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. 2022 Jan 21;14(1):14.
doi: 10.1186/s13148-022-01234-6.

Immune profiles and DNA methylation alterations related with non-muscle-invasive bladder cancer outcomes

Affiliations

Immune profiles and DNA methylation alterations related with non-muscle-invasive bladder cancer outcomes

Ji-Qing Chen et al. Clin Epigenetics. .

Abstract

Background: Non-muscle-invasive bladder cancer (NMIBC) patients receive frequent monitoring because ≥ 70% will have recurrent disease. However, screening is invasive, expensive, and associated with significant morbidity making bladder cancer the most expensive cancer to treat per capita. There is an urgent need to expand the understanding of markers related to recurrence and survival outcomes of NMIBC.

Methods and results: We used the Illumina HumanMethylationEPIC array to measure peripheral blood DNA methylation profiles of NMIBC patients (N = 603) enrolled in a population-based cohort study in New Hampshire and applied cell type deconvolution to estimate immune cell-type proportions. Using Cox proportional hazard models, we identified that increasing CD4T and CD8T cell proportions were associated with a statistically significant decreased hazard of tumor recurrence or death (CD4T: HR = 0.98, 95% CI = 0.97-1.00; CD8T: HR = 0.97, 95% CI = 0.95-1.00), whereas increasing monocyte proportion and methylation-derived neutrophil-to-lymphocyte ratio (mdNLR) were associated with the increased hazard of tumor recurrence or death (monocyte: HR = 1.04, 95% CI = 1.00-1.07; mdNLR: HR = 1.12, 95% CI = 1.04-1.20). Then, using an epigenome-wide association study (EWAS) approach adjusting for age, sex, smoking status, BCG treatment status, and immune cell profiles, we identified 2528 CpGs associated with the hazard of tumor recurrence or death (P < 0.005). Among these CpGs, the 1572 were associated with an increased hazard and were significantly enriched in open sea regions; the 956 remaining CpGs were associated with a decreased hazard and were significantly enriched in enhancer regions and DNase hypersensitive sites.

Conclusions: Our results expand on the knowledge of immune profiles and methylation alteration associated with NMIBC outcomes and represent a first step toward the development of DNA methylation-based biomarkers of tumor recurrence.

Keywords: DNA methylation; Immune profile; Immunomethylomic; Non-muscle-invasive bladder cancer; Recurrence; Survival.

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Conflict of interest statement

The authors declare that they have no competing interests. JKW and KTK are co-founders of Cellintec which had no role in this work.

Figures

Fig. 1
Fig. 1
Flow chart of study
Fig. 2
Fig. 2
Kaplan–Meier analysis of 10-year recurrence-free survival (RFS). 10-year RFS curves stratified by A age, B sex, C tumor grade, D smoking status, E BCG treatment status or F mdNLR level. P-values for log-rank tests are shown
Fig. 3
Fig. 3
Volcano plots of recurrence-free survival (RFS) associated CpGs from the epigenome-wide association study (EWAS) analyses. The Cox multivariable model that was fitted in EWAS was shown in each plot. CpGs are colored in red (A) 12,105 CpGs were associated with the increased hazard of NMIBC 10-year RFS, and 15,470 CpGs were associated with the decreased hazard of NMIBC 10-year RFS. (B) 1572 CpGs were associated with the increased hazard of NMIBC 10-year RFS, and 956 CpGs were associated with the decreased hazard of NMIBC 10-year RFS
Fig. 4
Fig. 4
Genomic context enrichment analysis of CpG sites whose methylation state is significantly associated with recurrence-free survival. Enrichment analysis of (A) relation to CpG island and (B) genomic context of NMIBC recurrence-free survival associated CpGs. The 2528 CpGs from EWAS (P < 0.005) were tested for enrichment versus all modeled CpGs. The bar represents the 95% confidence interval. Mantel–Haenszel was used to test RFS-associated CpGs enrichment of CpG island-related gnome context. An odds ratio larger than 1 means enrichment, and an odds ratio smaller than 1 indicates depletion

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References

    1. Atlanta: American Cancer Society. Cancer Facts & Figures 2020. Am. Cancer Soc. 2020. - PMC - PubMed
    1. Martinez Rodriguez RH, Buisan Rueda O, Ibarz L. Bladder cancer: present and future. Med Clín. 2017;149:449–455. doi: 10.1016/j.medcle.2017.10.005. - DOI - PubMed
    1. Svatek RS, Lotan Y. Is there a rationale for bladder cancer screening? Curr Urol Rep. 2008;9:339–341. - PubMed
    1. Larré S, Catto JWF, Cookson MS, Messing EM, Shariat SF, Soloway MS, et al. Screening for bladder cancer: rationale, limitations, whom to target, and perspectives. Eur Urol. 2013;63:1049–1058. - PubMed
    1. Degeorge KC, Holt HR, Hodges SC. Bladder cancer: diagnosis and treatment. 2017. - PubMed

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