ICOS gene polymorphisms are associated with sporadic breast cancer: a case-control study
- Fengyan Xu†1, 2,
- Dalin Li†3,
- Qiujin Zhang1,
- Zhenkun Fu1,
- Jie Zhang1,
- Weiguang Yuan1, 2Email author,
- Shuang Chen1,
- Da Pang2, 3Email author and
- Dianjun Li1, 2Email author
© Xu et al; licensee BioMed Central Ltd. 2011
Received: 10 June 2011
Accepted: 15 September 2011
Published: 15 September 2011
Inducible costimulator (ICOS), a costimulatory molecular of the CD28 family, provides positive signal to enhance T cell proliferation. Its abnormal expression can disturb the immune response and entail an increased risk of cancer. To investigate whether single nucleotide polymorphisms (SNPs) in the ICOS gene are associated with sporadic breast cancer susceptibility and progression in Chinese women, a case-control study was conducted.
In the study cohort, we genotyped five SNPs (rs11889031, rs10932029, rs4675374, rs10183087 and rs10932037) in ICOS gene among 609 breast cancer patients and 665 age-matched healthy controls. Furthermore, the positive results were replicated in an independent validation cohort of 619 patients and 682 age-matched healthy controls. Polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was used to determine the genotypes.
In rs10932029, compared with TT genotype and T allele, the CT genotype and C allele showed a significantly increased risk of breast cancer (P = 0.030, OR = 1.467, 95% CI 1.037-2.077; P = 0.017, OR = 1.481, 95% CI 1.070-2.049, respectively), and the associations were also significant in the validation cohort (P = 0.002, OR = 1.693, 95% CI 1.211-2.357; P = 0.003, OR = 1.607, 95% CI 1.171-2.204, respectively). Haplotype analysis showed that CTCAC haplotype containing rs10932029 T allele had a lower frequency in cases than in controls (P = 0.015), whereas haplotype CCCAC containing rs10932029 C allele was more common in cases than in controls (P = 0.013). In the analysis of clinicopathologic features, rs11889031 CT genotype and T allele were associated with progesterone receptor (PR) status and lymph node metastasis, which were further supported by our validation cohort. Moreover, some haplotypes were associated with estrogen receptor (ER) and PR statuses.
These results indicate that ICOS gene polymorphisms may affect the risk of breast cancer and show that some SNPs are associated with breast cancer characteristics in a northern Chinese population.
Breast cancer is one of the most common malignant tumors contributing to the high mortality of females worldwide. The etiology of breast cancer is a complex combination of both environmental and genetic factors, so the determination of genetic polymorphism provided a new way to investigate the etiology of such complex genetic disease. Accordingly, significant associations have been demonstrated on some gene polymorphisms with breast cancer risk . So far, accumulating evidence convincingly emphasizes that the host immune system is involved in the regulation of cancer development and progression. T lymphocyte, whose function is central to the adaptive immune response, plays a critical role in immune surveillance of cancer cells [2, 3]. Therefore, the molecules, in particular the costimulatory ones, mediating regulation of T-cell activity may influence cancer susceptibility . Inducible costimulator (ICOS) molecule is a member of the CD28 family that generates indispensable secondary signals to determine the activation and development of the immune response.
The gene encoding ICOS is located on chromosome 2q33, which contains CD28 and CTLA-4, another two numbers of CD28 family. Not expressed by naive Th cells, ICOS is induced following T cell activation . Interaction between ICOS and its ligand (ICOS-L; CD275), a molecule highly expressed on B cells and dendritic cells, provides costimulatory signal to induce T cell proliferation, secretion of various cytokines and up-regulation of cell surface molecules . Blocking of ICOS with Abs or an ICOS-Ig fusion protein results in the inhibition of immune responses mediated by Th1 and Th2 [7, 8]. Furthermore, a recent research revealed that impaired function of CD4+ and CD8+ T cells were observed in ICOS-deficient patients .
