Digital Commons Network^™

Communicating Across Languages: Experiences Of Spanish-Speaking People With Dementia And Care Partners In The Emergency Department, Anita N Chary, Victor Lara, Sumin Yoon, Annika R Bhananker, Edgar Ordoñez, Michelle I Suh, Manish N Shah

Faculty, Staff and Students Publications

No abstract provided.

Validation Of Longitudinal Biomarker Screening Algorithms For Hcc Detection In Patients With Cirrhosis, Amit G Singal, Qingchun Jin, Jorge Marrero, Neehar D Parikh, Anna S Lok, Camden Lopez, Stephanie Page-Lester, Lewis R Roberts, Rajender Reddy, Michelle Luster, Saira Khaderi, Sumeet K Asrani, Hashem B El-Serag, Fasiha Kanwal, Ziding Feng, Nabihah Tayob

Faculty, Staff and Students Publications

Background: Blood-based biomarker panels, including GALAD, have been proposed as an alternative to abdominal ultrasound for hepatocellular carcinoma (HCC) surveillance. Studies suggest longitudinal evaluation of biomarkers can improve test performance; however, no large studies have validated these findings.

Methods: We leveraged the HCC Early Detection Strategy (HEDS) study (n=1019 patients with cirrhosis; 99 incident HCC) and Texas HCC Consortium (THCCC) (n=2345 patients with cirrhosis; 126 incident HCC) to compare the performance of fixed-threshold GALAD (cutoff of -1.36), and 4 longitudinal algorithms: longitudinal GALAD, PALAD, mFB-ALAD, and mPEB-ALAD. The HEDS cohort was used to derive longitudinal algorithms, and external validation was …

Segmental And Multifocal Isolated Dystonias: Similarities And Differences, Hyder A Jinnah, Vittorio Velucci, Daniele Belvisi, Gamze Kilic-Berkmen, Joel S Perlmutter, Laura J Wright, Christine Klein, Jeanne S Feuerstein, Steven Bellows, Joseph Jankovic, Cynthia Comella, Richard L Barbano, Aparna Wagle Shukla, Stephen G Reich, Mark S Ledoux, Alberto J Espay, Kevin R Duque, Florence C F Chang, Victor S C Fung, Sarah Pirio-Richardson, Carmen Terranova, Emile S Moukheiber, Sarah Idrissi, Barbara Vitucci, Susan H Fox, Samuel Frank, Natividad Stover, Brian D Berman, Rachel Saunders-Pullman, William G Ondo, Christopher L Groth, Marcello Esposito, Laura Avanzino, Francesco Bono, Roberto Erro, Marcello Mario Mascia, Antonella Muroni, Alfredo Berardelli, Giovanni Defazio

Faculty, Staff and Students Publications

Background: Whether the traditional distinction between segmental and multifocal dystonia is clinically or scientifically useful remains unclear.

Objective: To evaluate whether idiopathic isolated adult-onset segmental and multifocal dystonia can be differentiated based on clinical features other than the contiguity of affected body regions.

Methods: We compared data on segmental and multifocal dystonia from two large dystonia databases established in the USA and Italy that used similar criteria for patient recruitment and assessment.

Results: Compared to segmental dystonia, multifocal dystonia was characterized by a higher proportion of men, a younger age at dystonia onset, a greater frequency of upper limb dystonia, …

Responsive Neurostimulation In Children, Adolescents, And Young Adults-Longitudinal Effectiveness And Safety, Steven T Lee, Shital Patel, Cemal Karakas, Kimberly Houck, Cristina Trandafir, Matthew J Mcginley, Deepankar Mohanty, James J Riviello, Howard L Weiner, Daniel Curry, Irfan Ali

Faculty, Staff and Students Publications

Drug-resistant epilepsy (DRE) remains challenging to treat, and seizure control often fluctuates over time. Responsive neurostimulation (RNS) is increasingly used in pediatric and young adult populations, yet long-term effectiveness and safety data are limited. We evaluated longitudinal seizure control trajectories and safety of RNS in children, adolescents, and young adults treated at our center. Seizure frequency was assessed at approximately 6-month intervals from serial follow-up visits through the most recent follow-up, with each sampled visit categorized by ≥ 50 % (all-responder, AR) or ≥90 % (super-responder, SR) seizure reduction. We examined the persistence and durability of seizure control and used …

Relationship Between Heart Rate Variability And Sleep Among Girls And Boys With Abdominal Pain-Related Disorders Of Gut-Brain Interaction, Kendra J Kamp, Robert L Burr, Camden E Matherne, Emily Simonds, Tasha Murphy, Margaret M Heitkemper, Rona L Levy, Robert J Shulman, Miranda A L Van Tilburg

Faculty, Staff and Students Publications

Background: Children with abdominal pain-related disorders of gut-brain interaction (AP-DGBI) often experience sleep disturbances which may be linked to the autonomic nervous system. Heart rate variability (HRV) is a non-invasive measure of autonomic nervous system activity. Our aim was to examine if HRV was associated with characteristics of disturbed sleep in children with AP-DGBI in order to elucidate the underlying physiological mechanisms of disturbed sleep.

