Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Oct 12;13(1):5822.
doi: 10.1038/s41467-022-33573-6.

Post-acute sequelae of SARS-CoV-2 with clinical condition definitions and comparison in a matched cohort

Affiliations

Post-acute sequelae of SARS-CoV-2 with clinical condition definitions and comparison in a matched cohort

Michael A Horberg et al. Nat Commun. .

Abstract

Disease characterization of Post-Acute Sequelae of SARS-CoV-2 (PASC) does not account for pre-existing conditions and time course of incidence. We utilized longitudinal data and matching to a COVID PCR-negative population to discriminate PASC conditions over time within our patient population during 2020. Clinical Classification Software was used to identify PASC condition groupings. Conditions were specified acute and persistent (occurring 0-30 days post COVID PCR and persisted 30-120 days post-test) or late (occurring initially 30-120 days post-test). We matched 3:1 COVID PCR-negative COVIDPCR-positive by age, sex, testing month and service area, controlling for pre-existing conditions up to four years prior; 28,118 PCR-positive to 70,293 PCR-negative patients resulted. We estimated PASC risk from the matched cohort. Risk of any PASC condition was 12% greater for PCR-positive patients in the late period with a significantly higher risk of anosmia, cardiac dysrhythmia, diabetes, genitourinary disorders, malaise, and nonspecific chest pain. Our findings contribute to a more refined PASC definition which can enhance clinical care.

PubMed Disclaimer

Conflict of interest statement

The authors declare no competing interests.

Figures

Fig. 1
Fig. 1. Unadjusted risk ratios (and 95% confidence intervals) of PASC-related conditions comparing PCR-positive (vs. PCR-negative), in three-time periods anchored on the date of SARS-CoV-2 PCR test result.
A CCS condition risk ratio comparison with a 95% CI plot for PCR-positive population vs PCR-negative population within our study time periods. Risk ratio is the measure of interest comprised of the number of CCS conditions incident in the PCR-positive cohort (n = 28,118) versus CCS conditions incident in the PCR-negative cohort (n = 70,293), with 95% confidence intervals represented by the respective bands. Utilizing 1.0 as the baseline, significant risk ratios (p < 0.05) for the PASC-related conditions can be identified in bold and compared in scale to the other conditions. (*) Asterisk designates that the metric was too large to fit within the scale of the graphic.
Fig. 2
Fig. 2. Diagnosis Observation Periods.
Diagnostic observation timeline for CCS conditions in relation to the COVID testing date as the index date. The time periods used in this study were defined as follows: Late: 30–120 days post COVID test date; Acute and persistent 0–30 days post COVID test date and persisted 30–120 days; Pre-existing conditions: four years prior to COVID test date.

