Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study

IntroductionFew studies have evaluated the presence of Post COVID-19 conditions (PCC) in people from Latin America, a region that has been heavily afflicted by the COVID-19 pandemic. In this study, we describe the frequency, co-occurrence, predictors, and duration of 23 symptoms in a cohort of Mexic...

Full description

Bibliographic Details
Main Authors: Isaac Núñez, Joshua Gillard, Sergio Fragoso-Saavedra, Dorien Feyaerts, León Islas-Weinstein, Angel A. Gallegos-Guzmán, Uriel Valente-García, Justin Meyerowitz, J. Daniel Kelly, Han Chen, Edward Ganio, Alexander Benkendorff, Jaime Flores-Gouyonnet, Pedro Dammann-Beltrán, José Francisco Heredia-González, Gabriela A. Rangel-Gutiérrez, Catherine A. Blish, Kari C. Nadeau, Garry Nolan, Jose C. Crispín, David R. McIlwain, Brice Gaudillière, Sergio I. Valdés-Ferrer
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1236702/full
_version_ 1797729010112790528
author Isaac Núñez
Isaac Núñez
Joshua Gillard
Joshua Gillard
Joshua Gillard
Joshua Gillard
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Dorien Feyaerts
León Islas-Weinstein
Angel A. Gallegos-Guzmán
Uriel Valente-García
Justin Meyerowitz
J. Daniel Kelly
J. Daniel Kelly
J. Daniel Kelly
Han Chen
Edward Ganio
Alexander Benkendorff
Jaime Flores-Gouyonnet
Pedro Dammann-Beltrán
José Francisco Heredia-González
Gabriela A. Rangel-Gutiérrez
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Garry Nolan
Jose C. Crispín
Jose C. Crispín
David R. McIlwain
Brice Gaudillière
Sergio I. Valdés-Ferrer
Sergio I. Valdés-Ferrer
author_facet Isaac Núñez
Isaac Núñez
Joshua Gillard
Joshua Gillard
Joshua Gillard
Joshua Gillard
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Dorien Feyaerts
León Islas-Weinstein
Angel A. Gallegos-Guzmán
Uriel Valente-García
Justin Meyerowitz
J. Daniel Kelly
J. Daniel Kelly
J. Daniel Kelly
Han Chen
Edward Ganio
Alexander Benkendorff
Jaime Flores-Gouyonnet
Pedro Dammann-Beltrán
José Francisco Heredia-González
Gabriela A. Rangel-Gutiérrez
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Garry Nolan
Jose C. Crispín
Jose C. Crispín
David R. McIlwain
Brice Gaudillière
Sergio I. Valdés-Ferrer
Sergio I. Valdés-Ferrer
author_sort Isaac Núñez
collection DOAJ
description IntroductionFew studies have evaluated the presence of Post COVID-19 conditions (PCC) in people from Latin America, a region that has been heavily afflicted by the COVID-19 pandemic. In this study, we describe the frequency, co-occurrence, predictors, and duration of 23 symptoms in a cohort of Mexican patients with PCC.MethodsWe prospectively enrolled and followed adult patients hospitalized for severe COVID-19 at a tertiary care centre in Mexico City. The incidence of PCC symptoms was determined using questionnaires. Unsupervised clustering of PCC symptom co-occurrence and Kaplan–Meier analyses of symptom persistence were performed. The effect of baseline clinical characteristics was evaluated using Cox regression models and reported with hazard ratios (HR).ResultsWe found that amongst 192 patients with PCC, respiratory problems were the most prevalent and commonly co-occurred with functional activity impairment. 56% had ≥5 persistent symptoms. Symptom persistence probability at 360 days 0.78. Prior SARS-CoV-2 vaccination and infection during the Delta variant wave were associated with a shorter duration of PCC. Male sex was associated with a shorter duration of functional activity impairment and respiratory symptoms. Hypertension and diabetes were associated with a longer duration of functional impairment. Previous vaccination accelerated PCC recovery.DiscussionIn our cohort, PCC symptoms were frequent (particularly respiratory and neurocognitive ones) and persistent. Importantly, prior SARS-CoV-2 vaccination resulted in a shorter duration of PCC.
first_indexed 2024-03-12T11:22:39Z
format Article
id doaj.art-0bb7fe6b72c541e9aab5fef4af1187ca
institution Directory Open Access Journal
issn 2296-858X
language English
last_indexed 2024-03-12T11:22:39Z
publishDate 2023-08-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Medicine
spelling doaj.art-0bb7fe6b72c541e9aab5fef4af1187ca2023-09-01T14:39:58ZengFrontiers Media S.A.Frontiers in Medicine2296-858X2023-08-011010.3389/fmed.2023.12367021236702Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort studyIsaac Núñez0Isaac Núñez1Joshua Gillard2Joshua Gillard3Joshua Gillard4Joshua Gillard5Sergio Fragoso-Saavedra6Sergio Fragoso-Saavedra7Sergio Fragoso-Saavedra8Dorien Feyaerts9León Islas-Weinstein10Angel A. Gallegos-Guzmán11Uriel Valente-García12Justin Meyerowitz13J. Daniel Kelly14J. Daniel Kelly15J. Daniel Kelly16Han Chen17Edward Ganio18Alexander Benkendorff19Jaime Flores-Gouyonnet20Pedro Dammann-Beltrán21José Francisco Heredia-González22Gabriela A. Rangel-Gutiérrez23Catherine A. Blish24Catherine A. Blish25Catherine A. Blish26Catherine A. Blish27Kari C. Nadeau28Kari C. Nadeau29Kari C. Nadeau30Kari C. Nadeau31Garry Nolan32Jose C. Crispín33Jose C. Crispín34David R. McIlwain35Brice Gaudillière36Sergio I. Valdés-Ferrer37Sergio I. Valdés-Ferrer38Department of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDivision of Postrgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, MexicoSection Pediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud Institute for Molecular Life Sciences, Nijmegen, NetherlandsRadboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, NetherlandsCenter for Molecular and Biomolecular Informatics, Radboud University Medical Center, Nijmegen, NetherlandsDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDivision of Postrgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, MexicoCombined Study Plan in Medicine, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, MexicoDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Epidemiology and Biostatistics, UCSF, San Francisco, CA, United States0Institute for Global Health Sciences, UCSF, San Francisco, CA, United States1F.IProctor Foundation, UCSF, San Francisco, CA, United States2Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States3Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Freiburg, GermanyDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, MexicoCombined Study Plan in Medicine, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, MexicoCombined Study Plan in Medicine, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico2Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States4Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States5Chan Zuckerberg Biohub, San Francisco, CA, United States6Division of Infectious Diseases, Stanford University, Stanford, CA, United States4Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States7Sean N. Parker Center for Allergy and Asthma Research, Stanford University, Stanford, CA, United