Pretest Symptom Duration and Cycle Threshold Values for Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-Transcription Polymerase Chain Reaction Predict Coronavirus Disease 2019 Mortality
Abstract Background The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to...
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creator | Miller, Emily Happy Zucker, Jason Castor, Delivette Annavajhala, Medini K Sepulveda, Jorge L Green, Daniel A Whittier, Susan Scherer, Matthew Medrano, Nicola Sobieszczyk, Magdalena E Yin, Michael T Kuhn, Louise Uhlemann, Anne-Catrin |
description | Abstract
Background
The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to clinicians caring for patients with coronavirus disease 2019 (COVID-19).
Methods
We conducted an observational study between March 10 and May 30, 2020 at a large quaternary academic medical center in New York City. Patient characteristics, laboratory values, and clinical outcomes were abstracted from the electronic medical records. Of all patients tested for SARS-CoV-2 during this time (N = 16 384), there were 5467 patients with positive tests, 4254 of which had available cycle threshold (Ct) values and were included in further analysis. Univariable and multivariable logistic regression models were used to test associations between Ct values, duration of symptoms before testing, patient characteristics, and mortality. The primary outcome is defined as death or discharge to hospice.
Results
Lower Ct values at diagnosis (ie, higher viral load) were associated with significantly higher mortality among both in- and outpatients. It is interesting to note that patients with a shorter time since the onset of symptoms to testing had a worse prognosis, with those presenting less than 3 days from symptom onset having 2-fold increased odds of death. After adjusting for time since symptom onset and other clinical covariates, Ct values remained a strong predictor of mortality.
Conclusions
Severe acute respiratory syndrome coronavirus 2 reverse-transcription polymerase chain reaction Ct value and duration of symptoms are strongly associated with mortality. These 2 factors add useful information for clinicians to risk stratify patients presenting with COVID-19.
Duration of symptoms before presentation is an independent predictor of poor patient outcomes in COVID-19 disease. Patients presenting in the first 3 days of symptoms have 2-fold increased odds of death. Moroever, SARS-CoV-2 Ct values are a predictor of mortality. |
doi_str_mv | 10.1093/ofid/ofab003 |
format | Article |
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Background
The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to clinicians caring for patients with coronavirus disease 2019 (COVID-19).
Methods
We conducted an observational study between March 10 and May 30, 2020 at a large quaternary academic medical center in New York City. Patient characteristics, laboratory values, and clinical outcomes were abstracted from the electronic medical records. Of all patients tested for SARS-CoV-2 during this time (N = 16 384), there were 5467 patients with positive tests, 4254 of which had available cycle threshold (Ct) values and were included in further analysis. Univariable and multivariable logistic regression models were used to test associations between Ct values, duration of symptoms before testing, patient characteristics, and mortality. The primary outcome is defined as death or discharge to hospice.
Results
Lower Ct values at diagnosis (ie, higher viral load) were associated with significantly higher mortality among both in- and outpatients. It is interesting to note that patients with a shorter time since the onset of symptoms to testing had a worse prognosis, with those presenting less than 3 days from symptom onset having 2-fold increased odds of death. After adjusting for time since symptom onset and other clinical covariates, Ct values remained a strong predictor of mortality.
Conclusions
Severe acute respiratory syndrome coronavirus 2 reverse-transcription polymerase chain reaction Ct value and duration of symptoms are strongly associated with mortality. These 2 factors add useful information for clinicians to risk stratify patients presenting with COVID-19.
Duration of symptoms before presentation is an independent predictor of poor patient outcomes in COVID-19 disease. Patients presenting in the first 3 days of symptoms have 2-fold increased odds of death. Moroever, SARS-CoV-2 Ct values are a predictor of mortality.</description><identifier>ISSN: 2328-8957</identifier><identifier>EISSN: 2328-8957</identifier><identifier>DOI: 10.1093/ofid/ofab003</identifier><identifier>PMID: 33604401</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Analysis ; Coronaviruses ; Major ; Medical centers ; Medical colleges ; Medical records ; Medical research ; Medicine, Experimental ; Mortality ; Patient outcomes ; Polymerase chain reaction ; Prognosis ; Severe acute respiratory syndrome</subject><ispartof>Open Forum Infectious Diseases, 2021-02, Vol.8 (2), p.ofab003-ofab003</ispartof><rights>The Author(s) 2021. Published by Oxford University Press on behalf of Infectious Diseases Society of America. 2021</rights><rights>The Author(s) 2021. Published by Oxford University Press on behalf of Infectious Diseases Society of America.</rights><rights>COPYRIGHT 2021 Oxford University Press</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c549t-1209c3c99784c44bdaa0796905476d293229fe0555ae3e64e4bb77cd6f7245b93</citedby><cites>FETCH-LOGICAL-c549t-1209c3c99784c44bdaa0796905476d293229fe0555ae3e64e4bb77cd6f7245b93</cites><orcidid>0000-0002-0640-5653 ; 0000-0001-6987-6412</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798567/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798567/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,1598,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33604401$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Miller, Emily Happy</creatorcontrib><creatorcontrib>Zucker, Jason</creatorcontrib><creatorcontrib>Castor, Delivette</creatorcontrib><creatorcontrib>Annavajhala, Medini K</creatorcontrib><creatorcontrib>Sepulveda, Jorge L</creatorcontrib><creatorcontrib>Green, Daniel A</creatorcontrib><creatorcontrib>Whittier, Susan</creatorcontrib><creatorcontrib>Scherer, Matthew</creatorcontrib><creatorcontrib>Medrano, Nicola</creatorcontrib><creatorcontrib>Sobieszczyk, Magdalena E</creatorcontrib><creatorcontrib>Yin, Michael T</creatorcontrib><creatorcontrib>Kuhn, Louise</creatorcontrib><creatorcontrib>Uhlemann, Anne-Catrin</creatorcontrib><title>Pretest Symptom Duration and Cycle Threshold Values for Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-Transcription Polymerase Chain Reaction Predict Coronavirus Disease 2019 Mortality</title><title>Open Forum Infectious Diseases</title><addtitle>Open Forum Infect Dis</addtitle><description>Abstract
Background
The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to clinicians caring for patients with coronavirus disease 2019 (COVID-19).
