Digital Commons Network^™

Digital Twin Of Atmospheric Environment: Sensory Data Fusion For High-Resolution Pm2.5 Estimation And Action Policies Recommendation, Kudaibergen Abutalip, Anas Al-Lahham, Abdulmotaleb Elsaddik

Computer Vision Faculty Publications

Particulate matter smaller than 2.5 microns (PM2.5) is one of the main pollutants that has considerable detrimental effects on human health. Estimating its concentration levels with ground monitors is inefficient for several reasons. In this study, we build a digital twin (DT) of an atmospheric environment by fusing remote sensing and observational data. Integral part of DT pipeline is a presence of feedback that can influence future input data. Estimated values of PM2.5 obtained from an ensemble of Random Forest and Gradient Boosting are used to provide recommendations for decreasing the agglomeration levels. A simple optimization problem is formulated for …

Vol.50 N.25 January 12th 2023, Voice Media Ventures

Black Voice News

No abstract provided.

Extending The Breadth Of Saliva Metabolome Fngerprinting By Smart Template Strategies And Efective Pattern Realignment On Comprehensive Two‑Dimensional Gas Chromatographic Data, Simone Squara, Friederike Manig, Thomas Henle, Michael Hellwig, Andrea Caratti, Carlo Bicchi, Stephen E. Reichenbach, Qingping Tao, Massimo Collino, Chiara Cordero

School of Computing: Faculty Publications

Comprehensive two-dimensional gas chromatography with time-of-fight mass spectrometry (GC×GC-TOFMS) is one the most powerful analytical platforms for chemical investigations of complex biological samples. It produces large datasets that are rich in information, but highly complex, and its consistency may be affected by random systemic fluctuations and/ or changes in the experimental parameters. This study details the optimization of a data processing strategy that compensates for severe 2D pattern misalignments and detector response fluctuations for saliva samples analyzed across 2 years. The strategy was trained on two batches: one with samples from healthy subjects who had undergone dietary intervention with high/low-Maillard …

Insights From The Management Of Offshore Energy Resources: Toward An Ecosystem-Services Based Management Approach For Deep-Ocean Industries, M. Emilia Bravo, Miriam I. Brandt, Jesse M. A. Van Der Grient, Thomas G. Dahlgren, Patricia Esquete, Sabine Gollner, Daniel O. B. Jones, Lisa A. Levin, Craig R. Mcclain, Bhavani E. Narayanaswamy, Tracey Sutton, Lissette Victorero, Erik E. Cordes

Marine & Environmental Sciences Faculty Articles

The deep ocean comprises complex ecosystems made up of numerous community and habitat types that provide multiple services that benefit humans. As the industrialization of the deep sea proceeds, a standardized and robust set of methods and metrics need to be developed to monitor the baseline conditions and any anthropogenic and climate change-related impacts on biodiversity, ecosystem function, and ecosystem services. Here, we review what we have learned from studies involving offshore-energy industries, including state-of-the-art technologies and strategies for obtaining reliable metrics of deep-sea biodiversity and ecosystem function. An approach that includes the detection and monitoring of ecosystem services, with …

Psychometric Properties Of A Combined Go/No-Go And Continuous Performance Task Across Childhood, Caron A.C. Clark, Kaitlyn Cook, Rui Wang, Michael Rueschman, Jerilynn Radcliffe, Susan Redline, H. Gerry Taylor

Statistical and Data Sciences: Faculty Publications

Despite the critical importance of attention for children’s self-regulation and mental health, there are few task-based measures of this construct appropriate for use across a wide childhood age range including very young children. Three versions of a combined go/no-go and continuous performance task (GNG/CPT) were created with varying length and timing parameters to maximize their appropriateness for age groups spanning early to middle childhood. As part of the baseline assessment of a clinical trial, 452 children aged 3–12 years (50% male, 50% female; 52% White, non-Hispanic, 27% Black, 16% Hispanic/Latinx; 6% other ethnicity/race) completed the task. Confirmatory factor analysis indicated …

Conquer And Prevail Issue 129 January 12, 2023, Wofford College. Office Of Marketing And Communications

Conquer and Prevail Newsletter

No abstract provided.