Methods: This analysis used baseline data from a randomized control trial of 156 children ages 7-12 years with AP-DGBI. HRV was measured after dinner using a Polar monitor. Sleep disturbances were evaluated using the Children's …

The Role Of Top-Down Appetite Self-Regulation In The Development Of Healthy Eating Behaviors Among Children: A Narrative Review And Socialization Framework, David J Bridgett, Sheryl O Hughes, Matthew Broussard, Daniela Mccourt, Christina M Croce, Jennifer O Fisher

Faculty, Staff and Students Publications

Appetite self-regulation (ASR) among children is thought to have a fundamental role in shaping the development of healthy eating behaviors, dietary intake, and growth during childhood. Parallel to developmental frameworks for understanding "general" self-regulation among children, ASR has been described as involving children's use of "top-down" cognitive processes to moderate "bottom-up" biological drives around food approach and avoidance in the interest of achieving desired eating behaviors or outcomes. Whereas bottom-up ASR processes during early childhood are well characterized, particularly in the context of dysregulation and obesity risk, the role of top-down ASR processes in the development of healthy eating behaviors …

Nasopharyngeal Microbiome-Epigenome-Wide Association Analysis In Infants With Severe Bronchiolitis, Ryohei Shibata, Yijun Li, Anat Yaskolka Meir, Sara Javornik Cregeen, Matthew Clayton Ross, Janice A Espinola, Ashley F Sullivan, Liming Liang, Kohei Hasegawa, Carlos A Camargo, Zhaozhong Zhu

Faculty, Staff and Students Publications

Background: Bronchiolitis exposes infants to both acute burdens (e.g., hospitalization in cases of severe bronchiolitis) and increased risks for chronic respiratory sequelae (e.g., asthma). In severe bronchiolitis, recent evidence suggests distinct pathobiological roles of microbiota (e.g., viruses, bacteria) and host responses influenced by genetic and epigenetic factors. However, the relationship of airway microbiota with host DNA methylation (DNAm) in infants with severe bronchiolitis remains unknown.

Methods: In a multi-center prospective cohort of 504 multi-ethnic infants with severe bronchiolitis (age < 1 year), using nasopharyngeal microbiome (exposure) and blood DNAm (outcome, Infinium MethylationEPIC BeadChip, Illumina) data within 24 h of the hospitalization, we conducted microbiome-epigenome-wide association studies (mbEWAS). We examined microbiota-associated differentially methylated CpGs (mbDMCs, false discovery rate [FDR] < 0.05), regions (mbDMRs, FDR < 0.05), and DNAm age acceleration. We also determined the associations of DNAm age acceleration with asthma development by age 6 years. Furthermore, we focused on asthma-related pathogenic bacteria-Haemophilus influenzae, Moraxella catarrhalis, and Streptococcus pneumoniae-for functional analyses by examining serum mbDMR-related proteins (Proseek Multiplex, Olink) and their enriched pathways (FDR < 0.10).

Results: Across 23 common taxa-observed at least in 25% of the infants, we identified 1 mbDMC (S. pneumoniae, cg16594639, chr20: 39528675) …

Incidence Of Cancers Among Children Living With Hiv In Malawi After Widespread Availability Of Antiretroviral Therapy: A Population-Based Study, Casey L Mcatee, Fatsani Manase, William Kamiyango, Jimmy Villiera, Mark Zobeck, Joseph Mhango, Allison Silverstein, Samuel Maloya, Apatsa Matatiyo, Eluness Simwela, Honour Mhango, Desire Hellings, Brigid O'Brien, Claudia Wallrauch, Tom Heller, Matthew Painschab, Kate Westmoreland, Atupele Mpasa, Rizine Mzikamanda, Nmazuo Ozuah, Joseph Lubega, Nader Kim El-Mallawany, Carl E Allen, Michael E Scheurer

Faculty, Staff and Students Publications

Purpose: Few data describe the modern epidemiology of pediatric HIV-associated cancers in sub-Saharan Africa, home to over 80% of the world's children living with HIV. This study evaluated the incidence of cancers among these children over 15 years after widespread antiretroviral therapy (ART) adoption in Malawi.

