The Fragility Index in a Cohort of HIV/AIDS Randomized Controlled Trials

Research output: Contribution to journalArticle

Abstract

HIV/AIDS is associated with significant morbidity, mortality, and financial burden. For these reasons, robust clinical evidence is critical. We aim to investigate the fragility index, fragility quotient, and risk of bias of clinical trial endpoints in HIV medicine. The fragility index represents the minimum amount of trial endpoint “nonevents” changed to “events” in one trial arm required to nullify statistical significance. The fragility quotient contextualized the fragility index by dividing the index by the total trial sample size. We selected eligible trials from the Department of Health and Human Services guideline for the use of antiretroviral agents in HIV-1-infected adults and adolescents. We calculated the fragility index and fragility quotient for all included trials. The Cochrane “risk of bias” Tool 2.0 was used to evaluate the likelihood and sources of bias in the included trials. Thirty-nine RCTs were included for our analysis of fragility. Thirty-six were included for our analysis of the risk of bias. The median fragility index was 5. Three RCTs were at high risk of bias, all due to the selection of the endpoint or statistical test. Twenty had some concerns for risk of bias. The analyzed HIV medicine RCT endpoints were fragile, overall. This indicates that a median of 5 patients across all included studies would nullify the statistical significance of the endpoints. Furthermore, we found evidence that concerns for bias are present at a high rate.

Original languageEnglish
Pages (from-to)1236-1243
Number of pages8
JournalJournal of General Internal Medicine
Volume34
Issue number7
DOIs
StatePublished - 15 Jul 2019

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Acquired Immunodeficiency Syndrome
Randomized Controlled Trials
HIV
Medicine
United States Dept. of Health and Human Services
Anti-Retroviral Agents
Sample Size
HIV-1
Clinical Trials
Guidelines
Morbidity
Mortality

Keywords

  • HIV
  • acquired immunodeficiency syndrome
  • fragility index
  • fragility quotient
  • randomized controlled trials

Cite this

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abstract = "HIV/AIDS is associated with significant morbidity, mortality, and financial burden. For these reasons, robust clinical evidence is critical. We aim to investigate the fragility index, fragility quotient, and risk of bias of clinical trial endpoints in HIV medicine. The fragility index represents the minimum amount of trial endpoint “nonevents” changed to “events” in one trial arm required to nullify statistical significance. The fragility quotient contextualized the fragility index by dividing the index by the total trial sample size. We selected eligible trials from the Department of Health and Human Services guideline for the use of antiretroviral agents in HIV-1-infected adults and adolescents. We calculated the fragility index and fragility quotient for all included trials. The Cochrane “risk of bias” Tool 2.0 was used to evaluate the likelihood and sources of bias in the included trials. Thirty-nine RCTs were included for our analysis of fragility. Thirty-six were included for our analysis of the risk of bias. The median fragility index was 5. Three RCTs were at high risk of bias, all due to the selection of the endpoint or statistical test. Twenty had some concerns for risk of bias. The analyzed HIV medicine RCT endpoints were fragile, overall. This indicates that a median of 5 patients across all included studies would nullify the statistical significance of the endpoints. Furthermore, we found evidence that concerns for bias are present at a high rate.",
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The Fragility Index in a Cohort of HIV/AIDS Randomized Controlled Trials. / Wayant, Cole; Meyer, Chase; Gupton, Rebecca; Som, Mousumi; Baker, Damon; Vassar, Matt.

In: Journal of General Internal Medicine, Vol. 34, No. 7, 15.07.2019, p. 1236-1243.

Research output: Contribution to journalArticle

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