Cargando…
Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study
BACKGROUND: Post-acute sequelae of COVID-19 (PASC) includes a heterogeneous group of patients with variable symptomatology, who may respond to different therapeutic interventions. Identifying phenotypes of PASC and therapeutic strategies for different subgroups would be a major step forward in manag...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521913/ https://www.ncbi.nlm.nih.gov/pubmed/36174032 http://dx.doi.org/10.1371/journal.pone.0275274 |
_version_ | 1784799948089327616 |
---|---|
author | Frontera, Jennifer A. Thorpe, Lorna E. Simon, Naomi M. de Havenon, Adam Yaghi, Shadi Sabadia, Sakinah B. Yang, Dixon Lewis, Ariane Melmed, Kara Balcer, Laura J. Wisniewski, Thomas Galetta, Steven L. |
author_facet | Frontera, Jennifer A. Thorpe, Lorna E. Simon, Naomi M. de Havenon, Adam Yaghi, Shadi Sabadia, Sakinah B. Yang, Dixon Lewis, Ariane Melmed, Kara Balcer, Laura J. Wisniewski, Thomas Galetta, Steven L. |
author_sort | Frontera, Jennifer A. |
collection | PubMed |
description | BACKGROUND: Post-acute sequelae of COVID-19 (PASC) includes a heterogeneous group of patients with variable symptomatology, who may respond to different therapeutic interventions. Identifying phenotypes of PASC and therapeutic strategies for different subgroups would be a major step forward in management. METHODS: In a prospective cohort study of patients hospitalized with COVID-19, 12-month symptoms and quantitative outcome metrics were collected. Unsupervised hierarchical cluster analyses were performed to identify patients with: (1) similar symptoms lasting ≥4 weeks after acute SARS-CoV-2 infection, and (2) similar therapeutic interventions. Logistic regression analyses were used to evaluate the association of these symptom and therapy clusters with quantitative 12-month outcome metrics (modified Rankin Scale, Barthel Index, NIH NeuroQoL). RESULTS: Among 242 patients, 122 (50%) reported ≥1 PASC symptom (median 3, IQR 1–5) lasting a median of 12-months (range 1–15) post-COVID diagnosis. Cluster analysis generated three symptom groups: Cluster1 had few symptoms (most commonly headache); Cluster2 had many symptoms including high levels of anxiety and depression; and Cluster3 primarily included shortness of breath, headache and cognitive symptoms. Cluster1 received few therapeutic interventions (OR 2.6, 95% CI 1.1–5.9), Cluster2 received several interventions, including antidepressants, anti-anxiety medications and psychological therapy (OR 15.7, 95% CI 4.1–59.7) and Cluster3 primarily received physical and occupational therapy (OR 3.1, 95%CI 1.3–7.1). The most severely affected patients (Symptom Cluster 2) had higher rates of disability (worse modified Rankin scores), worse NeuroQoL measures of anxiety, depression, fatigue and sleep disorder, and a higher number of stressors (all P<0.05). 100% of those who received a treatment strategy that included psychiatric therapies reported symptom improvement, compared to 97% who received primarily physical/occupational therapy, and 83% who received few interventions (P = 0.042). CONCLUSIONS: We identified three clinically relevant PASC symptom-based phenotypes, which received different therapeutic interventions with varying response rates. These data may be helpful in tailoring individual treatment programs. |
format | Online Article Text |
id | pubmed-9521913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-95219132022-09-30 Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study Frontera, Jennifer A. Thorpe, Lorna E. Simon, Naomi M. de Havenon, Adam Yaghi, Shadi Sabadia, Sakinah B. Yang, Dixon Lewis, Ariane Melmed, Kara Balcer, Laura J. Wisniewski, Thomas Galetta, Steven L. PLoS One Research Article BACKGROUND: Post-acute sequelae of COVID-19 (PASC) includes a heterogeneous group of patients with variable symptomatology, who may respond to different therapeutic interventions. Identifying phenotypes of PASC and therapeutic strategies for different subgroups would be a major step forward in management. METHODS: In a prospective cohort study of patients hospitalized with COVID-19, 12-month symptoms and quantitative outcome metrics were collected. Unsupervised hierarchical cluster analyses were performed to identify patients with: (1) similar symptoms lasting ≥4 weeks after acute SARS-CoV-2 infection, and (2) similar therapeutic interventions. Logistic regression analyses were used to evaluate the association of these symptom and therapy clusters with quantitative 12-month outcome metrics (modified Rankin Scale, Barthel Index, NIH NeuroQoL). RESULTS: Among 242 patients, 122 (50%) reported ≥1 PASC symptom (median 3, IQR 1–5) lasting a median of 12-months (range 1–15) post-COVID diagnosis. Cluster analysis generated three symptom groups: Cluster1 had few symptoms (most commonly headache); Cluster2 had many symptoms including high levels of anxiety and depression; and Cluster3 primarily included shortness of breath, headache and cognitive symptoms. Cluster1 received few therapeutic interventions (OR 2.6, 95% CI 1.1–5.9), Cluster2 received several interventions, including antidepressants, anti-anxiety medications and psychological therapy (OR 15.7, 95% CI 4.1–59.7) and Cluster3 primarily received physical and occupational therapy (OR 3.1, 95%CI 1.3–7.1). The most severely affected patients (Symptom Cluster 2) had higher rates of disability (worse modified Rankin scores), worse NeuroQoL measures of anxiety, depression, fatigue and sleep disorder, and a higher number of stressors (all P<0.05). 100% of those who received a treatment strategy that included psychiatric therapies reported symptom improvement, compared to 97% who received primarily physical/occupational therapy, and 83% who received few interventions (P = 0.042). CONCLUSIONS: We identified three clinically relevant PASC symptom-based phenotypes, which received different therapeutic interventions with varying response rates. These data may be helpful in tailoring individual treatment programs. Public Library of Science 2022-09-29 /pmc/articles/PMC9521913/ /pubmed/36174032 http://dx.doi.org/10.1371/journal.pone.0275274 Text en © 2022 Frontera et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Frontera, Jennifer A. Thorpe, Lorna E. Simon, Naomi M. de Havenon, Adam Yaghi, Shadi Sabadia, Sakinah B. Yang, Dixon Lewis, Ariane Melmed, Kara Balcer, Laura J. Wisniewski, Thomas Galetta, Steven L. Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title | Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title_full | Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title_fullStr | Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title_full_unstemmed | Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title_short | Post-acute sequelae of COVID-19 symptom phenotypes and therapeutic strategies: A prospective, observational study |
title_sort | post-acute sequelae of covid-19 symptom phenotypes and therapeutic strategies: a prospective, observational study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9521913/ https://www.ncbi.nlm.nih.gov/pubmed/36174032 http://dx.doi.org/10.1371/journal.pone.0275274 |
work_keys_str_mv | AT fronterajennifera postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT thorpelornae postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT simonnaomim postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT dehavenonadam postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT yaghishadi postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT sabadiasakinahb postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT yangdixon postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT lewisariane postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT melmedkara postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT balcerlauraj postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT wisniewskithomas postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy AT galettastevenl postacutesequelaeofcovid19symptomphenotypesandtherapeuticstrategiesaprospectiveobservationalstudy |