Methods: We conducted a retrospective population-based cohort study leveraging multiple independent data sources comprehensive of all cancer diagnoses among children living with HIV in Northern and Central Malawi between 2010 and 2024. HIV-associated cancers were defined as those cancers with well-established epidemiologic associations with HIV. Cumulative incidence and average annual percent change were estimated …

Rural-Urban Differences In Use Of Mental Health Care For Serious Mental Illness At The Veterans Health Administration: A Retrospective Cohort Analysis, Alexandra B Caloudas, Amber B Amspoker, Ashley Smith, Liang Chen, Amy K Cuellar, Giselle Day, Alexandra Zingg, Julianna Hogan, Jan A Lindsay

Faculty, Staff and Students Publications

PURPOSE: Rural Veterans with serious mental illness (SMI) encounter significant barriers to accessing mental health care, related to SMI symptoms and rurality. A 2023 Government Accountability Office report found that rural Veterans used Veterans Health Administration (VHA) intensive mental health care for SMI less than urban Veterans relative to their population distributions. Our purpose was to deepen understanding of rural-urban differences in use of VHA mental health care among Veterans with SMI.

METHODS: Using VHA databases, we conducted a retrospective cohort analysis of 387,477 Veterans diagnosed with SMI, examining rurality as a predictor of intensive care for SMI and other …

Clinical Outcomes Following Stereotactic Mri-Guided Laser Ablation In Children With Tuberous Sclerosis Complex And Intractable Epilepsy, Chelsey Ortman, Rohini Coorg, Irfan Ali, Dave Clarke, Gloria Diaz-Medina, Kimberly Houck, Akshat Katyayan, Laura Masters, Deepankar Mohanty, Anuranjita Nayak, Michael Quach, Vijay M Ravindra, James J Riviello, Sonali Sen, Elaine Seto, Danielle Takacs, Cristina Trandafir, John T Freiling, Karen Evankovich, Yingchao Yuan, Kalman A Katlowitz, Daniel Curry, Howard L Weiner, Anne Anderson

Faculty, Staff and Students Publications

Objective: In children with tuberous sclerosis complex (TSC) and drug-resistant epilepsy (DRE), magnetic resonance imaging-guided stereotactic laser ablation (SLA) therapy offers less-invasive treatment compared to craniotomy and resection. Our study seeks to further expand on the long-term outcomes in patients with TSC-related DRE who have undergone SLA.

Methods: Patients with TSC and DRE treated with SLA, between July 1, 2016 and January 1, 2022, at our institution were identified retrospectively. Reduction in number of anti-seizure medications (ASMs), developmental improvement as reported by the patients' families, seizure frequency measured in surgically targeted seizure type and total seizures per day, and Engel …

Lower Gyrification Of The Ventromedial Prefrontal Cortex In Posttraumatic Stress Disorder: An Enigma-Ptsd Study., Ahmed Hussain, C Lexi Baird, Ashley A Huggins, Courtney C Russell, Delin Sun, Leonel Rangel-Jimenez, Chadi G Abdallah, Michael Angstadt, Geoffrey May, Hannah Berg, Jennifer U Blackford, Josh Cisler, Judith K Daniels, Nicholas D Davenport, Richard J Davidson, Maria Densmore, Seth G Disner, Wissam El-Hage, Amit Etkin, Negar Fani, Jessie L Frijling, Evan M Gordon, Daniel W Grupe, Ryan A Herringa, Julia I Herzog, David Hofmann, Anna R Hudson, Tanja Jovanovic, Anthony King, Saskia B J Koch, Ruth A Lanius, Amit Lazarov, Gen Li, Israel Liberzon, Shmuel Lissek, Guangming Lu, Antje Manthey, Adi Maron-Katz, Katie A Mclaughlin, Sven C Mueller, Laura Nawijn, Steven M Nelson, Yuval Neria, Richard W J Neufeld, Jack B Nitschke, Bunmi O Olatunji, Miranda Olff, Matthew Peverill, Rongfeng Qi, Yann Quidé, Orren Ravid, Ivan Rektor, Kerry J Ressler, Pavel Říha, Marisa Ross, Kelly Sambrook, Christian Schmahl, Anika Sierk, Scott R Sponheim, Jennifer S Stevens, Thomas Straube, Benjamin Suarez-Jimenez, Jean Théberge, Nic J A Van Der Wee, Steven J A Van Der Werff, Sanne J H Van Rooij, Mirjam Van Zuiden, Dick J Veltman, Robert R J M Vermeiren, Henrik Walter, Li Wang, Xi Zhu, Ye Zhu, Sigal Zilcha-Mano, Neda Jahanshad, Paul M Thompson, Rajendra A Morey

Faculty, Staff and Students Publications

Background: Cortical gyrification involves the formation of folds in the cerebral cortex, coinciding with key neurodevelopmental processes. Its strong correlation with increased cortical surface area and decreased cortical thickness may improve cortical signaling efficiency by decreasing cortico-cortical distance. Differences in brain structure have been found in posttraumatic stress disorder (PTSD), yet few small studies have examined cortical gyrification.

