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Nguyen AT, Heitmann GB, Mertens A, Ashraf S, Rahman MZ, Ali S, Rahman M, Arnold BF, Grembi JA, Lin A, Ercumen A, Benjamin-Chung J. Pathways through which water, sanitation, hygiene, and nutrition interventions reduce antibiotic use in young children: a mediation analysis of a cohort nested within a cluster-randomized trial. EClinicalMedicine 2025; 82:103147. [PMID: 40123738 PMCID: PMC11928822 DOI: 10.1016/j.eclinm.2025.103147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 02/14/2025] [Accepted: 02/19/2025] [Indexed: 03/25/2025] Open
Abstract
Background Low-cost, household-level water, sanitation, and hygiene (WASH) and nutrition interventions can reduce pediatric antibiotic use, but the mechanism through which interventions reduce antibiotic use has not been investigated. Methods We conducted a causal mediation analysis using data collected between September 2013 and October 2015 from a cohort nested within the WASH Benefits Bangladesh cluster-randomized trial (NCT01590095). Among a subsample of children within the WASH, nutrition, nutrition + WASH, and control arms (N = 1409 children; 267 clusters), we recorded caregiver-reported antibiotic use at ages 14 and 28 months and collected stool at age 14 months. Our primary outcome was any caregiver-reported antibiotic use by index children within the past 30 or 90 days measured at age 14 and 28 months. Mediators included caregiver-reported child diarrhea, acute respiratory infection (ARI), and fever; and enteric pathogen carriage in stool measured by qPCR. Both intervention-mediator and mediator-outcome models were controlled for mediator-outcome confounders. Findings The receipt of any WASH or nutrition intervention reduced caregiver-reported antibiotic use through all pathways in the past month by 5.5 percentage points (95% CI 1.2, 9.9), from 49.5% (95% CI 45.9%, 53.0%) in the control group to 45.0% (95% CI 42.7%, 47.2%) in the pooled intervention group. When separating this effect into different pathways, we found that interventions reduced antibiotic use by 0.6 percentage points (95% CI 0.1, 1.3) through reduced diarrhea, 0.7 percentage points (95% CI 0.1, 1.5) through reduced ARI with fever, and 1.5 percentage points (95% CI 0.4, 3.0) through reduced prevalence of enteric viruses. Interventions reduced antibiotic use through any of these measured mediators by 2.1 percentage points (95% CI -0.3, 4.5). Interpretation WASH and nutrition interventions reduced pediatric antibiotic use through the prevention of enteric and respiratory infections in a rural, low-income population. Given that many of these infections are caused by viruses or parasites, WASH and nutrition interventions may help reduce inappropriate antibiotic use in similar settings. Funding Bill & Melinda Gates Foundation, National Institute of Allergy and Infectious Diseases.
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Affiliation(s)
- Anna T. Nguyen
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
| | - Gabby Barratt Heitmann
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
| | - Andrew Mertens
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Sania Ashraf
- Environmental Interventions Unit, Health System and Population Studies Division, icddr,b, Dhaka, 1212, Bangladesh
| | - Md Ziaur Rahman
- Department of Microbiology and Environmental Toxicology, UC Santa Cruz, Santa Cruz, CA, USA
| | - Shahjahan Ali
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbub Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Benjamin F. Arnold
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
| | - Jessica A. Grembi
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, UC Santa Cruz, Santa Cruz, CA, USA
| | - Ayse Ercumen
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, USA
| | - Jade Benjamin-Chung
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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2
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Kawabe H, Manfio L, Magana Pena S, Zhou NA, Bradley KM, Chen C, McLendon C, Benner SA, Levy K, Yang Z, Marchand JA, Fuhrmeister ER. Harnessing Non-standard Nucleic Acids for Highly Sensitive Icosaplex (20-Plex) Detection of Microbial Threats for Environmental Surveillance. ACS Synth Biol 2025; 14:470-484. [PMID: 39898969 PMCID: PMC11854376 DOI: 10.1021/acssynbio.4c00619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 01/13/2025] [Accepted: 01/17/2025] [Indexed: 02/04/2025]
Abstract
Environmental surveillance and clinical diagnostics heavily rely on the polymerase chain reaction (PCR) for target detection. A growing list of microbial threats warrants new PCR-based detection methods that are highly sensitive, specific, and multiplexable. Here, we introduce a PCR-based icosaplex (20-plex) assay for detecting 18 enteropathogen and two antimicrobial resistance genes. This multiplexed PCR assay leverages the self-avoiding molecular recognition system (SAMRS) to avoid primer dimer formation, the artificially expanded genetic information system (AEGIS) for amplification specificity, and next-generation sequencing for amplicon identification. Using parallelized multitarget TaqMan Array Cards (TAC) to benchmark performance of the 20-plex assay on wastewater, soil, and human stool samples, we found 90% agreement on positive calls and 89% agreement on negative calls. Additionally, we show how long-read and short-read sequencing information from the 20-plex can be used to further classify allelic variants of genes and distinguish subspecies. The strategy presented offers sensitive, affordable, and robust multiplex detection that can be used to support efforts in wastewater-based epidemiology, environmental monitoring, and human/animal diagnostics.
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Affiliation(s)
- Hinako Kawabe
- Chemical
Engineering, University of Washington, Seattle, Washington 98195, United States
| | - Luran Manfio
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
| | - Sebastian Magana Pena
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
| | - Nicolette A. Zhou
- Department
of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Kevin M. Bradley
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
- Firebird
Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, Florida 32615, United States
| | - Cen Chen
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
- Firebird
Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, Florida 32615, United States
| | - Chris McLendon
- Firebird
Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, Florida 32615, United States
| | - Steven A. Benner
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
- Firebird
Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, Florida 32615, United States
| | - Karen Levy
- Department
of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington 98195, United States
| | - Zunyi Yang
- Foundation
for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, Florida 32615, United States
- Firebird
Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, Florida 32615, United States
| | - Jorge A. Marchand
- Chemical
Engineering, University of Washington, Seattle, Washington 98195, United States
- Molecular
Engineering and Science Institute, University
of Washington, Seattle, Washington 98195, United States
| | - Erica R. Fuhrmeister
- Department
of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington 98195, United States
- Molecular
Engineering and Science Institute, University
of Washington, Seattle, Washington 98195, United States
- Civil and
Environmental Engineering, University of
Washington, Seattle, Washington 98195, United States
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3
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Das R, Hossain MN, Levine MM, Kotloff KL, Nasrin D, Hossain MJ, Omore R, Sur D, Ahmed T, Breiman RF, Faruque ASG, Freeman MC. Impact of water, sanitation, and hygiene indicators on enteric viral pathogens among under-5 children in low resource settings. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 961:178401. [PMID: 39787644 PMCID: PMC11999324 DOI: 10.1016/j.scitotenv.2025.178401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 12/01/2024] [Accepted: 01/03/2025] [Indexed: 01/12/2025]
Abstract
Poor water, sanitation, and hygiene (WASH) are the primary risks of exposure to enteric viral infection. Our study aimed to describe the role of WASH conditions and practices as risk factors for enteric viral infections in children under 5. Literature on the risk factors associated with all-cause diarrhea masks the taxa-specific drivers of diarrhea from specific pathogens, limiting the application of relevant control strategies. We analyzed data from children enrolled in the Global Enteric Multicenter Study (GEMS) across seven study sites between December 2007 and March 2011 as cases (moderate-to-severe diarrhea: MSD) and asymptomatic controls. MSD was defined as new and acute diarrhea, with at least one of the following criteria for MSD: dehydration based on the study clinician's assessment, dysentery, or hospitalization with diarrhea or dysentery. Multiple logistic regression was used to examine the role of water quality, sanitation access, and hygiene facilities on the enteric viral pathogens adjusted for potential covariates. Among MSD symptomatic children (cases), longer water retrieval time (≥15 vs <15 min) was associated with increased Norovirus (aOR 1.33, 95 % CI 1.08-1.64) and Astrovirus (aOR 1.43, 95 % CI 1.01-2.02); scooping as drinking water retrieval method was associated with lower Rotavirus (aOR 0.77, 95 % CI 0.62-0.96), but higher Adenovirus (aOR 2.3, 95 % CI 1.32-4.11) infection compared to non-users. Among asymptomatic children (controls), consumption of non-tube well drinking water was associated with higher Norovirus infection (aOR 1.38, 95 % CI 1.01-1.89). Longer drinking water retrieval time (≥15 vs <15 min) increased Norovirus (aOR 1.47, 95 % CI 1.21-1.78) and Rotavirus (aOR 1.51, 95 % CI 1.20-1.89) infections. Pouring (aOR 0.51, 95 % CI 0.32-0.83) or scooping drinking water with a cup (aOR: 0.52; 95 % CI: 0.32, 0.86) lower Astrovirus infection; restricted water access (aOR 1.57, 95 % CI 1.21-2.02) higher Rotavirus infection. Handwashing before cooking was associated with lower Astrovirus (aOR 0.64, 95 % CI 0.47-0.88) infection in asymptomatic children. Our analysis did not find a significant effect of poor sanitation on different enteric viral pathogens examined. Norovirus and Astrovirus were detected more commonly in sub-Saharan Africa while Rotavirus was less prevalent than South Asia. Though we found statistically significant associations, we did not observe any overall pattern between WASH and enteric viral pathogens. Our findings provide insights to guide further research on targeted interventions for enteric viral pathogens, responsible for a major burden of pediatric diarrhea globally.
