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Updated: Mar 14, 2026

Isolation and Identification of Waterborne Antibiotic-Resistant Bacteria and Molecular Characterization of their Antibiotic Resistance Genes
Published on: March 3, 2023
Poverty and prevalence of antimicrobial resistance in invasive isolates
Gerardo Alvarez-Uria1, Sumanth Gandra2, Ramanan Laxminarayan3
1Department of Infectious Diseases, Rural Development Trust Hospital, Bathalapalli, Andhra Pradesh, India.
Objectives:
To evaluate the association between the income status of a country and the prevalence of antimicrobial resistance (AMR) in the three most common bacteria causing infections in hospitals and in the community: third-generation cephalosporin (3GC)-resistant Escherichia coli, methicillin-resistant Staphylococcus aureus (MRSA), and 3GC-resistant Klebsiella species.
Methods:
Using 2013-2014 country-specific data from the ResistanceMap repository and the World Bank, the association between the prevalence of AMR in invasive samples and the gross national income (GNI) per capita was investigated through linear regression with robust standard errors. To account for non-linear association with the dependent variable, GNI per capita was log-transformed.
Results:
The models predicted an 11.3% (95% confidence interval (CI) 6.5-16.2%), 18.2% (95% CI 11-25.5%), and 12.3% (95% CI 5.5-19.1%) decrease in the prevalence of 3GC-resistant E. coli, 3GC-resistant Klebsiella species, and MRSA, respectively, for each log GNI per capita. The association was stronger for 3GC-resistant E. coli and Klebsiella species than for MRSA.
Conclusions:
A significant negative association between GNI per capita and the prevalence of MRSA and 3GC-resistant E. coli and Klebsiella species was found. These results underscore the urgent need for new policies aimed at reducing AMR in resource-poor settings.
Insights
Higher national income is linked to lower antimicrobial resistance (AMR) rates for common hospital-acquired infections like MRSA and resistant E. coli and Klebsiella. This highlights the need for targeted AMR reduction strategies in lower-income countries.
Area of Science:
- Global Health
- Infectious Diseases
- Microbiology
Background:
- Antimicrobial resistance (AMR) poses a significant threat to global public health.
- Prevalence of specific resistant bacteria varies globally, impacting treatment efficacy.
- Socioeconomic factors, such as national income, may influence AMR patterns.
Purpose of the Study:
- To investigate the relationship between a country's income status and the prevalence of key antimicrobial-resistant (AMR) bacteria.
- To assess the association between Gross National Income (GNI) per capita and AMR in third-generation cephalosporin (3GC)-resistant Escherichia coli, methicillin-resistant Staphylococcus aureus (MRSA), and 3GC-resistant Klebsiella species.
Main Methods:
- Utilized country-specific data from 2013-2014 from the ResistanceMap repository and the World Bank.
- Employed linear regression with robust standard errors to analyze the association between AMR prevalence and GNI per capita.
- Log-transformed GNI per capita to account for non-linear relationships.
Main Results:
- A significant negative association was observed between GNI per capita and the prevalence of MRSA, 3GC-resistant E. coli, and 3GC-resistant Klebsiella species.
- Models predicted decreases in prevalence for each log increase in GNI per capita: 11.3% for 3GC-resistant E. coli, 18.2% for 3GC-resistant Klebsiella species, and 12.3% for MRSA.
- The association was more pronounced for 3GC-resistant E. coli and Klebsiella species compared to MRSA.
Conclusions:
- Higher national income is significantly associated with lower prevalence of key resistant bacteria like MRSA and 3GC-resistant E. coli and Klebsiella.
- Findings emphasize the critical need for developing and implementing targeted policies to combat AMR, particularly in resource-limited settings.
- Addressing socioeconomic disparities is crucial for effective global AMR control strategies.
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