Comparison Of Rural And Urban High School Science And Engineering Integration In Two School Districts, Elizabeth Hasseler, Elizabeth B. Lewis

Department of Teaching, Learning, and Teacher Education: Faculty Publications

A comparative case study was conducted in an urban and rural district, focusing on how science and engineering were integrated into the high school programs. This led to the recommendation for districts to provide collaboration and mentorship opportunities that support teachers integrating engineering into their classrooms.

Session presider: Omah Williams-Duncan

Advisor: Beth Lewis

Committee members: Gwen Nugent, Justin Olmanson, Heidi Diefes-Dux

Strengthening A One Health Approach To Emerging Zoonoses, Samira Mubareka, John Amuasi, Arinjay Banerjee, Hélène Carabin, Joe Copper Jack, Claire Jardine, Bogdan Jaroszewicz, Greg Keefe, Jonathon Kotwa, Susan Kutz, Deborah Mcgregor, Anne Mease, Lily Nicholson, Katarzyna Nowak, Brad Pickering, Maureen Reed, Johanne Saint-Charles, Katarzyna Simonienko, Trevor Smith, J. Scott Weese, E. Jane Parmley

Articles & Book Chapters

Given the enormous global impact of the COVID-19 pandemic, outbreaks of highly pathogenic avian influenza in Canada, and manifold other zoonotic pathogen activity, there is a pressing need for a deeper understanding of the human-animal-environment interface and the intersecting biological, ecological, and societal factors contributing to the emergence, spread, and impact of zoonotic diseases. We aim to apply a One Health approach to pressing issues related to emerging zoonoses, and propose a functional framework of interconnected but distinct groups of recommendations around strategy and governance, technical leadership (operations), equity, education and research for a One Health approach and Action Plan …

Oxphos Defects Cause Hypermetabolism And Reduce Lifespan In Cells And In Patients With Mitochondrial Diseases, Gabriel Sturm, Kalpita R Karan, Anna S Monzel, Balaji Santhanam, Tanja Taivassalo, Céline Bris, Sarah A Ware, Marissa Cross, Atif Towheed, Albert Higgins-Chen, Meagan J Mcmanus, Andres Cardenas, Jue Lin, Elissa S Epel, Shamima Rahman, John Vissing, Bruno Grassi, Morgan Levine, Steve Horvath, Ronald G Haller, Guy Lenaers, Douglas C Wallace, Marie-Pierre St-Onge, Saeed Tavazoie, Vincent Procaccio, Brett A Kaufman, Erin L. Seifert, Michio Hirano, Martin Picard

Department of Pediatrics Faculty Papers

Patients with primary mitochondrial oxidative phosphorylation (OxPhos) defects present with fatigue and multi-system disorders, are often lean, and die prematurely, but the mechanistic basis for this clinical picture remains unclear. By integrating data from 17 cohorts of patients with mitochondrial diseases (n = 690) we find evidence that these disorders increase resting energy expenditure, a state termed hypermetabolism. We examine this phenomenon longitudinally in patient-derived fibroblasts from multiple donors. Genetically or pharmacologically disrupting OxPhos approximately doubles cellular energy expenditure. This cell-autonomous state of hypermetabolism occurs despite near-normal OxPhos coupling efficiency, excluding uncoupling as a general mechanism. Instead, hypermetabolism is associated …

Type Ii Taste Cells Participate In Mucosal Immune Surveillance, Yumei Qin, Salin Raj Palayyan, Xin Zheng, Shiyi Tian, Robert F. Margolskee, Sunil Kumar Sukumaran

Department of Nutrition and Health Sciences: Faculty Publications

The oral microbiome is second only to its intestinal counterpart in diversity and abundance but its effects on taste cells remains largely unexplored. Using single-cell RNASeq, we found that mouse taste cells, in particular, sweet and umami receptor cells that express taste 1 receptor member 3 (Tas1r3), have a gene expression signature reminiscent of Microfold (M) cells, a central player in immune surveillance in the mucosa-associated lymphoid tissue (MALT) such as those in the Peyer’s patch and tonsils. Administration of tumor necrosis factor ligand superfamily member 11 (TNFSF11; also known as RANKL), a growth factor required for differentiation …

Hybrid Model For Motor Imagery Biometric Identification, Z. T. Al-Qaysi, Rasha A. Aljanabi, M A. Ahmed, Mahmood M. Salih

