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RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance
BACKGROUND: The COVID-19 pandemic showcased the power of genomic sequencing to tackle the emergence and spread of infectious diseases. However, metagenomic sequencing of total microbial RNAs in wastewater has the potential to assess multiple infectious diseases simultaneously and has yet to be explo...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150210/ https://www.ncbi.nlm.nih.gov/pubmed/37193348 http://dx.doi.org/10.1016/j.lansea.2023.100205 |
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author | Stockdale, Stephen R. Blanchard, Adam M. Nayak, Amit Husain, Aliabbas Nashine, Rupam Dudani, Hemanshi McClure, C. Patrick Tarr, Alexander W. Nag, Aditi Meena, Ekta Sinha, Vikky Shrivastava, Sandeep K. Hill, Colin Singer, Andrew C. Gomes, Rachel L. Acheampong, Edward Chidambaram, Saravana B. Bhatnagar, Tarun Vetrivel, Umashankar Arora, Sudipti Kashyap, Rajpal Singh Monaghan, Tanya M. |
author_facet | Stockdale, Stephen R. Blanchard, Adam M. Nayak, Amit Husain, Aliabbas Nashine, Rupam Dudani, Hemanshi McClure, C. Patrick Tarr, Alexander W. Nag, Aditi Meena, Ekta Sinha, Vikky Shrivastava, Sandeep K. Hill, Colin Singer, Andrew C. Gomes, Rachel L. Acheampong, Edward Chidambaram, Saravana B. Bhatnagar, Tarun Vetrivel, Umashankar Arora, Sudipti Kashyap, Rajpal Singh Monaghan, Tanya M. |
author_sort | Stockdale, Stephen R. |
collection | PubMed |
description | BACKGROUND: The COVID-19 pandemic showcased the power of genomic sequencing to tackle the emergence and spread of infectious diseases. However, metagenomic sequencing of total microbial RNAs in wastewater has the potential to assess multiple infectious diseases simultaneously and has yet to be explored. METHODS: A retrospective RNA-Seq epidemiological survey of 140 untreated composite wastewater samples was performed across urban (n = 112) and rural (n = 28) areas of Nagpur, Central India. Composite wastewater samples were prepared by pooling 422 individual grab samples collected prospectively from sewer lines of urban municipality zones and open drains of rural areas from 3rd February to 3rd April 2021, during the second COVID-19 wave in India. Samples were pre-processed and total RNA was extracted prior to genomic sequencing. FINDINGS: This is the first study that has utilised culture and/or probe-independent unbiased RNA-Seq to examine Indian wastewater samples. Our findings reveal the detection of zoonotic viruses including chikungunya, Jingmen tick and rabies viruses, which have not previously been reported in wastewater. SARS-CoV-2 was detectable in 83 locations (59%), with stark abundance variations observed between sampling sites. Hepatitis C virus was the most frequently detected infectious virus, identified in 113 locations and co-occurring 77 times with SARS-CoV-2; and both were more abundantly detected in rural areas than urban zones. Concurrent identification of segmented virus genomic fragments of influenza A virus, norovirus, and rotavirus was observed. Geographical differences were also observed for astrovirus, saffold virus, husavirus, and aichi virus that were more prevalent in urban samples, while the zoonotic viruses chikungunya and rabies, were more abundant in rural environments. INTERPRETATION: RNA-Seq can effectively detect multiple infectious diseases simultaneously, facilitating geographical and epidemiological surveys of endemic viruses that could help direct healthcare interventions against emergent and pre-existent infectious diseases as well as cost-effectively and qualitatively characterising the health status of the population over time. FUNDING: 10.13039/100014013UK Research and Innovation (UKRI) 10.13039/100016270Global Challenges Research Fund (GCRF) grant number H54810, as supported by Research England. |
format | Online Article Text |
