Digital Commons Network^™

Feasibility And Impact Of Knowledge-Based Automated Radiotherapy Treatment Planning In Low- And Middle-Income Countries, Baozhou Sun

Faculty, Staff and Students Publications

Background and purpose: A high-quality treatment planning process is crucial in advanced radiotherapy techniques to ensure adequate dose to the target volume (TV) and sparing of organs at risk (OARs). This process often requires intensive labor, creating barriers for deployment in low- and middle-income countries (LMICs). We aimed to establish the feasibility of implementing knowledge-based auto-planning to facilitate clinical efficiency and increase patient throughput in an LMIC.

Materials and methods: We evaluated 60 randomly selected VMAT manual plans (VMPs), including 10 for each of the following sites: head and neck, oesophagus, breast, prostate, cervical, and rectal cancers. Using the same …

Optic Nerve Sheath Diameter: Which Axis Should Be Measured?, Andreas Wallin, Mohammad Hirzallah

Faculty, Staff and Students Publications

Background and purpose: Optic nerve sheath diameter (ONSD) measured by point-of-care ultrasound (POCUS) is a commonly used non-invasive estimate of intracranial pressure (ICP). However, methodological variations limit standardization of this promising technique. Different imaging axes are identified as one such source of ONSD POCUS methodological variation. This study aimed to evaluate the agreement and diagnostic accuracy for elevated ICP between transverse and sagittal ONSD measurements.

Methods: We conducted a post-hoc analysis of 213 intensive care patients from three prior studies. ONSD was measured in both transverse and sagittal planes, externally (ONSDext) and internally (ONSDint) of the dura mater. Agreement was …

Intraocular Lens Power Calculation In Challenging Cases

Faculty, Staff and Students Publications

In this article, we reviewed recently published papers of intraocular lens (IOL) power calculation in special eyes. In short eyes, accurate estimation of effective lens position is critical, and the ZEISS artificial intelligence IOL calculator produces the best outcomes. In long eyes, accuracy has been improved with axial length (AL) adjusted formulas such as the Wang-Koch AL adjustment and newer IOL formulas. In keratoconic eyes, hyperopic refractive outcomes increase with steeper keratometric values, and accuracy is poor in eyes with keratometric values ≥50.0 D. Two keratoconus-specific formulas (Barrett True K for keratoconus and Kane keratoconus) have been introduced. In eyes …

Resilience Of The Gut Microbiome To Short Proton Pump Inhibitor Therapy With Or Without High-Dosage L Reuteri In H Pylori-Infected Adults, David Y Graham, Lars Engstrand, Elettra Merola, Maria Pina Dore

Faculty, Staff and Students Publications

Background: Helicobacter pylori eradication therapy typically consists of a combination of antibiotics and an antisecretory drug. Probiotics may be added to reduce side effects and possibly improve outcomes.

Materials and methods: We conducted a double-blind, randomized trial of pantoprazole plus either Lactobacillus reuteri (Gastrus) (high dose) or a matching placebo to assess the impact on the gut microbiota of H. pylori-positive adults. Fecal samples were collected at baseline and after one and 2 months for shotgun metagenomic sequencing.

Results: A total of 26 patients were recruited and completed therapy. L. reuteri was only detected in the group that received supplemental …

Learning-Associated Astrocyte Ensembles Regulate Memory Recall, Yeunjung Ko, Ehson Maleki, Kwanha Yu, Sanjana Murali, Debosmita Sardar, Benjamin Deneen

Faculty, Staff and Students Publications

The physical manifestations of memory formation and recall are fundamental questions that remain unresolved1. At the cellular level, ensembles of neurons called engrams are activated by learning events and control memory recall1-5. Astrocytes are in close proximity to neurons and engage in a range of activities that support neurotransmission and circuit plasticity6-10. Moreover, astrocytes exhibit experience-dependent plasticity11-13; however whether specific ensembles of astrocytes participate in memory recall remains obscure. Here we show that learning events induce c-Fos expression in a subset of hippocampal astrocytes, which subsequently …

