Digital Commons Network^™

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 …

Propofol Enhancement Of Slow Wave Sleep To Target The Nexus Of Geriatric Depression And Cognitive Dysfunction: Protocol For A Phase I Open Label Trial, Rachel Lynn Rios, Michael Green, S Kendall Smith, Mohammadmehdi Kafashan, Shinung Ching, Nuri B Farber, Nan Lin, Brendan P Lucey, Charles F Reynolds, Eric J Lenze, Ben Julian Agustin Palanca, Swiped Study Team

2020-Current year OA Pubs

INTRODUCTION: Late-life treatment-resistant depression (LL-TRD) is common and increases risk for accelerated ageing and cognitive decline. Impaired sleep is common in LL-TRD and is a risk factor for cognitive decline. Slow wave sleep (SWS) has been implicated in key processes including synaptic plasticity and memory. A deficiency in SWS may be a core component of depression pathophysiology. The anaesthetic propofol can induce electroencephalographic (EEG) slow waves that resemble SWS. Propofol may enhance SWS and oral antidepressant therapy, but relationships are unclear. We hypothesise that propofol infusions will enhance SWS and improve depression in older adults with LL-TRD. This hypothesis has …

Early Outcomes Of Mr-Guided Sbrt For Patients With Recurrent Pancreatic Adenocarcinoma, Spencer Poiset, Sophia Shah, Louis Cappelli, Rani Anné, Karen Mooney, Maria Werner-Wasik, Talya Laufer, James Posey, Daniel Lin, Atrayee Mallick, Harish Lavu, Babar Bashir, Charles Yeo, Adam Mueller

Kimmel Cancer Center Faculty Papers

BACKGROUND: Local treatment options for locally recurrent pancreatic adenocarcinoma (LR-PAC) are limited, with median survival time (MST) of 9-13 months (mos) following recurrence. MRI-guided stereotactic body radiation therapy (MRgSBRT) provides the ability to dose escalate while sparing normal tissue. Here we report on the early outcomes of MRgSBRT for LR-PAC.

METHODS: Patients with prior resection of pancreatic adenocarcinoma with local recurrence treated with MRgSBRT at a single tertiary referral center from 5-2021 to 2-2023 were identified from our prospective database. MRgSBRT was delivered to 40-50 Gy in 4-5 fractions with target and OAR delineation per institutional standards. Endpoints included local …

Vascular Risk Profile And Changes Of Arterial Hypertension After Surgical Revascularization In Adult Moyamoya Patients, Patrick Haas, Lucas Moritz Wiggenhauser, Jonas Tellermann, Helene Hurth, Daniel Feucht, Marcos Tatagiba, Nadia Khan, Constantin Roder

Faculty, Staff and Student Publications

Moyamoya disease (MMD) is a rare stenoocclusive cerebral vasculopathy often treated by neurosurgical revascularization using extracranial-intracranial bypasses to prevent ischemic or hemorrhagic events. Little is known about the vascular risk profile of adult MMD patients compared to the general population. We therefore analyzed 133 adult MMD patients and compared them with data from more than 22,000 patients from the German Health Update database. Patients with MMD showed an age- and sex-adjusted increased prevalence of arterial hypertension, especially in women between 30 and 44 years and in patients of both sexes between 45 and 64 years. Diabetes mellitus was diagnosed significantly …

Efficacy And Safety Of Atezolizumab And Bevacizumab In Appendiceal Adenocarcinoma, Nicholas J Hornstein, Mohammad A Zeineddine, Betul B Gunes, Andrew J Pellatt, Mark Knafl, Haifeng Zhu, Anneleis F Willett, Abdelrahman Yousef, Suyu Liu, Ryan Sun, Andrew Futreal, Scott E Woodman, Melissa W Taggart, Michael J Overman, Daniel M Halperin, Kanwal P Raghav, John Paul Shen

Faculty, Staff and Student Publications

PURPOSE: Appendiceal adenocarcinoma (AA) remains an orphan disease with limited treatment options for patients unable to undergo surgical resection. Evidence supporting the efficacy of combined VEGF and PD-1 inhibition in other tumor types provided a compelling rationale for investigating this combination in AA, where immune checkpoint inhibitors have not been explored previously.

