A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021

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A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021. / Wulf Hanson, Sarah; Abbafati, Cristiana; Aerts, Joachim G; Al-Aly, Ziyad; Ashbaugh, Charlie; Ballouz, Tala; Blyuss, Oleg; Bobkova, Polina; Bonsel, Gouke; Borzakova, Svetlana; Buonsenso, Danilo; Butnaru, Denis; Carter, Austin; Chu, Helen; De Rose, Cristina; Diab, Mohamed Mustafa; Ekbom, Emil; El Tantawi, Maha; Fomin, Victor; Frithiof, Robert; Gamirova, Aysylu; Glybochko, Petr V; Haagsma, Juanita A; Javanmard, Shaghayegh Haghjooy; Hamilton, Erin B; Harris, Gabrielle; Heijenbrok-Kal, Majanka H; Helbok, Raimund; Hellemons, Merel E; Hillus, David; Huijts, Susanne M; Hultström, Michael; Jassat, Waasila; Kurth, Florian; Larsson, Ing-Marie; Lipcsey, Miklós; Liu, Chelsea; Loflin, Callan D; Malinovschi, Andrei; Mao, Wenhui; Mazankova, Lyudmila; McCulloch, Denise; Menges, Dominik; Mohammadifard, Noushin; Munblit, Daniel; Nekliudov, Nikita A; Ogbuoji, Osondu; Osmanov, Ismail M; Peñalvo, José L; Petersen, Maria Skaalum; Puhan, Milo A; Rahman, Mujibur; Rass, Verena; Reinig, Nickolas; Ribbers, Gerard M; Ricchiuto, Antonia; Rubertsson, Sten; Samitova, Elmira; Sarrafzadegan, Nizal; Shikhaleva, Anastasia; Simpson, Kyle E; Sinatti, Dario; Soriano, Joan B; Spiridonova, Ekaterina; Steinbeis, Fridolin; Svistunov, Andrey A; Valentini, Piero; van de Water, Brittney J; van den Berg-Emons, Rita; Wallin, Ewa; Witzenrath, Martin; Wu, Yifan; Xu, Hanzhang; Zoller, Thomas; Adolph, Christopher; Albright, James; Amlag, Joanne O; Aravkin, Aleksandr Y; Bang-Jensen, Bree L; Bisignano, Catherine; Castellano, Rachel; Castro, Emma; Chakrabarti, Suman; Collins, James K; Dai, Xiaochen; Daoud, Farah; Dapper, Carolyn; Deen, Amanda; Duncan, Bruce B; Erickson, Megan; Ewald, Samuel B; Ferrari, Alize J; Flaxman, Abraham D; Fullman, Nancy; Gamkrelidze, Amiran; Giles, John R; Guo, Gaorui; Hay, Simon I; He, Jiawei; Helak, Monika; Hulland, Erin N; Kereselidze, Maia; Krohn, Kris J; Lazzar-Atwood, Alice; Lindstrom, Akiaja; Lozano, Rafael; Magistro, Beatrice; Malta, Deborah Carvalho; Månsson, Johan; Mantilla Herrera, Ana M; Mokdad, Ali H; Monasta, Lorenzo; Nomura, Shuhei; Pasovic, Maja; Pigott, David M; Reiner, Robert C; Reinke, Grace; Ribeiro, Antonio Luiz P; Santomauro, Damian Francesco; Sholokhov, Aleksei; Spurlock, Emma Elizabeth; Walcott, Rebecca; Walker, Ally; Wiysonge, Charles Shey; Zheng, Peng; Bettger, Janet Prvu; Murray, Christopher Jl; Vos, Theo.

In: medRxiv, 27.05.2022.

