Medicine and Health Sciences Commons^™

A Connection A Day Keeps The Patient Away: How Remote Patient Monitoring Connected To The Internet Of Things Will Change Us Healthcare Into The Us Healthcare System, Ethan Sinn

Doctoral Dissertations and Projects

The importance of this study was due to the market inefficiencies hindering US healthcare. The three market inefficiencies of excessive cost, access challenges, and low outcome yields have puzzled industry stakeholders for years. These inefficiencies continue gobbling up resources now accounting for around 20% of American GDP. The inefficiencies are symptomatic results of two surface level problems in the US healthcare market: financial misalignments and informational fragmentation. The financial mismatches and informational gaps have caused havoc to the natural market’s daily flow since making their way to the surface and remain firmly connected to the root cause of US healthcare’s …

Effective Strategies To Improve Telemedicine Services For Veterans In Baltimore, Maryland: A Qualitative Single-Case Study, Dolapo Uthman

Doctoral Dissertations and Projects

This qualitative single-case study investigated the inefficiency and limited accessibility of telemedicine services within a selected healthcare organization located in Baltimore, Maryland. The purpose of this study was to investigate how telemedicine services can be improved to enhance healthcare outcomes for patients and their overall quality of life. The data were collected using semi-structured interviews with 16 participants, supported by fieldnotes, and publicly available documents, and analyzed using reflexive thematic analysis. Methodological triangulation was used to validate the findings to ensure credibility and consistency. The research indicated that telemedicine enhances access to healthcare and supports continuity of care, especially for …

Internalized Colorism As A Gendered Barrier To Skin Cancer Information Avoidance Among Hispanic College Students, Soo Yun Kim, Wan-Lin Chang

Communication Faculty Publications

Skin cancer disparities persist among racial and ethnic minority populations, yet sociocultural factors shaping engagement with preventive health information remain understudied. This study examines whether internalized colorism functions as a barrier to skin cancer information avoidance among Hispanic college students and whether these associations differ by sex. Using survey data from 300 undergraduates at a Hispanic-serving institution, hierarchical regression analyses examined how three dimensions of colorism, including self-concept, attractiveness, and upward mobility, were associated with skin cancer information avoidance. Results indicated that only the attractiveness dimension predicted information avoidance. This association was moderated by sex, such that attractiveness-based colorism was …

Exploring Academic–Practice Partnerships In Community Settings: A Narrative Review, Laura C. Sarver

College of Nursing Faculty Papers & Presentations

Purpose: This narrative review explored the literature on academic–practice partnerships in community settings within prelicensure nursing education. Methods: A search of three databases—MEDLINE, CINAHL, and Scopus—led to the review of 12 articles exploring academic–practice partnerships in community settings within prelicensure nursing education. Results: Emergent themes encompassed components for planning, implementing, and evaluating academic–practice partnerships. Planning themes included completing community assessments, considering financial resources, and identifying guiding frameworks or models. Implementation themes included diverse nursing education and community partners and settings, academic–practice partnership initiatives, and integration of partnerships in prelicensure nursing education curricula. Lastly, evaluation themes included the exploration of a …

Infant Hippocampal And Amygdala Volume In An Observational Follow-Up From A Randomized Clinical Trial For Maternal Prenatal Depression, Catherine H. Demers, Benjamin L. Hankin, Lillybelle K. Deer, Robert J. Gallop, Mercedes Hoeflich Haase, M. Camille Hoffman, Martin A. Styner, Nancy K. Grote, Elysia Poggi Davis

Psychology: Data Sets

Prenatal maternal depression may have intergenerational effects on offspring brain development, with potential socioemotional consequences. In an observational follow-up of a randomized clinical trial of a prenatal depression intervention (the CARE Project; ClinicalTrials.gov NCT03011801), brain development and subsequent negative emotionality were examined among 109 infants born to mothers randomized during pregnancy to brief interpersonal psychotherapy or enhanced usual care. These data include MRI-derived hippocampal and amygdala volumes at approximately 6 weeks of age and a laboratory-based assessment of infant negative emotionality at 6 months.

