Digital Commons Network^™

Plasma Ferritin Levels, Incident Heart Failure, And Cardiac Structure And Function: The Aric Study, Iman A F Aboelsaad, Brian L Claggett, Victoria Arthur, Pranav Dorbala, Kunihiro Matsushita, Brandon W Lennep, Bing Yu, Pamela L Lutsey, Chiadi E Ndumele, Youssef M K Farag, Amil M Shah, Leo F Buckley

Faculty, Staff and Student Publications

BACKGROUND: Whether iron deficiency contributes to incident heart failure (HF) and cardiac dysfunction has important implications given the prevalence of iron deficiency and the availability of several therapeutics for iron repletion.

OBJECTIVES: The aim of this study was to estimate the associations of plasma ferritin level with incident HF overall, HF phenotypes, and cardiac structure and function measures in older adults.

METHODS: Participants in the ongoing, longitudinal ARIC (Atherosclerosis Risk In Communities) study who were free of prevalent HF and anemia were studied. The associations of plasma ferritin levels with incident HF overall and heart failure with preserved ejection fraction …

The Relationship Of Health Literacy To Health Outcomes Among Individuals With Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study, Monique R Pappadis, Angelle M Sander, Shannon B Juengst, Luis Leon-Novelo, Esther Ngan, Kathleen R Bell, John D Corrigan, Simon Driver, Laura E Dreer, Anthony H Lequerica

Faculty, Staff and Student Publications

OBJECTIVE: To examine the associations between health literacy and health outcomes among individuals with traumatic brain injury (TBI) at least a year post-injury.

SETTING: Community following discharge from inpatient rehabilitation.

PARTICIPANTS: A total of 205 individuals with complicated mild to severe TBI who completed a TBI Model Systems National Database follow-up interview and a web-based health literacy measure.

DESIGN: A multicenter, cross-sectional, observational study.

MAIN MEASURES: The Health Literacy Assessment Using Talking Touchscreen Technology (Health LiTT), number of comorbid conditions (Medical and Mental Health Comorbidities Interview [MMHCI]), perceived physical and mental health (PROMIS Global Physical and Mental Health subscales), Patient …

Familial Hypercholesterolemia Variant And Cardiovascular Risk In Individuals With Elevated Cholesterol, Yiyi Zhang, Jacqueline S Dron, Brandon K Bellows, Amit V Khera, Junxiu Liu, Pallavi P Balte, Elizabeth C Oelsner, Sami Samir Amr, Matthew S Lebo, Anna Nagy, Gina M Peloso, Pradeep Natarajan, Jerome I Rotter, Cristen Willer, Eric Boerwinkle, Christie M Ballantyne, Pamela L Lutsey, Myriam Fornage, Donald M Lloyd-Jones, Lifang Hou, Bruce M Psaty, Joshua C Bis, James S Floyd, Ramachandran S Vasan, Nancy L Heard-Costa, April P Carson, Michael E Hall, Stephen S Rich, Xiuqing Guo, Dhruv S Kazi, Sarah D De Ferranti, Andrew E Moran

Faculty, Staff and Student Publications

IMPORTANCE: Familial hypercholesterolemia (FH) is a genetic disorder that often results in severely high low-density lipoprotein cholesterol (LDL-C) and high risk of premature coronary heart disease (CHD). However, the impact of FH variants on CHD risk among individuals with moderately elevated LDL-C is not well quantified.

OBJECTIVE: To assess CHD risk associated with FH variants among individuals with moderately (130-189 mg/dL) and severely (≥190 mg/dL) elevated LDL-C and to quantify excess CHD deaths attributable to FH variants in US adults.

DESIGN, SETTING, AND PARTICIPANTS: A total of 21 426 individuals without preexisting CHD from 6 US cohort studies (Atherosclerosis Risk …

Targeting Glutamine Dependence With Drp-104 Inhibits Proliferation And Tumor Growth Of Castration-Resistant Prostate Cancer, David Moon, J Spencer Hauck, Xue Jiang, Holly Quang, Lingfan Xu, Fan Zhang, Xia Gao, Robert Wild, Jeffrey I Everitt, Everardo Macias, Yiping He, Jiaoti Huang

Faculty, Staff and Students Publications

BACKGROUND: Prostate cancer (PCa) continues to be one of the leading causes of cancer deaths in men. While androgen deprivation therapy is initially effective, castration-resistant PCa (CRPC) often recurs and has limited treatment options. Our previous study identified glutamine metabolism to be critical for CRPC growth. The glutamine antagonist 6-diazo-5-oxo-l-norleucine (DON) blocks both carbon and nitrogen pathways but has dose-limiting toxicity. The prodrug DRP-104 is expected to be preferentially converted to DON in tumor cells to inhibit glutamine utilization with minimal toxicity. However, CRPC cells' susceptibility to DRP-104 remains unclear.

