To the Editor
BRCAx familial breast cancer refers to the familial breast cancer without known germline predispositions, they account for 60–65% of familial breast cancer cases (1). BRCAx familial breast cancer is not a homologous disease entity but composed of more homogenous subtypes, as reflected by the differences in histological grade, morphology, status of ER, PR and HER2/neu, basal phenotype (CK5/6, CK14, SMA, EGFR) and genetic sequences (2–12). Precise classification of BRCAx familial breast cancer into more homogeneous subtypes can allow better understanding genetic causes and developing targeted clinical treatment for the disease. Due to the lack of specific genetic markers, however, it is difficult to classify the disease further. Clinically, BRCAx breast cancer is diagnosed and treated as a single disease (13).
LOH has high specificity. However, its potential as specific markers for disease classification is limited due to its small numbers identifiable by traditional cytogenetic method (14). In order to use LOH as the marker, the number of LOH candidates needs to be substantially increased.
Molecular classification of complex disease is considered as promising (15), as it provides the repertoire of much larger number of potential candidates than conventional approaches do. Previous studies showed that single-base LOH can be used to classify highly heterogeneous diseases (16). We tested the possibility of using single-base LOH to classify BRCAx familial breast cancer. We performed the analysis in three steps: 1) Applying exome sequencing method to comprehensively identify the genetic changes enriched in the coding regions in the genome. We performed exome sequencing in paired blood and tumor of nine BRCAx familial breast cancer cases. All cases were tested with no pathogenic mutation in BRCA1 and BRCA2. The cancer tissues were diagnosed as invasive ductal carcinoma and ductal carcinoma in situ, with different TNM stages, grade, and different status of ER, PR, and HER2/Neu (Table 1A); 2) Identifying single-base LOHs. Through comprehensive bioinformatics data analysis, we identified the germline variants in blood DNA and somatic mutations in cancer tissues located at the same position between blood cells and cancer tissues. From them, we identified the single-base LOHs on the condition of heterozygote in blood DNA but homozygote in the paired tumor at the same position (Table 1B); and 3) Identifying the single-base LOHs shared between multiple BRCAx familial breast cancer cases. Those LOHs were distributed in exon, intron, 5′ UTR and 3′ UTR, and intergenic locations. They were highly reliable as 95% (774/812) are listed in dbSNP database with assigned SNP ID and 95% (98/103) randomly selected candidates were validated as true single-base LOH by Sanger sequencing. From the identified single-base LOHs, we identified 812 shared LOHs, including 2 shared between 4, 12 shared between 12, and 798 shared between 2 cases (Table 1C).
Table 1.
Summary of the data from the study
| A. Information of the BRCAx cases used in the study
| ||||||||
|---|---|---|---|---|---|---|---|---|
| Gender | Age | Race | Pathology diagnosis | TNM stage | Grade | ER | PR | HER2/Neu |
| F | 64 | White | Invasive Ductal Carcinoma | IIA | 2/3 | − | − | + |
| F | 46 | White | Invasive Ductal Carcinoma | I | 3/3 | + | − | + |
| F | 49 | White | Invasive Ductal Carcinoma | I | 1/3 | + | + | − |
| F | 50 | White | Invasive Ductal Carcinoma | IIA | 3/3 | + | − | + |
| F | 47 | Native indian | Invasive Ductal Carcinoma | I | 2/3 | + | + | − |
| F | 56 | White | Invasive Ductal Carcinoma | II | 3/3 | − | − | + |
| F | 34 | White | Invasive Ductal Carcinoma | IIA | 3/3 | − | − | − |
| F | 60 | White | Ductal carcinoma in situ | 0 | 3/3 | − | N/A | N/A |
| F | 74 | White | Ductal carcinoma in situ | 0 | 3/3 | − | − | N/A |
| B. |
|
| C. Shared single-base LOH and their distributions
| |
|---|---|
| Location | Number of LOH |
| Exonic | 218 |
| Intergenic | 114 |
| Intronic | 233 |
| ncRNA_exonic | 45 |
| ncRNA_intronic | 32 |
| ncRNA_UTR3 | 4 |
| 3′ UTR | 135 |
| 5′ UTR | 17 |
| Upstream | 9 |
| Downstream | 5 |
| Shared cases | |
| 4 | 2 |
| 3 | 12 |
| 2 | 798 |
Our study demonstrates the presence of rich single-base LOHs shared between multiple cases, and the promising potential of using single-based LOHs as markers to further classify BRCAx familial breast cancer. While our study provides a proof-of-principle in using nine cases as the model, more cases are needed to determine specific single-base LOH markers to classify the disease into more homogeneous subtypes.
Acknowledgments
Authors acknowledge the use of the Breast Cancer Collaborative Registry developed and maintained by the University of Nebraska Medical Center Biomedical Informatics Core at the Fred & Pamela Buffett Cancer Center. The study was supported by a pilot grant from Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center and an NIH grant CA180008 (SMW).
Footnotes
Conflicts of Interests
The authors declare that they have no competing interests.