Resulting Publication: Infant hippocampal and amygdala volume in an observational follow-up from a randomized clinical trial …

Editorial: Emerging Treatment Approaches For Substance Use Disorders, David Martinez Garza, Ilya O. Blokhin, Jonathan Brett, Ihsan Salloum

School of Medicine Publications

No abstract provided.

The Fiduciary Argument Against Conscientious Refusal In Healthcare, Michael Robinson

Philosophy Faculty Articles and Research

The question of when, if ever, healthcare professionals with conscientious objections should be accommodated by permitting them to refuse to provide medical interventions to which they morally object is a heated issue that has received significant attention in the medical ethics literature. While many professional medical associations have long held that such objections may be accommodated in a broad range of cases, a vocal and growing minority has been fervently arguing that the medical profession should cease accommodating conscientious objections and should rarely, if ever, permit clinicians to refrain from providing medical care merely because it conflicts with their conscience. …

Sexual Orientation And Burnout Among Emergency Medicine Residents, David Rudolph, Kirlos Haroun, Michael Gottlieb, Susan Farrell, Yvette Calderon, Kayla Iuliucci, Lea Moujaes, Blake Denley, P. Logan Weygandt

Department of Emergency Medicine Faculty Papers

IMPORTANCE: Burnout is highly prevalent among emergency medicine (EM) residents and is associated with negative outcomes for physician well-being and patient care. Emerging evidence suggests sexual minority trainees may be at increased risk, but differences within EM residency are not well characterized.

OBJECTIVE: To determine if burnout prevalence among EM residents differs by sexual orientation after adjustment for key confounders.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study included US resident physicians who took the 2024 American Board of Emergency Medicine In-Training Exam (ITE) postexamination survey and answered the question on sexual orientation.

EXPOSURE: Sexual minority status (heterosexual or straight and …

Functional Divergence Of Capicua Isoforms Explains Differential Tissue Vulnerability In Neurological Disease, Hamin Lee, Esmeralda Villavicencio Gonzalez, Elias M Rivera, Mark A Durham, Ronald Richman, Elizabeth H-Y Chu, Kailey Xia, Hu Chen, Zhandong Liu, Surabi Veeraragavan, Binoy Shivanna, Huda Y Zoghbi

Faculty, Staff and Students Publications

Many neurological diseases impact specific brain regions despite widespread expression of the disease-related protein. Spinocerebellar ataxia type 1 (SCA1) primarily affects the cerebellum, though Ataxin-1 (ATXN1) is widely expressed. We previously showed that intensified interaction between mutant ATXN1 and Capicua (CIC) drives SCA1 pathogenesis in the cerebellum, whereas ATXN1 loss augments amyloid β production in the hippocampus and cortex. CIC, however, forms a complex with ATXN1 and its paralog, Ataxin-1-like (ATXN1L), yet knockout of either yields completely different phenotypes. To determine whether this could be due to CIC having two isoforms, we generated mice bearing either the long (CIC-L) or …

Inhibiting Chikungunya Virus Protease Using Mtase-Like Domain Interactions For Novel Antiviral Therapies, Justin G. Julander

Funded Research Records

No abstract provided.

Intravenous Versus Oral Tranexamic Acid In Shoulder Arthroplasty, Tarishi Parmar, Akin Adio, Mohammad Daher, Adam Khan, John Horneff, Joseph A. Abboud

Rothman Institute Papers

PURPOSE: Tranexamic acid (TXA) is used in shoulder arthroplasty to reduce blood loss. While intravenous (IV) TXA is standard, oral TXA offers advantages in cost and administration. This study compares 90-day complications and postoperative laboratory values between IV and oral TXA in total shoulder arthroplasty (TSA).