Although the polymorphisms in ICOS gene have been extensively studied in various diseases, including cancers [10, 11], the association between ICOS gene polymorphisms and the risk of breast cancer remains unclear. To determine the key roles of ICOS in tumor immunity, we genotyped five potentially functional SNPs, including rs11889031, rs10932029 (IVS1+173), rs4675374, rs10183087 (c.602) and 10932037 (c.1624), and investigate their associations with both the risk and clinicopathologic features of breast cancer in Chinese women from Heilongjiang Province, northeast of China.
Clinicalpathologic features of breast cancer patients
Case no (%)
Case no (%)
TZ ≤ 2
2 < TZ ≤ 5
TZ > 5
DNA extraction and genotyping
Genomic DNA was extracted from frozen whole blood using the universal genomic DNA Extraction Kit VER.3.0 (TaKaRa, Japan). Genotyping was performed by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. The polymorphic region was amplified by PCR using a T-Gradient Thermoblock PCR System (Biometra, Germany) in a 25 ul reaction solution containing 0.3 ug genomic DNA, 2.5 ul 10× PCR buffer (Mg2+ plus), 0.2 ul dNTPs mixture, 2.5 U TaqDNA polymerase (TaKaRa, Japan) and 0.1 ul of each primer (Invitrogen, China). Primers sequences of each SNP were rs11889031 (F:5'-CAAACTGAGAAGCGAGAG-3', R:5'-ATAAGTTCTAGAGCTCAGGG-3'), rs10932029 (F:5'-CCTCTGGTATTTCTTTCTCTTC-3', R:5'-ACAGGTAACTCCAAGCAGG-3'), rs4675374 (F:5'-TGTTTCATCTTGTGCTGG-3', R: 5'-ACCATGCAGTTACCTTCC-3'), rs10183087 (F:5'-TATGAAAGGCAATGGAGAGG-3', R:5'-ATGATAGTGAAATGCGGACAG-3'), rs10932037 (F:5'-CATTATCTATGTTTTCATGGTATT-3', R:5'-AGGCTATCTTGAAGGGCCAG-3'). Annealing temperature were rs11889031 (58°C), rs10932029 (55.8°C), rs4675374 (56°C), rs10183087 (58°C) and rs10932037 (61°C). The lengths of PCR products were 586 bp (rs11889031), 317 bp (rs10932029), 301 bp (rs4675374), 520 bp (rs10183087) and 445 bp (rs10932037). The PCR products were digested with restriction enzymes (NEB, UK) according to the manufacturer's instruction and analyzed by 2% (rs11889031, rs10932029, rs4675374, rs10183087) and 4% (rs10932037) agarose gel electrophoresis (Additional file 1, Figure S1). Restriction enzymes of each SNP were XmnI (rs11889031), Ddel (rs10932029), Ddel (rs4675374), Hpy188III (rs10183087) and NlaIII (rs10932037). The digested fragments length of each SNP were rs11889031 (T: 401+185 bp, C: 586 bp), rs10932029 (C: 220+97 bp, T: 317 bp), rs4675374 (C:252+49 bp, T:301 bp), rs10183087 (C:283+133+104 bp, A:283+237 bp) and rs10932037 (C: 270+86+70+19 bp, T: 270+156+19 bp). In order to confirm the accuracy of genotyping results, 10% of the samples of each SNP were randomly selected to be tested twice by different persons. Furthermore, 3% random samples of each SNP were confirmed by direct sequencing, and the reproducibility of both was 100%. SNPs with suggestive statistical significance in the study cohort were replicated in an independent validation cohort to validate the results.
Genotype frequencies of five SNPs were tested for Hardy-Weinberg equilibrium (HWE). We used Haploview 4.1 to tag all common haplotypes and their frequencies in cases and controls. Associations between SNPs and breast cancer risk were estimated by odds ratio (OR) and 95% confidence interval (CI) using unconditional logistic regression with adjustment for age. Disease characteristics were compared in patient using the chi-square test and Fisher's exact test. Homozygotes for the major allele were the reference group, and then heterozygotes and minor allele homozygotes were compared with the reference group, respectively. All statistical tests were two-sided, and statistical significance was set at P < 0.05. Statistical analyses were performed using SPSS 16.0 software.
ICOSgene polymorphisms and the risk of breast cancer
Genotype and allele frequencies of ICOS polymorphisms and their associations with breast cancer risk
n = 609(%)
n = 665(%)
OR (95% CI)5
n = 619(%)
n = 682(%)
OR (95% CI)5
ICOS haplotype (rs11889031, rs10932029, rs4675374, rs10183087, rs10932037) frequencies in cases and controls
(n = 609)
(n = 665)
ICOSgene polymorphisms and clinicopathologic features
ICOS gene polymorphisms were also analyzed to establish their associations with clinicopathologic features, including lymph node metastasis, tumor size and the statuses of estrogen receptor (ER), progesterone receptor (PR), C-erbB-2 and P53. The positive results in our study cohort are shown in Table S1. In rs10932029, compared with TT genotype, the frequency of CT genotype was lower in C-erbB-2 positive cases than negative ones (P = 0.046), but this result failed to be confirmed in the validation cohort (Additional file 2, Table S1). In rs11889031, compared with CC genotype and C allele, CT genotype and T allele had lower frequencies in PR positive cases (P = 0.002; P = 0.017, respectively), furthermore, CT genotype and T allele had lower frequencies in lymph node involvement (P = 0.011; P = 0.038, respectively). And these positive results were also confirmed in our validation cohort (Additional file 2, Table S1). However, no statistical association was obtained between five SNPs and the tumor size, ER or P53 statuses.
We also analyzed the association between haplotypes and clinical features of cases. The frequency of CTCCC haplotype was higher in ER positive cases (P = 0.008) and the CTTAC haplotype had a lower frequency in both ER positive and PR positive cases (P = 0.034; P = 0.005, respectively). However, no significant association was observed between haplotypes and lymph node involvement, tumor size, C-erbB-2 or P53 statuses.
The etiology of breast cancer is complicated, in which the genetic factor plays an important role. Although high-penetrant susceptibility genes such as BRCA1 and BRCA2 demonstrate potent associations with the familiar breast cancer, many low-penetrant susceptibility genes predisposing to breast cancer remain to be elucidated. Previous studies showed that SNPs of Cytotoxic T lymphocyte antigen -4 (CTLA-4) and B and T lymphocyte attenuator (BTLA) might confer susceptibility to breast cancer, which suggests the critical role of costimulatory molecules in the development of breast cancer [12, 13]. In addition, CTLA-4 and ICOS are located within a stretch of 100 kb on chromosome 2q33. Treated with CTLA-4 blockade, ICOS expressed higher on CD4+ T cells from peripheral blood and tumor tissues of bladder cancer patients and this CD4+ICOShi T cell population produced higher IFN-γ, indicating that ICOS interacts with CTLA-4 and plays an important role in tumor immunity [14, 15]. Thus, we predicted that ICOS gene polymorphisms might also be related to the risk of breast cancer. In this study, we analyzed five potentially functional SNPs in ICOS gene, including rs11889031C/T in promotor, rs10932029 C/T and rs4675374C/T in the intron1, rs10183087A/C and rs10932037 C/T in the 3'-untranslating region (UTR), and determine their associations with breast cancer. Here, we first report that some of the alleles, genotypes and haplotypes of the above SNPs are associated with the risk and clinicopathological features of breast cancer.
