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1.
Cell ; 177(5): 1330-1345.e18, 2019 05 16.
Article in English | MEDLINE | ID: mdl-30982598

ABSTRACT

Breast cancer is a heterogeneous disease. Tumor cells and associated healthy cells form ecosystems that determine disease progression and response to therapy. To characterize features of breast cancer ecosystems and their associations with clinical data, we analyzed 144 human breast tumor and 50 non-tumor tissue samples using mass cytometry. The expression of 73 proteins in 26 million cells was evaluated using tumor and immune cell-centric antibody panels. Tumors displayed individuality in tumor cell composition, including phenotypic abnormalities and phenotype dominance. Relationship analyses between tumor and immune cells revealed characteristics of ecosystems related to immunosuppression and poor prognosis. High frequencies of PD-L1+ tumor-associated macrophages and exhausted T cells were found in high-grade ER+ and ER- tumors. This large-scale, single-cell atlas deepens our understanding of breast tumor ecosystems and suggests that ecosystem-based patient classification will facilitate identification of individuals for precision medicine approaches targeting the tumor and its immunoenvironment.


Subject(s)
Breast Neoplasms , Immune Tolerance , Lymphocytes, Tumor-Infiltrating , Macrophages , Tumor Microenvironment/immunology , B7-H1 Antigen/immunology , Breast Neoplasms/immunology , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Cell Line, Tumor , Disease-Free Survival , Female , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/pathology , Macrophages/immunology , Macrophages/pathology , Neoplasm Proteins/immunology , Survival Rate
2.
J Clin Oncol ; 32(29): 3212-20, 2014 Oct 10.
Article in English | MEDLINE | ID: mdl-25199759

ABSTRACT

PURPOSE: Phosphatidylinositol 3-kinase (PI3K)/AKT pathway aberrations are common in breast cancer, with mutations in PIK3CA being the most common. This study investigated the association between PIK3CA genotype and pathologic complete response (pCR) rates in human epidermal growth factor receptor 2 (HER2)-positive breast cancer treated with either dual or single anti-HER2 treatment in addition to neoadjuvant chemotherapy. PATIENTS AND METHODS: PIK3CA mutations in 504 tumor samples from participants in the neoadjuvant GeparQuattro, GeparQuinto, and GeparSixto studies were evaluated. All HER2-positive patients received either trastuzumab or lapatinib or the combination plus anthracycline-taxane chemotherapy. PIK3CA mutations were evaluated in formalin-fixed, paraffin-embedded tissues from core biopsies with a tumor cell content of ≥ 20% by using classical Sanger sequencing of exon 9 and exon 20. RESULTS: Overall, 21.4% of the patients harbored a PIK3CA mutation. Detection of a PIK3CA mutation was significantly associated with a lower pCR rate (19.4% with PIK3CA mutation v 32.8% with PIK3CA wild-type; odds ratio [OR], 0.49; 95% CI, 0.29 to 0.83; P = .008). In the 291 hormone receptor (HR) -positive tumors, pCR rate was 11.3% with a PIK3CA mutation compared with 27.5% with PIK3CA wild-type (OR, 0.34; 95% CI, 0.15 to 0.78; P = .011). In 213 patients with HR-negative tumors, pCR rate was 30.4% with PIK3CA mutation and 40.1% without (OR, 0.65; 95% CI, 0.32 to 1.32; P = .233; interaction test P = .292). In multivariable analysis, HR status and PIK3CA status provided independent predictive information. In patients with PIK3CA mutation, the pCR rates were 16%, 24.3%, and 17.4% with lapatinib, trastuzumab, and the combination, respectively (P = .654) and in the wild-type group, they were 18.2%, 33.%, and 37.1%, respectively (P = .017). Disease-free survival and overall survival were not statistically significantly different between patients with mutant and wild-type PIK3CA. CONCLUSION: HER2-positive breast carcinomas with a PIK3CA mutation are less likely to achieve a pCR after neoadjuvant anthracycline-taxane-based chemotherapy plus anti-HER2 treatment, even if a dual anti-HER2 treatment is given.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Mutation , Phosphatidylinositol 3-Kinases/genetics , Receptor, ErbB-2/antagonists & inhibitors , Adult , Aged , Anthracyclines/administration & dosage , Antibodies, Monoclonal, Humanized/administration & dosage , Biomarkers, Tumor/analysis , Breast Neoplasms/pathology , Class I Phosphatidylinositol 3-Kinases , Exons , Female , Genotype , Humans , Lapatinib , Middle Aged , Neoadjuvant Therapy , Quinazolines/administration & dosage , Randomized Controlled Trials as Topic , Receptor, ErbB-2/genetics , Taxoids/administration & dosage , Trastuzumab , Treatment Outcome
3.
Int J Mol Med ; 26(6): 837-43, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21042777

ABSTRACT

The 70-gene expression profile MammaPrint is a powerful prognostic indicator for disease outcome in breast cancer patients with improved prediction of recurrence risk compared to currently used guidelines. The microarray-based test TargetPrint further provides reliable, quantitative assessment of mRNA expression levels of estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2). This study was performed as a validation of MammaPrint and TargetPrint in an unselected German breast cancer population and was designed to determine the degree of concordance with currently applied clinical parameters. One hundred and forty cases of breast cancer stage I and II were classified as being low or high risk for distant metastasis using MammaPrint. Results were compared to current clinical risk classifications and adjuvant treatment management. Immunohistochemistry (IHC) and fluorescent in situ hybridization (FISH)/chromogenic in situ hybridization (CISH) assessments of ER, PR and HER2 were further compared with gene expression read-outs using TargetPrint. Thirty-two percent of patients (19/59) with a poor prognosis-signature identified via MammaPrint did not receive adjuvant systemic treatment apart from endocrine therapy and were potentially undertreated; whereas 42% (35/77) of patients with a good prognosis-signature received chemotherapy and were potentially overtreated. Comparison of microarray receptor results with IHC and FISH/CISH were concordant in 97% for ER; 86% for PR; and 94% for HER2. In this German study population, MammaPrint would have resulted in altered treatment advice for adjuvant systemic therapy in 40% of patients. Furthermore, TargetPrint presented high concordance for ER, PR and Her2 with IHC and FISH/CISH analysis.


Subject(s)
Breast Neoplasms/genetics , Gene Expression Profiling/methods , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/genetics , Breast Neoplasms/metabolism , Computational Biology/methods , Female , Germany , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Middle Aged , Neoplasm Metastasis , Prognosis , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Receptor, ErbB-2/biosynthesis , Receptor, ErbB-2/genetics , Receptors, Estrogen/biosynthesis , Receptors, Estrogen/genetics , Receptors, Progesterone , Reproducibility of Results , Risk Assessment
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