Methods: Gyrification was quantified using FreeSurfer's Local Gyrification Index (lGI), derived from 3-dimensional T1-weighted volumetric brain magnetic resonance imaging in 1876 participants (PTSD n = 789, control n = 1087) across 24 sites from the ENIGMA-PGC (Enhancing Neuro Imaging Genetics through Meta-Analysis …

Statistical Methods In Aging Research: Improving Current Practices And Embracing Emerging Approaches, Deependra K Thapa, Erik S Parker, Mounika Kandukuri, Xi Rita Wang, Thirupathi R Mokalla, Olivia C Robertson, Wasiuddin Najam, Andrew E Teschendorff, Andrew W Brown, John R Speakman, Yisheng Peng, Bernard S Gorman, Heping Zhang, Luis-Enrique Becerra-Garcia, Colby J Vorland, David B Allison

Faculty, Staff and Students Publications

Aging research relies on varied statistical methods, and applying these methods appropriately is important for scientific rigor. However, proper use of these statistical techniques is a challenge. We discuss two categories of statistical methods in aging research: (a) emerging methods requiring further validation, including techniques to examine compression of morbidity, maximum lifespan, immortal time bias, molecular aging clocks, and treatment response heterogeneity, and (b) classic and existing methods needing reconsideration and improvement, such as stepwise regression, generalized linear models, methods for accounting for clustering and nesting effects, methods for testing for group differences, methods for mediation …

Defining The Society Of Pediatric Liver Transplantation (Split) Research Agenda: A Delphi Consensus Project, Sharad I Wadhwani, Pooja Reddy Spector, Amy G Feldman, Katryn N Furuya, Kayla Hartjes, Chaowapong Jarasvaraparn, Beau Kelly, Stacee M Lerret, Krupa Mysore, Arti Pawaria, Philip Rosenthal, Amy Shui, Voytek Slowik, Sarah Taylor, Jennifer Vittorio, Pamela L Valentino

Faculty, Staff and Students Publications

Background: Despite major advances in surgical and medical management, only one-third of pediatric liver transplant (LT) recipients remain morbidity-free at 10 years. The Society of Pediatric Liver Transplantation (SPLIT) published a research agenda over 10 years ago, and much progress has been made since then. An updated consensus-driven SPLIT research agenda could guide future research and funding priorities. We aimed to identify and prioritize key research needs across the continuum of pediatric LT care using a modified Delphi consensus approach.

Methods: We conducted a three-round modified Delphi process among SPLIT members. In round 1, participants submitted open-ended research priorities. In …

Lonp1 Variants Are Associated With Clinically Diverse Phenotypes, Randee E Young, Lu Qiao, Rebecca Hernan, David A Sweetser, Jessica L Waxler, Daryl A Scott, Tiana M Scott, Seema R Lalani, Mahshid S Azamian, Jill A Rosenfeld, Bret Bostwick, Lindsay C Burrage, Lance H Rodan, Bianca E Russell, Marina Dutra-Clarke, Michael Kruer, Somayeh Bakhtiarim, Hossein Darvish, David J Amor, Shamima Rahman, Karen Stals, Lisa Bradley, Susan Byrne, Leandra K Tolusso, Beatrix Wong, Laura Benedict, Kimberly Wallis, Kestutis Micke, Cindy Colson, Thomas Smol, Sabrina V Southwick, Kristen A Miller, Michelle L Kush, Odelia Chorin, Annick Rothschild, Wei Wang, Yufeng Shen, Wendy K Chung

Faculty, Staff and Students Publications

LONP1 encodes a mitochondrial protease essential for protein quality control and metabolism. Variants in LONP1 are associated with a diverse and expanding spectrum of disorders, including Cerebral, Ocular, Dental, Auricular, and Skeletal anomalies syndrome (CODAS), congenital diaphragmatic hernia (CDH), and neurodevelopmental disorders (NDD), with some individuals exhibiting features of mitochondrial encephalopathy. We report 16 novel LONP1 variants identified in 16 individuals (11 with NDD, 5 with CDH), further expanding the clinical spectrum. Structural mapping of disease-associated missense variants revealed phenotype-specific clustering, with CODAS variants enriched in the proteolytic chamber and NDD variants more broadly distributed. CODAS is caused by biallelic …

