Digital Commons Network^™

Exploring Transfer Learning In Chest Radiographic Images Within The Interplay Between Covid-19 And Diabetes, Muhammad Shoaib, Nasir Sayed, Babar Shah, Tariq Hussain, Ahmad Ali Alzubi, Sufian Ahmad Alzubi, Farman Ali

All Works

The intricate relationship between COVID-19 and diabetes has garnered increasing attention within the medical community. Emerging evidence suggests that individuals with diabetes may experience heightened vulnerability to COVID-19 and, in some cases, develop diabetes as a post-complication following the viral infection. Additionally, it has been observed that patients taking cough medicine containing steroids may face an elevated risk of developing diabetes, further underscoring the complex interplay between these health factors. Based on previous research, we implemented deep-learning models to diagnose the infection via chest x-ray images in coronavirus patients. Three Thousand (3000) x-rays of the chest are collected through freely …

Cervical Cancer Screening Modalities: A Study Of Decision-Making Processes, Heather N. Owens

USF Tampa Graduate Theses and Dissertations

This dissertation includes three studies, and the purpose was to explore cervical cancer screening adherence and factors related to screening behaviors among women.

The purpose of the first study was to examine cervical cancer screening recommendation adherence trends in a nationally representative sample using Behavioral Risk Factor Surveillance System 1995-2018 data. Adherence rates declined for every definition of adherence evaluated over time. Social determinants of health predictors and their impacts varied based on the years of data included in and the data source.

The second study examined the hypothesized factor structure underlying multiple scales (i.e., Health Belief Model constructs and …

Socio-Economic Factors And Its Influence On The Association Between Temperature And Dengue Incidence In 61 Provinces Of The Philippines, 2010–2019, Xerxes Seposo, Sary Valenzuela, Geminn Louis Apostol

Ateneo School of Medicine and Public Health Publications

Background

Temperature has a significant impact on dengue incidence, however, changes on the temperature-dengue relationship across axes of socio-economic vulnerability is not well described. This study sought to determine the association between dengue and temperature in multiple locations in the Philippines and explore the effect modification by socio-economic factors.

Method

Nationwide dengue cases per province from 2010 to 2019 and data on temperature were obtained from the Philippines’ Department of Health–Epidemiological Bureau and ERA5-land, respectively. A generalized additive mixed model (GAMM) with a distributed lag non-linear model was utilized to examine the association between temperature and dengue inci-dence. We further …

Examination Of Disparities In Prehospital Encounters For Pediatric Asthma Exacerbations, Lauren Riney, Sam Palmer, Erik Finlay, Andrew Bertrand, Shannon Burcham, Phyllis Hendry, Manish Shah, Kathryn Kothari, David W Ashby, Daniel Ostermayer, Olga Semenova, Benjamin N Abo, Benjamin Abes, Nichole Shimko, Emily Myers, Marshall Frank, Tim Turner, Mac Kemp, Kim Landry, Greg Roland, Jennifer N Fishe

Faculty, Staff and Student Publications

INTRODUCTION: There are disparities in multiple aspects of pediatric asthma care; however, prehospital care disparities are largely undescribed. This study's objective was to examine racial and geographic disparities in emergency medical services (EMS) medication administration to pediatric patients with asthma.

METHODS: This is a substudy of the Early Administration of Steroids in the Ambulance Setting: An Observational Design Trial, which includes data from pediatric asthma patients ages 2-18 years. We examined rates of EMS administration of systemic corticosteroids and inhaled bronchodilators by patient race. We geocoded EMS scene addresses, characterized the locations' neighborhood-based conditions and resources relevant to children using …

Social Determinants Of Health Impacting Access To Renal Dialysis For Racial/Ethnic Minorities, Joseph L. Mercen, Kiely Curran, Markeeta T. Belmar, Jaron Sanchez, Ibrahim Hasan, Sahib Kalra, Parth M. Raina, Sahil Patel, Dania Arrechavaleta, Vincent Lee, Paula Anderson

HPD Articles

Although widespread, the burden of disease presented by chronic kidney disease (CKD) is not equally distributed among all demographics. Examining the social determinants of health (SDOH) that relate to barriers to renal dialysis care in CKD can help to prevent future disparities. There has not been a study addressing the social factors that create barriers to care for ethnic minority patients with CKD. The aim of this scoping review is to address the SDOH that affects access to renal dialysis for ethnic minority patients in the United States. This study was based on the protocol published by the Joanna Briggs …

The Appalachian Gap In Preventable Hospitalizations: Are We Seeing Any Progress?, Rachel Hogg-Graham, Juan Lang, Teresa M. Waters

Journal of Appalachian Health

Introduction: Previous studies have documented geographic variation in preventable hospitalizations between rural and urban areas, but much less is known about preventable hospitalization patterns between heterogeneous rural areas. Unique challenges related to access of care and poverty may put the rural Appalachian Region at risk for higher rates of preventable hospitalizations.

