# Shox2 and Rassf1a DNA methylation: diagnostic utility and association with clinical stage, histological progression and gene mutational landscape in lung adenocarcinoma

**Authors:** Yixin Li, Yangli Zhang, Abida Alimu, Yulu Tan, Xiaojie Zhang, Linguo Xiang, Jia Li, Zhangling Liu

PMC · DOI: 10.3389/fonc.2026.1727695 · Frontiers in Oncology · 2026-01-28

## TL;DR

This study explores how DNA methylation of Shox2 and Rassf1a can help diagnose and classify lung adenocarcinoma, linking it to cancer progression and genetic mutations.

## Contribution

The study reveals new diagnostic and molecular subtyping utility of Shox2 and Rassf1a methylation in lung adenocarcinoma, including associations with specific gene mutations.

## Key findings

- Shox2 and Rassf1a methylation correlate with aggressive clinicopathological features and early-stage lung cancer diagnosis.
- Shox2 methylation co-occurs with KRAS and MET mutations but is mutually exclusive with EGFR, RET, and HER2 mutations.
- Combining methylation and EGFR mutation analysis improves early-stage lung cancer discrimination.

## Abstract

Lung cancer, characterized by its high global incidence and mortality rates, necessitates comprehensive and precise stratification strategies to guide the diverse diagnostic approaches and therapeutic agents in clinical decision-making.

Shox2 and Rassf1a promoter methylation are established biomarkers for the early screening of lung cancer. This study comprehensively investigated the clinical utility of Shox2 and Rassf1a promoter methylation alongside driver mutations for molecular subtyping and stratification in 1027 lung adenocarcinoma (LUAD) patients.

This study included a cohort of 1027 LUAD patients who received treatment at the First Affiliated Hospital of Chongqing Medical University between January 2020 and August 2024. Comprehensive demographic and clinicopathological data were collected. Shox2 and Rassf1a methylation was quantified using the Lungme kit, while 10 driver mutations were detected by PCR assay. Chi-square tests were used to assess correlations between methylation status and clinicopathological characteristics; ROC analysis evaluated diagnostic performance for distinguishing LUAD subtypes. Multiple regression identified stage-associated hazardous factors.

In our cohort, Shox2 and Rassf1a methylation were correlated with more aggressive clinicopathological characteristics (age, sex, smoking, drinking, TNM stage and histological progression) and exhibited significant diagnostic potential for distinguishing early-stage lesions (adenocarcinoma in situ from LUAD across stages I-IV) and histological progression (minimally invasive adenocarcinoma versus invasive adenocarcinoma). Shox2 methylation exhibited significant co-occurrence with mutations of KRAS (p < 0.001) and MET (p = 0.02) and mutual exclusivity with mutations of EGFR (p < 0.001), RET (p = 0.013) and HER2 (p = 0.03). Rassf1a methylation showed no significant associations with these driver mutations. Combining Shox2 and Rassf1a methylation with EGFR mutations demonstrated enhanced discriminative capacity for early-stage lesions.

Our study demonstrated that comprehensive analysis of methylation and gene mutations could provide a novel clinical strategy for molecular subtyping and precision medicine in LUAD.

## Linked entities

- **Genes:** SHOX2 (SHOX homeobox 2) [NCBI Gene 6474], RASSF1 (Ras association domain family member 1) [NCBI Gene 11186], KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845], MET (MET proto-oncogene, receptor tyrosine kinase) [NCBI Gene 4233], EGFR (epidermal growth factor receptor) [NCBI Gene 1956], RET (ret proto-oncogene) [NCBI Gene 5979], ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064]
- **Diseases:** lung adenocarcinoma (MONDO:0005061), adenocarcinoma in situ (MONDO:0003218)

## Full-text entities

- **Genes:** ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, RET (ret proto-oncogene) [NCBI Gene 5979] {aka CDHF12, CDHR16, HSCR1, MEN2A, MEN2B, MTC1}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, SHOX2 (SHOX homeobox 2) [NCBI Gene 6474] {aka OG12, OG12X, SHOT}, RASSF1 (Ras association domain family member 1) [NCBI Gene 11186] {aka 123F2, NORE2A, RASSF1A, RDA32, REH3P21}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}
- **Diseases:** Lung cancer (MESH:D008175), adenocarcinoma (MESH:D000230), adenocarcinoma in situ (MESH:D065311), LUAD (MESH:D000077192)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12890684/full.md

## References

24 references — full list in the complete paper: https://tomesphere.com/paper/PMC12890684/full.md

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Source: https://tomesphere.com/paper/PMC12890684