# Uncovering SARS-CoV-2 Molecular Epidemiology Across the Pandemic Transition: Insights into Transmission in Clinical and Environmental Samples

**Authors:** Vrushali D. Patil, Rashmi Chowdhary, Anvita Gupta Malhotra, Jitendra Singh, Debasis Biswas, Rajnish Joshi, Jagat Rakesh Kanwar

PMC · DOI: 10.3390/v17050726 · Viruses · 2025-05-19

## TL;DR

This study explores how SARS-CoV-2 spreads through clinical and environmental samples in India, highlighting the role of sewage surveillance in tracking silent virus circulation.

## Contribution

The study introduces sewage surveillance as a potential early warning system for SARS-CoV-2 outbreaks.

## Key findings

- 30% of stool samples from infected patients tested positive for SARS-CoV-2 RNA.
- Live virus was detected in 70% of nasopharyngeal and 65% of saliva samples.
- Sewage samples showed no live virus despite RNA detection, suggesting silent community transmission.

## Abstract

Background: Respiratory droplets are the main way in which the COVID-19 pandemic’s causal agent, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), spreads. Angiotensin-converting enzyme 2 (ACE2) receptors, especially in lung cells, allow the virus to enter host cells. However, ACE2 expression in intestinal cells has sparked worries about possible fecal transfer, particularly in poor-sanitation areas like India. Methods: Between July 2021 and July 2024, clinical (nasopharyngeal, saliva, and stool samples) and sewage samples were collected from outpatient departments and sewage treatment plants (STPs), respectively, from the high-population-density area under study in order to investigate SARS-CoV-2 transmission. Results: This proof-of-concept study analyzed clinical samples from n = 60 COVID-19-positive patients at a central Indian tertiary care hospital and n = 156 samples from hospital STPs. Variants of SARS-CoV-2 were found using qRT-PCR and Next-Generation Sequencing (NGS). Of the n = 37 qRT-PCR-positive patients who gave their assent, 30% had stool samples that tested positive for viral RNA. In 70% of positive NP and 65% of positive saliva samples, along with two stool samples from immunocompromised patients, the live virus was identified using Vero E6 cell lines. Although 18% of the tests reported qRT-PCR-positive results, no live virus was detected in sewage samples despite NGS validation. The detection of SARS-CoV-2 in the absence of confirmed clinical cases may indicate the silent circulation of the virus within the community, suggesting that sewage surveillance can serve as an early warning system before an outbreak occurs. Conclusions: These findings provide critical insights into the importance of continuous environmental surveillance, silent virus circulation, changes in viral epidemiology throughout the years, and strategies to mitigate coronavirus outbreaks.

## Linked entities

- **Proteins:** ACE2 (angiotensin converting enzyme 2)
- **Diseases:** SARS-CoV-2 (MONDO:0100096), COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}
- **Diseases:** COVID-19 (MESH:D000086382)
- **Species:** Gammacoronavirus (genus) [taxon 694013], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** Vero E6 — Chlorocebus sabaeus (Green monkey), Spontaneously immortalized cell line (CVCL_0574)

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12115710/full.md

## References

59 references — full list in the complete paper: https://tomesphere.com/paper/PMC12115710/full.md

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Source: https://tomesphere.com/paper/PMC12115710