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Fragility Index in Cardiovascular Randomized Controlled Trials.

Publication ,  Journal Article
Khan, MS; Ochani, RK; Shaikh, A; Usman, MS; Yamani, N; Khan, SU; Murad, MH; Mandrola, J; Doukky, R; Krasuski, RA
Published in: Circ Cardiovasc Qual Outcomes
December 2019

BACKGROUND: Efficacy of an intervention is commonly evaluated using P values, in addition to effect size measures such as absolute risk reduction, relative risk reduction, and numbers needed to treat. However, these measures are not always intuitive to clinicians. The fragility index (FI) is a more intuitive number that can facilitate interpretation but can only be used with binary outcomes. FI is the minimum number of patients who must be moved from the nonevent group to the event group to turn a significant result nonsignificant. In this retrospective analysis, we assessed the robustness of cardiovascular randomized controlled trials (RCTs), which report a positive (statistically significant) primary outcome by using the FI. METHODS AND RESULTS: We searched Medline from 2007 to 2017 to identify cardiovascular RCTs published in 6 high impact journals (The Lancet, New England Journal of Medicine, Journal of the American Medical Association, Circulation, Journal of the American College of Cardiology and European Heart Journal). Only RCTs with sample sizes >500 and a 2-by-2 factorial design or dichotomous primary outcomes were selected. FI was calculated using a defined approach. Among the cohort of 123 RCTs that met inclusion criteria, median FI was 13 (interquartile range, 5-26). In 28 trials (22.8%), FI ranged between 1 and 4. In 37 trials (30.1%), number of patients lost to follow-up was higher than the FI. Pharmaceutical interventions had higher FI compared with other interventions, FI=19 (7-52; P=0.002). Median FI varied according to subspecialty (electrophysiology=2; heart failure=11; interventional cardiology=8; P=0.020) and multiregional RCTs had higher FI=22 (12-53.25; P=0.023). FI did not differ based on risk of bias indicators, funding, or publication year. CONCLUSIONS: Considerable variations in FI were observed among cardiovascular trials, suggesting the need for careful interpretation of results, particularly when number of patients lost to follow-up exceeds FI.

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Published In

Circ Cardiovasc Qual Outcomes

DOI

EISSN

1941-7705

Publication Date

December 2019

Volume

12

Issue

12

Start / End Page

e005755

Location

United States

Related Subject Headings

  • Treatment Outcome
  • Sample Size
  • Research Design
  • Randomized Controlled Trials as Topic
  • Predictive Value of Tests
  • Models, Statistical
  • Lost to Follow-Up
  • Humans
  • Data Interpretation, Statistical
  • Cardiovascular System & Hematology
 

Citation

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Khan, M. S., Ochani, R. K., Shaikh, A., Usman, M. S., Yamani, N., Khan, S. U., … Krasuski, R. A. (2019). Fragility Index in Cardiovascular Randomized Controlled Trials. Circ Cardiovasc Qual Outcomes, 12(12), e005755. https://doi.org/10.1161/CIRCOUTCOMES.119.005755
Khan, Muhammad Shahzeb, Rohan Kumar Ochani, Asim Shaikh, Muhammad Shariq Usman, Naser Yamani, Safi U. Khan, M Hassan Murad, John Mandrola, Rami Doukky, and Richard A. Krasuski. “Fragility Index in Cardiovascular Randomized Controlled Trials.Circ Cardiovasc Qual Outcomes 12, no. 12 (December 2019): e005755. https://doi.org/10.1161/CIRCOUTCOMES.119.005755.
Khan MS, Ochani RK, Shaikh A, Usman MS, Yamani N, Khan SU, et al. Fragility Index in Cardiovascular Randomized Controlled Trials. Circ Cardiovasc Qual Outcomes. 2019 Dec;12(12):e005755.
Khan, Muhammad Shahzeb, et al. “Fragility Index in Cardiovascular Randomized Controlled Trials.Circ Cardiovasc Qual Outcomes, vol. 12, no. 12, Dec. 2019, p. e005755. Pubmed, doi:10.1161/CIRCOUTCOMES.119.005755.
Khan MS, Ochani RK, Shaikh A, Usman MS, Yamani N, Khan SU, Murad MH, Mandrola J, Doukky R, Krasuski RA. Fragility Index in Cardiovascular Randomized Controlled Trials. Circ Cardiovasc Qual Outcomes. 2019 Dec;12(12):e005755.

Published In

Circ Cardiovasc Qual Outcomes

DOI

EISSN

1941-7705

Publication Date

December 2019

Volume

12

Issue

12

Start / End Page

e005755

Location

United States

Related Subject Headings

  • Treatment Outcome
  • Sample Size
  • Research Design
  • Randomized Controlled Trials as Topic
  • Predictive Value of Tests
  • Models, Statistical
  • Lost to Follow-Up
  • Humans
  • Data Interpretation, Statistical
  • Cardiovascular System & Hematology