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Affiliation(s)
- Rina Das
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA; Nutrition Research Division, icddr,b, Dhaka 1212, Bangladesh.
| | - Md Nasif Hossain
- Division of Infectious Diseases and International Health, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Myron M Levine
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Karen L Kotloff
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Dilruba Nasrin
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - M Jahangir Hossain
- Medical Research Council Unit The Gambia at the London School of Hygiene & Tropical Medicine, Fajara, the Gambia
| | - Richard Omore
- Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Dipika Sur
- National Institute of Cholera and Enteric Diseases, Kolkata, West Bengal, India
| | - Tahmeed Ahmed
- Nutrition Research Division, icddr,b, Dhaka 1212, Bangladesh; James P. Grant School of Public Health, BRAC University, Dhaka 1212, Bangladesh; Department of Global Health, University of Washington, Seattle, WA 98104, USA
| | - Robert F Breiman
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - A S G Faruque
- Nutrition Research Division, icddr,b, Dhaka 1212, Bangladesh
| | - Matthew C Freeman
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
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Ercumen A, Mertens AN, Butzin-Dozier Z, Jung DK, Ali S, Achando BS, Rao G, Hemlock C, Pickering AJ, Stewart CP, Tan ST, Grembi JA, Benjamin-Chung J, Wolfe M, Ho GG, Rahman MZ, Arnold CD, Dentz HN, Njenga SM, Meerkerk T, Chen B, Nadimpalli M, Islam MA, Hubbard AE, Null C, Unicomb L, Rahman M, Colford JM, Luby SP, Arnold BF, Lin A. Water, sanitation, handwashing, and nutritional interventions can reduce child antibiotic use: evidence from Bangladesh and Kenya. Nat Commun 2025; 16:556. [PMID: 39788996 PMCID: PMC11718192 DOI: 10.1038/s41467-024-55801-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 12/30/2024] [Indexed: 01/12/2025] Open
Abstract
Antibiotics can trigger antimicrobial resistance and microbiome alterations. Reducing pathogen exposure and undernutrition can reduce infections and antibiotic use. We assess effects of water, sanitation, handwashing (WSH) and nutrition interventions on caregiver-reported antibiotic use in Bangladesh and Kenya, longitudinally measured at three timepoints among birth cohorts (ages 3-28 months) in a cluster-randomized trial. Over 50% of children used antibiotics at least once in the 90 days preceding data collection. In Bangladesh, the prevalence of antibiotic use was 10-14% lower in groups receiving WSH (prevalence ratio [PR] = 0.90 (0.82-0.99)), nutrition (PR = 0.86 (0.78-0.94)), and nutrition+WSH (PR = 0.86 (0.79-0.93)) interventions. The prevalence of using antibiotics multiple times was 26-35% lower in intervention arms. Reductions were largest when the birth cohort was younger. In Kenya, interventions did not affect antibiotic use. In this work, we show that improving WSH and nutrition can reduce antibiotic use. Studies should assess whether such reductions translate to reduced antimicrobial resistance.
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Affiliation(s)
- Ayse Ercumen
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, USA.
| | - Andrew N Mertens
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Zachary Butzin-Dozier
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Da Kyung Jung
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Shahjahan Ali
- Environmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Gouthami Rao
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Caitlin Hemlock
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Amy J Pickering
- Department of Civil and Environmental Engineering, Blum Center for Developing Economies, University of California, Berkeley, Berkeley, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Christine P Stewart
- Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | - Sophia T Tan
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Jessica A Grembi
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Jade Benjamin-Chung
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
| | - Marlene Wolfe
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Gene G Ho
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Md Ziaur Rahman
- Environmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Charles D Arnold
- Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | - Holly N Dentz
- Institute for Global Nutrition, University of California, Davis, Davis, CA, USA
| | | | | | - Belinda Chen
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Maya Nadimpalli
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Mohammad Aminul Islam
- Paul G. Allen School for Global Health, Washington State University, Pullman, WA, USA
| | - Alan E Hubbard
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Clair Null
- Mathematica Policy Research, Washington, DC, USA
| | - Leanne Unicomb
- Environmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbubur Rahman
- Environmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
- Global Health and Migration Unit, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - John M Colford
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Benjamin F Arnold
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
| | - Audrie Lin
- University of California, Santa Cruz, Santa Cruz, CA, USA
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5
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Nguyen A, Heitmann GB, Mertens A, Ashraf S, Rahman MZ, Ali S, Rahman M, Arnold BF, Grembi JA, Lin A, Ercumen A, Benjamin-Chung J. Pathways through which water, sanitation, hygiene, and nutrition interventions reduce antibiotic use in young children: a mediation analysis of a cluster-randomized trial. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.13.24315425. [PMID: 39484244 PMCID: PMC11527083 DOI: 10.1101/2024.10.13.24315425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Background Low-cost, household-level water, sanitation, and hygiene (WASH) and nutrition interventions can reduce pediatric antibiotic use, but the mechanism through which interventions reduce antibiotic use has not been investigated. Methods We conducted a causal mediation analysis using data from the WASH Benefits Bangladesh cluster-randomized trial (NCT01590095). Among a subsample of children within the WSH, nutrition, nutrition+WSH, and controls arms (N=1,409), we recorded caregiver-reported antibiotic use at ages 14 and 28 months and collected stool at age 14 months. Mediators included caregiver-reported child diarrhea, acute respiratory infection (ARI), and fever; and enteric pathogen carriage in stool measured by qPCR. Models controlled for mediator-outcome confounders. Findings The receipt of any WSH or nutrition intervention reduced antibiotic use in the past month by 5.5 percentage points (95% CI 1.2, 9.9) through all pathways, from 49.5% (95% CI 45.9%, 53.0%) in the control group to 45.0 % (95% CI 42.7%, 47.2%) in the pooled intervention group. Interventions reduced antibiotic use by 0.6 percentage points (95% CI 0.1, 1.3) through reduced diarrhea, 0.7 percentage points (95% CI 0.1, 1.5) through reduced ARI with fever, and 1.8 percentage points (95% CI 0.5, 3.5) through reduced prevalence of enteric viruses. Interventions reduced antibiotic use through any mediator by 2.5 percentage points (95% CI 0.2, 5.3). Interpretation Our findings bolster a causal interpretation that WASH and nutrition interventions reduced pediatric antibiotic use through reduced infections in a rural, low-income population. Funding Bill & Melinda Gates Foundation, National Institute of Allergy and Infectious Diseases.
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Affiliation(s)
- Anna Nguyen
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
| | - Gabby Barratt Heitmann
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
| | - Andrew Mertens
- Division of Epidemiology and Biostatistics, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Sania Ashraf
- Environmental Interventions Unit, Health System and Population Studies Division, icddr,b, Dhaka 1212, Bangladesh
| | - Md Ziaur Rahman
- Department of Microbiology and Environmental Toxicology, UC Santa Cruz, Santa Cruz, CA, USA
| | - Shahjahan Ali
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbub Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Benjamin F. Arnold
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
| | - Jessica A. Grembi
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, UC Santa Cruz, Santa Cruz, CA, USA
| | - Ayse Ercumen
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC, USA
| | - Jade Benjamin-Chung
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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6
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Chac D, Slater DM, Guillaume Y, Dunmire CN, Ternier R, Vissières K, Juin S, Lucien MAB, Boncy J, Sanchez VM, Dumayas MG, Augustin GC, Bhuiyan TR, Qadri F, Chowdhury F, Khan AI, Weil AA, Ivers LC, Harris JB. Association between chlorine-treated drinking water, the gut microbiome, and enteric pathogen burden in young children in Haiti: An observational study. Int J Infect Dis 2024; 147:107165. [PMID: 38977240 PMCID: PMC11500667 DOI: 10.1016/j.ijid.2024.107165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 06/18/2024] [Accepted: 07/03/2024] [Indexed: 07/10/2024] Open
Abstract
OBJECTIVE The effects of sanitation and hygiene interventions on the gut microbiome and enteric pathogen burden are not well understood. We measured the association between free chlorine residue (FCR) levels in drinking water, microbiome composition, and stool enteric pathogens in infants and young children in Haiti. METHODS FCR levels were measured in household drinking water and enteric pathogen burden was evaluated using multiplex RT-PCR of stool among 131 children from one month to five years of age living in Mirebalais, Haiti. Microbiome profiling was performed using metagenomic sequencing. RESULTS Most individuals lived in households with undetectable FCR measured in the drinking water (112/131, 86%). Detection of enteric pathogen DNA in stool was common and did not correlate with household water FCR. The infant microbiome in households with detectable FCR demonstrated reduced richness (fewer total number of species, P = 0.04 Kruskall-Wallis test) and less diversity by Inverse Simpson measures (P = 0.05) than households with undetectable FCR. Infants in households with a detectable FCR were more likely to have abundant Bifidobacterium. Using in vitro susceptibility testing, we found that some Bifidobacterium species were resistant to chlorine. CONCLUSIONS FCR in household drinking water did not correlate with enteric pathogen burden in our study.
