Related Experiment Video
Updated: May 13, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
Relationship between multimorbidity, SARS-COV-2 infection and long COVID: a cross-sectional population-based French
Tatjana T Makovski1, Olivier Steichen2,3, Melissa Rushyizekera4
1Department of Non-Communicable Diseases and Injuries, French Public Health Agency (Sante Publique France), 12 Rue du Val d'Osne, Saint-Maurice Cedex, 94415, France. tatjana.makovski@santepubliquefrance.fr.
Background:
Understanding the risks of COVID-19-related consequences for vulnerable groups such as people with multimorbidity is crucial to better tailor health care and public health measures. The main objective of this study was to explore the association between multimorbidity and WHO-defined post-COVID condition (PCC), while also considering the association with SARS-COV-2 infection given that the infection is a prerequisite of PCC.
Methods:
This population-representative cross-sectional study was conducted in the general adult population in mainland France between 29 August and 31 December 2022 (N = 1813). The analyses of the association between multimorbidity (defined as disease count and most prevalent dyads/triads) and PCC or SAR-COV-2 infection were adjusted for age, sex, socioeconomic variables and number of infections (for PCC only) using adjusted Poisson regression with robust variance.
Results:
The study population had a mean age (SD) of 53 (± 18.5) years, while 53.6% were women. The likelihood of SARS-COV-2 infection increased with disease count but was only significant for ≥ 4 diseases. Five dyads and one triad presented a higher risk; almost all included anxiety. The likelihood of PCC increased with disease count, prevalence ratios (PRs) (95% CI) for 1, 2-3 and ≥ 4 diseases versus 0 were 1.90 (1.16-3.13), 3.32 (2.07-5.35) and 5.65 (3.41-9.38), respectively, and for 19 of 26 most prevalent dyads and the triad. The association was strongest for cardiac rhythm disorder and either low back pain (PR (95%CI) 4.17 (2.03-8.53)) or anxiety (PR (95%CI) 3.73 (1.98-7.01)).
Conclusions:
Multimorbidity, most frequently in combination with anxiety or low back pain, presented a significant association with PCC beyond that of SARS-CoV-2 infection underscoring the importance of implementing strategies to prevent and manage persistent symptoms in vulnerable groups.
Related Concept Videos
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Longitudinal Research
Single Nucleotide Polymorphisms-SNPs
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
COPD: Pathogenesis and Clinical Features
The primary cause for the onset of COPD is cigarette smoking and exposure to air pollution. These hazardous factors initiate a chain reaction within the lungs, resulting in chronic inflammation, damage to the airways, and a...
Principles of Disease Surveillance

