# Multilayered Epigenetic Analysis Identifies a Molecular Portrait for Psychological Resilience in Patients With Breast Cancer

**Authors:** Corinna Richter, Olga Dethlefsen, Ulrika Axelsson, Kristina Lundberg, Lisa Rydén, Per Johnsson, Ulrika Ringdahl, Ingalill Rahm Hallberg, Carl A.K. Borrebaeck

PMC · DOI: 10.1016/j.bpsgos.2025.100545 · Biological Psychiatry Global Open Science · 2025-06-03

## TL;DR

This study identifies DNA methylation patterns, especially in the LY6G5C gene, that distinguish breast cancer patients with high and low psychological resilience, offering a potential molecular marker for resilience.

## Contribution

The study identifies LY6G5C as a novel epigenetic marker for psychological resilience in breast cancer patients.

## Key findings

- Differentially methylated regions (DMRs) including LY6G5C consistently distinguished high- and low-resilient breast cancer patients.
- A random forest model predicted resilience status with an area under the curve of 0.74 in an independent cohort.
- Methylation differences showed a dose-response pattern related to resilience levels, suggesting a biological basis for psychological resilience.

## Abstract

Psychological resilience refers to a person’s positive adaptation when faced with adversities, such as a breast cancer (BC) diagnosis. Highly resilient patients are more likely to regain stability and be protected from health conditions such as depression, anxiety, and posttraumatic stress disorder. We aimed to identify epigenetic markers that distinguish high- and low-resilient patients in a BC cohort at time of diagnosis.

Genome-wide DNA methylation was determined in participants selected from a prospectively collected cohort of 1040 newly diagnosed BC patients with known resilience status. DNA methylation of those displaying the highest and lowest scores (n = 425), as measured by the Connor-Davidson Resilience Scale, was analyzed in whole blood, using a multilayered bioinformatic approach. Sample subsets were created to identify differentially methylated probes (DMPs) and differentially methylated regions (DMRs), and fold change and area size were used to estimate the strength of methylation differences. The key regions associated with psychological resilience allowed us to build a classifier, using a random forest model, which was validated using an independent cohort (n = 80).

DMPs and DMRs that consistently distinguished samples derived from high- and low-resilient patients were identified, and methylation differences followed a dose-response pattern related to resilience levels. DMRs included LY6G5C, ZFP57, CDH9, ZNF727, and C8orf31, where LY6G5C was found to be the most consistent DMR. Psychological resilience status could be predicted in the independent cohort with an area under the curve of 0.74 and a sensitivity and specificity of 0.67 and 0.72, respectively.

LY6G5C was identified as a novel marker for psychological resilience, paving the way for a more conceptual and comprehensive molecular understanding.

Psychological resilience is a personal characteristic that helps preserve stability and QoL when confronted with trauma such as breast cancer (BC) and where highly resilient patients show improved disease outcome. The study explored how DNA methylation was linked to psychological resilience in 425 patients with BC. Key differences were found in methylation patterns, especially in the LY6G5C gene, between high- and low-resilient individuals, and a model was built to accurately predict resilience. Findings suggest that LY6G5C could be a key biological marker, providing new insights into the association of genetics with psychological resilience and ultimately helping the development of treatments to amend detrimental outcomes.

Psychological resilience is a personal characteristic that helps preserve stability and QoL when confronted with trauma such as breast cancer (BC) and where highly resilient patients show improved disease outcome. The study explored how DNA methylation was linked to psychological resilience in 425 patients with BC. Key differences were found in methylation patterns, especially in the LY6G5C gene, between high- and low-resilient individuals, and a model was built to accurately predict resilience. Findings suggest that LY6G5C could be a key biological marker, providing new insights into the association of genetics with psychological resilience and ultimately helping the development of treatments to amend detrimental outcomes.

## Linked entities

- **Genes:** LY6G5C (lymphocyte antigen 6 family member G5C) [NCBI Gene 80741], ZFP57 (ZFP57 zinc finger protein) [NCBI Gene 346171], CDH9 (cadherin 9) [NCBI Gene 1007], ZNF727 (zinc finger protein 727) [NCBI Gene 442319], LY6S-AS1 (LY6S antisense RNA 1) [NCBI Gene 286122]
- **Diseases:** breast cancer (MONDO:0004989)

## Full-text entities

- **Genes:** ZNF727 (zinc finger protein 727) [NCBI Gene 442319] {aka ZNF727P}, LY6S-AS1 (LY6S antisense RNA 1) [NCBI Gene 286122] {aka C8orf31, LINC02904}, CDH9 (cadherin 9) [NCBI Gene 1007], LY6G5C (lymphocyte antigen 6 family member G5C) [NCBI Gene 80741] {aka C6orf20, G5C, LY6G5CA, LY6G5CB, NG33}, ZFP57 (ZFP57 zinc finger protein) [NCBI Gene 346171] {aka C6orf40, TNDM1, ZNF698, bA145L22, bA145L22.2}
- **Diseases:** depression (MESH:D003866), posttraumatic stress disorder (MESH:D013313), BC (MESH:D001943), anxiety (MESH:D001007)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12281357/full.md

## References

54 references — full list in the complete paper: https://tomesphere.com/paper/PMC12281357/full.md

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Source: https://tomesphere.com/paper/PMC12281357