Digital Commons Network^™

Single Cell Analysis Of Short-Term Dry Eye Induced Changes In Cornea Immune Cell Populations, Jehan Alam, Ebru Yaman, Gerda Cristal Villalba Silva, Rui Chen, Cinita S De Paiva, Mary Ann Stepp, Stephen C Pflugfelder

Faculty, Staff and Students Publications

BACKGROUND: Dry eye causes corneal inflammation, epitheliopathy and sensorineural changes. This study evaluates the hypothesis that dry eye alters the percentages and transcriptional profiles of immune cell populations in the cornea.

METHODS: Desiccating stress (DS) induced dry eye was created by pharmacologic suppression of tear secretion and exposure to drafty low humidity environment. Expression profiling of corneal immune cells was performed by single-cell RNA sequencing (scRNA-seq). Cell differentiation trajectories and cell fate were modeled through RNA velocity analysis. Confocal microscopy was used to immunodetect corneal immune cells. Irritation response to topical neurostimulants was assessed.

RESULTS: Twelve corneal immune cell populations …

Optical Coherence Elastography Measures The Biomechanical Properties Of The Ex Vivo Porcine Cornea After Lasik, Achuth Nair, Fernando Zvietcovich, Manmohan Singh, Mitchell P Weikert, Salavat R Aglyamov, Kirill V Larin

Faculty, Staff and Students Publications

SIGNIFICANCE: The biomechanical impact of refractive surgery has long been an area of investigation. Changes to the cornea structure cause alterations to its mechanical integrity, but few studies have examined its specific mechanical impact.

AIM To quantify how the biomechanical properties of the cornea are altered by laser assisted in situ keratomileusis (LASIK) using optical coherence elastography (OCE) in ex vivo porcine corneas.

APPROACH: Three OCE techniques, wave-based air-coupled ultrasound (ACUS) OCE, heartbeat (Hb) OCE, and compression OCE were used to measure the mechanical properties of paired porcine corneas, where one eye of the pair was left untreated, and the …

The Utility Of Software-Detected Non-Invasive Tear Break-Up In Comparison To Fluorescein Tear Break-Up Measurements, Stephen C Pflugfelder, Yasushi Kikukawa, Shin Tanaka, Takuya Kosugi

Faculty, Staff and Students Publications

PURPOSE: The purpose of this study is to characterize and discuss the difference between software-detected non-invasive tear break-up time (NIBUT) and the traditional clinical method of fluorescein break-up time (FBUT).

METHODS: Tear interferometry with the KOWA DR-1α (Kowa, Japan) and a standardized comprehensive ocular surface/tear evaluation were performed in 307 eyes. Software-detected NIBUT in the KOWA DR-1α images and the investigator-detected FBUT were compared.

RESULTS: Software-detected NIBUT was significantly shorter than investigator-measured FBUT. NIBUT was 3.1 ± 2.5 s (mean ± SD), whereas FBUT was 4.8 ± 3.0 s. This difference was due to three different patterns or conditions: a …

Trpv4 Affects Visual Signals In Photoreceptors And Rod Bipolar Cells, Ye Long, Maxim Kozhemyakin, Samuel M Wu, Ji-Jie Pang

Faculty, Staff and Students Publications

INTRODUCTION: Mechanical sensitive channels expressed in mammalian retinas are effectors of elevated pressure stresses, but it is unclear how their activation affects visual function in pressure-related retinal disorders.

METHODS: This study investigated the role of the transient potential channel vanilloid TRPV4 in photoreceptors and rod bipolar cells (RBCs) with immunohistochemistry, confocal microscopy, electroretinography (ERG), and patch-clamp techniques.

RESULTS: TRPV4 immunoreactivity (IR) was found in the outer segments of photoreceptors, dendrites and somas of PKCα-positive RBCs and other BCs, plexiform layers, and retinal ganglion cells (RGCs) in wild-type mice. TRPV4-IR was largely diminished in the retinas of homozygous TRPV4 transgenic mice. …

The Co-Expression Of The Depolarizing And Hyperpolarizing Mechanosensitive Ion Channels In Mammalian Retinal Neurons, Vivian Y Pang, Zhuo Yang, Samuel M Wu, Ji-Jie Pang

Faculty, Staff and Students Publications

Introduction

The elevation of the intraocular and extraocular pressures is associated with various visual conditions, including glaucoma and traumatic retinal injury. The retina expresses mechanosensitive channels (MSCs), but the role of MSCs in retinal physiology and pathologies has been unclear.

