| Literature DB >> 23168266 |
Warwick J Locke, Susan J Clark.
Abstract
Epigenetic gene regulation has influence over a diverse range of cellular functions, including the maintenance of pluripotency, differentiation, and cellular identity, and is deregulated in many diseases, including cancer. Whereas the involvement of epigenetic dysregulation in cancer is well documented, much of the mechanistic detail involved in triggering these changes remains unclear. In the current age of genomics, the development of new sequencing technologies has seen an influx of genomic and epigenomic data and drastic improvements in both resolution and coverage. Studies in cancer cell lines and clinical samples using next-generation sequencing are rapidly delivering spectacular insights into the nature of the cancer genome and epigenome. Despite these improvements in technology, the timing and relationship between genetic and epigenetic changes that occur during the process of carcinogenesis are still unclear. In particular, what changes to the epigenome are playing a driving role during carcinogenesis and what influence the temporal nature of these changes has on cancer progression are not known. Understanding the early epigenetic changes driving breast cancer has the exciting potential to provide a novel set of therapeutic targets or early-disease biomarkers or both. Therefore, it is important to find novel systems that permit the study of initial epigenetic events that potentially occur during the first stages of breast cancer. Non-malignant human mammary epithelial cells (HMECs) provide an exciting in vitro model of very early breast carcinogenesis. When grown in culture, HMECs are able to temporarily escape senescence and acquire a pre-malignant breast cancer-like phenotype (variant HMECs, or vHMECs). Cultured HMECs are composed mainly of cells from the basal breast epithelial layer. Therefore, vHMECs are considered to represent the basal-like subtype of breast cancer. The transition from HMECs to vHMECs in culture recapitulates the epigenomic phenomena that occur during the progression from normal breast to pre-malignancy. Therefore, the HMEC model system provides the unique opportunity to study the very earliest epigenomic aberrations occurring during breast carcinogenesis and can give insight into the sequence of epigenomic events that lead to breast malignancy. This review provides an overview of epigenomic research in breast cancer and discusses in detail the utility of the HMEC model system to discover early epigenomic changes involved in breast carcinogenesis.Entities:
Mesh:
Year: 2012 PMID: 23168266 PMCID: PMC4053120 DOI: 10.1186/bcr3237
Source DB: PubMed Journal: Breast Cancer Res ISSN: 1465-5411 Impact factor: 6.466
Figure 1Progression of the breast cell epigenome from progenitor to malignancy. During progression from progenitor cell to differentiated epithelium, cells exhibit an increasing level of DNA methylation as differentiation options are restricted. During cancer development, much of this genomic methylation is lost, with the exception of a small subset of genomic loci that exhibit DNA hypermethylation. Genomic hypomethylation is associated with increased genomic instability. The methylome of malignant lesions is remarkably similar between early lesions like ductal carcinoma in situ and later lesions like invasive ductal carcinoma.
A summary of aberrant DNA methylation associated with outcome in breast cancer
| Gene symbol | Tissue type | Hyper/Hypo | Cohort size | Detection method | Association with prognosis | Hazard ratioa | Reference | |
|---|---|---|---|---|---|---|---|---|
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0001 | [ | ||
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.0002 | [ | ||
| FFPE | Hyper | 536 tumors (Chinese patients) | MSP | Reduced disease-free survival | 0.045 | 1.45 | [ | |
| Reduced disease-specific survival | 0.038 | 1.56 | ||||||
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.018 | [ | ||
| Serum | Hyper | 105 tumors, 20 unmatched normal | MSP | Poor prognosis | 0.002 | 6.4 | [ | |
| FF | Hyper | 82 primary breast cancer tissues (Tunisian cohort) | MSP | Five-year survival | 0.016 | [ | ||
| Serum | Hyper | 105 tumors, 20 unmatched normal | MSP | Poor prognosis | 0.002 | 10.7 | [ | |
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.001 | [ | ||
| FF | Hyper | 163 tumors, 64 with distant metastasis | Q-BSSeq | Reduced time to distant metastasis | <0.0128 | >3.5 | [ | |
| Reduced metastasis-free survival | <0.0034 | |||||||
| FF | Hyper | 110 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.002 | 4.02 | [ | |