This case-control study on the variants in the ICOS gene revealed that only rs10932029 may confer susceptibility to breast cancer. The association between rs10932029 C/T and breast cancer risk found in the study cohort was also observed in the validation cohort. Patients carrying rs10932029 CT genotype and C allele had an increased risk of breast cancer, which indicates that CT genotype and C allele may play risk roles in breast cancer. Rs10932029 C/T and rs4675374 C/T are both located in intron1 of ICOS. Introns are important for mRNA processing and transporting. Many studies have demonstrated the presence of regulatory elements and splicing control elements in mammalian introns, particularly in the first intron. Moreover, mutations occurring in introns can induce the aberrant splicing due to the disruption of splicing enhancers and alteration of the pre-mRNA, as a result, impair the translation efficiency [16–18]. Rs10932029 is a well studied variant in some diseases. Interestingly, one study demonstrated that this SNP could influence the expression of CTLA4 isoforms , but later study could not confirm this conclusion . Although a correlation between rs10932029 and breast cancer risk was ascertained in our study, the mechanism underlying this result is not immediately evident. The potential explanation might be concluded as follows. Firstly, this polymorphism might regulate ICOS mRNA processing and translation. Secondly, CT genotype and C allele might down-regulate the ICOS expression and then increase the breast cancer risk. However, rs4675374 located in the same intron did not show any association with the risk of breast cancer.
Allelic variants located in the promoter region may change the motif of functional DNA binding sites and thereby affect their affinities for the relevant transcription factors. Notably, with a location in the promoter region, rs11889031 is situated in the NF-κB binding site . However, although this potentially functional variant may affect the function of the gene, our data did not show any association between this SNP and the risk of breast cancer.
Rs10183087 A/C and rs10932037 C/T are both located in the 3'-UTR of the ICOS. Multiple regulatory elements in 3'-UTR can affect mRNA stability and degradation as well as nuclear export . Using the PupaSuite software , rs10183087 is speculated to be located in the exonic splicing enhancers(ESE), so it may influence mRNA splicing, eventually, affect protein function. One previous study showed that rs10183087 was associated with delayed graft function , but no relation was found in malignant melanoma susceptibility . Our study also did not show any statistical significant association between this SNP and the risk of breast cancer. Therefore, whether this SNP affect ICOS function needs to be further studied. Additionally, rs10932037A/C was located in a MicroRNA-binding site. Altering the strength of miRNA binding, SNPs in 3'UTR targeted by miRNAs were associated with the risk of breast cancer [25, 26]. In line with this hypothesis, one study had verified that rs10932037 can regulate the expression of ICOS mRNA . However, we failed to find the association between rs10932037 and the susceptibility to breast cancer. The correlation between rs10932037 and genetic susceptibility to a variety of diseases has been widely studied, but the results were inconsistent. Rs10932037 was proposed to be associated with kidney graft survival and the outcome of hematopoietic stem cell transplantation (HSCT) [24, 27], but another study about gastric mucosa-associated lymphoid tissue lymphoma did not show any significant association . Considering the minor allele frequency of rs10932037 was 2.53% in controls, further study using a large sample size is needed to confirm this association.
We further analyzed the association between haplotypes and the risk of breast cancer. We found that CTCAC haplotype containing rs10932029 T allele appeared to be protective against breast cancer, whereas CCCAC haplotype containing rs10932029 C allele may be a risk factor in breast cancer. This result also highlighted the important role for rs10932029.
In addition, we found that ICOS gene polymorphisms were associated with clinicopathologic features of breast cancer patients. For rs10932029, a correlation was found between it and C-erbB-2 status in the study cohort, but no relation was found in the validation cohort. As it is known, the over-expression of C-erbB-2 can lead to insensitive endocrine treatment, the recurrence and metastasis of tumor, resulting in poor prognosis and overall survival [28, 29]. Nevertheless, in consideration of the converse results in two independent cohorts, whether rs10932029 was associated with C-erbB-2 status needs to be further investigated. We also found that rs11889031 was associated with PR status and lymph node metastasis in both study and validation cohorts. The expression of ER or PR has long been regarded as predictive markers of breast cancer endocrine therapy [30, 31]. Moreover, cases of positive lymph node metastasis have higher mortality . So our data indicate that genotypes and alleles in rs11889031 may be important in forecasting the prognosis of breast cancer.
