Evidence map›Paper›PMID 40419687›Full record

ArticleScientific reports2025

Panel data analysis of the effect of ambient temperature on antimicrobial resistance in China.

Ruxin Kou, Xiying Li, Haixia Wang, Yuanyang Wu, Dongdong Zou, Jinwen Hu, Shengyue Qiu, Lianping Yang, Xinping Zhang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. 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

9 authors.

Ruxin KouSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Xiying LiSchool of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China.
Haixia WangSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Yuanyang WuSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Dongdong ZouSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Jinwen HuSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Shengyue QiuSchool of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China.
Lianping YangSchool of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China.
Xinping ZhangSchool of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China. xpzhang602@hust.edu.cn.

Funding

National Natural Science Foundation of China 72074085
6 · The paper itself

Abstract

Antimicrobial resistance (AMR) has been causing tremendous loss of life, health and economic property, and WHO identified carbapenem-resistant gram-negative (CRGN) as the most urgent bacteria. The impact of climate change on AMR has received worldwide attention, but the evidence is insufficient. The prevalence of carbapenem-resistant antibiotic-resistant Klebsiella pneumoniae (CRKP), Acinetobacter baumannii (CRAB), and Pseudomonas aeruginosa (CRPA) from the Chinese Antibiotic Resistance Surveillance System from 2014 to 2023 were used as the dependent variable, the average ambient temperature from the China Statistical Yearbook was used as the independent variable. After controlling factors from socio-economic, environmental and medical services, natural log-linear regression analysis was used and found that CRKP and CRAB increased 1.093-fold and 1.021-fold, respectively, for every 1˚C ambient temperature increase. And this effect was similarly validated in the subgroup models for seasons and regions. In addition, we determined that health facilities, hospital beds per capita, and PM

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialTemperatureAcinetobacter baumanniiCarbapenemsChinaClimate ChangeData AnalysisHumansKlebsiella pneumoniaePseudomonas aeruginosaSeasonsAnti-Bacterial AgentsCarbapenems

Identifiers

PMID40419687
PMCPMC12106676

What OpenQuestion holds

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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.