Iraqi Journal for Computer Science and Mathematics

Biometric systems are a continuouslyevolving and promising technologicaldomain that can be used in automatic systems for the unique and efficient identificationandauthenticationof individualswithout necessitating usersto carry or remember any physical tokens or passwords, in contrast totraditional methods such aspassword IDs. Biometricsare biological measurements or physical characteristics that can be used to ascertain and validate the identityof individuals.Recently, considerable interest has emergedin exploiting brain activity as a biometric identifier in automatic recognition systems, particularly focusing on data acquired through electroencephalography (EEG). Multiple research endeavorshaveindeed confirmed the presence of discriminative characteristics within brain signals recorded while performing specific cognitivetasks.However,EEG signals are inherently complex …

Tlr5 Agonists Enhance Anti-Tumor Immunity And Overcome Resistance To Immune Checkpoint Therapy, Caleb Gonzalez, Sarah Williamson, Seth T Gammon, Sarah Glazer, Joon Haeng Rhee, David Piwnica-Worms

Faculty, Staff and Student Publications

Primary and adaptive resistance to immune checkpoint therapies (ICT) represent a considerable obstacle to achieving enhanced overall survival. Innate immune activators have been actively pursued for their antitumor potential. Herein we report that a syngeneic 4T1 mammary carcinoma murine model for established highly-refractory triple negative breast cancer showed enhanced survival when treated intra-tumorally with either the TLR5 agonist flagellin or CBLB502, a flagellin derivative, in combination with antibodies targeting CTLA-4 and PD-1. Long-term survivor mice showed immunologic memory upon tumor re-challenge and a distinctive immune activating cytokine profile that engaged both innate and adaptive immunity. Low serum levels of G-CSF …

Optical Sensing Technologies To Elucidate The Interplay Between Plant And Microbes, Asia Neelam, Shawana Tabassum

Electrical Engineering Faculty Publications and Presentations

Plant-microbe interactions are critical for ecosystem functioning and driving rhizosphere processes. To fully understand the communication pathways between plants and rhizosphere microbes, it is crucial to measure the numerous processes that occur in the plant and the rhizosphere. The present review first provides an overview of how plants interact with their surrounding microbial communities, and in turn, are affected by them. Next, different optical biosensing technologies that elucidate the plant-microbe interactions and provide pathogenic detection are summarized. Currently, most of the biosensors used for detecting plant parameters or microbial communities in soil are centered around genetically encoded optical and electrochemical …

Systemic Interindividual Epigenetic Variation In Humans Is Associated With Transposable Elements And Under Strong Genetic Control, Chathura J Gunasekara, Harry Mackay, C Anthony Scott, Shaobo Li, Eleonora Laritsky, Maria S Baker, Sandra L Grimm, Goo Jun, Yumei Li, Rui Chen, Joseph L Wiemels, Cristian Coarfa, Robert A Waterland

Faculty, Staff and Student Publications

BACKGROUND: Genetic variants can modulate phenotypic outcomes via epigenetic intermediates, for example at methylation quantitative trait loci (mQTL). We present the first large-scale assessment of mQTL at human genomic regions selected for interindividual variation in CpG methylation, which we call correlated regions of systemic interindividual variation (CoRSIVs). These can be assayed in blood DNA and do not reflect interindividual variation in cellular composition.

RESULTS: We use target-capture bisulfite sequencing to assess DNA methylation at 4086 CoRSIVs in multiple tissues from each of 188 donors in the NIH Gene-Tissue Expression (GTEx) program. At CoRSIVs, DNA methylation in peripheral blood correlates with …

Endogenous Retrovirus Rna Expression Differences Between Race, Stage And Hpv Status Offer Improved Prognostication Among Women With Cervical Cancer, Jill Alldredge, Vinay Kumar, James Nguyen, Brooke E Sanders, Karina Gomez, Kay Jayachandran, Jin Zhang, Julie Schwarz, Farah Rahmatpanah

2020-Current year OA Pubs

Endogenous human retroviruses (ERVs) are remnants of exogenous retroviruses that have integrated into the human genome. Using publicly available RNA-seq data from 63 cervical cancer patients, we investigated the expression of ERVs in cervical cancers. Four aspects of cervical cancer were investigated: patient ancestral background, tumor HPV type, tumor stage and patient survival. Between the racial subgroups, 74 ERVs were significantly differentially expressed, with Black Americans having 30 upregulated and 44 downregulated (including MER21C, HERV9-int, and HERVH-int) ERVs when compared to White Americans. We found that 3313 ERVs were differentially expressed between HPV subgroups, including MER41A, HERVH-int and HERVK9. There …

