Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program

The frequency and characteristics of post-acute sequelae of SARS-CoV-2 infection (PASC) may vary by SARS-CoV-2 variant. To characterize PASC-related conditions among individuals likely infected by the ancestral strain in 2020 and individuals likely infected by the Delta variant in 2021. Retrospectiv...

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Veröffentlicht in:PloS one 2024-06, Vol.19 (6), p.e0282451
Hauptverfasser: Varma, Jay K, Zang, Chengxi, Carton, Thomas W, Block, Jason P, Khullar, Dhruv J, Zhang, Yongkang, Weiner, Mark G, Rothman, Russell L, Schenck, Edward J, Xu, Zhenxing, Lyman, Kristin, Bian, Jiang, Xu, Jie, Shenkman, Elizabeth A, Maughan, Christine, Castro-Baucom, Leah, O'Brien, Lisa, Wang, Fei, Kaushal, Rainu
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container_issue 6
container_start_page e0282451
container_title PloS one
container_volume 19
creator Varma, Jay K
Zang, Chengxi
Carton, Thomas W
Block, Jason P
Khullar, Dhruv J
Zhang, Yongkang
Weiner, Mark G
Rothman, Russell L
Schenck, Edward J
Xu, Zhenxing
Lyman, Kristin
Bian, Jiang
Xu, Jie
Shenkman, Elizabeth A
Maughan, Christine
Castro-Baucom, Leah
O'Brien, Lisa
Wang, Fei
Kaushal, Rainu
description The frequency and characteristics of post-acute sequelae of SARS-CoV-2 infection (PASC) may vary by SARS-CoV-2 variant. To characterize PASC-related conditions among individuals likely infected by the ancestral strain in 2020 and individuals likely infected by the Delta variant in 2021. Retrospective cohort study of electronic medical record data for approximately 27 million patients from March 1, 2020-November 30, 2021. Healthcare facilities in New York and Florida. Patients who were at least 20 years old and had diagnosis codes that included at least one SARS-CoV-2 viral test during the study period. Laboratory-confirmed COVID-19 infection, classified by the most common variant prevalent in those regions at the time. Relative risk (estimated by adjusted hazard ratio [aHR]) and absolute risk difference (estimated by adjusted excess burden) of new conditions, defined as new documentation of symptoms or diagnoses, in persons between 31-180 days after a positive COVID-19 test compared to persons without a COVID-19 test or diagnosis during the 31-180 days after the last negative test. We analyzed data from 560,752 patients. The median age was 57 years; 60.3% were female, 20.0% non-Hispanic Black, and 19.6% Hispanic. During the study period, 57,616 patients had a positive SARS-CoV-2 test; 503,136 did not. For infections during the ancestral strain period, pulmonary fibrosis, edema (excess fluid), and inflammation had the largest aHR, comparing those with a positive test to those without a COVID-19 test or diagnosis (aHR 2.32 [95% CI 2.09 2.57]), and dyspnea (shortness of breath) carried the largest excess burden (47.6 more cases per 1,000 persons). For infections during the Delta period, pulmonary embolism had the largest aHR comparing those with a positive test to a negative test (aHR 2.18 [95% CI 1.57, 3.01]), and abdominal pain carried the largest excess burden (85.3 more cases per 1,000 persons). We documented a substantial relative risk of pulmonary embolism and a large absolute risk difference of abdomen-related symptoms after SARS-CoV-2 infection during the Delta variant period. As new SARS-CoV-2 variants emerge, researchers and clinicians should monitor patients for changing symptoms and conditions that develop after infection.