EXPERIMENTAL DESIGN: We conducted a prospective, single-arm phase II study evaluating efficacy and safety of atezolizumab in conjunction with bevacizumab (Atezo+Bev) in advanced, unresectable AA.

RESULTS: Patients treated with the Atezo+Bev combination had 100% disease control rate (1 partial response, 15 stable disease) with progression-free survival (PFS) of …

Noncontrast Ct Selected Thrombectomy Vs Medical Management For Late-Window Anterior Large Vessel Occlusion, Thanh N Nguyen, Raul G Nogueira, Muhammad M Qureshi, Simon Nagel, Jean Raymond, Mohamad Abdalkader, Jelle Demeestere, João Pedro Marto, Sunil A Sheth, Volker Puetz, Anne Dusart, Patrik Michel, Marc Ribo, Osama O Zaidat, James E Siegler, Diogo C Haussen, Daniel Strbian, Hilde Henon, Mahmoud H Mohammaden, Markus A Möhlenbruch, Marta Olive-Gadea, Ajit S Puri, Simon Winzer, Johannes Kaesmacher, Piers Klein, Liisa Tomppo, Francois Caparros, João Nuno Ramos, Mouhammad A Jumaa, Syed F Zaidi, Nicolas Martinez-Majander, Stefania Nannoni, Lieselotte Vandewalle, Flavio Bellante, Mudassir Farooqui, Sergio Salazar-Marioni, Pekka Virtanen, Daniel P O Kaiser, Anke Wouters, Rita Ventura, Jessica Jesser, Adnan Mujanovic, Liqi Shu, Alicia C Castonguay, Zain Mansoor, Zhongming Qiu, Hesham E Masoud, Manuel Requena, Erno Peltola, Wei Hu, Eugene Lin, Kanta Tanaka, Charlotte Cordonnier, Daniel Roy, Shadi Yaghi, Davide Strambo, Hiroshi Yamagami, Urs Fischer, Tudor G Jovin, Robin Lemmens, Peter A Ringleb, Santiago Ortega-Gutierrez

Faculty, Staff and Student Publications

Background and objectives: There is uncertainty whether patients with large vessel occlusion (LVO) presenting in the late 6-hour to 24-hour time window can be selected for endovascular therapy (EVT) by noncontrast CT (NCCT) and CT angiography (CTA) for LVO detection. We evaluated the clinical outcomes of patients selected for EVT by NCCT compared with those medically managed in the extended time window.

Methods: This multinational cohort study was conducted at 66 sites across 10 countries. Consecutive patients with proximal anterior LVO stroke selected for EVT by NCCT or medically managed and presenting within 6-24 hours of time last seen well …

A Technology-Assisted Web Application For Consumer Access To A Nonprescription Statin Medication, Steven E Nissen, Howard G Hutchinson, Kathy Wolski, Karol Watson, Seth S Martin, Erin D Michos, William S Weintraub, Melanie Morris, Leslie Cho, Luke Laffin, Douglas Jacoby, Christie M Ballantyne, Jan Ekelund, Filip Birve, Venu Menon, Michelle Strzelecki, Paul M Ridker

Faculty, Staff and Students Publications

Background: Although statins reduce adverse cardiovascular outcomes, less than one-half of eligible patients receive treatment. A nonprescription statin has the potential to improve access to statins.

Objectives: This study sought to assess concordance between clinician and consumer assessment of eligibility for nonprescription statin treatment using a technology assisted self-selection Web application (Web App) and evaluate effect on low-density lipoprotein cholesterol (LDL-C) levels.

