Age, sex and seasonal differences in COVID-19 viral load: a Lebanese cross-sectional study

Elie Charro1, Karolina Jaalouk2, Fatima Kourani2

  • 1Faculty of Medical Sciences, Lebanese University, Hadath, Lebanon. Eliecharro98@gmail.com.

BMC Infectious Diseases
|November 4, 2025
PubMed

Insights

COVID-19 viral load is influenced by age, sex, and season. Females, children, and seniors, along with colder seasons, showed variations in viral load, impacting infection control strategies.

Area of Science:

  • Virology
  • Epidemiology
  • Public Health

Background:

  • Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2, has led to millions of deaths globally.
  • COVID-19 diagnosis relies on Cycle Threshold (CT) values from PCR tests, indicating viral load.
  • Limited large-scale studies have explored demographic and seasonal impacts on COVID-19 viral load.

Purpose of the Study:

  • To investigate the influence of sex, age, and seasonal variations on COVID-19 viral load.
  • To analyze these factors within a Lebanese cross-sectional study population.

Main Methods:

  • Analysis of 686,739 participants' data from Al-Hadi Medical Center.
  • Extraction of age, sex, and seasonal variation data.
  • Exclusion of participants under one year of age.

Main Results:

  • Female sex, being a child or senior, and testing during cold/humid seasons were predictors of positive PCR results.
  • Children exhibited higher CT values than seniors.
  • Aged individuals showed a decrease in CT value per year of age (0.013).
  • Females had a lower average CT value than males (0.149).
  • CT values were higher in cold/rainy seasons compared to hot/dry seasons (1.392).

Conclusions:

  • Sex, age, and seasonal variations are modest predictors of COVID-19 viral load.
  • These factors should inform infection control and clinical management strategies for SARS-CoV-2 patients.
Abstract

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