METHODS: A retrospective cohort study using TriNetX identified adults undergoing primary TSA (2005-2025) receiving TXA on the day of surgery, stratified by route (IV vs. oral). One-to-one propensity score matching was performed. Ninety-day outcomes included transfusion, thromboembolic events, cardiac and renal complications, neurologic events, infection, wound dehiscence, readmissions, emergency department visits, opioid utilization, and …

Persistent Chemotherapy-Induced Peripheral Neuropathy As A Chronic Cancer Pain Syndrome: Mechanisms, Therapeutic Limitations, And Future Directions, Reed Firestone, Jamin Morrison

Department of Medicine Faculty Papers

Background/Objectives: Chemotherapy-induced peripheral neuropathy (CIPN) is a common, dose-limiting complication of cancer therapy and a major contributor to chronic neuropathic pain among cancer survivors. Although traditionally managed as a treatment-related toxicity, persistent CIPN frequently persists long after chemotherapy completion and is increasingly recognized as a major survivorship and palliative care challenge. This review synthesizes current mechanistic, clinical, and translational evidence and reframes persistent CIPN as a chronic neuropathic cancer pain syndrome. Methods: A narrative review of peer-reviewed literature was conducted using PubMed/MEDLINE, Embase, and the Cochrane Library, supplemented by manual review of key references and clinical guidelines. Emphasis was placed …

Comparison Of Methods For Defatted Human Milk And Nutrient Composition: An Experimental Study, Kristin Cheng, Gina O'Toole, Stephanie Chang, Richard Chang, John Miklavcic

Food Science Faculty Articles and Research

Background

Human milk is considered the gold standard for infant nutrition; however, it is often discontinued in chylothorax and severe very long-chain acyl-CoA dehydrogenase (VLCAD) deficiency. As an alternative to complete human milk restriction, defatted human milk may be fed, though it may not fully support optimal infant growth and development. This study aimed to assess the micronutrient profile of defatted human milk.

Methods

Human milk was obtained from UCSD Human Milk Research Biorepository (San Diego, CA). Thirty samples representing 10 independent expressions in the morning, afternoon, and evening were pooled for analysis. Fat removal was performed by centrifugation at …

Interstitial Fluid N-Glycans Serve As A Proxy For Serum Biomarker Discovery In A Pilot Study, Radka Saldova, Talus K. Gaymore, Caitriona Walsh, Eder Zavala, Paula M. Mendes

Student Papers, Posters & Projects

Protein glycosylation is the most prevalent post-translational modification and is known to undergo profound alterations in disease. While serum N-glycosylation has been extensively studied, interstitial fluid is gaining prominence as a minimally invasive biomarker source, underscored by the widespread clinical adoption of wearable glucose monitors in diabetic patients. However, the glycomic landscape of interstitial fluid remains largely unexplored. Here, we have performed a comparative analysis of the N-glycome from interstitial fluid and matched plasma from five healthy volunteers using liquid chromatography, mass spectrometry and exoglycosidase digestions. Strikingly, the interstitial fluid N-glycome closely shows overlapping profiles with the plasma of each …

Overcoming Igf1r-Mediated Resistance To Oncolytic Hsv1 And Radiotherapy Via Triple Combination Therapy, Alexandra A Miller, Min-Hye Noh, Jin Muk Kang, Jiyeon Kim, Lily Nguyen, Amanda S Kouaho, Grace Nguyen, Minxin Huang, Stephanie M Bean, Joshua Davis, Matthew P Mullarkey, Sunil Krishnan, Zhongming Zhao, E Antonio Chiocca, Tae Jin Lee, Ji Young Yoo