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Affiliation(s)
- Denise Chac
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Damien M Slater
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Yodeline Guillaume
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | | | - Ralph Ternier
- Partners In Health/Zanmi Lasante, Croix des Bouquets, Haiti
| | | | - Stanley Juin
- United States Centers for Disease Control and Prevention, Port-au-Prince, Haiti
| | | | - Jacques Boncy
- National Laboratory of Public Health, Port-au-Prince, Haiti
| | - Vanessa M Sanchez
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Mia G Dumayas
- Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Taufiqur R Bhuiyan
- International Center for Diarrheal Disease Research, Bangladesh, Vaccine Sciences, Dhaka, Bangladesh
| | - Firdausi Qadri
- International Center for Diarrheal Disease Research, Bangladesh, Vaccine Sciences, Dhaka, Bangladesh
| | - Fahima Chowdhury
- International Center for Diarrheal Disease Research, Bangladesh, Vaccine Sciences, Dhaka, Bangladesh
| | - Ashraful I Khan
- International Center for Diarrheal Disease Research, Bangladesh, Vaccine Sciences, Dhaka, Bangladesh
| | - Ana A Weil
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA.
| | - Louise C Ivers
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Jason B Harris
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA; Center for Global Health, Massachusetts General Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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7
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Kawabe H, Manfio L, Pena SM, Zhou NA, Bradley KM, Chen C, McLendon C, Benner SA, Levy K, Yang Z, Marchand JA, Fuhrmeister ER. Harnessing non-standard nucleic acids for highly sensitive icosaplex (20-plex) detection of microbial threats. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.09.24313328. [PMID: 39314929 PMCID: PMC11419210 DOI: 10.1101/2024.09.09.24313328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Environmental surveillance and clinical diagnostics heavily rely on the polymerase chain reaction (PCR) for target detection. A growing list of microbial threats warrants new PCR-based detection methods that are highly sensitive, specific, and multiplexable. Here, we introduce a PCR-based icosaplex (20-plex) assay for detecting 18 enteropathogen and two antimicrobial resistance genes. This multiplexed PCR assay leverages the self-avoiding molecular recognition system (SAMRS) to avoid primer dimer formation, the artificially expanded genetic information system (AEGIS) for amplification specificity, and next-generation sequencing for amplicon identification. We benchmarked this assay using a low-cost, portable sequencing platform (Oxford Nanopore) on wastewater, soil, and human stool samples. Using parallelized multi-target TaqMan Array Cards (TAC) to benchmark performance of the 20-plex assay, there was 74% agreement on positive calls and 97% agreement on negative calls. Additionally, we show how sequencing information from the 20-plex can be used to further classify allelic variants of genes and distinguish sub-species. The strategy presented offers sensitive, affordable, and robust multiplex detection that can be used to support efforts in wastewater-based epidemiology, environmental monitoring, and human/animal diagnostics.
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Affiliation(s)
- Hinako Kawabe
- Chemical Engineering, University of Washington, Seattle, WA, 98195, USA
| | - Luran Manfio
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
| | - Sebastian Magana Pena
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
| | - Nicolette A. Zhou
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Seattle, WA, 98195, USA
| | - Kevin M. Bradley
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
- Firebird Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, FL 32615, USA
| | - Cen Chen
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
- Firebird Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, FL 32615, USA
| | - Chris McLendon
- Firebird Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, FL 32615, USA
| | - Steven A. Benner
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
- Firebird Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, FL 32615, USA
| | - Karen Levy
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Seattle, WA, 98195, USA
| | - Zunyi Yang
- Foundation for Applied Molecular Evolution (FfAME), 13709 Progress Blvd, Alachua, FL 32615, USA
- Firebird Biomolecular Sciences LLC, 13709 Progress Blvd, Box 17, Alachua, FL 32615, USA
| | - Jorge A. Marchand
- Chemical Engineering, University of Washington, Seattle, WA, 98195, USA
- Molecular Engineering and Science Institute, University of Washington, Seattle, Seattle, WA, 98195, USA
| | - Erica R. Fuhrmeister
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Seattle, WA, 98195, USA
- Civil and Environmental Engineering, University of Washington, Seattle, Seattle, WA, 98195, USA
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8
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Muriithi B, Wandera EA, Takeuchi R, Mutunga F, Kathiiko C, Wachira M, Tinkoi J, Meiguran M, Akumu P, Ndege V, Mochizuki R, Kaneko S, Morita K, Ouma C, Ichinose Y. Impact of integrated WASH and maternal and child health interventions on diarrhea disease prevalence in a resource-constrained setting in Kenya. Trop Med Health 2024; 52:56. [PMID: 39215357 PMCID: PMC11363663 DOI: 10.1186/s41182-024-00616-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 07/15/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Water, sanitation and hygiene (WASH) and child health interventions are proven simple and cost-effective strategies for preventing diarrhea and minimizing excess mortality. Individually, they are able to prevent diarrhea though sub-optimally, and their effectiveness when combined may be higher. This study examined the effect of integrated WASH and maternal and child health (MCH) interventions on prevalence of diarrhea, in a resource-limited setting in Kenya. METHODS A controlled intervention was implemented in Narok County. The interventions included WASH interventions integrated with promotion of MCH. A structured questionnaire was used to collect data on targeted indicators before and after the interventions. Data were analyzed using descriptive statistics and Chi-square to establish the impact of the interventions. RESULTS A total of 431and 424 households and 491 and 487 households in intervention and control sites, respectively, participated in the baseline and endline surveys. Following implementation of the interventions, prevalence of diarrhea decreased by 69.1% (95% CI: 49.6-87.1%) and 58.6% (95% CI: 26.6-82.4%) in the intervention and control site, respectively. Treatment of drinking water and animal husbandry practices were significantly associated with diarrhea post-interventions. CONCLUSIONS Integrating WASH interventions with other diarrhea control strategies and contextualizing them to meet site-specific needs may effectively prevent diarrhea.
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Affiliation(s)
- Betty Muriithi
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | - Ernest Apondi Wandera
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya.
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya.
| | - Rie Takeuchi
- Department of Public Health, International University of Health and Welfare, Otawara, Japan
| | - Felix Mutunga
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | - Cyrus Kathiiko
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | - Mary Wachira
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | | | | | | | | | | | - Satoshi Kaneko
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | - Kouichi Morita
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
| | - Collins Ouma
- Department of Biomedical Sciences and Technology, Maseno University, Maseno, Kenya
| | - Yoshio Ichinose
- Institute of Tropical Medicine, Nagasaki University-Kenya Medical Research Institute, P.O. Box 19993-00202, Nairobi, Kenya
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9
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Oh WO, Lee E, Heo YJ, Jung MJ, Han J. Understanding global research trends in the control and prevention of infectious diseases for children: Insights from text mining and topic modeling. J Nurs Scholarsh 2024; 56:606-620. [PMID: 38380588 DOI: 10.1111/jnu.12963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 12/14/2023] [Accepted: 01/30/2024] [Indexed: 02/22/2024]
Abstract
INTRODUCTION The emergence of novel infectious diseases has amplified the urgent need for effective prevention strategies, especially ones targeting vulnerable populations such as children. Factors such as the high incidence of both emerging and existing infectious diseases, delays in vaccinations, and routine exposure in communal settings heighten children's susceptibility to infections. Despite this pressing need, a comprehensive exploration of research trends in this domain remains lacking. This study aims to address this gap by employing text mining and modeling techniques to conduct a comprehensive analysis of the existing literature, thereby identifying emerging research trends in infectious disease prevention among children. METHODS A cross-sectional text mining approach was adopted, focusing on journal articles published between January 1, 2003, and August 31, 2022. These articles, related to infectious disease prevention in children, were sourced from databases such as PubMed, CINAHL, MEDLINE (Ovid), Scopus, and Korean RISS. The data underwent preprocessing using the Natural Language Toolkit (NLTK) in Python, with a semantic network analysis and topic modeling conducted using R software. RESULTS The final dataset comprised 509 journal articles extracted from multiple databases. The study began with a word frequency analysis to pinpoint relevant themes, subsequently visualized through a word cloud. Dominant terms encompassed "vaccination," "adolescent," "infant," "parent," "family," "school," "country," "household," "community," "HIV," "HPV," "COVID-19," "influenza," and "diarrhea." The semantic analysis identified "age" as a key term across infection, control, and intervention discussions. Notably, the relationship between "hand" and "handwashing" was prominent, especially in educational contexts linked with "school" and "absence." Latent Dirichlet Allocation (LDA) topic modeling further delineated seven topics related to infectious disease prevention for children, encompassing (1) educational programs, (2) vaccination efforts, (3) family-level responses, (4) care for immunocompromised individuals, (5) country-specific responses, (6) school-based strategies, and (7) persistent threats from established infectious diseases. CONCLUSION The study emphasizes the indispensable role of personalized interventions tailored for various child demographics, highlighting the pivotal contributions of both parental guidance and school participation. CLINICAL RELEVANCE The study provides insights into the complex public health challenges associated with preventing and managing infectious diseases in children. The insights derived could inform the formulation of evidence-based public health policies, steering practical interventions and fostering interdisciplinary synergy for holistic prevention strategies.