Methods

Using immunocytochemistry, confocal microscopy, and patch-clamp recording techniques, we studied the co-expression of K⁺-permeable (K-MSCs) TRAAK and big potassium channel BK with the epithelial sodium channel ENaC and transient receptor potential channel vanilloid TPRV4 and TRPV2 favorably permeable to Ca²⁺ than Na⁺ (together named N-MSCs), and TRPV4 activity in the mouse retina.

Results

TRAAK immunoreactivity …

Evaluating One-Week Post-Casting Alignment Checks And Surgical Intervention Rates In Pediatric Type Iia Supracondylar Humeral Fractures, Jason Z Amaral, Rebecca J Schultz, Benjamin M Martin, Jacob P Scioscia, Basel Touban, Barkha N Chhabra, Kelly Cline, Scott D Mckay

Faculty, Staff and Students Publications

BACKGROUND: This study aims to determine the rate of surgical intervention in children with type IIA supracondylar humerus fractures (SCHF) following routine post-casting radiographic assessment. We hypothesized that no cases would convert to operative management following one-week post-casting alignment assessments.

METHODS: This single-center retrospective study focused on pediatric patients diagnosed with type IIA SCHF from 2019 to 2022. Patients were treated with initial long arm cast immobilization, followed by a one-week post-casting radiographic alignment check in cast. Fractures were graded in consensus using the Wilkins-Modified Gartland classification system by three fellowship-trained pediatric orthopaedic surgeons. Demographics, casting details, follow-up dates, and …

Patient Questions Surrounding Posterior Nasal Nerve Ablation For Chronic Rhinitis, Daniel Gorelik, Samuel E Razmi, Robert Kenneth Sims, Aatin K Dhanda, Masayoshi Takashima, Ella S Brissett, Nicholas R Rowan, Michael T Yim, Najm Khan, Meha G Fox, Omar G Ahmed

Faculty, Staff and Students Publications

OBJECTIVE: In-office ablation of the posterior nasal nerve (PNN) has emerged as an effective treatment option for chronic rhinitis patients. This study explored questions patients commonly search online regarding this therapy and the quality of content available.

STUDY DESIGN: A retrospective analysis of online search criteria and sources was performed with subsequent analysis of results.

SETTING: Search and data acquisition was in September of 2023.

METHODS: Most common search terms related to cryotherapy and radiofrequency neurolysis of the PNN were identified with associated People Also Ask (PAA) questions. Questions were categorized and organized into subtopics and sources evaluated using readability …

Relationship Between Clinical Measures Of Hearing And Clinical Measures Of Vestibular Function, Helen S Cohen, Haleh Sangi-Haghpeykar, J Connor Sullivan, Nathan Silver, Liam D Ferreira, Jen Li Dong, Alex D Sweeney, Angela S Peng

Faculty, Staff and Students Publications

PURPOSE: Patients often have basic audiometry (BA) but not objective diagnostic tests of the vestibular system (VNG) when complaining of symptoms of a vestibular disorder. The relationship of BA results to VNG results is unknown. This study sought to determine if BA scores are related to impaired VNG scores.

MATERIALS AND METHODS: We reviewed electronic medical records at a tertiary care center, for patients seen between 2015 and 2021 who had had both a BA and a VNG (n = 651). BA subtests were pure tone averages, word recognition, and tympanogram. VNG subtests were cervical vestibular evoked myogenic potentials, Dix-Hallpike …

Lack Of Association Of A1c With Postoperative Complications In Children With Type 1 Or Type 2 Diabetes, Grace Kim, Mckenna C Richards, Abigail B Smith, Kathleen M Strybos, Xiaofan Huang, Kristen Staggers, Stephen A Stayer, Rahul G Baijal

Faculty, Staff and Students Publications

Not meeting recommended A1C targets may be associated with postoperative complications in adults, but there are no studies reporting on the relationship between preoperative A1C and postoperative complications in children with type 1 or type 2 diabetes. The objective of this study was to determine whether elevated A1C levels were associated with an increased incidence of postoperative complications in children with diabetes presenting for elective noncardiac surgery or diagnostic procedures. It found no such association, suggesting no need to delay elective surgery in children with diabetes until A1C is optimized.