Purpose: This study examines whether within-rural differences in Kentucky’s preventable hospitalization rates exist and how these differences may be changing over time.

Methods: Longitudinal and geographic trends in county-level preventable hospitalization rates were examined using Kentucky hospital discharge data from 2016 to 2019. Regression models were run to determine …

A Mixed Methods Approach To Understanding The Links Between Mining, Climate Change And Selected Health Outcomes In India, Mary J. Cheruvillil

Dissertations and Theses

Despite ample evidence of the significant role that mining activities play in determining health outcomes, in India there is a dearth of comprehensive health studies that draw linkages between mining and health. The purpose of the following study is to investigate the impact of mining activities on population health in India using three different methods: ecological multivariable regression, exploratory spatial data analysis (ESDA) and content analysis of government documents using a phenomenological approach. The first aim uses the ecological multivariable regression to examine associations between mining activities and children’s malnutrition outcomes at the district level. Census data, the Demographic Health …

Superficial Thrombophlebitis In Ipsilateral Breast After Covid-19 Vaccination, Zhichao Zhou, Patricia Q Tran, Alyssa M Adams, Kristopher Kieft, John A Breier, Caroline S Fortunato, Cody S Sheik, Julie A Huber, Meng Li, Gregory J Dick, Karthik Anantharaman

Faculty, Staff and Student Publications

In globally distributed deep-sea hydrothermal vent plumes, microbiomes are shaped by the redox energy landscapes created by reduced hydrothermal vent fluids mixing with oxidized seawater. Plumes can disperse over thousands of kilometers and their characteristics are determined by geochemical sources from vents, e.g., hydrothermal inputs, nutrients, and trace metals. However, the impacts of plume biogeochemistry on the oceans are poorly constrained due to a lack of integrated understanding of microbiomes, population genetics, and geochemistry. Here, we use microbial genomes to understand links between biogeography, evolution, and metabolic connectivity, and elucidate their impacts on biogeochemical cycling in the deep sea. Using …

Economic And Policy Determinants Of National Abortion Rates: A Cross-National Study, Olufunke Akiyode

Dissertations and Theses (Open Access)

Abortion is as old as humanity and exists in all cultures. The number and rate of abortions differ among countries and regions of the world. Some determinants of abortion may include economic indicators and policy restrictiveness. This study analyzes the economic and policy determinants of abortion by evaluating the association of income and policy on abortion rates. It uses a panel data regression to examine the association between income, Gini Coefficient and abortion rates. Gini Coefficient measures income inequality, and GNI represents a country’s income. Publicly available longitudinal data obtained from the World Bank, United Nations, United Nations Population Development …

Occupational Exposures Associated With Thyroid Cancer In The Thyroid Tumor And Cancer Collaborative Registry In The Integrated Cancer Center Repository For Cancer Research, James Buckley

Capstone Experience: Master of Public Health

Thyroid cancer is one of the fastest growing cancers in the United States, with the rate of new cases increasing from 5.2 per 100,000 in 1985 to 13.8 per 100,000 in 2019, with a peak of 14.5 per 100,000 in 2015. Increased thyroid cancer incidence is associated with certain occupations, including healthcare and agriculture. Most existing literature on occupational exposures and thyroid cancer evaluate their association in terms of occupation type and thyroid cancer, rather than specific occupational exposures and thyroid cancer. This study sought to utilize the wide range of occupational exposure data in the Integrated Cancer Center Repository …

Spatial Epidemiologic Analysis And Risk Factors For Nontuberculous Mycobacteria Infections, Missouri, Usa, 2008-2019, Carlos Mejia-Chew, Miguel A Chavez, Min Lian, Angela Mckee, Leighton Garrett, Thomas C Bailey, Andrej Spec, Mansi Agarwal, George Turabelidze

