TY - JOUR
T1 - Sex-specific differences in physiological parameters related to SARS-CoV-2 infections among a national cohort (COVI-GAPP study)
AU - Grossmann, Kirsten
AU - Risch, Martin
AU - Markovic, Andjela
AU - Aeschbacher, Stefanie
AU - Weideli, Ornella C.
AU - Velez, Laura
AU - Kovac, Marc
AU - Pereira, Fiona
AU - Wohlwend, Nadia
AU - Risch, Corina
AU - Hillmann, Dorothea
AU - Lung, Thomas
AU - Renz, Harald
AU - Twerenbold, Raphael
AU - Rothenbühler, Martina
AU - Leibovitz, Daniel
AU - Kovacevic, Vladimir
AU - Klaver, Paul
AU - Brakenhoff, Timo B.
AU - Franks, Billy
AU - Mitratza, Marianna
AU - Downward, George S.
AU - Dowling, Ariel
AU - Montes, Santiago
AU - Veen, Duco
AU - Grobbee, Diederick E.
AU - Cronin, Maureen
AU - Conen, David
AU - Goodale, Brianna M.
AU - Risch, Lorenz
N1 - Publisher Copyright:
© 2024 Public Library of Science. All rights reserved.
PY - 2024/3
Y1 - 2024/3
N2 - Considering sex as a biological variable in modern digital health solutions, we investigated sex-specific differences in the trajectory of four physiological parameters across a COVID-19 infection. A wearable medical device measured breathing rate, heart rate, heart rate variability, and wrist skin temperature in 1163 participants (mean age = 44.1 years, standard deviation [SD] = 5.6; 667 [57%] females). Participants reported daily symptoms and con-founders in a complementary app. A machine learning algorithm retrospectively ingested daily biophysical parameters to detect COVID-19 infections. COVID-19 serology samples were collected from all participants at baseline and follow-up. We analysed potential sex-specific differences in physiology and antibody titres using multilevel modelling and t-tests. Over 1.5 million hours of physiological data were recorded. During the symptomatic period of infection, men demonstrated larger increases in skin temperature, breathing rate, and heart rate as well as larger decreases in heart rate variability than women. The COVID-19 infection detection algorithm performed similarly well for men and women. Our study belongs to the first research to provide evidence for differential physiological responses to COVID-19 between females and males, highlighting the potential of wearable technology to inform future precision medicine approaches.
AB - Considering sex as a biological variable in modern digital health solutions, we investigated sex-specific differences in the trajectory of four physiological parameters across a COVID-19 infection. A wearable medical device measured breathing rate, heart rate, heart rate variability, and wrist skin temperature in 1163 participants (mean age = 44.1 years, standard deviation [SD] = 5.6; 667 [57%] females). Participants reported daily symptoms and con-founders in a complementary app. A machine learning algorithm retrospectively ingested daily biophysical parameters to detect COVID-19 infections. COVID-19 serology samples were collected from all participants at baseline and follow-up. We analysed potential sex-specific differences in physiology and antibody titres using multilevel modelling and t-tests. Over 1.5 million hours of physiological data were recorded. During the symptomatic period of infection, men demonstrated larger increases in skin temperature, breathing rate, and heart rate as well as larger decreases in heart rate variability than women. The COVID-19 infection detection algorithm performed similarly well for men and women. Our study belongs to the first research to provide evidence for differential physiological responses to COVID-19 between females and males, highlighting the potential of wearable technology to inform future precision medicine approaches.
UR - http://www.scopus.com/inward/record.url?scp=85186734097&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0292203
DO - 10.1371/journal.pone.0292203
M3 - Article
C2 - 38446766
AN - SCOPUS:85186734097
SN - 1932-6203
VL - 19
JO - PLoS ONE
JF - PLoS ONE
IS - 3 March
M1 - e0292203
ER -