Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China

Abstract Background The rise of antibiotic resistance has become a critical global health concern, resulting in numerous fatalities annually. Among resistant pathogens, methicillin-resistant Staphylococcus aureus (MRSA) poses a particularly severe and expanding threat. However, there is a lack of co...

Full description

Saved in:
Bibliographic Details
Main Authors: Yi-Chang Zhao, Ming-Xuan Xiao, Zhi-Hua Sun, Jia-Kai Li, Huai-yuan Liu, Bi-Kui Zhang, Hua-Lin Cai, Wei Cao, Feng Yu, Miao Yan
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Environmental Sciences Europe
Subjects:
Online Access:https://doi.org/10.1186/s12302-025-01064-2
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1823862826601545728
author Yi-Chang Zhao
Ming-Xuan Xiao
Zhi-Hua Sun
Jia-Kai Li
Huai-yuan Liu
Bi-Kui Zhang
Hua-Lin Cai
Wei Cao
Feng Yu
Miao Yan
author_facet Yi-Chang Zhao
Ming-Xuan Xiao
Zhi-Hua Sun
Jia-Kai Li
Huai-yuan Liu
Bi-Kui Zhang
Hua-Lin Cai
Wei Cao
Feng Yu
Miao Yan
author_sort Yi-Chang Zhao
collection DOAJ
description Abstract Background The rise of antibiotic resistance has become a critical global health concern, resulting in numerous fatalities annually. Among resistant pathogens, methicillin-resistant Staphylococcus aureus (MRSA) poses a particularly severe and expanding threat. However, there is a lack of comprehensive studies on the prevalence, patterns, and contributing factors of MRSA resistance within mainland China. Methods In this study, the data of MRSA antimicrobial resistance in 31 provinces from 2014 to 2021 were obtained from the China Antimicrobial Resistance Surveillance System (CARSS). Environment and medical care data were obtained either from the National Bureau of Statistics (NBS) database or the National Ministry of Ecology and Environment (NMEE). Multiple linear regression and restricted cubic spline (RCS) was used to explore the potential influencing factors of MRSA antibiotic resistance rate (AMR). Results Significant positive associations were identified between MRSA AMR and various factors, including cadmium pollution, soybean and poultry production, and oil consumption. Conversely, an inverse J-shaped relationship was observed between tap water coverage and MRSA resistance. Other noteworthy correlations included the effects of corn and pork production, as well as antibiotic use intensity. Our predictive model explained 52.7% of the variability in MRSA AMR, demonstrating strong predictive capability. Conclusions This study highlights the significant role of environmental, agricultural, and healthcare factors in influencing MRSA AMR in China. The findings emphasize the need for integrated strategies addressing regional environmental and healthcare quality in combating antibiotic resistance. Extending this research globally could enhance understanding of MRSA resistance dynamics on a broader scale. Graphical Abstract
format Article
id doaj-art-8ee326a5b6c4400b97aa391888588972
institution Kabale University
issn 2190-4715
language English
publishDate 2025-02-01
publisher SpringerOpen
record_format Article
series Environmental Sciences Europe
spelling doaj-art-8ee326a5b6c4400b97aa3918885889722025-02-09T12:24:49ZengSpringerOpenEnvironmental Sciences Europe2190-47152025-02-0137111410.1186/s12302-025-01064-2Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland ChinaYi-Chang Zhao0Ming-Xuan Xiao1Zhi-Hua Sun2Jia-Kai Li3Huai-yuan Liu4Bi-Kui Zhang5Hua-Lin Cai6Wei Cao7Feng Yu8Miao Yan9The Second Xiangya Hospital, Central South UniversityInternational Research Center for Precision Medicine, Transformative Technology and Software ServicesInternational Research Center for Precision Medicine, Transformative Technology and Software ServicesThe Second Xiangya Hospital, Central South UniversityInternational Research Center for Precision Medicine, Transformative Technology and Software ServicesThe Second Xiangya Hospital, Central South UniversityThe Second Xiangya Hospital, Central South UniversityThe Second Xiangya Hospital, Central South UniversitySchool of Basic Medical Sciences and Clinical Pharmacy, China Pharmaceutical UniversityThe Second Xiangya Hospital, Central South UniversityAbstract Background The rise of antibiotic resistance has become a critical global health concern, resulting in numerous fatalities annually. Among resistant pathogens, methicillin-resistant Staphylococcus aureus (MRSA) poses a particularly severe and expanding threat. However, there is a lack of comprehensive studies on the prevalence, patterns, and contributing factors of MRSA resistance within mainland China. Methods In this study, the data of MRSA antimicrobial resistance in 31 provinces from 2014 to 2021 were obtained from the China Antimicrobial Resistance Surveillance System (CARSS). Environment and medical care data were obtained either from the National Bureau of Statistics (NBS) database or the National Ministry of Ecology and Environment (NMEE). Multiple linear regression and restricted cubic spline (RCS) was used to explore the potential influencing factors of MRSA antibiotic resistance rate (AMR). Results Significant positive associations were identified between MRSA AMR and various factors, including cadmium pollution, soybean and poultry production, and oil consumption. Conversely, an inverse J-shaped relationship was observed between tap water coverage and MRSA resistance. Other noteworthy correlations included the effects of corn and pork production, as well as antibiotic use intensity. Our predictive model explained 52.7% of the variability in MRSA AMR, demonstrating strong predictive capability. Conclusions This study highlights the significant role of environmental, agricultural, and healthcare factors in influencing MRSA AMR in China. The findings emphasize the need for integrated strategies addressing regional environmental and healthcare quality in combating antibiotic resistance. Extending this research globally could enhance understanding of MRSA resistance dynamics on a broader scale. Graphical Abstracthttps://doi.org/10.1186/s12302-025-01064-2Antibacterial resistanceEnvironmental pollutionSurveillanceMainland ChinaMethicillin-resistant Staphylococcus aureus
spellingShingle Yi-Chang Zhao
Ming-Xuan Xiao
Zhi-Hua Sun
Jia-Kai Li
Huai-yuan Liu
Bi-Kui Zhang
Hua-Lin Cai
Wei Cao
Feng Yu
Miao Yan
Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
Environmental Sciences Europe
Antibacterial resistance
Environmental pollution
Surveillance
Mainland China
Methicillin-resistant Staphylococcus aureus
title Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
title_full Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
title_fullStr Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
title_full_unstemmed Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
title_short Unmasking MRSA antibiotic resistance: the impact of environment, pollution, and healthcare quality—a nationwide exploration in China: a comprehensive analysis spanning 2014 to 2021 in mainland China
title_sort unmasking mrsa antibiotic resistance the impact of environment pollution and healthcare quality a nationwide exploration in china a comprehensive analysis spanning 2014 to 2021 in mainland china
topic Antibacterial resistance
Environmental pollution
Surveillance
Mainland China
Methicillin-resistant Staphylococcus aureus
url https://doi.org/10.1186/s12302-025-01064-2
work_keys_str_mv AT yichangzhao unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT mingxuanxiao unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT zhihuasun unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT jiakaili unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT huaiyuanliu unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT bikuizhang unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT hualincai unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT weicao unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT fengyu unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina
AT miaoyan unmaskingmrsaantibioticresistancetheimpactofenvironmentpollutionandhealthcarequalityanationwideexplorationinchinaacomprehensiveanalysisspanning2014to2021inmainlandchina