In the analysis of the association between haplotypes and clinicopathlogical features, we observed that CTTAC and CTCCC haplotypes were associated with ER expression, and CTTAC haplotype showed a correlation with the status of PR. Therefore, these two haplotypes may provide valuable prognostic information for the survival of breast cancer patients.
This study first established that SNPs in the ICOS gene may affect breast cancer risk and some SNPs were also associated with clinical characteristics of breast cancer in Chinese women from northeast of China. However, studies focusing on other critical polymorphisms in different populations and investigations of biological functions of ICOS gene polymorphisms remain to be further conducted.
Polymerase chain reaction-restriction fragment length polymorphism
Single nucleotide polymorphisms
This study was supported by a grant from the National Natural Science Foundation of China (31070780) and the Major Project of Technology Department, Heilongjiang Province (GB05C402). We thank all patients and healthy volunteers for providing blood samples. We are grateful to the collaboration received from the participating hospitals and their staff.
- Easton DF, Pooley KA, Dunning AM, Pharoah PD, Thompson D, Ballinger DG, Struewing JP, Morrison J, Field H, Luben R, et al: Genome-wide association study identifies novel breast cancer susceptibility loci. Nature. 2007, 447 (7148): 1087-1093. 10.1038/nature05887.View ArticlePubMedPubMed CentralGoogle Scholar
- Dunn GP, Bruce AT, Ikeda H, Old LJ, Schreiber RD: Cancer immunoediting: from immunosurveillance to tumor escape. Nat Immunol. 2002, 3 (11): 991-998. 10.1038/ni1102-991.View ArticlePubMedGoogle Scholar
- Whiteside TL: Immune responses to malignancies. J Allergy Clin Immunol. 125 (2 Suppl 2): S272-283.
- Driessens G, Kline J, Gajewski TF: Costimulatory and coinhibitory receptors in anti-tumor immunity. Immunol Rev. 2009, 229 (1): 126-144. 10.1111/j.1600-065X.2009.00771.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Hutloff A, Dittrich AM, Beier KC, Eljaschewitsch B, Kraft R, Anagnostopoulos I, Kroczek RA: ICOS is an inducible T-cell co-stimulator structurally and functionally related to CD28. Nature. 1999, 397 (6716): 263-266. 10.1038/16717.View ArticlePubMedGoogle Scholar
- Dong C, Juedes AE, Temann UA, Shresta S, Allison JP, Ruddle NH, Flavell RA: ICOS co-stimulatory receptor is essential for T-cell activation and function. Nature. 2001, 409 (6816): 97-101. 10.1038/35051100.View ArticlePubMedGoogle Scholar
- Gonzalo JA, Tian J, Delaney T, Corcoran J, Rottman JB, Lora J, Al-garawi A, Kroczek R, Gutierrez-Ramos JC, Coyle AJ: ICOS is critical for T helper cell-mediated lung mucosal inflammatory responses. Nat Immunol. 2001, 2 (7): 597-604. 10.1038/89739.View ArticlePubMedGoogle Scholar
- Rottman JB, Smith T, Tonra JR, Ganley K, Bloom T, Silva R, Pierce B, Gutierrez-Ramos JC, Ozkaynak E, Coyle AJ: The costimulatory molecule ICOS plays an important role in the immunopathogenesis of EAE. Nat Immunol. 2001, 2 (7): 605-611. 10.1038/89750.View ArticlePubMedGoogle Scholar
