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Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producing<i>Escherichia coli</i>and<i>Klebsiella pneumoniae</i>Colonization in Malawi: A Longitudinal Model-based Approach

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Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producing<i>Escherichia coli</i>and<i>Klebsiella pneumoniae</i>Colonization in Malawi: A Longitudinal Model-based Approach. / Sammarro, Melodie; Rowlingson, Barry; Cocker, Derek et al.
In: Clinical Infectious Diseases, Vol. 77, No. 1, 05.07.2023, p. 1-8.

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@article{de72d4a6f40140edabf9f01dd92e5632,
title = "Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producingEscherichia coliandKlebsiella pneumoniaeColonization in Malawi: A Longitudinal Model-based Approach",
abstract = "AbstractBackgroundSub-Saharan Africa has the highest estimated death rate attributable to antimicrobial resistance, especially from extended-spectrum β-lactamase-producing Enterobacterales (ESBL-E). However, the dynamics of human colonization in the community with ESBL-E are not well described. Inadequate water, sanitation, and hygiene infrastructure and associated behaviors are believed to play an important role in transmission of ESBL-E, and an improved understanding of the temporal dynamics of within-household transmission could help inform the design of future policies.MethodsIn this 18-month study, using microbiological data and household surveys, we built a multivariable hierarchical harmonic logistic regression model to identify risk factors for colonization with ESBL-producing Escherichia coli and Klebsiella pneumoniae, reflecting household structure and temporal correlation of colonization status.ResultsBeing male was associated with a lower risk of colonization with ESBL-producing E. coli (odds ratio [OR], 0.786; credible interval [CrI], .678–.910), whereas the use of a tube well or a borehole was associated with an increased risk (OR, 1.550; CrI, 1.003–2.394). For ESBL-producing K. pneumoniae, recent antibiotic exposure increased risk of colonization (OR, 1.281; CrI, 1.049–1.565), whereas sharing plates decreased that risk (OR, 0.672; CrI, .460–.980). Finally, the temporal correlation range of 8 to 11 weeks provided evidence that within-household transmission occurs within this time frame.ConclusionsWe describe different risks for colonization with different enteric bacterial species. Our findings suggest interventions to reduce transmission targeted at the household level need to focus on improving water, sanitation, and hygiene infrastructure and associated behaviors, whereas at the community level, they should focus on both environmental hygiene and antibiotic stewardship.",
keywords = "antimicrobial resistance, Africa, community",
author = "Melodie Sammarro and Barry Rowlingson and Derek Cocker and Kondwani Chidziwisano and Jacob, {Shevin T} and Henry Kajumbula and Lawrence Mugisha and David Musoke and Rebecca Lester and Tracy Morse and Nicholas Feasey and Chris Jewell",
year = "2023",
month = jul,
day = "5",
doi = "10.1093/cid/ciad117",
language = "English",
volume = "77",
pages = "1--8",
journal = "Clinical Infectious Diseases",
issn = "1058-4838",
publisher = "BioMed Central",
number = "1",

}

RIS

TY - JOUR

T1 - Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producingEscherichia coliandKlebsiella pneumoniaeColonization in Malawi

T2 - A Longitudinal Model-based Approach

AU - Sammarro, Melodie

AU - Rowlingson, Barry

AU - Cocker, Derek

AU - Chidziwisano, Kondwani

AU - Jacob, Shevin T

AU - Kajumbula, Henry

AU - Mugisha, Lawrence

AU - Musoke, David

AU - Lester, Rebecca

AU - Morse, Tracy

AU - Feasey, Nicholas

AU - Jewell, Chris

PY - 2023/7/5

Y1 - 2023/7/5

N2 - AbstractBackgroundSub-Saharan Africa has the highest estimated death rate attributable to antimicrobial resistance, especially from extended-spectrum β-lactamase-producing Enterobacterales (ESBL-E). However, the dynamics of human colonization in the community with ESBL-E are not well described. Inadequate water, sanitation, and hygiene infrastructure and associated behaviors are believed to play an important role in transmission of ESBL-E, and an improved understanding of the temporal dynamics of within-household transmission could help inform the design of future policies.MethodsIn this 18-month study, using microbiological data and household surveys, we built a multivariable hierarchical harmonic logistic regression model to identify risk factors for colonization with ESBL-producing Escherichia coli and Klebsiella pneumoniae, reflecting household structure and temporal correlation of colonization status.ResultsBeing male was associated with a lower risk of colonization with ESBL-producing E. coli (odds ratio [OR], 0.786; credible interval [CrI], .678–.910), whereas the use of a tube well or a borehole was associated with an increased risk (OR, 1.550; CrI, 1.003–2.394). For ESBL-producing K. pneumoniae, recent antibiotic exposure increased risk of colonization (OR, 1.281; CrI, 1.049–1.565), whereas sharing plates decreased that risk (OR, 0.672; CrI, .460–.980). Finally, the temporal correlation range of 8 to 11 weeks provided evidence that within-household transmission occurs within this time frame.ConclusionsWe describe different risks for colonization with different enteric bacterial species. Our findings suggest interventions to reduce transmission targeted at the household level need to focus on improving water, sanitation, and hygiene infrastructure and associated behaviors, whereas at the community level, they should focus on both environmental hygiene and antibiotic stewardship.

AB - AbstractBackgroundSub-Saharan Africa has the highest estimated death rate attributable to antimicrobial resistance, especially from extended-spectrum β-lactamase-producing Enterobacterales (ESBL-E). However, the dynamics of human colonization in the community with ESBL-E are not well described. Inadequate water, sanitation, and hygiene infrastructure and associated behaviors are believed to play an important role in transmission of ESBL-E, and an improved understanding of the temporal dynamics of within-household transmission could help inform the design of future policies.MethodsIn this 18-month study, using microbiological data and household surveys, we built a multivariable hierarchical harmonic logistic regression model to identify risk factors for colonization with ESBL-producing Escherichia coli and Klebsiella pneumoniae, reflecting household structure and temporal correlation of colonization status.ResultsBeing male was associated with a lower risk of colonization with ESBL-producing E. coli (odds ratio [OR], 0.786; credible interval [CrI], .678–.910), whereas the use of a tube well or a borehole was associated with an increased risk (OR, 1.550; CrI, 1.003–2.394). For ESBL-producing K. pneumoniae, recent antibiotic exposure increased risk of colonization (OR, 1.281; CrI, 1.049–1.565), whereas sharing plates decreased that risk (OR, 0.672; CrI, .460–.980). Finally, the temporal correlation range of 8 to 11 weeks provided evidence that within-household transmission occurs within this time frame.ConclusionsWe describe different risks for colonization with different enteric bacterial species. Our findings suggest interventions to reduce transmission targeted at the household level need to focus on improving water, sanitation, and hygiene infrastructure and associated behaviors, whereas at the community level, they should focus on both environmental hygiene and antibiotic stewardship.

KW - antimicrobial resistance

KW - Africa

KW - community

U2 - 10.1093/cid/ciad117

DO - 10.1093/cid/ciad117

M3 - Journal article

C2 - 36869813

VL - 77

SP - 1

EP - 8

JO - Clinical Infectious Diseases

JF - Clinical Infectious Diseases

SN - 1058-4838

IS - 1

ER -