Definition Of Fragmentation Functions And The Violation Of Sum Rules, John Collins, Ted C. Rogers

Physics Faculty Publications

We point out a problem with the formulation and derivations of sum rules for quark fragmentation functions that impacts their validity in QCD, but which potentially points toward an improved understanding of final states in inclusive hard processes. Fragmentation functions give the distribution of final-state hadrons arising from a parton exiting a hard scattering, and the sum rules for momentum, electric charge, etc. express conservation of these quantities. The problem arises from a mismatch between the quark quantum numbers of the initial quark and the fact that all observed final-state hadrons are confined bound states with color zero. We point …

Mass And Isospin Breaking Effects In The Skyrme Model And In Holographic Qcd, Lorenzo Bartolini, Stefano Bolognesi, Sven Bjarke Gudnason, Tommaso Rainaldi

Physics Faculty Publications

We discuss how the quark masses and their mass splitting affect the baryons in the Skyrme model as well as the Witten-Sakai-Sugimoto (WSS) model. In both cases, baryons are described by solitonic objects, i.e., Skyrmions and instantons, respectively. After the quantization of their zero modes, the nucleons become quantum states of a rotor. We show how the quark mass affects the moment of inertia and we provide a semianalytic approach valid in the small-mass limit. Additionally, we show how the two lightest quarks’ mass splitting affects the moments of inertia of the Skyrmion and induces an isospin breaking effect. This …

Diffusion Model Approach To Simulating Electron-Proton Scattering Events, Peter Devlin, Jian-Wei Qiu, Felix Ringer, Nobuo Sato

Physics Faculty Publications

Generative artificial intelligence is a fast-growing area of research offering various avenues for exploration in high-energy nuclear physics. In this work, we explore the use of generative models for simulating electron-proton collisions relevant to experiments like the Continuous Electron Beam Accelerator Facility and the future Electron-Ion Collider (EIC). These experiments play a critical role in advancing our understanding of nucleons and nuclei in terms of quark and gluon degrees of freedom. The use of generative models for simulating collider events faces several challenges such as the sparsity of the data, the presence of global or eventwide constraints, and steeply falling …

Operation Of A Longitudinally Polarized Solid Nuclear Target Of Clas12, P. Pandey, J. Brock, T. Kageya, C. Keith, S. Kuhn, V. Lagerquist, J. Maxwell, X. Wei

Physics Faculty Publications

A suite of experiments measuring spin observables in electron-nucleon scattering (dubbed Run Group C) was recently executed in Jefferson Lab. These experiments involved the scattering of a polarized 11 GeV electron beam from longitudinally polarized nucleon targets located within the CLAS12 spectrometer in Hall B. The dynamically polarized target used in these experiments was designed and constructed exclusively for operation inside CLAS12 and further optimized for the requirements of Run Group C. We report on the complete target setup, operational experience with the target, the benchmarks achieved using various polarizable and unpolarized materials as well as the preliminary target polarization …

Dual-Energy Electron Storage Ring, B. Dhital, Y. S. Derbenev, A. Hutton, H. Zhang, G. A. Krafft, Y. Zhang, F. Lin, V. S. Morozov

Physics Faculty Publications

A dual-energy electron storage ring is a novel concept initially proposed to cool hadron beams at high energies. The design consists of two closed rings operating at significantly different energies: the low-energy ring and the high-energy ring. These two rings are connected by an energy recovery linac (ERL) that provides the necessary energy difference. The ERL features superconducting radio-frequency (SRF) cavities that first accelerate the beam from the low energy E_L to the high energy E_H and then decelerate the beam from E_H to E_L in the next pass. The different SRF cavities in the ERL …

Proof Of Principle For A Self-Governing Prediction And Forecasting Reward Algorithm, Jose Osvaldo Gonzalez-Hernandez, Jonathan Marino, Ted Rogers, Brandon Velasco

Physics Faculty Publications

We use Monte Carlo techniques to simulate an organized prediction competition between a group of scientific experts acting under the influence of a "self-governing" prediction reward algorithm. Our aim is to illustrate the advantages of a specific type of reward distribution rule that is designed to address some of the limitations of traditional forecast scoring rules. The primary extension of this algorithm as compared with standard forecast scoring is that it incorporates measures of both group consensus and question relevance directly into the reward distribution algorithm. Our model of the prediction competition includes parameters that control both the level of …

The Discharge-Induced Polarity-Dependent Propagation Characteristics Of A Strong Shock Wave, Anna Markhotok

