1. Risk factors for long COVID syndrome in postmenopausal women with previously reported diagnosis of COVID-19
- Author
-
Neuhouser, Marian L, Butt, Hamza Islam, Hu, Chengcheng, Shadyab, Aladdin H, Garcia, Lorena, Follis, Shawna, Mouton, Charles, Harris, Holly R, Wactawski-Wende, Jean, Gower, Emily, Vitolins, Mara, Von Ah, Diane, Nassir, Rami, Karanth, Shama, Ng, Ted, Paskett, Electra, Manson, JoAnn E, and Chen, Zhao
- Subjects
Health Services and Systems ,Biomedical and Clinical Sciences ,Clinical Sciences ,Health Sciences ,Coronaviruses ,Prevention ,Aging ,Emerging Infectious Diseases ,Infectious Diseases ,Good Health and Well Being ,chronic disease ,long COVID ,machine learning ,postmenopausal women ,Medical and Health Sciences ,Epidemiology ,Biomedical and clinical sciences ,Health sciences - Abstract
PurposeLong COVID-19 syndrome occurs in 10-20 % of people after a confirmed/probable SARS-COV-2 infection; new symptoms begin within three months of COVID-19 diagnosis and last > 8 weeks. Little is known about risk factors for long COVID, particularly in older people who are at greater risk of COVID complications.MethodsData are from Women's Health Initiative (WHI) postmenopausal women who completed COVID surveys that included questions on whether they had ever been diagnosed with COVID and length and nature of symptoms. Long COVID was classified using standard consensus criteria. Using WHI demographic and health data collected at study enrollment (1993-98) through the present day, machine learning identified the top 20 risk factors for long COVID. These variables were tested in logistic regression models.ResultsOf n = 37,280 survey respondents, 1237 (mean age = 83 years) reported a positive COVID-19 test and 425 (30 %) reported long COVID. Symptoms included an array of neurological, cardio-pulmonary, musculoskeletal, and general fatigue, and malaise symptoms. Long COVID risk factors included weight loss, physical and mobility limitations, and specific heath conditions (e.g., history of heart valve procedure, rheumatoid arthritis).ConclusionsKnowledge of risk factors for long COVID may be the first step in understanding the etiology of this complex disease.
- Published
- 2024