Methods
We conducted an observational study between March 10 and May 30, 2020 at a large quaternary academic medical center in New York City. Patient characteristics, laboratory values, and clinical outcomes were abstracted from the electronic medical records. Of all patients tested for SARS-CoV-2 during this time (N = 16 384), there were 5467 patients with positive tests, 4254 of which had available cycle threshold (Ct) values and were included in further analysis. Univariable and multivariable logistic regression models were used to test associations between Ct values, duration of symptoms before testing, patient characteristics, and mortality. The primary outcome is defined as death or discharge to hospice.
Results
Lower Ct values at diagnosis (ie, higher viral load) were associated with significantly higher mortality among both in- and outpatients. It is interesting to note that patients with a shorter time since the onset of symptoms to testing had a worse prognosis, with those presenting less than 3 days from symptom onset having 2-fold increased odds of death. After adjusting for time since symptom onset and other clinical covariates, Ct values remained a strong predictor of mortality.
Conclusions
Severe acute respiratory syndrome coronavirus 2 reverse-transcription polymerase chain reaction Ct value and duration of symptoms are strongly associated with mortality. These 2 factors add useful information for clinicians to risk stratify patients presenting with COVID-19.
Duration of symptoms before presentation is an independent predictor of poor patient outcomes in COVID-19 disease. Patients presenting in the first 3 days of symptoms have 2-fold increased odds of death. Moroever, SARS-CoV-2 Ct values are a predictor of mortality.</description><subject>Analysis</subject><subject>Coronaviruses</subject><subject>Major</subject><subject>Medical centers</subject><subject>Medical colleges</subject><subject>Medical records</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Mortality</subject><subject>Patient outcomes</subject><subject>Polymerase chain reaction</subject><subject>Prognosis</subject><subject>Severe acute respiratory syndrome</subject><issn>2328-8957</issn><issn>2328-8957</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><recordid>eNp9kk9vFCEYxidGY5vam2fDTQ9OZRgYlovJZuu_pMbGrl4JA-90MTMwBWaT-Xp-MllnbdqLIQHC-3se4M1TFC8rfFFhUb_znTV5Ui3G9ZPilNRkVa4E408f7E-K8xh_YYyrCjPMxfPipK4bTCmuTovf1wESxIRu5mFMfkCXU1DJeoeUM2gz6x7Qdhcg7nxv0E_VTxBR5wO6gT0EQGs9JUDfIY4263yYs5EzwQ-ANj54p_Y2TBGRjGQ-QrkNykUd7Pj3kmvfzwMEFTO-U9ZlTOmlEsBYnR65XNoIB5TgSqCvPiTV2zS_KJ51qo9wflzPih8fP2w3n8urb5--bNZXpWZUpLIiWOhaC8FXVFPaGqVyMxqBGeWNIaImRHSAGWMKamgo0LblXJum44SyVtRnxfvFd5zaAYwGl4Lq5RjsoMIsvbLyccXZnbz1e8m5WLGGZ4M3R4Pg73Ifkxxs1ND3yoGfoiRUVIJyQZqMXizorepBWtf57KjzMDBY7R10Np-vG8ExEYzhLHi7CHTwMQbo7t9VYXmIijxERR6jkvFXD_9yD_8LRgZeL4Cfxv9b_QEEu81j</recordid><startdate>20210201</startdate><enddate>20210201</enddate><creator>Miller, Emily Happy</creator><creator>Zucker, Jason</creator><creator>Castor, Delivette</creator><creator>Annavajhala, Medini K</creator><creator>Sepulveda, Jorge L</creator><creator>Green, Daniel A</creator><creator>Whittier, Susan</creator><creator>Scherer, Matthew</creator><creator>Medrano, Nicola</creator><creator>Sobieszczyk, Magdalena E</creator><creator>Yin, Michael T</creator><creator>Kuhn, Louise</creator><creator>Uhlemann, Anne-Catrin</creator><general>Oxford University Press</general><scope>TOX</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IAO</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0640-5653</orcidid><orcidid>https://orcid.org/0000-0001-6987-6412</orcidid></search><sort><creationdate>20210201</creationdate><title>Pretest Symptom Duration and Cycle Threshold Values for Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-Transcription Polymerase Chain Reaction Predict Coronavirus Disease 2019 Mortality</title><author>Miller, Emily Happy ; Zucker, Jason ; Castor, Delivette ; Annavajhala, Medini K ; Sepulveda, Jorge L ; Green, Daniel A ; Whittier, Susan ; Scherer, Matthew ; Medrano, Nicola ; Sobieszczyk, Magdalena E ; Yin, Michael T ; Kuhn, Louise ; Uhlemann, Anne-Catrin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c549t-1209c3c99784c44bdaa0796905476d293229fe0555ae3e64e4bb77cd6f7245b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Analysis</topic><topic>Coronaviruses</topic><topic>Major</topic><topic>Medical centers</topic><topic>Medical colleges</topic><topic>Medical records</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Mortality</topic><topic>Patient