Skip to main navigation Skip to search Skip to main content

Symptoms predicting the onset and duration of SARS-CoV-2 infectiousness: A community cohort study

  • Seran Hakki*
  • , Kieran J. Madon
  • , Sean Nevin
  • , Joe Fenn
  • , Jakob Jonnerby
  • , Rhia Kundu
  • , Emily Conibear
  • , Aleksandra Koycheva
  • , Nieves Derqui
  • , Sam Baldwin
  • , Hamish Houston
  • , Timesh D. Pillay
  • , Janakan Sam Narean
  • , Robert Varro
  • , Constanta Luca
  • , Samuel Evetts
  • , Shazaad Ahmad
  • , Maria Zambon
  • , Jake Dunning
  • , Ajit Lalvani
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Objective To determine how upper respiratory tract (URT) viral load (VL) kinetics influence the timing, intensity, and duration of symptoms in SARS-CoV-2 community cases. Methods Our prospective community cohort provided daily URT swabs for VL quantification for 2 weeks and symptom diaries for 28 days post recruitment. Symptom data were summarized using a composite Symptom Burden Score (SBS) incorporating symptom presence and severity. Only cases who enrolled sufficiently early post exposure to discern peak (p)VL were included ( n = 89). Infectious viral shedding was assessed in a subset ( n = 37) through quantitative viral culture. Results The day of pVL correlated with the day of peak symptom burden score (pSBS) ( P < 0.001, n = 89). Very high pVL (>170,000,000 RNA copies/ml) was linked to prolonged illness, with a subset experiencing symptoms ≥3 weeks ( P < 0.001). Cases reported more symptoms, as well as an increase in URT symptom burden, on the first day of virus cultivability compared to the preceding day ( P < 0.001 and P = 0.005, n = 31). Peak systemic symptom score, and specifically muscle aches, significantly associated with prolonged infectious viral shedding ( P = 0.012 and P = 0.033, n = 34). URT symptoms such as rhinitis, sore throat, and hoarse voice showed the steepest increase at infectiousness onset. Conclusion The timing of pSBS aligns with pVL, and pVL above 170,000,000 RNA copies/ml predicts prolonged symptom duration. URT symptom escalation often marks the onset of infectiousness, while systemic symptoms, particularly muscle aches, signal prolonged infectiousness. These findings identify symptom-based markers of infectiousness with implications for testing strategies. They also highlight the importance of collecting early, frequent longitudinal symptom and virological data as a core element of the public health response to novel pathogens and future pandemics.

Original languageEnglish
Article number108471
JournalInternational Journal of Infectious Diseases
Volume165
DOIs
Publication statusPublished - Apr 2026

Bibliographical note

Publisher Copyright:
© 2026 .

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • COVID-19
  • Kinetics
  • Pandemic preparedness
  • SARS-CoV-2
  • Symptom
  • Viral load

Fingerprint

Dive into the research topics of 'Symptoms predicting the onset and duration of SARS-CoV-2 infectiousness: A community cohort study'. Together they form a unique fingerprint.

Cite this