Methods: This study was a prospective actual use 6-month study to evaluate use of a Web App to qualify participants without a medical background for a moderate-intensity statin based on current guidelines. Participants entered demographic information, cholesterol values, …

Factors Associated With Intention To Implement Sbi And Sud Treatment: A Survey Of Primary Care Clinicians In Texas Enrolled In An Online Course, Alicia Kowalchuk, Tiffany G Ostovar-Kermani, Kylie Schaper, Larissa Grigoryan, Jacqueline M Hirth, Maria Carmenza Mejia, Kiara K Spooner, Roger J Zoorob

Faculty, Staff and Students Publications

BACKGROUND: Substance use disorder (SUD) presents a range of public health challenges and consequences. Despite the prevention potential of screening and brief intervention (SBI) in the primary care setting, implementation is low. The purpose of this study was to assess associations of primary care clinicians' knowledge of SBI and SUD treatment, subjective norms, and perceived behavioral control with intention to incorporate SBI and SUD treatment into regular clinical practice.

METHODS: This online survey was administered to primary care clinicians who practice in Texas between March 1, 2021, and February 5, 2023. Survey questions were mapped to factors in the Theory …

Spontaneous Coronary Artery Dissection Outcomes Among Pregnant Vs. Non-Pregnant Women, Chayakrit Krittanawong, Neelkumar Patel, Dhrubajyoti Bandyopadhyay, Neil Sagar Maitra, Muzamil Khawaja, Zhen Wang, Mahboob Alam, Jacob Shani, Robert Frankel, Samin Sharma, Hani Jneid

Faculty, Staff and Students Publications

Aims: Spontaneous coronary artery dissection (SCAD) has become increasingly recognized. It accounts for < 1-4% of acute coronary syndrome presentations. Overall, however, it makes up over 40% of pregnancy-associated myocardial infarction. Furthermore, pregnancy-associated spontaneous coronary artery dissection (P-SCAD) is described to have a greater degree of clinical manifestations, including left ventricular dysfunction, shock, and left main or multivessel involvement. The findings are disconcerting, though many studies evaluating P-SCAD are based on case series data or are single centre studies.

Methods and results: The aim of this study was to evaluate a larger national dataset to evaluate the outcomes of SCAD and specifically P-SCAD in an attempt to better characterize the severity and clinical nature of this condition. To conduct this study, we analysed the National Readmission Database from January 2016 to December 2020. Propensity matching was done using the Greedy 1:1 method. Multivariate logistics and time-to-event Cox regression analysis models were built by including all confounders significantly associated with the outcome on univariable analysis with a …

Smoking Cessation After Initial Treatment Failure With Varenicline Or Nicotine Replacement: A Randomized Clinical Trial, Paul M Cinciripini, Charles E Green, Sanjay Shete, Jennifer A Minnix, Jason D Robinson, Yong Cui, Seokhun Kim, George Kypriotakis, Diane Beneventi, Janice A Blalock, Francesco Versace, Maher Karam-Hage

Faculty, Staff and Student Publications

Importance: Most people who smoke do not quit on their initial attempt.

Objective: To determine the best subsequent strategy for nonabstinence following initial treatment with varenicline or combined nicotine replacement therapy (CNRT).

Design, setting, and participants: Using a double-blind, placebo-controlled, sequential multiple assignment randomized trial, 490 volunteers were randomized to receive 6 weeks of varenicline or CNRT. After 6 weeks, nonabstainers were rerandomized to continue, switch, or increase medication dosage for 6 additional weeks. The study was conducted from June 2015 through October 2019 in a Texas tobacco treatment clinic.

Interventions: The initial treatment was 2 mg/d of varenicline or …

Differentiation Syndrome Associated With Treatment With Idh2 Inhibitor Enasidenib: Pooled Analysis From Clinical Trials, Pau Montesinos, Amir T Fathi, Stéphane De Botton, Eytan M Stein, Amer M Zeidan, Yue Zhu, Thomas Prebet, Carlos E Vigil, Iryna Bluemmert, Xin Yu, Courtney D Dinardo

Faculty, Staff and Student Publications

Treatment with enasidenib, a selective mutant isocitrate dehydrogenase isoform 2 (IDH2) inhibitor, has been associated with the development of differentiation syndrome (DS) in patients with acute myeloid leukemia (AML). Studies on the incidence and clinical features of DS are limited in this setting, and diagnosis is challenging because of nonspecific symptoms. This study assessed the incidence, diagnostic criteria, risk factors, and correlation with clinical response of DS based on the pooled analysis of 4 clinical trials in patients with IDH2-mutated AML treated with enasidenib as monotherapy, or in combination with azacitidine or with chemotherapy. Across the total AML population, 67 …

