Evidence map›Paper›PMID 41283070›Full record

ArticleOne health (Amsterdam, Netherlands)2025

Environmental transmission from bamboo rats: Mapping current and future talaromycosis risk in China under climate change.

Nan Xu, Xiaoyun Min, Kunyi Wu, Ting La, Bo Cao

Abstract read
In one paragraph

Article in One health (Amsterdam, Netherlands), 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
  2. Article
  3. Article
  4. Article
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

5 authors.

Nan XuDepartment of Clinical Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China.
Xiaoyun MinCore Research Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China.
Kunyi WuCore Research Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China.
Ting LaNational-Local Joint Engineering Research Center of Biodiagnosis & Biotherapy, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China.
Bo CaoDepartment of Infectious Diseases, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Talaromycosis (TSM), a severe fungal infection caused by Methods: Here, we first employed a One Health framework to model current and future TM/TSM risk distributions across China. Using the Maximum Entropy (Maxent) model, we predicted the habitat suitability for three key bamboo rat reservoir species. Based on this, we developed the risk distribution maps of TM/TSM across China by integrating socio-economic factors. Results: Accurate modeling results (AUC: 0.958-0.999) identified precipitation- and temperature- related factors as decisive environmental drivers. Specifically, high-suitability regions were concentrated in Southern/Southwestern China (Yunnan, Guangxi, Guizhou, Sichuan, Hunan, and Guangdong Provinces), coincident with known endemic areas. Furthermore, human infection risk maps were generated by integrating suitability distribution with socio-economic factors (HIV incidence, population density, GDP). High-risk hotspots stratified by HIV status confirmed core endemic zones for HIV-positive populations and identified broader risk areas for HIV-negative populations (e.g., parts of Guangdong, Jiangxi and Fujian Provinces). Projections under different climate change scenarios showed host suitability will decrease under low emissions (SSP126) but expand under high emissions (SSP585), indicating dynamic future TM/TSM risk patterns and disease administration dependent on emission conditions. Conclusions: Collectively, these findings first revealed high-resolution predictive risk maps of TM/TSM in China and provided valuable reference for targeted public health interventions. The proposed methods in this study will also shed light on the prevention and administration of other "fungi - animal host - human" diseases in both current and emerging risk zones under climate change in the future.

Indexed as

Bamboo ratMaxentRisk distributionTalaromyces marneffeiTalaromycosis

Identifiers

PMID41283070
PMCPMC12639262

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.