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To characterize PASC-related conditions among individuals likely infected by the ancestral strain in 2020 and individuals likely infected by the Delta variant in 2021. Retrospective cohort study of electronic medical record data for approximately 27 million patients from March 1, 2020-November 30, 2021. Healthcare facilities in New York and Florida. Patients who were at least 20 years old and had diagnosis codes that included at least one SARS-CoV-2 viral test during the study period. Laboratory-confirmed COVID-19 infection, classified by the most common variant prevalent in those regions at the time. Relative risk (estimated by adjusted hazard ratio [aHR]) and absolute risk difference (estimated by adjusted excess burden) of new conditions, defined as new documentation of symptoms or diagnoses, in persons between 31-180 days after a positive COVID-19 test compared to persons without a COVID-19 test or diagnosis during the 31-180 days after the last negative test. We analyzed data from 560,752 patients. The median age was 57 years; 60.3% were female, 20.0% non-Hispanic Black, and 19.6% Hispanic. During the study period, 57,616 patients had a positive SARS-CoV-2 test; 503,136 did not. For infections during the ancestral strain period, pulmonary fibrosis, edema (excess fluid), and inflammation had the largest aHR, comparing those with a positive test to those without a COVID-19 test or diagnosis (aHR 2.32 [95% CI 2.09 2.57]), and dyspnea (shortness of breath) carried the largest excess burden (47.6 more cases per 1,000 persons). For infections during the Delta period, pulmonary embolism had the largest aHR comparing those with a positive test to a negative test (aHR 2.18 [95% CI 1.57, 3.01]), and abdominal pain carried the largest excess burden (85.3 more cases per 1,000 persons). We documented a substantial relative risk of pulmonary embolism and a large absolute risk difference of abdomen-related symptoms after SARS-CoV-2 infection during the Delta variant period. As new SARS-CoV-2 variants emerge, researchers and clinicians should monitor patients for changing symptoms and conditions that develop after infection.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0282451</identifier><identifier>PMID: 38843159</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Aged ; Biology and life sciences ; Cohort analysis ; Cohort Studies ; Complications ; COVID-19 ; COVID-19 - diagnosis ; COVID-19 - epidemiology ; Data models ; Development and progression ; Diagnosis ; Dyspnea ; Edema ; Electronic Health Records ; Electronic medical records ; Electronic records ; Embolism ; Embolisms ; Female ; Fibrosis ; Florida - epidemiology ; Genotype &amp; phenotype ; Health aspects ; Health care ; Health care facilities ; Hospitals ; Humans ; Infection ; Infections ; Lung diseases ; Male ; Medical records ; Medical research ; Medicine ; Medicine and health sciences ; Medicine, Experimental ; Middle Aged ; Patients ; People and places ; Post-Acute COVID-19 Syndrome ; Pulmonary embolism ; Respiration ; Retrospective Studies ; Risk ; SARS-CoV-2 - isolation &amp; purification ; Severe acute respiratory syndrome coronavirus 2 ; Survival analysis ; United States - epidemiology ; Viral diseases ; Viral infections</subject><ispartof>PloS one, 2024-06, Vol.19 (6), p.e0282451</ispartof><rights>Copyright: © 2024 Varma et al. 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To characterize PASC-related conditions among individuals likely infected by the ancestral strain in 2020 and individuals likely infected by the Delta variant in 2021. Retrospective cohort study of electronic medical record data for approximately 27 million patients from March 1, 2020-November 30, 2021. Healthcare facilities in New York and Florida. Patients who were at least 20 years old and had diagnosis codes that included at least one SARS-CoV-2 viral test during the study period. Laboratory-confirmed COVID-19 infection, classified by the most common variant prevalent in those regions at the time. Relative risk (estimated by adjusted hazard ratio [aHR]) and absolute risk difference (estimated by adjusted excess burden) of new conditions, defined as new documentation of symptoms or diagnoses, in persons between 31-180 days after a positive COVID-19 test compared to persons without a COVID-19 test or diagnosis during the 31-180 days after the last negative test. We analyzed data from 560,752 patients. The median age was 57 years; 60.3% were female, 20.0% non-Hispanic Black, and 19.6% Hispanic. During the study period, 57,616 patients had a positive SARS-CoV-2 test; 503,136 did not. For infections during the ancestral strain period, pulmonary fibrosis, edema (excess fluid), and inflammation had the largest aHR, comparing those with a positive test to those without a COVID-19 test or diagnosis (aHR 2.32 [95% CI 2.09 2.57]), and dyspnea (shortness of breath) carried the largest excess burden (47.6 more cases per 1,000 persons). For infections during the Delta period, pulmonary embolism had the largest aHR comparing those with a positive test to a negative test (aHR 2.18 [95% CI 1.57, 3.01]), and abdominal pain carried the largest excess burden (85.3 more cases per 1,000 persons). 