Research output: SCORING: Contribution to journalOther (editorial matter etc.)Research

Harvard

Wulf Hanson, S, Abbafati, C, Aerts, JG, Al-Aly, Z, Ashbaugh, C, Ballouz, T, Blyuss, O, Bobkova, P, Bonsel, G, Borzakova, S, Buonsenso, D, Butnaru, D, Carter, A, Chu, H, De Rose, C, Diab, MM, Ekbom, E, El Tantawi, M, Fomin, V, Frithiof, R, Gamirova, A, Glybochko, PV, Haagsma, JA, Javanmard, SH, Hamilton, EB, Harris, G, Heijenbrok-Kal, MH, Helbok, R, Hellemons, ME, Hillus, D, Huijts, SM, Hultström, M, Jassat, W, Kurth, F, Larsson, I-M, Lipcsey, M, Liu, C, Loflin, CD, Malinovschi, A, Mao, W, Mazankova, L, McCulloch, D, Menges, D, Mohammadifard, N, Munblit, D, Nekliudov, NA, Ogbuoji, O, Osmanov, IM, Peñalvo, JL, Petersen, MS, Puhan, MA, Rahman, M, Rass, V, Reinig, N, Ribbers, GM, Ricchiuto, A, Rubertsson, S, Samitova, E, Sarrafzadegan, N, Shikhaleva, A, Simpson, KE, Sinatti, D, Soriano, JB, Spiridonova, E, Steinbeis, F, Svistunov, AA, Valentini, P, van de Water, BJ, van den Berg-Emons, R, Wallin, E, Witzenrath, M, Wu, Y, Xu, H, Zoller, T, Adolph, C, Albright, J, Amlag, JO, Aravkin, AY, Bang-Jensen, BL, Bisignano, C, Castellano, R, Castro, E, Chakrabarti, S, Collins, JK, Dai, X, Daoud, F, Dapper, C, Deen, A, Duncan, BB, Erickson, M, Ewald, SB, Ferrari, AJ, Flaxman, AD, Fullman, N, Gamkrelidze, A, Giles, JR, Guo, G, Hay, SI, He, J, Helak, M, Hulland, EN, Kereselidze, M, Krohn, KJ, Lazzar-Atwood, A, Lindstrom, A, Lozano, R, Magistro, B, Malta, DC, Månsson, J, Mantilla Herrera, AM, Mokdad, AH, Monasta, L, Nomura, S, Pasovic, M, Pigott, DM, Reiner, RC, Reinke, G, Ribeiro, ALP, Santomauro, DF, Sholokhov, A, Spurlock, EE, Walcott, R, Walker, A, Wiysonge, CS, Zheng, P, Bettger, JP, Murray, CJ & Vos, T 2022, 'A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021', medRxiv. https://doi.org/10.1101/2022.05.26.22275532

APA

Wulf Hanson, S., Abbafati, C., Aerts, J. G., Al-Aly, Z., Ashbaugh, C., Ballouz, T., Blyuss, O., Bobkova, P., Bonsel, G., Borzakova, S., Buonsenso, D., Butnaru, D., Carter, A., Chu, H., De Rose, C., Diab, M. M., Ekbom, E., El Tantawi, M., Fomin, V., ... Vos, T. (2022). A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021. medRxiv. https://doi.org/10.1101/2022.05.26.22275532

