Optimizing SARS-CoV-2 Surveillance in the United States: Insights From the National Football League Occupational Health Program

Ann Intern Med. 2021 Aug;174(8):1081-1089. doi: 10.7326/M21-0319. Epub 2021 Jun 15.

Abstract

Background: Evidence to understand effective strategies for surveillance and early detection of SARS-CoV-2 is limited.

Objective: To describe the results of a rigorous, large-scale COVID-19 testing and monitoring program.

Design: The U.S. National Football League (NFL) and the NFL Players Association (NFLPA) instituted a large-scale COVID-19 monitoring program involving daily testing using 2 reverse transcription polymerase chain reaction (RT-PCR) platforms (Roche cobas and Thermo Fisher QuantStudio), a transcription-mediated amplification platform (Hologic Panther), and an antigen point-of-care (aPOC) test (Quidel Sofia).

Setting: 32 NFL clubs in 24 states during the 2020 NFL season.

Participants: NFL players and staff.

Measurements: SARS-CoV-2 test results were described in the context of medically adjudicated status. Cycle threshold (Ct) values are reported when available.

Results: A total of 632 370 tests administered across 11 668 persons identified 270 (2.4%) COVID-19 cases from 1 August to 14 November 2020. Positive predictive values ranged from 73.0% to 82.0% across the RT-PCR platforms. High Ct values (33 to 37) often indicated early infection. For the first positive result, the median Ct value was 32.77 (interquartile range, 30.02 to 34.72) and 22% of Ct values were above 35. Among adjudicated COVID-19 cases tested with aPOC, 42.3% had a negative result. Positive concordance between aPOC test result and adjudicated case status increased as viral load increased.

Limitations: Platforms varied by laboratory, and test variability may reflect procedural differences.

Conclusion: Routine RT-PCR testing allowed early detection of infection. Cycle threshold values provided a useful guidepost for understanding results, with high values often indicating early infection. Antigen POC testing was unable to reliably rule out COVID-19 early in infection.

Primary funding source: The NFL and the NFLPA.

MeSH terms

  • COVID-19 / diagnosis*
  • COVID-19 / epidemiology
  • COVID-19 Nucleic Acid Testing*
  • COVID-19 Serological Testing*
  • Early Diagnosis
  • Football*
  • Humans
  • Incidence
  • Occupational Health*
  • SARS-CoV-2
  • United States / epidemiology