Altering The Intracellular Trafficking Of Necator Americanus Gst-1 Antigen Yields Novel Hookworm Mrna Vaccine Candidates, Rakesh Adhikari, Maria Jose Villar, Jeanna R Redd, Peter Hotez, Maria Elena Bottazzi, Jeroen Pollet

Faculty, Staff and Students Publications

BACKGROUND: The antigen Na-GST-1, expressed by the hookworm Necator americanus, plays crucial biochemical roles in parasite survival. This study explores the development of mRNA vaccine candidates based on Na-GST-1, building on the success of recombinant Na-GST-1 (rNa-GST-1) protein, currently assessed as a subunit vaccine candidate, which has shown promise in preclinical and clinical studies.

METHODOLOGY/FINDINGS: By leveraging the flexible design of RNA vaccines and protein intracellular trafficking signal sequences, we developed three variants of Na-GST-1 as native (cytosolic), secretory, and plasma membrane-anchored (PM) antigens. After one immunization in mice, mRNA vaccines induced an earlier onset of antigen-specific antibodies compared to …

Heterologous Prime-Pull Mucosal Vaccination With An Adjuvanted Rbd Vaccine Elicits Robust Iga Production And Protects Against Sars-Cov-2, Ryan Craig, Amy E Meyer, Jonatan Maldonado, Frania Ramirez Lopez, Syamala Rani Thimmiraju, James B Mclachlan, Xuebin Qin, Nicholas J Maness, Jeroen Pollet, Ulrich Strych, Maria Elena Bottazzi, Peter J Hotez, Lisa A Morici

Faculty, Staff and Students Publications

Despite the efficacy of approved severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines in preventing severe disease and death, breakthrough infections continue to occur in vaccinated individuals, contributing to further viral mutation and spread. These limitations may be attributable to the poor induction of mucosal immunity by parenteral vaccination. Mucosal adjuvants, such as T-vant, can enhance vaccine-induced immune responses through the generation of antigen-specific antibodies and T cells in the respiratory tract. In this study, we evaluated the protective efficacy of adjuvanted SARS-CoV-2 receptor binding domain (RBD) subunit vaccines administered by homologous and heterologous routes. Immunized mice were challenged with …

Predictive Equation Derived From 6,497 Doubly Labelled Water Measurements Enables The Detection Of Erroneous Self-Reported Energy Intake, Zongfang Liu, Yosuke Yamada, Heliodoro Aleman-Mateo, Liam J Anderson, Lenore Arab, Issad Baddou, Linda Bandini, Kweku Bedu-Addo, Ellen E Blaak, Carlijn V C Bouten, Soren Brage, Maciej S Buchowski, Nancy F Butte, Stefan G J A Camps, Regina Casper, Graeme L Close, Jamie A Cooper, Richard Cooper, Sai Krupa Das, Peter S W Davies, Prasangi Dabare, Lara R Dugas, Simon Eaton, Ulf Ekelund, Sonja Entringer, Terrence Forrester, Barry W Fudge, Melanie Gillingham, Annelies H Goris, Michael Gurven, Asmaa El Hamdouchi, Hinke H Haisma, Daniel Hoffman, Marije B Hoos, Sumei Hu, Noorjehan Joonas, Annemiek M Joosen, Peter Katzmarzyk, Misaka Kimura, William E Kraus, Wantanee Kriengsinyos, Rebecca Kuriyan, Robert F Kushner, Estelle V Lambert, Pulani Lanerolle, Christel L Larsson, William R Leonard, Nader Lessan, Marie Löf, Corby K Martin, Eric Matsiko, Anine C Medin, James C Morehen, James P Morton, Aviva Must, Marian L Neuhouser, Theresa A Nicklas, Christine D Nyström, Robert M Ojiambo, Kirsi H Pietiläinen, Yannis P Pitsiladis, Jacob Plange-Rhule, Guy Plasqui, Ross L Prentice, Susan B Racette, David A Raichlen, Eric Ravussin, Leanne M Redman, John J Reilly, Rebecca Reynolds, Susan B Roberts, Dulani Samaranayakem, Luis B Sardinha, Analiza M Silva, Anders M Sjödin, Marina Stamatiou, Eric Stice, Samuel S Urlacher, Ludo M Van Etten, Edgar G A H Van Mil, George Wilson, Jack A Yanovski, Tsukasa Yoshida, Xueying Zhang, Alexia J Murphy-Alford, Srishti Sinha, Cornelia U Loechl, Amy H Luke, Herman Pontzer, Jennifer Rood, Hiroyuki Sagayama, Dale A Schoeller, Klaas R Westerterp, William W Wong, John R Speakman

