# Circulating Biomarkers as Potential Risk Factors for Inguinal Hernia

**Authors:** Enke Baldini, Salvatore Sorrenti, Eleonora Lori, Luigi Palla, Silvia Cardarelli, Daniele Pironi, Domenico Tripodi, Antonio Pavan, Azis Fakeri, Vilma Cobo, Chiara Pellegrini, Priscilla Nardi, Valerio Rinaldi, Salvatore Ulisse, Piergaspare Palumbo

PMC · DOI: 10.3390/ijms26157032 · International Journal of Molecular Sciences · 2025-07-22

## TL;DR

This study identifies a blood-based biomarker ratio that could help predict the risk of inguinal hernia by analyzing collagen-related proteins in patients and healthy individuals.

## Contribution

The study introduces the PINP/PIIINP ratio as a novel molecular predictor for inguinal hernia risk.

## Key findings

- Patients with hernia had significantly lower PINP and higher PIIINP levels compared to healthy controls.
- The PINP/PIIINP ratio was inversely related to hernia risk, with a cut-off value showing high sensitivity and specificity.
- MMP-9 levels were reduced in hernia patients, while MMP-2 and LOX levels were unchanged.

## Abstract

Independent studies reported metabolic alterations in connective tissues of hernia patients, especially involving collagen fibers, compared to healthy controls. In the present work, we evaluated plasma concentrations of metalloproteinases (MMPs) and lysyl oxidase (LOX), enzymes involved in collagen metabolism, and peptides produced during collagen biosynthesis (PINP, PIIINP, and PIVNP) as potential biomarkers for the estimation of hernia risk. Zymography and ELISA assays were performed with plasma samples of 51 patients with primary or recurrent inguinal hernia and 42 healthy controls. A reduction in PINP (p = 0.007) and a concomitant increase in PIIINP (p < 0.001) were observed in patients. In controls, PINP levels were inversely related to age, whereas in patients PIIINP levels increased with age. Body mass index (BMI) showed a strong positive correlation with PIIINP plasma levels in controls but not in patients (p < 0.001). Moreover, patients with larger lesions had the lowest PINP/PIIINP ratio (p = 0.003). PIVNP collagen did not differ between controls and hernia patients. Plasma MMP-9 was reduced in patients (p = 0.015), while MMP-2 and LOX were unchanged. However, MMP-2 concentrations appeared lower in patients with familial history of hernia compared to those without. In regression analysis, the PINP/PIIINP ratio was inversely related to hernia risk, and a cut-off value of 0.948 was found by ROC analysis which classified hernia patients with a sensitivity of 82.9% and a specificity of 77.1%. In conclusion, our findings identified the PINP/PIIINP ratio as the most relevant molecular predictor of inguinal hernia risk.

## Linked entities

- **Proteins:** MMP9 (matrix metallopeptidase 9), MMP2 (matrix metallopeptidase 2), LOX (lysyl oxidase), COL3A1 (collagen type III alpha 1 chain)

## Full-text entities

- **Genes:** MMP2 (matrix metallopeptidase 2) [NCBI Gene 4313] {aka CLG4, CLG4A, MMP-2, MMP-II, MONA, TBE-1}, LOX (lysyl oxidase) [NCBI Gene 4015] {aka AAT10}, MMP9 (matrix metallopeptidase 9) [NCBI Gene 4318] {aka CLG4B, GELB, MANDP2, MMP-9}
- **Diseases:** Inguinal Hernia (MESH:D006552), hernia (MESH:D006547)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12346474/full.md

## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12346474/full.md

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Source: https://tomesphere.com/paper/PMC12346474