The Brown Foundation: Institute of Molecular Medicine

FDA-approved oncolytic herpes simplex virus-1 (oHSV) therapy has emerged as a promising viro-immunotherapy for solid tumors. However, tumor- and tumor microenvironment (TME)-associated adaptations following viral treatment, such as feedback immune suppression, neoangiogenesis, and enhanced tumor aggressiveness, often hinder complete tumor eradication. A deeper understanding of the molecular mechanisms underlying resistance to oHSV is crucial to enhancing its clinical impact. We recently discovered that oHSV induces Insulin-like growth factor 2 (IGF2) secretion, shaping an immunosuppressive TME. Similarly, radiotherapy (RTx) activates the IGF1/IGF1R and YAP1 signaling pathways, further promoting therapeutic resistance. In this study, we investigated how oHSV-induced Insulin-like growth factor 1 …

Less Frequent Versus More Frequent Cervical Examinations In Labor: A Systematic Review And Meta-Analysis, Alessandro Petrecca, Benedetta Bina, Chiara Tersigni, Tullio Ghi, Vincenzo Berghella

Department of Obstetrics and Gynecology Faculty Papers

BACKGROUND: Digital cervical examinations are central to intrapartum care, yet their optimal frequency remains uncertain and is largely based on consensus rather than high-quality evidence.

OBJECTIVES: To compare less frequent versus more frequent cervical examinations during labor in terms of obstetrical, maternal and neonatal outcomes.

SEARCH STRATEGY: We searched Medline, Cochrane Library, EMBASE, PubMed Central, Scopus and ClinicalTrials.gov from inception to August 2025, without language or geographic restrictions. The review was registered in PROSPERO (CRD420251033729).

SELECTION CRITERIA: Randomized controlled trials comparing different frequencies of cervical examinations in term singleton pregnancies during labor were included.

DATA COLLECTION AND ANALYSIS: Two reviewers …

Injuries In Children Undergoing Subspecialty Abuse Evaluations Because Of Intimate Partner Violence., M Katherine Henry, Gunjan Tiyyagura, Joanne N. Wood, Jan Leonard, Kristine A. Campbell, Daniel M. Lindberg, Angela N. Bachim, Farah W. Brink, Lori D. Frasier, Nancy S. Harper, Claire Hickey, Natalie Laub, John D. Melville, Hannah Sahud, Philip V. Scribano

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND AND OBJECTIVES: Intimate partner violence (IPV) and child physical abuse often co-occur, but the frequency and risk factors for abusive injuries in IPV-exposed children remain unknown. Our objectives were to (1) determine frequency of skeletal surveys (SSs) and neuroimaging use because of IPV and their diagnostic value in children aged less than 24 months evaluated by a child abuse pediatrics specialist (CAP) and (2) identify factors associated with performance of and findings on SS and neuroimaging.

METHODS: We conducted a retrospective study of children aged less than 24 months undergoing CAP consultations because of IPV exposure from February 2021 …

Questionnaire-Based Identification And Participation In Lung Cancer Screening In Sweden, Julie Barta

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

No abstract provided.

Targeting The Prmt5/Nur77 Methylation Axis Enhances Endometrial Decidualization Capacity And Female Fertility In Preclinical Models, Zhiwen Cao, Xinyu Cai, Jie Mei, Na Kong, Yang Liu, Xiaoyue Shen, Min Wu, Xin Zhen, Jianxin Sun, Rong Li, Ruiwei Jiang, Haixiang Sun, Guijun Yan

Center for Translational Medicine Faculty Papers

Defective endometrial decidualization is one major cause of female infertility, yet the underlying mechanisms remain elusive. Here, we identified that protein arginine methyltransferase 5 (PRMT5), which was upregulated during decidualization and by progesterone stimulation, was markedly downregulated in the endometria of patients with recurrent implantation failure (RIF), along with a global reduction of symmetric dimethylarginine (SDMA). Uterine stroma-specific ablation of Prmt5 in mice severely impaired decidualization, leading to infertility. A multiomics analysis in human endometrial stromal cells (EnSCs) revealed that PRMT5 promoted decidualization primarily by catalyzing SDMA at arginine 346 (R346) of the orphan nuclear receptor Nur77, which directs its …

