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Antibody (Serology) Tests for COVID-19: a Case Study.

Rachel M WestAmanda KobokovichNancy ConnellGigi Kwick Gronvall
Published in: mSphere (2021)
Serology (antibody) tests to detect previous SARS-CoV-2 infection have been in high demand from the beginning of the COVID-19 pandemic. The initial shortage of diagnostic tests coupled with asymptomatic infections led to a significant demand for serology tests to identify past infections. Despite serious limitations on the interpretation of a positive antibody test in terms of immunity to SARS-CoV-2, antibody testing was initially considered for release from social distancing, return to employment, and "immunity passports." The regulatory approach to antibody tests was limited; manufacturers were encouraged to develop and market antibody tests without submitting validation data to the FDA. FDA guidance grew more stringent, but many poor-quality tests were already on the market-potentially inappropriately used for individual decision-making. This is a case study describing COVID-19 serology tests and the U.S. market and describes lessons learned for a future health security crisis.
Keyphrases
  • sars cov
  • coronavirus disease
  • healthcare
  • public health
  • decision making
  • transcription factor
  • machine learning
  • climate change
  • risk assessment
  • social media
  • data analysis