Evidence map›Paper›PMID 31171037›Full record

ArticleParasites & vectors2019

Malaria smear positivity among Kenyan children peaks at intermediate temperatures as predicted by ecological models.

Melisa M Shah, Amy R Krystosik, Bryson A Ndenga, Francis M Mutuku, Jamie M Caldwell, Victoria Otuka, Philip K Chebii, Priscillah W Maina, Zainab Jembe, Charles Ronga and 7 more

Open access · goldAbstract read
In one paragraph

Article in Parasites & vectors, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
4.4field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 34 citations in OpenAlex.

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  11. High Frequency of Antibiotic Prescription in Children With Undifferentiated Febrile Illness in Kenya.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2021
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  18. Amazon deforestation drives malaria transmission, and malaria burden reduces forest clearing.Proceedings of the National Academy of Sciences of the United States of America · 2019
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 8 institutions in 3 countries.

Melisa M ShahInfectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA. melisas@stanford.edu.ORCID http://orcid.org/0000-0002-7277-1547
Amy R KrystosikDepartment of Pediatrics, Division of Infectious Disease, Stanford University School of Medicine, Stanford, CA, USA.
Bryson A NdengaCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Francis M MutukuDepartment of Environment and Health Sciences, Technical University of Mombasa, Mombasa, Kenya.
Jamie M CaldwellDepartment of Biology, Stanford University, Stanford, CA, USA.
Victoria OtukaCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Philip K ChebiiDepartment of Pediatrics, Msambweni County Referral Hospital, Msambweni, Kenya.
Priscillah W MainaDepartment of Pediatrics, Msambweni County Referral Hospital, Msambweni, Kenya.
Zainab JembeDepartment of Pediatrics, Diani Health Center, Ukunda, Kenya.
Charles RongaCentre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.
Donal BisanzioRTI International, Washington, DC, USA.
Assaf AnyambaUniversities Space Research Association (USRA), & NASA Goddard Space Flight, Biospheric Science Laboratory, Greenbelt, MD, USA.
Richard DamoahMorgan State University & NASA Goddard Space Flight, Biospheric Science Laboratory, Greenbelt, MD, USA.
Kelsey RippDepartment of Medicine, Hospital of the University of Pennsylvania, Philadelphia, USA.
Prasanna JagannathanInfectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Erin A MordecaiDepartment of Biology, Stanford University, Stanford, CA, USA.
A Desiree LaBeaudDepartment of Pediatrics, Division of Infectious Disease, Stanford University School of Medicine, Stanford, CA, USA.
Stanford University · USKenya Medical Research Institute · KEChildren's Hospital of Philadelphia · USGoddard Space Flight Center · USStanford Medicine · USTechnical University of Mombasa · KEUniversities Space Research Association · USUniversity of Nottingham · GB

Funding

The child health impacts of overlapping vector-borne diseases in KenyaR01AI102918 · NIAID · STANFORD UNIVERSITY · PI Angelle Desiree LaBeaud · 2013 to 2026
$7.7M
Global Epidemiology of Infectious DiseasesT32AI052073 · NIAID · STANFORD UNIVERSITY · PI Angelle Desiree LaBeaud, Stephen Patrick Luby · 2003 to 2026
$4.2M
Child and Family Research Institute Stephen Bechtel Post-Doctoral FellowshipNational Science Foundation DEB-1518681National Science Foundation DEB-1640780NIAID NIH HHS R01 AI102918NIAID NIH HHS T32 AI052073NIH HHS R01 AI102918NIH HHS T32 AI 52073-11 A1Stanford Woods Institute for the Environment (US) https://woods.stanford.edu/research/environmental-venture- projects
6 · The paper itself

Abstract

backgroundAmbient temperature is an important determinant of malaria transmission and suitability, affecting the life-cycle of the Plasmodium parasite and Anopheles vector. Early models predicted a thermal malaria transmission optimum of 31 °C, later revised to 25 °C using experimental data from mosquito and parasite biology. However, the link between ambient temperature and human malaria incidence remains poorly resolved.

methodsTo evaluate the relationship between ambient temperature and malaria risk, 5833 febrile children (<18 years-old) with an acute, non-localizing febrile illness were enrolled from four heterogenous outpatient clinic sites in Kenya (Chulaimbo, Kisumu, Msambweni and Ukunda). Thick and thin blood smears were evaluated for the presence of malaria parasites. Daily temperature estimates were obtained from land logger data, and rainfall from National Oceanic and Atmospheric Administration (NOAA)'s Africa Rainfall Climatology (ARC) data. Thirty-day mean temperature and 30-day cumulative rainfall were estimated and each lagged by 30 days, relative to the febrile visit. A generalized linear mixed model was used to assess relationships between malaria smear positivity and predictors including temperature, rainfall, age, sex, mosquito exposure and socioeconomic status.

resultsMalaria smear positivity varied between 42-83% across four clinic sites in western and coastal Kenya, with highest smear positivity in the rural, western site. The temperature ranges were cooler in the western sites and warmer in the coastal sites. In multivariate analysis controlling for socioeconomic status, age, sex, rainfall and bednet use, malaria smear positivity peaked near 25 °C at all four sites, as predicted a priori from an ecological model.

conclusionsThis study provides direct field evidence of a unimodal relationship between ambient temperature and human malaria incidence with a peak in malaria transmission occurring at lower temperatures than previously recognized clinically. This nonlinear relationship with an intermediate optimal temperature implies that future climate warming could expand malaria incidence in cooler, highland regions while decreasing incidence in already warm regions with average temperatures above 25 °C. These findings support efforts to further understand the nonlinear association between ambient temperature and vector-borne diseases to better allocate resources and respond to disease threats in a future, warmer world.

Indexed as

ClimateModels, TheoreticalTemperatureAdolescentAnimalsAnophelesBlood Specimen CollectionChildChild, PreschoolClimate ChangeDisease VectorsFemaleHumansIncidenceInfantInfant, NewbornClimateClinic-based surveillanceKenyaMalaria

Identifiers

PMID31171037
PMCPMC6555721
OpenAlexW2948613847

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.