Evidence map›Paper›PMID 41088037›Full record

ArticleBMC infectious diseases2025

Climate change and its impact on spatial and temporal distribution of visceral leishmaniasis transmission risk in Nepal.

Bipin Kumar Acharya, Carolin Vegvari, Jane Lillywhite, Haydn James Lillywhite, David Kloos, Nastu Sharma, Meghnath Dhimal

Abstract read
In one paragraph

Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. 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

7 authors.

Bipin Kumar AcharyaPlanetary Health Research Centre, Kathmandu, Nepal. acharyageog@gmail.com.ORCID http://orcid.org/0000-0002-3824-5973
Carolin VegvariOriole Global Health, London, UK.ORCID http://orcid.org/0000-0003-2018-011X
Jane LillywhiteOriole Global Health, London, UK.
Haydn James LillywhiteOriole Global Health, London, UK.
David KloosOriole Global Health, London, UK.
Nastu SharmaCrown Agents, London, UK.
Meghnath DhimalNepal Health Research Council, Kathmandu, Nepal. meghdhimal@gmail.com.ORCID http://orcid.org/0000-0001-7176-7821

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Visceral leishmaniasis (VL), also known as kala-azar, has posed significant challenges to elimination efforts due to increased reporting of new cases from high mountain and previously considered non-endemic areas in Nepal. Understanding the potential distribution of disease risk and its changing patterns in the context of climate change is vital to inform policies and target available resources effectively. In this study we modelled and mapped climatically (environmentally) areas suitable for VL transmission based on the ecological niche principle and machine learning modelling techniques. The results revealed that about 34% of the land area in the lowland Tarai region and river valleys in the hill and mountain regions of Nepal are currently suitable for VL transmission. Climate change is expected to increase the suitable area to 43% in the pessimistic scenario (SSP 585) for both time periods (2050s and 2070s), while the area at risk of transmission will remain static stagnant or slightly decrease in the optimistic scenario (SSP245) for both periods. Environmental suitability for VL transmission will decrease in the eastern lowland but increase in the West. The assessment of the proportion of the population at risk of VL transmission is about 81% which is expected to decrease in future, as VL risk decreases in some more densely populated areas. However, the predicted spatial shift of the population at risk will expose new populations at risk of transmission of VL. Our findings may contribute to design evidence-based health polices and to optimally target limited resources in the National VL Elimination programme.

Indexed as

Climate ChangeLeishmaniasis, VisceralHumansNepalSpatio-Temporal AnalysisClimate changeEcological niche modelMachine learningVL transmission

Identifiers

PMID41088037
PMCPMC12523026

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.