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Pervaiz A, Naseem N, Saleem T, Raza SM, Shaukat I, Kanwal K, Sajjad O, Iqbal S, Shams F, Ijaz B, Berger MR. Anticancer genes (NOXA, PAR-4, TRAIL) are de-regulated in breast cancer patients and can be targeted by using a ribosomal inactivating plant protein (riproximin). Mol Biol Rep 2023; 50:5209-5221. [PMID: 37127809 DOI: 10.1007/s11033-023-08477-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 04/19/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND Anticancer genes are an endogenous defense against transformed cells as they impose antineoplastic effects upon ectopic expression. Profiling the expression of these genes is fundamental for exploring their prognostic and therapeutic relevance in cancers. Natural compounds can upregulate anticancer genes in malignant cells and thus be useful for therapeutic purposes. In this study, we identified the expression levels of anticancer genes in breast cancer clinical isolates. In addition, the purified and sequenced plant protein (riproximin) was evaluated for its potential to induce anticancer genes in two breast cancer cell lines. METHODOLOGY Expression profiles of three anticancer genes (NOXA, PAR-4, TRAIL) were identified by immunohistochemistry in 45 breast cancer clinical isolates. Breast cancer cells were exposed to riproximin and expression of the anticancer genes was determined by microarray, real-time PCR and western blot methodologies. Lastly, a bioinformatic approach was adopted to highlight the molecular/functional significance of the anticancer genes. RESULTS NOXA expression was evenly de-regulated among the clinical isolates, while PAR-4 was significantly down-regulated in majority of the breast cancer tissues. In contrast, TRAIL expression was increased in most of the clinical samples. Expression levels of the anticancer genes followed a distinct trend in accordance with the disease severity. Riproximin showed a substantial potential of inducing expression of the anticancer genes in breast cancer cells at transcriptomic and protein levels. The bioinformatic approach revealed involvement of anticancer genes in multiple cellular functions and signaling cascades. CONCLUSION Anticancer genes were de-regulated and showed discrete expression patterns in breast cancer patient samples. Riproximin effectively induced the expression of selected anticancer genes in breast cancer cells.
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Affiliation(s)
- Asim Pervaiz
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan.
- Toxicology and Chemotherapy Unit, German Cancer Research Centre (DKFZ), Heidelberg, Germany.
| | - Nadia Naseem
- Morbid Anatomy and Histopathology Department, University of Health Sciences, Lahore, Pakistan
| | - Talha Saleem
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan
- Department of Allied Health Sciences, Superior University, Lahore, Pakistan
| | - Syed Mohsin Raza
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan
| | - Iqra Shaukat
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan
| | - Kinzah Kanwal
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan
| | - Osheen Sajjad
- Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan
| | - Sana Iqbal
- Human Genetics and Molecular Biology Department, University of Health Sciences, Lahore, Pakistan
| | - Faiza Shams
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Bushra Ijaz
- Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Martin R Berger
- Toxicology and Chemotherapy Unit, German Cancer Research Centre (DKFZ), Heidelberg, Germany
- Immundiagnostik Comp, Bensheim, Germany
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Her2-Positive Cancers and Antibody-Based Treatment: State of the Art and Future Developments. Cancers (Basel) 2021; 13:cancers13225771. [PMID: 34830927 PMCID: PMC8616515 DOI: 10.3390/cancers13225771] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 01/05/2023] Open
Abstract
HER2 positive breast cancer represent about 20% of all breast cancer subtypes and it was considered the subtype with the worst prognosis until the discovery of therapies directed against the HER2 protein. The determination of the status of the HER2 must be very precise and well managed to identify this subtype, and there are very specific and updated guides that allow its characterization to be adjusted. Treatment in local disease has been considerably improved with less aggressive and highly effective approaches and very high cure rates. In metastatic disease, average median survival rates of 5 years have been achieved. New highly active molecules have also been discovered that allow disease control in very complicated situations. This article reviews all these options that can be used for the management of this disease.