Physics Faculty Publications

The specifics of a shock wave propagation down a positive column of a DC discharge in molecular chemically inert gases has been investigated. It was shown that axial gradients caused by the imbalance in the charged particle momentum transfer to the gas molecules can be a reason for the shock velocity dependence on the electric field direction. In pure nitrogen gas, the calculated shock velocity difference of up to 13.5% is in good agreement with the 12% value obtained in the experiment. A returning gas flow organizing in the discharge as a possible mechanism for an extended shock structure and …

Diagnostic Accuracy Of Urinary N Terminal Pro-B Type Natriuretic Peptides For Hemodynamically Significant-Patent Ductus Arteriosus In Preterm Infants, Srirupa Hari Gopal, Ganga Gokulakrishnan, Madhulika Kulkarni, Caraciolo J Fernandes, Mohan Pammi

Faculty, Staff and Students Publications

Background: Echocardiography is the gold standard for the diagnosis hemodynamically significant-patent ductus arteriosus (hs-PDA). It requires trained personnel and is not readily available. Urinary biomarkers can be used as an adjunct.

Objective: The objective of this study was to systematically review the diagnostic accuracy of urinary N terminal pro-B type natriuretic peptides (NT-proBNP) for hs-PDA in preterm neonates.

Methods: We included studies that evaluated urinary NT-proBNP and urinary NT-proBNP/creatinine ratio (index tests) in preterm neonates with hs-PDA (participants) in comparison with echocardiogram (reference standard). Methodological quality and certainty of evidence were assessed using Quality Assessment of Diagnostic-Accuracy Studies (QUADAS-2) and …

Rapid Gene Fusion Testing Using The Nanostring Ncounter Platform To Improve Pediatric Leukemia Diagnoses In Sub-Saharan Africa, Julie M Gastier-Foster, Fredrick Lutwama, Olive Mbabazi, Steven Mlenga, Kennedy Ulaya, Ruth Namazzi, E Faith Hollingsworth, Dolores Lopez-Terrada, Kevin E Fisher, Angshumoy Roy, Carl E Allen, David G Poplack, Rizine Mzikamanda, Nmazuo Ozuah, Peter Wasswa

Faculty, Staff and Students Publications

Risk stratification and molecular targeting have been key to increasing cure rates for pediatric cancers in high-income countries. In contrast, precise diagnosis in low-resource settings is hindered by insufficient pathology infrastructure. The Global HOPE program aims to improve outcomes for pediatric cancer in Sub-Saharan Africa (SSA) by building local clinical care and diagnostic capacity. This study aimed to assess the feasibility of implementing molecular assays to improve leukemia diagnoses in SSA. Custom NanoString nCounter gene fusion assays, previously validated in the US, were used to test samples from suspected leukemia patients. The NanoString platform was chosen due to relatively low …

Usft 2024-2025 Usf Libraries Annual Report, Usf Libraries

Library Annual Reports

No abstract provided.

Diagnosis And Management Of Shrimp Allergy, Bin Brenda Su, Warren Blackmon, Chun Xu, Christopher Holt, Nathaniel Boateng, Darren Wang, Vibha Szafron, Aikaterini Anagnostou, Sara Anvari, Carla M Davis

Faculty, Staff and Students Publications

Shrimp allergy, the most common food allergy in the United States, affects up to 2% of the population. Its etiology is multi-factorial with the combination of genetic predisposition and environmental exposures. This review summarizes the latest diagnosis and management strategies for shrimp allergy. Currently, the double-blind, placebo-controlled food challenge is the gold standard for diagnosis. Moreover, mainstream and experimental management strategies include food allergen avoidance, the FDA-approved omalizumab, and oral immunotherapy. Herein, we emphasize the urgent need to develop more effective diagnostic tools and therapies for shrimp allergy.

Applying Market Basket Analysis To Determine Complex Coassociations Among Food Allergens In Children With Food Protein-Induced Enterocolitis Syndrome (Fpies), Ankona Banerjee, Kenneth Nobleza, Cynthia Haddad, Joshua Eubanks, Ruchit Rana, Nicholas L Rider, Lisa Pompeii, Duc Nguyen, Sara Anvari

Faculty, Staff and Students Publications

BACKGROUND: Food protein-induced enterocolitis syndrome (FPIES) is a non-IgE-mediated food allergy, characterized by delayed onset of repetitive vomiting occurring 1 to 4 h following ingestion of a food allergen. Managing FPIES requires strict avoidance of the food trigger. The concern with FPIES is determining the risk of another FPIES food trigger reaction due to potential coassociations with other foods or food groups. An effective statistical approach for analyzing FPIES-related data is essential to identify common coallergens and their associations.