outcomes</topic><topic>Polymerase chain reaction</topic><topic>Prognosis</topic><topic>Severe acute respiratory syndrome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miller, Emily Happy</creatorcontrib><creatorcontrib>Zucker, Jason</creatorcontrib><creatorcontrib>Castor, Delivette</creatorcontrib><creatorcontrib>Annavajhala, Medini K</creatorcontrib><creatorcontrib>Sepulveda, Jorge L</creatorcontrib><creatorcontrib>Green, Daniel A</creatorcontrib><creatorcontrib>Whittier, Susan</creatorcontrib><creatorcontrib>Scherer, Matthew</creatorcontrib><creatorcontrib>Medrano, Nicola</creatorcontrib><creatorcontrib>Sobieszczyk, Magdalena E</creatorcontrib><creatorcontrib>Yin, Michael T</creatorcontrib><creatorcontrib>Kuhn, Louise</creatorcontrib><creatorcontrib>Uhlemann, Anne-Catrin</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale Academic OneFile</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Open Forum Infectious Diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miller, Emily Happy</au><au>Zucker, Jason</au><au>Castor, Delivette</au><au>Annavajhala, Medini K</au><au>Sepulveda, Jorge L</au><au>Green, Daniel A</au><au>Whittier, Susan</au><au>Scherer, Matthew</au><au>Medrano, Nicola</au><au>Sobieszczyk, Magdalena E</au><au>Yin, Michael T</au><au>Kuhn, Louise</au><au>Uhlemann, Anne-Catrin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pretest Symptom Duration and Cycle Threshold Values for Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-Transcription Polymerase Chain Reaction Predict Coronavirus Disease 2019 Mortality</atitle><jtitle>Open Forum Infectious Diseases</jtitle><addtitle>Open Forum Infect Dis</addtitle><date>2021-02-01</date><risdate>2021</risdate><volume>8</volume><issue>2</issue><spage>ofab003</spage><epage>ofab003</epage><pages>ofab003-ofab003</pages><issn>2328-8957</issn><eissn>2328-8957</eissn><abstract>Abstract
Background
The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to clinicians caring for patients with coronavirus disease 2019 (COVID-19).
Methods
We conducted an observational study between March 10 and May 30, 2020 at a large quaternary academic medical center in New York City. Patient characteristics, laboratory values, and clinical outcomes were abstracted from the electronic medical records. Of all patients tested for SARS-CoV-2 during this time (N = 16 384), there were 5467 patients with positive tests, 4254 of which had available cycle threshold (Ct) values and were included in further analysis. Univariable and multivariable logistic regression models were used to test associations between Ct values, duration of symptoms before testing, patient characteristics, and mortality. The primary outcome is defined as death or discharge to hospice.
Results
Lower Ct values at diagnosis (ie, higher viral load) were associated with significantly higher mortality among both in- and outpatients. It is interesting to note that patients with a shorter time since the onset of symptoms to testing had a worse prognosis, with those presenting less than 3 days from symptom onset having 2-fold increased odds of death. After adjusting for time since symptom onset and other clinical covariates, Ct values remained a strong predictor of mortality.
Conclusions
Severe acute respiratory syndrome coronavirus 2 reverse-transcription polymerase chain reaction Ct value and duration of symptoms are strongly associated with mortality. These 2 factors add useful information for clinicians to risk stratify patients presenting with COVID-19.
Duration of symptoms before presentation is an independent predictor of poor patient outcomes in COVID-19 disease. Patients presenting in the first 3 days of symptoms have 2-fold increased odds of death. Moroever, SARS-CoV-2 Ct values are a predictor of mortality.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>33604401</pmid><doi>10.1093/ofid/ofab003</doi><orcidid>https://orcid.org/0000-0002-0640-5653</orcidid><orcidid>https://orcid.org/0000-0001-6987-6412</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Coronaviruses Major Medical centers Medical colleges Medical records Medical research Medicine, Experimental Mortality Patient outcomes Polymerase chain reaction Prognosis Severe acute respiratory syndrome |
title | Pretest Symptom Duration and Cycle Threshold Values for Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-Transcription Polymerase Chain Reaction Predict Coronavirus Disease 2019 Mortality |
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