# The impact of meteorological variables on Salmonella bacteraemia in Mysuru District, Karnataka State, India: a retrospective time-series analysis

**Authors:** Naveen Manchal, Mahadevaiah N. Sumana, Megan K. Young, Maria Eugenia Castellanos, Peter Leggat, Oyelola A. Adegboye

PMC · DOI: 10.1177/20499361251389056 · 2025-10-27

## TL;DR

This study explores how weather factors like temperature and humidity affect Salmonella infections in Mysuru, India, and highlights rising antibiotic resistance.

## Contribution

The study provides new insights into how meteorological variables influence Salmonella bacteraemia in a South Indian city.

## Key findings

- Higher mean temperature and absolute humidity were positively linked to Salmonella bacteraemia.
- Monsoon rainfall significantly increased the risk of Salmonella infections.
- High resistance to nalidixic acid and rising ciprofloxacin resistance were observed.

## Abstract

Salmonella species are major pathogens responsible for gastroenteritis and typhoid fever. In 2017, Salmonella enterocolitis caused over 95 million cases of diarrhoea and 50,000 deaths globally, with India bearing more than 50% of the typhoid burden.

To test the association of monthly mean and maximum temperature, precipitation and absolute humidity with the incidence of Salmonella bacteraemia in a metropolitan city in South India.

A retrospective time-series analysis.

This study employed a retrospective time-series analysis to evaluate the influence of meteorological variables, including temperature, absolute humidity and precipitation, on Salmonella bacteraemia in a metropolitan city in South India.

Between 2014 and 2019, a total of 492 blood culture-confirmed cases of Salmonella bacteraemia were identified in Mysuru, India. S. typhi was predominantly among younger patients, while non-typhoidal Salmonella was more frequent in older age groups. Resistance was highest to nalidixic acid (84%), with a rising trend in ciprofloxacin resistance. Increased mean temperature (lags 1–3 months) and absolute humidity were positively associated with Salmonella bacteraemia, while temperature variability was protective, and monsoon rainfall significantly increased the risk. Cumulative exposure–response analyses further showed elevated risks at higher humidity (>26 g/m³), temperatures (>34°C) and extreme precipitation (>250 mm), although confidence intervals were wide and most associations did not reach statistical significance.

This single-centre retrospective time-series analysis has demonstrated that meteorological variables impact the incidence of Salmonella bacteraemia, which could lead to increased antibiotic use and contribute to the development of resistance.

Impact of meteorological variables on Salmonella

Using a retrospective time-series approach, our study evaluates how temperature, absolute humidity, and precipitation influence Salmonella infections in a metropolitan setting in South India, where typhoid and non-typhoidal salmonellosis remain significant public health challenges. While associations between meteorological variables and Salmonella bacteraemia cases were observed, our findings underscore emerging antibiotic resistance trends, particularly high resistance (84%) to Nalidixic acid and a concerning increase in Ciprofloxacin resistance.

## Linked entities

- **Chemicals:** Nalidixic acid (PubChem CID 4421), Ciprofloxacin (PubChem CID 2764)
- **Diseases:** typhoid fever (MONDO:0005619), gastroenteritis (MONDO:0002269)
- **Species:** Salmonella (taxon 590)

## Full-text entities

- **Diseases:** typhoid (MESH:D014435), Salmonella bacteraemia (MESH:D012480), Salmonella enterocolitis (MESH:D004760), gastroenteritis (MESH:D005759), diarrhoea (MESH:D003967), deaths (MESH:D003643)
- **Chemicals:** nalidixic acid (MESH:D009268), ciprofloxacin (MESH:D002939)
- **Species:** Homo sapiens (human, species) [taxon 9606], Salmonella enterica subsp. enterica serovar Typhi (no rank) [taxon 90370]

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12575929/full.md

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Source: https://tomesphere.com/paper/PMC12575929