METHODS: This study employed Market Basket Analysis, a data-mining technique, to examine correlations and patterns among allergens in FPIES patients at …

Development Of A Mini Pig Model Of Peanut Allergy, Akhilesh Kumar Shakya, Brittany Backus, Lazar D Nesovic, Malini Mallick, Olivia Banister, Carla M Davis, Sara Anvari, Harvinder Singh Gill

Faculty, Staff and Students Publications

INTRODUCTION: The prevalence of peanut allergies is increasing, emphasizing the need for an animal model to enhance our understanding of peanut allergy pathogenesis and to advance diagnostic tools and therapeutic interventions. While mice are frequently used as model organisms, their allergic responses do not fully mirror those observed in humans, warranting the exploration of a higher animal model. The porcine gastrointestinal system closely resembles that of humans, and exhibits allergy symptoms akin to human responses, making pigs a promising model for peanut allergy research.

METHODS: In this study we compared two allergen sensitization protocols involving either topical allergen application after …

Efficacy And Safety Of Lumasiran For Infants And Young Children With Primary Hyperoxaluria Type 1: 30-Month Analysis Of The Phase 3 Illuminate-B Trial, Yaacov Frishberg, Wesley Hayes, Hadas Shasha-Lavsky, David J Sas, Mini Michael, Anne-Laure Sellier-Leclerc, Julien Hogan, Richard Willey, John M Gansner, Daniella Magen

Faculty, Staff and Students Publications

BACKGROUND: Primary hyperoxaluria type 1 (PH1) is a genetic disorder resulting in overproduction of hepatic oxalate, potentially leading to recurrent kidney stones, nephrocalcinosis, chronic kidney disease, and kidney failure. Lumasiran, the first RNA interference therapeutic approved for infants and young children, is a liver-directed treatment that reduces hepatic oxalate production. Lumasiran demonstrated sustained efficacy with an acceptable safety profile over 12 months in infants and young children (age <6 >years) with PH1 in ILLUMINATE-B (clinicaltrials.gov: NCT03905694), an ongoing, Phase 3, multinational, open-label, single-arm study.

METHODS: Here, we report interim efficacy and safety findings from ILLUMINATE-B following 30 months of lumasiran treatment. …

Hepatic Failure And Hyperbilirubinemia Secondary To Hemolytic Disease Of The Newborn, Matthew Reinhardt, Marya L Strand, Dajana Sabic

Faculty, Staff and Students Publications

Anti-D antibody is the most common cause of hemolytic disease of the newborn (HDN). Other antigens have emerged, causing significant damage to the newborn. We report a case of a 31-week dichorionic diamniotic twin born emergently to a mother with anti-C and anti-D antibodies who required multiple percutaneous umbilical cord blood sampling (PUBS) and transfusions. Extensive resuscitation at birth was required due to severe anemia, hypovolemia, and prematurity. Ensuing liver damage occurred with subsequent profound coagulopathy, transaminitis, and direct hyperbilirubinemia that required significant support. This patient developed several unique findings including the inability to monitor oxygen saturations due to dermal …

Population-Based Screening Strategies For Biliary Atresia In The Newborn: A Systematic Review And Meta-Analysis, Srirupa Hari Gopal, Rema Zebda, Arvind Mohan, Kristin Borovsky, Yemisi Takwoingi, Katie Scandrett, Mohan Pammi

Faculty, Staff and Students Publications

BACKGROUND: Newborn screening for biliary atresia (BA) may facilitate earlier diagnosis and intervention for improved clinical outcomes.

METHODS: We systematically reviewed the accuracy of population-based screening strategies for BA in the newborn using PRISMA-DTA guidelines. We included cohort or cross-sectional studies. The screening (index) tests included stool color card (SCC) and direct/conjugated bilirubin (DB/CB) and the reference standard was intraoperative cholangiogram. Meta-analysis was performed using random-effects logistic regression models.

