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1.
Clin Cancer Res ; 23(15): 4203-4211, 2017 Aug 01.
Article in English | MEDLINE | ID: mdl-28533226

ABSTRACT

Background: Preclinical evidence indicates that increased insulin-like growth factor receptor-1 (IGF1R) signaling interferes with the action of trastuzumab suggesting a possible mechanism of trastuzumab resistance. Thus, we evaluated IGF1R prevalence, relationship with demographic data, and association with disease-free survival (DFS) of patients randomized to chemotherapy alone (Arm A) or chemotherapy with sequential (Arm B) or concurrent trastuzumab (Arm C) in the prospective phase III HER2+ adjuvant N9831 trial.Experimental Design: IGF1R protein expression was determined in tissue microarray sections (three cores per block; N = 1,197) or in whole tissue sections (WS; N = 537) using IHC (rabbit polyclonal antibody against IGF1R ß-subunit). A tumor was considered positive (IGF1R+) if any core or WS had ≥1+ membrane staining in >0% invasive cells. Median follow-up was 8.5 years.Results: Of 1,734 patients, 708 (41%) had IGF1R+ breast tumors. IGF1R+ was associated with younger age (median 48 vs. 51, P = 0.007), estrogen receptor/progesterone receptor positivity (78% vs. 35%, P < 0.001), nodal positivity (89% vs. 83%, P < 0.001), well/intermediate grade (34% vs. 24%, P < 0.001), tumors ≥2 cm (72% vs. 67%, P = 0.02) but not associated with race or tumor histology. IGF1R did not affect DFS within arms. Between Arms A and C, patients with IGF1R+ and IGF1R- tumors had DFS HRs of 0.48 (P ≤ 0.001) and 0.68 (P = 0.009), respectively (Pinteraction = 0.17). Between Arms A and B, patients with IGF1R+ and IGF1R- tumors had DFS HRs of 0.83 (P = 0.25) and 0.69 (P = 0.01), respectively (Pinteraction = 0.42).Conclusions: In contrast to preclinical studies that suggest a decrease in trastuzumab sensitivity in IGF1R+ tumors, our adjuvant data show benefit of adding trastuzumab for patients with either IGF1R+ and IGF1R- breast tumors. Clin Cancer Res; 23(15); 4203-11. ©2016 AACR.


Subject(s)
Breast Neoplasms/drug therapy , Drug Resistance, Neoplasm/genetics , Receptors, Somatomedin/genetics , Trastuzumab/administration & dosage , Adult , Aged , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Middle Aged , Neoplasm Staging , Receptor, ErbB-2/genetics , Receptor, IGF Type 1 , Receptors, Estrogen/genetics , Receptors, Progesterone/genetics , Trastuzumab/adverse effects
2.
J Clin Oncol ; 33(7): 701-8, 2015 Mar 01.
Article in English | MEDLINE | ID: mdl-25605861

ABSTRACT

PURPOSE: To develop a genomic signature that predicts benefit from trastuzumab in human epidermal growth factor receptor 2-positive breast cancer. PATIENTS AND METHODS: DASL technology was used to quantify mRNA in samples from 1,282 patients enrolled onto the Combination Chemotherapy With or Without Trastuzumab in Treating Women With Breast Cancer (North Central Cancer Treatment Group N9831 [NCCTG-N9831]) adjuvant trastuzumab trial. Cox proportional hazard ratios (HRs), adjusted for significant clinicopathologic risk factors, were used to determine the association of each gene with relapse-free survival (RFS) for 433 patients who received chemotherapy alone (arm A) and 849 patients who received chemotherapy plus trastuzumab (arms B and C). Network and pathway analyses were used to identify key biologic processes linked to RFS. The signature was built by using a voting scheme. RESULTS: Network and functional ontology analyses suggested that increased RFS was linked to a subset of immune function genes. A voting scheme model was used to define immune gene enrichment based on the expression of any nine or more of 14 immune function genes at or above the 0.40 quantile for the population. This model was used to identify immune gene-enriched tumors in arm A and arms B and C. Immune gene enrichment was linked to increased RFS in arms B and C (HR, 0.35; 95% CI, 0.22 to 0.55; P < .001), whereas arm B and C patients who did not exhibit immune gene enrichment did not benefit from trastuzumab (HR, 0.89; 95% CI, 0.62 to 1.28; P = .53). Enriched immune function gene expression as defined by our predictive signature was not associated with increased RFS in arm A (HR, 0.90; 95% CI, 0.60 to 1.37; P = .64). CONCLUSION: Increased expression of a subset of immune function genes may provide a means of predicting benefit from adjuvant trastuzumab.


Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Breast Neoplasms/genetics , Breast Neoplasms/immunology , Molecular Targeted Therapy , Receptor, ErbB-2/analysis , Adult , Aged , Breast Neoplasms/chemistry , Chemotherapy, Adjuvant , DNA, Neoplasm/analysis , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Genomics , Humans , Kaplan-Meier Estimate , Middle Aged , Molecular Targeted Therapy/methods , Proportional Hazards Models , Transcriptome , Trastuzumab
3.
Breast Cancer Res Treat ; 143(3): 485-92, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24395109