Quality Of Life And Depressive Symptoms In Older Adults: Findings From An Integrated Epilepsy Self-Management Data Set, Elaine T Kiriakopoulos, Farren Briggs, Nicole Fiorelli, Robin E Mcgee, Erica K Johnson, Barbara C Jobst, Ross Shegog, Refugio Sepulveda, Tanya Sprulli, Cam Escoffery, Rakale C Quarells, Molly Mcvoy, Sakshi Priy, Clara Adeniyi, Martha Sajatovic

Faculty, Staff and Student Publications

Background: In the U.S., about one million people with active epilepsy are adults aged 55+. Older adults with epilepsy (OAWE) experience complex health conditions that compromise quality of life (QOL). The contribution of depressive symptom dimensions to health-related QOL remains underexplored in OAWE.

Methods: We analyzed baseline data from 13 epilepsy self-management studies in the CDC-sponsored MEW-DB (Managing Epilepsy Well Database), including adults ages 55 and older (N = 198). The primary outcome was health-related QOL, assessed via the 10-item Quality of Life in Epilepsy scale (QOLIE-10), which was inverse rank normalized (mean = 0, SD = 1). Primary predictors …

Assessing Current Non-Pharmacologic Pain Management Practices For Sickle Cell Disease In Adults, Shreya Kolipaka, Michelle Axe, Charmaine Wright, Stephanie Guarino

Student Papers, Posters & Projects

OBJECTIVES: Both acute and chronic pain caused by sickle cell disease (SCD) is often managed with opioid therapy despite limited evidence for long-term efficacy. Adequately managing SCD pain requires a comprehensive approach, incorporating both pharmacologic and non-pharmacologic interventions. In other conditions, peer-mentored group programs are effective in managing chronic pain; however, their role in SCD is not yet described. Our objective is to understand patients' current pharmacologic and non-pharmacologic SCD management practices as well as further exploring perspectives of pain related to SCD.

METHODS: Participants were interviewed using semi-structured format. Audio-recorded interviews were transcribed. Descriptive statistics and pain management modality …

Epilepsy-Associated Digenic Variants Affecting An Actin-Mitochondria-Glutamate Pathway Promote Seizure Susceptibility, Shenzhao Lu, Mengqi Ma, Shabab B Hannan, Mingxi Deng, Hu Chen, Zhijian Yu, Lindsey D Goodman, Haein Kim, Yun Zhao, Sandeep Kumar Dubey, Wen-Wen Lin, Xueyang Pan, Debdeep Dutta, Vishnu Anand Cuddapah, Jill A Rosenfeld, Xi Luo, Zhandong Liu, Joshua M Shulman, Hugo J Bellen

Faculty, Staff and Students Publications

Epilepsy affects approximately 50 million people worldwide, yet more than half of individuals with a presumed genetic cause still lack a molecular diagnosis despite the identification of over 1,000 monogenic epilepsy genes. This diagnostic gap is unlikely to be resolved by improved variant detection alone, suggesting that variants affecting the same biological pathway may combine to cause disease. By studying epilepsy-associated actin regulatory genes, we identified a conserved "actin-mitochondria-glutamate (AMG) pathway". We demonstrate that reduced actin polymerization promotes DRP1-mediated mitochondrial fission, increases reactive oxygen species (ROS) levels, and enhances glutamatergic transmission, leading to seizures. The glial innate immune pathway, a …

Premature Ventricular Contractions As A Result Of Subacute Myocarditis In A Professional Football Player, Charlotte Pirquet, Daniel Underberg, Brian Osler, Derek Schwabe-Warf, David Shipon

Department of Medicine Faculty Papers

BACKGROUND: Return-to-play (RTP) decisions for professional athletes with arrhythmias are challenging, particularly when the diagnosis is uncertain.