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Andisha NM, McMillan DC, Gujam FJA, Roseweir A, Edwards J. The relationship between phosphorylation status of focal adhesion kinases, molecular subtypes, tumour microenvironment and survival in patients with primary operable ductal breast cancer. Cell Signal 2019; 60:91-99. [PMID: 30981841 DOI: 10.1016/j.cellsig.2019.04.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 04/01/2019] [Accepted: 04/10/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Despite advances in therapies to treat breast cancer, over 100,000 patients die in the UK of this disease per year, highlighting the need to develop effect predictive and prognostic markers for patients with primary operable ductal breast cancer. Therefore, the aim of the present study was to examine the relationship between membranous, cytoplasmic and nuclear expression of focal adhesion kinase (phosphorylated at Y 397, Y 861 and Y 925), molecular subtypes, tumour microenvironment and survival in patients with primary operable ductal breast cancer. METHODS Four hundred and seventy-four patients presenting between 1995 and 1998 with primary operable ductal breast cancer were included in this study. Using tissue microarrays expression of membranous, cytoplasmic and nuclear tumour cell phosphorylation of FAK at Y397, Y861 and Y925 was assessed, and associations with clinicopathological characteristics, tumour microenvironment and cancer-specific survival (CSS) were examined. RESULTS No significant association was observed for ph-FAK Y861 with survival at all sites. However, high expression of membranous ph-FAK Y397 was associated with increased tumour grade (P < .001), molecular subtypes (P < .001), increased tumour necrosis (P < .001), high Klintrup-Mäkinen grade (P < .001), increased CD138+ plasma cells (P = .031), endocrine therapy (P = .001) and poor cancer specific survival (P = .040). Similarly, high expression of nuclear ph-FAK Y397 was associated with decreased age (P = .042), increased CD138+ plasma cells (P = .001) and poor cancer specific survival (P = .003). Furthermore, high expression of cytoplasmic ph-FAK Y925 was associated with decreased tumour grade (P < .001), less involved lymph node (P = .020), molecular subtypes (P < .001), decreased tumour necrosis (P < .001), low Klintrup-Mäkinen grade (P < .001), decreased CD4+ T-cells (P = .006), decreased CD138+ plasma cells (P = .034), endocrine therapy (P < .001), chemotherapy (P = .048), and improved cancer specific survival (P = .044). On multivariate analysis, high expression of nuclear ph-FAK Y397 was independently associated with reduced cancer specific survival (P = .017). CONCLUSION The results of the present study show that membranous and nuclear ph-FAK Y397 and cytoplasmic ph-FAK Y925 were associated with prognosis in patients with primary operable ductal breast cancer. In addition, high expression of nuclear ph-FAK Y397 was an independent prognostic factor in patients with primary operable ductal breast cancer and could be incorporated into clinical practice.
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Affiliation(s)
- Najla M Andisha
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, UK; Unit of Gastrointestinal cancer and Molecular Pathology, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences-University of Glasgow, Glasgow, UK.
| | - Donald C McMillan
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, UK
| | - Fadia J A Gujam
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, UK; Unit of Gastrointestinal cancer and Molecular Pathology, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences-University of Glasgow, Glasgow, UK
| | - Antonia Roseweir
- Unit of Gastrointestinal cancer and Molecular Pathology, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences-University of Glasgow, Glasgow, UK
| | - Joanne Edwards
- Unit of Gastrointestinal cancer and Molecular Pathology, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences-University of Glasgow, Glasgow, UK
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Liang J, Malherbe JAJ, Fuller KA, Mirzai B, George C, Carter TL, Cole CH, Guo BB, Meehan K, Erber WN. Automated enumeration of lymphoid and plasma cells in bone marrow to establish normal reference ranges. J Clin Pathol 2018; 71:916-925. [DOI: 10.1136/jclinpath-2018-205168] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Revised: 04/25/2018] [Accepted: 04/30/2018] [Indexed: 01/16/2023]
Abstract
AimsThe number of precursor and mature lymphoid cells and plasma cells in normal bone marrow trephine (BMT) biopsies throughout the human lifespan is unknown. Reference ranges have been established from aspirated marrow, but due to haemodilution errors, these do not accurately reflect the native marrow milieu. We aimed to define age-specific, normal reference ranges for lymphoid and plasma cells in BMT biopsy specimens using a combined immunophenotyping and digital enumeration approach.MethodsMorphologically normal BMT biopsy specimens (n=483) were obtained from patients aged 1 month to 90 years of age. Immunohistochemistry was performed to identify lymphoid progenitors , T-lymphocytes (CD3), B-lymphocytes (CD20) and plasma cells (CD138 and MUM1). Positive cells were counted using digital enumeration software, and the percent positivity for each antigen was determined per case. Mean values were generated for specific age groups, and age-defined reference ranges were determined for each antigen using normalised data.ResultsA mean of 16 609 cells (range: 7210–34 097) were counted per biopsy. Infant marrows showed a predominance of immature lymphoid progenitors and B cells. With increasing age, an increase in mean T cell and plasma cell numbers were observed. The results showed the same trends to flow cytometry references for aspirate material although the absolute values differed.ConclusionsCombined immunohistochemistry and automated enumeration gives an accurate, reproducible number of antigen-positive cells and has generated normal reference ranges for these cell types in BMT biopsies. The method and ranges we have established have the potential to be applied in routine clinical practice.
