# Ferroptosis-related lncRNAs as prognostic biomarkers in renal cell carcinoma: a systematic review and meta-analysis

**Authors:** Jia-Feng Lin, Zhi-Huang Wu, Min-Jie Zhang, Jian-Bin Luo, Guo-Qiang Chen

PMC · DOI: 10.3389/fonc.2025.1579013 · Frontiers in Oncology · 2025-05-23

## TL;DR

This study finds that ferroptosis-related lncRNAs are linked to the prognosis of kidney cancer patients and could serve as new biomarkers for predicting outcomes.

## Contribution

The study identifies ferroptosis-related lncRNAs as novel prognostic biomarkers for renal cell carcinoma through a meta-analysis.

## Key findings

- FRLs are significantly associated with patient age, risk score, tumor grade, and tumor stage in RCC.
- FRLs show significant correlation with N-stage and M-stage but not T-stage in RCC patients.
- Abnormal FRL expression is linked to prognosis and could serve as a high-accuracy tumor marker for RCC.

## Abstract

Abundant evidences have indicated that long non-coding RNAs (lncRNAs) can be used to evaluate the prognosis of patients with renal cell carcinoma (RCC), and the purpose of this study was to evaluate the association between ferroptosis-related lncRNAs (FRLs) and the prognosis of patients with RCC by means of a meta-analysis.

All studies assessing the prognosis of patients with FRLs and RCC were collected up to 31 October 2024 by searching databases such as PubMed, Web of Science, Embase, Scopus and Cochrane Library. Pooled analyses were performed on the collected data, including metrics such as gender, age, risk score, tumor stage, and tumor grade. Hazard ratio (HR) and 95% confidence intervals (CI) were employed to assess the outcome metrics. To evaluate the heterogeneity among studies, the I² statistic and Q test were utilized. P < 0.05 was regarded as statistically significant. All data analyses were conducted by Stata 17.0 software and Review Manager 5.4.1.

19 literatures involving 5974 RCC patients were included in this study. The meta-analysis outcomes indicate that there was no significant correlation between FRLs and the gender of RCC patients (HR = 0.93, 95% CI = 0.85 - 1.03, P = 0.17). However, FRLs were associated with patient age (HR = 1.03, 95% CI = 1.03 - 1.04, P < 0.00001), risk score (HR = 1.05, 95% CI = 1.03 - 1.06, P < 0.00001), tumor grade (HR = 1.46, 95% CI = 1.28 - 1.67, P < 0.00001) and tumor stage (HR = 1.85, 95% CI = 1.68-2.03, P < 0.00001) were significantly correlated. In tumor staging, FRLs were significantly correlated with N-stage (HR = 1.51, 95% CI = 1.10 - 2.08, P = 0.01) and M-stage (HR = 1.80, 95% CI = 1.21 - 2.68, P = 0.004) in patients with RCC, but not significantly correlated with T-stage in patients (HR = 1.34, 95% CI = 0.86 - 2.09, P = 0.19).

The findings of this study indicate that the abnormal expression of FRLs in RCC is obviously associated with the prognosis of patients, and that FRLs can be used as a new tumor marker to predict the prognosis of RCC patients with high accuracy.

https://www.crd.york.ac.uk/PROSPERO/view/CRD42024610803, identifier CRD42024610803.

## Linked entities

- **Diseases:** renal cell carcinoma (MONDO:0005086)

## Full-text entities

- **Diseases:** RCC (MESH:D002292), tumor (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

14 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12141022/full.md

## References

36 references — full list in the complete paper: https://tomesphere.com/paper/PMC12141022/full.md

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Source: https://tomesphere.com/paper/PMC12141022