- Takahashi N, Matsumoto K, Saito H, Nanki T, Miyasaka N, Kobata T, Azuma M, Lee SK, Mizutani S, Morio T: Impaired CD4 and CD8 effector function and decreased memory T cell populations in ICOS-deficient patients. J Immunol. 2009, 182 (9): 5515-5527. 10.4049/jimmunol.0803256.View ArticlePubMedGoogle Scholar
- Cheng TY, Lin JT, Chen LT, Shun CT, Wang HP, Lin MT, Wang TE, Cheng AL, Wu MS: Association of T-cell regulatory gene polymorphisms with susceptibility to gastric mucosa-associated lymphoid tissue lymphoma. J Clin Oncol. 2006, 24 (21): 3483-3489. 10.1200/JCO.2005.05.5434.View ArticlePubMedGoogle Scholar
- Bouwhuis MG, Gast A, Figl A, Eggermont AM, Hemminki K, Schadendorf D, Kumar R: Polymorphisms in the CD28/CTLA4/ICOS genes: role in malignant melanoma susceptibility and prognosis?. Cancer Immunol Immunother. 2010, 59 (2): 303-312. 10.1007/s00262-009-0751-2.View ArticlePubMedGoogle Scholar
- Ghaderi A, Yeganeh F, Kalantari T, Talei AR, Pezeshki AM, Doroudchi M, Dehaghani AS: Cytotoxic T lymphocyte antigen-4 gene in breast cancer. Breast Cancer Res Treat. 2004, 86 (1): 1-7. 10.1023/B:BREA.0000032918.89120.8e.View ArticlePubMedGoogle Scholar
- Fu Z, Li D, Jiang W, Wang L, Zhang J, Xu F, Pang D, Li D: Association of BTLA gene polymorphisms with the risk of malignant breast cancer in Chinese women of Heilongjiang Province. Breast Cancer Res Treat. 2010, 120 (1): 195-202. 10.1007/s10549-009-0462-6.View ArticlePubMedGoogle Scholar
- Chen H, Liakou CI, Kamat A, Pettaway C, Ward JF, Tang DN, Sun J, Jungbluth AA, Troncoso P, Logothetis C, et al: Anti-CTLA-4 therapy results in higher CD4+ICOShi T cell frequency and IFN-gamma levels in both nonmalignant and malignant prostate tissues. Proc Natl Acad Sci USA. 2009, 106 (8): 2729-2734. 10.1073/pnas.0813175106.View ArticlePubMedPubMed CentralGoogle Scholar
- Liakou CI, Kamat A, Tang DN, Chen H, Sun J, Troncoso P, Logothetis C, Sharma P: CTLA-4 blockade increases IFNgamma-producing CD4+ICOShi cells to shift the ratio of effector to regulatory T cells in cancer patients. Proc Natl Acad Sci USA. 2008, 105 (39): 14987-14992. 10.1073/pnas.0806075105.View ArticlePubMedPubMed CentralGoogle Scholar
- Balvay L, Libri D, Fiszman MY: Pre-mRNA secondary structure and the regulation of splicing. Bioessays. 1993, 15 (3): 165-169. 10.1002/bies.950150304.View ArticlePubMedGoogle Scholar
- Majewski J, Ott J: Distribution and characterization of regulatory elements in the human genome. Genome Res. 2002, 12 (12): 1827-1836. 10.1101/gr.606402.View ArticlePubMedPubMed CentralGoogle Scholar
- Baralle D, Baralle M: Splicing in action: assessing disease causing sequence changes. J Med Genet. 2005, 42 (10): 737-748. 10.1136/jmg.2004.029538.View ArticlePubMedPubMed CentralGoogle Scholar
- Kaartinen T, Lappalainen J, Haimila K, Autero M, Partanen J: Genetic variation in ICOS regulates mRNA levels of ICOS and splicing isoforms of CTLA4. Mol Immunol. 2007, 44 (7): 1644-1651. 10.1016/j.molimm.2006.08.010.View ArticlePubMedGoogle Scholar
- Berry A, Tector M, Oaks MK: Lack of association between sCTLA-4 levels in human plasma and common CTLA-4 polymorphisms. J Negat Results Biomed. 2008, 7: 8-10.1186/1477-5751-7-8.View ArticlePubMedPubMed CentralGoogle Scholar
