Evidence map›Paper›PMID 40938866›Full record

ArticlePLOS global public health2025

Respiratory virus infection dynamics and genomic surveillance to detect seasonal influenza subtypes in wastewater: A longitudinal study in Bengaluru, India.

Namrta Daroch, Subash K Kannan, Vishwanath Srikantaiah, Rakesh Mishra, Farah Ishtiaq

Abstract read
In one paragraph

Article in PLOS global public health, 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.

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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.

Namrta DarochTata Institute for Genetics and Society, Bengaluru, Karnataka, India.
Subash K KannanTata Institute for Genetics and Society, Bengaluru, Karnataka, India.
Vishwanath SrikantaiahBiome Environmental Trust, Bengaluru, Karnataka, India.
Rakesh MishraTata Institute for Genetics and Society, Bengaluru, Karnataka, India.
Farah IshtiaqTata Institute for Genetics and Society, Bengaluru, Karnataka, India.ORCID https://orcid.org/0000-0002-6762-7014

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent global pandemics have been caused by respiratory viruses in humans and animals with zoonotic spillover potential. Respiratory viruses, such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), respiratory syncytial virus (RSV), influenza A virus (IAV), and influenza B virus (IBV), share overlapping ecology and similar symptoms. However, respiratory disease surveillance is often passive, relying on clinical specimen testing. Wastewater surveillance has been used for early detection of SARS-CoV-2 variants and can differentiate between respiratory virus infections and SARS-CoV-2 peaks at the community level. In this retrospective longitudinal study covering four SARS-CoV-2 Omicron waves, we conducted monthly sampling for 28 months (812 samples) between August 2021 and December 2023 at 28 sewershed sites in Bengaluru (~11 million inhabitants), India. Using RT-qPCR kits, we quantified SARS-CoV-2 RNA concentrations, IAV, IBV, and RSV to understand community viral infections. We found 86% of samples positive for SARS-CoV-2, while positivity rates for influenza virus and RSV were lower (37% for IAV, 16% for IBV, and 15% for RSV) and this pattern was consistent across sites. We observed a seasonal increase in influenza viruses during the monsoon, peaking in October, with mean IAV viral loads of 755 copies/person/day in 2021, 2000 copies/person/day in 2022, and 1749 copies/person/day in 2023. IAV was present in January and February but absent the rest of 2022. However, IAV viral load was detected throughout 2023 (except in June). IBV showed a similar trend, peaking in October, with mean viral loads of 616.56 copies/person/day in 2021, 323.37 copies/person/day in November 2022, and 373.37 copies/person/day in September 2023. RSV displayed a shorter transmission window, peaking at around 2000 copies/person/day in October. Using genomic data, we provide evidence of changes in the relative abundance of influenza subtypes and SARS-CoV-2 variants, identifying all eight segments of influenza virus genomes and emerging SARS-CoV-2 variants in wastewater samples. Wastewater surveillance provides data on the diversity and relative abundance of respiratory viruses in urban Bengaluru that would not be reported otherwise. Under the One Health framework, wastewater surveillance can offer early warning signs and enhance traceability of infectious diseases in wildlife and humans.

Identifiers

PMID40938866
PMCPMC12431432

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Registered trials

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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.