# The association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and risk of prostate cancer: a retrospective study

**Authors:** Ke Bu, Jinru Wang, Xiaojie Zheng, Kaige Zhang, Duolao Wang, Hengqing An, Ning Tao

PMC · DOI: 10.7717/peerj.19065 · PeerJ · 2025-03-14

## TL;DR

This study found that a specific cholesterol ratio (NHHR) is linked to a lower risk of prostate cancer, suggesting it could help identify high-risk groups.

## Contribution

The study reveals a non-linear relationship between NHHR and prostate cancer risk, offering a novel biomarker for early detection.

## Key findings

- NHHR was negatively associated with prostate cancer risk after adjusting for covariates.
- A non-linear dose-response relationship was observed with a turning point at NHHR of 1.824.
- NHHR showed an AUC of 0.73 in predicting prostate cancer, indicating moderate diagnostic accuracy.

## Abstract

Prostate cancer is one of the most frequent malignancies in the world, with significant morbidity and death rates. Identifying novel biomarkers is critical to reducing morbidity and mortality from the illness today. Although lipids have been linked to an increased risk of prostate cancer, it is unclear if the non-high-density lipoprotein cholesterol (NHDL-C) to high-density lipoprotein cholesterol (HDL-C) ratio (NHHR) is related to prostate cancer. Therefore, we assessed the relationship between NHHR and prostate cancer risk.

This study comprised 1,718 individuals who attended the First Affiliated Hospital of Xinjiang Medical University between March 2020 and March 2024. A pathological examination of a prostate puncture biopsy was utilized to confirm the diagnosis of prostate cancer. The study collected information on participants’ clinical and laboratory examinations, used propensity score matching to eliminate potential confounders, and analyzed the relationship between NHHR and prostate cancer, using logistic regression models combined with restricted cubic spline (RCS) and receiver operating characteristic (ROC) curve. Furthermore, sensitivity analyses were undertaken to assess the robustness of the results.

(1) There were statistically significant differences in neutrophils, erythrocytes, triglycerides, alkaline phosphatase, and NHHR between the two groups; (2) after adjusting for all covariates, logistic regression revealed a negative association between NHHR and prostate cancer (0.91 (0.83∼0.99), P = 0.028). Participants in the second quartile had a significantly lower risk of prostate cancer after comprehensive adjustment (0.69 (0.50∼0.96), P = 0.026); (3) the restrictive cubic spline curve shows a non-linear relationship between NHHR and prostate cancer risk, with a turning point of 1.824; (4) the results of the ROC curve showed that the NHHR had an area under the curve (AUC) of 0.73; the results of the decision curve suggested that the model was able to provide a high benefit value for patients, with a threshold range of approximately 0.01–0.98 and a maximum net benefit of 0.52, and the calibration curve demonstrated that the model was accurate and reliable.

There is a non-linear dose-response relationship between NHHR and prostate cancer risk, which may be associated with a reduced risk of prostate cancer. The finding can be used to detect high-risk groups and prevent prostate cancer.

## Linked entities

- **Diseases:** prostate cancer (MONDO:0005159)

## Full-text entities

- **Diseases:** Prostate cancer (MESH:D011471), malignancies (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

23 references — full list in the complete paper: https://tomesphere.com/paper/PMC11913014/full.md

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Source: https://tomesphere.com/paper/PMC11913014