Vancouver

Bibtex

@article{f4ac12a64d7b45dda19f94429e28b3ef,
title = "A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021",
abstract = "IMPORTANCE: While much of the attention on the COVID-19 pandemic was directed at the daily counts of cases and those with serious disease overwhelming health services, increasingly, reports have appeared of people who experience debilitating symptoms after the initial infection. This is popularly known as long COVID.OBJECTIVE: To estimate by country and territory of the number of patients affected by long COVID in 2020 and 2021, the severity of their symptoms and expected pattern of recovery.DESIGN: We jointly analyzed ten ongoing cohort studies in ten countries for the occurrence of three major symptom clusters of long COVID among representative COVID cases. The defining symptoms of the three clusters (fatigue, cognitive problems, and shortness of breath) are explicitly mentioned in the WHO clinical case definition. For incidence of long COVID, we adopted the minimum duration after infection of three months from the WHO case definition. We pooled data from the contributing studies, two large medical record databases in the United States, and findings from 44 published studies using a Bayesian meta-regression tool. We separately estimated occurrence and pattern of recovery in patients with milder acute infections and those hospitalized. We estimated the incidence and prevalence of long COVID globally and by country in 2020 and 2021 as well as the severity-weighted prevalence using disability weights from the Global Burden of Disease study.RESULTS: Analyses are based on detailed information for 1906 community infections and 10526 hospitalized patients from the ten collaborating cohorts, three of which included children. We added published data on 37262 community infections and 9540 hospitalized patients as well as ICD-coded medical record data concerning 1.3 million infections. Globally, in 2020 and 2021, 144.7 million (95% uncertainty interval [UI] 54.8-312.9) people suffered from any of the three symptom clusters of long COVID. This corresponds to 3.69% (1.38-7.96) of all infections. The fatigue, respiratory, and cognitive clusters occurred in 51.0% (16.9-92.4), 60.4% (18.9-89.1), and 35.4% (9.4-75.1) of long COVID cases, respectively. Those with milder acute COVID-19 cases had a quicker estimated recovery (median duration 3.99 months [IQR 3.84-4.20]) than those admitted for the acute infection (median duration 8.84 months [IQR 8.10-9.78]). At twelve months, 15.1% (10.3-21.1) continued to experience long COVID symptoms.CONCLUSIONS AND RELEVANCE: The occurrence of debilitating ongoing symptoms of COVID-19 is common. Knowing how many people are affected, and for how long, is important to plan for rehabilitative services and support to return to social activities, places of learning, and the workplace when symptoms start to wane.KEY POINTS: Question: What are the extent and nature of the most common long COVID symptoms by country in 2020 and 2021?Findings: Globally, 144.7 million people experienced one or more of three symptom clusters (fatigue; cognitive problems; and ongoing respiratory problems) of long COVID three months after infection, in 2020 and 2021. Most cases arose from milder infections. At 12 months after infection, 15.1% of these cases had not yet recovered.Meaning: The substantial number of people with long COVID are in need of rehabilitative care and support to transition back into the workplace or education when symptoms start to wane.",
author = "{Wulf Hanson}, Sarah and Cristiana Abbafati and Aerts, {Joachim G} and Ziyad Al-Aly and Charlie Ashbaugh and Tala Ballouz and Oleg Blyuss and Polina Bobkova and Gouke Bonsel and Svetlana Borzakova and Danilo Buonsenso and Denis Butnaru and Austin Carter and Helen Chu and {De Rose}, Cristina and Diab, {Mohamed Mustafa} and Emil Ekbom and {El Tantawi}, Maha and Victor Fomin and Robert Frithiof and Aysylu Gamirova and Glybochko, {Petr V} and Haagsma, {Juanita A} and Javanmard, {Shaghayegh Haghjooy} and Hamilton, {Erin B} and Gabrielle Harris and Heijenbrok-Kal, {Majanka H} and Raimund Helbok and Hellemons, {Merel E} and David Hillus and Huijts, {Susanne M} and Michael Hultstr{\"o}m and Waasila Jassat and Florian Kurth and Ing-Marie Larsson and Mikl{\'o}s Lipcsey and Chelsea Liu and Loflin, {Callan D} and Andrei Malinovschi and Wenhui Mao and Lyudmila Mazankova and Denise McCulloch and Dominik Menges and Noushin Mohammadifard and Daniel Munblit and Nekliudov, {Nikita A} and Osondu Ogbuoji and Osmanov, {Ismail M} and Pe{\~n}alvo, {Jos{\'e} L} and Petersen, {Maria Skaalum} and Puhan, {Milo A} and Mujibur Rahman and Verena Rass and Nickolas Reinig and Ribbers, {Gerard M} and Antonia Ricchiuto and Sten Rubertsson and Elmira Samitova and Nizal Sarrafzadegan and Anastasia Shikhaleva and Simpson, {Kyle E} and Dario Sinatti and Soriano, {Joan B} and Ekaterina Spiridonova and Fridolin Steinbeis and Svistunov, {Andrey A} and Piero Valentini and {van de Water}, {Brittney J} and {van den Berg-Emons}, Rita and Ewa Wallin and Martin Witzenrath and Yifan Wu and Hanzhang Xu and Thomas Zoller and Christopher Adolph and James Albright and Amlag, {Joanne O} and Aravkin, {Aleksandr Y} and Bang-Jensen, {Bree L} and Catherine Bisignano and Rachel Castellano and Emma Castro and Suman Chakrabarti and Collins, {James K} and Xiaochen Dai and Farah Daoud and Carolyn Dapper and Amanda Deen and Duncan, {Bruce B} and Megan Erickson and Ewald, {Samuel B} and Ferrari, {Alize J} and Flaxman, {Abraham D} and Nancy Fullman and Amiran Gamkrelidze and Giles, {John R} and Gaorui Guo and Hay, {Simon I} and Jiawei He and Monika Helak and Hulland, {Erin N} and Maia Kereselidze and Krohn, {Kris J} and Alice Lazzar-Atwood and Akiaja Lindstrom and Rafael Lozano and Beatrice Magistro and Malta, {Deborah Carvalho} and Johan M{\aa}nsson and {Mantilla Herrera}, {Ana M} and Mokdad, {Ali H} and Lorenzo Monasta and Shuhei Nomura and Maja Pasovic and Pigott, {David M} and Reiner, {Robert C} and Grace Reinke and Ribeiro, {Antonio Luiz P} and Santomauro, {Damian Francesco} and Aleksei Sholokhov and Spurlock, {Emma Elizabeth} and Rebecca Walcott and Ally Walker and Wiysonge, {Charles Shey} and Peng Zheng and Bettger, {Janet Prvu} and Murray, {Christopher Jl} and Theo Vos",
year = "2022",
month = may,
day = "27",
doi = "10.1101/2022.05.26.22275532",
language = "English",
journal = "medRxiv",