Faculty, Staff and Students Publications

Nutritional epidemiology aims to link dietary exposures to chronic disease, but the instruments for evaluating dietary intake are inaccurate. One way to identify unreliable data and the sources of errors is to compare estimated intakes with the total energy expenditure (TEE). In this study, we used the International Atomic Energy Agency Doubly Labeled Water Database to derive a predictive equation for TEE using 6,497 measures of TEE in individuals aged 4 to 96 years. The resultant regression equation predicts expected TEE from easily acquired variables, such as body weight, age and sex, with 95% predictive limits that can be used …

Technical Considerations In The Tcd Evaluation Of Cerebral Circulatory Arrest In Death By Neurological Criteria, Parth Upadhyaya, Venkatakrishna Rajajee, Mohammad I Hirzallah, David M Greer, Aarti Sarwal

Faculty, Staff and Students Publications

Background and purpose: Ancillary testing is essential for diagnosing brain death/death by neurologic criteria (BD/DNC) when clinical determination (neurologic exam and apnea testing) cannot be fully or safely performed. Transcranial Doppler ultrasound (TCD) has been recommended as an ancillary test; however, the technical descriptions have been heterogeneous. We aimed to consolidate the technical considerations related to the use of TCD as an ancillary test in the evaluation of BD/DNC.

Methods: We performed a scoping review of the available literature from inception to December 2024. Articles describing TCD as an ancillary test for BD/DNC were included using appropriate Medical Subject Headings …

Htr1b Is Necessary For Normal Retinal Function In Mice, Justin Ma, Yong H Park, Maria Polo-Prieto, Benjamin J Frankfort

Faculty, Staff and Students Publications

Introduction: Serotonin (5-HT) is a neurotransmitter that is involved in retinal development, physiology, and vision, yet the specific contribution of individual 5-HT receptors to retinal function is poorly characterized. We identified 5-HT receptor 1B (Htr1b) as a potential key regulator of serotonergic signaling in the retina.

Methods: Htr1b localization was examined using RNAseq and in situ labeling. Retinal structure was assessed using histology and SD-OCT. Visual function was evaluated using optomotor behavioral experiments. Retinal function was characterized in vivo using electroretinography (ERG) and ex vivo using multielectrode array (MEA) recordings.

Results: Htr1b transcript and HTR1B protein localized primarily …

Strategies For The Secondary Prevention Of Atherosclerotic Cardiovascular Disease, Marlene S Williams, Salim S Virani, Garima V Sharma, Jaideep Patel

Faculty, Staff and Students Publications

Patients with atherosclerotic cardiovascular disease (ASCVD), such as those with a history of MI or stroke, are at high risk for morbidity and mortality associated with future cardiovascular events. Ideal management of these patients requires a multifactorial strategy for risk factor mitigation and prevention of additional cardiovascular events. Traditional management of secondary prevention patients involves lipid-lowering with statins, blood pressure control, and anti-platelet treatment. Several additional targets have been identified to optimize the secondary prevention of ASCVD, such as further lipid control, inflammation management, lifestyle and weight optimization, strict diabetes control, use of β-blockers, use of renin-angiotensin-aldosterone system inhibitors, vaccinations, …