RESULTS: We included 15 studies (1,816,722 participants) that assessed 5 different population-based screening strategies. QUADAS-2 assessment revealed high risk of bias for patient selection in one study and uncertain risks for …

Functional Genomics And Small Molecules In Mitochondrial Neurodevelopmental Disorders, Daniel G Calame, Lisa T Emrick

Faculty, Staff and Students Publications

Mitochondria are critical for brain development and homeostasis. Therefore, pathogenic variation in the mitochondrial or nuclear genome which disrupts mitochondrial function frequently results in developmental disorders and neurodegeneration at the organismal level. Large-scale application of genome-wide technologies to individuals with mitochondrial diseases has dramatically accelerated identification of mitochondrial disease-gene associations in humans. Multi-omic and high-throughput studies involving transcriptomics, proteomics, metabolomics, and saturation genome editing are providing deeper insights into the functional consequence of mitochondrial genomic variation. Integration of deep phenotypic and genomic data through allelic series continues to uncover novel mitochondrial functions and permit mitochondrial gene function dissection on an …

Understanding The Role Of Ampa Receptors In Autism: Insights From Circuit And Synapse Dysfunction, Andres Jimenez-Gomez, Megan X Nguyen, Jason S Gill

Faculty, Staff and Students Publications

Autism spectrum disorders represent a diverse etiological spectrum that converge on a syndrome characterized by discrepant deficits in developmental domains often highlighted by concerns in socialization, sensory integration, and autonomic functioning. Importantly, the incidence and prevalence of autism spectrum disorders have seen sharp increases since the syndrome was first described in the 1940s. The wide etiological spectrum and rising number of individuals being diagnosed with the condition lend urgency to capturing a more nuanced understanding of the pathogenic mechanisms underlying the autism spectrum disorders. The current review seeks to understand how the disruption of AMPA receptor (AMPAr)-mediated neurotransmission in the …

Mecp2-Related Disorders While Gene-Based Therapies Are On The Horizon, Katherine Allison, Mirjana Maletic-Savatic, Davut Pehlivan

Faculty, Staff and Students Publications

The emergence of new genetic tools has led to the discovery of the genetic bases of many intellectual and developmental disabilities. This creates exciting opportunities for research and treatment development, and a few genetic disorders (e.g., spinal muscular atrophy) have recently been treated with gene-based therapies. MECP2 is found on the X chromosome and regulates the transcription of thousands of genes. Loss of MECP2 gene product leads to Rett Syndrome, a disease found primarily in females, and is characterized by developmental regression, motor dysfunction, midline hand stereotypies, autonomic nervous system dysfunction, epilepsy, scoliosis, and autistic-like behavior. Duplication of MECP2 causes …

Nutritional Importance Of Animal-Sourced Foods In A Healthy Diet, Sydney Sheffield, Marta L Fiorotto, Teresa A Davis

Faculty, Staff and Students Publications

Animal-sourced foods, such as meats, poultry, eggs, milk, and fish are nutrient-dense foods that are rich sources of protein, essential amino acids, and micronutrients that can be challenging to obtain solely through plant-based foods. Animal-sourced protein foods provide crucial nutrients that support the growth and development in children, maintenance of muscle mass and function in adults, gain in muscle mass and strength in exercising individuals, and mitigation of sarcopenia in the elderly. The 2020–2025 Dietary Guidelines for Americans have identified the important role of animal-sourced foods in the diet at every stage of life. Animal-sourced foods are consumed worldwide and …

Critical Dialogue And Capacity-Building Projects Reduced Alcohol And Substance Use In A Randomized Clinical Trial Among Formerly Incarcerated Men, Liliane Cambraia Windsor, Ellen Benoit, Carol Lee, Alexis Jemal, Kari Kugler, Douglas C Smith, Rogério M Pinto, Salma Musaad

Faculty, Staff and Students Publications

Background:

Rates of alcohol and/or substance use (ASU) among residents of predominantly Black and marginalized communities are similar to ASU rates in White communities. Yet ASU has worse consequences in predominantly Black and marginalized communities (e.g., higher incarceration).

Objective:

We randomized participants to one of 16 intervention conditions using a 2⁴ full factorial design to optimize a multilevel intervention reducing ASU among 602 formerly incarcerated men with substance-use-disorders (SUD). Candidate intervention components included (1) critical dialogue (CD; six weekly 2-hour-long group sessions vs. no CD sessions), (2) Quality of Life Wheel (QLW; six weekly 1-hour-long group sessions vs. no …