# A novel indicator for predicting functional recovery in elderly hip fracture patients

**Authors:** Weicheng Wu, Zhening Guo, Peiyao Zhu, Bo Lv, Yongtao Mao, Chang She, Wei Xu, Jun Gu, Jie Pan, Liubing Li

PMC · DOI: 10.3389/fmed.2025.1538038 · Frontiers in Medicine · 2025-03-13

## TL;DR

This study introduces a new blood-based indicator to predict recovery after hip surgery in elderly patients.

## Contribution

The lymphocyte ratio-calcium index (LRCa3) is proposed as a novel predictor of functional recovery in elderly hip fracture patients.

## Key findings

- LRCa3 outperformed existing inflammatory indices in predicting one-year functional recovery.
- LRCa3 was identified as an independent predictor of recovery outcomes.
- A nomogram incorporating LRCa3 improved the accuracy of recovery predictions.

## Abstract

The inflammatory response following hip fracture significantly influences postoperative functional recovery in patients. However, to date, no inflammatory index has been identified as a reliable and accurate predictor of functional recovery, especially in elderly patients with hip fractures. This study introduces and evaluates a novel inflammatory marker, the lymphocyte ratio-calcium index (LRCa3), for predicting one-year postoperative functional recovery and compares its performance to that of established markers, including the platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), systemic immune-inflammation index (SII), aggregate index of systemic inflammation (AISI), and systemic inflammation response index (SIRI).

A retrospective analysis was conducted on 111 elderly patients (≥65 years) who underwent hip fracture surgery, and their demographic and laboratory data were analyzed. Patients were classified into good or poor recovery groups based on the Harris hip score (HHS) 1 year postoperatively. LRCa3 was calculated as the lymphocyte ratio multiplied by the cube of the serum calcium level. Logistic regression and receiver operating characteristic (ROC) curve analyses were performed to assess the predictive performance of the LRCa3 and other inflammatory indices. A nomogram prediction model was constructed.

ROC curve analysis revealed that, compared with the SII (AUC: 0.601), the SIRI (AUC: 0.61), the AISI (AUC: 0.577), and the MLR (AUC: 0.626) had superior predictive performance. Multivariate logistic regression revealed that the LRCa3 was an independent predictor of one-year functional recovery. The incorporation of LRCa3 into a nomogram further enhanced its predictive capacity, providing a more accurate tool for postoperative outcome assessment.

LRCa3 is a novel and effective biomarker for predicting postoperative functional recovery in elderly hip fracture patients. Its integration into clinical practice could facilitate individualized patient management and improve long-term outcomes.

## Linked entities

- **Diseases:** hip fracture (MONDO:0005327)

## Full-text entities

- **Diseases:** hip fracture (MESH:D006620), inflammation (MESH:D007249)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11966028/full.md

## References

30 references — full list in the complete paper: https://tomesphere.com/paper/PMC11966028/full.md

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Source: https://tomesphere.com/paper/PMC11966028