Loss Of Lpar6 And Cab39l Dysregulates The Basal-To-Luminal Urothelial Differentiation Program, Contributing To Bladder Carcinogenesis, Sangkyou Lee, Jolanta Bondaruk, Yishan Wang, Huiqin Chen, June Goo Lee, Tadeusz Majewski, Rachel D Mullen, David Cogdell, Jiansong Chen, Ziqiao Wang, Hui Yao, Pawel Kus, Joon Jeong, Ilkyun Lee, Woonyoung Choi, Neema Navai, Charles Guo, Colin Dinney, Keith Baggerly, Cathy Mendelsohn, David Mcconkey, Richard R Behringer, Marek Kimmel, Peng Wei, Bogdan Czerniak

Faculty, Staff and Student Publications

We describe a strategy that combines histologic and molecular mapping that permits interrogation of the chronology of changes associated with cancer development on a whole-organ scale. Using this approach, we present the sequence of alterations around RB1 in the development of bladder cancer. We show that RB1 is not involved in initial expansion of the preneoplastic clone. Instead, we found a set of contiguous genes that we term "forerunner" genes whose silencing is associated with the development of plaque-like field effects initiating carcinogenesis. Specifically, we identified five candidate forerunner genes (ITM2B, LPAR6, MLNR, CAB39L, and ARL11) mapping near RB1. Two …

A Multicenter Study Of Venetoclax-Based Treatment For Patients With Richter Transformation Of Chronic Lymphocytic Leukemia, Paul J Hampel, Mahesh Swaminathan, Kerry A Rogers, Erin M Parry, Jan A Burger, Matthew S Davids, Wei Ding, Alessandra Ferrajoli, Jonathan M Hyak, Nitin Jain, Saad S Kenderian, Yucai Wang, William G Wierda, Jennifer A Woyach, Sameer A Parikh, Philip A Thompson

Faculty, Staff and Student Publications

Patients with chronic lymphocytic leukemia (CLL) who develop Richter transformation (RT) have a poor prognosis when treated with chemoimmunotherapy regimens used for de novo diffuse large B-cell lymphoma. Venetoclax, a BCL2 inhibitor, has single-agent efficacy in patients with RT and is potentially synergistic with chemoimmunotherapy. In this multicenter, retrospective study, we evaluated 62 patients with RT who received venetoclax-based treatment outside of a clinical trial, in combination with a Bruton tyrosine kinase inhibitor (BTKi; n=28), rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone (R-CHOP) (n=13), or intensive chemoimmunotherapy other than R-CHOP (n=21). The best overall and complete response rates were 36%/25%, 54%/46%, and …

Quantifying The Effects Of Sleep On Sensor-Derived Variables From Upper Limb Accelerometry In People With And Without Upper Limb Impairment, Allison E Miller, Catherine E Lang, Marghuretta D Bland, Keith R Lohse

2020-Current year OA Pubs

BACKGROUND: Despite the promise of wearable sensors for both rehabilitation research and clinical care, these technologies pose significant burden on data collectors and analysts. Investigations of factors that may influence the wearable sensor data processing pipeline are needed to support continued use of these technologies in rehabilitation research and integration into clinical care settings. The purpose of this study was to investigate the effect of one such factor, sleep, on sensor-derived variables from upper limb accelerometry in people with and without upper limb impairment and across a two-day wearing period.

METHODS: This was a secondary analysis of data collected during …

Nivolumab Plus Brentuximab Vedotin For Relapsed/Refractory Peripheral T-Cell Lymphoma And Cutaneous T-Cell Lymphoma, Pier Luigi Zinzani, Neha Mehta-Shah, Et Al.

2020-Current year OA Pubs

No abstract provided.

Using Structured Problem Solving To Promote Fluid Consumption In The Prevention Of Urinary Stones With Hydration (Push) Trial, Peter P Reese, H Henry Lai, Alana C Desai, Et Al.