ABSTRACT

Choice of therapy for breast cancer relies on human epidermal growth factor receptor-2 (HER2) and estrogen receptor α (ER) status. Before randomization in the phase III Adjuvant Lapatinib and/or Trastuzumab Treatment Optimisation (ALTTO) trial for HER2-positive disease, HER2 and ER were centrally reviewed by Mayo Clinic (Rochester, MN, and Scottsdale, AZ) for North America and by the European Institute of Oncology (IEO; Milan, Italy) for the rest of world (except China). Discordance rates (local vs. central review) differed between Mayo and IEO. Among locally HER2-positive cases, 5.8 % (Mayo) and 14.5 % (IEO) were centrally HER2 negative. Among locally ER-positive cases, 16.2 % (Mayo) and 4.2 % (IEO) were centrally ER-negative. Among locally ER-negative cases, 3.4 % (Mayo) and 21.4 % (IEO) were centrally ER-positive. We, therefore, performed a ring study to identify features contributing to these differing discordance rates. Mayo and IEO exchanged slides for 25 HER2 and 35 ER locally/centrally discordant cases. Both laboratories performed IHC and FISH for HER2 using the HercepTest(®) and PathVysion HER2 DNA probe kit/HER2/centromere 17 probe mixture. IHC for ER was tested centrally using the monoclonal ER 1D5 antibody (Mayo) or the DAKO cocktail of ER 1D5 and 2.123 antibodies (IEO). Mayo and IEO confirmed the central HER2-negative result in 100 % of 25 cases. Mayo and IEO confirmed the central ER result in 29 (85 %) of 34 evaluable cases. The five Mayo-negative/IEO-positive cases were ER-positive when retested at Mayo using the DAKO ER cocktail. In this ring study, ALTTO ineligibility did not change when HER2 testing was performed by either IEO or Mayo central laboratories. However, a dual antibody ER assay had fewer false-negative test results than an assay with a single antibody, and there was more discordance between the two ER reagents than has been previously reported. Using even slightly different assay methods yielded different results, even between experienced central laboratories.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Estrogen Receptor alpha/genetics , Receptor, ErbB-2/genetics , Antibodies, Monoclonal, Humanized/administration & dosage , Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , Early Detection of Cancer , Estrogen Receptor alpha/metabolism , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Italy , Lapatinib , Quinazolines/administration & dosage , Receptor, ErbB-2/metabolism , Trastuzumab
4.
Clin Cancer Res ; 19(20): 5798-807, 2013 Oct 15.
Article in English | MEDLINE | ID: mdl-23965903

ABSTRACT

PURPOSE: This study investigated the association between tumor MYC protein expression and disease-free survival (DFS) of patients randomized to receive chemotherapy alone (Arm A) or chemotherapy with sequential (Arm B) or concurrent trastuzumab (Arm C) in the N9831 (Alliance) adjuvant HER2(+) trastuzumab breast cancer trial. EXPERIMENTAL DESIGN: This analysis included 1,736 patients randomized to Arms A, B, and C on N9831. Nuclear MYC protein expression was determined in tissue microarray sections containing three biopsies per patient or whole tissue sections using standard immunohistochemistry (clone 9E10). A tumor was considered positive for MYC protein overexpression (MYC(+)) if the nuclear 3+ staining percentage was more than 30%. RESULTS: Five hundred and seventy-four (33%) tumors were MYC(+). MYC(+) was associated with hormone receptor positivity (χ(2), P = 0.006), tumors 2 cm or more (χ(2), P = 0.02), and a higher rate of nodal positivity (χ(2), P < 0.001). HRs for DFS (median follow-up: 6.1 years) for Arm C versus A were 0.52 (P = 0.006) and 0.65 (P = 0.006) for patients with MYC(+) and MYC(-) tumors, respectively (P(interaction) = 0.40). For Arm B versus A, HRs for patients with MYC(+) and MYC(-) tumors were 0.79 (P = 0.21) and 0.74 (P = 0.04), respectively (P(interaction) = 0.71). For Arm C versus B, HRs for patients with MYC(+) and MYC(-) tumors were 0.56 (P = 0.02) and 0.89 (P = 0.49), respectively (P(interaction) = 0.17). CONCLUSIONS: Our data do not support an impact of tumor MYC protein expression on differential benefit from adjuvant trastuzumab.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/mortality , Proto-Oncogene Proteins c-myc/metabolism , Receptor, ErbB-2/metabolism , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Chemotherapy, Adjuvant , Female , Humans , Immunohistochemistry , Middle Aged , Neoplasm Staging , Proto-Oncogene Proteins c-myc/genetics , Risk Factors , Trastuzumab , Treatment Outcome , Young Adult
5.
Cancer ; 119(15): 2675-82, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23744760

ABSTRACT

BACKGROUND: Increased soluble human epidermal growth factor receptor 2 (sHER2) is an indicator of a poor prognosis in HER2-positive metastatic breast cancer. In this study, the authors evaluated levels of sHER2 during treatment and at the time of disease recurrence in the adjuvant North Central Cancer Treatment Group N9831 clinical trial. METHODS: The objectives were to describe sHER2 levels during treatment and at the time of recurrence in patients who were randomized to treatment arms A (standard chemotherapy), B (standard chemotherapy with sequential trastuzumab), and C (standard chemotherapy with concurrent trastuzumab). Baseline samples were available from 2318 patients, serial samples were available from 105 patients, and recurrence samples were available from 124 patients. The cutoff sHER2 value for the assay was 15 ng/mL. Statistical methods included repeated measures linear models, Wilcoxon rank-sum tests, and Cox regression models. RESULTS: There were differences between groups in terms of age, menopausal status, and hormone receptor status. Within treatment arms A, B, and C, patients who had baseline sHER2 levels ≥15 ng/mL had worse disease-free survival than patients who had baseline sHER2 levels <15 ng/mL (arm A: hazard ratio, 1.81; P = .0014; arm B: hazard ratio, 2.08; P = .0015; arm C: hazard ratio, 1.96; P = .01). Among the 124 patients who experienced disease recurrence, sHER2 levels increased from baseline to the time of recurrence in arms A and B but remained unchanged in arm C. Patients who had recurrence sHER2 levels ≥15 ng/mL had a shorter survival after recurrence with a 3-year overall survival rate of 51% compared with 77% for those who had recurrence sHER2 levels <15 ng/mL (hazard ratio, 2.36; 95% confidence interval, 1.19-4.70; P = .01). CONCLUSIONS: In patients with early stage, HER2-positive breast cancer, a high baseline sHER2 level was identified as a prognostic marker associated with shorter disease-free survival, and a high sHER2 level at recurrence was predictive of shorter survival.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Breast Neoplasms/drug therapy , Breast Neoplasms/enzymology , Receptor, ErbB-2/metabolism , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/administration & dosage , Biomarkers, Tumor/blood , Chemotherapy, Adjuvant , Cyclophosphamide/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Female , Humans , Middle Aged , Multivariate Analysis , Neoplasm Recurrence, Local/enzymology , Receptor, ErbB-2/blood , Trastuzumab , Young Adult
6.
J Clin Oncol ; 31(17): 2115-22, 2013 Jun 10.
Article in English | MEDLINE | ID: mdl-23650412

