Digital Commons Network^™

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 …

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 …

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.

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 …

Sinus Tarsi Versus Extended Lateral Approach For Displaced Intra-Articular Calcaneal Fractures: A Single Surgeon's Experience, Philip K Lim, Adam J Miller, Justin Haghverdian, Ramzy Meremikwu, M Kareem Shaath, John W Munz

Faculty, Staff and Student Publications

Background

The aim of the study is to investigate the differences between the extensile lateral (EL) and sinus tarsi (ST) approaches for the treatment of displaced intra-articular calcaneus fractures as treated by a single surgeon.

Methods

A retrospective cohort study performed at a Level 1 trauma center. One hundred twenty-nine consecutive intra-articular calcaneus fractures from 2011 to 2018 that were surgically treated by a single surgeon. Primary outcomes were time to surgery, operative time, postoperative restoration of the critical angle of Gissane, postoperative wound complications, and need for unplanned re-operation.

Results

Patient characteristics, including demographics, mechanism of injury, and fracture …

Does Midbrain Atrophy Distinguish Progressive Supranuclear Palsy From Frontotemporal Dementia?, Mauro César Quintão E Silva Cunningham, Sarah Teixeira Camargos, Vinícius Ribeiro Jeunon, Natalia Pessoa Rocha, Antônio Lúcio Teixeira, Thiago De Oliveira Maciel, Elisa De Paula França Resende, Francisco Eduardo Costa Cardoso, Paulo Caramelli, Leonardo Cruz De Souza

Faculty, Staff and Student Publications

Background: The diagnostic value of midbrain atrophy for distinguishing behavioral variant frontotemporal dementia (bvFTD) from progressive supranuclear palsy (PSP) is unclear.

Objective: To investigate whether measures of midbrain atrophy differentiate PSP from bvFTD.

Methods: We included four groups: healthy controls (n = 19), PSP-Richardson syndrome (n = 20), bvFTD (n = 19) and Parkinson's disease (PD; n = 12). The following quantitative and qualitative measures were calculated: Hummingbird sign rating scale [HBS-RS], global midbrain atrophy [GMA], midbrain area, midbrain/pons ratio, the Magnetic Resonance Parkinsonism Index (MRPI), the MRPI 2.0 and brainstem volume.

Results: Compared to controls, PSP and bvFTD had …

Traumatic Brain Injury And Risk Of Malignant Brain Tumors In Civilian Populations, Sandro Marini, Amr R Alwakeal, Hunter Mills, Joshua D Bernstock, Ahmad Mashlah, Muhammad T Hassan, Jakob Gerstl, Farid Radmanesh, Gundolf Schenk, Sharat Israni, Rachel Grashow, E Antonio Chiocca, Cathra Halabi, Anthony Digiorgio, Stephen T Magill, Geoffrey T Manley, Saef Izzy, Ross Zafonte

Faculty, Staff and Student Publications

Importance: A 2024 US study reported that veterans of the Iraq and Afghanistan wars affected by traumatic brain injury (TBI) had an increased risk of developing brain tumors. However, studies among civilians have shown conflicting results and have not replicated the association between TBI and brain tumor risk.

Objective: To examine whether history of TBI in US adult civilians is associated with a risk of subsequent development of malignant brain tumors.

Design, setting, and participants: This retrospective cohort study used data from a tertiary academic medical center (Mass General Brigham [MGB]) patient data registry encompassing January 1, 2000, to January …

Associative Coding Of Conditioned Fear In The Thalamic Nucleus Reuniens In Rodents And Humans, Tuğçe Tuna, Michael S Totty, Muhammad Badarnee, Flávio Afonso Gonçalves Mourão, Shaun Peters, Mohammad R Milad, Stephen Maren

Faculty, Staff and Student Publications

The nucleus reuniens (RE) is a midline thalamic structure interconnecting the medial prefrontal cortex (mPFC) and the hippocampus (HPC). Recent work in both rodents and humans implicates the RE in the adaptive regulation of emotional memories, including the suppression of learned fear. However, the neural correlates of aversive learning in the RE of rodents and humans remain unclear. To address this, we recorded RE activity in humans (BOLD fMRI) and rats (fiber photometry) during Pavlovian fear conditioning and extinction. In both rats and humans, we found that conditioned stimulus (CS)-evoked activity in RE reflects the associative value of the CS. …