2020-Current year OA Pubs

Nontuberculous mycobacteria (NTM) infections are caused by environmental exposure. We describe spatial distribution of NTM infections and associations with sociodemographic factors and flooding in Missouri, USA. Our retrospective analysis of mycobacterial cultures reported to the Missouri Department of Health and Social Services surveillance system during January 1, 2008-December 31, 2019, detected geographic clusters of infection. Multilevel Poisson regression quantified small-area geographic variations and identified characteristics associated with risk for infection. Median county-level NTM infection rate was 66.33 (interquartile range 51-91)/100,000 persons. Risk of clustering was significantly higher in rural areas (rate ratio 2.82, 95% CI 1.90-4.19) and in counties with …

The Climate Effect On Covid-19: Lessons Learned From The Pandemic In Jakarta, Vernonia Yora Saki, Ema Novita Deniati, Yoerdy Agusmal Saputra, Dewi Susanna, Efendi Efendi

Kesmas

The global COVID-19 pandemic has presented humanity with difficult and unforeseeable hurdles. Among these challenges is understanding how climate-related aspects impact the survival of the SARS-CoV-2 virus. This study aimed to investigate the relationship between environmental factors, such as temperature, humidity, and rainfall, and the spread of COVID-19 cases in different regions. A time-and-place-based ecological study design was adopted, integrating geographic information systems and statistical techniques. Statistical testing revealed a significant association between humidity (p-value = 0.000; r = -0.777) and rainfall (p-value = 0.001; r = -0.561) with COVID-19 instances. However, no statistically significant relationship was found between temperature …

Reshaping Healthcare: A Bibliometric Analysis Of Lessons Learned In Post-Covid-19 Health Policy, Azliyana Azizan, Khairul Hafezad Abdullah, Sri Ratna Rahayu, Nadia Safirah Rusli, Nornajehah Tarmidzi

Kesmas

The COVID-19 pandemic has profoundly impacted health policy globally, leading to heightened concern and urgency. However, previous studies have been hampered by limited resources and insufficient discussions on the long-term implications for health policies following multiple COVID-19 waves. Thus, this study examined the evolution of international studies on post-COVID-19 health policy. A comprehensive analysis used well-known literature databases Scopus and Web of Science to explore parameters including publication growth, participating countries, areas of interest, and keyword analysis of topics such as"COVID-19" and "Health Policy." The United States emerged as an active participant, focusing on "Computer science." Key themes included "COVID-19 …

Effect Of Total Population, Population Density And Weighted Population Density On The Spread Of Covid-19 In Malaysia, Hui Shan Wong, Md Zobaer Hasan, Omar Sharif, Azizur Rahman

School of Mathematical & Statistical Sciences Faculty Publications

Since November 2019, most countries across the globe have suffered from the disastrous consequences of the Covid-19 pandemic which redefined every aspect of human life. Given the inevitable spread and transmission of the virus, it is critical to acknowledge the factors that catalyse transmission of the disease. This research investigates the relation of the external demographic parameters such as total population, population density and weighted population density on the spread of Covid-19 in Malaysia. Pearson correlation and simple linear regression were utilized to identify the relation between the population-related variables and the spread of Covid-19 in Malaysia using data from …

Circadian Disruption And Colorectal Cancer Incidence In Black Women, Lauren E Barber, Trang Vopham, Laura F White, Hemant K Roy, Julie R Palmer, Kimberly A Bertrand

Faculty, Staff and Students Publications

BACKGROUND: Animal and experimental studies suggest circadian disruption increases colorectal cancer risk, but evidence in humans is limited. We examined night shift work, chronotype, and residential position within a time zone, proxies for circadian disruption, in relation to colorectal cancer risk.

METHODS: Participants in the Black Women's Health Study, a prospective cohort of 59,000 Black American women established in 1995, reported history of night shift work and chronotype on follow-up questionnaires. Residential position within a time zone was estimated using participant addresses at each questionnaire cycle. Number of colorectal cancer cases and follow-up duration varied by analysis depending on timing …

Association Between Historical Neighborhood Redlining And Cardiovascular Outcomes Among Us Veterans With Atherosclerotic Cardiovascular Diseases, Salil V. Deo, Issam Motairek, Khurram Nasir, Amgad Mentias, Yakov Elgudin, Salim S. Virani, Sanjay Rajagopalan, Sadeer Al-Kindi