Concurrent Vulvar Vitiligo And Lichen Sclerosus: The Importance Of Melanocyte-Specific Immunostains In Resolving Diagnostic Ambiguity, Nabor S Mireles, Kaitlyn Levett, Annie Dai, Abdul Hafeez Diwan, Omid Jalali

Faculty, Staff and Students Publications

Vitiligo and lichen sclerosus (LS) are autoimmune dermatoses that may share overlapping clinical and histopathologic features, posing diagnostic challenges when they occur concurrently. We report a biopsy-confirmed case of vulvar vitiligo and LS in a 61-year-old woman presenting with pruritic, depigmented patches on the labia majora and minora. Histopathologic examination showed epidermal thinning with papillary dermal hyalinization and a dense, band-like lymphocytic infiltrate consistent with LS. Melan-A immunostaining demonstrated a complete absence of epidermal melanocytes, confirming concurrent vitiligo rather than LS-related post-inflammatory hypopigmentation. This case underscores the importance of correlating subtle clinical clues with melanocyte-specific immunostains to distinguish coexistent vitiligo …

Cardiac Catheterization In American Indian/Alaska Native Populations: Empowering Communities, Providers, And Systems Toward Equity, Joseph Burns, Daniel J Penny, Keila N Lopez, Lindsay F Eilers, Athar M Qureshi, Christine J Chung, Jason F Deen

Faculty, Staff and Students Publications

American Indian/Alaska Native (AI/AN) people face numerous health disparities, including alarming rates of cardiovascular morbidity and mortality. These inequities are closely tied to unique social, political, and economic circumstances due to the ongoing consequences of systemic racism. Although poorly described, these cardiovascular inequities extend to adult and pediatric interventional cardiology. AI/AN adults are less likely to undergo cardiac catheterization and are more likely to experience complications. There are no published studies on pediatric interventional cardiology outcomes in AI/AN children. The scarcity of available data underscores the need for novel studies to investigate the epidemiology, sociodemographic associations, and outcomes of AI/AN …

Surgical Repair Of Double-Outlet Right Ventricle With Doubly Committed Juxtaarterial Ventricular Septal Defect: The Role Of Virtual Reality, Fumiya Yoneyama, Jonathan Awori, Shagun Sachdeva, Kaimal A Jayakumar, Javier Brenes, Jeffery S Heinle

Faculty, Staff and Students Publications

Double-outlet right ventricle (DORV) with a doubly committed juxtaarterial ventricular septal defect (VSD) presents significant surgical challenges. We report a neonate with DORV, a hypoplastic aortic arch, and a patent ductus arteriosus. Virtual reality (VR) imaging provided detailed visualization, confirming the VSD's position beneath both great arteries. Intraventricular rerouting was unfeasible given the patient's small systemic structures and tricuspid valve chordae. The patient underwent successful VSD closure through a transarterial approach, arterial switch operation, and arch repair. This case highlights the utility of VR-based planning in optimizing surgical strategy for complex congenital heart defects.

Bortezomib And Vorinostat In Combination With Mitoxantrone, Dexamethasone, And Pegasparaginase During Induction And Reinduction For Infants With Acute Lymphoblastic Leukaemia: A Multicentre Single-Arm Phase 1/2 Study, Tanja A Gruber, Sima Jeha, Rebecca J Deyell, Victor Lewis, Bill H Chang, Eric J Lowe, Jamie Frediani, Catherine Vezina, Bruno Michon, Michael Richards, Erin H Breese, Thai-Hoa Tran, Norman Lacayo, Christine Bolen, Sunil Desai, Jennifer L Pauley, Minxuan Huang, Emily Ashcraft, Cheng Cheng, Kirk R Schultz, Linda Stork, Krysta Schlis, Van T Huynh, Nathan Gossai, Yoav H Messinger, Henrique Bittencourt, Terzah M Horton, Uma Athale, Duncan Stearns, Deborah Schiff, Paul S Gaynon

Faculty, Staff and Students Publications

Background: Acute lymphoblastic leukaemia in infants remains a therapeutic challenge. In preclinical studies we previously identified bortezomib and vorinostat as active agents against KMT2A rearranged (KMT2Ar) leukaemia. The aim of this study was to determine the tolerability of incorporating bortezomib and vorinostat into an acute lymphoblastic leukaemia-chemotherapy backbone for newly diagnosed infants with acute lymphoblastic leukaemia both with and without KMT2Ar.