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Affiliation(s)
- Won-Oak Oh
- College of Nursing, Korea University, Seoul, South Korea
| | - Eunji Lee
- College of Nursing, Korea University, Seoul, South Korea
| | - Yoo-Jin Heo
- College of Nursing, Korea University, Seoul, South Korea
| | - Myung-Jin Jung
- College of Nursing, Korea University, Seoul, South Korea
| | - Jihee Han
- College of Nursing, Korea University, Seoul, South Korea
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10
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Grembi JA, Nguyen AT, Riviere M, Heitmann GB, Patil A, Athni TS, Djajadi S, Ercumen A, Lin A, Crider Y, Mertens A, Karim MA, Islam MO, Miah R, Famida SL, Hossen MS, Mutsuddi P, Ali S, Rahman MZ, Hussain Z, Shoab AK, Haque R, Rahman M, Unicomb L, Luby SP, Arnold BF, Bennett A, Benjamin-Chung J. Influence of hydrometeorological risk factors on child diarrhea and enteropathogens in rural Bangladesh. PLoS Negl Trop Dis 2024; 18:e0012157. [PMID: 38739632 PMCID: PMC11115220 DOI: 10.1371/journal.pntd.0012157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 05/23/2024] [Accepted: 04/18/2024] [Indexed: 05/16/2024] Open
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.
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Affiliation(s)
- Jessica A. Grembi
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Anna T. Nguyen
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Marie Riviere
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Gabriella Barratt Heitmann
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Arusha Patil
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Tejas S. Athni
- Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America
| | - Stephanie Djajadi
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Ayse Ercumen
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, California, United States of America
| | - Yoshika Crider
- King Center on Global Development, Stanford University, Stanford, California, United States of America
| | - Andrew Mertens
- Harvard Medical School, Harvard University, Boston, Massachusetts, United States of America
| | - Md Abdul Karim
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md Ohedul Islam
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Rana Miah
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Syeda L. Famida
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md Saheen Hossen
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Palash Mutsuddi
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Shahjahan Ali
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md Ziaur Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Zahir Hussain
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Abul K. Shoab
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Rashidul Haque
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbubur Rahman
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Leanne Unicomb
- Infectious Disease Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Stephen P. Luby
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Benjamin F. Arnold
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, California, United States of America
| | - Adam Bennett
- Malaria Elimination Initiative, Global Health Group, University of California San Francisco, San Francisco, California, United States of America
- PATH, Seattle, Washington, United States of America
| | - Jade Benjamin-Chung
- Department of Epidemiology and Population Health, School of Medicine, Stanford University, Stanford, California, United States of America
- Chan Zuckerberg Biohub, San Francisco, California, United States of America
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11
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Lin A, Mertens AN, Rahman MZ, Tan ST, Il'yasova D, Spasojevic I, Ali S, Stewart CP, Fernald LCH, Kim L, Yan L, Meyer A, Karim MR, Shahriar S, Shuman G, Arnold BF, Hubbard AE, Famida SL, Akther S, Hossen MS, Mutsuddi P, Shoab AK, Shalev I, Rahman M, Unicomb L, Heaney CD, Kariger P, Colford JM, Luby SP, Granger DA. A cluster-randomized trial of water, sanitation, handwashing and nutritional interventions on stress and epigenetic programming. Nat Commun 2024; 15:3572. [PMID: 38670986 PMCID: PMC11053067 DOI: 10.1038/s41467-024-47896-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
A regulated stress response is essential for healthy child growth and development trajectories. We conducted a cluster-randomized trial in rural Bangladesh (funded by the Bill & Melinda Gates Foundation, ClinicalTrials.gov NCT01590095) to assess the effects of an integrated nutritional, water, sanitation, and handwashing intervention on child health. We previously reported on the primary outcomes of the trial, linear growth and caregiver-reported diarrhea. Here, we assessed additional prespecified outcomes: physiological stress response, oxidative stress, and DNA methylation (N = 759, ages 1-2 years). Eight neighboring pregnant women were grouped into a study cluster. Eight geographically adjacent clusters were block-randomized into the control or the combined nutrition, water, sanitation, and handwashing (N + WSH) intervention group (receiving nutritional counseling and lipid-based nutrient supplements, chlorinated drinking water, upgraded sanitation, and handwashing with soap). Participants and data collectors were not masked, but analyses were masked. There were 358 children (68 clusters) in the control group and 401 children (63 clusters) in the intervention group. We measured four F2-isoprostanes isomers (iPF(2α)-III; 2,3-dinor-iPF(2α)-III; iPF(2α)-VI; 8,12-iso-iPF(2α)-VI), salivary alpha-amylase and cortisol, and methylation of the glucocorticoid receptor (NR3C1) exon 1F promoter including the NGFI-A binding site. Compared with control, the N + WSH group had lower concentrations of F2-isoprostanes isomers (differences ranging from -0.16 to -0.19 log ng/mg of creatinine, P < 0.01), elevated post-stressor cortisol (0.24 log µg/dl; P < 0.01), higher cortisol residualized gain scores (0.06 µg/dl; P = 0.023), and decreased methylation of the NGFI-A binding site (-0.04; P = 0.037). The N + WSH intervention enhanced adaptive responses of the physiological stress system in early childhood.
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Affiliation(s)
- Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, CA, USA.
| | - Andrew N Mertens
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Md Ziaur Rahman
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Sophia T Tan
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Dora Il'yasova
- Department of Medicine, Duke University, Durham, NC, USA
| | - Ivan Spasojevic
- Department of Medicine, Duke University, Durham, NC, USA
- PK/PD Core Laboratory, Duke Cancer Institute, Durham, NC, USA
| | - Shahjahan Ali
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Christine P Stewart
- Institute for Global Nutrition, University of California Davis, Davis, CA, USA
| | - Lia C H Fernald
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Lisa Kim
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | | | | | - Md Rabiul Karim
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Sunny Shahriar
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Gabrielle Shuman
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Benjamin F Arnold
- Francis I. Proctor Foundation, University of California, San Francisco, CA, USA
| | - Alan E Hubbard
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Syeda L Famida
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Salma Akther
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md Saheen Hossen
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Palash Mutsuddi
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Abul K Shoab
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Idan Shalev
- Department of Biobehavioral Health, Pennsylvania State University, University Park, PA, USA
| | - Mahbubur Rahman
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Leanne Unicomb
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Christopher D Heaney
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Patricia Kariger
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - John M Colford
- School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Douglas A Granger
- Institute for Interdisciplinary Salivary Bioscience Research, University of California, Irvine, Irvine, CA, USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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12
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Nguyen AT, Grembi JA, Riviere M, Barratt Heitmann G, Hutson WD, Athni TS, Patil A, Ercumen A, Lin A, Crider Y, Mertens A, Unicomb L, Rahman M, Luby SP, Arnold BF, Benjamin-Chung J. Influence of Temperature and Precipitation on the Effectiveness of Water, Sanitation, and Handwashing Interventions against Childhood Diarrheal Disease in Rural Bangladesh: A Reanalysis of the WASH Benefits Bangladesh Trial. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:47006. [PMID: 38602833 PMCID: PMC11008709 DOI: 10.1289/ehp13807] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 03/08/2024] [Accepted: 03/13/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Diarrheal disease is a leading cause of childhood morbidity and mortality globally. Household water, sanitation, and handwashing (WASH) interventions can reduce exposure to diarrhea-causing pathogens, but meteorological factors may impact their effectiveness. Information about effect heterogeneity under different weather conditions is critical to refining these targeted interventions. OBJECTIVES We aimed to determine whether temperature and precipitation modified the effect of low-cost, point-of-use WASH interventions on child diarrhea. METHODS We analyzed data from a trial in rural Bangladesh that compared child diarrhea prevalence between clusters (N = 720 ) that were randomized to different WASH interventions between 2012 and 2016 (NCT01590095). We matched temperature and precipitation measurements to diarrhea outcomes (N = 12,440 measurements, 6,921 children) by geographic coordinates and date. We estimated prevalence ratios (PRs) using generative additive models and targeted maximum likelihood estimation to assess the effectiveness of each WASH intervention under different weather conditions. RESULTS Generally, WASH interventions most effectively prevented diarrhea during monsoon season, particularly following weeks with heavy rain or high temperatures. The PR for diarrhea in the WASH interventions group compared with the control group was 0.49 (95% CI: 0.35, 0.68) after 1 d of heavy rainfall, with a less-protective effect [PR = 0.87 (95% CI: 0.60, 1.25)] when there were no days with heavy rainfall. Similarly, the PR for diarrhea in the WASH intervention group compared with the control group was 0.60 (95% CI: 0.48, 0.75) following above-median temperatures vs. 0.91 (95% CI: 0.61, 1.35) following below-median temperatures. The influence of precipitation and temperature varied by intervention type; for precipitation, the largest differences in effectiveness were for the sanitation and combined WASH interventions. DISCUSSION WASH intervention effectiveness was strongly influenced by precipitation and temperature, and nearly all protective effects were observed during the rainy season. Future implementation of these interventions should consider local environmental conditions to maximize effectiveness, including targeted efforts to maintain latrines and promote community adoption ahead of monsoon seasons. https://doi.org/10.1289/EHP13807.
