ArticleJAMA network open2020
Survival-Inferred Fragility Index of Phase 3 Clinical Trials Evaluating Immune Checkpoint Inhibitors.
Article in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Predictors of Increased Fragility Index Scores in Surgical Randomized Controlled Trials: An Umbrella Review.World journal of surgery · 2023Pooled it
- Survival outcomes of population-wide colonoscopy screening: reanalysis of the NordICC data.BMC gastroenterology · 2024Trial
- An alternative method for assessing the fragility of survival analysis results: a proof-of-concept study based on the log-rank test.American journal of epidemiology · 2026Article
- Fragility of Evidence for the Efficacy of Anti-Fracture Medications.The Journal of clinical endocrinology and metabolism · 2025Article
- Fragility Index analysis for robustness of evidence in Randomized Controlled Trials in National Comprehensive Cancer Network (NCCN) guidelines for rectal cancer.International journal of cancer · 2025Article
- Survival-inferred fragility of statistical significance in phase III oncology trials.NPJ precision oncology · 2025Article
- Neoadjuvant triple-modality therapy with immune checkpoint blockade, anti-angiogenesis, and chemotherapy enhances pathologic response and survival in locally advanced and metastatic colorectal cancer: a multicenter cohort study.International journal of colorectal disease · 2025Article
- Statistical Fragility of Findings From Randomized Phase 3 Trials in Pediatric Oncology.Cancer medicine · 2024Article
- Robustness Assessment of Oncology Dose-Finding Trials Using the Modified Fragility Index.Cancers · 2024Article
- Proportional Hazards Violations in Phase III Cancer Clinical Trials: A Potential Source of Trial Misinterpretation.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Article
- Association of differential censoring with survival and suboptimal control arms among oncology clinical trials.Journal of the National Cancer Institute · 2024Article
- Assessing the effect of metastasis-directed therapy in oligometastatic disease using the restricted mean survival time.British journal of cancer · 2024Article
- Online haemodiafiltration and all-cause mortality: how fragile are the results of the studies published so far?Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2024Article
- The Fragility of Landmark Randomized Controlled Trials in the Plastic Surgery Literature.Plastic and reconstructive surgery. Global open · 2024Article
- Comment on: The fragility index of randomized controlled trials in pediatric anesthesiology.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2024Article
- Projecting complete redaction of clinical trial protocols (RAPTURE): redacted cross sectional study.BMJ (Clinical research ed.) · 2023Article
- Fragility index of positive phase II and III randomised clinical trials of treatments for hepatocellular carcinoma (2002-2022).JHEP reports : innovation in hepatology · 2023Article
- Assessing the robustness of results from clinical trials and meta-analyses with the fragility index.American journal of obstetrics and gynecology · 2023Review
- Analysis of new treatments proposed for malignant pleural mesothelioma raises concerns about the conduction of clinical trials in oncology.Journal of translational medicine · 2022Article
- Systemic review of the robustness of randomized controlled trials for the treatment of cholangiocarcinoma in three domains: survival-inferred fragility index, restricted mean survival time, and the spin effect.Hepatobiliary surgery and nutrition · 2022Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: In science and medical research, extreme and dichotomous conclusions may be drawn based on whether the P value falls above or below the threshold. The fragility index (ie, the minimum number of changes from nonevents to events resulting in loss of statistical significance) captures the vulnerability of statistics in trials with binary outcomes. There are a growing number of clinical trials of immune checkpoint inhibitors (ICIs), as well as expanding eligibility for patients to receive them. The robustness of survival outcomes in randomized clinical trials (RCTs) should be evaluated using the fragility index extended to time-to-event data. Objective: To calculate the fragility of survival data in RCTs evaluating ICIs. Design, Setting, and Participants: In this cross-sectional study, data on phase 3 prospective RCTs investigating ICIs included in PubMed from inception until January 1, 2020, were extracted. Two- or three-group studies reporting results for overall survival were eligible for the survival-inferred fragility index (SIFI) calculation, which is the minimum number of reassignments of the best survivors from the interventional group to the control group resulting in loss of significance (defined as P < .05 by log-rank test). For nonsignificant results, a negative SIFI was calculated by reversing the direction of reassignment (from the control group to the interventional group). Main Outcomes and Measures: Survival-inferred fragility index. Results: A total of 45 phase 3 prospective RCTs (4 of which had 3 groups, for a total of 49 groups) were identified, of which 6 (13%) investigated anti-cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) agents, 25 (56%) investigated anti-programmed cell death 1 (PD-1) agents, 12 (27%) investigated anti-programmed cell death 1 ligand 1 agents, and 3 (7%) investigated the combination of anti-CTLA-4 and anti-PD-1 agents. The median SIFI was 5 (interquartile range, -4 to 12) for the intention-to-treat analysis; for these trials, the SIFI was 1% or less of the total sample size in 17 of 49 populations (35%). In 25 of the 49 intention-to-treat populations (51%), the SIFI was less than the number of censored patients in the intervention group shortly after randomization (defined as <5% of the follow-up time). Conclusions and Relevance: This study suggests that many phase 3 RCTs evaluating ICI therapies have a low SIFI for overall survival, resulting in uncertainty regarding their potential clinical benefit. Although not a definitive solution for the problems arising from dichotomization, SIFI provides an additional means of assessing and communicating the strength of statistical conclusions.
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