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Gujam FJA, McMillan DC, Edwards J. The relationship between total and phosphorylated STAT1 and STAT3 tumour cell expression, components of tumour microenvironment and survival in patients with invasive ductal breast cancer. Oncotarget 2018; 7:77607-77621. [PMID: 27769057 PMCID: PMC5363608 DOI: 10.18632/oncotarget.12730] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 10/03/2016] [Indexed: 12/31/2022] Open
Abstract
The aim of the present study was to examine the relationship between tumour cell expression of total and phosphorylated STAT1 (ph-STAT1) and STAT3 (ph-STAT-3), components of tumour microenvironment and survival in patients with invasive ductal breast cancer. Immunohistochemical analysis of total and ph-STAT1, and STAT3 were performed on tissue microarray of 384 breast cancer specimens. Tumour cell expression of STAT1 and STAT3 at both cytoplasmic and nuclear locations were combined and identified as STAT1/STAT3 tumour cell expression. These results were related to cancer specific survival (CSS) and phenotypic features of the tumour and the host. High ph-STAT1 and ph-STAT3 tumour cell expression were associated with increased ER (both P≤0.001) and PR (both P <0.05), reduced tumour grade (P=0.015 and P<0.001 respectively) and necrosis (both P=0.001). Ph-STAT1 was associated with increased general inflammatory infiltrate (P=0.007) and ph-STAT3 was associated with lower CD4+ infiltration (P=0.024). In multivariate survival analysis, only high ph-STAT3 tumour cell expression was a predictor of improved CSS (P=0.010) independent of other tumour and host-based factors. STAT1 and STAT3 tumour cell expression appeared to be an important determinant of favourable outcome in patients with invasive ductal breast cancer. The present results suggest that STAT1 and STAT3 may affect disease outcome through direct impact on tumour cells, counteracting aggressive tumour features, as well as interaction with the surrounding microenvironment.
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Affiliation(s)
- Fadia J A Gujam
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, Scotland.,Unit of Experimental Therapeutics, Institute of Cancer, College of Medical, Veterinary and Life Sciences-University of Glasgow, Wolfson Wohl Cancer Research Centre, Glasgow, Scotland
| | - Donald C McMillan
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, Scotland
| | - Joanne Edwards
- Unit of Experimental Therapeutics, Institute of Cancer, College of Medical, Veterinary and Life Sciences-University of Glasgow, Wolfson Wohl Cancer Research Centre, Glasgow, Scotland
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He KW, Sun JJ, Liu ZB, Zhuo PY, Ma QH, Liu ZY, Yu ZY. Prognostic significance of lymphatic vessel invasion diagnosed by D2-40 in Chinese invasive breast cancers. Medicine (Baltimore) 2017; 96:e8490. [PMID: 29095309 PMCID: PMC5682828 DOI: 10.1097/md.0000000000008490] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Lymphatic vessel invasion (LVI) is promising in determining prognosis and treatment strategies, but the application of LVI as a histopathological criterion in breast cancer patients especially those of different subgroups is controversial. This research aims to evaluate the prognostic value of LVI assessed by D2-40 not only in patients with early invasive breast cancer but also in lymph node-negative, lymph node-positive, luminal A-like, luminal B-like, HER2-enriched, and triple-negative subgroups.The study cohort included 255 patients with a median follow-up of 101 months. Immunohistochemical staining for D2-40 was performed to identify LVI.LVI was present in 64 (25.1%), 15 (12.1%), 49 (37.4%), 19 (20.9%), 23 (27.7%), 13 (31.7%), and 9 (22.5%), respectively, in the whole cohort, lymph node-negative, lymph node-positive, luminal A-like, luminal B-like, HER2-enriched, and triple-negative patients. LVI was associated with large tumor size (P = .04), high histological grade (P = .004), involved lymph node (P < .001), and high expression of Ki-67 (P = .003). No significant difference was found among patients with different subtypes and LVI status. The presence of LVI was significantly associated with adverse disease-free survival in the whole cohort (P < .001), lymph node-negative (P < .001), lymph node-positive (P < .001), luminal A-like (P < .001), and luminal B-like patients (P < .001) in both of the univariate and multivariate survival analysis.This study indicated that the presence of LVI stained by D2-40 provided independent prognostic information not only in the whole cohort but also in the subgroup of patients with lymph node-negative, lymph node-positive, luminal A-like, and luminal B-like diseases, which may make a case for routine clinical assessment of LVI using D2-40.