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Affiliation(s)
- Anna T. Nguyen
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
| | - Jessica A. Grembi
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, California, USA
| | - Marie Riviere
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
| | | | - William D. Hutson
- Brown School, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Tejas S. Athni
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Arusha Patil
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
| | - Ayse Ercumen
- Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina, USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, California, USA
| | - Yoshika Crider
- King Center on Global Development, Stanford University, Stanford, California, USA
| | - Andrew Mertens
- Division of Epidemiology and Biostatistics, University of California, Berkeley, Berkeley, California, USA
| | - Leanne Unicomb
- Environmental Health and WASH, Health System and Population Studies Division, ICDDR,B, Dhaka, Bangladesh
| | - Mahbubur Rahman
- Environmental Health and WASH, Health System and Population Studies Division, ICDDR,B, Dhaka, Bangladesh
| | - Stephen P. Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, California, USA
| | - Benjamin F. Arnold
- Francis I. Proctor Foundation, University of California, San Francisco, San Francisco, California, USA
| | - Jade Benjamin-Chung
- Department of Epidemiology and Population Health, Stanford University, Stanford, California, USA
- Chan Zuckerberg Biohub, San Francisco, California, USA
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13
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Butzin-Dozier Z, Ji Y, Coyle J, Malenica I, McQuade ETR, Grembi JA, Platts-Mills JA, Houpt ER, Graham JP, Ali S, Rahman MZ, Alauddin M, Famida SL, Akther S, Hossen MS, Mutsuddi P, Shoab AK, Rahman M, Islam MO, Miah R, Taniuchi M, Liu J, Alauddin S, Stewart CP, Luby SP, Colford JM, Hubbard AE, Mertens AN, Lin A. Treatment Heterogeneity of Water, Sanitation, Hygiene, and Nutrition Interventions on Child Growth by Environmental Enteric Dysfunction and Pathogen Status for Young Children in Bangladesh. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.21.24304684. [PMID: 38585931 PMCID: PMC10996736 DOI: 10.1101/2024.03.21.24304684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Background Water, sanitation, hygiene (WSH), nutrition (N), and combined (N+WSH) interventions are often implemented by global health organizations, but WSH interventions may insufficiently reduce pathogen exposure, and nutrition interventions may be modified by environmental enteric dysfunction (EED), a condition of increased intestinal permeability and inflammation. This study investigated the heterogeneity of these treatments' effects based on individual pathogen and EED biomarker status with respect to child linear growth. Methods We applied cross-validated targeted maximum likelihood estimation and super learner ensemble machine learning to assess the conditional treatment effects in subgroups defined by biomarker and pathogen status. We analyzed treatment (N+WSH, WSH, N, or control) randomly assigned in-utero, child pathogen and EED data at 14 months of age, and child LAZ at 28 months of age. We estimated the difference in mean child length for age Z-score (LAZ) under the treatment rule and the difference in stratified treatment effect (treatment effect difference) comparing children with high versus low pathogen/biomarker status while controlling for baseline covariates. Results We analyzed data from 1,522 children, who had median LAZ of -1.56. We found that myeloperoxidase (N+WSH treatment effect difference 0.0007 LAZ, WSH treatment effect difference 0.1032 LAZ, N treatment effect difference 0.0037 LAZ) and Campylobacter infection (N+WSH treatment effect difference 0.0011 LAZ, WSH difference 0.0119 LAZ, N difference 0.0255 LAZ) were associated with greater effect of all interventions on growth. In other words, children with high myeloperoxidase or Campylobacter infection experienced a greater impact of the interventions on growth. We found that a treatment rule that assigned the N+WSH (LAZ difference 0.23, 95% CI (0.05, 0.41)) and WSH (LAZ difference 0.17, 95% CI (0.04, 0.30)) interventions based on EED biomarkers and pathogens increased predicted child growth compared to the randomly allocated intervention. Conclusions These findings indicate that EED biomarker and pathogen status, particularly Campylobacter and myeloperoxidase (a measure of gut inflammation), may be related to impact of N+WSH, WSH, and N interventions on child linear growth.
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Affiliation(s)
| | - Yunwen Ji
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Jeremy Coyle
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Ivana Malenica
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | | | - Jessica Anne Grembi
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA USA
| | | | - Eric R. Houpt
- School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Jay P. Graham
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Shahjahan Ali
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md Ziaur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mohammad Alauddin
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Syeda L. Famida
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Salma Akther
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md. Saheen Hossen
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Palash Mutsuddi
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Abul K. Shoab
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mahbubur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Md. Ohedul Islam
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Rana Miah
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Mami Taniuchi
- School of Medicine, University of Virginia, Charlottesville, VA, USA
| | - Jie Liu
- School of Public Health, Qingdao University, Qingdao, China
| | | | | | - Stephen P. Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA USA
| | - John M. Colford
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Alan E. Hubbard
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Andrew N. Mertens
- School of Public Health, University of California, Berkeley, Berkeley, CA USA
| | - Audrie Lin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, CA USA
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Ante-Testard PA, Rerolle F, Nguyen AT, Ashraf S, Parvez SM, Naser AM, Benmarhnia T, Rahman M, Luby SP, Benjamin-Chung J, Arnold BF. WASH interventions and child diarrhea at the interface of climate and socioeconomic position in Bangladesh. Nat Commun 2024; 15:1556. [PMID: 38378704 PMCID: PMC10879131 DOI: 10.1038/s41467-024-45624-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 01/30/2024] [Indexed: 02/22/2024] Open
Abstract
Many diarrhea-causing pathogens are climate-sensitive, and populations with the lowest socioeconomic position (SEP) are often most vulnerable to climate-related transmission. Household Water, Sanitation, and Handwashing (WASH) interventions constitute one potential effective strategy to reduce child diarrhea, especially among low-income households. Capitalizing on a cluster randomized trial population (360 clusters, 4941 children with 8440 measurements) in rural Bangladesh, one of the world's most climate-sensitive regions, we show that improved WASH substantially reduces diarrhea risk with largest benefits among children with lowest SEP and during the monsoon season. We extrapolated trial results to rural Bangladesh regions using high-resolution geospatial layers to identify areas most likely to benefit. Scaling up a similar intervention could prevent an estimated 734 (95% CI 385, 1085) cases per 1000 children per month during the seasonal monsoon, with marked regional heterogeneities. Here, we show how to extend large-scale trials to inform WASH strategies among climate-sensitive and low-income populations.
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Affiliation(s)
- Pearl Anne Ante-Testard
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA.
| | - Francois Rerolle
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
- Scripps Institution of Oceanography, University of California, San Diego, San Diego, CA, USA
| | - Anna T Nguyen
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
| | - Sania Ashraf
- Environmental Health and WASH, Health System and Population Studies Division, icddr,b, Dhaka, 1212, Bangladesh
| | - Sarker Masud Parvez
- Environmental Health and WASH, Health System and Population Studies Division, icddr,b, Dhaka, 1212, Bangladesh
- Child Health Research Centre, The University of Queensland, South Brisbane, QLD, Australia
| | - Abu Mohammed Naser
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN, USA
| | - Tarik Benmarhnia
- Scripps Institution of Oceanography, University of California, San Diego, San Diego, CA, USA
| | - Mahbubur Rahman
- Environmental Health and WASH, Health System and Population Studies Division, icddr,b, Dhaka, 1212, Bangladesh
| | - Stephen P Luby
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Jade Benjamin-Chung
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Benjamin F Arnold
- Francis I. Proctor Foundation and Department of Ophthalmology, University of California, San Francisco, San Francisco, CA, USA
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15
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Fikrie A, Adula B, Beka J, Hailu D, Kitabo CA, Spigt M. Analysis of Determinants of Stunting and Identifications of Stunting Risk Profiles Among Under 2-Year-Old Children in Ethiopia. A Latent Class Analysis. Health Serv Res Manag Epidemiol 2024; 11:23333928241271921. [PMID: 39156911 PMCID: PMC11329923 DOI: 10.1177/23333928241271921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 06/22/2024] [Indexed: 08/20/2024] Open
Abstract
Background Childhood stunting has a long-term impact on cognitive development and overall well-being. Understanding varying stunting profiles is crucial for targeted interventions and effective policy-making. Therefore, our study aimed to identify the determinants and stunting risk profiles among 2-year-old children in Ethiopia. Methods and materials A cross-sectional study was conducted on 395 mother-child pairs attending selected public health centers for growth monitoring and promotion under 5 outpatient departments and immunization services. The data were collected by face-to-face interviews, with the anthropometric data collected using the procedure stipulated by the World Health Organization. The data were entered using Epi Data version 4.6 and exported to STATA 16 and Jamovi version 2.3.28 for analysis. Bayesian logistic regression analysis was conducted to identify potential factors of stunting. Likewise, lifecycle assessment analysis (LCA) was used to examine the heterogeneity of the magnitude of stunting. Results The overall prevalence of stunting in children under 24 months was 47.34% (95% confidence interval (CI): 42.44-52.29%). The LCA identified 3 distinct risk profiles. The first profile is Class 1, which is labeled as low-risk, comprised 23.8% of the children, and had the lowest prevalence of stunting (23.4%). This group characterized as having a lower risk to stunting. The second profile is Class 2, which is identified as high-risk, comprised 47.1%, and had a high prevalence of stunting (66.7%), indicating a higher susceptibility to stunting compared to Class 1. The third profile is Class 3, which is categorized as mixed-risk and had a moderate stunting prevalence of 35.7%, indicating a complex interplay of factors contributing to stunting. Conclusion Our study identified 3 distinct risk profiles for stunting in young children. A substantial amount (almost half) is in the high-risk category, where stunting is far more common. The identification of stunting profiles necessitates considering heterogeneity in risk factors in interventions. Healthcare practitioners should screen, provide nutrition counseling, and promote breastfeeding. Policymakers should strengthen social safety nets and support primary education.