ABSTRACT

PURPOSE: It has been suggested that PTEN, a negative regulator of PI3K/AKT signaling, is involved in tumor sensitivity to trastuzumab. We investigated the association between tumor PTEN protein expression and disease-free survival (DFS) of patients randomly assigned to receive chemotherapy alone (arm A) or chemotherapy with sequential (arm B) or concurrent trastuzumab (arm C) in the phase III early-stage human epidermal growth factor receptor 2 (HER2) -positive trial-North Central Cancer Treatment Group (NCCTG) N9831. PATIENTS AND METHODS: The intensity and percentage of invasive cells with cytoplasmic PTEN staining were determined in tissue microarray sections containing three cores per block (n = 1,286) or in whole tissue sections (WS; n = 516) by using standard immunohistochemistry (138G6 monoclonal antibody). Tumors were considered positive for PTEN (PTEN-positive) if any core or WS had any invasive cells with ≥ 1+ staining. Median follow-up was 6.0 years. RESULTS: Of 1,802 patients included in this analysis (of 3,505 patients registered to N9831), 1,342 (74%) had PTEN-positive tumors. PTEN positivity was associated with hormone receptor negativity (χ(2) P < .001) and nodal positivity (χ(2) P = .04). PTEN did not have an impact on DFS within the various arms. Comparing DFS of arm C to arm A, patients with PTEN-positive and PTEN-negative tumors had hazard ratios (HRs) of 0.65 (P = .003) and 0.47 (P = .005), respectively (interaction P = .16). For arm B versus arm A, patients with PTEN-positive and PTEN-negative tumors had HRs of 0.70 (P = .009) and 0.85 (P = .44), respectively (interaction P = .47). CONCLUSION: In contrast to selected preclinical and limited clinical studies suggesting a decrease in trastuzumab sensitivity in patients with PTEN-negative tumors, our data show benefit of adjuvant trastuzumab for patients with HER2-positive breast cancer, independent of tumor PTEN status.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/enzymology , PTEN Phosphohydrolase/biosynthesis , Receptor, ErbB-2/biosynthesis , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/administration & dosage , Breast Neoplasms/pathology , Chemotherapy, Adjuvant , Cyclophosphamide/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Female , Humans , Immunohistochemistry , Middle Aged , Paclitaxel/administration & dosage , Receptor, ErbB-2/genetics , Trastuzumab , Young Adult
7.
Breast Cancer Res Treat ; 138(1): 99-108, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23420271

ABSTRACT

A comprehensive, blinded, pathology evaluation of HER2 testing in HER2-positive/negative breast cancers was performed among three central laboratories. Immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH) analyses were performed on 389 tumor blocks from three large adjuvant trials: N9831, BCIRG-006, and BCIRG-005. In 123 cases, multiple blocks were examined. HER2 status was defined according to FDA-approved guidelines and was independently re-assessed at each site. Discordant cases were adjudicated at an on-site, face-to-face meeting. Results across three independent pathologists were concordant by IHC in 351/381 (92 %) and FISH in 343/373 (92 %) blocks. Upon adjudication, consensus was reached on 16/30 and 18/30 of discordant IHC and FISH cases, respectively, resulting in overall concordance rates of 96 and 97 %. Among 155 HER2-negative blocks, HER2 status was confirmed in 153 (99 %). In the subset of 102 HER2-positive patients from N9831/BCIRG-006, primary blocks from discordant cases were selected, especially those with discordant test between local and central laboratories. HER2 status was confirmed in 73 (72 %) of these cases. Among 118 and 113 cases with IHC and FISH results and >1 block evaluable, block-to-block variability/heterogeneity in HER2 results was seen in 10 and 5 %, respectively. IHC-/FISH- was confirmed for 57/59 (97 %) primary blocks from N9831 (locally positive, but centrally negative); however, 5/22 (23 %) secondary blocks showed HER2 positivity. Among 53 N9831 patients with HER2-normal disease adjudicated as IHC-/FISH-(although locally positive), there was a non-statistically significant improvement in disease-free survival with concurrent trastuzumab compared to chemotherapy alone (adjusted hazard ratio 0.34; 95 % CI, 0.11-1.05; p = 0.06). There were similar agreements for IHC and FISH among pathologists (92 % each). Agreement was improved at adjudication (96 %). HER2 tumor heterogeneity appears to partially explain discordant results in cases initially tested as positive and subsequently called negative.


Subject(s)
Breast Neoplasms/metabolism , Receptor, ErbB-2/metabolism , Adult , Aged , Biomarkers, Tumor , Breast Neoplasms/drug therapy , Breast Neoplasms/mortality , Chemotherapy, Adjuvant , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Middle Aged , Reproducibility of Results
8.
BMC Res Notes ; 6: 33, 2013 Jan 30.
Article in English | MEDLINE | ID: mdl-23360712

ABSTRACT

BACKGROUND: Formalin fixed, paraffin embedded tissues are most commonly used for routine pathology analysis and for long term tissue preservation in the clinical setting. Many institutions have large archives of Formalin fixed, paraffin embedded tissues that provide a unique opportunity for understanding genomic signatures of disease. However, genome-wide expression profiling of Formalin fixed, paraffin embedded samples have been challenging due to RNA degradation. Because of the significant heterogeneity in tissue quality, normalization and analysis of these data presents particular challenges. The distribution of intensity values from archival tissues are inherently noisy and skewed due to differential sample degradation raising two primary concerns; whether a highly skewed array will unduly influence initial normalization of the data and whether outlier arrays can be reliably identified. FINDINGS: Two simple extensions of common regression diagnostic measures are introduced that measure the stress an array undergoes during normalization and how much a given array deviates from the remaining arrays post-normalization. These metrics are applied to a study involving 1618 formalin-fixed, paraffin-embedded HER2-positive breast cancer samples from the N9831 adjuvant trial processed with Illumina's cDNA-mediated Annealing Selection extension and Ligation assay. CONCLUSION: Proper assessment of array quality within a research study is crucial for controlling unwanted variability in the data. The metrics proposed in this paper have direct biological interpretations and can be used to identify arrays that should either be removed from analysis all together or down-weighted to reduce their influence in downstream analyses.