METHODS: Human PCa cell lines (LNCaP, LAPC4, C4-2/MDVR, PC-3, 22RV1, …

Increased Plasma Branched Short-Chain Fatty Acids And Improved Glucose Homeostasis: The Microbiome And Insulin Longitudinal Evaluation Study (Miles), Arianne Aslamy, Alexis C Wood, Elizabeth T Jensen, Alain G Bertoni, Patricia A Sheridan, Kari E Wong, Gautam Ramesh, Jerome I Rotter, Yii-Der I Chen, Mark O Goodarzi

Faculty, Staff and Students Publications

Short-chain fatty acids (SCFAs) have been extensively studied for potential beneficial roles in glucose homeostasis and risk of diabetes; however, most of this research has focused on butyrate, acetate, and propionate. The effect on metabolism of branched SCFAs (BSCFAs; isobutyrate, isovalerate, and methylbutyrate) is largely unknown. In a cohort of 219 non-Hispanic White participants and 126 African American participants, we examined the association of BSCFA with dysglycemia (prediabetes and diabetes) and oral glucose tolerance test-based measures of glucose and insulin homeostasis, as well as with demographic, anthropometric, lifestyle, and lipid traits, and other SCFAs. We observed a bimodal distribution of …

What Adolescents Say In Text Messages To Motivate Peer Networks To Access Health Care And Sexually Transmitted Infection Testing: Qualitative Thematic Analysis, Marguerita Lightfoot, Chadwick Campbell, Allysha C. Maragh-Bass, Joi Jackson-Morgan, Kelly Taylor

OHSU-PSU School of Public Health Faculty Publications and Presentations

Background:While rates of HIV and sexually transmitted infections (STIs) are extremely high among adolescents and young adults in the United States, rates of HIV and STI testing remain low. Given the ubiquity of mobile phones and the saliency of peers for youths, text messaging strategies may successfully promote HIV or STI testing among youths.

Objective:This study aimed to understand the types of messages youths believe were motivating and persuasive when asked to text friends to encourage them to seek HIV or STI testing services at a neighborhood clinic.

Methods:We implemented an adolescent peer-based text messaging intervention to encourage clinic attendance …

The Importance Of Blood Pressure Control In The Survival Of Peritoneal Dialysis Patients Using A Multistate Model, Hadis Najafimehr, Abbas Rahimi Foroushani, Mir Saeed Yekaninejad, Mahmoud Yousefifard, Mostafa Hosseini

Kesmas

Since less attention has been paid to the effect of passing blood pressure states on the survival of peritoneal dialysis (PD) patients, this study aimed to inves­tigate the survival of PD patients with and without hypertension, estimate the probability of hypertension and determine the influential factors. In this retro­spective cohort study, the data of 700 patients visiting dialysis centers from all provinces of Iran from 1997-2009 were analyzed. For data analysis, the multistate survival model was used. The median survival time (months) and five-year survival were 75% and 56%, respectively. Males had a higher probability of hypertension (63%) than females …

Road Traffic Noise Annoyance And Cardiovascular Disease Risk In Population: A Case Series Study In Kota Bharu, Malaysia, Faridah Naim, Nurin H M Nasir

Kesmas

Noise pollution can cause annoyance, significantly threatening the population’s health and well-being. This study aimed to find an association between road traffic noise exposure and cardiovascular disease (CVD) risk among residents in Kota Bharu, Malaysia. This descriptive study used a case series approach and surveyed 34 residents in selected residential areas near main roads. An adapted questionnaire was distributed to residents using a purposive sampling method. Questions related to sociodemographic information, self-reporting about CVD, and road traffic noise assessment were asked to investigate the underlying risk factors for CVD. The average score of CVD assessment was classified as moderate risk. …

Reply To Ayoub-Charette Et Al Lack Of Biological Plausibility And Major Methodological Issues Cast Doubt On The Association Between Aspartame And Autism Comment On "Fowler Et Al Daily Early-Life Exposures To Diet Soda And Aspartame Are Associated With Autism In Males: A Case-Control Study, Sharon Parten Fowler, David Gimeno Ruiz De Porras, Michael D Swartz, Paula Stigler Granados, Lynne Parsons Heilbrun, Raymond F Palmer

Faculty, Staff and Student Publications

Thank you for the opportunity to respond to the concerns raised by Ayoub-Charette et al [...].