A Clustering Of Heterozygous Missense Variants In The Crucial Chromatin Modifier Wdr5 Defines A New Neurodevelopmental Disorder, Lot Snijders Blok, Jolijn Verseput, Dmitrijs Rots, Hanka Venselaar, A Micheil Innes, Connie Stumpel, Katrin Õunap, Karit Reinson, Eleanor G Seaby, Shane Mckee, Barbara Burton, Katherine Kim, Johanna M Van Hagen, Quinten Waisfisz, Pascal Joset, Katharina Steindl, Anita Rauch, Dong Li, Elaine H Zackai, Sarah E Sheppard, Beth Keena, Hakon Hakonarson, Andreas Roos, Nicolai Kohlschmidt, Anna Cereda, Maria Iascone, Erika Rebessi, Kristin D Kernohan, Philippe M Campeau, Francisca Millan, Jesse A Taylor, Hanns Lochmüller, Martin R Higgs, Amalia Goula, Birgitta Bernhard, Danita J Velasco, Andrew A Schmanski, Zornitza Stark, Lyndon Gallacher, Lynn Pais, Paul C Marcogliese, Shinya Yamamoto, Nicholas Raun, Taryn E Jakub, Jamie M Kramer, Joery Den Hoed, Simon E Fisher, Han G Brunner, Tjitske Kleefstra

Faculty, Staff and Students Publications

WDR5 is a broadly studied, highly conserved key protein involved in a wide array of biological functions. Among these functions, WDR5 is a part of several protein complexes that affect gene regulation via post-translational modification of histones. We collected data from 11 unrelated individuals with six different rare de novo germline missense variants in WDR5; one identical variant was found in five individuals and another variant in two individuals. All individuals had neurodevelopmental disorders including speech/language delays (n = 11), intellectual disability (n = 9), epilepsy (n = 7), and autism spectrum disorder (n = 4). Additional phenotypic features …

The Role Of Pharmacotherapy In Treatment Of Meningioma: A Systematic Review, Ataollah Shahbandi, Darsh S Shah, Caroline C Hadley, Akash J Patel

Faculty, Staff and Students Publications

The safety and efficacy of various pharmacotherapeutic regimens on refractory meningiomas have been the focus of investigations. We present a comprehensive review of the previous efforts and the current state of ongoing clinical trials. A PRISMA-compliant review of the MEDLINE and ClinicalTrial.gov databases of the National Library of Medicine were performed. The primary outcomes of interest for included articles were radiographic response, overall survival, progression-free survival, six-month progression-free survival, and adverse events. Overall, 34 completed trials and 27 ongoing clinical trials were eligible. Six-month progression-free survival was reported in 6-100% of patients in the completed studies. Hematological disorders were the …

Microrna-Mrna Networks Are Dysregulated In Opioid Use Disorder Postmortem Brain: Further Evidence For Opioid-Induced Neurovascular Alterations, Sandra L Grimm, Emily F Mendez, Laura Stertz, Thomas D Meyer, Gabriel R Fries, Tanmay Gandhi, Rupa Kanchi, Sudhakar Selvaraj, Antonio L Teixeira, Thomas R Kosten, Preethi Gunaratne, Cristian Coarfa, Consuelo Walss-Bass

Faculty, Staff and Student Publications

INTRODUCTION: To understand mechanisms and identify potential targets for intervention in the current crisis of opioid use disorder (OUD), postmortem brains represent an under-utilized resource. To refine previously reported gene signatures of neurobiological alterations in OUD from the dorsolateral prefrontal cortex (Brodmann Area 9, BA9), we explored the role of microRNAs (miRNA) as powerful epigenetic regulators of gene function.

METHODS: Building on the growing appreciation that miRNAs can cross the blood-brain barrier, we carried out miRNA profiling in same-subject postmortem samples from BA9 and blood tissues.

