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
. 2024 Oct 22;8(1):122.
doi: 10.1186/s41687-024-00797-7.

Associations between symptom-based long COVID clusters and long-term quality of life, work and daily activities among individuals testing positive for SARS-CoV-2 at a national retail pharmacy

Affiliations

Associations between symptom-based long COVID clusters and long-term quality of life, work and daily activities among individuals testing positive for SARS-CoV-2 at a national retail pharmacy

Manuela Di Fusco et al. J Patient Rep Outcomes. .

Abstract

Background: Evidence on long COVID symptom clustering patterns among patients with COVID-19 is limited. We summarized long COVID symptoms in clusters defined by number of symptoms co-occurring together, and we assessed Health-Related Quality of Life (HQRoL), Work Productivity and Activity Impairment (WPAI) outcomes across these clusters over time. We assessed associations between the clusters and BNT162b2 vaccination status.

Methods: A prospective longitudinal patient-reported outcomes (PRO) study recruited laboratory-confirmed symptomatic COVID-19 patients seeking testing from a national retail pharmacy. Long COVID-19 symptoms were self-reported by participants at 4-week, 3-month and 6-month surveys. Patient classes identified via latent class analysis (LCA) with long COVID-19 symptoms were simplified into clusters based on number of symptoms. HRQoL and WPAI outcomes were collected using EQ-ED-5L and WPAI: GH questionnaires. Mixed models for repeated measures analyses were conducted to examine associations between exposure groups and outcomes.

Results: The study included 328 participants that were segmented into three groups of long COVID-19 symptoms based on LCA and then simplified by the number of symptoms (Cluster 1 low, <2; Cluster 2 moderate, 2-6; and Cluster 3 high, >6 symptoms). The number of long COVID-19 symptoms was negatively associated with HRQoL and WPAI, whereby participants with high symptom burden (>6 symptoms) had the lowest HRQoL and WPAI scores assessed by absenteeism, presenteeism, work productivity loss, activity impairment, and hours worked metrics. Compared with those unvaccinated and not up-to-date with COVID-19 vaccination, subjects boosted with BNT162b2 consistently reported less symptom burden during the follow-up, regardless of their symptom-based cluster.

Conclusion: Three distinct patient clusters based on frequency of long COVID symptoms experienced different HRQoL and WPAI outcomes over 6 months. The cluster with more concomitant symptoms experienced greater burden than the others. Participants up-to-date with BNT162b2 reported lower symptom burden across all clusters and timeframes.

Clinical trial registration: Clinicaltrials.gov NCT05160636.

Keywords: BNT162b2; COVID-19; HRQoL; Humanistic; Quality of life; SARS-CoV-2; WPAI; long-COVID-19 symptoms.

PubMed Disclaimer

Conflict of interest statement

MDC, AY, MBA, KEA, TMP, LP, SMCL, and JCC are employed by Pfizer® Inc. and hold stock or stock options of Pfizer. XS and KJTC are employed by CVS Health® Corporation and hold stock and receive equity from CVS Health, which received funding from Pfizer in connection with the development of this manuscript.

Figures

Fig. 1
Fig. 1
Health-related Quality of Life (HQRoL) and Work Productivity and Activity Impairment (WPAI) outcomes by symptom cluster and time point
Fig. 2
Fig. 2
Associations between BNT162b2 vaccination status and symptom-based cluster, by time point

References

    1. Centers for Disease Control and Prevention. Long COVID basics. https://www.cdc.gov/covid/long-term-effects/?CDC_AAref_Val=https://www.c.... Accessed 18 May 2024
    1. Ford ND, Slaughter D, Edwards D, Dalton A, Perrine C, Vahratian A, Saydah S (2023) Long COVID and significant activity limitation among adults, by Age - United States, June 1–13, 2022, to June 7–19, 2023. MMWR Morb Mortal Wkly Rep 72(32):866–870. 10.15585/mmwr.mm7232a3 - PMC - PubMed
    1. Davis HE, Assaf GS, McCorkell L, Wei H, Low RJ, Re’em Y, Redfield S, Austin JP, Akrami A (2021) Characterizing long COVID in an international cohort: 7 months of symptoms and their impact. EClinicalMedicine 38:101019 - PMC - PubMed
    1. O’Mahoney LL, Routen A, Gillies C, Ekezie W, Welford A, Zhang A, Karamchandani U, Simms-Williams N, Cassambai S, Ardavani A (2023) The prevalence and long-term health effects of long covid among hospitalised and non-hospitalised populations: a systematic review and meta-analysis. EClinicalMedicine 55:101762 - PMC - PubMed
    1. Davis HE, McCorkell L, Vogel JM, Topol EJ (2023) Long COVID: major findings, mechanisms and recommendations. Nat Rev Microbiol 21(3):133–146 - PMC - PubMed

Associated data

Grants and funding