Relationships Of Personality Traits With The Taxonomic Composition Of The Gut Microbiome Among Psychiatric Inpatients, J Christopher Fowler, B Christopher Frueh, Benjamin L Weinstein, Joseph Petrosino, Cristian Coarfa, Alok Madan

Faculty, Staff and Students Publications

Objective: Through the brain-gut-microbiome axis, myriad psychological functions that affect behavior share a dynamic, bidirectional relationship with the intestinal microbiome. Little is known about the relationship between personality-a stable construct that influences social- and health-related behaviors-and the bacterial ecosystem. The authors of this exploratory study examined the relationship between general and maladaptive personality traits and the composition of the gut microbiome.

Methods: In total, 105 psychiatric inpatients provided clinical data and fecal samples. Personality traits were measured with the five-factor model of personality, the Structured Clinical Interview for DSM-IV Axis II Personality Disorders, and the Personality Inventory for DSM-5; 16S …

The Utilization Of Microbial Cell-Free Dna Next-Generation Sequencing For The Detection Of Human Herpesvirus-8 In A Quaternary Care Center, Todd Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

Background: Human herpesvirus-8 (HHV8) can present with cutaneous or extracutaneous manifestations. While violaceous skin lesions characterize cutaneous Kaposi sarcoma, extracutaneous HHV8 is challenging to diagnose due to nonspecific symptoms.

Objectives: We evaluated the role of microbial cell-free DNA next-generation sequencing (mcfDNA NGS) in diagnosing HHV8-related illness.

Design: Retrospective analysis.

Methods: Between 2017 and 2024, we reviewed the medical charts of 10 immunosuppressed patients at a quaternary care center who had positive HHV8 mcfDNA NGS results.

Results: The clinical and laboratory turnaround times of mcfDNA NGS were 3 and 1 days, respectively (8.5 and 7 days for immunohistochemistry vs 5.5 and …

Critiques Of The Cass Review: Fact-Checking The Peer-Reviewed And Grey Literature

Faculty, Staff and Students Publications

The Cass Review's final report, published in April 2024, made recommendations to the UK's National Health Service regarding structuring of services for minors with gender-related distress. It recommended cautious use of hormonal interventions in this population and use of research protocols. Some clinician-researchers disagree with the Cass Review's recommendations and have written critiques. A critique of the Cass Review posted on Yale Law School's website in July 2024 has received extensive media coverage. Its references identified three other critiques. In these papers, there were multiple claims that were incorrect or that lacked essential clarification/contextualization. These claims involved (1) the Cass …

Correction: Inclusion Of Patient-Centered, Non-Microbiological Endpoints And Biomarkers In Tuberculosis Drug Trials, Sophia B Georghiou, Norbert Heinrich, Norbert Hittel, Sami Taghlabi, Danna Carrero Longlax, Mikashmi Kohli, Ursula Panzner, Collins Musia, Christoph Lange, Anca Vasiliu, Rob J W Arts, Anna M Mandalakas, Morten Ruhwald, Lieven J Stuyver, Reinout Van Crevel

Faculty, Staff and Students Publications

This corrects the article "Inclusion of patient-centered, non-microbiological endpoints and biomarkers in tuberculosis drug trials", 1570989.

Impact Of An Electronic Medical Record Quality Improvement Intervention On Helicobacter Pylori Treatment And Eradication Rates In A U.S. Hospital System, Hashem B El-Serag, Mimi C Tan

Faculty, Staff and Students Publications

Background: In this pre- and post-intervention quality improvement (QI) study, the impact of an electronic medical record (EMR) order set for Helicobacter pylori treatment was assessed. We evaluated changes in optimal treatment regimen usage, eradication testing, and successful eradication rates based on the intervention.