Methods: In this single-arm phase 1/2 study conducted at 18 hospitals in the USA and Canada, we enrolled patients aged 1 year or younger at the time of diagnosis with newly diagnosed acute lymphoblastic leukaemia or undifferentiated leukaemia (with …

Rounding Styles On Inpatient Infectious Disease Consult Services: Impact On Education And Patient-Care Delivery, Melanie Kiener, Vanessa Ku, Prathit A Kulkarni

Faculty, Staff and Students Publications

Inpatient infectious disease (ID) consult services have recently been experiencing increased patient volumes due to a variety of factors, including higher patient complexity, increased patient turnover, growing rates of antimicrobial resistant infections, population aging, and ID outbreaks. As a result, increased time and resources have been required to continue to deliver high-quality medical care to patients. At academic teaching hospitals, providing patient care in the context of increased volumes must be balanced with the educational mission for trainees. Rounding is a central component of ID clinical work which brings together patient care and education. In this narrative review, we aim …

Distributed Battery-Free Bioelectronic Implants With Improved Network Power Transfer Efficiency Via Magnetoelectrics, Joshua E Woods, Fatima Alrashdan, Ellie C Chen, Wendy Tan, Mathews John, Lukas Jaworski, Drew Bernard, Allison Post, Angel Moctezuma-Ramirez, Abdelmotagaly Elgalad, Alexander G Steele, Sean M Barber, Philip J Horner, Amir H Faraji, Dimitry G Sayenko, Mehdi Razavi, Jacob T Robinson

Faculty, Staff and Students Publications

Networks of miniature implants could enable simultaneous sensing and stimulation at different locations in the body, such as the heart and central or peripheral nervous system. This capability would support precise disease tracking and treatment or enable prosthetic technologies with many degrees of freedom. However, wireless power and data transfer are often inefficient through biological tissues, particularly as the number of implanted devices increases. Here we show that magnetoelectric wireless data and power transfer supports a network of millimetre-sized bioelectronic implants in which system efficiency improves with additional devices. We demonstrate wireless, battery-free networks ranging from one to six implants, …

Interpretable Ensemble Machine Learning Prediction Of Nonadherence And The Risk Of Nonpersistence Of Targeted Disease-Modifying Antirheumatic Agents In Older Adults With Rheumatoid Arthritis, Yinan Huang, Sandeep K Agarwal

Faculty, Staff and Students Publications

Purpose: Ensemble machine learning (ML) demonstrated potential for improving predictions based on big health care data. We developed and validated interpretable ensemble ML models in evaluating the nonadherence and nonpersistence of biological or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) in rheumatoid arthritis (RA).

Methods: This retrospective study used 5% Medicare claims data including older (aged ≥65 years) patients initiating b/tsDMARDs (the index date) between 2013 and 2019, who were diagnosed with RA (the International Classification of Diseases, Ninth and Tenth revision codes). Nonadherence, defined as medication possession ratio < 80%, was evaluated during the 12-month follow-up. Nonpersistence was defined as duration (in days) from the index date until treatment gap ≥60 days during the follow-up period, with death and insurance disenrollment as censoring criteria. Data were split into 75% for model training and 25% for evaluation, with patients' demographics and clinical characteristics measured in the baseline period. Machine learning ensemble classification models (random forest, eXtreme Gradient Boosting [XGBoost], and prediction rule ensembles [PRE]) evaluated the binary nonadherence outcome and ML ensemble survival models (random survival forest, XGBoost survival, and PRE survival) assessed time until nonpersistence. Using the testing cohort, concordance index (C-index) was reported for the ML survival models and AUC was reported for ML classification models.

Findings: We identified 3927 eligible patients with RA (mean age 73 ± …

Predicting Mortality And Costs After Emergency Department Visits By People With Dementia: Timing And Location Matter, Jason K Bowman, Christine S Ritchie, Kei Ouchi, Kyler M Godwin, James A Tulsky, Joan M Teno

Faculty, Staff and Students Publications

Background: People with dementia have high rates of emergency department (ED) and hospital utilization, high mortality and costs, and other poor outcomes. To successfully impact the care trajectories of these patients, health care systems must pragmatically identify the correct target population. This study described patterns of ED utilization by people with dementia and explored the accuracy of administrative data models to predict mortality and costs.

