Cargando…
Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions
In less than nine months, the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) killed over a million people, including >25,000 in New York City (NYC) alone. The COVID-19 pandemic caused by SARS-CoV-2 highlights clinical needs to detect infection, track strain evolution, and identify b...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954844/ https://www.ncbi.nlm.nih.gov/pubmed/33712587 http://dx.doi.org/10.1038/s41467-021-21361-7 |
_version_ | 1783664159760580608 |
---|---|
author | Butler, Daniel Mozsary, Christopher Meydan, Cem Foox, Jonathan Rosiene, Joel Shaiber, Alon Danko, David Afshinnekoo, Ebrahim MacKay, Matthew Sedlazeck, Fritz J. Ivanov, Nikolay A. Sierra, Maria Pohle, Diana Zietz, Michael Gisladottir, Undina Ramlall, Vijendra Sholle, Evan T. Schenck, Edward J. Westover, Craig D. Hassan, Ciaran Ryon, Krista Young, Benjamin Bhattacharya, Chandrima Ng, Dianna L. Granados, Andrea C. Santos, Yale A. Servellita, Venice Federman, Scot Ruggiero, Phyllis Fungtammasan, Arkarachai Chin, Chen-Shan Pearson, Nathaniel M. Langhorst, Bradley W. Tanner, Nathan A. Kim, Youngmi Reeves, Jason W. Hether, Tyler D. Warren, Sarah E. Bailey, Michael Gawrys, Justyna Meleshko, Dmitry Xu, Dong Couto-Rodriguez, Mara Nagy-Szakal, Dorottya Barrows, Joseph Wells, Heather O’Hara, Niamh B. Rosenfeld, Jeffrey A. Chen, Ying Steel, Peter A. D. Shemesh, Amos J. Xiang, Jenny Thierry-Mieg, Jean Thierry-Mieg, Danielle Iftner, Angelika Bezdan, Daniela Sanchez, Elizabeth Campion, Thomas R. Sipley, John Cong, Lin Craney, Arryn Velu, Priya Melnick, Ari M. Shapira, Sagi Hajirasouliha, Iman Borczuk, Alain Iftner, Thomas Salvatore, Mirella Loda, Massimo Westblade, Lars F. Cushing, Melissa Wu, Shixiu Levy, Shawn Chiu, Charles Schwartz, Robert E. Tatonetti, Nicholas Rennert, Hanna Imielinski, Marcin Mason, Christopher E. |
author_facet | Butler, Daniel Mozsary, Christopher Meydan, Cem Foox, Jonathan Rosiene, Joel Shaiber, Alon Danko, David Afshinnekoo, Ebrahim MacKay, Matthew Sedlazeck, Fritz J. Ivanov, Nikolay A. Sierra, Maria Pohle, Diana Zietz, Michael Gisladottir, Undina Ramlall, Vijendra Sholle, Evan T. Schenck, Edward J. Westover, Craig D. Hassan, Ciaran Ryon, Krista Young, Benjamin Bhattacharya, Chandrima Ng, Dianna L. Granados, Andrea C. Santos, Yale A. Servellita, Venice Federman, Scot Ruggiero, Phyllis Fungtammasan, Arkarachai Chin, Chen-Shan Pearson, Nathaniel M. Langhorst, Bradley W. Tanner, Nathan A. Kim, Youngmi Reeves, Jason W. Hether, Tyler D. Warren, Sarah E. Bailey, Michael Gawrys, Justyna Meleshko, Dmitry Xu, Dong Couto-Rodriguez, Mara Nagy-Szakal, Dorottya Barrows, Joseph Wells, Heather O’Hara, Niamh B. Rosenfeld, Jeffrey A. Chen, Ying Steel, Peter A. D. Shemesh, Amos J. Xiang, Jenny Thierry-Mieg, Jean Thierry-Mieg, Danielle Iftner, Angelika Bezdan, Daniela Sanchez, Elizabeth Campion, Thomas R. Sipley, John Cong, Lin Craney, Arryn Velu, Priya Melnick, Ari M. Shapira, Sagi Hajirasouliha, Iman Borczuk, Alain Iftner, Thomas Salvatore, Mirella Loda, Massimo Westblade, Lars F. Cushing, Melissa Wu, Shixiu Levy, Shawn Chiu, Charles Schwartz, Robert E. Tatonetti, Nicholas Rennert, Hanna Imielinski, Marcin Mason, Christopher E. |
author_sort | Butler, Daniel |
collection | PubMed |
description | In less than nine months, the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) killed over a million people, including >25,000 in New York City (NYC) alone. The COVID-19 pandemic caused by SARS-CoV-2 highlights clinical needs to detect infection, track strain evolution, and identify biomarkers of disease course. To address these challenges, we designed a fast (30-minute) colorimetric test (LAMP) for SARS-CoV-2 infection from naso/oropharyngeal swabs and a large-scale shotgun metatranscriptomics platform (total-RNA-seq) for host, viral, and microbial profiling. We applied these methods to clinical specimens gathered from 669 patients in New York City during the first two months of the outbreak, yielding a broad molecular portrait of the emerging COVID-19 disease. We find significant enrichment of a NYC-distinctive clade of the virus (20C), as well as host responses in interferon, ACE, hematological, and olfaction pathways. In addition, we use 50,821 patient records to find that renin–angiotensin–aldosterone system inhibitors have a protective effect for severe COVID-19 outcomes, unlike similar drugs. Finally, spatial transcriptomic data from COVID-19 patient autopsy tissues reveal distinct ACE2 expression loci, with macrophage and neutrophil infiltration in the lungs. These findings can inform public health and may help develop and drive SARS-CoV-2 diagnostic, prevention, and treatment strategies. |
format | Online Article Text |