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Affiliation(s)
- Ke-Wen He
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Science, Jinan
- Department of Surgery, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
| | - Ju-Jie Sun
- Department of Pathology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
| | - Zai-Bo Liu
- Department of Surgery, Haiyang People's Hospital, Yantai, Shandong, China
| | - Pei-Ying Zhuo
- Department of Radiation Oncology, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
| | - Qing-Hua Ma
- Department of Surgery, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
| | - Zhao-Yun Liu
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Science, Jinan
- Department of Surgery, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
| | - Zhi-Yong Yu
- Department of Surgery, Shandong Cancer Hospital Affiliated to Shandong University, Shandong Academy of Medical Science, Jinan
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Bennett L, Quinn J, McCall P, Mallon EA, Horgan PG, McMillan DC, Paul A, Edwards J. High IKKα expression is associated with reduced time to recurrence and cancer specific survival in oestrogen receptor (ER)-positive breast cancer. Int J Cancer 2017; 140:1633-1644. [PMID: 28006839 DOI: 10.1002/ijc.30578] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 11/11/2016] [Accepted: 12/09/2016] [Indexed: 01/01/2023]
Abstract
The aim of our study was to examine the relationship between tumour IKKα expression and breast cancer recurrence and survival. Immunohistochemistry was employed in a discovery and a validation tissue microarray to assess the association of tumour IKKα expression and clinico-pathological characteristics. After siRNA-mediated silencing of IKKα, cell viability and apoptosis were assessed in MCF7 and MDA-MB-231 breast cancer cells. In both the discovery and validation cohorts, associations observed between IKKα and clinical outcome measures were potentiated in oestrogen receptor (ER) positive Luminal A tumours. In the discovery cohort, cytoplasmic IKKα was associated with disease-free survival (p = 0.029) and recurrence-free survival on tamoxifen (p < 0.001) in Luminal A tumours. Nuclear IKKα and a combination of cytoplasmic and nuclear IKKα (total tumour cell IKKα) were associated with cancer-specific survival (p = 0.012 and p = 0.007, respectively) and recurrence-free survival on tamoxifen (p = 0.013 and p < 0.001, respectively) in Luminal A tumours. In the validation cohort, cytoplasmic IKKα was associated with cancer-specific survival (p = 0.023), disease-free survival (p = 0.002) and recurrence-free survival on tamoxifen (p = 0.009) in Luminal A tumours. Parallel experiment with breast cancer cells in vitro demonstrated the non-canonical NF-κB pathway was inducible by exposure to lymphotoxin in ER-positive MCF7 cells and not in ER-negative MDA-MB-231 cells. Reduction in IKKα expression by siRNA transfection increased levels of apoptosis and reduced cell viability in MCF7 but not in MDA-MB-231 cells. IKKα is an important determinant of poor outcome in patients with ER-positive invasive ductal breast cancer and thus may represent a potential therapeutic target.
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Affiliation(s)
- Lindsay Bennett
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Jean Quinn
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Pamela McCall
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Elizabeth A Mallon
- Department of Pathology, Southern General Hospital, Glasgow, Scotland, United Kingdom
| | - Paul G Horgan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, Scotland, United Kingdom
| | - Donald C McMillan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow, Scotland, United Kingdom
| | - Andrew Paul
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, Scotland, United Kingdom
| | - Joanne Edwards
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
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Cheng KKW, Dickson A, Gujam FJA, McMillan DC, Edwards J. The relationship between oestrogen receptor-alpha phosphorylation and the tumour microenvironment in patients with primary operable ductal breast cancer. Histopathology 2016; 70:782-797. [PMID: 27891654 DOI: 10.1111/his.13134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Revised: 11/09/2016] [Accepted: 11/23/2016] [Indexed: 01/26/2023]
Abstract
AIMS Although the role of phosphorylation of oestrogen receptor (ER) at serines 118 (p-S118) and 167 (p-S167) has been studied, the relationship between p-S118, p-S167 and the tumour microenvironment in ER-positive primary operable ductal breast cancers have not been investigated. The aims of this study are to investigate (i) the relationship between p-S118/p-S167 and the tumour microenvironment, and (ii) the effect of p-S118/167 on survival and recurrence in ER-positive primary operable ductal breast cancers. METHODS AND RESULTS Patients presenting at three Glasgow hospitals between 1995 and 1998 with invasive ductal ER-positive primary breast cancers were studied (n = 294). Immunohistochemical staining of p-S118 and p-S167 was performed and their association with clinicopathological characteristics, cancer-specific survival (CSS) and recurrence-free interval (RFI) were examined. In the whole cohort, tumour size (P < 0.05) and microvessel density (P < 0.05) were associated with high p-S118 while increased micovessel density (P < 0.05), apoptosis (P < 0.05), general inflammatory infiltrate measured using the Klintrup-Makinen score (P < 0.05) and macrophage infiltrate (P < 0.05) were found to be associated with high p-S167. Only high p-S167 was associated with shorter CSS (P < 0.005) and shorter RFI in the whole cohort (P = 0.001) and separately in the luminal A (P < 0.05) and B tumours (P < 0.05). CONCLUSIONS This study showed that both p-S118 and p-S167 were associated with several microenvironmental factors, including increased microvessel density. In particular, p-S167 was associated with reduced RFI and CSS in the whole cohort and RFI in luminal A and B tumours and could possibly be employed to predict response to kinase inhibitors.
