# Evaluating the fragility and robustness of randomized controlled trials in proximal humerus fracture management

**Authors:** Matthew T. McKinley, Aghdas Movassaghi, Chase Burzynski, Lana Smith, Guoli Zhou, Justin T. Childers, Jocelyn Lubert, Garrett R. Jackson, Vani J. Sabesan

PMC · DOI: 10.1016/j.jseint.2025.09.002 · JSES International · 2025-09-17

## TL;DR

This study shows that results from clinical trials on treating proximal humerus fractures are fragile and could change with minor data adjustments.

## Contribution

The paper introduces fragility and continuous fragility indices to assess the robustness of PHF treatment trial outcomes.

## Key findings

- The median fragility index (FI) was 1, meaning a single patient reversal could change results.
- The median continuous fragility index (CFI) was 4, indicating small changes in outcomes could nullify significance.
- P values remained significant predictors of fragility after adjustment.

## Abstract

Despite multiple surgical techniques for proximal humerus fractures (PHFs), no method has demonstrated superiority, and randomized controlled trials (RCTs) on PHF treatments have yielded conflicting results. The purpose of this study is to analyze the fragility indices for treatment of PHF by calculating fragility index (FI) and continuous fragility index (CFI) for PHF trials outcomes.

A systematic review was conducted following Preferred Reporting Items for Systematic Reviews and Meta-Analyses to evaluate PHF RCTs. RCTs reporting at least one statistically significant dichotomous outcome published between 2000 and 2024 were included. The FI and CFI for continuous outcomes were calculated for each trial.

Seventeen RCTs were included in FI analysis. The FI was 1 across 21 outcomes, meaning it would take 1 patient reversal to alter significance (FI: 1, interquartile range 0-2.5). Ten RCTs were included in the CFI analysis, which had a median of 4, indicating that across these 10 RCTs, changing 4 points on patient outcomes could nullify statistical significance (CFI: 4, interquartile range 0-8.0). After adjustment, the reported P value remained an independent predictor of fragility, with an effect size of β = −166.7 (standard error = 51.6, P = .0103) for CFI.

The observed median FI and CFI suggest significant findings of PHF RCTs could be modified with a single patient switching groups or patient-reported outcomes by changing just 4 points. Surgeons need to be skeptical of the results and conclusions drawn from high-level studies and consider the fragility and significant loss of follow-up impacting conclusions.

## Full-text entities

- **Genes:** CFI (complement factor I) [NCBI Gene 3426] {aka AHUS3, ARMD13, C3BINA, C3b-INA, FI, IF}
- **Diseases:** PHFs (MESH:D006810), Disabilities (MESH:D009069), FI (MESH:D005600), anterior shoulder instability (MESH:D000070599)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12925922/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC12925922/full.md

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Source: https://tomesphere.com/paper/PMC12925922