Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.

After being cholera free for over 100 years, Peru experienced an unprecedented epidemic of Vibrio cholerae O1 that began in 1991 and generated multiple waves of disease over several years. We developed a mechanistic transmission model that accounts for seasonal variation in temperature to estimate s...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Alexandra Smirnova, Natalie Sterrett, Oscar J Mujica, César Munayco, Luis Suárez, Cécile Viboud, Gerardo Chowell
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0008045
https://doaj.org/article/bc03903b171b4c49ac4d81ee28ad192c
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spelling ftdoajarticles:oai:doaj.org/article:bc03903b171b4c49ac4d81ee28ad192c 2023-05-15T15:16:25+02:00 Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru. Alexandra Smirnova Natalie Sterrett Oscar J Mujica César Munayco Luis Suárez Cécile Viboud Gerardo Chowell 2020-07-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0008045 https://doaj.org/article/bc03903b171b4c49ac4d81ee28ad192c EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0008045 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0008045 https://doaj.org/article/bc03903b171b4c49ac4d81ee28ad192c PLoS Neglected Tropical Diseases, Vol 14, Iss 7, p e0008045 (2020) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2020 ftdoajarticles https://doi.org/10.1371/journal.pntd.0008045 2022-12-31T10:07:26Z After being cholera free for over 100 years, Peru experienced an unprecedented epidemic of Vibrio cholerae O1 that began in 1991 and generated multiple waves of disease over several years. We developed a mechanistic transmission model that accounts for seasonal variation in temperature to estimate spatial variability in the basic reproduction number ([Formula: see text]), the initial concentration of vibrios in the environment, and cholera reporting rates. From 1991-1997, cholera spread following a multi-wave pattern, with weekly incidence concentrated during warm seasons. The epidemic first hit the coastal departments of Peru and subsequently spread through the highlands and jungle regions. The correlation between model predictions and observations was high (range in R2: 58% to 97%). Department-level population size and elevation explained significant variation in spatial-temporal transmission patterns. The overall R0 across departments was estimated at 2.1 (95% CI: 0.8,7.3), high enough for sustained transmission. Geographic-region level [Formula: see text] varied substantially from 2.4 (95% CI: 1.1, 7.3) for the coastal region, 1.9 (0.7, 6.4) for the jungle region, and 1.5 (0.9, 2.2) for the highlands region. At the department level, mean [Formula: see text] ranged from 0.8 to 6.9. Department-level [Formula: see text] were correlated with overall observed attack rates (Spearman ρ = 0.59, P = 0.002), elevation (ρ = -0.4, P = 0.04), and longitude (ρ = -0.6, P = 0.004). We find that both [Formula: see text] and the initial concentration of vibrios were higher in coastal departments than other departments. Reporting rates were low, consistent with a substantial fraction of asymptomatic or mild cases associated with the El Tor cholera biotype. Our results suggest that cholera vibrios, autochthonous to plankton in the natural aquatic environment, may have triggered outbreaks in multiple coastal locations along the Pacific coast of Peru. Our methodology could be useful to investigate multi-wave epidemics of cholera ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Pacific PLOS Neglected Tropical Diseases 14 7 e0008045
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Alexandra Smirnova
Natalie Sterrett
Oscar J Mujica
César Munayco
Luis Suárez
Cécile Viboud
Gerardo Chowell
Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description After being cholera free for over 100 years, Peru experienced an unprecedented epidemic of Vibrio cholerae O1 that began in 1991 and generated multiple waves of disease over several years. We developed a mechanistic transmission model that accounts for seasonal variation in temperature to estimate spatial variability in the basic reproduction number ([Formula: see text]), the initial concentration of vibrios in the environment, and cholera reporting rates. From 1991-1997, cholera spread following a multi-wave pattern, with weekly incidence concentrated during warm seasons. The epidemic first hit the coastal departments of Peru and subsequently spread through the highlands and jungle regions. The correlation between model predictions and observations was high (range in R2: 58% to 97%). Department-level population size and elevation explained significant variation in spatial-temporal transmission patterns. The overall R0 across departments was estimated at 2.1 (95% CI: 0.8,7.3), high enough for sustained transmission. Geographic-region level [Formula: see text] varied substantially from 2.4 (95% CI: 1.1, 7.3) for the coastal region, 1.9 (0.7, 6.4) for the jungle region, and 1.5 (0.9, 2.2) for the highlands region. At the department level, mean [Formula: see text] ranged from 0.8 to 6.9. Department-level [Formula: see text] were correlated with overall observed attack rates (Spearman ρ = 0.59, P = 0.002), elevation (ρ = -0.4, P = 0.04), and longitude (ρ = -0.6, P = 0.004). We find that both [Formula: see text] and the initial concentration of vibrios were higher in coastal departments than other departments. Reporting rates were low, consistent with a substantial fraction of asymptomatic or mild cases associated with the El Tor cholera biotype. Our results suggest that cholera vibrios, autochthonous to plankton in the natural aquatic environment, may have triggered outbreaks in multiple coastal locations along the Pacific coast of Peru. Our methodology could be useful to investigate multi-wave epidemics of cholera ...
format Article in Journal/Newspaper
author Alexandra Smirnova
Natalie Sterrett
Oscar J Mujica
César Munayco
Luis Suárez
Cécile Viboud
Gerardo Chowell
author_facet Alexandra Smirnova
Natalie Sterrett
Oscar J Mujica
César Munayco
Luis Suárez
Cécile Viboud
Gerardo Chowell
author_sort Alexandra Smirnova
title Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
title_short Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
title_full Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
title_fullStr Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
title_full_unstemmed Spatial dynamics and the basic reproduction number of the 1991-1997 Cholera epidemic in Peru.
title_sort spatial dynamics and the basic reproduction number of the 1991-1997 cholera epidemic in peru.
publisher Public Library of Science (PLoS)
publishDate 2020
url https://doi.org/10.1371/journal.pntd.0008045
https://doaj.org/article/bc03903b171b4c49ac4d81ee28ad192c
geographic Arctic
Pacific
geographic_facet Arctic
Pacific
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 14, Iss 7, p e0008045 (2020)
op_relation https://doi.org/10.1371/journal.pntd.0008045
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0008045
https://doaj.org/article/bc03903b171b4c49ac4d81ee28ad192c
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