Subject(s)
Breast Neoplasms/genetics , Gene Expression Profiling , Paraffin Embedding/methods , RNA/analysis , Receptor, ErbB-2/genetics , Antibodies, Monoclonal, Humanized/therapeutic use , Breast Neoplasms/metabolism , Clinical Trials, Phase III as Topic , Cyclophosphamide/therapeutic use , DNA, Complementary/metabolism , Doxorubicin/therapeutic use , Female , Genome, Human , Humans , Models, Statistical , Oligonucleotide Array Sequence Analysis , Paclitaxel/therapeutic use , Quality Control , Randomized Controlled Trials as Topic , Trastuzumab
9.
J Natl Cancer Inst ; 104(2): 159-62, 2012 Jan 18.
Article in English | MEDLINE | ID: mdl-22138096

ABSTRACT

The 2007 American Society of Clinical Oncology and College of American Pathologists (ASCO/CAP) joint guidelines defined criteria for HER2 positivity of tumors that modified those of the US Food and Drug Administration (FDA), causing some confusion and uncertainty among clinicians. Using data from the HER2-positive breast cancer adjuvant trial N9831, we compared eligibility for patients who met both criteria, and disease-free survival (DFS) was assessed by Cox proportional hazards regression. The number of patients in the N9831 trial retrospectively eligible for trastuzumab therapy was decreased when ASCO/CAP criteria vs FDA criteria were applied to immunohistochemistry and/or fluorescence in situ hybridization results (107 [3.7%] of 2904 patients with immunohistochemistry results, 37 [1.3%] of 2809 patients with fluorescence in situ hybridization results, and 47 [1.7%] of 2809 patients with both results). Improvement in DFS was similar among patients treated with trastuzumab under either set of criteria (concurrent trastuzumab and chemotherapy compared with chemotherapy alone: by ASCO/CAP criteria, hazard ratio of DFS = 0.59, 95% confidence interval = 0.48 to 0.73; by FDA criteria but not ASCO/CAP criteria, hazard ratio = 0.60, 95% confidence interval = 0.12 to 3.13; number needed to treat to prevent one additional DFS event at 5 years: 10 and 11.2 patients, respectively). Following the 2007 ASCO/CAP criteria for HER2 positivity would negate the option of potentially life-saving trastuzumab therapy for a small but meaningful group of patients. We recommend using FDA-approved HER2 criteria for therapeutic decision making.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Breast Neoplasms/chemistry , Breast Neoplasms/drug therapy , Receptor, ErbB-2/analysis , Adult , Aged , Antibodies, Monoclonal, Humanized/pharmacology , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Breast Neoplasms/mortality , Chemotherapy, Adjuvant , Confounding Factors, Epidemiologic , Disease-Free Survival , False Negative Reactions , False Positive Reactions , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Medical Oncology/methods , Medical Oncology/standards , Middle Aged , Odds Ratio , Proportional Hazards Models , Receptor, ErbB-2/genetics , Trastuzumab
10.
Clin Cancer Res ; 17(22): 7183-93, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-21976532

ABSTRACT

PURPOSE: To investigate the associations between baseline and posttreatment circulating tumor cell (CTC) gene expression and outcome of patients enrolled in four North Central Cancer Treatment Group metastatic breast cancer (MBC) trials in which specimens were shipped (at 4°C) from community-based sites to a reference laboratory (Mayo Clinic, Rochester, MN). EXPERIMENTAL DESIGN: Blood was collected at treating sites from MBC patients before (baseline), during, and at the end of treatment with erlotinib + gemcitabine (N0234), sorafenib (N0336), irinotecan + cetuximab (N0436), or paclitaxel-poliglumex + capecitabine (N0437). CTCs from 10 mL of EDTA blood were enriched with CD45 depletion, 24 to 30 hours postblood collection. Reverse transcription/quantitative PCR was used to determine cytokeratin-19 (CK19) and mammaglobin (MGB1) mRNA levels in CTCs from up to 13 (N0234), 16 (N0336), 18 (N0436), and 39 (N0437) patients. The gene expressions were normalized to ß(2)-microglobulin and calibrated to healthy blood using the 2(-ΔΔCq) algorithm; positivity was defined as 2 or more. RESULTS: CK19+mRNA cells were detected in 56% to 75% and MGB1+mRNA cells in 23% to 38% of 86 patients at baseline. CK19+mRNA cells were detected in 30% to 67% and MGB1+mRNA cells in 14% to 64% of 110 postbaseline serial samples. The presence of baseline CK19+mRNA cells (P = 0.01) but not MGB1+mRNA cells (P = 0.14) was significantly associated with shorter overall survival. A decrease in MGB1+mRNA levels (baseline-week 8) seemed to be associated with clinical response (P = 0.05). CONCLUSIONS: CTC gene expression analysis conducted by a reference laboratory is feasible when blood is collected from treating sites and processed 24 to 30 hours postcollection. The presence of baseline CK19+mRNA CTCs was associated with poor prognosis; a decrease in MGB1+mRNA CTCs may help predict response to therapy of MBC patients.


