High-dimensional characterization of post-acute sequelae of COVID-19 - PubMed (original) (raw)
. 2021 Jun;594(7862):259-264.
doi: 10.1038/s41586-021-03553-9. Epub 2021 Apr 22.
Affiliations
- PMID: 33887749
- DOI: 10.1038/s41586-021-03553-9
High-dimensional characterization of post-acute sequelae of COVID-19
Ziyad Al-Aly et al. Nature. 2021 Jun.
Abstract
The acute clinical manifestations of COVID-19 have been well characterized1,2, 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.
Comment in
- Corona-Splitter.
Patzer KH. Patzer KH. MMW Fortschr Med. 2021 May;163(9):21. doi: 10.1007/s15006-021-9937-0. MMW Fortschr Med. 2021. PMID: 33961240 Free PMC article. German. No abstract available.
Similar articles
- Association of Treatment With Nirmatrelvir and the Risk of Post-COVID-19 Condition.
Xie Y, Choi T, Al-Aly Z. Xie Y, et al. JAMA Intern Med. 2023 Jun 1;183(6):554-564. doi: 10.1001/jamainternmed.2023.0743. JAMA Intern Med. 2023. PMID: 36951829 Free PMC article. - Risks of mental health outcomes in people with covid-19: cohort study.
Xie Y, Xu E, Al-Aly Z. Xie Y, et al. BMJ. 2022 Feb 16;376:e068993. doi: 10.1136/bmj-2021-068993. BMJ. 2022. PMID: 35172971 Free PMC article. - Risks and burdens of incident dyslipidaemia in long COVID: a cohort study.
Xu E, Xie Y, Al-Aly Z. Xu E, et al. Lancet Diabetes Endocrinol. 2023 Feb;11(2):120-128. doi: 10.1016/S2213-8587(22)00355-2. Epub 2023 Jan 6. Lancet Diabetes Endocrinol. 2023. PMID: 36623520 Free PMC article. - Post-acute sequelae of COVID-19: understanding and addressing the burden of multisystem manifestations.
Parotto M, Gyöngyösi M, Howe K, Myatra SN, Ranzani O, Shankar-Hari M, Herridge MS. Parotto M, et al. Lancet Respir Med. 2023 Aug;11(8):739-754. doi: 10.1016/S2213-2600(23)00239-4. Epub 2023 Jul 17. Lancet Respir Med. 2023. PMID: 37475125 Review. - Post-COVID-19 syndrome: epidemiology, diagnostic criteria and pathogenic mechanisms involved.
Carod-Artal FJ. Carod-Artal FJ. Rev Neurol. 2021 Jun 1;72(11):384-396. doi: 10.33588/rn.7211.2021230. Rev Neurol. 2021. PMID: 34042167 Review. English, Spanish.
Cited by
- Long COVID and recovery from Long COVID: quality of life impairments and subjective cognitive decline at a median of 2 years after initial infection.
Szewczyk W, Fitzpatrick AL, Fossou H, Gentile NL, Sotoodehnia N, Vora SB, West TE, Bertolli J, Cope JR, Lin JS, Unger ER, Vu QM. Szewczyk W, et al. BMC Infect Dis. 2024 Nov 5;24(1):1241. doi: 10.1186/s12879-024-10158-w. BMC Infect Dis. 2024. PMID: 39497076 Free PMC article. - Prevalence, duration, and factors influencing post-COVID conditions among patients at several public hospitals, Alexandria governorate, Egypt 2022-2023.
Ashmawy R, El-Maradny YA, Tahio A, Afifi S, Samy S, BahaaEldin H, Gaber N, Abdelwahab IA. Ashmawy R, et al. Heliyon. 2024 Sep 30;10(19):e38764. doi: 10.1016/j.heliyon.2024.e38764. eCollection 2024 Oct 15. Heliyon. 2024. PMID: 39435081 Free PMC article. - Rates of ICD-10 Code U09.9 Documentation and Clinical Characteristics of VA Patients With Post-COVID-19 Condition.
Wander PL, Baraff A, Fox A, Cho K, Maripuri M, Honerlaw JP, Ho YL, Dey AT, O'Hare AM, Bohnert ASB, Boyko EJ, Maciejewski ML, Viglianti E, Iwashyna TJ, Hynes DM, Osborne TF, Ioannou GN. Wander PL, et al. JAMA Netw Open. 2023 Dec 1;6(12):e2346783. doi: 10.1001/jamanetworkopen.2023.46783. JAMA Netw Open. 2023. PMID: 38064215 Free PMC article. - A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation.
Wen A, Wang L, He H, Fu S, Liu S, Hanauer DA, Harris DR, Kavuluru R, Zhang R, Natarajan K, Pavinkurve NP, Hajagos J, Rajupet S, Lingam V, Saltz M, Elowsky C, Moffitt RA, Koraishy FM, Palchuk MB, Donovan J, Lingrey L, Stone-DerHagopian G, Miller RT, Williams AE, Leese PJ, Kovach PI, Pfaff ER, Zemmel M, Pates RD, Guthe N, Haendel MA, Chute CG, Liu H; National COVID Cohort Collaborative; RECOVER Initiative. Wen A, et al. JMIR Med Inform. 2024 Sep 9;12:e49997. doi: 10.2196/49997. JMIR Med Inform. 2024. PMID: 39250782 Free PMC article. - COVID persistente. Elementos básicos para el médico de atención primaria.
Correa EM, Vallespín GT. Correa EM, et al. FMC. 2022 Nov;29(9):481-489. doi: 10.1016/j.fmc.2022.02.015. Epub 2022 Oct 31. FMC. 2022. PMID: 36338437 Free PMC article. Spanish.
References
- Wang, D. et al. Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus-infected pneumonia in Wuhan, China. J. Am. Med. Assoc. 323, 1061–1069 (2020). - DOI
- Xie, Y., Bowe, B., Maddukuri, G. & Al-Aly, Z. Comparative evaluation of clinical manifestations and risk of death in patients admitted to hospital with Covid-19 and seasonal influenza: cohort study. Br. Med. J. 371, m4677 (2020). - DOI
- Advisory Group of the British Society for Immunology. Long-term Immunological Health Consequences of COVID-19 (British Society for Immunology, 2020).
- Figueroa, J. D. et al. Distinguishing between direct and indirect consequences of Covid-19. Br. Med. J. 369, m2377 (2020). - DOI
- Townsend, E. COVID-19 policies in the UK and consequences for mental health. Lancet Psychiatry 7, 1014–1015 (2020). - DOI
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical