± 216.11 ng/dL post-transplant, p = 0.483). The number of men with low testosterone decreased by 9.8% following lung transplantation but was not significant, p = 0.404. In this pilot study, no significant change in the number of hypogonadal men nor serum testosterone levels was observed among men undergoing lung transplantation.

Global Cardiac Anesthesia Workforce Assessment: A Cross-Sectional Observational Survey Study, Alexander J C Mittnacht, Carolina S Romero Garcia, Joshua B Cadwell, Jiapeng Huang, Iwan Sofjan, Mohamed R Eltahan, Hong Liu, Chirojit Mukherjee, Fabio Guarracino, Andrew Shaw, Pablo Motta, International Academy Of Cardiac Anaesthesiologists (Iaca) Global Survey Team

Faculty, Staff and Students Publications

Objective: The primary aim of this survey was to assess the demographics, training background, practice setting, and work environment of cardiac anesthesiologists globally.

Design: Cross-sectional study of the global cardiac anesthesia workforce. A multilingual web-based survey was conducted between June 1 and December 31, 2023.

Setting: The survey was distributed via cardiac anesthesia societies, special interest groups, and social media using a non-probabilistic sample and with snowballing techniques.

Participants: Anesthesiologists actively practicing cardiac anesthesia.

Interventions: None.

Measurements and main results: In total, 3,430 participants from 99 countries responded. Results were summarized as descriptive data comparing geographical regions, and noticeable differences …

Notice-Ed: Nurse Or Technician Insights Into Cognitive Evaluations In The Emergency Department, Sarah J Nessen, Anita N Chary, Annika R Bhananker, K Jane Muir, Lauren T Southerland, Kyra O'Brien, Ari B Friedman

Faculty, Staff and Students Publications

Background: Several strategies have been proposed to increase chronic cognitive impairment (CI) screening in the emergency department (ED). Our goal was to assess the feasibility and acceptability of implementing specific CI screening tools and strategies in the ED from an ED registered nurse and technician perspective.

Methods: We performed a qualitative study using semi-structured interviews with a purposive sample of ED nurses and ED technicians (EDTs). Participants worked at an urban academic hospital and were interviewed between November 2023 and March 2024. Interviews assessed participants' opinions on the feasibility and acceptability of CI screening and the use of machine learning …

Real-World Outcomes And Management Considerations Following Surgical Aortic Valve Replacement With The Trifecta Valve, Dan Gutfinger, Ibrahim Sultan, Gorav Ailawadi, Danny Ramzy, Tsuyoshi Kaneko, Yang Yu, Geetanjali Meka, Julie B Prillinger, Joseph E Bavaria

2020-Current year OA Pubs

BACKGROUND: Bioprosthetic surgical aortic valve replacement (SAVR) using the Trifecta valve was frequently chosen because of its large opening area and low transvalvular gradient. However, long-term follow-up revealed the potential for early structural valve deterioration. To further assess the long-term clinical outcomes and management considerations for patients implanted with the Trifecta valve, a real-world study using Medicare fee-for-service claims data was conducted with a focus on Trifecta valve reintervention.

METHODS: De-identified patients undergoing SAVR with the Trifecta™ valve (Abbott) in the U.S. between 1/1/2011-12/31/2021 were selected by ICD-9/10 procedure codes and then linked to a manufacturer device tracking database. All-cause …

N-Acetylaspartate From Fat Cells Regulates Postprandial Body Temperature, Jessica B Felix, Pradip K Saha, Evelyn L De Groot, Lin Tan, Robert Sharp, Elizabeth S Anaya, Yafang Li, Holly Quang, Nooshin Saidi, Layla Abushamat, Christie M Ballantyne, Christopher I Amos, Philip L Lorenzi, Samuel Klein, Xia Gao, Sean M Hartig