States8Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, United States9Institute for Immunity, Transplantation, and Infectious Diseases, Stanford University, Stanford, CA, United States0Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States1School of Medicine and Health Sciencies, Tecnologico de Monterrey, Mexico City, Mexico2Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico2Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United StatesDepartment of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico3Center for Biomedical Science, Feinstein Institutes for Medical Research, New York, NY, United StatesIntroductionFew studies have evaluated the presence of Post COVID-19 conditions (PCC) in people from Latin America, a region that has been heavily afflicted by the COVID-19 pandemic. In this study, we describe the frequency, co-occurrence, predictors, and duration of 23 symptoms in a cohort of Mexican patients with PCC.MethodsWe prospectively enrolled and followed adult patients hospitalized for severe COVID-19 at a tertiary care centre in Mexico City. The incidence of PCC symptoms was determined using questionnaires. Unsupervised clustering of PCC symptom co-occurrence and Kaplan–Meier analyses of symptom persistence were performed. The effect of baseline clinical characteristics was evaluated using Cox regression models and reported with hazard ratios (HR).ResultsWe found that amongst 192 patients with PCC, respiratory problems were the most prevalent and commonly co-occurred with functional activity impairment. 56% had ≥5 persistent symptoms. Symptom persistence probability at 360 days 0.78. Prior SARS-CoV-2 vaccination and infection during the Delta variant wave were associated with a shorter duration of PCC. Male sex was associated with a shorter duration of functional activity impairment and respiratory symptoms. Hypertension and diabetes were associated with a longer duration of functional impairment. Previous vaccination accelerated PCC recovery.DiscussionIn our cohort, PCC symptoms were frequent (particularly respiratory and neurocognitive ones) and persistent. Importantly, prior SARS-CoV-2 vaccination resulted in a shorter duration of PCC.https://www.frontiersin.org/articles/10.3389/fmed.2023.1236702/fullpost-COVID-19 conditionslong COVIDpersistent COVIDSARS-CoV-2Mexico
spellingShingle Isaac Núñez
Isaac Núñez
Joshua Gillard
Joshua Gillard
Joshua Gillard
Joshua Gillard
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Sergio Fragoso-Saavedra
Dorien Feyaerts
León Islas-Weinstein
Angel A. Gallegos-Guzmán
Uriel Valente-García
Justin Meyerowitz
J. Daniel Kelly
J. Daniel Kelly
J. Daniel Kelly
Han Chen
Edward Ganio
Alexander Benkendorff
Jaime Flores-Gouyonnet
Pedro Dammann-Beltrán
José Francisco Heredia-González
Gabriela A. Rangel-Gutiérrez
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Catherine A. Blish
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Kari C. Nadeau
Garry Nolan
Jose C. Crispín
Jose C. Crispín
David R. McIlwain
Brice Gaudillière
Sergio I. Valdés-Ferrer
Sergio I. Valdés-Ferrer
Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
Frontiers in Medicine
post-COVID-19 conditions
long COVID
persistent COVID
SARS-CoV-2
Mexico
title Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
title_full Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
title_fullStr Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
title_full_unstemmed Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
title_short Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study
title_sort longitudinal clinical phenotyping of post covid condition in mexican adults recovering from severe covid 19 a prospective cohort study
topic post-COVID-19 conditions
long COVID
persistent COVID
SARS-CoV-2
Mexico
url https://www.frontiersin.org/articles/10.3389/fmed.2023.1236702/full
work_keys_str_mv AT isaacnunez longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT isaacnunez longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joshuagillard longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joshuagillard longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joshuagillard longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joshuagillard longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT sergiofragososaavedra longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT sergiofragososaavedra longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT sergiofragososaavedra longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT dorienfeyaerts longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT leonislasweinstein longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT angelagallegosguzman longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT urielvalentegarcia longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT justinmeyerowitz longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT jdanielkelly longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT jdanielkelly longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT jdanielkelly longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT hanchen longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT edwardganio longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT alexanderbenkendorff longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT jaimefloresgouyonnet longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT pedrodammannbeltran longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT josefranciscoherediagonzalez longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT gabrielaarangelgutierrez longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT catherineablish longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT catherineablish longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT catherineablish longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT catherineablish longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT karicnadeau longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT karicnadeau longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT karicnadeau longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT karicnadeau longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT garrynolan longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joseccrispin longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT joseccrispin longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT davidrmcilwain longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT bricegaudilliere longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT sergioivaldesferrer longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy
AT sergioivaldesferrer longitudinalclinicalphenotypingofpostcovidconditioninmexicanadultsrecoveringfromseverecovid19aprospectivecohortstudy