Office of the Provost

Importance: In the 1930s, the government-sponsored Home Owners' Loan Corporation (HOLC) established maps of US neighborhoods that identified mortgage risk (grade A [green] characterizing lowest-risk neighborhoods in the US through mechanisms that transcend traditional risk factors to grade D [red] characterizing highest risk). This practice led to disinvestments and segregation in neighborhoods considered redlined. Very few studies have targeted whether there is an association between redlining and cardiovascular disease.
Objective: To evaluate whether redlining is associated with adverse cardiovascular outcomes in US veterans.
Design, setting, and participants: In this longitudinal cohort study, US veterans were followed up (January 1, 2016, …

Trends And Seasonality Of Emergency Department Visits And Hospitalizations For Suicidality Among Children And Adolescents In The Us From 2016 To 2021, Youngran Kim, Trudy Millard Krause, Scott D Lane

Faculty, Staff and Student Publications

IMPORTANCE: The detection of seasonal patterns in suicidality should be of interest to clinicians and US public health officials, as intervention efforts can benefit by targeting periods of heightened risk.

OBJECTIVES: to examine recent trends in suicidality rates, quantify the seasonality in suicidality, and demonstrate the disrupted seasonality patterns during the spring 2020 COVID-19-related school closures among US children and adolescents.

DESIGN, SETTING, AND PARTICIPANTS: This population-based, descriptive cross-sectional study used administrative claims data from Optum's deidentifed Clinformatics Data Mart Database. Participants included children aged 10 to 12 years and adolescents aged 13 to 18 years who were commercially insured …

Association Between Historical Neighborhood Redlining And Cardiovascular Outcomes Among Us Veterans With Atherosclerotic Cardiovascular Diseases, Salil V Deo, Issam Motairek, Khurram Nasir, Amgad Mentias, Yakov Elgudin, Salim S Virani, Sanjay Rajagopalan, Sadeer Al-Kindi

Faculty, Staff and Students Publications

Importance: In the 1930s, the government-sponsored Home Owners' Loan Corporation (HOLC) established maps of US neighborhoods that identified mortgage risk (grade A [green] characterizing lowest-risk neighborhoods in the US through mechanisms that transcend traditional risk factors to grade D [red] characterizing highest risk). This practice led to disinvestments and segregation in neighborhoods considered redlined. Very few studies have targeted whether there is an association between redlining and cardiovascular disease.

Objective: To evaluate whether redlining is associated with adverse cardiovascular outcomes in US veterans.

Design, setting, and participants: In this longitudinal cohort study, US veterans were followed up (January 1, 2016, …

Growing South Dakota (Summer 2023), College Of Agriculture, Food And Environmental Sciences

Growing South Dakota (Publication of the College of Agriculture, Food and Environmental Sciences)

3 SDSU Little International Celebrates 100 years of Tradition
7 2023 CAFES Celebration of Faculty Excellence
11 South Dakota Agricultural Experiment Station Locations and Research Initiatives
15 Every Acre Counts
16 Undergraduate Research
19 Tanner Sloan: South Dakota State Wrestler & Animal Science Student Takes Home NCAA Division I & U23 World Silver Medals
21 2023 CAFES Outstanding Seniors
23 Robert Streeter: International Advocate for Wildlife Conservation
25 Collegiate Cattlemen's Club
27 Jim and Melody Mielke: Lifelong Donors Contribute to Agriculture in More Ways than One
29 Jackrabbits Now and Then

Association Between Sars-Cov-2 Variants And Frequency Of Acute Symptoms: Analysis Of A Multi-Institutional Prospective Cohort Study-December 20, 2020-June 20, 2022., Ralph C, Wang, Michael Gottlieb, Juan Carlos C. Montoy, Robert M. Rodriguez, Huihui Yu, Erica S. Spatz, Christopher W. Chandler, Joann G. Elmore, Paavali A. Hannikainen, Anna Marie Chang, Mandy Hill, Ryan M. Huebinger, Ahamed H. Idris, Katherine Koo, Shu-Xia Li, Samuel Mcdonald, Graham Nichol, Kelli N. O'Laughlin, Ian D. Plumb, Michelle Santangelo, Sharon Saydah, Kari A. Stephens, Arjun K. Venkatesh, Robert A. Weinstein

Department of Emergency Medicine Faculty Papers

Background: While prior work examining severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern focused on hospitalization and death, less is known about differences in clinical presentation. We compared the prevalence of acute symptoms across pre-Delta, Delta, and Omicron.

Methods: We conducted an analysis of the Innovative Support for Patients with SARS-CoV-2 Infections Registry (INSPIRE), a cohort study enrolling symptomatic SARS-CoV-2-positive participants. We determined the association between the pre-Delta, Delta, and Omicron time periods and the prevalence of 21 coronavirus disease 2019 (COVID-19) acute symptoms.