Methods: Retrospective cohort study of a 20% random sample of Traditional Medicare (TM) beneficiaries with dementia, age ≥ 66 years, and an index ED visit in 2018. One-year mortality and high costs were described, and …

Development Of Retrieval-Augmented Generation-Based Large Language Model For Drug-Induced Liver Injury Using Livertox Data, Ashwin Rao, George Cholankeril, Avegail Flores, Gagan Sood, Terrence E White, Fasiha Kanwal, Hashem B El-Serag

Faculty, Staff and Students Publications

Background: Idiosyncratic DILI is a complex clinical challenge requiring timely and accurate decision support. LiverTox, curated by the National Institute of Health (NIH), offers a comprehensive DILI evidence base, but its encyclopedia-like format hinders point-of-care use. Health care providers increasingly use general large language models (LLMs) for clinical care, raising safety concerns due to LLM hallucinations or misinformation. We hypothesize that retrieval-augmented generation (RAG) integration-grounding LLM responses in LiverTox content-would enable accurate DILI decision support.

Methods: We processed 1343 LiverTox drug monographs into 8759 indexed segments using BioBERT embeddings. We developed a RAG pipeline that employs drug-specific prioritization, section-aware weighting, …

The Impact Of Genetic Testing On Physician Practice In Specialized Cardiovascular Clinics, Arsalan Hamid, Tyler Sewell, Sucheta Bhatt, Scott Spencer, Damon Hostin, Ginger A Metcalf, Richard A Gibbs, Vijay Nambi, Layla A Abushamat, Christie M Ballantyne

Faculty, Staff and Students Publications

Background: Although familial hypercholesterolemia (FH) is a US Centers for Disease Control and Prevention tier 1 condition for genetic testing, the impact of testing on clinical outcomes is unclear.

Objective: We aimed to assess whether genetic testing alters lipid management in HeartCare participants.

Methods: For participants with pathogenic/likely pathogenic variants for FH observed at Baylor College of Medicine cardiology clinics, data on laboratory values, medication prescriptions, and diagnoses were collected and compared before and after genetic testing.

Results: In the 20 participants with APOB/LDLR variants and complete data, low-density lipoprotein cholesterol (LDL-C) was numerically lower but not significantly different before …

Proteomic Signatures Of Cardiac Dysfunction Among People With Diabetes: The Atherosclerosis Risk In Communities Study, Justin B Echouffo-Tcheugui, Chiadi E Ndumele, Jingsha Chen, Mary R Rooney, Keenan A Walker, Pascal Schlosser, Kuni Matsushita, Morgan E Grams, Christie C Ballantyne, Ron C Hoogeveen, Eric Boerwinkle, Bing Yu, Amil M Shah, Ruth F Dubin, Rajat Deo, Yue Ren, Jerome I Rotter, Kent D Taylor, Wendy S Post, Peter Ganz, Elizabeth Selvin, Josef Coresh

Faculty, Staff and Students Publications

Background: To investigate the proteomic signatures of heart failure (HF) in diabetes. The underlying mechanisms of the elevated risk of HF in diabetes are unknown.

Methods: In 10 189 ARIC study (Atherosclerosis Risk in Communities) participants free of HF (mean age 57±7 years, 56% women, 22% Black adults, 14% with diabetes), we conducted discovery and internal validation for the associations of 4955 plasma proteins with HF by diabetes status. We performed (1) Cox regression to identify proteins associated with HF by diabetes status, (2) external validation in the MESA study (Multi-Ethnic Study of Atherosclerosis, n=5233, 633 with diabetes), and (3) …

Rab4 Spatially And Functionally Converges With Rab7 In The Degradative Endolysosomal Network, Stephen M Farmer, Shiyu Xu, Yue Yu, Xin Ye, Haoyi Yang, Jing Cai, Beatriz Rios, Wen-Wen Lin, Daniela Covarrubias, Vicky Chuong, Lili Ye, German Zylberberg, Charissa Wang, Erin Furr-Stimming, Qingchun Tong, Oguz Kanca, Hugo J Bellen, Travis I Moore, Sheng Zhang

Faculty, Staff and Students Publications

Rab GTPases are key regulators of endosomal trafficking in eukaryotes. In mammalian cells, Rab4 and Rab7 were shown to localize to distinct compartments, with Rab4 on early endosomes for fast recycling and Rab7 on late endosomes for degradation. Here, we show that in Drosophila, endogenous Rab4 and Rab7 extensively colocalize across tissues and developmental stages. Recruited to the same compartments through mechanisms that do not require the activity of the other, they have opposing effects on endolysosomal size: Rab4 overexpression or Rab7 impairment leads to enlarged endolysosomes, whereas Rab4 loss or constitutively active Rab7 reduces their sizes. Rab4 deficiency suppresses …

Toward Scientific Rigor: Setting Standards For Indirect Calorimetry Analysis And Reporting, Elizabeth L Lieu, Mark A Herman, Sean M Hartig