References
- 1.Ghoussaini M, Pharoah PD, Easton DF. Inherited genetic susceptibility to breast cancer: the beginning of the end or the end of the beginning? Am J Pathol. 2013;183:1038–1051. doi: 10.1016/j.ajpath.2013.07.003. [DOI] [PubMed] [Google Scholar]
- 2.Honrado E, Osorio A, Milne RL, et al. Immunohistochemical classification of non-BRCA1/2 tumors identifies different groups that demonstrate the heterogeneity of BRCAX families. Mod Pathol. 2007;20:1298–306. doi: 10.1038/modpathol.3800969. [DOI] [PubMed] [Google Scholar]
- 3.Palacios J, Honrado E, Osorio A, et al. Immunohistochemical characteristics defined by tissue microarray of hereditary breast cancer not attributable to BRCA1 or BRCA2 mutations: differences from breast carcinomas arising in BRCA1 and BRCA2 mutation carriers. Clin Cancer Res. 2003;9:3606–3614. [PubMed] [Google Scholar]
- 4.Fernández-Ramires R, Gómez G, Muñoz-Repeto I, et al. Transcriptional characteristics of familial non-BRCA1/BRCA2 breast tumors. Int J Cancer. 2011;128:2635–2644. doi: 10.1002/ijc.25603. [DOI] [PubMed] [Google Scholar]
- 5.Mangia A, Chiarappa P, Tommasi S, et al. Genetic heterogeneity by comparative genomic hybridization in BRCAx breast cancers. Cancer Genet Cytogenet. 2008;182:75–83. doi: 10.1016/j.cancergencyto.2008.01.002. [DOI] [PubMed] [Google Scholar]
- 6.Oldenburg RA, Kroeze-Jansema K, Meijers-Heijboer H, et al. Characterization of familial non-BRCA1/2 breast tumors by loss of heterozygosity and immunophenotyping. Clin Cancer Res. 2006;12:1693–1700. doi: 10.1158/1078-0432.CCR-05-2230. [DOI] [PubMed] [Google Scholar]
- 7.Tanic M, Andrés E, Rodriguez-Pinilla SM, et al. MicroRNA-based molecular classification of non-BRCA1/2 hereditary breast tumours. Br J Cancer. 2013;109:2724–2734. doi: 10.1038/bjc.2013.612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Lakhani SR, Gusterson BA, Jacquemier J, et al. The pathology of familial breast cancer: histological features of cancers in families not attributable to mutations in BRCA1 or BRCA2. Clin Cancer Res. 2000;6:782–789. [PubMed] [Google Scholar]
- 9.Melchor L, Honrado E, García MJ, et al. Distinct genomic aberration patterns are found in familial breast cancer associated with different immunohistochemical subtypes. Oncogene. 2008;27:3165–3175. doi: 10.1038/sj.onc.1210975. [DOI] [PubMed] [Google Scholar]
- 10.Lakhani SR, Reis-Filho JS, Fulford L, et al. Prediction of BRCA1 status in patients with breast cancer using estrogen receptor and basal phenotype. Clin Cancer Res. 2005;11:5175–5180. doi: 10.1158/1078-0432.CCR-04-2424. [DOI] [PubMed] [Google Scholar]
- 11.Didraga MA, van Beers EH, Joosse SA, et al. A non-BRCA1/2 hereditary breast cancer sub-group defined by aCGH profiling of genetically related patients. Breast Cancer Res Treat. 2011;130:425–436. doi: 10.1007/s10549-011-1357-x. [DOI] [PubMed] [Google Scholar]
- 12.Arnold JM, Choong DY, Thompson ER, et al. Frequent somatic mutations of GATA3 in non-BRCA1/BRCA2 familial breast tumors, but not in BRCA1-, BRCA2- or sporadic breast tumors. Breast Cancer Res Treat. 2010;119:491–496. doi: 10.1007/s10549-008-0269-x. [DOI] [PubMed] [Google Scholar]
- 13.Da Silva L, Lakhani SR. Pathology of hereditary breast cancer. Mod Pathol. 2010;23(Suppl 2):S46–51. doi: 10.1038/modpathol.2010.37. [DOI] [PubMed] [Google Scholar]
- 14.Osorio A, de la Hoya M, Rodríguez-López R, et al. Loss of heterozygosity analysis at the BRCA loci in tumor samples from patients with familial breast cancer. Int J Cancer. 2002;99:305–309. doi: 10.1002/ijc.10337. [DOI] [PubMed] [Google Scholar]
- 15.Topol EJ. Individualized medicine from prewomb to tomb. Cell. 2014;157:241–253. doi: 10.1016/j.cell.2014.02.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Huijsmans CJ, Poodt J, Damen J, et al. Single nucleotide polymorphism (SNP)-based loss of heterozygosity (LOH) testing by real time PCR in patients suspect of myeloproliferative disease. PLoS One. 2012;7:e38362. doi: 10.1371/journal.pone.0038362. [DOI] [PMC free article] [PubMed] [Google Scholar]