2020-Current year OA Pubs

BACKGROUND: Structured Problem Solving (SPS) is a patient-centered approach to promoting behavior change that relies on productive collaboration between coaches and participants and reinforces participant autonomy. We aimed to describe the design, implementation, and assessment of SPS in the multicenter Prevention of Urinary Stones with Hydration (PUSH) randomized trial.

METHODS: In the PUSH trial, individuals with a history of urinary stone disease and low urine output were randomized to control versus a multicomponent intervention including SPS that was designed to promote fluid consumption and thereby prevent recurrent stones. We provide details specifically about training and fidelity assessment of the SPS …

Safety And Efficacy Of Metabolic Modulation With Ninerafaxstat In Patients With Nonobstructive Hypertrophic Cardiomyopathy, Martin S Maron, Sharon Cresci, Et Al.

2020-Current year OA Pubs

BACKGROUND: In nonobstructive hypertrophic cardiomyopathy (nHCM), there are no approved medical therapies. Impaired myocardial energetics is a potential cause of symptoms and exercise limitation. Ninerafaxstat, a novel cardiac mitotrope, enhances cardiac energetics.

OBJECTIVES: This study sought to evaluate the safety and efficacy of ninerafaxstat in nHCM.

METHODS: Patients with hypertrophic cardiomyopathy and left ventricular outflow tract gradient < 30 mm Hg, ejection fraction ≥50%, and peak oxygen consumption < 80% predicted were randomized to ninerafaxstat 200 mg twice daily or placebo (1:1) for 12 weeks. The primary endpoint was safety and tolerability, with efficacy outcomes also assessed as secondary endpoints.

RESULTS: A total of 67 patients with nHCM were enrolled at 12 centers (57 ± 11.8 years of age; 55% women). Serious adverse events occurred in 11.8% (n = 4 of 34) in the ninerafaxstat group and 6.1% (n = 2 of 33) …

The Impact Of The Optn Policy Change On Patients With A Durable Left Ventricular Assist Device And Chronic Kidney Disease: Analysis Of The Unos Database, Eric D. Warner, Christopher Pritting, Sawan Dutta, Matt Bierowski, Waqas Ullah, Yevgeniy Brailovsky, Michelle Kittleson, René J. Alvarez, J. Eduardo Rame, Alexander Hajduczok, Vineeta Kumar, Danial Ahmad, Vakhtang Tchantchaleishvili, Indranee N. Rajapreyar

Division of Cardiology Faculty Papers

BACKGROUND: The Organ Procurement and Transplantation Network (OPTN) implemented modifications in 2018 to the adult heart transplant allocation system to better stratify the most medically urgent transplant candidates. We evaluated the impact of these changes on patients supported by a durable left ventricular assist device (LVAD) with chronic kidney disease (CKD).

OBJECTIVE: To evaluate the impact of the OPTN policy change on patients supported by durable left ventricular assist devices (LVAD) with chronic kidney disease (CKD).

METHODS: We performed an analysis of patients from the United Network of Organ Sharing Database supported by durable LVAD listed for a heart transplant …

Invasive Hemodynamic Changes Associated With Sodium-Glucose Cotransporter-2 Inhibitors: A Systematic Review And Meta-Analysis Of Randomized Controlled Trials, Abiodun Idowu, Olayinka Adebolu, Casipit Bruce, Bede Nriagu, Endurance Evbayekha, Kevin Bryan Lo, Olayinka Afolabi-Brown, Janani Rangaswami

Einstein Health Papers

Sodium-glucose cotransporter-2 inhibitors (SGLT2is) have been shown to lower incident heart failure (HF) and HF hospitalizations, but the mechanisms of benefit in relation to invasive hemodynamics remain unclear. Using PRISMA guidelines, we systematically reviewed multiple online databases for randomized trials evaluating the effect of SGLT2i on invasive hemodynamics. Rest and peak exercise invasive hemodynamics were measured via right heart catheterization pre- and postintervention. Random effects model meta-analysis at a 95% confidence interval was done using RevMan 5.0. A total of 3 studies with a total of 145 patients were included in the meta-analysis. SGLT2i was significantly associated with a reduction …