Materials and methods: Data were collected from patients within the Harris Health System (Houston, TX) with H. pylori infection. The pre-intervention cohort included patients with a positive H. pylori test from January to February 2022. An EMR order set for H. pylori treatment implemented in May 2022 included optimal treatment recommendations using local antibiotic resistance patterns …

Epilepsy Clinic Analytics: Leveraging Emr Reporting Tools To Characterize Center Volume And Complexity, Mark A Abboud, Samuel C Lee, Michael S Guzman, Vaishnav Krishnan

Faculty, Staff and Students Publications

Introduction: Epilepsy centers connect patients to multidisciplinary provider groups that can coordinate surgical interventions and/or investigational treatments. Automated techniques to cross-sectionally review patient volume and complexity may reveal objective metrics to assign appropriate personnel and resources. Here, we leveraged an electronic medical record (EMR) reporting tool to examine how patient and visit volumes, antiseizure medication (ASM) prescriptions and neuromodulation use evolved over an 11-year epoch at a single level 4 adult epilepsy center in Texas, USA.

Methods: Using Epic Workbench Reporting, we acquired the dates of (i) all clinic visits (office or telemedicine), (ii) CPT codes for neuromodulation interrogation/programming, and …

Prevalence Of Exocrine Pancreatic Insufficiency In Patients With Chronic Diarrhea, Michael Mercado, Hashem B El-Serag, Mohamed O Othman

Faculty, Staff and Students Publications

Background: Exocrine pancreatic insufficiency (EPI) is an underdiagnosed entity among patients with new-onset chronic diarrhea (CD). The aim of this study is to investigate the prevalence of EPI in patients with CD.

Materials and methods: Patients with new-onset CD (≥4 weeks) from 2018 to 2021 were enrolled in this single-center prospective study. If stool fecal elastase (FE) was < 200 μg/g, patients were offered a confirmatory 72-hour fecal fat test.

Results: FE testing was completed by 97 patients, of which 9 had low FE (9.3%). Average weight was significantly higher in patients with low FE (98.5 ± 29.3 kg vs 82.2 ± 22.2 kg; P = 0.045). There was no significant difference …

Correction: Genetic Landscape Of Hypertrophic Cardiomyopathy In Hong Kong Chinese Population

Faculty, Staff and Students Publications

[This corrects the article DOI: 10.3389/fgene.2025.1583838.].

Gut Microbial Community Structure Of The Adult Citrus Root Weevil Diaprepes Abbreviatus, Keislamarí Cintrón-Berríos, Nichole D Rodriguez-Cornier, Gary A Toranzos

Faculty, Staff and Students Publications

Diaprepes abbreviatus is an agricultural pest known to affect around 270 plant species across the Caribbean and the United States, posing significant challenges to pest management. Chemical control dominates management, but environmental and health concerns motivate microbiome-informed alternatives. However, limited information exists on the gut anatomy, physicochemical environment, and microbial composition of D. abbreviatus. In this study, we provide the first comprehensive characterization of the gut morphology, pH, and microbiota of adult D. abbreviatus in both females and males collected in Puerto Rico. Using dye-based gut tracing, we identified foregut, midgut, and hindgut or posterior gut compartments, and confirmed the …

A Computational Approach For Intramural Length Estimation In Anomalous Aortic Origin Of A Coronary Artery, Tam T Doan, Shagun Sachdeva, Craig G Rusin, Dan Lior, Charles Puelz, Prakash M Masand, Silvana Molossi

Faculty, Staff and Students Publications

Introduction: Anomalous aortic origin of a coronary artery (AAOCA) is associated with sudden cardiac death. The intramural (IM) length is considered high-risk, yet radiologic measurements by computed tomography angiography (CTA) show variable agreement with measurements at surgery. We aimed to develop a semi-automatic computational method to estimate IM length in a retrospective cohort of surgical AAOCA patients.