}

RIS

TY - JOUR

T1 - A global systematic analysis of the occurrence, severity, and recovery pattern of long COVID in 2020 and 2021

AU - Wulf Hanson, Sarah

AU - Abbafati, Cristiana

AU - Aerts, Joachim G

AU - Al-Aly, Ziyad

AU - Ashbaugh, Charlie

AU - Ballouz, Tala

AU - Blyuss, Oleg

AU - Bobkova, Polina

AU - Bonsel, Gouke

AU - Borzakova, Svetlana

AU - Buonsenso, Danilo

AU - Butnaru, Denis

AU - Carter, Austin

AU - Chu, Helen

AU - De Rose, Cristina

AU - Diab, Mohamed Mustafa

AU - Ekbom, Emil

AU - El Tantawi, Maha

AU - Fomin, Victor

AU - Frithiof, Robert

AU - Gamirova, Aysylu

AU - Glybochko, Petr V

AU - Haagsma, Juanita A

AU - Javanmard, Shaghayegh Haghjooy

AU - Hamilton, Erin B

AU - Harris, Gabrielle

AU - Heijenbrok-Kal, Majanka H

AU - Helbok, Raimund

AU - Hellemons, Merel E

AU - Hillus, David

AU - Huijts, Susanne M

AU - Hultström, Michael

AU - Jassat, Waasila

AU - Kurth, Florian

AU - Larsson, Ing-Marie

AU - Lipcsey, Miklós

AU - Liu, Chelsea

AU - Loflin, Callan D

AU - Malinovschi, Andrei

AU - Mao, Wenhui

AU - Mazankova, Lyudmila

AU - McCulloch, Denise

AU - Menges, Dominik

AU - Mohammadifard, Noushin

AU - Munblit, Daniel

AU - Nekliudov, Nikita A

AU - Ogbuoji, Osondu

AU - Osmanov, Ismail M

AU - Peñalvo, José L

AU - Petersen, Maria Skaalum

AU - Puhan, Milo A

AU - Rahman, Mujibur

AU - Rass, Verena

AU - Reinig, Nickolas

AU - Ribbers, Gerard M

AU - Ricchiuto, Antonia

AU - Rubertsson, Sten

AU - Samitova, Elmira

AU - Sarrafzadegan, Nizal

AU - Shikhaleva, Anastasia

AU - Simpson, Kyle E

AU - Sinatti, Dario

AU - Soriano, Joan B

AU - Spiridonova, Ekaterina

AU - Steinbeis, Fridolin

AU - Svistunov, Andrey A

AU - Valentini, Piero

AU - van de Water, Brittney J

AU - van den Berg-Emons, Rita

AU - Wallin, Ewa

AU - Witzenrath, Martin

AU - Wu, Yifan

AU - Xu, Hanzhang

AU - Zoller, Thomas

AU - Adolph, Christopher

AU - Albright, James

AU - Amlag, Joanne O

AU - Aravkin, Aleksandr Y

AU - Bang-Jensen, Bree L

AU - Bisignano, Catherine

AU - Castellano, Rachel

AU - Castro, Emma

AU - Chakrabarti, Suman

AU - Collins, James K

AU - Dai, Xiaochen

AU - Daoud, Farah

AU - Dapper, Carolyn

AU - Deen, Amanda

AU - Duncan, Bruce B

AU - Erickson, Megan

AU - Ewald, Samuel B

AU - Ferrari, Alize J

AU - Flaxman, Abraham D

AU - Fullman, Nancy

AU - Gamkrelidze, Amiran

AU - Giles, John R

AU - Guo, Gaorui

AU - Hay, Simon I

AU - He, Jiawei

AU - Helak, Monika

AU - Hulland, Erin N

AU - Kereselidze, Maia

AU - Krohn, Kris J

AU - Lazzar-Atwood, Alice

AU - Lindstrom, Akiaja

AU - Lozano, Rafael

AU - Magistro, Beatrice

AU - Malta, Deborah Carvalho

AU - Månsson, Johan

AU - Mantilla Herrera, Ana M

AU - Mokdad, Ali H

AU - Monasta, Lorenzo

AU - Nomura, Shuhei

AU - Pasovic, Maja

AU - Pigott, David M

AU - Reiner, Robert C

AU - Reinke, Grace

AU - Ribeiro, Antonio Luiz P

AU - Santomauro, Damian Francesco

AU - Sholokhov, Aleksei

AU - Spurlock, Emma Elizabeth

AU - Walcott, Rebecca

AU - Walker, Ally

AU - Wiysonge, Charles Shey

AU - Zheng, Peng

AU - Bettger, Janet Prvu

AU - Murray, Christopher Jl

AU - Vos, Theo

PY - 2022/5/27

Y1 - 2022/5/27

