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Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies

OBJECTIVES: We aimed to use setting-appropriate comparisons to estimate the effects of different gastrointestinal (GI) prophylaxis pharmacotherapies for patients hospitalized with COVID-19 and setting-inappropriate comparisons to illustrate how improper design choices could result in biased results....

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Autores principales: Lin, Kueiyu Joshua, Feldman, William B., Wang, Shirley V., Pramod Umarje, Siddhi, D'Andrea, Elvira, Tesfaye, Helen, Zabotka, Luke E., Liu, Jun, Desai, Rishi J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296251/
https://www.ncbi.nlm.nih.gov/pubmed/35868493
http://dx.doi.org/10.1016/j.jclinepi.2022.07.009
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author Lin, Kueiyu Joshua
Feldman, William B.
Wang, Shirley V.
Pramod Umarje, Siddhi
D'Andrea, Elvira
Tesfaye, Helen
Zabotka, Luke E.
Liu, Jun
Desai, Rishi J.
author_facet Lin, Kueiyu Joshua
Feldman, William B.
Wang, Shirley V.
Pramod Umarje, Siddhi
D'Andrea, Elvira
Tesfaye, Helen
Zabotka, Luke E.
Liu, Jun
Desai, Rishi J.
author_sort Lin, Kueiyu Joshua
collection PubMed
description OBJECTIVES: We aimed to use setting-appropriate comparisons to estimate the effects of different gastrointestinal (GI) prophylaxis pharmacotherapies for patients hospitalized with COVID-19 and setting-inappropriate comparisons to illustrate how improper design choices could result in biased results. STUDY DESIGN AND SETTING: We identified 3,804 hospitalized patients aged ≥ 18 years with COVID-19 from March to November 2020. We compared the effects of different gastroprotective agents on clinical improvement of COVID-19, as measured by a published severity scale. We used propensity score–based fine-stratification for confounding adjustment. Based on guidelines, we prespecified comparisons between agents with clinical equipoise and inappropriate comparisons of users vs. nonusers of GI prophylaxis in the intensive care unit (ICU). RESULTS: No benefit was detected when comparing oral famotidine to omeprazole in patients treated in the general ward or ICUs. We also found no associations when comparing intravenous famotidine to intravenous pantoprazole. For inappropriate comparisons of users vs. nonusers in the ICU, the probability of improvement was reduced by 32%–45% in famotidine users and 21%–48% in omeprazole or pantoprazole users. CONCLUSION: We found no evidence that GI prophylaxis improved outcomes for patients hospitalized with COVID-19 in setting-appropriate comparisons. An improper comparator choice can lead to spurious associations in critically ill patients.
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spelling pubmed-92962512022-07-20 Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies Lin, Kueiyu Joshua Feldman, William B. Wang, Shirley V. Pramod Umarje, Siddhi D'Andrea, Elvira Tesfaye, Helen Zabotka, Luke E. Liu, Jun Desai, Rishi J. J Clin Epidemiol Covid-19 Series OBJECTIVES: We aimed to use setting-appropriate comparisons to estimate the effects of different gastrointestinal (GI) prophylaxis pharmacotherapies for patients hospitalized with COVID-19 and setting-inappropriate comparisons to illustrate how improper design choices could result in biased results. STUDY DESIGN AND SETTING: We identified 3,804 hospitalized patients aged ≥ 18 years with COVID-19 from March to November 2020. We compared the effects of different gastroprotective agents on clinical improvement of COVID-19, as measured by a published severity scale. We used propensity score–based fine-stratification for confounding adjustment. Based on guidelines, we prespecified comparisons between agents with clinical equipoise and inappropriate comparisons of users vs. nonusers of GI prophylaxis in the intensive care unit (ICU). RESULTS: No benefit was detected when comparing oral famotidine to omeprazole in patients treated in the general ward or ICUs. We also found no associations when comparing intravenous famotidine to intravenous pantoprazole. For inappropriate comparisons of users vs. nonusers in the ICU, the probability of improvement was reduced by 32%–45% in famotidine users and 21%–48% in omeprazole or pantoprazole users. CONCLUSION: We found no evidence that GI prophylaxis improved outcomes for patients hospitalized with COVID-19 in setting-appropriate comparisons. An improper comparator choice can lead to spurious associations in critically ill patients. Elsevier Inc. 2022-11 2022-07-20 /pmc/articles/PMC9296251/ /pubmed/35868493 http://dx.doi.org/10.1016/j.jclinepi.2022.07.009 Text en © 2022 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Covid-19 Series
Lin, Kueiyu Joshua
Feldman, William B.
Wang, Shirley V.
Pramod Umarje, Siddhi
D'Andrea, Elvira
Tesfaye, Helen
Zabotka, Luke E.
Liu, Jun
Desai, Rishi J.
Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title_full Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title_fullStr Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title_full_unstemmed Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title_short Gastrointestinal prophylaxis for COVID-19: an illustration of severe bias arising from inappropriate comparators in observational studies
title_sort gastrointestinal prophylaxis for covid-19: an illustration of severe bias arising from inappropriate comparators in observational studies
topic Covid-19 Series
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296251/
https://www.ncbi.nlm.nih.gov/pubmed/35868493
http://dx.doi.org/10.1016/j.jclinepi.2022.07.009
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