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Zang, Chengxi ; Carton, Thomas W ; Block, Jason P ; Khullar, Dhruv J ; Zhang, Yongkang ; Weiner, Mark G ; Rothman, Russell L ; Schenck, Edward J ; Xu, Zhenxing ; Lyman, Kristin ; Bian, Jiang ; Xu, Jie ; Shenkman, Elizabeth A ; Maughan, Christine ; Castro-Baucom, Leah ; O'Brien, Lisa ; Wang, Fei ; Kaushal, Rainu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c576t-d4fd98f1f70ea35bc6cd9f0ddd1065ca1c3cbc00036fe048272078f6167a139e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biology and life sciences</topic><topic>Cohort analysis</topic><topic>Cohort Studies</topic><topic>Complications</topic><topic>COVID-19</topic><topic>COVID-19 - diagnosis</topic><topic>COVID-19 - epidemiology</topic><topic>Data models</topic><topic>Development and progression</topic><topic>Diagnosis</topic><topic>Dyspnea</topic><topic>Edema</topic><topic>Electronic Health Records</topic><topic>Electronic medical records</topic><topic>Electronic records</topic><topic>Embolism</topic><topic>Embolisms</topic><topic>Female</topic><topic>Fibrosis</topic><topic>Florida - epidemiology</topic><topic>Genotype &amp; 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Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Varma, Jay K</au><au>Zang, Chengxi</au><au>Carton, Thomas W</au><au>Block, Jason P</au><au>Khullar, Dhruv J</au><au>Zhang, Yongkang</au><au>Weiner, Mark G</au><au>Rothman, Russell L</au><au>Schenck, Edward J</au><au>Xu, Zhenxing</au><au>Lyman, Kristin</au><au>Bian, Jiang</au><au>Xu, Jie</au><au>Shenkman, Elizabeth A</au><au>Maughan, Christine</au><au>Castro-Baucom, Leah</au><au>O'Brien, Lisa</au><au>Wang, Fei</au><au>Kaushal, Rainu</au><aucorp>RECOVER Consortium</aucorp><aucorp>on behalf of the RECOVER Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2024-06-06</date><risdate>2024</risdate><volume>19</volume><issue>6</issue><spage>e0282451</spage><pages>e0282451-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The frequency and characteristics of post-acute sequelae of SARS-CoV-2 infection (PASC) may vary by SARS-CoV-2 variant. To characterize PASC-related conditions among individuals likely infected by the ancestral strain in 2020 and individuals likely infected by the Delta variant in 2021. Retrospective cohort study of electronic medical record data for approximately 27 million patients from March 1, 2020-November 30, 2021. Healthcare facilities in New York and Florida. Patients who were at least 20 years old and had diagnosis codes that included at least one SARS-CoV-2 viral test during the study period. Laboratory-confirmed COVID-19 infection, classified by the most common variant prevalent in those regions at the time. Relative risk (estimated by adjusted hazard ratio [aHR]) and absolute risk difference (estimated by adjusted excess burden) of new conditions, defined as new documentation of symptoms or diagnoses, in persons between 31-180 days after a positive COVID-19 test compared to persons without a COVID-19 test or diagnosis during the 31-180 days after the last negative test. We analyzed data from 560,752 patients. The median age was 57 years; 60.3% were female, 20.0% non-Hispanic Black, and 19.6% Hispanic. During the study period, 57,616 patients had a positive SARS-CoV-2 test; 503,136 did not. For infections during the ancestral strain period, pulmonary fibrosis, edema (excess fluid), and inflammation had the largest aHR, comparing those with a positive test to those without a COVID-19 test or diagnosis (aHR 2.32 [95% CI 2.09 2.57]), and dyspnea (shortness of breath) carried the largest excess burden (47.6 more cases per 1,000 persons). For infections during the Delta period, pulmonary embolism had the largest aHR comparing those with a positive test to a negative test (aHR 2.18 [95% CI 1.57, 3.01]), and abdominal pain carried the largest excess burden (85.3 more cases per 1,000 persons). We documented a substantial relative risk of pulmonary embolism and a large absolute risk difference of abdomen-related symptoms after SARS-CoV-2 infection during the Delta variant period. As new SARS-CoV-2 variants emerge, researchers and clinicians should monitor patients for changing symptoms and conditions that develop after infection.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>38843159</pmid><doi>10.1371/journal.pone.0282451</doi><tpages>e0282451</tpages><orcidid>https://orcid.org/0000-0002-7160-8764</orcidid><orcidid>https://orcid.org/0000-0002-1506-3990</orcidid><orcidid>https://orcid.org/0000-0003-4764-0294</orcidid><oa>free_for_read</oa></addata></record>
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source Public Library of Science (PLoS) Journals Open Access; MEDLINE; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry
subjects Adult
Aged
Biology and life sciences
Cohort analysis
Cohort Studies
Complications
COVID-19
COVID-19 - diagnosis
COVID-19 - epidemiology
Data models
Development and progression
Diagnosis
Dyspnea
Edema
Electronic Health Records
Electronic medical records
Electronic records
Embolism
Embolisms
Female
Fibrosis
Florida - epidemiology
Genotype & phenotype
Health aspects
Health care
Health care facilities
Hospitals
Humans
Infection
Infections
Lung diseases
Male
Medical records
Medical research
Medicine
Medicine and health sciences
Medicine, Experimental
Middle Aged
Patients
People and places
Post-Acute COVID-19 Syndrome
Pulmonary embolism
Respiration
Retrospective Studies
Risk
SARS-CoV-2 - isolation & purification
Severe acute respiratory syndrome coronavirus 2
Survival analysis
United States - epidemiology
Viral diseases
Viral infections
title Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program
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