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 …

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 …

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 …

Implementation Outcomes Of A Patient Decision-Aid In A Diverse Population With Systemic Lupus Erythematosus In 15 Us Rheumatology Clinics, Jasvinder A Singh, Larry R Hearld, Seth Eisen, W Winn Chatham, Sonali Narain, Narender Annapureddy, Diane L Kamen, Kimberly Trotter, Vikas Majithia, Cathy Lee Ching, Zineb Aouhab, Swamy Venuturupalli, Daniel J Wallace, Rosalind Ramsey-Goldman, Alfred Kim, Maureen Mcmahon, S Sam Lim, Kalpana Bhairavarasu, Alexa Meara, Kenneth Kalunian, T Mark Beasley

Faculty, Staff and Students Publications

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 …

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 …

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 …

The Impact Of Gender, Training Year, Medical Specialty And The Covid-19 Pandemic On Resident Wellness, Sara Beachy, Jessica Luzier, Chantel Weisenmuller, Kathleen Bors, Mary Ann Maurer, Amna Anees, Tiffany Lasky, Lisa Calderwood

Department of Family & Community Medicine Faculty Papers

INTRODUCTION: Data are limited as to which factors most strongly impact medical trainees' well-being, and few studies have assessed trainee's wellness at multiple time points during the COVID-19 pandemic. Additionally, much research has not taken an intersectional approach to understanding the ways in which different facets of a resident's identity impact their wellness. Thus, more person-centred, probability-driven statistical approaches that can produce distinct heterogenous groups of individuals are warranted to understand the way in which different identities are associated with resident wellness scores.

METHODS: A latent profile analysis was conducted using institutional data from resident surveys administered from 2019 to …

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, …

Ruptured Arteriovenous Malformation Mortality: Incidence, Risk Factors, And Inpatient Outcome Score, Eric Feldstein, Allison Zhong, Kevin Clare, Bridget Nolan, Smit Patel, Nir Lavi-Romer, Zehavya Stadlan, Alis Dicpinigaitis, Jose Dominguez, Haris Kamal, Steven D Shapiro, Arundhati Biswas, Omar Tanweer, Ketan Bulsara, Carrie Muh, Jared Pisapia, Simon Hanft, Stephan Mayer, Chirag D Gandhi, Fawaz Al-Mufti

Faculty, Staff and Students Publications

Background

Limited literature exists on the morbidity and mortality of AVM associated intracerebral hemorrhage (ICH) compared with non-AVM ICH.

Objective

We examine morbidity and mortality in cAVM in a large nationwide inpatient sample to create a prognostic inpatient ruptured AVM mortality score.

Methods

This retrospective cohort study from 2008 to 2014 compares outcomes in cAVM related hemorrhages and ICH utilizing the National Inpatient Sample database. Diagnostic codes for ICH and AVM underlying ICH were identified. We compared case fatality according to medical complications. Multivariate analysis was used to derive hazard ratios and 95% confidence intervals to assess odds of mortality. …

Relapse Patterns Among Children And Adolescents With Kaposi Sarcoma In Malawi, Toni Chanroo, Allison Silverstein, Casey L Mcatee, William Kamiyango, Jimmy Villiera, Parth S Mehta, Erin Peckham-Gregory, Mark Zobeck, Michael E Scheurer, Carl E Allen, Rizine Mzikamanda, Nmazuo W Ozuah, Nader Kim El-Mallawany

Faculty, Staff and Students Publications

Kaposi Sarcoma (KS) is a common childhood cancer in Malawi, but few studies have exploredclinical characteristicsofrelapsed disease. We aimed to characterize clinical patterns of relapse to improve treatment and, ultimately, long-term survival in patients with pediatric KS.A retrospective cohort study was conducted among patients ages < 19 years of age at time of KS diagnosis in Lilongwe, Malawi between August 1, 2010 and March 15, 2020. Specifically, emphasis was placed on patients who had relapsed disease and excluded patients with refractory disease or those who died whilst receiving front-line treatment. Salvage therapy typically involved an intensified chemotherapy regimen compared to front-line therapy—namely nonliposomaldoxorubicin plus bleomycin/vincristine or paclitaxel monotherapy.One-hundred and ninety patients with pediatric KS were included in this analysis, 50 of whom experienced relapse (26%).Older median age was associated with occurrence of relapse (10 vs 6.7 years, p-value = 0.004). Median time from diagnosis to first relapse was 10.6 months (range 2.3–49 months). Three-year post-relapse overall survival (OS) for the entire cohort was 60% with a median follow-up time of 4.7 years after relapse.Survival was significantly higher for patients who relapsed with the woody edema clinical phenotype of pediatric KS versus those with visceral/disseminated disease—3-year OS 79% (95% CI 62–100) versus 29% (14–61).These data demonstrate potential for continued survival after KS relapse in the pediatric population and identify subsets of high-risk patients. The higher mortality observed in patients with visceral/disseminated KS highlights the need for improved therapeutic strategies.