CASE SUMMARY: A 33-year-old professional football player presented for RTP evaluation of premature ventricular contractions (PVCs) and atypical chest pain. Work-up was significant for fragmented R waves and PVCs on electrocardiogram as well as late gadolinium enhancement on cardiac magnetic resonance imaging. Positron emission tomography scan was normal. These findings suggested possible subacute myocarditis. He elected to rest for 2 to 3 months and was treated with guideline-directed medical therapy. Risk stratification highlighted increased risks associated with late gadolinium enhancement and incomplete genetic …

Strategies To Increase Attendance In Substance Use Disorder Group Treatment: Results From A Randomized Controlled Trial, Liliane Cambraia Windsor, Heather A Jones, Carla Ellis, Kennya Hooper, Andrea Rucker, Salma Musaad, Moses Okumu

Faculty, Staff and Students Publications

Background: Attendance in substance-use-disorder group-treatment is challenging with only 32% of patients attending at least one session (Substance Abuse and Mental Health Services Administration and Center for Behavioral Health Statistics and Quality. Treatment Episode Data Set (TEDS): 2023 admissions to and discharges from substance use treatment services reported by single state agencies, Bethesda, 2025). The present study tested a set of strategies to increase group session attendance in Community Wise, an innovative evidence-based group-intervention delivered in harm-reduction-community-based agencies and designed to reduce alcohol and substance use among people with substance-use-disorders living in predominantly Black and disinvested communities. We examined: (1) …

Aberrant Stat Signaling And T Cell Dysregulation Define A Targetable Pediatric Sepsis Endotype, Robert B. Lindell, Samir U. Sayed, Jose S. Campos Duran, Sydney A. Sheetz, Apoorva Babu, Montana S. Knight, Andrea A. Mauracher, Ceire A. Hay, Peyton E. Conrey, Julie C. Fitzgerald, Nadir Yehya, Stephen T. Famularo, Teresa Arroyo, Richard Tustin, Hossein Fazelinia, Edward M. Behrens, David T. Teachey, Lisa R. Forbes Satter, Alexandra F. Freeman, Jenna Re Bergerson, Steven M. Holland, Jennifer W. Leiding, Scott L. Weiss, Mark W. Hall, Deanne M. Taylor, Rui Feng, E. John Wherry, Nuala J. Meyer, Sarah E. Henrickson

Department of Pediatrics Faculty Papers

BACKGROUNDSepsis is a leading cause of morbidity and mortality in critically ill children, yet heterogeneous immune responses complicate the development of targeted therapies and the host immune factors driving sepsis pathobiology remain unclear.METHODSWe integrated deep immune phenotyping, plasma proteomics, single-cell transcriptomics, and phosphoflow cytometry in a prospective cohort of 88 critically ill children to elucidate the mechanisms underlying immune heterogeneity.RESULTSUnsupervised clustering of plasma cytokines identified 3 immunologic subgroups, including a high-severity group ("Group C") characterized by hypercytokinemia driven by IL-6 and IFN-γ. Group C exhibited distinct alterations in immune cell frequency and activation, with a strong association between hyperinflammatory cytokine …

A Systematic Literature Review Of Cvid Reveals Pervasive Detrimental Noninfectious Manifestations, Robert B Lindell, Samir U Sayed, Jose S Campos Duran, Sydney A Sheetz, Apoorva Babu, Montana S Knight, Andrea A Mauracher, Ceire A Hay, Peyton E Conrey, Julie C Fitzgerald, Nadir Yehya, Stephen T Famularo, Teresa Arroyo, Richard Tustin, Hossein Fazelinia, Edward M Behrens, David T Teachey, Lisa R Forbes Satter, Alexandra F Freeman, Jenna Re Bergerson, Steven M Holland, Jennifer W Leiding, Scott L Weiss, Mark W Hall, Deanne M Taylor, Rui Feng, E John Wherry, Nuala J Meyer, Sarah E Henrickson

Faculty, Staff and Students Publications

BACKGROUND

Sepsis is a leading cause of morbidity and mortality in critically ill children, yet heterogeneous immune responses complicate the development of targeted therapies and the host immune factors driving sepsis pathobiology remain unclear.