RESULTS: miRNA-mRNA network analysis showed that even though miRNAs identified in BA9 and blood …

Contagious Animality: Species, Disease, And Metaphor In Early Modern Literature And Culture, Jeremy Cornelius

LSU Doctoral Dissertations

In my dissertation, Contagious Animality: Species, Disease, and Metaphor in Early Modern Literature and Culture, I close read examples of Renaissance drama alongside their contemporary cultural texts to examine anxieties around social differences as constructed and mediated through what I call “contagious animality” in early modern English culture. Animal metaphors circulated anxieties around social differences on the early modern cultural stage in English drama where animality elicits uncertainties about identitarian constructions of difference. In this vein, I close read formal elements and their interactions with early modern culture to argue that animal metaphors transmit modes of speciating difference in …

Probing The Role Of The Ventral Hippocampus To Nucleus Accumbens Pathway In Individual Differences In Appetitive Learning, Jacklyn C. Staffeld

McNair Scholars Research Journal

A critical issue in substance abuse research is why some individuals can actively use addictive drugs and quit with relative ease, while others may only try a small dose before becoming life-long dependent (Fitzpatrick et al., 2016). The use of designer receptors exclusively activated by designer drugs (DREADDs) may shed light on individual differences in learning behaviors and why some individuals seem to be more prone to addiction and relapse than others. Using stereotaxic surgery on rats, an in vivo dual-vector approach was used to bilaterally inject Cre recombinase into the nucleus accumbens (NAc) and an excitatory Cre-dependent, G protein-coupled …

Habitat Fragmentation Reduces Survival And Drives Source–Sink Dynamics For A Large Carnivore, Anna C. Nisi, John F. Benson, Richard King, Christopher C. Wilmers

School of Natural Resources: Faculty Publications

Rigorous understanding of how environmental conditions impact population dynamics is essential for species conservation, especially in mixed-use landscapes where source–sink dynamics may be at play. Conservation of large carnivore populations in fragmented, human-dominated landscapes is critical for their long-term persistence. However, living in human-dominated landscapes comes with myriad costs, including direct anthropogenic mortality and sublethal energetic costs. How these costs impact individual fitness and population dynamics are not fully understood, partly due to the difficulty in collecting long-term demographic data for these species. Here, we analyzed an 11-year dataset on puma (Puma concolor) space use, mortality, and reproduction …

Habitat Suitability Models For Endangered Hawaiian Flora, Bronwyn Meldrum, Richard Gill

Library/Life Sciences Undergraduate Poster Competition 2023

Hawaii contains the highest percentage of endangered and threatened flora in the United States. Restoration is expensive and time-consuming, and most replanting failures are mainly due to incorrect habitat. Without understanding the ideal habitat of endangered plants such as ohai (Sesbania tomentosa) and aweoweo papa (Chenopodium oahuense), it is impossible to know what areas the Molokai Land Trust should prioritize in conservation and restoration.

Metamorphis, Luca Lee Sobarzo Faust

Theses and Dissertations

Web3D interactive experience that explores time, communication, and transformation, from a personal storytelling perspective. Hosted on a web platform, the experience displays three environments: Metamorphis, Cuir AI, and Hain. These spaces propose a fragmented narrative that seeks to interrogate both the characters and the viewer’s perception on the linearity of time

January 11, 2023 (Vol. 107, No. 15), Daily Eastern News

Daily Eastern News: 2022-2023

No abstract provided.

Liquid-Liquid Equilibria Of Water + Ethanol + Castor Oil And The Effect Of Cellulose Nanocrystal/Fe3o4 And Lignin/Fe3o4 Nanoparticles, Mohammad J. Hasan, Fariba Yehaneh, Amy Ciric, Peng Chen, Erick S. Vasquez, Esteban E. Ureña-Benavides

Chemical and Materials Engineering Faculty Publications

Castor oil has been proposed as a renewable solvent for the liquid extraction of ethanol from water as an alternative to more traditional energy intensive distillation-based methods. The liquid–liquid equilibrium (LLE) of the ternary system water + ethanol + castor oil was determined at 295.15 K using high performance liquid chromatography (HPLC). Castor oil was herein treated as a pseudo-component with the molecular weight of the triglyceride of ricinoleic acid. The experimental data was fitted to the UNIQUAC and NRTL models to obtain parameters for castor oil, and binary interaction parameters for castor oil/ethanol and castor oil/water pairs. The separation …