An Electronic Trigger To Detect Telemedicine-Related Diagnostic Errors, Daniel R Murphy, Himabindu Kadiyala, Li Wei, Hardeep Singh

Faculty, Staff and Students Publications

Introduction

Methods

Racial And Ethnic Disparity For Cancer Mortality In General And Single-Payer Healthcare Systems In The United States, Rock Bum Kim, Emily Zhou, Kaitlin N Swinnerton, Jennifer La, Shengling Ma, Mrinal Ranjan, Nhan V Do, Mary T Brophy, Nathanael R Fillmore, Ang Li

Faculty, Staff and Students Publications

Background: It remains unclear what factors significantly drive racial disparity in cancer survival in the United States (US). We compared adjusted mortality outcomes in cancer patients from different racial and ethnic groups on a population level in the US and a single-payer healthcare system.

Patients and methods: We selected adult patients with incident solid and hematologic malignancies from the Surveillance, Epidemiology, and End Results (SEER) 2011-2020 and Veteran Affairs national healthcare system (VA) 2011-2021. We classified the self-reported NIH race and ethnicity into non-Hispanic White (NHW), non-Hispanic Black (NHB), non-Hispanic Asian Pacific Islander (API), and Hispanic. Cox regression models for …

Gastrointestinal Infection Before Immune Checkpoint Inhibition Hinders Treatment Efficacy And Increases The Risk Of Colitis, Malek Shatila, Kian Abdul-Baki, Andres Urias Rivera, Kei Takigawa, Irene Jeong-Ah Lee, Andrew Sullivan, Tanvi Gupta, Linfeng Lu, Raakhi Menon, Ayesha Khan, Hamza Salim, Elliot Baerman, Carolina Colli Cruz, Cristina Natha, Varun Vemulapalli, Garrett Coleman, Krishnavathana Varatharajalu, Christopher Fan, Pablo Okhuysen, Anthony J Olszanski, Yan Zhou, Hao Chi Zhang, Mehnaz Shafi, Yinghong Wang

Faculty, Staff and Students Publications

Background: Gastrointestinal (GI) infections, which often result in or stem from intestinal dysbiosis, can affect the efficacy of immune checkpoint inhibitors (ICIs) and increase the risk of adverse effects, such as colitis. In this study, we explored the impact of GI infections before initiation of ICI therapy on the incidence and severity of immune-mediated colitis (IMC) and survival.

Methods: A single-center, retrospective review including all patients who received ICIs from January 2010 to February 2024 and subsequently developed IMC. Patients were screened for IMC and prior GI infections based on symptoms and stool tests. Patients' demographic, IMC, and GI infection-related …

Measuring The Impact Of A Delay In Care On Pediatric Otolaryngologic Surgery Completion, Geethanjeli N Mahendran, Ching Siong Tey, Mary Frances Musso, Grace Shebha Anand, Jeffrey Larson, Mitesh Mehta, Lara Reichert, Kara Prickett, Nikhila Pinnapureddy Raol

Faculty, Staff and Students Publications

Objective: To determine if postponement of elective pediatric otorhinolaryngology surgeries results in a change in overall healthcare utilization and if there is any commensurate impact on disease progression.

Methods: We identified patients ≤18 years of age whose surgeries were postponed at the onset of the COVID-19 pandemic-related shutdown. We then tracked patients' rate of and patterns of rescheduling surgery. Surveys were also sent to caregivers to better characterize his/her decision regarding moving forward with his/her child's surgery during COVID-19.

Results: A total of 1915 pediatric patients had elective surgeries canceled, of which 992 (51.8%) were rescheduled within 4 months. No …

Human Thalamocortical Structural Connectivity Develops In Line With A Hierarchical Axis Of Cortical Plasticity, Valerie J Sydnor, Deanna M Barch, Et Al.