Self-Management Of Coronary Heart Disease Among Middle-Aged And Older Low-Income African Americans, Tina Alfred-Iyamu

Walden Dissertations and Doctoral Studies

Coronary heart disease (CHD) stands out as the predominant cardiovascular condition, exerting a significant toll on both mortality and morbidity. Notably, African Americans (AA) grapple with an alarmingly elevated incidence, prevalence, and mortality rate compared to other demographics within the United States. Extensive research underscores the potential for effective CHD management through self-management practices, though this is notably deficient. This qualitative, phenomenological study delves into the intricate lived experiences surrounding the self-management of CHD among low-income individuals in the middle-aged and older AA demographic. My theoretical framework was the Health Belief Model. Impressively, the study participants exhibited a profound understanding …

Estrogen Signaling In The Dorsal Raphe Regulates Binge-Like Drinking In Mice, Valeria C Torres Irizarry, Bing Feng, Xiaohua Yang, Nirali Patel, Sarah Schaul, Lucas Ibrahimi, Hui Ye, Pei Luo, Leslie Carrillo-Sáenz, Penghua Lai, Maya Kota, Devin Dixit, Chunmei Wang, Amy W Lasek, Yanlin He, Pingwen Xu

Faculty, Staff and Students Publications

Estrogens promote binge alcohol drinking and contribute to sex differences in alcohol use disorder. However, the mechanisms are largely unknown. This study aims to test if estrogens act on 5-hydroxytryptamine neurons in the dorsal raphe nucleus (5-HTDRN) to promote binge drinking. We found that female mice drank more alcohol than male mice in chronic drinking in the dark (DID) tests. This sex difference was associated with distinct alterations in mRNA expression of estrogen receptor α (ERα) and 5-HT-related genes in the DRN, suggesting a potential role of estrogen/ERs/5-HT signaling. In supporting this view, 5-HTDRN neurons from naïve male mice had …

Improving Safety And Preventing Falls Using An Evidence-Based, Front-Line Staff Huddling Practice: Protocol For A Pragmatic Trial To Increase Quality Of Care In State Veterans Homes, Princess Nash, Valerie Clark, Eleanor Mcconnell, Whitney Mills, Robert Morgan, Camilla Pimentel, Katherine Ritchey, Cari Levy, A Lynn Snow, Christine Hartmann

Faculty, Staff and Student Publications

Introduction: Falls in nursing homes are a major cause for decreases in residents' quality of life and overall health. This study aims to reduce resident falls by implementing the LOCK Falls Programme, an evidence-based quality improvement intervention. The LOCK Falls Programme involves the entire front-line care team in (1) focusing on evidence of positive change, (2) collecting data through systematic observation and (3) facilitating communication and coordination of care through the practice of front-line staff huddles.

Methods and analysis: The study protocol describes a mixed-methods, 4-year hybrid (type 2) effectiveness-implementation study in State Veterans Homes in the USA. The study …

Dietary Adherence And Cognitive Performance In Older Adults By Nativity Status: Results From The National Health And Nutrition Examination Survey (Nhanes), 2011–2014, Md Towfiqul Alam, Elizabeth Vásquez, Jennifer L. Etnier, Sandra Echeverria

Department of Health Sciences - Faculty Scholarship

Although adherence to dietary guidelines is associated with better cognitive performance, there may be differences by nativity status. This study aimed to investigate the association between adherence to the healthy eating index (HEI) and cognitive performance (CP) among United States (US)-born and foreign-born older adults (60+ years). Data were obtained from the 2011–2014 NHANES (n = 3065). Dietary adherence was assessed with HEI quintiles. CP (adequate vs. low) was examined using word listing (CERAD), animal naming (AFT), and the digit symbol substitution test (DSST). Weighted multivariable logistic regressions were used to examine associations. The US-born participants in higher dietary quintiles …