Subject(s)
Breast Neoplasms/genetics , Keratin-19/genetics , Mammaglobin A/genetics , Neoplastic Cells, Circulating/metabolism , Adult , Aged , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Female , Gene Expression , Humans , Middle Aged , Neoplasm Metastasis , Prognosis , RNA, Messenger/analysis , Treatment Outcome
11.
J Clin Oncol ; 29(6): 651-9, 2011 Feb 20.
Article in English | MEDLINE | ID: mdl-21245420

ABSTRACT

PURPOSE: Findings from the human epidermal growth factor receptor 2 (HER2) -positive National Surgical Adjuvant Breast and Bowel Project (NSABP) B31 trial suggested that MYC/HER2 coamplification (> 5.0 copies/nucleus) was associated with additional benefit from adjuvant trastuzumab in patients with early-stage breast cancer. To further explore this relationship, we investigated associations between MYC amplification and disease-free survival (DFS) in a similar adjuvant trastuzumab HER2-positive breast cancer trial-North Central Cancer Treatment Group (NCCTG) N9831. PATIENTS AND METHODS: This analysis included 799 patients randomly assigned to receive chemotherapy alone or with concurrent trastuzumab on N9831. Fluorescence in situ hybridization (FISH) was performed by using a dual-probe mixture for MYC and centromere 8 (MYC:CEP8) on tissue microarrays. MYC amplification was prespecified as MYC:CEP8 ratio > 2.2 or average MYC copies/nucleus > 5.0. Exploratory variables included polysomy 8. RESULTS: In comparing DFS (median follow-up, 4.0 years) between treatments, patients with MYC:CEP8 ratio ≤ 2.2 (n = 618; 77%) and > 2.2 (n = 181; 23%) had hazard ratios (HRs) of 0.46 (P < .001) and 0.67 (P = .33), respectively (interaction P = .38). Patients with MYC copies/nucleus ≤ 5.0 (n = 534; 67%) and > 5.0 (n = 265; 33%) had HRs of 0.52 (P = .002) and 0.48 (P = .02), respectively (interaction P = .94). Patients with MYC:CEP8 ratio < 1.3 with normal chromosome 8 copy number (n = 141; 18%) and ≥ 1.3 or < 1.3 with polysomy 8 (n = 658; 82%) had HRs of 0.66 (P = .28) and 0.44 (P < .001), respectively (interaction P = .23). Patients with MYC copies/nucleus < 2.5 (n = 130; 16%) and ≥ 2.5 (n = 669; 84%) had HRs of 1.07 (P = .87) and 0.42 (P < .001), respectively (interaction P = .05). CONCLUSION: We did not confirm the B31 association between MYC amplification and additional trastuzumab benefit. Exploratory analyses revealed potential associations between alternative MYC/chromosome 8 copy number alterations and differential benefit of adjuvant trastuzumab.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Genes, myc/genetics , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Chemotherapy, Adjuvant , Cyclophosphamide/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Female , Gene Dosage , Genes, erbB-2 , Humans , In Situ Hybridization, Fluorescence , Kaplan-Meier Estimate , Middle Aged , Paclitaxel/administration & dosage , Proportional Hazards Models , Randomized Controlled Trials as Topic , Tissue Array Analysis , Trastuzumab , Treatment Outcome
12.
BMC Med Genomics ; 3: 60, 2010 Dec 20.
Article in English | MEDLINE | ID: mdl-21172013

ABSTRACT

BACKGROUND: The cDNA-mediated Annealing, extension, Selection and Ligation (DASL) assay has become a suitable gene expression profiling system for degraded RNA from paraffin-embedded tissue. We examined assay characteristics and the performance of the DASL 502-gene Cancer Panel v1 (1.5K) and 24,526-gene panel (24K) platforms at differentiating nine human epidermal growth factor receptor 2- positive (HER2+) and 11 HER2-negative (HER2-) paraffin-embedded breast tumors. METHODS: Bland-Altman plots and Spearman correlations evaluated intra/inter-panel agreement of normalized expression values. Unequal-variance t-statistics tested for differences in expression levels between HER2 + and HER2 - tumors. Regulatory network analysis was performed using Metacore (GeneGo Inc., St. Joseph, MI). RESULTS: Technical replicate correlations ranged between 0.815-0.956 and 0.986-0.997 for the 1.5K and 24K panels, respectively. Inter-panel correlations of expression values for the common 498 genes across the two panels ranged between 0.485-0.573. Inter-panel correlations of expression values of 17 probes with base-pair sequence matches between the 1.5K and 24K panels ranged between 0.652-0.899. In both panels, erythroblastic leukemia viral oncogene homolog 2 (ERBB2) was the most differentially expressed gene between the HER2 + and HER2 - tumors and seven additional genes had p-values < 0.05 and log2 -fold changes > |0.5| in expression between HER2 + and HER2 - tumors: topoisomerase II alpha (TOP2A), cyclin a2 (CCNA2), v-fos fbj murine osteosarcoma viral oncogene homolog (FOS), wingless-type mmtv integration site family, member 5a (WNT5A), growth factor receptor-bound protein 7 (GRB7), cell division cycle 2 (CDC2), and baculoviral iap repeat-containing protein 5 (BIRC5). The top 52 discriminating probes from the 24K panel are enriched with genes belonging to the regulatory networks centered around v-myc avian myelocytomatosis viral oncogene homolog (MYC), tumor protein p53 (TP53), and estrogen receptor α (ESR1). Network analysis with a two-step extension also showed that the eight discriminating genes common to the 1.5K and 24K panels are functionally linked together through MYC, TP53, and ESR1. CONCLUSIONS: The relative RNA abundance obtained from two highly differing density gene panels are correlated with eight common genes differentiating HER2 + and HER2 - breast tumors. Network analyses demonstrated biological consistency between the 1.5K and 24K gene panels.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Gene Expression Profiling , Female , Gene Expression Regulation, Neoplastic , Humans , Mitochondria/genetics , Paraffin Embedding , Receptor, ErbB-2/genetics
13.
J Clin Oncol ; 28(28): 4307-15, 2010 Oct 01.
Article in English | MEDLINE | ID: mdl-20697084

