1. Phenotyping of Acute and Persistent Coronavirus Disease 2019 Features in the Outpatient Setting: Exploratory Analysis of an International Cross-sectional Online Survey
- Author
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Dietmar Ausserhofer, Goetz Nordmeyer, Ivan Tancevski, Magdalena Aichner, Alex Pizzini, Katharina Kurz, Thomas Sonnweber, Christoph Puelacher, Barbara Sperner-Unterweger, Anna Boehm, Andreas Huber, Verena Rass, Stefan Kiechl, Gerhard Rumpold, Guenter Weiss, Paulina Maria Weber, Piotr Tymoszuk, Rosa Bellmann-Weiler, Raimund Helbok, Sabina Sahanic, Katharina Cima, Katharina Hüfner, Judith Loeffler-Ragg, Bernhard Holzner, Barbara Boeckle, Giuliano Piccoliori, Herbert Bachler, and Christian J. Wiedermann
- Subjects
Microbiology (medical) ,medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,business.industry ,Convalescence ,media_common.quotation_subject ,Hypogeusia ,Survey research ,Exploratory analysis ,Infectious Diseases ,Hyposmia ,Internal medicine ,Cohort ,medicine ,Outpatient setting ,medicine.symptom ,business ,media_common - Abstract
Background Long COVID, defined as the presence of coronavirus disease 2019 (COVID-19) symptoms ≥28 days after clinical onset, is an emerging challenge to healthcare systems. The objective of the current study was to explore recovery phenotypes in nonhospitalized individuals with COVID-19. Methods A dual cohort, online survey study was conducted between September 2020 and July 2021 in the neighboring European regions Tyrol (TY; Austria, n = 1157) and South Tyrol (STY; Italy, n = 893). Data were collected on demographics, comorbid conditions, COVID-19 symptoms, and recovery in adult outpatients. Phenotypes of acute COVID-19, postacute sequelae, and risk of protracted recovery were explored using semi-supervised clustering and multiparameter least absolute shrinkage and selection operator (LASSO) modeling. Results Participants in the study cohorts were predominantly working age (median age [interquartile range], 43 [31–53] years] for TY and 45 [35–55] years] for STY) and female (65.1% in TY and 68.3% in STY). Nearly half (47.6% in TY and 49.3% in STY) reported symptom persistence beyond 28 days. Two acute COVID-19 phenotypes were discerned: the nonspecific infection phenotype and the multiorgan phenotype (MOP). Acute MOP symptoms encompassing multiple neurological, cardiopulmonary, gastrointestinal, and dermatological symptoms were linked to elevated risk of protracted recovery. The major subset of individuals with long COVID (49.3% in TY; 55.6% in STY) displayed no persistent hyposmia or hypogeusia but high counts of postacute MOP symptoms and poor self-reported physical recovery. Conclusions The results of our 2-cohort analysis delineated phenotypic diversity of acute and postacute COVID-19 manifestations in home-isolated patients, which must be considered in predicting protracted convalescence and allocating medical resources.
- Published
- 2021
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