ArticleBreast cancer research : BCR2016
Heterogeneity in global gene expression profiles between biopsy specimens taken peri-surgically from primary ER-positive breast carcinomas.
Article in Breast cancer research : BCR, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 29 citations in OpenAlex.
- Palbociclib and endocrine therapy diminish adaptive anti-tumor immunity in early breast cancer: The NeoRHEA phase 2 study.Nature communications · 2025Trial
- Impact of aromatase inhibitor treatment on global gene expression and its association with antiproliferative response in ER+ breast cancer in postmenopausal patients.Breast cancer research : BCR · 2019Trial
- Surgical Tumor Resection Deregulates Hallmarks of Cancer in Resected Tissue and the Surrounding Microenvironment.Molecular cancer research : MCR · 2024Article
- Article
- Reproducibility and intratumoral heterogeneity of the PAM50 breast cancer assay.Breast cancer research and treatment · 2023Article
- Impact of Duration of Neoadjuvant Aromatase Inhibitors on Molecular Expression Profiles in Estrogen Receptor-positive Breast Cancers.Clinical cancer research : an official journal of the American Association for Cancer Research · 2022Article
- Inhibition of RANK signaling in breast cancer induces an anti-tumor immune response orchestrated by CD8+ T cells.Nature communications · 2020Article
- Combined quantitative measures of ER, PR, HER2, and KI67 provide more prognostic information than categorical combinations in luminal breast cancer.Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc · 2019Article
- Comparison of protein expression between formalin-fixed core-cut biopsies and surgical excision specimens using a novel multiplex approach.Breast cancer research and treatment · 2019Article
- Menstrual cycle associated changes in hormone-related gene expression in oestrogen receptor positive breast cancer.NPJ breast cancer · 2019Article
- Neoadjuvant Therapy for Breast Cancer as a Model for Translational Research.Breast cancer : basic and clinical research · 2019Review
- Genomic Instability andJCO precision oncology · 2019Article
- Basal-like Breast Cancers: From Pathology to Biology and Back Again.Stem cell reports · 2018Review
- Gene Expression Analyses in Breast Cancer: Sample Matters.JNCI cancer spectrum · 2018Article
- Major Impact of Sampling Methodology on Gene Expression in Estrogen Receptor-Positive Breast Cancer.JNCI cancer spectrum · 2018Article
- Pathological Bases and Clinical Impact of Intratumor Heterogeneity in Clear Cell Renal Cell Carcinoma.Current urology reports · 2018Review
- Molecular changes in premenopausal oestrogen receptor-positive primary breast cancer in Vietnamese women after oophorectomy.NPJ breast cancer · 2017Article
- Circulating free DNA in the era of precision oncology: Pre- and post-analytical concerns.Chronic diseases and translational medicine · 2016Review
- Multidisciplinary Approach to Neoadjuvant Endocrine Therapy in Breast Cancer: A Comprehensive Review.Revista brasileira de ginecologia e obstetricia : revista da Federacao Brasileira das Sociedades de Ginecologia e Obstetricia · 2016Review
- WNT4 mediates estrogen receptor signaling and endocrine resistance in invasive lobular carcinoma cell lines.Breast cancer research : BCR · 2016Article
Corrections and comments
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Authors and funding
20 authors at 5 institutions in 2 countries.
Funding
Abstract
backgroundGene expression is widely used for the characterisation of breast cancers. Variability due to tissue heterogeneity or measurement error or systematic change due to peri-surgical procedures can affect measurements but is poorly documented. We studied the variability of global gene expression between core-cuts of primary ER+ breast cancers and the impact of delays to tissue stabilisation due to sample X-ray and of diagnostic core cutting.
methodsTwenty-six paired core-cuts were taken immediately after tumour excision and up to 90 minutes delay due to sample X-ray; 57 paired core-cuts were taken at diagnosis and 2 weeks later at surgical excision. Whole genome expression analysis was conducted on extracted RNA. Correlations and differences were assessed between the expression of individual genes, gene sets/signatures and intrinsic subtypes.
resultsTwenty-three and 56 sample pairs, respectively, were suitable for analysis. The range of correlations for both sample sets were similar with the majority being >0.97 in both. Correlations between pairs for 18 commonly studied genes were also similar between the studies and mainly with Pearson correlation coefficients >0.6 except for a small number of genes, which had a narrow-dynamic range (e.g. MKI67, SNAI2). There was no systematic difference in intrinsic subtyping between the first and second sample of either set but there was c.15 % discordance between the subtype assignments between the pairs, mainly where the subtyping of individual samples was less certain. Increases in the expression of several stress/early-response genes (e.g. FOS, FOSB, JUN) were found in both studies and confirmed findings in earlier smaller studies. Increased expression of IL6, IGFBP2 and MYC (by 17 %, 14 % and 44 %, respectively) occurred between the samples taken 2 weeks apart and again confirmed findings from an earlier study.
conclusionsThere is generally good correlation in gene expression between pairs of core-cuts except where genes have a narrow dynamic range. Similar correlation coefficients to the average gene expression profiles of intrinsic subtype, particularly LumA and LumB, can lead to discordances between assigned subtypes. Substantial changes in expression of early-response genes occur within an hour after surgery and in IL6, IGFB2 and MYC as a result of diagnostic core-cut biopsy.
trial registrationTrial number CRUK/07/015 . Study start date September 2008.
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