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Affiliation(s)
- Anteneh Fikrie
- School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia
| | - Berhanu Adula
- School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia
| | - Jitu Beka
- School of Public Health, Institute of Health, Bule Hora University, Bule Hora, Ethiopia
| | - Dejene Hailu
- School of Public Health, College of Medicine and Health Sciences, Hawassa University, Hawassa, Ethiopia
| | - Cheru Atsmegiorgis Kitabo
- Department of Statistics, College of Natural and Computational Sciences, Hawassa University, Hawassa, Ethiopia
| | - Mark Spigt
- CAPHRI, School for Public Health and Primary Care, Maastricht University, Maastricht, the Netherlands
- General Practice Research Unit, Department of Community Medicine, UiT the Arctic University of Norway, Tromsø, Norway
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16
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Guga G, Houpt ER, Elwood S, Liu J, Kimathi C, Mosha R, Temu M, Maro A, Mujaga B, Swai N, Pholwat S, McQuade ETR, Mduma ER, DeBoer MD, Platts-Mills J. Impact of azithromycin and nitazoxanide on the enteric infections and child growth: Findings from the Early Life Interventions for Childhood Growth and Development in Tanzania (ELICIT) trial. PLoS One 2023; 18:e0294110. [PMID: 38127924 PMCID: PMC10734999 DOI: 10.1371/journal.pone.0294110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 10/15/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Early childhood enteric infection with Shigella/EIEC, enteroaggregative E. coli (EAEC), Campylobacter, and Giardia has been associated with reduced child growth, yet a recent randomized trial of antimicrobial therapy to reduce these infections did not improve growth outcomes. To interrogate this discrepancy, we measured the enteric infections from this study. METHODS We leveraged the Early Life Interventions for Childhood Growth and Development in Tanzania (ELICIT) trial, a randomized double-blind placebo-controlled trial of antimicrobial therapy with azithromycin and nitazoxanide provided quarterly to infants from 6 to 15 months of age. We tested 5,479 stool samples at time points across the study for 34 enteropathogens using quantitative PCR. RESULTS There was substantial carriage of enteropathogens in stool. Azithromycin administration led to reductions in Campylobacter jejuni/coli, enteroaggregative E. coli, and Shigella/EIEC (absolute risk difference ranged from -0.06 to 0.24) 2 weeks after treatment however there was no effect after 3 months. There was no difference in Giardia after nitazoxanide administration (ARR 0.03 at the 12 month administration). When examining the effect of azithromycin versus placebo on the subset of children infected with specific pathogens at the time of treatment, a small increase in weight-for-age Z score was seen only in those infected with Campylobacter jejuni/coli (0.10 Z score, 95% CI -0.01-0.20; length-for-age Z score 0.07, 95% CI -0.06-0.20). CONCLUSION The antimicrobial intervention of quarterly azithromycin plus or minus nitazoxanide led to only transient decreases in enteric infections with Shigella/EIEC, enteroaggregative E. coli (EAEC), Campylobacter, and Giardia. There was a trend towards improved growth in children infected with Campylobacter that received quarterly azithromycin.
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Affiliation(s)
| | - Eric R. Houpt
- University of Virginia Division of Infectious Diseases & International Health, Charlottesville, Virginia, United States of America
| | - Sarah Elwood
- University of Virginia Division of Infectious Diseases & International Health, Charlottesville, Virginia, United States of America
| | - Jie Liu
- School of Public Health, Qingdao University, Qingdao, China
| | | | | | - Mariam Temu
- Haydom Global Health Centre, Haydom, Tanzania
| | - Athanasia Maro
- Biotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Buliga Mujaga
- Biotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Ndealilia Swai
- Biotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Suporn Pholwat
- University of Virginia Division of Infectious Diseases & International Health, Charlottesville, Virginia, United States of America
| | - Elizabeth T. R. McQuade
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States of America
| | | | - Mark D. DeBoer
- Department of Pediatrics, University of Virginia, Charlottesville, Virginia, United States of America
| | - James Platts-Mills
- University of Virginia Division of Infectious Diseases & International Health, Charlottesville, Virginia, United States of America
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17
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Yu Z, Xu Z, Chen J, Chen L, Liao N, Zhang R, Cheng D. Quantitative Risk Assessment of Five Foodborne Viruses in Shellfish Based on Multiplex qPCR. Foods 2023; 12:3462. [PMID: 37761170 PMCID: PMC10530164 DOI: 10.3390/foods12183462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/09/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Foodborne diseases are currently the most critical food safety issue in the world. There are not many hazard identification and exposure assessments for foodborne viruses (Norovirus GI, GII, Hepatitis A Virus, Rotavirus, Adenovirus) in shellfish. Multiplex qPCR for the simultaneous detection of five foodborne viruses was established and used to assess infection risk based on a 1-year pathogenesis study. The sensitivity, specificity and reproducibility of the multiplex qPCR method are consistent with that of conventional qPCR, which saves more time and effort. Overall, 37.86% of shellfish samples had one or more foodborne viruses. Risk assessment formulae and matrices were used to develop risk assessments for different age groups, different seasons and different shellfish. The annual probability of contracting a foodborne virus infection from shellfish is greater than 1.6 × 10-1 for all populations, and even for infants aged 0-4 years, it is greater than 1.5 × 10-2, which is much higher than the risk thresholds recommended by WHO (10-6) and the US EPA (10-4). High risk (level IV) is associated with springtime, and medium risk (level III) is associated with Mussel consumption. This study provides a basis for the risk of foodborne viral infections in people of different ages, in different seasons, and by consuming different shellfish.
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Affiliation(s)
- Zhendi Yu
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Z.Y.)
| | - Zhangkai Xu
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Z.Y.)
- Department of Clinical Laboratory, Zhejiang Hospital, Hangzhou 310013, China
| | - Jiang Chen
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Z.Y.)
- Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Lili Chen
- Department of Nutrition and Food Safety, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Ningbo Liao
- Department of Nutrition and Food Safety, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
- College of Food Science and Engineering, Jiangxi Agricultural University, Nanchang 330045, China
| | - Ronghua Zhang
- Department of Nutrition and Food Safety, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Dongqing Cheng
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Z.Y.)
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18
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Holcomb DA, Monteiro V, Capone D, António V, Chiluvane M, Cumbane V, Ismael N, Knee J, Kowalsky E, Lai A, Linden Y, Mataveia E, Nala R, Rao G, Ribeiro J, Cumming O, Viegas E, Brown J. Long-term impacts of an urban sanitation intervention on enteric pathogens in children in Maputo city, Mozambique: study protocol for a cross-sectional follow-up to the Maputo Sanitation (MapSan) trial 5 years postintervention. BMJ Open 2023; 13:e067941. [PMID: 37290945 PMCID: PMC10254709 DOI: 10.1136/bmjopen-2022-067941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 05/24/2023] [Indexed: 06/10/2023] Open
Abstract
INTRODUCTION We previously assessed the effect of an onsite sanitation intervention in informal neighbourhoods of urban Maputo, Mozambique on enteric pathogen detection in children after 2 years of follow-up (Maputo Sanitation (MapSan) trial, ClinicalTrials.gov: NCT02362932). We found significant reductions in Shigella and Trichuris prevalence but only among children born after the intervention was delivered. In this study, we assess the health impacts of the sanitation intervention after 5 years among children born into study households postintervention. METHODS AND ANALYSIS We are conducting a cross-sectional household study of enteric pathogen detection in child stool and the environment at compounds (household clusters sharing sanitation and outdoor living space) that received the pour-flush toilet and septic tank intervention at least 5 years prior or meet the original criteria for trial control sites. We are enrolling at least 400 children (ages 29 days to 60 months) in each treatment arm. Our primary outcome is the prevalence of 22 bacterial, protozoan, and soil transmitted helminth enteric pathogens in child stool using the pooled prevalence ratio across the outcome set to assess the overall intervention effect. Secondary outcomes include the individual pathogen detection prevalence and gene copy density of 27 enteric pathogens (including viruses); mean height-for-age, weight-for-age, and weight-for-height z-scores; prevalence of stunting, underweight, and wasting; and the 7-day period prevalence of caregiver-reported diarrhoea. All analyses are adjusted for prespecified covariates and examined for effect measure modification by age. Environmental samples from study households and the public domain are assessed for pathogens and faecal indicators to explore environmental exposures and monitor disease transmission. ETHICS AND DISSEMINATION Study protocols have been reviewed and approved by human subjects review boards at the Ministry of Health, Republic of Mozambique and the University of North Carolina at Chapel Hill. Deidentified study data will be deposited at https://osf.io/e7pvk/. TRIAL REGISTRATION NUMBER ISRCTN86084138.
