# Identification of High-Risk Individuals for Osteoporosis and Fragility Fractures in Cushing’s Syndrome: A Promising Predictive Approach

**Authors:** Enes Ucgul, Burak Menekse, Ogulcan Boz, Huseyin Demirci, Bekir Ucan, Erman Cakal, Takako Araki, Muhammed Kizilgul

PMC · DOI: 10.3390/jcm15062442 · Journal of Clinical Medicine · 2026-03-23

## TL;DR

A new scoring system called CORE helps identify Cushing’s syndrome patients at high risk for osteoporosis and fractures, enabling better personalized care.

## Contribution

Development of the CORE Score, a practical clinical tool for predicting osteoporosis and fracture risk in Cushing’s syndrome patients.

## Key findings

- Osteoporosis was present in 35.9% of Cushing’s syndrome patients, and fragility fractures in 13.4%.
- The CORE Score achieved strong diagnostic performance with an AUC of 0.827 for osteoporosis and 0.866 for fractures.
- Each one-point increase in the CORE Score increases fracture risk by 3.13 times.

## Abstract

Background: Cushing’s syndrome (CS) causes excessive cortisol exposure, leading to significant skeletal complications. However, there is no validated, CS-specific model to predict osteoporosis and fracture risk. This study aimed to identify independent predictors and develop a practical clinical scoring system. Methods: A retrospective study was conducted on 139 patients with CS diagnosed between 2014 and 2025. Demographic, clinical, and biochemical data were analyzed. Osteoporosis was defined using dual-energy X-Ray absorptiometry criteria. Logistic regression analyses identified independent predictors, and the Cushing-Related Osteoporosis Risk Estimation (CORE) Score was constructed from normalized beta coefficients of significant variables. Results: Osteoporosis was present in 35.9% and fragility fractures in 13.4% of patients. Independent predictors included age ≥ 51 years, symptom duration ≥ 13.5 months, diabetes mellitus, late-night salivary cortisol ≥ 0.42 μg/dL, and midnight serum cortisol ≥ 10.25 μg/dL (all p < 0.05). The CORE Score (0–6 points) showed strong diagnostic performance for osteoporosis (AUC 0.827; sensitivity 88%, specificity 72%) and fractures (AUC 0.866; sensitivity 84%, specificity 78%). Each one-point increase in the CORE Score elevates the risk of osteoporotic fracture by 3.13 times (p < 0.001). Conclusions: The CORE Score represents a promising disease-specific tool for early identification of CS patients at increased risk of osteoporosis and fragility fractures, enabling more personalized management and follow-up strategies, such as prioritizing bone-protective interventions and closer skeletal monitoring. Early identification of high-risk individuals may also facilitate timely therapeutic interventions, potentially reducing future fracture risk.

## Linked entities

- **Diseases:** Cushing’s syndrome (MONDO:0018912), osteoporosis (MONDO:0005298), diabetes mellitus (MONDO:0005015)

## Full-text entities

- **Diseases:** osteoporotic fracture (MESH:D058866), CS (MESH:D003480), diabetes mellitus (MESH:D003920), Fragility Fractures (MESH:D005600), Osteoporosis (MESH:D010024), fracture (MESH:D050723)
- **Chemicals:** cortisol (MESH:D006854)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC13026733/full.md

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Source: https://tomesphere.com/paper/PMC13026733