ABSTRACT

PURPOSE: We examined associations between tumor characteristics (human epidermal growth factor receptor 2 [HER2] protein expression, HER2 gene and chromosome 17 copy number, hormone receptor status) and disease-free survival (DFS) of patients in the N9831 adjuvant trastuzumab trial. PATIENTS AND METHODS: All patients (N = 1,888) underwent chemotherapy with doxorubicin and cyclophosphamide, followed by weekly paclitaxel with or without concurrent trastuzumab. HER2 status was determined by immunohistochemistry (IHC) and fluorescent in situ hybridization (FISH) at a central laboratory, Mayo Clinic, Rochester, MN. Patients with conflicting local positive HER2 expression results but normal central laboratory testing were included in the analyses (n = 103). RESULTS: Patients with HER2-positive tumors (IHC 3+, FISH HER2/centromere 17 ratio ≥ 2.0, or both) benefited from trastuzumab, with hazard ratios (HRs) of 0.46, 0.49, and 0.45, respectively (all P < .0001). Patients with HER2-amplified tumors with polysomic (p17) or normal (n17) chromosome 17 copy number also benefited from trastuzumab, with HRs of 0.52 and 0.37, respectively (P < .006). Patients who received chemotherapy alone and had HER2-amplified and p17 tumors had a longer DFS than those who had n17 (78% v 68%; P = .04), irrespective of hormone receptor status or tumor grade. Patients with HER2-normal tumors by central testing (n = 103) seemed to benefit from trastuzumab, but the difference was not statistically significant (HR, 0.51; P = .14). Patients with hormone receptor-positive or -negative tumors benefited from the addition of trastuzumab, with HRs of 0.42 (P = .005) and 0.60 (P = .0001), respectively. CONCLUSION: These results confirm that IHC or FISH HER2 testing is appropriate for patient selection for adjuvant trastuzumab therapy. Trastuzumab benefit seemed independent of HER2/centromere 17 ratio and chromosome 17 copy number.


Subject(s)
Antibodies, Monoclonal/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Chromosomes, Human, Pair 17 , Receptor, ErbB-2/genetics , Adult , Antibodies, Monoclonal, Humanized , Breast Neoplasms/pathology , Clinical Trials, Phase III as Topic , Cyclophosphamide/administration & dosage , Disease-Free Survival , Doxorubicin/administration & dosage , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Laboratories , Lymphatic Metastasis , Middle Aged , Paclitaxel/administration & dosage , Pathology, Clinical , Proportional Hazards Models , Randomized Controlled Trials as Topic , Trastuzumab , Treatment Outcome
14.
Bone ; 47(1): 12-22, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20233612

ABSTRACT

Despite palliative treatments, tumor-induced bone disease (TIBD) remains highly debilitating for many cancer patients and progression typically results in death within two years. Therefore, more effective therapies with enhanced anti-resorptive and cytotoxic characteristics are needed. We developed bisphosphonate-chemotherapeutic conjugates designed to bind bone and hydrolyze, releasing both compounds, thereby targeting both osteoclasts and tumor cells. This study examined the effects of our lead compound, MBC-11 (the anhydride formed between arabinocytidine (AraC)-5'-phosphate and etidronate), on bone tumor burden, bone volume, femur bone mineral density (BMD), and overall survival using two distinct mouse models of TIBD, the 4T1/luc breast cancer and the KAS-6/1-MIP1alpha multiple myeloma models. In mice orthotopically inoculated with 4T1/luc mouse mammary cells, MBC-11 (0.04 microg/day; s.c.) reduced the incidence of bone metastases to 40% (4/10), compared to 90% (9/10; p=0.057) and 100% (5/5; p=0.04) of PBS- or similarly-dosed, zoledronate-treated mice, respectively. MBC-11 also significantly decreased bone tumor burden compared to PBS- or zoledronate-treated mice (p=0.021, p=0.017, respectively). MBC-11 and zoledronate (0.04 microg/day) significantly increased bone volume by two- and four-fold, respectively, compared to PBS-treated mice (p=0.005, p<0.001, respectively). In mice systemically injected with human multiple myeloma KAS-6/1-MIP1alpha cells, 0.04 and 4.0 microg/day MBC-11 improved femur BMD by 13% and 16%, respectively, compared to PBS (p=0.025, p=0.017, respectively) at 10 weeks post-tumor cell injection and increased mean survival to 95 days compared to 77 days in mice treated with PBS (p=0.047). Similar doses of zoledronate also improved femur BMD (p< or =0.01 vs PBS) and increased mean survival to 86 days, but this was not significantly different than in PBS-treated mice (p=0.53). These results demonstrate that MBC-11 decreases bone tumor burden, maintains bone structure, and may increase overall survival, warranting further investigation as a treatment for TIBD.


Subject(s)
Antimetabolites/therapeutic use , Bone Diseases/drug therapy , Bone Diseases/etiology , Diphosphonates/therapeutic use , Neoplasms/complications , Nucleosides/therapeutic use , Animals , Antimetabolites/pharmacology , Bone Density/drug effects , Bone Diseases/physiopathology , Bone and Bones/drug effects , Bone and Bones/pathology , Bone and Bones/physiopathology , Cell Line, Tumor , Cell Proliferation/drug effects , Diphosphonates/chemistry , Diphosphonates/pharmacology , Humans , Kaplan-Meier Estimate , Mice , Mice, Inbred BALB C , Mice, SCID , Multiple Myeloma/pathology , Neoplasm Transplantation , Nucleosides/pharmacology , Organ Size/drug effects , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
15.
Growth Horm IGF Res ; 20(2): 81-6, 2010 Apr.
Article in English | MEDLINE | ID: mdl-19656700

ABSTRACT

OBJECTIVE: Periosteum is involved in bone growth and fracture healing and has been used as a cell source and tissue graft for tissue engineering and orthopedic reconstruction including joint resurfacing. Periosteum can be induced by transforming growth factor beta (TGF-beta) or insulin-like growth factor-I (IGF-I) alone or in combination to form cartilage. However, little is known about the interaction between IGF and TGF-beta signaling during periosteal chondrogenesis. The purpose of this study was to determine the effect of TGF-beta1 on IGF binding protein-4 (IGFBP-4) and the IGFBP-4 protease pregnancy-associated plasma protein-A (PAPP-A) expression in cultured periosteal explants. DESIGN: Periosteal explants from rabbits were cultured with or without TGF-beta1. IGFBP-4 and PAPP-A mRNA levels were determined by real-time quantitative PCR. Conditioned medium was analyzed for IGFBP-4 and PAPP-A protein levels and IGFBP-4 protease activity. RESULTS: TGF-beta1-treated explants contained lower IGFBP-4 mRNA levels throughout the culture period with a maximum reduction of 70% on day 5 of culture. Lower levels of IGFBP-4 protein were also detected in the conditioned medium from TGF-beta1-treated explants. PAPP-A mRNA levels were increased 1.6-fold, PAPP-A protein levels were increased threefold, and IGFBP-4 protease activity was increased 8.5-fold between 7 and 10days of culture (the onset of cartilage formation in this model) in conditioned medium from TGF-beta1-treated explants. CONCLUSIONS: This study demonstrates that TGF-beta1 modulates the expression of IGFBP-4 and PAPP-A in cultured periosteal explants.