Faculty, Staff and Students Publications

N-acetylaspartate (NAA), the brain’s second most abundant metabolite, provides essential substrates for myelination through its hydrolysis1. However, the physiological roles of NAA in other tissues remain unknown. Here, we show that aspartoacylase (ASPA) expression in white adipose tissue (WAT) governs blood NAA levels for postprandial body temperature regulation. Genetic ablation of Aspa in mice resulted in systemically elevated NAA levels, and the ensuing accumulation in WAT stimulated pyrimidine production. Stable isotope tracing confirmed higher incorporation of glucose-derived carbon into pyrimidine metabolites in Aspa knockout cells. Additionally, serum NAA levels positively correlated with the abundance of the pyrimidine …

A Simple, Interpretable Machine Learning Model Based On Clinical Factors Accurately Predicts Incident Dysplasia Or Malignancy In Barrett's Esophagus, Ashwin Rao, Jasmine Haydel, Samuel Ma, Aaron P Thrift, Theresa Nguyen-Wenker, Hashem B El-Serag

Faculty, Staff and Students Publications

Purpose: Identifying patients likely to develop dysplasia or malignancy is critical for effective surveillance in patients with Barrett's Esophagus (BE). However, current predictive models are limited. We evaluated the performance of machine learning (ML) models in predicting incident dysplasia or malignancy in a cohort of veteran patients with BE.

Methods: We analyzed data from 598 patients newly diagnosed with non-dysplastic BE (NDBE), BE indefinite for dysplasia (BE-IND), and BE with non-persistent low-grade dysplasia (LGD) at the Michael DeBakey Veterans Affairs Medical Center from November 1990 to January 2019 with follow-up through January 2024. Progressors were patients who developed persistent LGD, …

The Microrna Mir-30a Blocks Adipose Tissue Fibrosis Accumulation In Obesity, Pradip K Saha, Robert Sharp, Aaron R. Cox, Rabie Habib, Michael J. Bolt, Jessica B. Felix, Claudia E. Ramirez Bustamante, Xin Li, Sung Yun Jung, Kang Ho Kim, Kai Sun, Huaizhu Wu, Samuel Klein, Sean M. Hartig

2020-Current year OA Pubs

White adipose tissue (WAT) fibrosis occurring in obesity contributes to the inflammatory and metabolic comorbidities of insulin resistance and type 2 diabetes, yet the mechanisms involved remain poorly understood. Here, we report a role for the broadly conserved miRNA miR-30a as a regulator of WAT fibrosis and systemic glucose metabolism. Mice modified to express miR-30a at elevated levels in adipose tissues maintain insulin sensitivity coupled with reduced fatty liver disease when fed a high-fat diet. These effects were attributable to cell-autonomous functions of miR-30a that potently increase expression of adipocyte-specific genes. Proteomic screening revealed miR-30a limits profibrotic programs in subcutaneous …

Sex-Related Measurement Bias In Autism Spectrum Disorder Symptoms In The Baby Siblings Research Consortium, Catherine A Burrows, Natasha Marrus, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Disparities exist in age of diagnosis and prevalence of autism spectrum disorder (ASD) for female compared with male children. Correcting for sources of bias is critical for improving equitable ASD identification.

OBJECTIVE: To determine whether sex differences exist in measurement of ASD symptoms using the Autism Diagnostic Observation Schedule (ADOS) among young children at high familial likelihood (HFL) and low familial likelihood (LFL) of ASD.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study collected longitudinal, prospective data from the Baby Siblings Research Consortium between January 1, 2003, and December 31, 2021. Participants included 3106 children who had an older sibling …

Implementation Outcomes Of A Patient Decision-Aid In A Diverse Population With Systemic Lupus Erythematosus In 15 Us Rheumatology Clinics, Jasvinder A Singh, Seth Eisen, Alfred Kim, Et Al.

2020-Current year OA Pubs

OBJECTIVE: The objective of this study was to examine the clinical outcomes during the implementation of a self-administered patient decision-aid (PtDA) for lupus.

