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Influence of hydrometeorological risk factors on child diarrhea and enteropathogens in rural Bangladesh.
Grembi, Jessica A; Nguyen, Anna T; Riviere, Marie; Heitmann, Gabriella Barratt; Patil, Arusha; Athni, Tejas S; Djajadi, Stephanie; Ercumen, Ayse; Lin, Audrie; Crider, Yoshika; Mertens, Andrew; Karim, Md Abdul; Islam, Md Ohedul; Miah, Rana; Famida, Syeda L; Hossen, Md Saheen; Mutsuddi, Palash; Ali, Shahjahan; Rahman, Md Ziaur; Hussain, Zahir; Shoab, Abul K; Haque, Rashidul; Rahman, Mahbubur; Unicomb, Leanne; Luby, Stephen P; Arnold, Benjamin F; Bennett, Adam; Benjamin-Chung, Jade.
Affiliation
  • Grembi JA; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Nguyen AT; Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Riviere M; Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Heitmann GB; Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Patil A; Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Athni TS; Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America.
  • Djajadi S; Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America.
  • Ercumen A; Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, United States of America.
  • Lin A; Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, California, United States of America.
  • Crider Y; King Center on Global Development, Stanford University, Stanford, California, United States of America.
  • Mertens A; Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America.
  • Karim MA; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Islam MO; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Miah R; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Famida SL; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Hossen MS; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Mutsuddi P; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Ali S; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Rahman MZ; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Hussain Z; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Shoab AK; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Haque R; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Rahman M; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Unicomb L; Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
  • Luby SP; Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, United States of America.
  • Arnold BF; Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America.
  • Bennett A; Malaria Elimination Initiative, Global Health Group, University of California San Francisco, San Francisco, California, United States of America.
  • Benjamin-Chung J; PATH, Seattle, Washington, United States of America.
PLoS Negl Trop Dis ; 18(5): e0012157, 2024 May.
Article in En | MEDLINE | ID: mdl-38739632
ABSTRACT

BACKGROUND:

A number of studies have detected relationships between weather and diarrhea. Few have investigated associations with specific enteric pathogens. Understanding pathogen-specific relationships with weather is crucial to inform public health in low-resource settings that are especially vulnerable to climate change.

OBJECTIVES:

Our objectives were to identify weather and environmental risk factors associated with diarrhea and enteropathogen prevalence in young children in rural Bangladesh, a population with high diarrheal disease burden and vulnerability to weather shifts under climate change.

METHODS:

We matched temperature, precipitation, surface water, and humidity data to observational longitudinal data from a cluster-randomized trial that measured diarrhea and enteropathogen prevalence in children 6 months-5.5 years from 2012-2016. We fit generalized additive mixed models with cubic regression splines and restricted maximum likelihood estimation for smoothing parameters.

RESULTS:

Comparing weeks with 30°C versus 15°C average temperature, prevalence was 3.5% higher for diarrhea, 7.3% higher for Shiga toxin-producing Escherichia coli (STEC), 17.3% higher for enterotoxigenic E. coli (ETEC), and 8.0% higher for Cryptosporidium. Above-median weekly precipitation (median 13mm; range 0-396mm) was associated with 29% higher diarrhea (adjusted prevalence ratio 1.29, 95% CI 1.07, 1.55); higher Cryptosporidium, ETEC, STEC, Shigella, Campylobacter, Aeromonas, and adenovirus 40/41; and lower Giardia, sapovirus, and norovirus prevalence. Other associations were weak or null.

DISCUSSION:

Higher temperatures and precipitation were associated with higher prevalence of diarrhea and multiple enteropathogens; higher precipitation was associated with lower prevalence of some enteric viruses. Our findings emphasize the heterogeneity of the relationships between hydrometeorological variables and specific enteropathogens, which can be masked when looking at composite measures like all-cause diarrhea. Our results suggest that preventive interventions targeted to reduce enteropathogens just before and during the rainy season may more effectively reduce child diarrhea and enteric pathogen carriage in rural Bangladesh and in settings with similar meteorological characteristics, infrastructure, and enteropathogen transmission.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rural Population / Diarrhea Limits: Child, preschool / Female / Humans / Infant / Male Country/Region as subject: Asia Language: En Journal: PLoS Negl Trop Dis Journal subject: MEDICINA TROPICAL Year: 2024 Document type: Article Affiliation country: Estados Unidos

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rural Population / Diarrhea Limits: Child, preschool / Female / Humans / Infant / Male Country/Region as subject: Asia Language: En Journal: PLoS Negl Trop Dis Journal subject: MEDICINA TROPICAL Year: 2024 Document type: Article Affiliation country: Estados Unidos