Enhanced Neutralization Resistance Of Sars-Cov-2 Omicron Subvariants Bq1, Bq11, Ba46, Bf7, And Ba2752, Panke Qu, John P Evans, Julia N Faraone, Yi-Min Zheng, Claire Carlin, Mirela Anghelina, Patrick Stevens, Soledad Fernandez, Daniel Jones, Gerard Lozanski, Ashish Panchal, Linda J Saif, Eugene M Oltz, Kai Xu, Richard J Gumina, Shan-Lu Liu

Faculty, Staff and Student Publications

The continued evolution of SARS-CoV-2 has led to the emergence of several new Omicron subvariants, including BQ.1, BQ.1.1, BA.4.6, BF.7, and BA.2.75.2. Here, we examine the neutralization resistance of these subvariants against sera from 3-dose vaccinated healthcare workers, hospitalized BA.1-wave patients, and BA.4/5-wave patients. We found enhanced neutralization resistance in all new subvariants, especially in the BQ.1 and BQ.1.1 subvariants driven by N460K and K444T mutations, as well as the BA.2.75.2 subvariant driven largely by its F486S mutation. All Omicron subvariants maintained their weakened infectivity in Calu-3 cells, with the F486S mutation driving further diminished titer for the BA.2.75.2 subvariant. …

Dinitrogen Emissions Dominate Nitrogen Gas Emissions From Soils With Low Oxygen Availability In A Moist Tropical Forest, Maya Almaraz, Peter M. Groffman, Whendee L. Silver, Steven J. Hall, Yang Lin, Christine S. O'Connell, Stephen Porder

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Lowland tropical forest soils are relatively N rich and are the largest global source of N₂O (a powerful greenhouse gas) to the atmosphere. Despite the importance of tropical N cycling, there have been few direct measurements of N₂ (an inert gas that can serve as an alternate fate for N₂O) in tropical soils, limiting our ability to characterize N budgets, manage soils to reduce N₂O production, or predict the future role that N limitation to primary productivity will play in buffering against climate change. We collected soils from across macro- and micro-topographic gradients …

Antibody Duration After Infection From Sars-Cov-2 In The Texas Coronavirus Antibody Response Survey, Michael D Swartz, Stacia M Desantis, Ashraf Yaseen, Frances A Brito, Melissa A Valerio-Shewmaker, Sarah E Messiah, Luis G Leon-Novelo, Harold W Kohl, Cesar L Pinzon-Gomez, Tianyao Hao, Shiming Zhang, Yashar Talebi, Joy Yoo, Jessica R Ross, Michael O Gonzalez, Leqing Wu, Steven H Kelder, Mark Silberman, Samantha Tuzo, Stephen J Pont, Jennifer A Shuford, David Lakey, Eric Boerwinkle

Faculty, Staff and Student Publications

Understanding the duration of antibodies to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus that causes COVID-19 is important to controlling the current pandemic. Participants from the Texas Coronavirus Antibody Response Survey (Texas CARES) with at least 1 nucleocapsid protein antibody test were selected for a longitudinal analysis of antibody duration. A linear mixed model was fit to data from participants (n = 4553) with 1 to 3 antibody tests over 11 months (1 October 2020 to 16 September 2021), and models fit showed that expected antibody response after COVID-19 infection robustly increases for 100 days postinfection, and predicts …

Editorial: Hallmark Of Cancer: Reprogramming Of Cellular Metabolism, Baljinder Kaur, Yahya Sohrabi, Abhinav Achreja, Michael P. Lisanti, Ubaldo Emilio Martinez-Outshoorn

Department of Medical Oncology Faculty Papers

No abstract provided.

Adolescent Psychological Assets And Cardiometabolic Health Maintenance In Adulthood: Implications For Health Equity, Farah Qureshi, Anne‐Josee Guimond, Elaine Tsao, Scott Delaney, Julia K. Boehm, Laura D. Kubzansky

Psychology Faculty Articles and Research

Background

Positive cardiometabolic health (CMH) is defined as meeting recommended levels of multiple cardiometabolic risk factors in the absence of manifest disease. Prior work finds that few individuals—particularly members of minoritized racial and ethnic groups—meet these criteria. This study investigated whether psychological assets help adolescents sustain CMH in adulthood and explored interactions by race and ethnicity.

Methods and Results

Participants were 3478 individuals in the National Longitudinal Study of Adolescent Health (49% female; 67% White, 15% Black, 11% Latinx, 6% other [Native American, Asian, or not specified]). In Wave 1 (1994–1995; mean age=16 years), data on 5 psychological assets (optimism, …