Fetal Brain-Derived Exosomal Mirnas From Maternal Blood: Potential Diagnostic Biomarkers For Fetal Alcohol Spectrum Disorders (Fasds), Nune Darbinian, Monica Hampe, Diana Martirosyan, Ahsun Bajwa, Armine Darbinyan, Nana Merabova, Gabriel Tatevosian, Laura Goetzl, Shohreh Amini, Michael E Selzer

Faculty, Staff and Student Publications

Fetal alcohol spectrum disorders (FASDs) are leading causes of neurodevelopmental disability but cannot be diagnosed early in utero. Because several microRNAs (miRNAs) are implicated in other neurological and neurodevelopmental disorders, the effects of EtOH exposure on the expression of these miRNAs and their target genes and pathways were assessed. In women who drank alcohol (EtOH) during pregnancy and non-drinking controls, matched individually for fetal sex and gestational age, the levels of miRNAs in fetal brain-derived exosomes (FB-Es) isolated from the mothers’ serum correlated well with the contents of the corresponding fetal brain tissues obtained after voluntary pregnancy termination. In six …

Human Neutralizing Antibodies Target A Conserved Lateral Patch On H7n9 Hemagglutinin Head, Manxue Jia, Hanjun Zhao, Nicholas C Morano, Hong Lu, Yin-Ming Lui, Haijuan Du, Jordan E Becker, Kwok-Yung Yuen, David D Ho, Peter D Kwong, Lawrence Shapiro, Kelvin Kai-Wang To, Xueling Wu

Faculty, Staff and Student Publications

Avian influenza A virus H7N9 causes severe human infections with >30% fatality. Currently, there is no H7N9-specific prevention or treatment for humans. Here, from a 2013 H7N9 convalescent case in Hong Kong, we isolate four hemagglutinin (HA)-reactive monoclonal antibodies (mAbs), with three directed to the globular head domain (HA1) and one to the stalk domain (HA2). Two clonally related HA1-directed mAbs, H7.HK1 and H7.HK2, potently neutralize H7N9 and protect female mice from lethal H7N9/AH1 challenge. Cryo-EM structures reveal that H7.HK1 and H7.HK2 bind to a β14-centered surface and disrupt the 220-loop that makes hydrophobic contacts with sialic acid on an …

Glioblastoma Disrupts Cortical Network Activity At Multiple Spatial And Temporal Scales, Jochen Meyer, Kwanha Yu, Estefania Luna-Figueroa, Benjamin Deneen, Jeffrey Noebels

Faculty, Staff and Students Publications

The emergence of glioblastoma in cortical tissue initiates early and persistent neural hyperexcitability with signs ranging from mild cognitive impairment to convulsive seizures. The influence of peritumoral synaptic density, expansion dynamics, and spatial contours of excess glutamate upon higher order neuronal network modularity is unknown. We combined cellular and widefield imaging of calcium and glutamate fluorescent reporters in two glioblastoma mouse models with distinct synaptic microenvironments and infiltration profiles. Functional metrics of neural ensembles are dysregulated during tumor invasion depending on the stage of malignant progression and tumor cell proximity. Neural activity is differentially modulated during periods of accelerated and …

Generation Of Oviductal Glycoprotein 1 Cre Mouse Model For The Study Of Secretory Epithelial Cells Of The Oviduct, Emily A Mcglade, Jiude Mao, Kalli K Stephens, Andrew M Kelleher, Lisette A Maddison, Miranda L Bernhardt, Francesco J Demayo, John P Lydon, Wipawee Winuthayanon

Faculty, Staff and Students Publications

The epithelial cell lining of the oviduct plays an important role in oocyte pickup, sperm migration, preimplantation embryo development, and embryo transport. The oviduct epithelial cell layer comprises ciliated and nonciliated secretory cells. The ciliary function has been shown to support gamete and embryo movement in the oviduct, yet secretory cell function has not been well characterized. Therefore, our goal was to generate a secretory cell-specific Cre recombinase mouse model to study the role of the oviductal secretory cells. A knock-in mouse model, Ovgp1Cre:eGFP, was created by expressing Cre from the endogenous Ovgp1 (oviductal glycoprotein 1) locus, with enhanced green …