METHODS

We integrated deep immune phenotyping, plasma proteomics, single-cell transcriptomics, and phosphoflow cytometry in a prospective cohort of 88 critically ill children to elucidate the mechanisms underlying immune heterogeneity.

RESULTS

Unsupervised clustering of plasma cytokines identified 3 immunologic subgroups, including a high-severity group (“Group C”) characterized by hypercytokinemia driven by IL-6 and IFN-γ. Group C exhibited distinct alterations in immune cell frequency and activation, with a …

Tau Seeds Induce Neurofibrillary Tangle Formation Across Brain Regions Via Individual-Specific Connectivity, Audrey J Weber, Bernard Ng, Kelsey M Greathouse, David A Bennett, Shinya Tasaki, Chris Gaiteri, Jeremy H Herskowitz

Faculty, Staff and Student Publications

The spread of tau pathology across the cerebral cortex is closely tied to cognitive decline in Alzheimer's disease (AD). To investigate mechanisms underlying tau spread, we measured bioactivity of tau seeds from inferior temporal gyrus (ITG) and superior frontal gyrus (SFG) synaptosomes in 128 individuals and demonstrated that tau seed bioactivity associates with tau phosphorylation, neurofibrillary tangles (NFTs), and cognitive impairment. Incorporating genotype data from the same individuals within a Mendelian randomization framework showed that tau seeds in ITG induce NFTs locally as well as drive tau seeds and NFTs in SFG. Integrating antemortem functional magnetic resonance imaging data from …

Comparative Analysis Of Traditional And Deep Learning Time Series Architectures For Influenza A Infectious Disease Forecasting, Edmund Fosu Agyemang, Hansapani Rodrigo, Vincent Agbenyeavu

School of Mathematical & Statistical Sciences Faculty Publications

Influenza A remains a major cause of respiratory mortality worldwide, motivating accurate forecasting to support timely preparedness and resource allocation. This study presents a comparative evaluation of two traditional seasonal time series baselines, ARIMA and Holt–Winters exponential smoothing (ETS), and six deep learning (DL) architectures (Simple RNN, LSTM, GRU, BiLSTM, BiGRU, and a Transformer) for forecasting monthly Influenza A case counts in the United States. Data from January 2009 to December 2023 were analyzed, using January 2009 to December 2022 for training and January 2023 to December 2023 for out-of-sample testing. Models were tuned using a validation split and assessed …

Fertility And Birth Rates In The Mountain West, 2024, Sydney Mitchell, Maisoon Faris, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet reports 2024 data on the overall birth rate and birth-related health measures in the five Mountain West states of Arizona, Colorado, New Mexico, Nevada, and Utah using data from the Centers for Disease Control and Prevention (CDC) website. This fact sheet includes information from the National Center for Health Statistics, “Statistics by State” subsection related to birth. This subsection focuses on fertility rates, teen birth rates, infant mortality rates, births to unmarried mothers, cesarean deliveries, pre-term births, and infants with low birth weight.

Rethinking Vaginal Microbiome Resilience: A Conceptual Multi-Omic Framework, Brittnee Cagle-White, Rob E. Carpenter, Alaina Vincent, Ellen Kominek, Andrew Krouse

Human Resource Development Faculty Publications and Presentations

The vaginal microbiome is often interpreted through static taxonomic patterns. Yet microbial composition alone does not explain why some communities resist perturbation, recover after disruption, or transition toward dysbiosis. This narrative review synthesizes evidence that vaginal microbiome stability is shaped by endocrine phase, epithelial substrate availability, microbial functional capacity, mucosal tone and candidate host modifiers. High-estrogen states, particularly pregnancy, are associated with epithelial maturation, glycogen accumulation, low vaginal pH, and Lactobacillus-dominant communities, whereas postpartum, lactational, menopausal, and other hypoestrogenic states are associated with reduced epithelial support and increased vulnerability to diverse anaerobe-rich configurations. We review the linking of the estrogen–glycogen–Lactobacillus …