The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples

. 2022 Feb 01 ; 13 (1) : 449. [epub] 20220201

Jazyk angličtina Země Anglie, Velká Británie Médium electronic

Typ dokumentu hodnotící studie, časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid35105882
Odkazy

PubMed 35105882
PubMed Central PMC8807602
DOI 10.1038/s41467-021-27918-w
PII: 10.1038/s41467-021-27918-w
Knihovny.cz E-zdroje

Genetic and non-genetic factors contribute to breast cancer development. An epigenome-based signature capturing these components in easily accessible samples could identify women at risk. Here, we analyse the DNA methylome in 2,818 cervical, 357 and 227 matched buccal and blood samples respectively, and 42 breast tissue samples from women with and without breast cancer. Utilising cervical liquid-based cytology samples, we develop the DNA methylation-based Women's risk IDentification for Breast Cancer index (WID-BC-index) that identifies women with breast cancer with an AUROC (Area Under the Receiver Operator Characteristic) of 0.84 (95% CI: 0.80-0.88) and 0.81 (95% CI: 0.76-0.86) in internal and external validation sets, respectively. CpGs at progesterone receptor binding sites hypomethylated in normal breast tissue of women with breast cancer or in BRCA mutation carriers are also hypomethylated in cervical samples of women with poor prognostic breast cancer. Our data indicate that a systemic epigenetic programming defect is highly prevalent in women who develop breast cancer. Further studies validating the WID-BC-index may enable clinical implementation for monitoring breast cancer risk.

Breast Center Department of Obstetrics and Gynecology University of Munich Munich Germany

Breast Service University College London Hospital London UK

Centre for Cancer Biomarkers CCBIO Department of Clinical Science University of Bergen Bergen Norway

Centre for Tumour Biology Department Barts Cancer Institute Queen Mary University of London London UK

Department of Applied Health Research University College London London UK

Department of Gynecology and Obstetrics 1st Faculty of Medicine Charles University Prague University Hospital Bulovka Prague Czech Republic

Department of Health Sciences University of Leicester Leicester LE1 7RH UK

Department of Laboratory Medicine Division of Pathology Karolinska Institutet Stockholm Sweden

Department of Non communicable Disease Epidemiology London School of Hygiene and Tropical Medicine London UK

Department of Obstetrics and Gynaecology Haukeland University Hospital Bergen Norway

Department of Women's and Children's Health Karolinska Institutet and Karolinska University Hospital Stockholm Sweden

Department of Women's Cancer University College London London UK

European Translational Oncology Prevention and Screening Institute Universität Innsbruck Innsbruck Austria Hall in Tirol Austria

Gynaecologic Oncology Center Department of Obstetrics and Gynecology 1st Faculty of Medicine Charles University Prague General University Hospital Prague Prague Czech Republic

Institute for Biomedical Aging Research Universität Innsbruck Innsbruck Austria

Istituto Europeo di Oncologia IRCCS Milan Italy

University of Milano Bicocca Milan Italy

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Harbeck N, Gnant M. Breast cancer. Lancet. 2017;389:1134–1150. PubMed

Warner E. Clinical practice. Breast-cancer screening. N. Engl. J. Med. 2011;365:1025–1032. PubMed

Shen SY, et al. Sensitive tumour detection and classification using plasma cell-free DNA methylomes. Nature. 2018;563:579–583. PubMed

Widschwendter M, et al. Methylation patterns in serum DNA for early identification of disseminated breast cancer. Genome Med. 2017;9:115. PubMed PMC

Autier P, Boniol M. Mammography screening: A major issue in medicine. Eur. J. Cancer. 2018;90:34–62. PubMed

Gail MH, Pfeiffer RM. Breast Cancer Risk Model Requirements for Counseling, Prevention, and Screening. J. Natl Cancer Inst. 2018;110:994–1002. PubMed PMC

