Motivation: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (coronavirus
disease, 2019; COVID-19) is associated with adverse outcomes in patients. It has been observed that
lethality seems to be related to the age of patients. Moreover, it has been demonstrated that ageing
causes some modifications at a molecular level. Objective: The study aims to shed out light on a possible
link between the increased COVID-19 lethality and the molecular changes that occur in elderly people.
Methods: We considered public datasets on ageing-related genes and their expression at tissue level.
We selected interactors that are known to be related to ageing process. Then, we performed a networkbased analysis to identify interactors significantly related to both SARS-CoV-2 and ageing. Finally, we
investigated changes on the expression level of coding genes at tissue, gender and age level.
Results We observed a significant intersection between some SARS-CoV-2 interactors and ageing-related
genes suggesting that those genes are particularly affected by COVID-19 infection. Our analysis evidenced
that virus infection particularly affects ageing molecular mechanisms centred around proteins EEF2,
NPM1, HMGA1, HMGA2, APEX1, CHEK1, PRKDC, and GPX4. We found that HMGA1, and NPM1
have a different expression in lung of males, while HMGA1, APEX1, CHEK1, EEF2, and NPM1 present
changes in expression in males due to aging effects.
Conclusion Our study generated a mechanistic framework to explaining the correlation between COVID-19
incidence in elderly patients and molecular mechanisms of ageing. This will provide testable hypotheses
for future investigation and pharmacological solutions tailored on specific age ranges.