Intrapartum Exposure To Synthetic Oxytocin, Maternal Bmi, And Neurodevelopmental Outcomes In Children Within The Echo Consortium, Lisa Kurth, T Michael O'Shea, Irina Burd, Anne L Dunlop, Lisa Croen, Greta Wilkening, Ting-Ju Hsu, Stephan Ehrhardt, Arvind Palanisamy, Monica Mcgrath, Marie L Churchill, Daniel Weinberger, Marco Grados, Dana Dabelea

2020-Current year OA Pubs

BACKGROUND: Synthetic oxytocin (sOT) is frequently administered during parturition. Studies have raised concerns that fetal exposure to sOT may be associated with altered brain development and risk of neurodevelopmental disorders. In a large and diverse sample of children with data about intrapartum sOT exposure and subsequent diagnoses of two prevalent neurodevelopmental disorders, i.e., attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD), we tested the following hypotheses: (1) Intrapartum sOT exposure is associated with increased odds of child ADHD or ASD; (2) associations differ across sex; (3) associations between intrapartum sOT exposure and ADHD or ASD are accentuated in …

Genetic Or Pharmacological Ghsr Blockade Has Sexually Dimorphic Effects In Rodents On A High-Fat Diet, András H Lékó, Adriana Gregory-Flores, Renata C N Marchette, Juan L Gomez, Janaina C M Vendruscolo, Vez Repunte-Canonigo, Vicky Choung, Sara L Deschaine, Kimberly E Whiting, Shelley N Jackson, Maria Paula Cornejo, Mario Perello, Zhi-Bing You, Michael Eckhaus, Karuna Rasineni, Kim D Janda, Barry Zorman, Pavel Sumazin, George F Koob, Michael Michaelides, Pietro P Sanna, Leandro F Vendruscolo, Lorenzo Leggio

Faculty, Staff and Students Publications

The stomach-derived hormone ghrelin regulates essential physiological functions. The ghrelin receptor (GHSR) has ligand-independent actions; therefore, GHSR gene deletion may be a reasonable approach to investigate the role of this system in feeding behaviors and diet-induced obesity (DIO). Here, we investigate the effects of a long-term (12-month) high-fat (HFD) versus regular diet on obesity-related measures in global GHSR-KO and wild-type (WT) Wistar male and female rats. Our main findings are that the GHSR gene deletion protects against DIO and decreases food intake during HFD in male but not in female rats. GHSR gene deletion increases thermogenesis and brain glucose uptake …

Brain Cell-Type Shifts In Alzheimer’S Disease, Autism, And Schizophrenia Interrogated Using Methylomics And Genetics, Chloe X Yap, Daniel D Vo, Matthew G Heffel, Arjun Bhattacharya, Cindy Wen, Yuanhao Yang, Kathryn E Kemper, Jian Zeng, Zhili Zheng, Zhihong Zhu, Eilis Hannon, Dorothea Seiler Vellame, Alice Franklin, Christa Caggiano, Brie Wamsley, Daniel H Geschwind, Noah Zaitlen, Alexander Gusev, Bogdan Pasaniuc, Jonathan Mill, Chongyuan Luo, Michael J Gandal

Faculty, Staff and Student Publications

Few neuropsychiatric disorders have replicable biomarkers, prompting high-resolution and large-scale molecular studies. However, we still lack consensus on a more foundational question: whether quantitative shifts in cell types-the functional unit of life-contribute to neuropsychiatric disorders. Leveraging advances in human brain single-cell methylomics, we deconvolve seven major cell types using bulk DNA methylation profiling across 1270 postmortem brains, including from individuals diagnosed with Alzheimer's disease, schizophrenia, and autism. We observe and replicate cell-type compositional shifts for Alzheimer's disease (endothelial cell loss), autism (increased microglia), and schizophrenia (decreased oligodendrocytes), and find age- and sex-related changes. Multiple layers of evidence indicate that endothelial …

Biobank-Wide Association Scan Identifies Risk Factors For Late-Onset Alzheimer's Disease And Endophenotypes, Donghui Yan, Carlos Cruchaga, Et Al.