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Affiliation(s)
| | - Ashley Dickson
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Fadia J A Gujam
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences, University of Glasgow, Royal Infirmary, Glasgow, UK
| | - Donald C McMillan
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences, University of Glasgow, Royal Infirmary, Glasgow, UK
| | - Joanne Edwards
- Unit of Experimental Therapeutics, Institute of Cancer Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
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Liu W, Wang L, Liu J, Yuan J, Chen J, Wu H, Xiang Q, Yang G, Li Y. A Comparative Performance Analysis of Multispectral and RGB Imaging on HER2 Status Evaluation for the Prediction of Breast Cancer Prognosis. Transl Oncol 2016; 9:521-530. [PMID: 27835789 PMCID: PMC5109258 DOI: 10.1016/j.tranon.2016.09.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 09/21/2016] [Indexed: 12/15/2022] Open
Abstract
Despite the extensive application of multispectral imaging (MSI) in biomedical multidisciplinary researches, there is a paucity of data available regarding the implication of MSI in tumor prognosis prediction. We compared the behaviors of multispectral (MS) and conventional red-green-blue (RGB) images on assessment of human epidermal growth factor receptor 2 (HER2) immunohistochemistry to explore their impact on outcome in patients with invasive breast cancer (BC). Tissue microarrays containing 240 BC patients were introduced to compare the performance of MS and RGB imaging methods on the quantitative assessment of HER2 status and the prognostic value of 5-year disease-free survival (5-DFS). Both the total and average signal optical density values of HER2 MS and RGB images were analyzed, and all patients were divided into two groups based on the different 5-DFS. The quantification of HER2 MS images was negatively correlated with 5-DFS in lymph node–negative and –positive patients (P < .05), but RGB images were not in lymph node–positive patients (P = .101). Multivariate analysis indicated that the hazard ratio (HR) of HER2 MS was higher than that of HER2 RGB (HR = 2.454; 95% confidence interval [CI], 1.636-3.681 vs HR = 2.060; 95% CI, 1.361-3.119). Additionally, area under curve (AUC) by receiver operating characteristic analysis for HER2 MS was greater than that for HER2 RGB (AUC = 0.649; 95% CI, 0.577-0.722 vs AUC = 0.596; 95% CI, 0.522-0.670) in predicting the risk for recurrence. More importantly, the quantification of HER2 MS images has higher prediction accuracy than that of HER2 RGB images (69.6% vs 65.0%) on 5-DFS. Our study suggested that better information on BC prognosis could be obtained from the quantification of HER2 MS images and MS images might perform better in predicting BC prognosis than conventional RGB images.
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Affiliation(s)
- Wenlou Liu
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Linwei Wang
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Jiuyang Liu
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Jiamei Chen
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Han Wu
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Qingming Xiang
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China
| | - Guifang Yang
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Yan Li
- Department of Oncology, Zhongnan Hospital of Wuhan University, Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuhan, 430071, China; Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital Affiliated to the Capital Medical University, Beijing, 100038, China.
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Arihiro K, Oda M, Ogawa K, Kaneko Y, Shimizu T, Tanaka Y, Marubashi Y, Ishida K, Takai C, Taoka C, Kimura S, Shiroma N. Utility of cytopathological specimens and an automated image analysis for the evaluation of HER2 status and intratumor heterogeneity in breast carcinoma. Pathol Res Pract 2016; 212:1126-1132. [PMID: 27712974 DOI: 10.1016/j.prp.2016.09.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 09/09/2016] [Accepted: 09/19/2016] [Indexed: 01/07/2023]
Abstract
OBJECTIVES Although updated HER2 testing guidelines have been improved by a collaboration between the American Society of Clinical Oncology (ASCO) and the College of American Pathologists (CAP) in 2013, HER2 evaluation is still problematic because of issues involving CEP17 polysomy, heterogeneity, and HER2 score 2+ cases. The aim of this retrospective study was to evaluate the relationship between HER2 gene heterogeneity, or so called CEP17 polysomy, using breast carcinoma cells sampled by scraping and the IHC score graded by automated image analysis using whole slide image. MATERIAL AND METHODS We randomly selected 23 breast carcinoma cases with a HER2 score 0, 24 cases with a HER2 score 1+, 24 cases with HER2 score 2+, and 23 cases with HER2 score 3+ from the records of patients with breast cancer at Hiroshima University Hospital. We compared the results of fluorescent in situ hybridization (FISH) using formalin-fixed, paraffin-embedded (FFPE) tissues and cytological samples and compared the HER2 score calculated using an automated image analysis using wholly scanned slide images and visual counting. RESULTS We successfully performed the FISH assay in 78 of 94 cases (83%) using FFPE tissues and in all 94 (100%) cases using cytological samples. Frequency of both HER2 amplification and CEP17 polysomy was higher when cytological samples were used than when FFPE tissue was used. Frequency of HER2 heterogeneity using cytological samples was higher that than using FFPE tissue, except for the IHC score 3+ cases. CONCLUSIONS When assessment of HER2 status based on FISH using FFPE tissue cannot be accomplished, FISH using cytological samples should be considered. When intensity of HER2 is heterogeneous in the tumor tissue, particularly in cases regarded as score 2+, they should be evaluated by automated image analysis using the whole slide image.