| FFPE | Hyper | 93 carcinomas, 10 carcinomas with adjacent normal, 10 fibroadenomas, and 11 normal | MSP | Reduced disease-free interval Reduced overall survival | 0.004 0.001 | [ | ||
| Reduced disease-free interval | 0.027 | 3.48 | ||||||
| Reduced overall survival | 0.004 | 9.19 | ||||||
| FF | Hyper | 153 primary invasive cancers, 19 normal | MSP | Reduced overall survival | 0.011 | 14.4 | [ | |
| Reduced disease-free survival | 0.047 | 2.5 | ||||||
| FF | Hyper | 130 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.005 | 3.53 | [ | |
| FF | Hyper | 55 cancers | MSP | Increased incidence of relapse | 0.016 | [ | ||
| FF | Hyper | 113 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.004 | 3.31 | [ | |
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.029 | [ | ||
| FF | Hyper | 129 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.00007 | 5.09 | [ | |
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.02 | [ | ||
| FF | Hyper | 176 invasive tumors (Japanese cohort) | MSP | Reduced relapse-free survival | <0.01 | [ | ||
| Poor prognosis | <0.05 | 2.77 | ||||||
| Poor prognosis | <0.01 | 7.13 | ||||||
| FFPE | Hyper | 974 primary | MethyLight | Increased breast cancer-specific mortality | NR | 1.71 | [ | |
| FFPE | Hyper | 50 breast tumors | MSP | High Nottingham Prognostic Index | 0.0017 | [ | ||
| FF | Hyper | 57 ER-α+ tumors | QM-PCR | Reduced disease-free survival | 0.029 | 3.25 | [ | |
| FF | Hyper | 171 tumors and match normal | MSP | Reduced recurrence-free survival | 0.036 | [ | ||
| FF | Hyper | 109 tumors | MSP | Reduced overall survival | 0.008 | [ | ||
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0041 | [ | ||
| FFPE | Hyper | 128 breast carcinomas, 10 breast carcinomas with paired adjacent normal, 10 breast fibroadenomas, and 11 normal | MSP | Reduced disease-free interval Reduced overall survival Increased incidence of relapse | 0.0025 | / | [ | |
| FF | Hyper | 125 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.032 | 2.94 | [ | |
| FF | Hyper | 86 primary breast cancer tissues (Tunisian cohort) | MSP | Reduced overall survival | 0.015 | [ | ||
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.02 | [ | ||
| FF | Hyper | 115 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.023 | 2.56 | [ | |
| FF | Hyper | 128 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.023 | 2.8 | [ | |
| Serum | Hyper | 105 tumors, 20 unmatched normal | MSP | Poor prognosis | 0.001 | 5.5 | [ | |
| FFPE | Hyper | 427 invasive cancers | QM-PCR | Reduced time to distant metastasis | 0.004 | 2.75 | [ | |
| Reduced time to distant metastasis | 0.013 | 2.35 | ||||||
| Reduced metastasis-free survival | 0.032 | 2.69 | ||||||
| FF | Hyper | 241 patients with breast cancer | MethyLight | High risk of distant recurrence | 0.026 | [ | ||
| Reduced time to distant metastasis | <0.001 | |||||||
| Reduced disease-free survival | 0.0084 | |||||||
| Reduced overall survival | 0.0003 | |||||||
| FF | Hyper | 236 node-negative tumors | Array/QM-PCR | Reduced metastasis-free survival | <0.00045 | >2.1 | [ | |
| FF | Hyper | 416 tumors | QM-PCR | Reduced time to distant metastasis | <0.01 | 1.71 | [ | |
| Reduced overall survival | <0.01 | 1.71 | ||||||
| Reduced metastasis-free survival | <0.01 | 1.74 | ||||||
| Reduced overall survival | 0.02 | 1.46 | ||||||
| FF | Hyper | 241 patients with breast cancer | MethyLight | Increased risk of distant recurrence Increased risk of distant recurrence | <0.01 | [ | ||
| FFPE | Hyper | 967 primary | MethyLight | Increased breast cancer-specific mortality | NR | 1.78 | [ | |
| FF | Hyper | 80 tumors (Tunisian cohort) | MSP | Poor survival | 0.014 | [ | ||
| FFPE | Hyper | 93 carcinomas, 10 carcinomas with adjacent normal, 10 fibroadenomas, and 11 normal | MSP | Increased incidence of relapse Reduced disease-free survival | 0.011 | [ | ||
| FNA | Hyper | 237 patients with suspicious palpable lesions taken prior to surgery | QM-PCR | Reduced disease-free survival | 0.031 | OR = 2.53 | [ | |
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0001 | [ | ||
| FF | Hyper | 131 tumors, 26 matched normal | MSP | Reduced overall survival | 0.045 | [ | ||
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0001 | [ | ||
| FF | Hyper | 14 matched tumors and normal, 155 unmatched tumors | MSP | Reduced overall survival | 0.049 | 4.55 | [ | |
| FF/FFPE | Hyper | 195 breast cancers | MSP | Reduced recurrence-free survival | 0.0282 | 2.94 | [ | |
| FF | Hyper | 109 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.0009 | 4.08 | [ | |
