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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...

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Autores principales: 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.
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
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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.
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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
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