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Affiliation(s)
- Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan.
| | - Miyo Oda
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Katsunari Ogawa
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Yoshie Kaneko
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Tomomi Shimizu
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Yuna Tanaka
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Yukari Marubashi
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Katsunari Ishida
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Chikako Takai
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Chie Taoka
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Shuji Kimura
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
| | - Noriyuki Shiroma
- Department of Anatomical Pathology, Hiroshima University Hospital, Japan
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11
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Campbell EJ, Tesson M, Doogan F, Mohammed ZMA, Mallon E, Edwards J. The combined endocrine receptor in breast cancer, a novel approach to traditional hormone receptor interpretation and a better discriminator of outcome than ER and PR alone. Br J Cancer 2016; 115:967-973. [PMID: 27657341 PMCID: PMC5061898 DOI: 10.1038/bjc.2016.206] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 05/26/2016] [Accepted: 06/07/2016] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The functional role of progesterone receptor (PR) signalling was previously unclear and PR testing in breast cancer is controversial. Recent defining work has highlighted the functional crosstalk that exists between the oestrogen receptor (ER) and PR. The purpose of this retrospective cohort study was to compare the prognostic value of the combined ER and PR score with either ER or PR alone. METHODS Tumour Allred ER and PR scores were reclassified as negative, low and high. The combined endocrine receptor (CER) was calculated as the average of the reclassified ER and PR scores, resulting in three groups: CER negative, impaired and high. Cox proportional hazards models were used to estimate disease-free survival (DFS) and breast cancer-specific survival (BCSS). RESULTS The CER was a more powerful predictor of 5-year DFS and BCSS than either ER or PR alone. In multivariate analysis that included ER, PR and CER, only CER remained an independent prognostic variable for 5-year DFS (hazard ratio (HR) 0.393; CI: 0.283-0.548, P=0.00001) and BCSS (HR 0.553; CI: 0.423-0.722; P=2.506 × 10-8). In ER-positive (ER+) patients impaired CER was an independent marker of poor outcome for 5-year DFS (HR 2.469; CI: 1.049-5.810; P=0.038) and BCSS (HR 1.946; CI: 1.054-3.596; P=0.033) in multivariate analysis that included grade, lymph node, tumour size, HER2 status and PR status. The results were validated in a separate cohort of patients. CONCLUSIONS Combined endocrine receptor is a more powerful discriminator of patient outcome than either ER or PR alone. Economical and simple, it can identify risk in ER+ early breast cancer and potentially be used for adjuvant cytotoxic chemotherapy decision-making.