id | pubmed-10150210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-101502102023-05-01 RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance Stockdale, Stephen R. Blanchard, Adam M. Nayak, Amit Husain, Aliabbas Nashine, Rupam Dudani, Hemanshi McClure, C. Patrick Tarr, Alexander W. Nag, Aditi Meena, Ekta Sinha, Vikky Shrivastava, Sandeep K. Hill, Colin Singer, Andrew C. Gomes, Rachel L. Acheampong, Edward Chidambaram, Saravana B. Bhatnagar, Tarun Vetrivel, Umashankar Arora, Sudipti Kashyap, Rajpal Singh Monaghan, Tanya M. Lancet Reg Health Southeast Asia Articles BACKGROUND: The COVID-19 pandemic showcased the power of genomic sequencing to tackle the emergence and spread of infectious diseases. However, metagenomic sequencing of total microbial RNAs in wastewater has the potential to assess multiple infectious diseases simultaneously and has yet to be explored. METHODS: A retrospective RNA-Seq epidemiological survey of 140 untreated composite wastewater samples was performed across urban (n = 112) and rural (n = 28) areas of Nagpur, Central India. Composite wastewater samples were prepared by pooling 422 individual grab samples collected prospectively from sewer lines of urban municipality zones and open drains of rural areas from 3rd February to 3rd April 2021, during the second COVID-19 wave in India. Samples were pre-processed and total RNA was extracted prior to genomic sequencing. FINDINGS: This is the first study that has utilised culture and/or probe-independent unbiased RNA-Seq to examine Indian wastewater samples. Our findings reveal the detection of zoonotic viruses including chikungunya, Jingmen tick and rabies viruses, which have not previously been reported in wastewater. SARS-CoV-2 was detectable in 83 locations (59%), with stark abundance variations observed between sampling sites. Hepatitis C virus was the most frequently detected infectious virus, identified in 113 locations and co-occurring 77 times with SARS-CoV-2; and both were more abundantly detected in rural areas than urban zones. Concurrent identification of segmented virus genomic fragments of influenza A virus, norovirus, and rotavirus was observed. Geographical differences were also observed for astrovirus, saffold virus, husavirus, and aichi virus that were more prevalent in urban samples, while the zoonotic viruses chikungunya and rabies, were more abundant in rural environments. INTERPRETATION: RNA-Seq can effectively detect multiple infectious diseases simultaneously, facilitating geographical and epidemiological surveys of endemic viruses that could help direct healthcare interventions against emergent and pre-existent infectious diseases as well as cost-effectively and qualitatively characterising the health status of the population over time. FUNDING: 10.13039/100014013UK Research and Innovation (UKRI) 10.13039/100016270Global Challenges Research Fund (GCRF) grant number H54810, as supported by Research England. Elsevier 2023-05-01 /pmc/articles/PMC10150210/ /pubmed/37193348 http://dx.doi.org/10.1016/j.lansea.2023.100205 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Stockdale, Stephen R. Blanchard, Adam M. Nayak, Amit Husain, Aliabbas Nashine, Rupam Dudani, Hemanshi McClure, C. Patrick Tarr, Alexander W. Nag, Aditi Meena, Ekta Sinha, Vikky Shrivastava, Sandeep K. Hill, Colin Singer, Andrew C. Gomes, Rachel L. Acheampong, Edward Chidambaram, Saravana B. Bhatnagar, Tarun Vetrivel, Umashankar Arora, Sudipti Kashyap, Rajpal Singh Monaghan, Tanya M. RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title | RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title_full | RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title_fullStr | RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title_full_unstemmed | RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title_short | RNA-Seq of untreated wastewater to assess COVID-19 and emerging and endemic viruses for public health surveillance |
title_sort | rna-seq of untreated wastewater to assess covid-19 and emerging and endemic viruses for public health surveillance |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150210/ https://www.ncbi.nlm.nih.gov/pubmed/37193348 http://dx.doi.org/10.1016/j.lansea.2023.100205 |
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