A Longitudinal Look At Student Attitude, Perceived Competence, And Fitness Test Performance Of Elementary Students, Risto Marttinen, Kevin Mercier, Jung Yeon Park, Kelly L. Simonton, Erin Centeio, Kevin Andrew Richards, Kathleen Wilson

International Journal of Physical Activity and Health

The purpose of this study was to assess relationships between students’ attitudes toward physical education (PE), their perceived competence toward PE, and their fitness test performance, as well as how these relationships change over time. Measurements were conducted with validated instruments across five time points during two school years with fourth and fifth grade students across ten schools (n = 636, 48% = female). This study was developed to address a need for examining how attitudes and perceived competence change over time. Descriptive statistics and latent growth models were run with the variables of interest to investigate four research …

Pathogenic Implications Of Candidal Species In Both Oral Cancer And Oral Potentially Malignant Disorders - A Review, Dr Dominic Augustine, Sowmya Sv, Kuntala Mondal

Annual Research Symposium

Oral squamous cell carcinoma (OSCC) is the 6th most common cancer in worldwide. Cigarette smoking, alcohol consumption, and betel quid chewing are its major risk factors other factors that can lead to OSCC include excessive sun exposure, viral or fungal infection, poor nutrition, and poor oral hygiene. The carcinogenesis of OSCC occurs gradually and oral epithelial dysplasia is considered a potential histologic precursor of OSCC. Most OSCC cases are preceded by clinically evident oral potentially malignant disorders (OPMDs). The aim of this review is to correlate the association between Candida species and oral potentially malignant disorders and its possible mechanisms …

Association Between Sociodemographic Variables And Low Birthweight Among Disabled Black Mothers, Yewunetu Dessalegn Malefia

Walden Dissertations and Doctoral Studies

Low birthweight (LBW) affects around 30 million infants annually. Infants with LBW face a 20-fold risk of mortality compared to those weighing 2,500 grams or more at birth. In the United States, the prevalence of LBW is nearly double among Blacks compared to Whites. Despite 61 million U.S. adults with disabilities, including 35 million women, there remains a significant research gap concerning factors that contribute to LBW among Black mothers with a disability (BMWD). This retrospective study employed 2019 and 2020 Pregnancy Risk Assessment Monitoring System (PRAMS) datasets to investigate the association between LBW and sociodemographic factors among BMWD. Bivariate …

Vitamin D And Dental Caries, Himani Patel

Annual Research Symposium

Insufficient levels of vitamin D has become an oral health concern as it has been linked to hypocalcification in the oral cavity. Dental caries affect nearly half of the world’s population resulting in it becoming the most prevalent disease. This study aims to further analyze how vitamin D levels can affect the prevalence of dental caries.

Food Systems Under Shock: The Evolution Of Food Security Status Of Karantina Residents After The Beirut Explosion, Mariana Makoukji, Nour El Houda Amhez, Abed Al Kareem Yehya, Hala Ghattas Ph.D., Yaser Abunnasr, Rami Zurayk

Faculty Publications

Robust food systems are crucial for ensuring access to affordable and nutritious food, particularly in times of crisis. Economic instability, currency devaluation, and political turmoil can disrupt food systems, leading to higher food prices, compromised nutrition, and increased vulnerability. Lebanon is a stark example of this, where a catastrophic explosion in Beirut’s Port in 2020 worsened an existing economic and humanitarian crisis. The depreciation of the Lebanese currency led to soaring food prices, impacting people’s ability to buy food, and pushing many into poverty, illustrating the significant impact of the state food systems during crises (FAO, 2021). In times of …

Protecting Human And Animal Health: The Road From Animal Models To New Approach Methods, Barbara L F Kaplan, Alan M Hoberman, William Slikker, Mary Alice Smith, Emanuela Corsini, Thomas B Knudsen, M Sue Marty, Sonya K Sobrian, Suzanne C Fitzpatrick, Marcia H Ratner, Donna L Mendrick

Faculty, Staff and Student Publications

Animals and animal models have been invaluable for our current understanding of human and animal biology, including physiology, pharmacology, biochemistry, and disease pathology. However, there are increasing concerns with continued use of animals in basic biomedical, pharmacological, and regulatory research to provide safety assessments for drugs and chemicals. There are concerns that animals do not provide sufficient information on toxicity and/or efficacy to protect the target population, so scientists are utilizing the principles of replacement, reduction, and refinement (the 3Rs) and increasing the development and application of new approach methods (NAMs). NAMs are any technology, methodology, approach, or assay used …

