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Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission

As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing and/or sequencing capacity, whic...

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Autores principales: Karthikeyan, Smruthi, Levy, Joshua I., De Hoff, Peter, Humphrey, Greg, Birmingham, Amanda, Jepsen, Kristen, Farmer, Sawyer, Tubb, Helena M., Valles, Tommy, Tribelhorn, Caitlin E., Tsai, Rebecca, Aigner, Stefan, Sathe, Shashank, Moshiri, Niema, Henson, Benjamin, Mark, Adam M., Hakim, Abbas, Baer, Nathan A., Barber, Tom, Belda-Ferre, Pedro, Chacón, Marisol, Cheung, Willi, Cresini, Evelyn S., Eisner, Emily R., Lastrella, Alma L., Lawrence, Elijah S., Marotz, Clarisse A., Ngo, Toan T., Ostrander, Tyler, Plascencia, Ashley, Salido, Rodolfo A., Seaver, Phoebe, Smoot, Elizabeth W., McDonald, Daniel, Neuhard, Robert M., Scioscia, Angela L., Satterlund, Alysson M., Simmons, Elizabeth H., Abelman, Dismas B., Brenner, David, Bruner, Judith C., Buckley, Anne, Ellison, Michael, Gattas, Jeffrey, Gonias, Steven L., Hale, Matt, Hawkins, Faith, Ikeda, Lydia, Jhaveri, Hemlata, Johnson, Ted, Kellen, Vince, Kremer, Brendan, Matthews, Gary, McLawhon, Ronald W., Ouillet, Pierre, Park, Daniel, Pradenas, Allorah, Reed, Sharon, Riggs, Lindsay, Sanders, Alison, Sollenberger, Bradley, Song, Angela, White, Benjamin, Winbush, Terri, Aceves, Christine M., Anderson, Catelyn, Gangavarapu, Karthik, Hufbauer, Emory, Kurzban, Ezra, Lee, Justin, Matteson, Nathaniel L., Parker, Edyth, Perkins, Sarah A., Ramesh, Karthik S., Robles-Sikisaka, Refugio, Schwab, Madison A., Spencer, Emily, Wohl, Shirlee, Nicholson, Laura, McHardy, Ian H., Dimmock, David P., Hobbs, Charlotte A., Bakhtar, Omid, Harding, Aaron, Mendoza, Art, Bolze, Alexandre, Becker, David, Cirulli, Elizabeth T., Isaksson, Magnus, Schiabor Barrett, Kelly M., Washington, Nicole L., Malone, John D., Schafer, Ashleigh Murphy, Gurfield, Nikos, Stous, Sarah, Fielding-Miller, Rebecca, Garfein, Richard S., Gaines, Tommi, Anderson, Cheryl, Martin, Natasha K., Schooley, Robert, Austin, Brett, MacCannell, Duncan R., Kingsmore, Stephen F., Lee, William, Shah, Seema, McDonald, Eric, Yu, Alexander T., Zeller, Mark, Fisch, Kathleen M., Longhurst, Christopher, Maysent, Patty, Pride, David, Khosla, Pradeep K., Laurent, Louise C., Yeo, Gene W., Andersen, Kristian G., Knight, Rob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433318/
https://www.ncbi.nlm.nih.gov/pubmed/35798029
http://dx.doi.org/10.1038/s41586-022-05049-6
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author Karthikeyan, Smruthi
Levy, Joshua I.
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E.
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A.
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S.
Eisner, Emily R.
Lastrella, Alma L.
Lawrence, Elijah S.
Marotz, Clarisse A.
Ngo, Toan T.
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A.
Seaver, Phoebe
Smoot, Elizabeth W.
McDonald, Daniel
Neuhard, Robert M.
Scioscia, Angela L.
Satterlund, Alysson M.
Simmons, Elizabeth H.
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M.
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L.
Parker, Edyth
Perkins, Sarah A.
Ramesh, Karthik S.
Robles-Sikisaka, Refugio
Schwab, Madison A.
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
McHardy, Ian H.
Dimmock, David P.
Hobbs, Charlotte A.
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T.