N2 - IMPORTANCE: While much of the attention on the COVID-19 pandemic was directed at the daily counts of cases and those with serious disease overwhelming health services, increasingly, reports have appeared of people who experience debilitating symptoms after the initial infection. This is popularly known as long COVID.OBJECTIVE: To estimate by country and territory of the number of patients affected by long COVID in 2020 and 2021, the severity of their symptoms and expected pattern of recovery.DESIGN: We jointly analyzed ten ongoing cohort studies in ten countries for the occurrence of three major symptom clusters of long COVID among representative COVID cases. The defining symptoms of the three clusters (fatigue, cognitive problems, and shortness of breath) are explicitly mentioned in the WHO clinical case definition. For incidence of long COVID, we adopted the minimum duration after infection of three months from the WHO case definition. We pooled data from the contributing studies, two large medical record databases in the United States, and findings from 44 published studies using a Bayesian meta-regression tool. We separately estimated occurrence and pattern of recovery in patients with milder acute infections and those hospitalized. We estimated the incidence and prevalence of long COVID globally and by country in 2020 and 2021 as well as the severity-weighted prevalence using disability weights from the Global Burden of Disease study.RESULTS: Analyses are based on detailed information for 1906 community infections and 10526 hospitalized patients from the ten collaborating cohorts, three of which included children. We added published data on 37262 community infections and 9540 hospitalized patients as well as ICD-coded medical record data concerning 1.3 million infections. Globally, in 2020 and 2021, 144.7 million (95% uncertainty interval [UI] 54.8-312.9) people suffered from any of the three symptom clusters of long COVID. This corresponds to 3.69% (1.38-7.96) of all infections. The fatigue, respiratory, and cognitive clusters occurred in 51.0% (16.9-92.4), 60.4% (18.9-89.1), and 35.4% (9.4-75.1) of long COVID cases, respectively. Those with milder acute COVID-19 cases had a quicker estimated recovery (median duration 3.99 months [IQR 3.84-4.20]) than those admitted for the acute infection (median duration 8.84 months [IQR 8.10-9.78]). At twelve months, 15.1% (10.3-21.1) continued to experience long COVID symptoms.CONCLUSIONS AND RELEVANCE: The occurrence of debilitating ongoing symptoms of COVID-19 is common. Knowing how many people are affected, and for how long, is important to plan for rehabilitative services and support to return to social activities, places of learning, and the workplace when symptoms start to wane.KEY POINTS: Question: What are the extent and nature of the most common long COVID symptoms by country in 2020 and 2021?Findings: Globally, 144.7 million people experienced one or more of three symptom clusters (fatigue; cognitive problems; and ongoing respiratory problems) of long COVID three months after infection, in 2020 and 2021. Most cases arose from milder infections. At 12 months after infection, 15.1% of these cases had not yet recovered.Meaning: The substantial number of people with long COVID are in need of rehabilitative care and support to transition back into the workplace or education when symptoms start to wane.