METHODS: We provided an effective computerized lupus PtDA in 15 rheumatology outpatient clinics 2019-2024 (including the COVID pandemic). We undertook Organizational Readiness to Implement Change Surveys (ORICs) and Team Learning and Psychological Safety Surveys (TLPSSs) at baseline. The primary study outcome objective measure, percent penetration/reach, was defined as the number of patients who viewed the lupus PtDA at the end of the study, divided by the total number of eligible patients (times 100). We used validated clinical …

Disruption Of The Cerebrospinal Fluid-Plasma Protein Balance In Cognitive Impairment And Aging, Amelia Farinas, Daniel Western, Jigyasha Timsina, Carlos Cruchaga, Et Al.

2020-Current year OA Pubs

The brain barrier system, including the choroid plexus, meninges and brain vasculature, regulates substrate transport and maintains differential protein concentrations between blood and cerebrospinal fluid (CSF). Aging and neurodegeneration disrupt brain barrier function, but proteomic studies of the effects on blood-CSF protein balance are limited. Here we used SomaScan proteomics to characterize paired CSF and plasma samples from 2,171 healthy or cognitively impaired older individuals from multiple cohorts, including the Global Neurodegeneration Proteomics Consortium. We identified proteins with correlated CSF and plasma levels that are produced primarily outside the brain and are enriched for structural domains that may enable their …

Benefit Of Early Oseltamivir Therapy For Adults Hospitalized With Influenza A: An Observational Study, Nathaniel M Lewis, Jennie H Kwon, Et Al.

2020-Current year OA Pubs

BACKGROUND: Clinical guidelines recommend initiation of antiviral therapy as soon as possible for patients hospitalized with confirmed or suspected influenza.

METHODS: A multicenter US observational sentinel surveillance network prospectively enrolled adults (aged ≥18 years) hospitalized with laboratory-confirmed influenza at 24 hospitals during 1 October 2022-21 July 2023. A multivariable proportional odds model was used to compare peak pulmonary disease severity (no oxygen support, standard supplemental oxygen, high-flow oxygen/non-invasive ventilation, invasive mechanical ventilation, or death) after the day of hospital admission among patients starting oseltamivir treatment on the day of admission (early) versus those who did not (late or not treated), …

Combination Effect Of Finerenone And Empagliflozin In Participants With Chronic Kidney Disease And Type 2 Diabetes Using A Uacr Endpoint (Confidence) Trial: Baseline Clinical Characteristics, Rajiv Agarwal, Janet B Mcgill, Et Al.

2020-Current year OA Pubs

BACKGROUND: Finerenone, a selective nonsteroidal mineralocorticoid receptor antagonist, and sodium-glucose cotransporter 2 inhibitors (SGLT2is) both reduce chronic kidney disease (CKD) progression and improve kidney/cardiovascular (CV) outcomes. The CONFIDENCE (COmbinatioN effect of FInerenone anD EmpaglifloziN in participants with chronic kidney disease and type 2 diabetes using a UACR Endpoint) study (NCT05254002; EudraCT 2021-003037-11) hypothesis is that early combination of finerenone and empagliflozin, an SGLT2i, is superior to either drug alone in reducing urine albumin-to-creatinine ratio (UACR) over 6 months.

METHODS: CONFIDENCE is an ongoing, fully enrolled, randomized, controlled, double-blind, multicentre phase 2 clinical trial in adults (≥18 years of age) with …

Tau Pet Positivity In Individuals With And Without Cognitive Impairment Varies With Age, Amyloid-Β Status, Apoe Genotype And Sex, Rik Ossenkoppele, Tammy L S Benzinger, Et Al.