Isaksson, Magnus
Schiabor Barrett, Kelly M.
Washington, Nicole L.
Malone, John D.
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F.
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M.
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W.
Andersen, Kristian G.
Knight, Rob
author_facet Karthikeyan, Smruthi
Levy, Joshua I.
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E.
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A.
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S.
Eisner, Emily R.
Lastrella, Alma L.
Lawrence, Elijah S.
Marotz, Clarisse A.
Ngo, Toan T.
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A.
Seaver, Phoebe
Smoot, Elizabeth W.
McDonald, Daniel
Neuhard, Robert M.
Scioscia, Angela L.
Satterlund, Alysson M.
Simmons, Elizabeth H.
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M.
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L.
Parker, Edyth
Perkins, Sarah A.
Ramesh, Karthik S.
Robles-Sikisaka, Refugio
Schwab, Madison A.
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
McHardy, Ian H.
Dimmock, David P.
Hobbs, Charlotte A.
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T.
Isaksson, Magnus
Schiabor Barrett, Kelly M.
Washington, Nicole L.
Malone, John D.
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F.
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M.
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W.
Andersen, Kristian G.
Knight, Rob
author_sort Karthikeyan, Smruthi
collection PubMed
description As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing and/or sequencing capacity, which can also introduce biases(1–3). SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing(4,5). Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We developed and deployed improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detected emerging variants of concern up to 14 days earlier in wastewater samples, and identified multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission.
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spelling pubmed-94333182022-09-02 Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission Karthikeyan, Smruthi Levy, Joshua I. De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E. Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A. Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S. Eisner, Emily R. Lastrella, Alma L. Lawrence, Elijah S. Marotz, Clarisse A. Ngo, Toan T. Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A. Seaver, Phoebe Smoot, Elizabeth W. McDonald, Daniel Neuhard, Robert M. Scioscia, Angela L. Satterlund, Alysson M. Simmons, Elizabeth H. Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M. Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L. Parker, Edyth Perkins, Sarah A. Ramesh, Karthik S. Robles-Sikisaka, Refugio Schwab, Madison A. Spencer, Emily Wohl, Shirlee Nicholson, Laura McHardy, Ian H. Dimmock, David P. Hobbs, Charlotte A. Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T. Isaksson, Magnus Schiabor Barrett, Kelly M. Washington, Nicole L. Malone, John D. Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F. Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M. Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W. Andersen, Kristian G. Knight, Rob Nature Article As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing and/or sequencing capacity, which can also introduce biases(1–3). SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing(4,5). Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We developed and deployed improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detected emerging variants of concern up to 14 days earlier in wastewater samples, and identified multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission. Nature Publishing Group UK 2022-07-07 2022 /pmc/articles/PMC9433318/ /pubmed/35798029 http://dx.doi.org/10.1038/s41586-022-05049-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Karthikeyan, Smruthi
Levy, Joshua I.
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E.
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A.
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S.
Eisner, Emily R.
Lastrella, Alma L.
Lawrence, Elijah S.
Marotz, Clarisse A.
Ngo, Toan T.
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A.
Seaver, Phoebe
Smoot, Elizabeth W.
McDonald, Daniel
Neuhard, Robert M.
Scioscia, Angela L.
Satterlund, Alysson M.
Simmons, Elizabeth H.
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M.
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L.
Parker, Edyth
Perkins, Sarah A.
Ramesh, Karthik S.
Robles-Sikisaka, Refugio
Schwab, Madison A.
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
McHardy, Ian H.
Dimmock, David P.
Hobbs, Charlotte A.
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T.
Isaksson, Magnus
Schiabor Barrett, Kelly M.
Washington, Nicole L.
Malone, John D.
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F.
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M.
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W.
Andersen, Kristian G.
Knight, Rob
Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title_full Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title_fullStr Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title_full_unstemmed Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title_short Wastewater sequencing reveals early cryptic SARS-CoV-2 variant transmission
title_sort wastewater sequencing reveals early cryptic sars-cov-2 variant transmission
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433318/
https://www.ncbi.nlm.nih.gov/pubmed/35798029
http://dx.doi.org/10.1038/s41586-022-05049-6
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