Subject(s)
Insulin-Like Growth Factor Binding Protein 4/genetics , Insulin-Like Growth Factor Binding Protein 4/metabolism , Periosteum/drug effects , Periosteum/metabolism , Transforming Growth Factor beta1/pharmacology , Animals , Cells, Cultured , Gene Expression Regulation/drug effects , Organ Culture Techniques , Pregnancy-Associated Plasma Protein-A/genetics , Pregnancy-Associated Plasma Protein-A/metabolism , Protein Processing, Post-Translational/drug effects , RNA, Messenger/analysis , RNA, Messenger/metabolism , Rabbits , Time Factors , Transforming Growth Factor beta1/physiology
16.
Lancet Oncol ; 10(3): 267-77, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19261255

ABSTRACT

Abnormalities of chromosome 17, recognised over two decades ago to be important in tumorigenesis, often occur in breast cancer. Changes of specific loci on chromosome 17 including ERBB2 amplification, P53 loss, BRCA1 loss, and TOP2A amplification or deletion are known to have important roles in breast-cancer pathophysiology. Numerical aberrations of chromosome 17 are linked to breast-cancer initiation and progression, and possibly to treatment response. However, the clinical importance of chromosome 17 anomalies, in particular the effect on ERBB2 protein expression, is unknown. Reports are conflicting regarding the association of copy gain of chromosome 17 (polysomy 17) with strong ERBB2 protein expression in the absence of true ERBB2 gene amplification. Copy-number anomalies in chromosome 17 seem to be common in tumours that show discrepant ERBB2 expression and in tumours with discordant ERBB2-protein and ERBB2 gene copy number measurements. The mechanisms of ERBB2 dosage changes-gene amplification versus chromosome gain and loss-probably differ in primary and metastatic disease; however, a correction for chromosome 17 copy-number is necessary to completely distinguish between these mechanisms. A better understanding of how polysomy 17 affects gene-copy number and protein expression will help to select patients who will respond to therapies targeting ERBB2 and other protein products of chromosome 17 loci.


Subject(s)
Breast Neoplasms/genetics , Chromosome Aberrations , Chromosomes, Human, Pair 17 , Aneuploidy , Antigens, Neoplasm/genetics , Breast Neoplasms/etiology , Breast Neoplasms/therapy , DNA Topoisomerases, Type II/genetics , DNA-Binding Proteins/genetics , Disease Progression , Female , Gene Amplification , Genes, erbB-2 , Genes, p53 , Humans , Poly-ADP-Ribose Binding Proteins , Prognosis
17.
Mol Cancer Ther ; 7(4): 944-51, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18413808

ABSTRACT

Metaplastic breast carcinoma, a rare tumor composed of adenocarcinomatous and nonglandular growth patterns, is characterized by a propensity for distant metastases and resistance to standard anticancer therapies. We sought confirmation that this tumor is a basal-like breast cancer, expressing epidermal growth factor receptor (EGFR) and stem cell factor receptor (KIT). EGFR activating mutations and high copy number (associated with response to tyrosine kinase inhibitor gefitinib) and KIT activating mutations (associated with imatinib sensitivity) were then investigated. Seventy-seven metaplastic cases were identified (1976-2006); 38 with tumor blocks available underwent pathologic confirmation before EGFR and KIT immunohistochemical analyses. A tissue microarray of malignant glandular and metaplastic elements was constructed and analyzed immunohistochemically for cytokeratin 5/6, estrogen receptor, progesterone receptor, and p63, and by fluorescence in situ hybridization for EGFR and HER-2/neu. DNA isolated from individual elements was assessed for EGFR and KIT activating mutations. All assessable cases were negative for estrogen receptor, progesterone receptor, and (except one) HER2. The majority were positive for cytokeratin 5/6 (58%), p63 (59%), and EGFR overexpression (66%); 24% were KIT positive. No EGFR or KIT activating mutations were present; 26% of the primary metaplastic breast carcinomas were fluorescence in situ hybridization-positive, displaying high EGFR copy number secondary to aneusomy (22%) and amplification (4%). We report here that metaplastic breast carcinoma is a basal-like breast cancer lacking EGFR and KIT activating mutations but exhibiting high EGFR copy number (primarily via aneusomy), suggesting that EGFR tyrosine kinase inhibitors should be evaluated in this molecular subset of breast carcinomas.


Subject(s)
Aneuploidy , Breast Neoplasms/genetics , ErbB Receptors/genetics , Gene Amplification , Gene Dosage , Metaplasia/genetics , Mutation/genetics , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Cohort Studies , Female , Humans , Immunoenzyme Techniques , In Situ Hybridization, Fluorescence , Metaplasia/pathology , Middle Aged , Neoplasm Recurrence, Local , Proto-Oncogene Proteins c-kit/genetics , Tissue Array Analysis
18.
Clin Cancer Res ; 11(10): 3722-32, 2005 May 15.
Article in English | MEDLINE | ID: mdl-15897569

