# Clinical impact of the methylation status of SMAD4 and AKR1B1 genes in a liquid biopsy sample as a prognostic marker for breast cancer

**Authors:** Menha Swellam, Amal Ramadan, Mohamed Emam Sobeih, Noha M. Bakr

PMC · DOI: 10.1038/s41598-026-37937-6 · Scientific Reports · 2026-02-27

## TL;DR

This study shows that methylation of SMAD4 and AKR1B1 genes in liquid biopsies can predict breast cancer prognosis and treatment outcomes.

## Contribution

The study introduces SMAD4 and AKR1B1 methylation as novel noninvasive prognostic biomarkers for breast cancer.

## Key findings

- SMAD4 and AKR1B1 methylation levels were significantly higher in cancer patients compared to benign and healthy groups.
- SMAD4 and AKR1B1 methylation showed higher diagnostic accuracy than traditional biomarkers like CA 15-3 and CEA.
- Hypermethylation of these genes was linked to aggressive cancer features and worse survival outcomes.

## Abstract

The role of DNA methylation in the prognosis of breast cancer, particularly concerning small mothers against decapentaplegic 4 (SMAD4) and aldo-keto reductase family 1 member B1 (AKR1B1), remains largely unexplored. This study aimed to investigate the clinical role of SMAD4 and AKR1B1 methylation as noninvasive prognostic biomarkers in breast cancer. The study included 140 individuals. The patients were stratified into two groups based on their diagnostic investigation: women diagnosed with cancer in breast (N = 80) and cases with benign lesions in breast (N = 30). Additionally, a group of subjects considered as healthy served as the control group (N = 30). Methylation levels of SMAD4 and AKR1B1 were quantified using the Methyl II quantitative PCR system. The methylation specificity and sensitivity were examined through performing a receiver operating characteristic (ROC) curve analysis. The association of the methylation of investigated patterns with breast cancer clinical features and response to treatment was also examined. Survival patterns were assesed using Kaplan-Meier analyses. The outcomes revealed that hypermethylation of SMAD4 and AKR1B1 was upregulated in cancerous patients relative to the benign group and healthy subjects. Based on the values of the area under the curve (AUC) (0.945 and 0.935, respectively) for SMAD4 and AKR1B1, both markers demonstrated superior diagnostic accuracy, surpassing conventional biomarkers for instance cancer antigen 15 − 3 (CA 15 − 3; AUC = 0.698) as well as carcinoembryonic antigen (CEA; AUC = 0.537). Remarkably, SMAD4 and AKR1B1 hypermethylation exhibited a significant association with invasive duct carcinoma (IDC), particularly in early stages, high grades, and cases with lymph node metastasis. A significant difference was observed in methylation status concerning both items and treatment response. Additionally, survival outcomes indicated that hypermethylation of SMAD4 and AKR1B1 was associated with worse DFS and OS. In conclusion, SMAD4 and AKR1B1 methylation may serve as significant epigenetic markers affecting breast cancer prognosis, potentially indicating more aggressive disease and poorer outcomes in these patients.