id | pubmed-7954844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79548442021-03-28 Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions Butler, Daniel Mozsary, Christopher Meydan, Cem Foox, Jonathan Rosiene, Joel Shaiber, Alon Danko, David Afshinnekoo, Ebrahim MacKay, Matthew Sedlazeck, Fritz J. Ivanov, Nikolay A. Sierra, Maria Pohle, Diana Zietz, Michael Gisladottir, Undina Ramlall, Vijendra Sholle, Evan T. Schenck, Edward J. Westover, Craig D. Hassan, Ciaran Ryon, Krista Young, Benjamin Bhattacharya, Chandrima Ng, Dianna L. Granados, Andrea C. Santos, Yale A. Servellita, Venice Federman, Scot Ruggiero, Phyllis Fungtammasan, Arkarachai Chin, Chen-Shan Pearson, Nathaniel M. Langhorst, Bradley W. Tanner, Nathan A. Kim, Youngmi Reeves, Jason W. Hether, Tyler D. Warren, Sarah E. Bailey, Michael Gawrys, Justyna Meleshko, Dmitry Xu, Dong Couto-Rodriguez, Mara Nagy-Szakal, Dorottya Barrows, Joseph Wells, Heather O’Hara, Niamh B. Rosenfeld, Jeffrey A. Chen, Ying Steel, Peter A. D. Shemesh, Amos J. Xiang, Jenny Thierry-Mieg, Jean Thierry-Mieg, Danielle Iftner, Angelika Bezdan, Daniela Sanchez, Elizabeth Campion, Thomas R. Sipley, John Cong, Lin Craney, Arryn Velu, Priya Melnick, Ari M. Shapira, Sagi Hajirasouliha, Iman Borczuk, Alain Iftner, Thomas Salvatore, Mirella Loda, Massimo Westblade, Lars F. Cushing, Melissa Wu, Shixiu Levy, Shawn Chiu, Charles Schwartz, Robert E. Tatonetti, Nicholas Rennert, Hanna Imielinski, Marcin Mason, Christopher E. Nat Commun Article In less than nine months, the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) killed over a million people, including >25,000 in New York City (NYC) alone. The COVID-19 pandemic caused by SARS-CoV-2 highlights clinical needs to detect infection, track strain evolution, and identify biomarkers of disease course. To address these challenges, we designed a fast (30-minute) colorimetric test (LAMP) for SARS-CoV-2 infection from naso/oropharyngeal swabs and a large-scale shotgun metatranscriptomics platform (total-RNA-seq) for host, viral, and microbial profiling. We applied these methods to clinical specimens gathered from 669 patients in New York City during the first two months of the outbreak, yielding a broad molecular portrait of the emerging COVID-19 disease. We find significant enrichment of a NYC-distinctive clade of the virus (20C), as well as host responses in interferon, ACE, hematological, and olfaction pathways. In addition, we use 50,821 patient records to find that renin–angiotensin–aldosterone system inhibitors have a protective effect for severe COVID-19 outcomes, unlike similar drugs. Finally, spatial transcriptomic data from COVID-19 patient autopsy tissues reveal distinct ACE2 expression loci, with macrophage and neutrophil infiltration in the lungs. These findings can inform public health and may help develop and drive SARS-CoV-2 diagnostic, prevention, and treatment strategies. Nature Publishing Group UK 2021-03-12 /pmc/articles/PMC7954844/ /pubmed/33712587 http://dx.doi.org/10.1038/s41467-021-21361-7 Text en © The Author(s) 2021 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/. |
spellingShingle | Article Butler, Daniel Mozsary, Christopher Meydan, Cem Foox, Jonathan Rosiene, Joel Shaiber, Alon Danko, David Afshinnekoo, Ebrahim MacKay, Matthew Sedlazeck, Fritz J. Ivanov, Nikolay A. Sierra, Maria Pohle, Diana Zietz, Michael Gisladottir, Undina Ramlall, Vijendra Sholle, Evan T. Schenck, Edward J. Westover, Craig D. Hassan, Ciaran Ryon, Krista Young, Benjamin Bhattacharya, Chandrima Ng, Dianna L. Granados, Andrea C. Santos, Yale A. Servellita, Venice Federman, Scot Ruggiero, Phyllis Fungtammasan, Arkarachai Chin, Chen-Shan Pearson, Nathaniel M. Langhorst, Bradley W. Tanner, Nathan A. Kim, Youngmi Reeves, Jason W. Hether, Tyler D. Warren, Sarah E. Bailey, Michael Gawrys, Justyna Meleshko, Dmitry Xu, Dong Couto-Rodriguez, Mara Nagy-Szakal, Dorottya Barrows, Joseph Wells, Heather O’Hara, Niamh B. Rosenfeld, Jeffrey A. Chen, Ying Steel, Peter A. D. Shemesh, Amos J. Xiang, Jenny Thierry-Mieg, Jean Thierry-Mieg, Danielle Iftner, Angelika Bezdan, Daniela Sanchez, Elizabeth Campion, Thomas R. Sipley, John Cong, Lin Craney, Arryn Velu, Priya Melnick, Ari M. Shapira, Sagi Hajirasouliha, Iman Borczuk, Alain Iftner, Thomas Salvatore, Mirella Loda, Massimo Westblade, Lars F. Cushing, Melissa Wu, Shixiu Levy, Shawn Chiu, Charles Schwartz, Robert E. Tatonetti, Nicholas Rennert, Hanna Imielinski, Marcin Mason, Christopher E. Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title | Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title_full | Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title_fullStr | Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title_full_unstemmed | Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title_short | Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions |
title_sort | shotgun transcriptome, spatial omics, and isothermal profiling of sars-cov-2 infection reveals unique host responses, viral diversification, and drug interactions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954844/ https://www.ncbi.nlm.nih.gov/pubmed/33712587 http://dx.doi.org/10.1038/s41467-021-21361-7 |