2020-Current year OA Pubs

Human cortical development follows a hierarchical, sensorimotor-to-association sequence. The brain's capacity to enact this sequence indicates that it relies on unknown mechanisms to regulate regional differences in the timing of cortical maturation. Given evidence from animal systems that thalamic axons mechanistically regulate periods of cortical plasticity, here we evaluate in humans whether the development of structural connections between the thalamus and cortex aligns with cortical maturational heterochronicity. By deriving a new tractography atlas of human thalamic connections and applying it to diffusion data from three youth samples (8-23 years; total n = 2,676), we demonstrate that thalamocortical connectivity matures in …

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 …

Impact Of Transcatheter Aortic Valve Replacement Use Ratio On Outcomes In Patients With Aortic Valve Disease, Theodore Marghitu, Sophia H Roberts, June He, Nicholas Kouchoukos, Puja Kachroo, Harold Roberts, Ralph Damiano, Alan Zajarias, Marc Sintek, John Lasala, Alexander A Brescia, Tsuyoshi Kaneko

2020-Current year OA Pubs

OBJECTIVE: Use of the Heart Team has been the standard of care for the treatment of aortic valve disease; however, its efficacy has not been evaluated. We sought to analyze its impact using the transcatheter aortic valve replacement (TAVR) use ratio (number of TAVR/total aortic valve replacement [AVR] volume) on TAVR, surgical aortic valve replacement (SAVR), and overall AVR outcomes.

METHODS: We analyzed all TAVRs and SAVRs sampled by the National Readmissions Database between 2016 and 2020. Hospitals were stratified into quartiles on the basis of their TAVR/AVR ratio. Centers with a ratio below the first quartile were considered "low …

The Ccjr® Charles A. Engh, Sr, Md. Excellence In Hip Research Award: Pelvic Tilt And Cup Position Change Significantly In Most Young Patients 10 Years After Hip Arthroplasty, Joseph J Kromka, William A Zuke, Caroline J Granger, John C Clohisy, Robert L Barrack

2020-Current year OA Pubs

BACKGROUND: Acetabular cup position is fundamental to total hip arthroplasty (THA) and surface replacement arthroplasty (SRA). Even if initial cup placement is adequate, changes in spinopelvic relationships alter functional acetabular position over time. This can lead to late complications. The purpose of this study was to examine changes in pelvic tilt and acetabular position in patients with at least 10 years of follow-up after THA or SRA.

METHODS: A retrospective review was conducted of patients from one academic practice who underwent THA or SRA and had at least 10 years of follow-up. Pelvic ratio was measured and converted to pelvic …

Effect Of Aerobic Or Resistance Exercise, Or Both On Insulin Secretion, Ciliary Neurotrophic Factor, And Insulin-Like Growth Factor-1 In Dieting Older Adults With Obesity, Georgia Colleluori, Viola Viola, Siresha Bathina, Reina Armamento-Villareal, Clifford Qualls, Antonio Giordano, Dennis T Villareal

Faculty, Staff and Students Publications

Background and aims: Obesity exacerbates age-related changes in metabolic and physical function. The effect of distinct exercise modalities combined with diet-induced weight loss on insulin secretion in older adults with obesity and frailty is unknown, and the potential mediators of the metabolic and functional improvements induced by lifestyle therapy still need to be identified. We aimed to assess the effects of various exercise therapies coupled with diet-induced weight loss on insulin secretion and sensitivity and on the levels of circulating Ciliary Neurotrophic Factor (CNTF), its receptor (CNTFRα), and Insulin-like Growth Factor-1 (IGF-1) in older adults with both obesity and frailty. …

Prevalence Of Fibrosis In Hepatic Explants And Biopsies From Individuals With Urea Cycle Disorders, Saima Ali, Aisha Nisar, Anqing Zhang, Sandesh Nagamani, Nathalie M Aceves-Ewing, Brandy Rawls, Thu Quan, Greg Enns, John Goss, Daniel H Leung, Benjamin L Shneider, Shilpa Jain, Florette K Hazard, Deborah Schady, Lindsay C Burrage

Faculty, Staff and Students Publications

Background: Various forms of liver disease have been increasingly reported in individuals with urea cycle disorders (UCDs). In this study, we performed the first systematic and standardized histopathological assessment of the prevalence of fibrosis and steatosis in a large sample of hepatic explants and biopsies from individuals with UCDs at two liver transplantation centers.

Methods: Sixty-seven hepatic tissue samples from 66 individuals with UCDs were staged by two pathologists for hepatic fibrosis and steatosis using standard scoring systems at two large liver transplantation centers in the United States. Histopathological findings were correlated with clinical parameters, including UCD type, laboratory parameters, …