Literature DB >> 31851082

Fragility index: how fragile is the data that support the American College of Gastroenterology guidelines for the management of Crohn's disease?

Muhammad Majeed1, Rohit Agrawal1, Bashar M Attar2, Shaheera Kamal3, Palak Patel4, Yazan Abu Omar1, Melchor Demetria2, Priyanka Agrawal5, Seema Gandhi2.   

Abstract

Randomized controlled trials (RCTs) are the cornerstone of evidence-based medicine. However, recent literature has drawn attention to the limitations of using P-value to report statistical significance of outcomes in the clinical trials. We performed this analysis to analyze the strength of the data that supported the American College of Gastroenterology (ACG) guidelines for 'Management of Crohn's disease in adults' using fragility index (FI). We screened all the RCTs referenced in the 2018 ACG guidelines 'Management of Crohn's disease in adults'. We calculated the FI and the fragility quotient (FQ) and its correlation with P-value. Data were also collected on the patients lost to follow up, year of publication, sample size, number needed to treat (NNT), science citation index (SCI), presence of blinding and the number of centers in these studies. Of the 91 RCTs cited in this guideline, 32 RCTs met the inclusion criteria. The median values for FI for 32 trials were 3 [interquartile range (IQR) 2-6], FQ 0.026 (IQR 0.012-0.413), P-value 0.010 (IQR 0.001-0.03), lost to follow up 17 (IQR 10-39.5) and sample size 133 (IQR 74.5-281.5). There was statistically significant correlation between FI and P-value (rs -0.86, P <0.001) and sample size (rs 0.56, P = 0.002). There was no correlation found with number lost to follow up, NNT, SCI, year of publication, blinding and number of centers. The majority of the RCTs conducted in the field of Crohn's disease rely on small number of superior events for statistical significance, thus rendering the validity of their conclusion questionable. At least 18 out of 60 ACG recommendations are based on RCTs in which, number of patients lost to follow up exceeds FI, thus making reported outcomes of the trial weak. We suggest that FI and FQ should be included in clinical trials to better understand if the data are meaningful, beyond a P-value.

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Year:  2020        PMID: 31851082     DOI: 10.1097/MEG.0000000000001635

Source DB:  PubMed          Journal:  Eur J Gastroenterol Hepatol        ISSN: 0954-691X            Impact factor:   2.566


  4 in total

1.  Frequent fragility of randomized controlled trials for HCC treatment.

Authors:  Hao Zhang; Jingtao Li; Wenting Zeng
Journal:  BMC Cancer       Date:  2021-04-09       Impact factor: 4.430

2.  The Fragility Index for Assessing the Robustness of the Statistically Significant Results of Experimental Clinical Studies.

Authors:  Adrienne K Ho
Journal:  J Gen Intern Med       Date:  2021-08-06       Impact factor: 5.128

3.  How Robust are the Evidences that Formulate Surviving Sepsis Guidelines? An Analysis of Fragility and Reverse Fragility of Randomized Controlled Trials that were Referred in these Guidelines.

Authors:  Nang S Choupoo; Saurabh K Das; Priyam Saikia; Samarjit Dey; Sumit Ray
Journal:  Indian J Crit Care Med       Date:  2021-07

4.  How fragile are Mediterranean diet interventions? A research-on-research study of randomised controlled trials.

Authors:  Meletios P Nigdelis; Xenophon Theodoridis; Maria G Grammatikopoulou; Konstantinos Gkiouras; Antigoni Tranidou; Theodora Papamitsou; Dimitrios P Bogdanos; Dimitrios G Goulis
Journal:  BMJ Nutr Prev Health       Date:  2021-03-09
  4 in total

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