2020-Current year OA Pubs

Tau positron emission tomography (PET) imaging allows in vivo detection of tau proteinopathy in Alzheimer's disease, which is associated with neurodegeneration and cognitive decline. Understanding how demographic, clinical and genetic factors relate to tau PET positivity will facilitate its use for clinical practice and research. Here we conducted an analysis of 42 cohorts worldwide (N = 12,048), including 7,394 cognitively unimpaired (CU) participants, 2,177 participants with mild cognitive impairment (MCI) and 2,477 participants with dementia. We found that from age 60 years to 80 years, tau PET positivity in a temporal composite region increased from 1.1% to 4.4% among CU …

Shared And Disease-Specific Pathways In Frontotemporal Dementia And Alzheimer's And Parkinson's Diseases, Muhammad Ali, Yike Chen, Ying Xu, Katherine Gong, Menghan Liu, Jigyasha Timsina, Daniel Western, Chengran Yang, Gyujin Heo, Carlos Cruchaga, Et Al.

2020-Current year OA Pubs

Neurodegenerative diseases (NDs), such as Alzheimer's disease (AD), Parkinson's disease (PD) and frontotemporal dementia (FTD), exhibit distinct yet overlapping pathological mechanisms. Leveraging large-scale plasma proteomics data from the Global Neurodegeneration Proteomics Consortium, we analyzed 10,527 plasma samples (1,936 AD, 525 PD, 163 FTD, 1,638 dementia and 6,265 controls) to identify disease-specific and shared proteins across NDs. We identified 5,187 proteins significantly associated with AD, 3,748 with PD and 2,380 with FTD that revealed both common and divergent proteomic signatures, which were confirmed by multiple analytical approaches and orthogonal validation. PD and FTD showed the highest overlap (r

Do Risk Factors For Hcc Impact The Association Of Ct/Mri Lirads Major Features With Hcc? An Individual Participant Data Meta-Analysis, Robert G Adamo, Daniel R Ludwig, Tyler J Fraum, Et Al.

2020-Current year OA Pubs

No abstract provided.

Longer Scans Boost Prediction And Cut Costs In Brain-Wide Association Studies, Leon Qi Rong Ooi, Scott Marek, Nico U F Dosenbach, Timothy O Laumann, Evan M Gordon, Et Al.

2020-Current year OA Pubs

A pervasive dilemma in brain-wide association studies

Germline Genetic Variation Impacts Clonal Hematopoiesis Landscape And Progression To Malignancy, Jie Liu, Duc Tran, Brian J Wiley, Irenaeus C C Chan, Indraniel Das, Li Ding, Yin Cao, Matthew J Walter, Daniel C Link, Kelly L Bolton, Et Al.

2020-Current year OA Pubs

With age, clonal expansions occur pervasively across normal tissues yet only in rare instances lead to cancer, despite being driven by well-established cancer drivers. Characterization of the factors that influence clonal progression is needed to inform interventional approaches. Germline genetic variation influences cancer risk and shapes tumor mutational profile, but its influence on the mutational landscape of normal tissues is not well known. Here we studied the impact of germline genetic variation on clonal hematopoiesis (CH) in 731,835 individuals. We identified 22 new CH-predisposition genes, most of which predispose to CH driven by specific mutational events. CH-predisposition genes contribute to …

Comparing Machine Learning Techniques For Neonatal Mortality Prediction: Insights From A Modeling Competition, Brynne A Sullivan, Alvaro G Moreira, Ryan M Mcadams, Lindsey A Knake, Ameena Husain, Jiaxing Qiu, Avinash Mudireddy, Abrar Majeedi, Wissam Shalish, Douglas E Lake, Zachary A Vesoulis

2020-Current year OA Pubs

BACKGROUND: Predicting mortality risk in neonatal intensive care units (NICUs) is challenging due to complex, variable clinical and physiological data. Machine learning (ML) offers potential for more accurate risk stratification.

OBJECTIVE: To compare the performance of various ML models in predicting NICU mortality using a team-based modeling competition.

METHODS: We conducted a modeling competition with five neonatologist-led teams applying ML techniques-logistic regression, CatBoost, neural networks, random forest, and XGBoost-to a shared dataset from over 6,000 NICU admissions. The dataset included static demographic and clinical variables, alongside daily samples of heart rate and oxygen saturation. Each team developed models to predict …