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Affiliation(s)
- Esther J Campbell
- Department of Surgery, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK.,Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Translational Cancer Research Centre, Garscube Estate, Glasgow G61 1HQ, UK
| | - Mathias Tesson
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Translational Cancer Research Centre, Garscube Estate, Glasgow G61 1HQ, UK
| | - Flora Doogan
- Department of Surgery, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Zahra M A Mohammed
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Translational Cancer Research Centre, Garscube Estate, Glasgow G61 1HQ, UK.,Academic Unit of Colorectal Surgery, School of Medicine, University of Glasgow, Glasgow Royal Infirmary, Glasgow G4 0ET, UK
| | - Elizabeth Mallon
- Department of Pathology, Queen Elizabeth University Hospital, Glasgow G51 4TF, UK
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Wolfson Wohl Translational Cancer Research Centre, Garscube Estate, Glasgow G61 1HQ, UK
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12
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The relationship between tumour budding, the tumour microenvironment and survival in patients with invasive ductal breast cancer. Br J Cancer 2015; 113:1066-74. [PMID: 26263482 PMCID: PMC4651125 DOI: 10.1038/bjc.2015.287] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 07/08/2015] [Accepted: 07/14/2015] [Indexed: 12/17/2022] Open
Abstract
Background: Tumour budding has previously been reported to predict survival in several solid organ tumours, including breast; however, whether this is independent of other aspects of the tumour microenvironment is unknown. In the present study, the relationship between tumour budding, the tumour microenvironment and survival was examined in patients with invasive ductal breast cancer. Methods: Patients presenting between 1995 and 1998 were studied (n=474). Using routine pathological sections, tumour budding was measured at the invasive margin and its association with clinicopathological characteristics and cancer-specific survival (CSS) was examined. Results: Tumour budding was associated with several adverse pathological characteristics, including lymph node involvement, lymph vessel invasion (LVI), increased tumour stroma percentage (TSP) and weaker local inflammatory infiltrative. Tumour budding was associated with reduced CSS (hazard ratio (HR) 2.08, 95% confidence interval (CI) 1.14–3.09, P=0.004), independent of nodal status, molecular subtypes, tumour necrosis, CD8+, CD138+, LVI, blood vessel invasion and TSP. Further, tumour budding was independently associated with reduced CSS in node-negative patients (HR 2.63, 95% CI 1.16–5.92, P=0.020) and those who have low TSP (HR 1.98, 95% CI 1.09–3.57, P=0.024) and high-grade local inflammatory infiltrative (HR 2.27, 95% CI 1.35–5.36, P=0.014). Conclusions: Tumour budding was a significant predictor of survival in patients with invasive ductal breast cancer, independent of adverse pathological characteristics and components of tumour microenvironment. The present study further confirms the clinical utility of both tumour and host-based factors of tumour microenvironment.
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13
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Kostakis ID, Agrogiannis G, Vaiopoulos AG, Mylona E, Patsouris E, Kouraklis G, Koutsilieris M. A clinicopathological analysis of KISS1 and KISS1R expression in colorectal cancer. APMIS 2015; 123:629-37. [PMID: 26010933 DOI: 10.1111/apm.12397] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2014] [Accepted: 03/11/2015] [Indexed: 02/01/2023]
Abstract
Kisspeptins, the products of the KISS1 gene have tumor suppressing and antimetastatic properties. We aimed to study KISS1 and KISS1R expression in colorectal cancer. We analyzed KISS1 and KISS1R expression using immunohistochemistry and image analysis in normal and malignant tissue samples from 111 patients with colorectal adenocarcinoma. KISS1 expression was much higher in the normal than in the malignant colonic mucosa. Regarding malignant tissues, KISS1 levels were higher in larger tumors, in stage III and IV cancers, in cancers with lymph node metastasis and in tumors located in the distal part of the large intestine. Patients with greater KISS1 levels had worse prognosis. No KISS1R expression was detected in normal or malignant tissues or in liver metastases. KISS1 expression is reduced during the malignant transformation of the colonic mucosa. However, larger and advanced colorectal cancers express more KISS1, without reaching the former normal levels, and increased KISS1 levels are associated with worse prognosis. Finally, neither the normal nor the malignant colonic epithelial cells produce KISS1R.
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Affiliation(s)
- Ioannis D Kostakis
- Second Department of Propedeutic Surgery, "Laiko" General Hospital, National and Kapodistrian University of Athens, Medical School, Athens, Greece.,Department of Experimental Physiology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - George Agrogiannis
- First Department of Pathology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Aristeidis G Vaiopoulos
- Second Department of Propedeutic Surgery, "Laiko" General Hospital, National and Kapodistrian University of Athens, Medical School, Athens, Greece.,Department of Experimental Physiology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Eleni Mylona
- First Department of Pathology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Efstratios Patsouris
- First Department of Pathology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Gregory Kouraklis
- Second Department of Propedeutic Surgery, "Laiko" General Hospital, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Michael Koutsilieris
- Department of Experimental Physiology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
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14
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Veta M, Pluim JPW, van Diest PJ, Viergever MA. Breast cancer histopathology image analysis: a review. IEEE Trans Biomed Eng 2015; 61:1400-11. [PMID: 24759275 DOI: 10.1109/tbme.2014.2303852] [Citation(s) in RCA: 265] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
This paper presents an overview of methods that have been proposed for the analysis of breast cancer histopathology images. This research area has become particularly relevant with the advent of whole slide imaging (WSI) scanners, which can perform cost-effective and high-throughput histopathology slide digitization, and which aim at replacing the optical microscope as the primary tool used by pathologist. Breast cancer is the most prevalent form of cancers among women, and image analysis methods that target this disease have a huge potential to reduce the workload in a typical pathology lab and to improve the quality of the interpretation. This paper is meant as an introduction for nonexperts. It starts with an overview of the tissue preparation, staining and slide digitization processes followed by a discussion of the different image processing techniques and applications, ranging from analysis of tissue staining to computer-aided diagnosis, and prognosis of breast cancer patients.