AB - IMPORTANCE: While much of the attention on the COVID-19 pandemic was directed at the daily counts of cases and those with serious disease overwhelming health services, increasingly, reports have appeared of people who experience debilitating symptoms after the initial infection. This is popularly known as long COVID.OBJECTIVE: To estimate by country and territory of the number of patients affected by long COVID in 2020 and 2021, the severity of their symptoms and expected pattern of recovery.DESIGN: We jointly analyzed ten ongoing cohort studies in ten countries for the occurrence of three major symptom clusters of long COVID among representative COVID cases. The defining symptoms of the three clusters (fatigue, cognitive problems, and shortness of breath) are explicitly mentioned in the WHO clinical case definition. For incidence of long COVID, we adopted the minimum duration after infection of three months from the WHO case definition. We pooled data from the contributing studies, two large medical record databases in the United States, and findings from 44 published studies using a Bayesian meta-regression tool. We separately estimated occurrence and pattern of recovery in patients with milder acute infections and those hospitalized. We estimated the incidence and prevalence of long COVID globally and by country in 2020 and 2021 as well as the severity-weighted prevalence using disability weights from the Global Burden of Disease study.RESULTS: Analyses are based on detailed information for 1906 community infections and 10526 hospitalized patients from the ten collaborating cohorts, three of which included children. We added published data on 37262 community infections and 9540 hospitalized patients as well as ICD-coded medical record data concerning 1.3 million infections. Globally, in 2020 and 2021, 144.7 million (95% uncertainty interval [UI] 54.8-312.9) people suffered from any of the three symptom clusters of long COVID. This corresponds to 3.69% (1.38-7.96) of all infections. The fatigue, respiratory, and cognitive clusters occurred in 51.0% (16.9-92.4), 60.4% (18.9-89.1), and 35.4% (9.4-75.1) of long COVID cases, respectively. Those with milder acute COVID-19 cases had a quicker estimated recovery (median duration 3.99 months [IQR 3.84-4.20]) than those admitted for the acute infection (median duration 8.84 months [IQR 8.10-9.78]). At twelve months, 15.1% (10.3-21.1) continued to experience long COVID symptoms.CONCLUSIONS AND RELEVANCE: The occurrence of debilitating ongoing symptoms of COVID-19 is common. Knowing how many people are affected, and for how long, is important to plan for rehabilitative services and support to return to social activities, places of learning, and the workplace when symptoms start to wane.KEY POINTS: Question: What are the extent and nature of the most common long COVID symptoms by country in 2020 and 2021?Findings: Globally, 144.7 million people experienced one or more of three symptom clusters (fatigue; cognitive problems; and ongoing respiratory problems) of long COVID three months after infection, in 2020 and 2021. Most cases arose from milder infections. At 12 months after infection, 15.1% of these cases had not yet recovered.Meaning: The substantial number of people with long COVID are in need of rehabilitative care and support to transition back into the workplace or education when symptoms start to wane.

U2 - 10.1101/2022.05.26.22275532

DO - 10.1101/2022.05.26.22275532

M3 - Other (editorial matter etc.)

C2 - 35664995

JO - medRxiv

JF - medRxiv

ER -