- Haaning Andersen AD, Lange M, Lillevang ST: Allelic variation of the inducible costimulator (ICOS) gene: detection of polymorphisms, analysis of the promoter region, and extended haplotype estimation. Tissue Antigens. 2003, 61 (4): 276-285. 10.1034/j.1399-0039.2003.00019.x.View ArticlePubMedGoogle Scholar
- Hughes TA: Regulation of gene expression by alternative untranslated regions. Trends Genet. 2006, 22 (3): 119-122. 10.1016/j.tig.2006.01.001.View ArticlePubMedGoogle Scholar
- Conde L, Vaquerizas JM, Dopazo H, Arbiza L, Reumers J, Rousseau F, Schymkowitz J, Dopazo J: PupaSuite: finding functional single nucleotide polymorphisms for large-scale genotyping purposes. Nucleic Acids Res. 2006, 34: W621-625. 10.1093/nar/gkl071.View ArticlePubMedPubMed CentralGoogle Scholar
- Haimila K, Turpeinen H, Alakulppi NS, Kyllonen LE, Salmela KT, Partanen J: Association of genetic variation in inducible costimulator gene with outcome of kidney transplantation. Transplantation. 2009, 87 (3): 393-396. 10.1097/TP.0b013e318192897a.View ArticlePubMedGoogle Scholar
- Betel D, Wilson M, Gabow A, Marks DS, Sander C: The microRNA.org resource: targets and expression. Nucleic Acids Res. 2008, 36: D149-153.View ArticlePubMedGoogle Scholar
- Brendle A, Lei H, Brandt A, Johansson R, Enquist K, Henriksson R, Hemminki K, Lenner P, Forsti A: Polymorphisms in predicted microRNA-binding sites in integrin genes and breast cancer: ITGB4 as prognostic marker. Carcinogenesis. 2008, 29 (7): 1394-1399. 10.1093/carcin/bgn126.View ArticlePubMedGoogle Scholar
- Wu J, Tang JL, Wu SJ, Lio HY, Yang YC: Functional polymorphism of CTLA-4 and ICOS genes in allogeneic hematopoietic stem cell transplantation. Clin Chim Acta. 2009, 403 (1-2): 229-233. 10.1016/j.cca.2009.03.037.View ArticlePubMedGoogle Scholar
- Beenken SW, Grizzle WE, Crowe DR, Conner MG, Weiss HL, Sellers MT, Krontiras H, Urist MM, Bland KI: Molecular biomarkers for breast cancer prognosis: coexpression of c-erbB-2 and p53. Ann Surg. 2001, 233 (5): 630-638. 10.1097/00000658-200105000-00006.View ArticlePubMedPubMed CentralGoogle Scholar
- Pritchard KI, Shepherd LE, O'Malley FP, Andrulis IL, Tu D, Bramwell VH, Levine MN: HER2 and responsiveness of breast cancer to adjuvant chemotherapy. N Engl J Med. 2006, 354 (20): 2103-2111. 10.1056/NEJMoa054504.View ArticlePubMedGoogle Scholar
- Group EBCTC: Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: an overview of the randomised trials. Lancet. 2005, 365 (9472): 1687-1717.View ArticleGoogle Scholar
- Rakha EA, El-Sayed ME, Green AR, Paish EC, Powe DG, Gee J, Nicholson RI, Lee AH, Robertson JF, Ellis IO: Biologic and clinical characteristics of breast cancer with single hormone receptor positive phenotype. J Clin Oncol. 2007, 25 (30): 4772-4778. 10.1200/JCO.2007.12.2747.View ArticlePubMedGoogle Scholar
- Soerjomataram I, Louwman MW, Ribot JG, Roukema JA, Coebergh JW: An overview of prognostic factors for long-term survivors of breast cancer. Breast Cancer Res Treat. 2008, 107 (3): 309-330. 10.1007/s10549-007-9556-1.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2407/11/392/prepub
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