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.008 | [ | ||
| FF | Hyper | 121 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.035 | 3.19 | [ | |
| FFPE | Hyper | 973 primary | MethyLight | Increased breast cancer-specific mortality | NR | 1.67 | [ | |
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0005 | [ | ||
| NR | Hyper | 59 ductal carcinomas, 24 matched normal | IA/CoBRA | Reduced relapse-free survival | 0.0018 | [ | ||
| FF | Hyper | 111 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.027 | 2.74 | [ | |
| FF | Hyper | 241 patients with breast cancer | MethyLight | Reduced time to distant metastasis | 0.044 | [ | ||
| FF | Hypo | 124 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.013 | 2.65 | [ | |
| FF | Hypo | 132 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.002 | 3.69 | [ | |
| FF | Hypo | 117 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.016 | 2.62 | [ | |
| FF | Hypo | 131 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.025 | 2.44 | [ | |
| FF | Hypo | 116 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.004 | 3.43 | [ | |
| FF | Hypo | 118 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.008 | 2.65 | [ | |
| FF | Hypo | 114 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.009 | 2.63 | [ | |
| FF | Hypo | 123 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.004 | 3.56 | [ | |
| FF | Hypo | 126 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.028 | 2.32 | [ | |
| FF | Hypo | 120 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.001 | 3.51 | [ | |
| FF/serum | Hypo | 100 invasive ductal carcinomas with matched normal and blood | MSP | Reduced overall survival | <0.01 | [ | ||
| FF | Hypo | 127 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.029 | 2.74 | [ | |
| FF | Hypo | 112 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.002 | 4.0 | [ | |
| FF | Hypo | 108 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.0005 | 3.68 | [ | |
| FF | Hypo | 119 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.0009 | 3.57 | [ | |
| FF | Hypo | 122 tumors, 11 normal (Indian cohort) | MOMA | Increased likelihood of relapse | 0.007 | 3.01 | [ |
aHazard ratio given where reported. FF, fresh frozen; FFPE, formalin-fixed paraffin-embedded; FNA, fine-needle aspirate; HR, hazard ratio; Hyper, hypermethylation; Hypo, hypomethylation; IA/CoBRA, infinium array/combined bisulfite restriction enzyme analysis; MOMA, methylation oligonucleotide analysis; MSP, methylation-specific polymerase chain reaction; NR, not reported; OR, odds ratio; Q-BSSeq, quantitative bisulphite sequencing; QM-PCR, quantitative methylation-specific polymerase chain reaction.
Figure 2Progression of the human mammary epithelial cell (HMEC) epigenome during growth. HMECs undergo a brief initial period of exponential growth followed by a temporary growth arrest termed selection/stasis. A subpopulation of vHMECs is able to escape this senescence and exhibit a second, longer period of exponential growth before becoming permanently arrested at agonescence. Much like during cancer progression, HMECs undergo a stepwise change in DNA methylation levels at selection/stasis and then again following the forced oncogene-induced escape from agonescence. vHMEC, variant human mammary epithelial cell.
Overlap of genes reported as hypermethylated in variant human mammary epithelial cells and as potential prognostic epigenetic markers in breast cancer
| Gene symbol | Methylation in vHMECs | Methylation in immortal vHMECs | Methylation in cancer | Association in cancer | ||
|---|---|---|---|---|---|---|
| NA | NA | Hyper | <0.003 | Hyper | Reduced time to distant metastasis and reduced metastasis-free survival | |
| Hyper | 0.001 | Hyper | <0.000006 | Hyper | Increased likelihood of relapse | |
| Hyper | 0.000002 | Hyper | <0.000009 | Hyper | Increased incidence of Relapse | |
| NA | NA | Hyper | 0.001 | Hyper | Reduced time to distant metastasis | |
| Hyper | <0.004 | Hyper | <0.004 | Hyper | Reduced recurrence-free survival | |
| Hyper | 0.00001 | Hyper | <0.000007 | Hyper | Reduced time to distant metastasis | |
| Hyper | <0.01 | Hyper | <0.008 | Hyper | Increased likelihood of relapse | |
| NA | NA | Hyper | <0.003 | Hyper/Hypo | Reduced time to distant metastasis | |
| Hyper | 0.004 | NA | NA | Hypo | Increased likelihood of relapse | |
| NA | NA | Hypo | 0.01 | Hypo | Increased likelihood of relapse | |
| NA | NA | Hyper | 0.001 | Hypo | Increased likelihood of relapse |
Hyper, hypermethylation; Hypo, hypomethylation; NA, not available; vHMEC, variant human mammary epithelial cell.