Methods: In 58 patients [49 right(R), 9 left(L)], CTA images were used to generate 3D segmentations of the aorta and a centerline of the anomalous coronary. The distance from the centerline to the aortic segmentation was calculated. The IM length was estimated from …

Hypertriglyceridemia In New-Onset Type 1 Pediatric Diabetes, Sarah K Lyons, Aikaterini A Nella

Faculty, Staff and Students Publications

Hypertriglyceridemia (HTG) in the setting of newly diagnosed diabetes is common in both adult and pediatric populations, as insulin deficiency promotes lipolysis and impairs triglyceride (TG) clearance. Severe HTG (defined as TG levels above 1000 mg/dL) in pediatric patients with new-onset type 1 diabetes mellitus (T1D) is rare; the true incidence and sequela of this phenomenon have not been well characterized. We present a single-center experience on severe HTG in pediatric patients with new-onset T1D between 2013 and 2022 and summarize the cases previously reported in the literature. Our cases display variability in their presentation and in their association with …

Alpha-Synuclein Interaction With Gedunin, Tony Matundura Nyabayo

Graduate Theses/Dissertations

Parkinson’s disease (PD) and other Proteinopathies develop when α-synuclein misfolds and aggregates into toxic amyloids. While existing treatments for PD are primarily focused on managing its symptoms, a viable solution for slowing down the progress of Parkinson’s disease involves targeting the toxic α-synuclein amyloids. Gedunin, a natural inhibitor of heat shock protein 90, has been extensively used to treat malaria. Also, recent research investigations have shed light on its potential beyond malaria therapy, indicating that Gedunin may offer a possible solution for treating a variety of neurodegenerative diseases. Using plate-based assays, we examined how Gedunin influences α-synuclein fibrillation and its …

Intraoperative Recognition And Anesthetic Management Of Myxedema Coma During Emergent Intertrochanteric Femur Fracture Repair, Anvinh Nguyen

Faculty, Staff and Students Publications

Myxedema coma is a rare, life-threatening complication of severe, long-standing hypothyroidism, often precipitated by physiological stress such as infection, trauma, or surgery. Perioperative presentations of myxedema coma are especially uncommon. This case report describes a 71-year-old male with a history of poorly controlled hypothyroidism who underwent emergent surgical fixation of a traumatic left intertrochanteric femur fracture who developed intraoperative myxedema coma. Timely diagnosis and intervention—including intravenous thyroid hormone replacement, corticosteroids, hemodynamic support, and close anesthetic management were crucial to optimizing the patient’s outcome. This report highlights the critical role of anesthetic management in myxedema coma cases, emphasizing the importance of …

Understanding The Landscape Of Lumbar Epidural Steroid Injections: A Review Of Interlaminar, Transforaminal, And Caudal Approaches, Jamal Hasoon, Anvinh Nguyen

Faculty, Staff and Students Publications

Purpose of the review: Lumbar epidural steroid injections (ESIs) have been used for decades for managing lumbosacral pain, particularly in patients with radiculopathy and chronic low back pain. Despite frequent use, there remains debate regarding their overall effectiveness, fueled by variability in physician technique and differing opinions on the optimal approach. This narrative review examines the three primary methods of lumbar ESI administration-transforaminal, interlaminar, and caudal-to evaluate their respective advantages, limitations, and clinical applications.

Summary: Each ESI technique offers unique benefits and potential risks. The transforaminal approach provides targeted delivery to affected nerve roots but is associated with higher risks …

The Utility Of Brain Biomarkers In Predicting Survival And Neurological Outcomes In Pediatric Patients After Cardiac Arrest: A Systematic Review And Meta-Analysis, Sagar Galwankar, Monika Tomaszewska, Shraddha Singh, Nicola Luigi Bragazzi, Michał Pruc, Basar Cander, Francesco Chirico, Amelia Rizzo, Jacek Kubica, Ayman El-Menyar, Anne Lepetit, Pawel Patrzylas, Zubaid Rafique, W Frank Peacock, Łukasz Szarpak

Faculty, Staff and Students Publications

Background: Cardiac arrest in children is associated with high morbidity and mortality, primarily due to neurological injury. Biomarkers linked to brain injury, released into circulation from compromised elements of the neurovascular unit, act as significant prognostic indicators in patients suffering from hypoxic-ischemic brain injury (HIBI) subsequent to the restoration of spontaneous circulation (ROSC) after pediatric cardiac arrest. The aim of this systematic review and meta-analysis is to evaluate the prognostic utility of brain injury biomarkers in predicting neurological outcomes and survival in patients following cardiac arrest in the pediatric population.

