Evidence map›Paper›PMID 39024619›Full record

ArticleJournal of global health2024

Modelling climate impacts on paediatric sepsis incidence and severity in Bangladesh.

Gazi Ms Mamun, Katelyn Moretti, Farzana Afroze, Ben J Brintz, Abu Smmh Rahman, Monique Gainey, Monira Sarmin, Shamsun N Shaima, Mohammod J Chisti, Adam C Levine and 1 more

Abstract read
In one paragraph

Article in Journal of global health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Review
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

11 authors.

Gazi Ms Mamun *Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Katelyn Moretti *Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
Farzana AfrozeNutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Ben J BrintzDivision of Epidemiology, Internal Medicine, University of Utah, Salt Lake City, Utah, USA.
Abu Smmh RahmanInfectious Diseases Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Monique GaineyRhode Island Hospital, Providence, Rhode Island, USA.
Monira SarminNutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Shamsun N ShaimaNutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Mohammod J ChistiNutrition Research Division, International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh.
Adam C LevineDepartment of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
Stephanie C GarbernDepartment of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.

Funding

CTSA UM1 Program at University of UtahUM1TR004409 · NCATS · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI RACHEL HESS, Jennifer Juhl Majersik · 2023 to 2026
$21.9M
Supplement to Development of a Mobile Health Personalized Physiologic Analytics Tool for Pediatric Patients with SepsisR33TW012211 · FIC · RHODE ISLAND HOSPITAL · PI GARBERN, STEPHANIE CHOW, LEVINE, ADAM CARL · 2023 to 2025
$1.1M
Development of a Mobile Health Personalized Physiologic Analytics Tool for Pediatric Patients with SepsisR21TW012211 · FIC · RHODE ISLAND HOSPITAL · PI LEVINE, ADAM CARL · 2021 to 2022
$456k
FIC NIH HHS R21 TW012211FIC NIH HHS R33 TW012211NCATS NIH HHS UM1 TR004409
6 · The paper itself

Abstract

Background: Sepsis is a leading cause of paediatric mortality worldwide, disproportionately affecting children in low- and middle-income countries. The impacts of climate change on the burden and outcomes of sepsis in low- and middle-income countries, particularly in paediatric populations, remain poorly understood. We aimed to assess the associations between climate variables (temperature and precipitation) and paediatric sepsis incidence and mortality in Bangladesh, one of the countries most affected by climate change. Methods: We conducted retrospective analyses of patient-level data from the International Centre for Diarrhoeal Disease Research, Bangladesh, and environmental data from the National Oceanic and Atmospheric Administration. Using random forests, we assessed associations between sepsis incidence and sepsis mortality with temperature and precipitation between 2009-22. Results: A nonlinear relationship between temperature and sepsis incidence and mortality was identified. The lowest incidence occurred at an optimum temperature of 26.6°C with a gradual increase below and a sharp rise above this temperature. Higher precipitation levels showed a general trend of increased sepsis incidence. A similar distribution for sepsis mortality was identified with an optimum temperature of 28°C. Conclusions: Findings suggest that environmental temperature and precipitation play a role in paediatric sepsis incidence and sepsis mortality in Bangladesh. As children are particularly vulnerable to climate impacts, it is important to consider climate change in health care planning and resource allocation, especially in resource-limited settings, to allow for surge capacity planning during warmer and wetter seasons. Further prospective research from more globally representative data sets will provide more robust evidence on the nature of the relationships between climate variables and paediatric sepsis worldwide.

Indexed as

Climate ChangeSepsisAdolescentBangladeshChildChild, PreschoolFemaleHumansIncidenceInfantInfant, NewbornMaleModels, TheoreticalRetrospective StudiesSeverity of Illness IndexTemperature

Identifiers

PMID39024619
PMCPMC11257703

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Registered trials

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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.