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Identification of stromal ColXα1 and tumor-infiltrating lymphocytes as putative predictive markers of neoadjuvant therapy in estrogen receptor-positive/HER2-positive breast cancer
- Source :
- BMC Cancer
- Publisher :
- Springer Nature
-
Abstract
- Background The influence of the tumor microenvironment and tumor-stromal interactions on the heterogeneity of response within breast cancer subtypes have just begun to be explored. This study focuses on patients with estrogen receptor-positive/human epidermal growth factor receptor 2-positive (ER+/HER2+) breast cancer receiving neoadjuvant chemotherapy and HER2-targeted therapy (NAC+H), and was designed to identify novel predictive biomarkers by combining gene expression analysis and immunohistochemistry with pathologic response. Methods We performed gene expression profiling on pre-NAC+H tumor samples from responding (no or minimal residual disease at surgery) and non-responding patients. Gene set enrichment analysis identified potentially relevant pathways, and immunohistochemical staining of pre-treatment biopsies was used to measure protein levels of those pathways, which were correlated with pathologic response in both univariate and multivariate analysis. Results Increased expression of genes encoding for stromal collagens, including Col10A1, and reduced expression of immune-associated genes, reflecting lower levels of total tumor-infiltrating lymphocytes (TILs), were strongly associated with poor pathologic response. Lower TILs in tumor biopsies correlated with reduced likelihood of achieving an optimal pathologic response, but increased expression of the Col10A1 gene product, colXα1, had greater predictive value than stromal abundance for poor response (OR = 18.9, p = 0.003), and the combination of increased colXα1 expression and low TILs was significantly associated with poor response in multivariate analysis. ROC analysis suggests strong specificity and sensitivity for this combination in predicting treatment response. Conclusions Increased expression of stromal colXα1 and low TILs correlate with poor pathologic response in ER+/HER2+ breast tumors. Further studies are needed to confirm their predictive value and impact on long-term outcomes, and to determine whether this collagen exerts a protective effect on the cancer cells or simply reflects other factors within the tumor microenvironment. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2302-5) contains supplementary material, which is available to authorized users.
- Subjects :
- Adult
0301 basic medicine
Pathology
medicine.medical_specialty
Cancer Research
Stromal cell
Receptor, ErbB-2
medicine.medical_treatment
Estrogen receptor
Breast Neoplasms
Neoadjuvant chemotherapy
03 medical and health sciences
Lymphocytes, Tumor-Infiltrating
0302 clinical medicine
Breast cancer
Biomarkers, Tumor
medicine
Genetics
Humans
HER2-positive breast cancer
Neoadjuvant therapy
Aged
Tumor microenvironment
Tumor-infiltrating lymphocytes
business.industry
Middle Aged
Prognosis
medicine.disease
Minimal residual disease
Tumor infiltrating lymphocytes
3. Good health
Gene Expression Regulation, Neoplastic
Gene expression profiling
Treatment Outcome
030104 developmental biology
Receptors, Estrogen
Oncology
030220 oncology & carcinogenesis
Cancer research
Female
Collagen
business
Research Article
Collagen Type X
Subjects
Details
- Language :
- English
- ISSN :
- 14712407
- Volume :
- 16
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC Cancer
- Accession number :
- edsair.doi.dedup.....251722d7f3939b1156a77b58c23905ad
- Full Text :
- https://doi.org/10.1186/s12885-016-2302-5