Study Protocol For Clinical Trial Of The Fit Families Multicomponent Obesity Intervention For African American Adolescents And Their Caregivers: Next Step From The Orbit Initiative, Phillippe B Cunningham, Sylvie Naar, James R Roberts, Jennifer Powell, David M Ledgerwood, Jeff Randall, Brian E Lozano, Colleen A Halliday, Mohan Madisetti, Samiran Ghosh

Faculty, Staff and Student Publications

INTRODUCTION: This study will test the effectiveness of FIT Families (FIT), a multicomponent family-based behavioural intervention, against a credible attention control condition, Home-Based Family Support (HBFS). This protocol paper describes the design of a randomised clinical trial testing the efficacy of the FIT intervention. The protocol will assess the efficacy of FIT to improve health status in African American adolescents with obesity (AAAO) and their primary caregivers on primary (percent body fat) and secondary (physical activity, metabolic control, weight loss) outcomes and its cost-effectiveness.

METHODS: 180 youth/caregiver dyads are randomised into FIT or HBFS, stratified by age, gender and baseline …

Referral Patterns Of Neonatal Healthcare Professionals For Cleft Lip And Palate Patients, Alyssa Morrow

Annual Research Symposium

Cleft Lip and Palate patients are some of the most vulnerable and complex orthodontic patients. They face a myriad of health challenges including psychological, nutritional, auditory, speech, airway, skeletal, and dental. Ideal comprehensive treatment for CLP patients is provided via multidisciplinary teams of healthcare providers. However, there is currently limited access to proper multidisciplinary care for CLP patients in the US, partly due to lack of education regarding available resources. For the most effective treatment and optimal outcomes, it is essential that coordinated care starts at birth and that parental education begins as soon as CLP is detected in utero. …

Impact Of An Integrated Health, Nutrition, And Early Child Stimulation And Responsive Care Intervention Package Delivered To Preterm Or Term Small For Gestational Age Babies During Infancy On Growth And Neurodevelopment: Study Protocol Of An Individually Randomized Controlled Trial In India (Small Babies Trial), Ranadip Chowdhury, Rukman Manapurath, Ingvild Fossgard Sandøy, Ravi Prakash Upadhyay, Neeta Dhabhai, Saijuddin Shaikh, Harish Chellani, Tarun Shankar Choudhary, Abhinav Jain, Jose Martines, Nita Bhandari, Tor A Strand, Sunita Taneja

Faculty, Staff and Student Publications

BACKGROUND: Preterm and term small for gestational age (SGA) babies are at high risk of experiencing malnutrition and impaired neurodevelopment. Standalone interventions have modest and sometimes inconsistent effects on growth and neurodevelopment in these babies. For greater impact, intervention may be needed in multiple domains-health, nutrition, and psychosocial care and support. Therefore, the combined effects of an integrated intervention package for preterm and term SGA on growth and neurodevelopment are worth investigating.

METHODS: An individually randomized controlled trial is being conducted in urban and peri-urban low to middle-socioeconomic neighborhoods in South Delhi, India. Infants are randomized (1:1) into two strata …

Examining Associations Between School-Level Determinants And The Implementation Of Physical Activity Opportunities, Derek W Craig, Timothy J Walker, Shreela V Sharma, Paula Cuccaro, Natalia I Heredia, Andjelka Pavlovic, Laura F Defina, Harold W Kohl, Maria E Fernandez

Faculty, Staff and Student Publications

School-based physical activity (PA) opportunities can help students engage in greater amounts of daily PA, meet PA guidelines, and lead to improved health and educational outcomes. However, we do not completely understand the organizational challenges to implementing these opportunities successfully. This exploratory study examined associations between school-level determinants and the implementation of school-based PA opportunities. We analyzed cross-sectional survey data from schools (n = 46) participating in the Healthy Zone School Program (HZSP) (Dallas, Texas, USA) during 2019-2020. Respondents completed an electronic survey that included measures of school-level determinants (e.g. culture, leadership, priority) and the implementation of school-based PA opportunities. …