Pal Choudhury P, et al. Comparative Validation of Breast Cancer Risk Prediction Models and Projections for Future Risk Stratification. J. Natl Cancer Inst. 2020;112:278–285. PubMed PMC

Cohen PA, Jhingran A, Oaknin A, Denny L. Cervical cancer. Lancet. 2019;393:169–182. PubMed

Teschendorff AE, et al. DNA methylation outliers in normal breast tissue identify field defects that are enriched in cancer. Nat. Commun. 2016;7:10478. PubMed PMC

Lichtenstein P, et al. Environmental and heritable factors in the causation of cancer-analyses of cohorts of twins from Sweden, Denmark, and Finland. N. Engl. J. Med. 2000;343:78–85. PubMed

Ambatipudi S, et al. DNA methylome analysis identifies accelerated epigenetic ageing associated with postmenopausal breast cancer susceptibility. Eur. J. Cancer. 2017;75:299–307. PubMed PMC

Anjum S, et al. A BRCA1-mutation associated DNA methylation signature in blood cells predicts sporadic breast cancer incidence and survival. Genome Med. 2014;6:47. PubMed PMC

Severi G, et al. Epigenome-wide methylation in DNA from peripheral blood as a marker of risk for breast cancer. Breast Cancer Res Treat. 2014;148:665–673. PubMed

van Veldhoven K, et al. Epigenome-wide association study reveals decreased average methylation levels years before breast cancer diagnosis. Clin. Epigenetics. 2015;7:67. PubMed PMC

Xu Z, et al. Epigenome-wide association study of breast cancer using prospectively collected sister study samples. J. Natl Cancer Inst. 2013;105:694–700. PubMed PMC

Brennan K, et al. Intragenic ATM methylation in peripheral blood DNA as a biomarker of breast cancer risk. Cancer Res. 2012;72:2304–2313. PubMed

Chlebowski RT, et al. Association of Menopausal Hormone Therapy With Breast Cancer Incidence and Mortality During Long-term Follow-up of the Women’s Health Initiative Randomized Clinical Trials. JAMA. 2020;324:369–380. PubMed PMC

Widschwendter M, et al. The sex hormone system in carriers of BRCA1/2 mutations: a case-control study. Lancet Oncol. 2013;14:1226–1232. PubMed

Schramek D, et al. Osteoclast differentiation factor RANKL controls development of progestin-driven mammary cancer. Nature. 2010;468:98–102. PubMed PMC

Hosseini H, et al. Early dissemination seeds metastasis in breast cancer. Nature. 2016;540:552–558. PubMed PMC

Gonzalez-Suarez E, et al. RANK ligand mediates progestin-induced mammary epithelial proliferation and carcinogenesis. Nature. 2010;468:103–107. PubMed

Joshi PA, et al. Progesterone induces adult mammary stem cell expansion. Nature. 2010;465:803–807. PubMed

Poole AJ, et al. Prevention of Brca1-mediated mammary tumorigenesis in mice by a progesterone antagonist. Science. 2006;314:1467–1470. PubMed

Widschwendter M, et al. Epigenome-based cancer risk prediction: rationale, opportunities and challenges. Nat. Rev. Clin. Oncol. 2018;15:292–309. PubMed

Pidsley R, et al. Critical evaluation of the Illumina MethylationEPIC BeadChip microarray for whole-genome DNA methylation profiling. Genome Biol. 2016;17:208. PubMed PMC

Zheng SC, et al. A novel cell-type deconvolution algorithm reveals substantial contamination by immune cells in saliva, buccal and cervix. Epigenomics. 2018;10:925–940. PubMed

Kuchenbaecker KB, et al. Risks of Breast, Ovarian, and Contralateral Breast Cancer for BRCA1 and BRCA2 Mutation Carriers. JAMA. 2017;317:2402–2416. PubMed

Feinberg AP, Koldobskiy MA, Gondor A. Epigenetic modulators, modifiers and mediators in cancer aetiology and progression. Nat. Rev. Genet. 2016;17:284–299. PubMed PMC