Methods: Bibliographic databases (PubMed, the Cochrane Library, and Embase) were …

Zero-Inflated Models For The Evaluation Of Colorectal Polyps In Colon Cancer Screening Studies-A Value-Based Biostatistics Practice, Marc J Zuckerman

Faculty, Staff and Students Publications

Background: Colon cancer screening studies are needed for the early detection of colorectal polyps to reduce the risk of colorectal cancer. Unfortunately, the data generated on colon polyps are typically analyzed in their dichotomized form and sometimes with standard count models, which leads to potentially inaccurate findings in research studies. A more appropriate approach for evaluating colon polyps is zero-inflated models, considering undetected existing polyps at colonoscopy screening.

Method: We demonstrated the application of the zero-inflated and hurdle models including zero-inflated Poisson (ZIP), zero-inflated robust Poisson (ZIRP), zero-inflated negative binomial (ZINB), zero-inflated generalized Poisson (ZIGP), zero hurdle Poisson (ZHP), and …

Benchmarking And Improving Foundation Model Dietary Estimates From Meal Images, Yongcheng Mu, Jiangwen Sun, Jing He

Computer Science Faculty Publications

Accurate quantifying dietary contents, such as calories, proteins, carbohydrates, and fats, from an image of a meal plate is vital for managing diabetes. Recently, Large Multimodal Models (LMMs) have excelled in complex vision-language tasks due to their use of very large, highly diverse data. This study benchmarked the use of seven LMMs that include full and lightweight models of GPT, Gemini, and Llama for nutrition estimation based on Google's Nutrition5k dataset and our own phone-collected DonateAndLearn dataset. We analyzed the performance of LMMs and the RGB-D fusion model, in which the RGB-D model was specifically trained using Nutrition5k data. On …

Sex Differences In Inter-Temporal Decision Making And Cortical Thickness Of The Orbitofrontal And Insula In Young Adult Cannabis Users: Evidence From 1111 Subjects, Alan N. Francis, Joan A. Camprodon, Francesca Filbey

School of Medicine Publications

To test for sex differences in the impact of cannabis use on decision-making and brain correlates, we employed cortical thickness (CT) analysis of brain regions involved in intertemporal decision-making namely bilateral orbitofrontal cortex(OFC) and insula in young adult nondependent cannabis-users(CU) and non-users(NU) and their scores on delay discounting task. Neuroimaging analyzes of previously collected data were performed on 608CU and 503NU. CT analysis was performed on MRI images. OFC and insula thickness, scores on the delay discounting test were compared between groups and correlated. Controlling alcohol-use and intra-cranial-volume, CU exhibited sex differences in CT. The bilateral insula was significantly thinner …

Examining Treatment Options In Youth With Major Depressive Disorder: Observations From The Tx-Ydsrn Registry Study, Emine Rabia Ayvaci, Karabi Nandy, Ryan Becker, Laura Stone, Abu Minhajuddin, Holli Slater, Lynnel C Goodman, Sarah M Wakefield, Eric A Storch, Joseph C Blader, Cesar A Soutullo, Graham J Emslie, Madhukar H Trivedi

Center for Medical Ethics and Health Policy Staff Publications

Objective: Treatment decisions for depression are a complex process, influenced by factors such as clinical characteristics, socioeconomic factors, and patient/caregiver preferences. This study examines the characteristics of treatment options during the first month of enrollment among depressed youth.

Methods: Data for 646 depressed youth were extracted from the Texas Youth Depression and Suicide Research Network study. Participants' treatments during the first month were categorized as no treatment (NT), psychotherapy only (THER), pharmacotherapy only (MED), or a combination of psychotherapy and pharmacotherapy (COMB). Sociodemographic and clinical features were compared across these treatment types.

Results: 7% were on NT, 5% on THER, …