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Affiliation(s)
- David A Holcomb
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Vanessa Monteiro
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Drew Capone
- Department of Environmental and Occupational Health, School of Public Health, Indiana University, Bloomington, Indiana, USA
| | - Virgílio António
- Division of Biotechnology and Genetics, Instituto Nacional de Saúde, Marracuene, Mozambique
| | - Márcia Chiluvane
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Victória Cumbane
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Nália Ismael
- Division of Biotechnology and Genetics, Instituto Nacional de Saúde, Marracuene, Mozambique
| | - Jackie Knee
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Erin Kowalsky
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Amanda Lai
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Yarrow Linden
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Elly Mataveia
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Rassul Nala
- Division of Parasitology, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Gouthami Rao
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jorge Ribeiro
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Oliver Cumming
- Department of Disease Control, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Edna Viegas
- Centro de Investigação e Treino em Saúde da Polana Caniço, Instituto Nacional de Saúde, Maputo, Mozambique
| | - Joe Brown
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
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Guga G, Elwood S, Kimathi C, Kang G, Kosek MN, Lima AA, Bessong PO, Samie A, Haque R, Leite JP, Bodhidatta L, Iqbal N, Page N, Kiwelu I, Bhutta ZA, Ahmed T, Liu J, Rogawski McQuade ET, Houpt E, Platts-Mills JA, Mduma ER. Burden, clinical characteristics, risk factors, and seasonality of adenovirus 40/41 diarrhea in children in eight low-resource settings. Open Forum Infect Dis 2022; 9:ofac241. [PMID: 35854993 PMCID: PMC9277636 DOI: 10.1093/ofid/ofac241] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/11/2022] [Indexed: 11/13/2022] Open
Abstract
Background The application of molecular diagnostics has identified enteric group adenovirus serotypes 40 and 41 as important causes of diarrhea in children. However, many aspects of the epidemiology of adenovirus 40/41 diarrhea have not been described. Methods We used data from the 8-site Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development Project birth cohort study to describe site- and age-specific incidence, risk factors, clinical characteristics, and seasonality. Results The incidence of adenovirus 40/41 diarrhea was substantially higher by quantitative polymerase chain reaction than enzyme immunoassay and peaked at ∼30 episodes per 100 child-years in children aged 7–15 months, with substantial variation in incidence between sites. A significant burden was also seen in children 0–6 months of age, higher than other viral etiologies with the exception of rotavirus. Children with adenovirus 40/41 diarrhea were more likely to have a fever than children with norovirus, sapovirus, and astrovirus (adjusted odds ratio [aOR], 1.62; 95% CI, 1.16–2.26) but less likely than children with rotavirus (aOR, 0.66; 95% CI, 0.49–0.91). Exclusive breastfeeding was strongly protective against adenovirus 40/41 diarrhea (hazard ratio, 0.64; 95% CI, 0.48–0.85), but no other risk factors were identified. The seasonality of adenovirus 40/41 diarrhea varied substantially between sites and did not have clear associations with seasonal variations in temperature or rainfall. Conclusions This study supports the situation of adenovirus 40/41 as a pathogen of substantial importance, especially in infants. Fever was a distinguishing characteristic in comparison to other nonrotavirus viral etiologies, and promotion of exclusive breastfeeding may reduce the high observed burden in the first 6 months of life.
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Affiliation(s)
- Godfrey Guga
- Haydom Global Health Research Centre, Haydom, Tanzania
| | - Sarah Elwood
- Haydom Global Health Research Centre, Haydom, Tanzania
| | | | | | - Margaret N. Kosek
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
- Asociación Benéfica PRISMA, Iquitos, Peru
| | | | | | | | - Rashidul Haque
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Ladaporn Bodhidatta
- Armed Forces Research Institute of Medical Sciences (AFRIMS), Bangkok, Thailand
| | | | - Nicola Page
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Ireen Kiwelu
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | | | - Tahmeed Ahmed
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | - Jie Liu
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
- School of Public Health, Qingdao University, Shandong, China
| | | | - Eric Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
| | - James A. Platts-Mills
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA
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20
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Pernica JM, Arscott-Mills T, Steenhoff AP, Mokomane M, Moorad B, Bapabi M, Lechiile K, Mangwegape O, Batisani B, Mawoko N, Muthoga C, Vanniyasingam T, Ewusie J, Lowe A, Bonsu JM, Gezmu AM, Smieja M, Mazhani L, Stordal K, Thabane L, Kelly MS, Goldfarb DM. Optimising the management of childhood acute diarrhoeal disease using a rapid test-and- treat strategy and/or Lactobacillus reuteri DSM 17938: a multicentre, randomised, controlled, factorial trial in Botswana. BMJ Glob Health 2022; 7:bmjgh-2021-007826. [PMID: 35418412 PMCID: PMC9014020 DOI: 10.1136/bmjgh-2021-007826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 03/14/2022] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION The study aim was to determine if rapid enteric diagnostics followed by the provision of targeted antibiotic therapy ('test-and-treat') and/or Lactobacillus reuteri DSM 17938 would improve outcomes in children hospitalised in Botswana with acute gastroenteritis. METHODS This was a multicentre, randomised, factorial, controlled, trial. Children aged 2-60 months admitted for acute non-bloody diarrhoea to four hospitals in southern Botswana were eligible. Participants were assigned to treatment groups by web-based block randomisation. Test-and-treat results were not blinded, but participants and research staff were blinded to L. reuteri/placebo assignment; this was dosed as 1×108 cfu/mL by mouth daily and continued for 60 days. The primary outcome was 60-day age-standardised height (HAZ) adjusted for baseline HAZ. All analyses were by intention to treat. The trial was registered at Clinicaltrials.gov. RESULTS Recruitment began on 12 June 2016 and continued until 24 October 2018. There were 66 participants randomised to the test-and-treat plus L. reuteri group, 68 randomised to the test-and-treat plus placebo group, 69 to the standard care plus L. reuteri group and 69 to the standard care plus placebo group. There was no demonstrable impact of the test-and-treat intervention (mean increase of 0.01 SD, 95% CI -0.14 to 0.16 SD) or the L. reuteri intervention (mean decrease of 0.07 SD, 95% CI -0.22 to 0.08 SD) on adjusted HAZ at 60 days. CONCLUSIONS In children hospitalised for acute gastroenteritis in Botswana, neither a test-and-treat algorithm targeting enteropathogens, nor a 60-day course of L. reuteri DSM 17938, were found to markedly impact linear growth or other important outcomes. We cannot exclude the possibility that test-and-treat will improve the care of children with significant enteropathogens (such as Shigella) in their stool. TRIAL REGISTRATION NUMBER NCT02803827.
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Affiliation(s)
- Jeffrey M Pernica
- Department of Pediatrics, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada .,Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Tonya Arscott-Mills
- Botswana-UPenn Partnership, Gaborone, Botswana.,The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Global Health Center, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Andrew P Steenhoff
- Global Health Center, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Margaret Mokomane
- Department of Microbiology, University of Botswana, Gaborone, South-East District, Botswana
| | | | | | | | | | | | | | - Charles Muthoga
- Botswana-UPenn Partnership, Gaborone, Botswana.,Botswana-Harvard AIDS Institute Partnership, Gaborone, Gaborone, Botswana
| | - Thuvaraha Vanniyasingam
- Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Joycelyne Ewusie
- Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada.,The Research Institute-Biostatistics Unit, St Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Amy Lowe
- Department of Global Health, McMaster University, Hamilton, Ontario, Canada
| | - Janice M Bonsu
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Alemayehu M Gezmu
- Department of Pediatrics and Adolescent Health, University of Botswana, Gaborone, Botswana
| | - Marek Smieja
- Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada.,Department of Pathology and Molecular Medicine, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada
| | - Loeto Mazhani
- Department of Pediatrics and Adolescent Health, University of Botswana, Gaborone, Botswana
| | - Ketil Stordal
- Pediatric Research Institute, University of Oslo Faculty of Medicine, Oslo, Norway
| | - Lehana Thabane
- Department of Pediatrics, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada.,Department of Health Research Methods, Evidence, and Impact, McMaster University Faculty of Health Sciences, Hamilton, Ontario, Canada.,The Research Institute-Biostatistics Unit, St Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada.,University of Johannesburg Faculty of Health Sciences, Johannesburg, South Africa
| | - Matthew S Kelly
- Department of Pediatrics, Duke University, Durham, North Carolina, USA
| | - David M Goldfarb
- Department of Pathology and Laboratory Medicine, The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
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Effect of biannual azithromycin distribution on antibody responses to malaria, bacterial, and protozoan pathogens in Niger. Nat Commun 2022; 13:976. [PMID: 35190534 PMCID: PMC8861117 DOI: 10.1038/s41467-022-28565-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 02/02/2022] [Indexed: 11/30/2022] Open
Abstract
The MORDOR trial in Niger, Malawi, and Tanzania found that biannual mass distribution of azithromycin to children younger than 5 years led to a 13.5% reduction in all-cause mortality (NCT02048007). To help elucidate the mechanism for mortality reduction, we report IgG responses to 11 malaria, bacterial, and protozoan pathogens using a multiplex bead assay in pre-specified substudy of 30 communities in the rural Niger placebo-controlled trial over a three-year period (n = 5642 blood specimens, n = 3814 children ages 1–59 months). Mass azithromycin reduces Campylobacter spp. force of infection by 29% (hazard ratio = 0.71, 95% CI: 0.56, 0.89; P = 0.004) but serological measures show no significant differences between groups for other pathogens against a backdrop of high transmission. Results align with a recent microbiome study in the communities. Given significant sequelae of Campylobacter infection among preschool aged children, our results support an important mechanism through which biannual mass distribution of azithromycin likely reduces mortality in Niger. In a randomized placebo-controlled trial in rural Niger, biannual azithromycin distribution to children 1-59 months reduced all-cause mortality. Based on serology, Arzika et al. here report a reduction of Campylobacter infection, supporting one mechanism for the intervention’s impact on mortality.