2020-Current year OA Pubs

Rich data from large biobanks, coupled with increasingly accessible association statistics from genome-wide association studies (GWAS), provide great opportunities to dissect the complex relationships among human traits and diseases. We introduce BADGERS, a powerful method to perform polygenic score-based biobank-wide association scans. Compared to traditional approaches, BADGERS uses GWAS summary statistics as input and does not require multiple traits to be measured in the same cohort. We applied BADGERS to two independent datasets for late-onset Alzheimer's disease (AD; n=61,212). Among 1738 traits in the UK biobank, we identified 48 significant associations for AD. Family history, high cholesterol, and numerous traits …

Prediction Of Disease-Free Survival For Precision Medicine Using Cooperative Learning On Multi-Omic Data, Georg Hahn, Dmitry Prokopenko, Julian Hecker, Sharon M Lutz, Kristina Mullin, Leinal Sejour, Winston Hide, Ioannis Vlachos, Stacia Desantis, Rudolph E Tanzi, Christoph Lange

Faculty, Staff and Student Publications

In precision medicine, both predicting the disease susceptibility of an individual and forecasting its disease-free survival are areas of key research. Besides the classical epidemiological predictor variables, data from multiple (omic) platforms are increasingly available. To integrate this wealth of information, we propose new methodology to combine both cooperative learning, a recent approach to leverage the predictive power of several datasets, and polygenic hazard score models. Polygenic hazard score models provide a practitioner with a more differentiated view of the predicted disease-free survival than the one given by merely a point estimate, for instance computed with a polygenic risk score. …

Estimating The Likelihood Of Epilepsy From Clinically Noncontributory Electroencephalograms Using Computational Analysis: A Retrospective, Multisite Case–Control Study, Luke Tait, Lydia E. Staniaszek, Elizabeth Galizia, David Martin-Lopez, Matthew C. Walker, Al Anzari Abdul Azeez, Kay Meiklejohn, David Allen, Chris Price, Sophie Georgiou, Manny Bagary, Sakh Khalsa, Francesco Manfredonia, Phil Tittensor, Charlotte Lawthom, Benjamin B. Howes, Rohit Shankar, John R. Terry, Wessel Woldman

Peninsula Medical School

Objective: This study was undertaken to validate a set of candidate biomarkers of seizure susceptibility in a retrospective, multisite case–control study, and to determine the robustness of these biomarkers derived from routinely collected electroencephalography (EEG) within a large cohort (both epilepsy and common alternative conditions such as nonepileptic attack disorder). Methods: The database consisted of 814 EEG recordings from 648 subjects, collected from eight National Health Service sites across the UK. Clinically noncontributory EEG recordings were identified by an experienced clinical scientist (N = 281; 152 alternative conditions, 129 epilepsy). Eight computational markers (spectral [n = 2], network-based [n = …

Improved Pediatric Icu Mortality Prediction For Respiratory Diseases: Machine Learning And Data Subdivision Insights, Johayra Prithula, Muhammad E H Chowdhury, Muhammad Salman Khan, Khalid Al-Ansari, Susu M Zughaier, Khandaker Reajul Islam, Abdulrahman Alqahtani

Faculty, Staff and Student Publications

The growing concern of pediatric mortality demands heightened preparedness in clinical settings, especially within intensive care units (ICUs). As respiratory-related admissions account for a substantial portion of pediatric illnesses, there is a pressing need to predict ICU mortality in these cases. This study based on data from 1188 patients, addresses this imperative using machine learning techniques and investigating different class balancing methods for pediatric ICU mortality prediction. This study employs the publicly accessible "Paediatric Intensive Care database" to train, validate, and test a machine learning model for predicting pediatric patient mortality. Features were ranked using three machine learning feature selection …