Salhab A, et al. A comprehensive analysis of 195 DNA methylomes reveals shared and cell-specific features of partially methylated domains. Genome Biol. 2018;19:150. PubMed PMC

Mellemkjaer L, et al. Risk of primary non-breast cancer after female breast cancer by age at diagnosis. Cancer Epidemiol. Biomark. Prev. 2011;20:1784–1792. PubMed

Mavaddat N, et al. Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes. Am. J. Hum. Genet. 2019;104:21–34. PubMed PMC

Ho PJ, et al. DNA methylation and breast cancer-associated variants. Breast Cancer Res Treat. 2021;188:713–727. PubMed

Lacasa D, Le Liepvre X, Ferre P, Dugail I. Progesterone stimulates adipocyte determination and differentiation 1/sterol regulatory element-binding protein 1c gene expression. potential mechanism for the lipogenic effect of progesterone in adipose tissue. J. Biol. Chem. 2001;276:11512–11516. PubMed

Esslimani-Sahla M, et al. Increased expression of fatty acid synthase and progesterone receptor in early steps of human mammary carcinogenesis. Int J. Cancer. 2007;120:224–229. PubMed

Argov-Argaman N, Raz C, Roth Z. Progesterone Regulation of Milk Fat Globule Size Is VLDL Dependent. Front Endocrinol. (Lausanne) 2020;11:596. PubMed PMC

Mohammed H, et al. Progesterone receptor modulates ERalpha action in breast cancer. Nature. 2015;523:313–317. PubMed PMC

Yin P, et al. Genome-wide progesterone receptor binding: cell type-specific and shared mechanisms in T47D breast cancer cells and primary leiomyoma cells. PLoS ONE. 2012;7:e29021. PubMed PMC

Widschwendter, M. & Dubeau, L. Non-Surgical Cancer Risk Reduction in BRCA1 Mutation Carriers: Disabling the Remote Control. Cancers (Basel)12, 547 (2020). PubMed PMC

Kresovich JK, et al. Prediagnostic Immune Cell Profiles and Breast Cancer. JAMA Netw. Open. 2020;3:e1919536. PubMed PMC

Haggie JA, Sellwood RA, Howell A, Birch JM, Schor SL. Fibroblasts from relatives of patients with hereditary breast cancer show fetal-like behaviour in vitro. Lancet. 1987;1:1455–1457. PubMed

Levine ME, et al. Menopause accelerates biological aging. Proc. Natl Acad. Sci. USA. 2016;113:9327–9332. PubMed PMC

Perskvist N, Bjorklund C, Dillner J. A complex intervention for workflow enhancement at the Swedish cervical cytology biobank. Biopreserv Biobank. 2014;12:69–73. PubMed

Perskvist N, Norman I, Eklund C, Litton JE, Dillner J. The Swedish cervical cytology biobank: sample handling and storage process. Biopreserv Biobank. 2013;11:19–24. PubMed

Zhou W, Laird PW, Shen H. Comprehensive characterization, annotation and innovative use of Infinium DNA methylation BeadChip probes. Nucleic Acids Res. 2017;45:e22. PubMed PMC

Van Calster B, et al. Calibration: the Achilles heel of predictive analytics. BMC Med. 2019;17:230. PubMed PMC

Purcell S, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am. J. Hum. Genet. 2007;81:559–575. PubMed PMC

Manichaikul A, et al. Robust relationship inference in genome-wide association studies. Bioinformatics. 2010;26:2867–2873. PubMed PMC

Das S, et al. Next-generation genotype imputation service and methods. Nat. Genet. 2016;48:1284–1287. PubMed PMC

Michailidou K, et al. Association analysis identifies 65 new breast cancer risk loci. Nature. 2017;551:92–94. PubMed PMC

Herzog. C., B. J., Widschwendter M. The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples. Nat. Commun7, 10478 (2021). PubMed PMC

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