ABSTRACT

PURPOSE: We examined the feasibility of using molecular characterization of circulating tumor cells as a method for early detection of breast cancer. RESEARCH DESIGN: Women without a prior history of cancer who had a breast abnormality detected on imaging followed by a breast biopsy were enrolled in this study. Density gradient centrifugation and immunomagnetic capture were used to enrich for epithelial cells from approximately 20 mL of blood. Real-time reverse transcription-PCR was used to quantitate the expression levels of the highly breast-specific genes, mammaglobin, gamma-aminobutyric acid type A receptor pi subunit (GABA A(pi)), B305D-C, and B726P in the epithelial cell-enriched samples. RESULTS: The assay was technically feasible in 154 of 199 accrued patients. From their clinical assessment, 100 patients had benign breast disease, 10 patients had ductal carcinoma in situ, and 44 patients had invasive breast cancer. We constructed a diagnostic test that classified patients with mammaglobin levels of at least 32.2 copies/pg beta-actin (units) in their circulating epithelial cells as positive for invasive breast cancer. This resulted in a sensitivity and specificity of 63.3% and 75.0%, respectively. A diagnostic test that classified patients as positive for invasive breast cancer when either mammaglobin levels were >46.3 units or B305D-C levels were >11.6 units increased the sensitivity and specificity to 70.5% and 81.0%, respectively. In the latter test, 12 of the 14 node-positive breast cancer patients were correctly identified. Including GABA A(pi) and B726P in the test did not increase its diagnostic potential. CONCLUSIONS: These results suggest that molecular characterization of circulating epithelial cells using mammaglobin and B305D-C offers potential for early detection of invasive breast cancer.


Subject(s)
Biomarkers, Tumor/analysis , Breast Neoplasms/diagnosis , Gene Expression Profiling , Neoplasm Proteins/biosynthesis , Neoplastic Cells, Circulating , Uteroglobin/biosynthesis , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Diagnosis, Differential , Female , Humans , Mammaglobin A , Middle Aged , Neoplasm Invasiveness , Neoplasm Proteins/analysis , Neoplasm Proteins/genetics , Reverse Transcriptase Polymerase Chain Reaction , Uteroglobin/genetics
19.
Gynecol Oncol ; 96(2): 368-73, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15661223

ABSTRACT

OBJECTIVE: We have shown that HER2/Neu may activate the Smad7 promoter in endometrial, ovarian, and breast cancer cell lines. Elevated Smad7 levels could then antagonize the TGF-beta pathway, leading to a reduction in tumor surveillance and potential cancer formation. Our aim was to determine if Smad7 was in fact overexpressed in endometrial cancers and whether Smad7 RNA levels correlated with tumor grade or clinical endpoints. METHODS: Snap-frozen endometrial cancer specimens from 16 patients with grade 1 disease and 23 patients with grade 3 disease were obtained. Additionally, the endometrium from 18 patients who underwent hysterectomy for benign indications was collected as a control. RNA was extracted and subjected to quantitative real-time PCR to determine the degree of Smad7 RNA expression. Clinical outcomes including time to recurrence were recorded through retrospective chart review. RESULTS: Smad7 transcripts in the tumors were over 11-fold elevated on average than in controls (P < 0.001). There was no significant difference in Smad7 RNA between grades 1 and 3 tumors. For the 19 patients who recurred, median time to recurrence was 56.3 months for those with low Smad7 expression versus 30 months for those with high Smad7 expression (P < 0.004). CONCLUSION: Smad7 appears to be upregulated in endometrial cancers compared to normal endometrium. Furthermore, high Smad7 gene expression was associated with a shorter time to recurrence. Given that many endometrial cancers have been shown to be TGF-beta-unresponsive, Smad7 should be investigated as a potential target to restore TGF-beta responsiveness and limit tumor growth.


Subject(s)
DNA-Binding Proteins/biosynthesis , Endometrial Neoplasms/metabolism , Trans-Activators/biosynthesis , Transforming Growth Factor beta/antagonists & inhibitors , Cytoskeletal Proteins/biosynthesis , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Endometrial Neoplasms/genetics , Female , Gene Expression , Humans , Middle Aged , Phosphorylation , RNA, Neoplasm/genetics , RNA, Neoplasm/metabolism , Receptor, ErbB-2/biosynthesis , Smad2 Protein , Smad3 Protein , Smad7 Protein , Trans-Activators/genetics , Trans-Activators/metabolism , beta Catenin
20.
Breast Cancer Res Treat ; 86(1): 75-88, 2004 Jul.
Article in English | MEDLINE | ID: mdl-15218362

ABSTRACT

TGF beta/Smad signaling pathway members are potent tumor suppressors for many types of cancers. We hypothesize that breast tumors differentially express these genes and that this expression pattern plays a role in the proliferation of breast cancer. We examined the mRNA levels of TIEG, Smad7, Smad2, and Bard1 using real-time RT/PCR in 14 normal breast, five non-invasive, 57 invasive (including 29 with outcome data), and five metastatic breast tumor tissues. TIEG and Smad7 mRNA levels were lower in non-invasive tumors compared to normal breast tissues. TIEG, Bard1, and Smad2 mRNA levels were lower in invasive cancers compared to normal breast tissues. In addition, TIEG, Smad2, and Bard1, provided discriminatory ability to potentially distinguish between normal and tumor samples, N- and N+ tumors, and N-/good (no recurrence for at least 5 years) and N-/bad (recurrence within 3 years) outcome patients. TIEG mRNA levels accurately discriminated between normal breast tissue and primary tumors with a sensitivity and specificity of 96 and 93%, respectively. TIEG, in combination with Smad2, distinguished between N+ and N- primary tumors with a sensitivity and specificity of 75 and 85%, respectively. TIEG in combination with Bard1 discriminated between N-/bad outcome from N-/good tumors with a sensitivity and specificity of 83 and 82%, respectively. Our results support the hypothesis that the differential gene expression of TIEG, Smad2, and Bard1, which are tumor suppressor genes, plays a significant role in the proliferation of breast cancer. Further investigation is necessary to validate the ability of these genes to discriminate between different populations of breast cancer patients.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA-Binding Proteins/biosynthesis , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Trans-Activators/biosynthesis , Transcription Factors/biosynthesis , Tumor Suppressor Proteins/biosynthesis , Ubiquitin-Protein Ligases/biosynthesis , Adult , Aged , Aged, 80 and over , Cell Division , Early Growth Response Transcription Factors , Female , Humans , Kruppel-Like Transcription Factors , Middle Aged , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction , Smad2 Protein , Smad7 Protein , Transforming Growth Factor beta , Zinc Fingers
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