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
. 2025 Sep 30;20(9):e0332819.
doi: 10.1371/journal.pone.0332819. eCollection 2025.

Associations of SARS-CoV-2 PCR positivity with clinical symptoms and race/ethnicity: The household transmission study

Affiliations

Associations of SARS-CoV-2 PCR positivity with clinical symptoms and race/ethnicity: The household transmission study

Sara H Goodman et al. PLoS One. .

Abstract

Objective: The objective of this study was to identify demographic and clinical factors associated with SARS-CoV-2 infection among household contacts (HCs) following exposure to a confirmed case.

Methods: We analyzed an existing case-ascertained prospective cohort study of 43 HCs of SARS-CoV-2-positive index cases recruited from Stanford Health Care between March 2020 and June 2022. Participants self-collected nasal swabs daily for up to 21 days for reverse transcription polymerase chain reaction (RT-PCR) testing and reported symptoms in daily diaries. Using Cox proportional hazards models, we assessed associations between participant characteristics over time to first positive PCR result.

Results: We found that symptomatology and race/ethnicity were independently associated with increased infection risk. In multivariable analysis, participants with systemic symptoms had a higher likelihood of testing positive (adjusted hazard ratio [aHR]=2.62; 95% confidence interval [CI]: 1.38-6.55). Additionally, identifying as a racial/ethnic minority had a greater risk of a positive test (aHR = 2.55 for systemic symptoms, 2.43 for any respiratory symptoms, and 2.40 for upper respiratory symptoms) compared to white patients.

Conclusion: These findings underscore the importance of symptom-based surveillance and highlight ongoing racial and ethnic disparities in SARS-CoV-2 transmission risk. This study also demonstrates the feasibility of longitudinal, self-administered testing and offers a scalable model for investigating transmission dynamics of respiratory viruses in community settings.

PubMed Disclaimer

Conflict of interest statement

Dr. Maldonado reported receiving grants from Pfizer outside the submitted work. No other disclosures were reported. The other authors have no conflicts of interest to report.

References

    1. Madewell ZJ, Yang Y, Longini IM Jr, Halloran ME, Dean NE. Household secondary attack rates of SARS-CoV-2 by variant and vaccination status: an updated systematic review and meta-analysis. JAMA Netw Open. 2022;5(4):e229317. doi: 10.1001/jamanetworkopen.2022.9317 - DOI - PMC - PubMed
    1. Cerami C, Popkin-Hall ZR, Rapp T, Tompkins K, Zhang H, Muller MS, et al. Household transmission of severe acute respiratory syndrome coronavirus 2 in the United States: living density, viral load, and disproportionate impact on communities of color. Clin Infect Dis. 2022;74(10):1776–85. doi: 10.1093/cid/ciab701 - DOI - PMC - PubMed
    1. Hogan CA, Sahoo MK, Huang C, Garamani N, Stevens B, Zehnder J, et al. Comparison of the Panther Fusion and a laboratory-developed test targeting the envelope gene for detection of SARS-CoV-2. J Clin Virol. 2020;127:104383. doi: 10.1016/j.jcv.2020.104383 - DOI - PMC - PubMed
    1. Altamirano J, Govindarajan P, Blomkalns AL, Leary S, Robinson I, Chun LX, et al. Natural history of shedding and household transmission of severe acute respiratory syndrome coronavirus 2 using intensive high-resolution sampling. PLoS One. 2024;19(7):e0305300. doi: 10.1371/journal.pone.0305300 - DOI - PMC - PubMed
    1. United States Food and Drug Administration. Emergency Use Authorization (EUA) Summary SARS-CoV-2 RT-PCR Assay Stanford Health Care Clinical Virology Laboratory. Greenbelt, MD. 2020. Available from: https://www.fda.gov/media/136818/download