High-dimensional characterization of post-acute sequelae of COVID-19
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Al-Aly, Ziyad
[1
,2
,3
,4
,5
]
Xie, Yan
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VA St Louis Hlth Care Syst, Res & Dev Serv, Clin Epidemiol Ctr, St Louis, MO 63125 USA
Vet Res & Educ Fdn St Louis, St Louis, MO 63103 USA
St Louis Univ, Coll Publ Hlth & Social Justice, Dept Epidmiol & Biostat, St Louis, MO USAVA St Louis Hlth Care Syst, Res & Dev Serv, Clin Epidemiol Ctr, St Louis, MO 63125 USA
Xie, Yan
[1
,2
,6
]
Bowe, Benjamin
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VA St Louis Hlth Care Syst, Res & Dev Serv, Clin Epidemiol Ctr, St Louis, MO 63125 USA
Vet Res & Educ Fdn St Louis, St Louis, MO 63103 USA
St Louis Univ, Coll Publ Hlth & Social Justice, Dept Epidmiol & Biostat, St Louis, MO USAVA St Louis Hlth Care Syst, Res & Dev Serv, Clin Epidemiol Ctr, St Louis, MO 63125 USA
Bowe, Benjamin
[1
,2
,6
]
机构:
[1] VA St Louis Hlth Care Syst, Res & Dev Serv, Clin Epidemiol Ctr, St Louis, MO 63125 USA
[2] Vet Res & Educ Fdn St Louis, St Louis, MO 63103 USA
[3] VA St Louis Hlth Care Syst, Nephrol Sect, Med Serv, St Louis, MO 63125 USA
[4] Washington Univ, Dept Med, Sch Med, St Louis, MO 63130 USA
[5] Washington Univ St Louis, Inst Publ Hlth, St Louis, MO 63130 USA
[6] St Louis Univ, Coll Publ Hlth & Social Justice, Dept Epidmiol & Biostat, St Louis, MO USA
The acute clinical manifestations of COVID-19 have been well characterized(1,2), but the post-acute sequelae of this disease have not been comprehensively described. Here we use the national healthcare databases of the US Department of Veterans Affairs to systematically and comprehensively identify 6-month incident sequelae-including diagnoses, medication use and laboratory abnormalities-in patients with COVID-19 who survived for at least 30 days after diagnosis. We show that beyond the first 30 days of illness, people with COVID-19 exhibit a higher risk of death and use of health resources. Our high-dimensional approach identifies incident sequelae in the respiratory system, as well as several other sequelae that include nervous system and neurocognitive disorders, mental health disorders, metabolic disorders, cardiovascular disorders, gastrointestinal disorders, malaise, fatigue, musculoskeletal pain and anaemia. We show increased incident use of several therapeutic agents-including pain medications (opioids and non-opioids) as well as antidepressant, anxiolytic, antihypertensive and oral hypoglycaemic agents-as well as evidence of laboratory abnormalities in several organ systems. Our analysis of an array of prespecified outcomes reveals a risk gradient that increases according to the severity of the acute COVID-19 infection (that is, whether patients were not hospitalized, hospitalized or admitted to intensive care). Our findings show that a substantial burden of health loss that spans pulmonary and several extrapulmonary organ systems is experienced by patients who survive after the acute phase of COVID-19. These results will help to inform health system planning and the development of multidisciplinary care strategies to reduce chronic health loss among individuals with COVID-19.
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Maccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Jennifer, Kertes
Shirley, Shapiro Ben David
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Maccabi HealthCare Serv, Hlth Div, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Shirley, Shapiro Ben David
Avi, Porath
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Ben Gurion Univ Negev, Fac Hlth Sci, Ben Gurion Dr 1, IL-8410501 Beer Sheva, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Avi, Porath
Daniella, Rahamim-Cohen
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Maccabi HealthCare Serv, Hlth Div, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Daniella, Rahamim-Cohen
Naama, Shamir Stein
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Maccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Naama, Shamir Stein
Anat, Ekka Zohar
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Maccabi HealthCare Serv, Hlth Div, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
Anat, Ekka Zohar
Miri, Mizrahi-Reuveni
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Maccabi HealthCare Serv, Hlth Div, HaMered 27, IL-6812509 Tel Aviv, IsraelMaccabi HealthCare Serv, Dept Hlth Evaluat & Res, HaMered 27, IL-6812509 Tel Aviv, Israel
机构:
Australian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Univ Adelaide, Fac Hlth & Med Sci, Adelaide, Australia
South Australian Hlth & Med Res Inst, Adelaide, SA, AustraliaAustralian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Seeley, Marie-Claire
O'Brien, Howard
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Australian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, AustraliaAustralian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
O'Brien, Howard
Gallagher, Celine
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Australian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Univ Adelaide, Fac Hlth & Med Sci, Adelaide, Australia
South Australian Hlth & Med Res Inst, Adelaide, SA, AustraliaAustralian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Gallagher, Celine
Schild, Caelum
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Australian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, AustraliaAustralian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Schild, Caelum
Lau, Dennis H.
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Australian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia
Univ Adelaide, Fac Hlth & Med Sci, Adelaide, Australia
South Australian Hlth & Med Res Inst, Adelaide, SA, Australia
Royal Adelaide Hosp, Dept Cardiol, 1 Port Rd, Adelaide, SA 5000, AustraliaAustralian Dysautonomia & Arrhythmia Res Collabora, Adelaide, SA, Australia