An Excitatory Projection From The Basal Forebrain To The Ventral Tegmental Area That Underlies Anorexia-Like Phenotypes, Jing Cai, Yanyan Jiang, Yuanzhong Xu, Zhiying Jiang, Claire Young, Hongli Li, Joshua Ortiz-Guzman, Yizhou Zhuo, Yulong Li, Yong Xu, Benjamin R Arenkiel, Qingchun Tong

Faculty, Staff and Students Publications

Maladaptation in balancing internal energy needs and external threat cues may result in eating disorders. However, brain mechanisms underlying such maladaptations remain elusive. Here, we identified that the basal forebrain (BF) sends glutamatergic projections to glutamatergic neurons in the ventral tegmental area (VTA) in mice. Glutamatergic neurons in both regions displayed correlated responses to various stressors. Notably, in vivo manipulation of BF terminals in the VTA revealed that the glutamatergic BF → VTA circuit reduces appetite, increases locomotion, and elicits avoidance. Consistently, activation of VTA glutamatergic neurons reduced body weight, blunted food motivation, and caused hyperactivity with behavioral signs of …

Health Disparities: The Influence Of Black Celebrity Endorsers And Social Media Influencers On Consumption Habits Among African American Consumers, Dale A. Cake, Wooyang Kim

AMTP Proceedings 2024

This study examines the impact of celebrity and social media influencer endorsements on the dietary choices of African Americans, a group disproportionately affected by obesity and diabetes. It focuses on the role of limited access to healthy foods in impoverished communities and cultural influences. Using the source credibility model, the research assesses endorsements based on the endorser's attractiveness, expertise, and trustworthiness. The methodology involves a two-step approach: conducting semi-structured interviews with African American students to understand perceptions of food-related celebrity endorsements, followed by an experimental design using eye-tracking and galvanic skin response (GSR) technology. This design will evaluate reactions to …

The Association Between Cognitive Dysfunctions And Cardiovascular Disease Of Minority And Lgbtq+ Communities In The United States, Nathan G. De Shields

Walden Dissertations and Doctoral Studies

Dementia, the loss of cognitive acuity is an umbrella term of neuro-degenerative symptoms that impact an estimated 6.5 million Americans, and amid heart disease, cancers, and emerging viruses, such as COVID-19, has reportedly increased in prevalence. A cross-sectional study of secondary data from the National Health and Nutrition Examination Survey (NHANES) was conducted to analyze minority and non-heterosexual experiences of health risks found higher in prior studies of distress rates in LGBTQ+ adults. The socio-ecological framework was used to interpret the competing ecologies of social health determinants in natural and social settings. Literature reviews on cognitive dysfunction and other vascular …

Covid-19 Vaccine And Survival Of Diabetes Patient On Dialysis, Luis Guillermo De Jesús Iii Vega

Walden Dissertations and Doctoral Studies

No abstract provided.

African Americans’ Nutrition And Dietary Management Experiences To Mitigate Congestive Heart Failure, Chukwuemeke Joseph Onokwai

Walden Dissertations and Doctoral Studies

No abstract provided.

Ethnic Minorities And Family Health History: An Autoethnography Of Guyanese Americans And Kidney Disease, Dhaneesha R. Bahadur

Dissertations, Theses, and Capstone Projects

Exploring family health histories (FHHs) has emerged in recent years as an inexpensive genomic tool in public health. Families and clinicians can also use them to uncover family histories and experiences, which could inform better lifestyle choices to prevent or delay the onset of diseases. Exploring family health histories focuses on an individual’s genetic makeup and considers differences in lifestyle and environment. Despite national campaigns, it is an underutilized tool that could lead to engagement in effective strategies and better health outcomes. One important and serious condition that families should be more aware of is chronic kidney disease (CKD). One …

A34: Factors To Indicate Overweight For Youth From 5-11-Year-Old: Data Mining Tree Regression Application, Danji Lu, Yuanlong Liu

International Journal of Physical Activity and Health

Purpose: According to the World Health Organization, obesity has nearly tripled since 1975 in the U.S. (Obesity, n.d.). Considerable research was done to find reasons to deal with obesity. In last 10 year’s obesity related research, the major focuses were metabolic syndrome, physical activity, and eating disorder. In this study, two subsets of the National Health and Nutrition Examination Survey (2013-2014 NHANES) were used to test what variables were critical to indicate overweight of youth from 5- to 11-year-old. Dietary subset reflected nutrients obtained from foods, beverages, and water. Physical activity subset based on the Global Physical Activity …