Faculty, Staff and Students Publications

Indirect calorimetry determines energy expenditure by measuring respiratory gas exchange. The approach is based on the principle that nutrient metabolism consumes O2 and produces CO2 and water in predictable ratios that can be compared with heat production. Due to the impracticality and high cost of direct calorimetry, indirect calorimetry is the major approach for modern metabolic studies in preclinical models. Despite the broad adoption of this method in rodent phenotyping, the field has lacked standardized methods for analyzing, representing, and sharing these data, limiting scientific progress. The recent review in Nature Metabolism by the International Indirect Calorimetry Consensus Committee (IICCC) …

Spatial Profiling Reveals Distinct Molecular And Immune Evolution Of Mouse Lung Adenocarcinoma Precancers With Or Without Carcinogen Exposure, Bo Zhu, Muhammad Aminu, Pingjun Chen, Jian-Rong Li, Chuanpeng Dong, Chenyang Li, Yanhua Tian, Shao-Wei Lu, Hong Chen, Chenxi Ma, Xin Hu, Jie Ye, Andrew Y Liu, Beibei Huang, Frank R Rojas, Parra Cuentas Edwin Roger, Ou Shi, Monique B Nilsson, Alissa Poteete, Khaja B Khan, Wei Lu, Luisa M Solis Soto, Junya Fujimoto, Cara Haymaker, Ignacio I Wistuba, Zhubo Wei, Linghua Wang, Don L Gibbons, Ken Chen, Alexandre Reuben, Jason M Schenkel, John V Heymach, Chao Cheng, Jia Wu, Jianjun Zhang

Faculty, Staff and Student Publications

Tumor evolution involves genetic, transcriptional, and phenotypic alterations that shape cancer cell behavior and interactions with the microenvironment. While single‐cell technologies have advanced our understanding of this process, spatial dynamics remain incompletely characterized. Here, whole‐exome sequencing (WES), imaging mass cytometry (IMC), and spatial transcriptomics (ST) were integrated to study molecular evolution and immune responses in two lung adenocarcinoma (LUAD) mouse models: a genetically engineered model (129S4/Sv‐KrasLSL‐G12D, termed 129S4 K) and a carcinogen‐induced precancer model (129S4 U). Compared to 129S4 K, 129S4 U tumors exhibited higher mutational, neoantigen but lower copy number variation (CNV) burdens at matched developmental timepoints, consistent with …

Segmental Tracheal Resection For Thyroid Cancer: Perioperative Morbidity, Locoregional Control, And Survival, Anastasios Maniakas, David C Wilde, Isabelle Fournier, Emily K Hyde, Li Xu, Jennifer R Wang, Neil D Gross, Erich M Sturgis, Victoria Banuchi, Naifa L Busaidy, Maria E Cabanillas, Priyanka Iyer, Ramona Dadu, Steven G Waguespack, Mimi I Hu, G Brandon Gunn, Michael Kwon, Salmaan Ahmed, Michelle D Williams, Mark E Zafereo

Faculty, Staff and Student Publications

Background: Segmental tracheal resection is rarely needed for advanced thyroid cancer but is among the most complex, high-risk thyroid surgeries.

Methods: Retrospective study of patients undergoing segmental tracheal resection for thyroid cancer at MD Anderson Cancer Center (2005-2024).

Results: We identified 120 patients with a median follow-up of 4.6 years (range 0.02-16.38). Papillary thyroid cancer was most common (68%). The median number of tracheal rings resected was 4 (range 1-9). Seventeen (14%) patients had a new tracheostomy placed at the time of surgery, with 11 (9%) remaining trach-dependent at last follow-up. Twenty-six (22%) patients had a return to the operating …

The Filamentous Ultrastructure Of The Popz Condensate Is Required For Its Cellular Function, Daniel Scholl, Tumara Boyd, Andrew P Latham, Alexandra Salazar, Asma M A M Khan, Steven Boeynaems, Alex S Holehouse, Gabriel C Lander, Andrej Sali, Donghyun Park, Ashok A Deniz, Keren Lasker

Duncan NRI Faculty and Staff Publications

Biomolecular condensates have key roles in regulating cellular processes. Yet, the relationship between atomic features and condensate function remains poorly understood. We studied this relationship using the polar organizing protein Z (PopZ). Here, we revealed hierarchical assembly of PopZ into a filamentous condensate by integrating cryo-electron tomography, biochemistry, single-molecule techniques and molecular dynamics simulations. The PopZ helical domain drives filamentation and condensation, while the disordered region inhibits them. Phase-dependent conformational changes prevent interfilament contacts in the dilute phase and expose client-binding sites in the dense phase. Perturbing filament formation in vitro alters the dynamics of scaffold and client proteins and …