work_keys_str_mv | AT butlerdaniel shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT mozsarychristopher shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT meydancem shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT fooxjonathan shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT rosienejoel shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT shaiberalon shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT dankodavid shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT afshinnekooebrahim shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT mackaymatthew shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT sedlazeckfritzj shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT ivanovnikolaya shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT sierramaria shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT pohlediana shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT zietzmichael shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT gisladottirundina shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT ramlallvijendra shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT sholleevant shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT schenckedwardj shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT westovercraigd shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT hassanciaran shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT ryonkrista shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT youngbenjamin shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT bhattacharyachandrima shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT ngdiannal shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT granadosandreac shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT santosyalea shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT servellitavenice shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT federmanscot shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT ruggierophyllis shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT fungtammasanarkarachai shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT chinchenshan shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT pearsonnathanielm shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT langhorstbradleyw shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT tannernathana shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT kimyoungmi shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT reevesjasonw shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT hethertylerd shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT warrensarahe shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT baileymichael shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT gawrysjustyna shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT meleshkodmitry shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT xudong shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT coutorodriguezmara shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT nagyszakaldorottya shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT barrowsjoseph shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT wellsheather shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT oharaniamhb shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT rosenfeldjeffreya shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT chenying shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT steelpeterad shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT shemeshamosj shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT xiangjenny shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT thierrymiegjean shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT thierrymiegdanielle shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT iftnerangelika shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT bezdandaniela shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT sanchezelizabeth shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT campionthomasr shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT sipleyjohn shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT conglin shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT craneyarryn shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT velupriya shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT melnickarim shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT shapirasagi shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT hajirasoulihaiman shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT borczukalain shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT iftnerthomas shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT salvatoremirella shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT lodamassimo shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT westbladelarsf shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT cushingmelissa shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT wushixiu shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT levyshawn shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT chiucharles shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT schwartzroberte shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT tatonettinicholas shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT rennerthanna shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT imielinskimarcin shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions AT masonchristophere shotguntranscriptomespatialomicsandisothermalprofilingofsarscov2infectionrevealsuniquehostresponsesviraldiversificationanddruginteractions |