Similar articles

Cited by

  • Post-Acute Sequelae of Covid-19: A System-wise Approach on the Effects of Long-Covid-19.
    Umakanthan S, Katwaroo AR, Bukelo M, Bg S, Boralingaiah P, Ranade AV, Rangan P, Shashidhar S, Kini JR, Kini G. Umakanthan S, et al. Am J Med Open. 2024 Jun 8;12:100071. doi: 10.1016/j.ajmo.2024.100071. eCollection 2024 Dec. Am J Med Open. 2024. PMID: 39268246 Free PMC article. Review.
  • Persistent serum protein signatures define an inflammatory subcategory of long COVID.
    Talla A, Vasaikar SV, Szeto GL, Lemos MP, Czartoski JL, MacMillan H, Moodie Z, Cohen KW, Fleming LB, Thomson Z, Okada L, Becker LA, Coffey EM, De Rosa SC, Newell EW, Skene PJ, Li X, Bumol TF, Juliana McElrath M, Torgerson TR. Talla A, et al. Nat Commun. 2023 Jun 9;14(1):3417. doi: 10.1038/s41467-023-38682-4. Nat Commun. 2023. PMID: 37296110 Free PMC article.
  • Development of a Definition of Postacute Sequelae of SARS-CoV-2 Infection.
    Thaweethai T, Jolley SE, Karlson EW, Levitan EB, Levy B, McComsey GA, McCorkell L, Nadkarni GN, Parthasarathy S, Singh U, Walker TA, Selvaggi CA, Shinnick DJ, Schulte CCM, Atchley-Challenner R, Alba GA, Alicic R, Altman N, Anglin K, Argueta U, Ashktorab H, Baslet G, Bassett IV, Bateman L, Bedi B, Bhattacharyya S, Bind MA, Blomkalns AL, Bonilla H, Brim H, Bush PA, Castro M, Chan J, Charney AW, Chen P, Chibnik LB, Chu HY, Clifton RG, Costantine MM, Cribbs SK, Davila Nieves SI, Deeks SG, Duven A, Emery IF, Erdmann N, Erlandson KM, Ernst KC, Farah-Abraham R, Farner CE, Feuerriegel EM, Fleurimont J, Fonseca V, Franko N, Gainer V, Gander JC, Gardner EM, Geng LN, Gibson KS, Go M, Goldman JD, Grebe H, Greenway FL, Habli M, Hafner J, Han JE, Hanson KA, Heath J, Hernandez C, Hess R, Hodder SL, Hoffman MK, Hoover SE, Huang B, Hughes BL, Jagannathan P, John J, Jordan MR, Katz SD, Kaufman ES, Kelly JD, Kelly SW, Kemp MM, Kirwan JP, Klein JD, Knox KS, Krishnan JA, Kumar A, Laiyemo AO, Lambert AA, Lanca M, Lee-Iannotti JK, Logarbo BP, Longo MT, Luciano CA, Lutrick K, Maley JH, Mallett G, Marathe JG, Marconi V, Marshall GD, Martin CF, Matusov Y, Mehari A, Mendez-Figueroa H, Mermelstein R, Metz TD… See abstract for full author list ➔ Thaweethai T, et al. JAMA. 2023 Jun 13;329(22):1934-1946. doi: 10.1001/jama.2023.8823. JAMA. 2023. PMID: 37278994 Free PMC article.
  • Researching COVID to Enhance Recovery (RECOVER) adult study protocol: Rationale, objectives, and design.
    Horwitz LI, Thaweethai T, Brosnahan SB, Cicek MS, Fitzgerald ML, Goldman JD, Hess R, Hodder SL, Jacoby VL, Jordan MR, Krishnan JA, Laiyemo AO, Metz TD, Nichols L, Patzer RE, Sekar A, Singer NG, Stiles LE, Taylor BS, Ahmed S, Algren HA, Anglin K, Aponte-Soto L, Ashktorab H, Bassett IV, Bedi B, Bhadelia N, Bime C, Bind MC, Black LJ, Blomkalns AL, Brim H, Castro M, Chan J, Charney AW, Chen BK, Chen LQ, Chen P, Chestek D, Chibnik LB, Chow DC, Chu HY, Clifton RG, Collins S, Costantine MM, Cribbs SK, Deeks SG, Dickinson JD, Donohue SE, Durstenfeld MS, Emery IF, Erlandson KM, Facelli JC, Farah-Abraham R, Finn AV, Fischer MS, Flaherman VJ, Fleurimont J, Fonseca V, Gallagher EJ, Gander JC, Gennaro ML, Gibson KS, Go M, Goodman SN, Granger JP, Greenway FL, Hafner JW, Han JE, Harkins MS, Hauser KSP, Heath JR, Hernandez CR, Ho O, Hoffman MK, Hoover SE, Horowitz CR, Hsu H, Hsue PY, Hughes BL, Jagannathan P, James JA, John J, Jolley S, Judd SE, Juskowich JJ, Kanjilal DG, Karlson EW, Katz SD, Kelly JD, Kelly SW, Kim AY, Kirwan JP, Knox KS, Kumar A, Lamendola-Essel MF, Lanca M, Lee-Lannotti JK, Lefebvre RC, Levy BD, Lin JY, Logarbo BP Jr, Logue JK, Longo MT, Luciano CA, Lutrick K, Malakooti SK, Ma… See abstract for full author list ➔ Horwitz LI, et al. PLoS One. 2023 Jun 23;18(6):e0286297. doi: 10.1371/journal.pone.0286297. eCollection 2023. PLoS One. 2023. PMID: 37352211 Free PMC article.
  • Label efficient phenotyping for Long COVID using electronic health records.
    Hong C, Wen J, Zhang HG, Ayakulangara Panickan V, Yang DY, Chen AW, Xiong X, Wang X, Morris M, Morini S, Sangar R, Dey A, Samayamuthu MJ, Liao K, Bonzel CL, Tanukonda V, Maripuri M, Honerlaw J, Ho YL, Visweswaran S, Kohane IS, Cho K, Brat G, Xia Z, Cai T. Hong C, et al. NPJ Digit Med. 2025 Jul 4;8(1):405. doi: 10.1038/s41746-025-01617-y. NPJ Digit Med. 2025. PMID: 40615692 Free PMC article.

References

    1. Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Infect. Dis. 2020;20:533–534. doi: 10.1016/S1473-3099(20)30120-1. - DOI - PMC - PubMed
    1. Pretorius E, et al. Persistent clotting protein pathology in Long COVID/Post-Acute Sequelae of COVID-19 (PASC) is accompanied by increased levels of antiplasmin. Cardiovascular Diabetol. 2021;20:172. doi: 10.1186/s12933-021-01359-7. - DOI - PMC - PubMed
    1. Al-Aly Z, Xie Y, Bowe B. High-dimensional characterization of post-acute sequelae of COVID-19. Nature. 2021;594:259–64.. doi: 10.1038/s41586-021-03553-9. - DOI - PubMed
    1. World Health Organization (WHO). A clinical case definition of post COVID-19 condition by a Delphi consensus, 6 October 2021. 2021. https://www.who.int/publications/i/item/WHO-2019-nCoV-Post_COVID-19_cond... (accessed February 14, 2022.
    1. Evans L. Proposed ‘post’ COVID ICD-10-CM code could take effect Oct. 1. Part B News. 2021 March 11, 2021.

Publication types

Grants and funding