Results: We enrolled 4113 participants from December 2020 to June 2022. Pre-Delta vs Delta …

Development Of A Ddpcr Multiplex To Measure The Immune Response To Borrelia Burgdorferi., Kailey Marie Mccain

USF Tampa Graduate Theses and Dissertations

Zoonotic diseases account for a significant proportion of emerging infectious diseases (EIDs), with their dynamics being heavily influenced by the environment. While the effects of the environment on population-level disease dynamics have been extensively studied, there is limited research investigating the impact of the environment on individual-level disease susceptibility and transmission. This study aims to fill this gap by creating a tool to examine the variation in immune response to Borrelia burgdorferi, the causative agent of Lyme Disease, in two competent host species, Peromyscus leucopus and Peromyscus maniculatus. Two triplex droplet digital polymerase chain reaction (ddPCR) assays were developed to …

County Incidence And Geospatial Trends Of Early-Onset Hypertensive Disorders Of Pregnancy In Kentucky, 2008-2017, Courtney J. Walker, Anna Kucharska-Newton, Steven R. Browning, W. Jay Christian

UK CARES Faculty Publications

Background Early‑onset hypertensive disorders of pregnancy (eHDP) are associated with more severe maternal and infant outcomes than later‑onset disease. However, little has been done to evaluate population‑level trends. Therefore, in this paper, we seek to address this understudied area by describing the geospatial and temporal patterns of county‑level incidence of eHDP and assessing county‑level demographics that may be associated with an increased incidence of eHDP.

Methods Employing Kentucky certificates of live and stillbirth from 2008–2017, this ecological study detected county‑level clusters of early‑onset hypertensive disorders of pregnancy using SaTScan, calculated average annual percent change (AAPC) with a join point analysis, …

A Systematic Literature Review Of Telehealth For Health Equity In Pediatric And Women's Health Care: Promise Vs Reality, Sharanya Chandu

Honors Scholar Theses

Background: Telehealth interventions can transform the healthcare system to improve accessibility, quality of care, and outcomes for women’s obstetric health.

Objective: This literature review seeks to summarize current research to understand the effect of telehealth on women’s obstetrics and gynecology outcomes.

Methods: A literature review was conducted following the PRISMA methodology to identify a set of papers containing information related to obstetrics and maternal health. The search terms used identified telehealth or telemedicine interventions used for obstetric, maternal, or prenatal care from the period 2013-2023. 19 articles were identified and reviewed.

Results: The literature review considered three primary aspects from …

The Neuroprotective Role Of Vitamin D In Humans With A Traumatic Brain Injury: A Systematic Review, Hailey Jarr

Theses and Dissertations

Traumatic brain injuries (TBI) are a leading cause of death worldwide. Previous research supports a relationship between vitamin D and TBI outcomes; however, they rely on animal studies. This review aimed to examine the neuroprotective role of vitamin D in humans with TBIs. A search was completed (PubMed and Scopus) following PRISMA guidelines to review publications investigating the relationship between vitamin D deficiency (VDD) and TBI or the effect of vitamin D supplementation on TBI outcomes; 8 studies were identified. Patients had the
/="/">following ranges: 26-88% deficiency and 62-88% insufficiency compared to 24% and 49% of the general population. …

The Efficacy Of An Educational Toolkit To Enhance Knowledge Of Pediatric Reflux Management Among Occupational Therapists, Kelly Cullerton

UNLV Theses, Dissertations, Professional Papers, and Capstones

This manuscript describes a quality improvement project completed by a student in the University of Nevada Las Vegas Occupational Therapy Doctorate Program. The project tests the efficacy of an educational toolkit for occupational therapists staffed at an acute care hospital in Las Vegas, Nevada, to increase their perceived knowledge of and ability to educate families on conservative management techniques for pediatric reflux management. Results indicate that the toolkit demonstrated efficacy in achieving this objective. The toolkit provided useful staff education and parent handouts for the occupational therapists to utilize in patient care as appropriate. This project’s ultimate aim was to …

Online Dashboards For Sars-Cov-2 Wastewater Data Need Standard Best Practices: An Environmental Health Communication Agenda., Colleen C. Naughton, Rochelle H. Holm, Nancy J. Lin, Brooklyn P. James, Ted Smith

Faculty and Staff Scholarship

The COVID-19 pandemic has highlighted the benefits of wastewater surveillance to supplement clinical data. Numerous online information dashboards have been rapidly, and typically independently, developed to communicate environmental surveillance data to public health officials and the public. In this study, we review dashboards presenting SARS-CoV-2 wastewater data and propose a path toward harmonization and improved risk communication. A list of 127 dashboards representing 27 countries was compiled. The variability was high and encompassed aspects including the graphics used for data presentation (e.g., line/bar graphs, maps, and tables), log versus linear scale, and 96 separate ways of labeling SARS-CoV-2 wastewater concentrations. …

“Back To The Jungle”: Investigating Rats, Grass, Scrub Typhus, And Plantations In Malaya, 1924–1974, Jack Greatrex

Research Collection College of Integrative Studies

In this article, I examine epidemiological research into scrub typhus in British Malaya between 1924 and 1974. Interwar research, I show, explained the incidence of the disease through conjunctions of rats, mites, plantations, lalang grass, and “jungle.” In the process, interwar researchers bridged a novel scientific vocabulary centering on disease “reservoirs” with older suspicions of plantations enabling “pests,” as well as with a later, explicitly ecological understanding of infectious disease. In exploring this history I thereby help to re-historicize the emergence of ecological notions of disease reservoirs, whilst also pushing at the limit-points of influential notions of “tropicality.”

Elementary Classroom Views Of Nature Are Associated With Lower Child Externalizing Behavior Problems, Amber L. Pearson, Catherine D. Brown, Aaron Reuben, Natalie Nicholls, Karin A. Pfeiffer, Kimberly A. Clevenger

Kinesiology and Health Science Faculty Publications

Exposure to nature views has been associated with diverse mental health and cognitive capacity benefits. Yet, much of this evidence was derived in adult samples and typically only involves residential views of nature. Findings from studies with children suggest that when more greenness is available at home or school, children have higher academic performance and have expedited attention restoration, although most studies utilize coarse or subjective assessments of exposure to nature and largely neglect investigation among young children. Here, we investigated associations between objectively measured visible nature at school and children's behavior problems (attention and externalizing behaviors using the Brief …

Modeling Collective Cell Behavior In Cancer: Perspectives From An Interdisciplinary Conversation, Frederick R Adler, Alexander R A Anderson, Abhinav Bhushan, Paul Bogdan, Jose Javier Bravo-Cordero, Amy Brock, Yun Chen, Edna Cukierman, Kathleen E Delgiorno, Gerald V Denis, Meghan C Ferrall-Fairbanks, Zev Jordan Gartner, Ronald N Germain, Deborah M Gordon, Ginger Hunter, Mohit Kumar Jolly, Loukia Georgiou Karacosta, Karthikeyan Mythreye, Parag Katira, Rajan P Kulkarni, Matthew L Kutys, Arthur D Lander, Ashley M Laughney, Herbert Levine, Emil Lou, Pedro R Lowenstein, Kristyn S Masters, Dana Pe'er, Shelly R Peyton, Manu O Platt, Jeremy E Purvis, Gerald Quon, Jennifer K Richer, Nicole C Riddle, Analiz Rodriguez, Joshua C Snyder, Gregory Lee Szeto, Claire J Tomlin, Itai Yanai, Ioannis K Zervantonakis, Hannah Dueck

Faculty, Staff and Student Publications

Collective cell behavior contributes to all stages of cancer progression. Understanding how collective behavior emerges through cell-cell interactions and decision-making will advance our understanding of cancer biology and provide new therapeutic approaches. Here, we summarize an interdisciplinary discussion on multicellular behavior in cancer, draw lessons from other scientific disciplines, and identify future directions.

Environmental And Social Factors Associated With High Chronic Kidney Disease Mortality Rates In Municipalities Of Guatemala: An Ecological Study Of Municipal-Level Mortality Data, Alejandro Cerón

Anthropology: Faculty Scholarship

The purpose of this study was to determine the association between social and environmental indicators and high mortality rates from chronic kidney disease (CKD) in municipalities of Guatemala. An ecological study of municipal-level factors associated with CKD mortality in Guatemala was conducted. Crude mortality rates were calculated for the 2009–2019 period for each of the country’s 340 municipalities, by gender and age groups. Municipal-level social and environmental indicators were used as independent variables. Linear regression was used for bivariate and multivariate analysis. A total of 28,723 deaths from CKD were documented for the 2009–2019 period. Average crude mortality rate for …