ArticleFrontiers in surgery2026
Association between fibrinogen concentration and nonunion in fracture patients.
Article in Frontiers in surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Nonunion (non-osteogenic healing) remains a major challenge in fracture management, particularly due to its diagnostic complexity and unpredictable occurrence in clavicle and femoral fractures. This study aimed to investigate the potential association between plasma fibrinogen concentration and the incidence of nonunion in fracture patients, with the objective of identifying a potential biomarker for clinical prediction. Based on retrospective data from Shandong Provincial Hospital Affiliated to Shandong First Medical University (January 2010 to May 2019), we analyzed a cohort of 338 fracture cases, among which 23 (6.8%) developed nonunion. Fibrinogen concentration (AUC = 0.635, 95% CI 0.517-0.752) showed moderate discriminative capability for nonunion. Using smoothing curve fitting techniques and multivariable logistic regression models, the study systematically assessed the dose-response relationship between fibrinogen levels and the risk of nonunion risk, adjusting for confounding factors such as age, sex, injury mechanism, and ASA classification. The results indicated that for every 1 g/L increase in fibrinogen concentration, the risk of nonunion increased significantly by 48% [adjusted odds ratio [OR] = 1.48, 95% confidence interval [CI] not explicitly reported but implied statistical significance]. This association remained statistically significant even after controlling for traditional risk factors such as trauma severity and baseline patient status, suggesting that fibrinogen may influence bone healing through independent pathways. Smoothing curve fitting revealed a nonlinear, dose-dependent increase in nonunion risk with higher fibrinogen levels, potentially guiding the establishment of clinical threshold settings. The study found that elevated plasma fibrinogen levels are independently associated with an increased risk of nonunion, and routine monitoring of fibrinogen concentrations may serve as a promising adjunct tool for early identification of at-risk patients. Future research should focus on elucidating the underlying mechanisms-such as inflammation regulation and extracellular matrix deposition-and validating the predictive value of fibrinogen across different types of fractures to support the development of personalized treatment strategies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.