## Linked entities

- **Genes:** SMAD4 (SMAD family member 4) [NCBI Gene 4089], AKR1B1 (aldo-keto reductase family 1 member B) [NCBI Gene 231]
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** AKR1B1 (aldo-keto reductase family 1 member B) [NCBI Gene 231] {aka ADR, ALDR1, ALR2, AR}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, EIF4EBP1 (eukaryotic translation initiation factor 4E binding protein 1) [NCBI Gene 1978] {aka 4E-BP1, 4EBP1, BP-1, PHAS-I}, MIB1 (MIB E3 ubiquitin protein ligase 1) [NCBI Gene 57534] {aka DIP-1, DIP1, LVNC7, MIB, ZZANK2, ZZZ6}, PIK3R2 (phosphoinositide-3-kinase regulatory subunit 2) [NCBI Gene 5296] {aka MPPH, MPPH1, P85B, p85, p85-BETA, p85beta}, RPTOR (regulatory associated protein of MTOR complex 1) [NCBI Gene 57521] {aka KOG1, Mip1}, SMAD4 (SMAD family member 4) [NCBI Gene 4089] {aka DPC4, JIP, MADH4, MYHRS}, CEACAM3 (CEA cell adhesion molecule 3) [NCBI Gene 1084] {aka CD66D, CEA, CGM1, CGM1a, W264, W282}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, EREG (epiregulin) [NCBI Gene 2069] {aka EPR, ER, Ep}, PGR (progesterone receptor) [NCBI Gene 5241] {aka NR3C3, PR}, DCTN6 (dynactin subunit 6) [NCBI Gene 10671] {aka WS-3, WS3, p27}, PRKAA2 (protein kinase AMP-activated catalytic subunit alpha 2) [NCBI Gene 5563] {aka AMPK, AMPK2, AMPKa2, PRKAA}, MUC1 (mucin 1, cell surface associated) [NCBI Gene 4582] {aka ADMCKD, ADMCKD1, ADTKD2, CA 15-3, CD227, Ca15-3}, TSC1 (TSC complex subunit 1) [NCBI Gene 7248] {aka LAM, TSC}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, TGFBR1 (transforming growth factor beta receptor 1) [NCBI Gene 7046] {aka AAT5, ACVRLK4, ALK-5, ALK5, ESS1, LDS1}, SMAD3 (SMAD family member 3) [NCBI Gene 4088] {aka HSPC193, HsT17436, JV15-2, LDS1C, LDS3, MADH3}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, H3P16 (H3 histone pseudogene 16) [NCBI Gene 644914] {aka H3.6, H3F3AP6, p21}, EIF4E (eukaryotic translation initiation factor 4E) [NCBI Gene 1977] {aka AUTS19, CBP, EIF4E1, EIF4EL1, EIF4F, eIF-4E}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, PIK3R1 (phosphoinositide-3-kinase regulatory subunit 1) [NCBI Gene 5295] {aka AGM7, GRB1, IMD36, p85, p85-ALPHA, p85alpha}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, RPS6KB1 (ribosomal protein S6 kinase B1) [NCBI Gene 6198] {aka PS6K, S6K, S6K-beta-1, S6K1, STK14A, p70 S6KA}
- **Diseases:** carcinogenesis (MESH:D063646), NSCLC (MESH:D002289), fibroadenoma (MESH:D018226), pancreatic and endometrial cancers (MESH:D010190), prostate cancer (MESH:D011471), Disease (MESH:D004194), duct carcinoma (MESH:D021441), inflammation (MESH:D007249), DCIS (MESH:D002285), CANCER (MESH:D009369), Duct carcinoma in situ (MESH:D002278), PD (MESH:D018450), lymph node metastasis (MESH:D008207), intraductal papillomatosis (MESH:D010212), BC (MESH:D001943), invasive ductal carcinoma (MESH:D044584), lymph node (MESH:D000072717), benign beast lesions (MESH:D001932), breast ductal carcinoma (MESH:D018270), Solid (MESH:D018250), IDC (MESH:D009361), follicular hyperplasia (MESH:D006965), CRC (MESH:D015179), death (MESH:D003643), BREAST (MESH:D061325), metastasis (MESH:D009362)
- **Chemicals:** sorbitol (MESH:D013012), prostaglandin PGF2 (MESH:D015237), anthracycline (MESH:D018943), EDTA (MESH:D004492), prostaglandin (MESH:D011453), PIP2 (MESH:D019269), polyol (MESH:C024617), ROS (MESH:D017382), glucose (MESH:D005947), cisplatin (MESH:D002945), PIP3 (-), Phosphatidylinositol-3,4,5-triphosphate (MESH:C060974)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** AUC of 0, serine/threonine

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12953709/full.md

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12953709/full.md

## References

1 references — full list in the complete paper: https://tomesphere.com/paper/PMC12953709/full.md

---
Source: https://tomesphere.com/paper/PMC12953709