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22
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Platts-Mills JA, Rogawski McQuade ET. Shigellosis in young children in low-income and middle-income countries: insights from molecular diagnostics. Curr Opin Infect Dis 2021; 34:463-470. [PMID: 34261903 DOI: 10.1097/qco.0000000000000758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW To describe the impact of molecular diagnostics on our understanding of the burden and epidemiology of shigellosis in children in low-income and middle-income countries. RECENT FINDINGS The incorporation of molecular diagnostics has led to a substantial increase in estimates of the burden of shigellosis and have allowed for further resolution of other aspects of Shigella epidemiology, including the clinical characteristics of shigellosis, the association between clinical and subclinical Shigella infection and linear growth shortfalls, protection after natural infection, duration of convalescent shedding, and host determinants of susceptibility. SUMMARY The increased sensitivity and precision afforded by molecular approaches has represented a major advance in our understanding of the epidemiology and burden of shigellosis in the settings of highest importance.
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Affiliation(s)
- James A Platts-Mills
- Division of Infectious Diseases and International Health, University of Virginia Health System, Charlottesville, Virginia, USA
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23
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Holcomb DA, Knee J, Capone D, Sumner T, Adriano Z, Nalá R, Cumming O, Brown J, Stewart JR. Impacts of an Urban Sanitation Intervention on Fecal Indicators and the Prevalence of Human Fecal Contamination in Mozambique. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:11667-11679. [PMID: 34382777 PMCID: PMC8429117 DOI: 10.1021/acs.est.1c01538] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Fecal source tracking (FST) may be useful to assess pathways of fecal contamination in domestic environments and to estimate the impacts of water, sanitation, and hygiene (WASH) interventions in low-income settings. We measured two nonspecific and two human-associated fecal indicators in water, soil, and surfaces before and after a shared latrine intervention from low-income households in Maputo, Mozambique, participating in the Maputo Sanitation (MapSan) trial. Up to a quarter of households were impacted by human fecal contamination, but trends were unaffected by improvements to shared sanitation facilities. The intervention reduced Escherichia coli gene concentrations in soil but did not impact culturable E. coli or the prevalence of human FST markers in a difference-in-differences analysis. Using a novel Bayesian hierarchical modeling approach to account for human marker diagnostic sensitivity and specificity, we revealed a high amount of uncertainty associated with human FST measurements and intervention effect estimates. The field of microbial source tracking would benefit from adding measures of diagnostic accuracy to better interpret findings, particularly when FST analyses convey insufficient information for robust inference. With improved measures, FST could help identify dominant pathways of human and animal fecal contamination in communities and guide the implementation of effective interventions to safeguard health.
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Affiliation(s)
- David A. Holcomb
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States of America
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States of America
| | - Jackie Knee
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States of America
- Department of Disease Control, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom
| | - Drew Capone
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States of America
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States of America
| | - Trent Sumner
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States of America
| | | | - Rassul Nalá
- Instituto Nacional de Saúde, Ministério da Saúde, Maputo, Mozambique
| | - Oliver Cumming
- Department of Disease Control, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom
| | - Joe Brown
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States of America
| | - Jill R. Stewart
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States of America
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24
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Knee J, Sumner T, Adriano Z, Anderson C, Bush F, Capone D, Casmo V, Holcomb D, Kolsky P, MacDougall A, Molotkova E, Braga JM, Russo C, Schmidt WP, Stewart J, Zambrana W, Zuin V, Nalá R, Cumming O, Brown J. Effects of an urban sanitation intervention on childhood enteric infection and diarrhea in Maputo, Mozambique: A controlled before-and-after trial. eLife 2021; 10:e62278. [PMID: 33835026 PMCID: PMC8121544 DOI: 10.7554/elife.62278] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 04/03/2021] [Indexed: 12/12/2022] Open
Abstract
We conducted a controlled before-and-after trial to evaluate the impact of an onsite urban sanitation intervention on the prevalence of enteric infection, soil transmitted helminth re-infection, and diarrhea among children in Maputo, Mozambique. A non-governmental organization replaced existing poor-quality latrines with pour-flush toilets with septic tanks serving household clusters. We enrolled children aged 1-48 months at baseline and measured outcomes before and 12 and 24 months after the intervention, with concurrent measurement among children in a comparable control arm. Despite nearly exclusive use, we found no evidence that intervention affected the prevalence of any measured outcome after 12 or 24 months of exposure. Among children born into study sites after intervention, we observed a reduced prevalence of Trichuris and Shigella infection relative to the same age group at baseline (<2 years old). Protection from birth may be important to reduce exposure to and infection with enteric pathogens in this setting.
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Affiliation(s)
- Jackie Knee
- London School of Hygiene & Tropical Medicine, Faculty of Infectious Tropical Diseases, Disease Control DepartmentLondonUnited Kingdom
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
| | - Trent Sumner
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
| | | | - Claire Anderson
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
| | - Farran Bush
- Georgia Institute of Technology, School of Chemical and Biomolecular EngineeringAtlantaUnited States
| | - Drew Capone
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of EpidemiologyChapel HillUnited States
| | | | - David Holcomb
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of EpidemiologyChapel HillUnited States
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of Environmental Sciences and EngineeringChapel HillUnited States
| | - Pete Kolsky
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of EpidemiologyChapel HillUnited States
| | - Amy MacDougall
- London School of Hygiene & Tropical Medicine, Faculty of Epidemiology and Population Health, Department of Medical StatisticsLondonUnited Kingdom
| | - Evgeniya Molotkova
- Georgia Institute of Technology, School of Biological SciencesAtlantaUnited States
| | | | - Celina Russo
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
| | - Wolf Peter Schmidt
- London School of Hygiene & Tropical Medicine, Faculty of Infectious Tropical Diseases, Disease Control DepartmentLondonUnited Kingdom
| | - Jill Stewart
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of EpidemiologyChapel HillUnited States
| | - Winnie Zambrana
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
| | - Valentina Zuin
- Yale-NUS College, Division of Social ScienceSingaporeSingapore
| | | | - Oliver Cumming
- London School of Hygiene & Tropical Medicine, Faculty of Infectious Tropical Diseases, Disease Control DepartmentLondonUnited Kingdom
| | - Joe Brown
- Georgia Institute of Technology, School of Civil and Environmental EngineeringAtlantaUnited States
- University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Department of EpidemiologyChapel HillUnited States
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25
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Kwong LH, Ercumen A, Pickering AJ, Arsenault JE, Islam M, Parvez SM, Unicomb L, Rahman M, Davis J, Luby SP. Ingestion of Fecal Bacteria along Multiple Pathways by Young Children in Rural Bangladesh Participating in a Cluster-Randomized Trial of Water, Sanitation, and Hygiene Interventions (WASH Benefits). ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:13828-13838. [PMID: 33078615 PMCID: PMC7643345 DOI: 10.1021/acs.est.0c02606] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Quantifying the contribution of individual exposure pathways to a child's total ingestion of fecal matter could help prioritize interventions to reduce environmental enteropathy and diarrhea. This study used data on fecal contamination of drinking water, food, soil, hands, and objects and second-by-second data on children's contacts with these environmental reservoirs in rural Bangladesh to assess the relative contribution of different pathways to children's ingestion of fecal indicator bacteria and if ingestion decreased with the water, sanitation, and hygiene interventions implemented in the WASH Benefits Trial. Our model estimated that rural Bangladeshi children <36 months old consume 3.6-4.9 log10 most probable number E. coli/day. Among children <6 months, placing objects in the mouth accounted for 60% of E. coli ingested. For children 6-35 months old, mouthing their own hands, direct soil ingestion, and ingestion of contaminated food were the primary pathways of E. coli ingestion. The amount of E. coli ingested by children and the predominant pathways of E. coli ingestion were unchanged by the water, sanitation, and hygiene interventions. These results highlight contaminated soil, children's hands, food, and objects as primary pathways of E. coli ingestion and emphasize the value of intervening along these pathways.
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Affiliation(s)
- Laura H. Kwong
- Woods
Institute for the Environment, Stanford
University, Stanford, California 94305, United States
| | - Ayse Ercumen
- Department
of Forestry and Environmental Resources, North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Amy J. Pickering
- Department
of Civil and Environmental Engineering, Tufts University, Medford, Massachusetts 02155, United States
| | - Joanne E. Arsenault
- Program
in International Community Nutrition, University
of California, Davis, California 95616, United States
| | - Mahfuza Islam
- International
Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka 1000, Bangladesh
| | - Sarker M Parvez
- International
Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka 1000, Bangladesh
| | - Leanne Unicomb
- International
Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka 1000, Bangladesh
| | - Mahbubur Rahman
- International
Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka 1000, Bangladesh
| | - Jennifer Davis
- Woods
Institute for the Environment, Stanford
University, Stanford, California 94305, United States
- Department
of Civil and Environmental Engineering, Stanford University, Stanford, California 94305, United States
| | - Stephen P. Luby
- Woods
Institute for the Environment, Stanford
University, Stanford, California 94305, United States
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