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15
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Gujam FJA, Going JJ, Mohammed ZMA, Orange C, Edwards J, McMillan DC. Immunohistochemical detection improves the prognostic value of lymphatic and blood vessel invasion in primary ductal breast cancer. BMC Cancer 2014; 14:676. [PMID: 25234410 PMCID: PMC4177173 DOI: 10.1186/1471-2407-14-676] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2013] [Accepted: 09/16/2014] [Indexed: 11/23/2022] Open
Abstract
Background Lymphovascular invasion (LBVI) including lymphatic (LVI) and blood (BVI) vessel invasion is a critical step in cancer metastasis. In breast cancer, the optimal detection method of LBVI remains unclear. This research aimed to compare the prognostic value of different assessments of the LVI and BVI in patients with early breast cancer. Methods The study cohort included 360 patients with a median follow-up of 168 months. LBVI on H&E sections (LBVIH&E) was reviewed centrally and blinded to the pathology report. Immunohistochemical staining for D2-40 and Factor VIII was performed to identify LVID2–40 and BVIFVIII. Results LBVIH&E, LVID2–40 and BVIFVIII were present in 102 (28%), 127 (35%) and 59 (16%) patients respectively. In node-negative patients (206), LBVIH&E, LVID2–40 and BVIFVIII were present in 41 (20%), 53 (26%) and 21 (10%) respectively. In triple-negative patients (120), LBVIH&E, LVID2–40 and BVIFVIII were present in 35 (29%), 46 (38%) and 16 (13%) respectively. LBVIH&E was significantly associated with tumour recurrence in the whole cohort (P < 0.001), node-negative patients (P = 0.001) and triple-negative patients (P = 0.004). LVID2–40 and BVIFVIII were significantly associated with tumour recurrence in whole cohort, node-negative (all P < 0.001) and triple-negative patients (P = 0.002). In multivariate survival analysis, only LVID2–40 and BVIFVIII were independent predictors of cancer specific survival in the whole cohort (P = 0.023 and P < 0.001 respectively), node-negative patients (P = 0.004 and P = 0.001 respectively) and triple-negative patients (P = 0.014 and P = 0.001 respectively). Conclusion Assessment of LVI and BVI by IHC using D2-40 and Factor VIII improves prediction of outcome in patients with node-negative and triple-negative breast cancer.
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Affiliation(s)
- Fadia J A Gujam
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences-University of Glasgow, Royal Infirmary, Glasgow, UK.
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16
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Image analysis of immunohistochemistry is superior to visual scoring as shown for patient outcome of esophageal adenocarcinoma. Histochem Cell Biol 2014; 143:1-9. [PMID: 25156293 DOI: 10.1007/s00418-014-1258-2] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/30/2014] [Indexed: 12/13/2022]
Abstract
Quantification of protein expression based on immunohistochemistry (IHC) is an important step in clinical diagnoses and translational tissue-based research. Manual scoring systems are used in order to evaluate protein expression based on staining intensities and distribution patterns. However, visual scoring remains an inherently subjective approach. The aim of our study was to explore whether digital image analysis proves to be an alternative or even superior tool to quantify expression of membrane-bound proteins. We analyzed five membrane-binding biomarkers (HER2, EGFR, pEGFR, β-catenin, and E-cadherin) and performed IHC on tumor tissue microarrays from 153 esophageal adenocarcinomas patients from a single center study. The tissue cores were scored visually applying an established routine scoring system as well as by using digital image analysis obtaining a continuous spectrum of average staining intensity. Subsequently, we compared both assessments by survival analysis as an end point. There were no significant correlations with patient survival using visual scoring of β-catenin, E-cadherin, pEGFR, or HER2. In contrast, the results for digital image analysis approach indicated that there were significant associations with disease-free survival for β-catenin, E-cadherin, pEGFR, and HER2 (P = 0.0125, P = 0.0014, P = 0.0299, and P = 0.0096, respectively). For EGFR, there was a greater association with patient survival when digital image analysis was used compared to when visual scoring was (visual: P = 0.0045, image analysis: P < 0.0001). The results of this study indicated that digital image analysis was superior to visual scoring. Digital image analysis is more sensitive and, therefore, better able to detect biological differences within the tissues with greater accuracy. This increased sensitivity improves the quality of quantification.
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17
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Ferrari N, Mohammed ZMA, Nixon C, Mason SM, Mallon E, McMillan DC, Morris JS, Cameron ER, Edwards J, Blyth K. Expression of RUNX1 correlates with poor patient prognosis in triple negative breast cancer. PLoS One 2014; 9:e100759. [PMID: 24967588 PMCID: PMC4072705 DOI: 10.1371/journal.pone.0100759] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 05/28/2014] [Indexed: 12/21/2022] Open
Abstract
The RUNX1 transcription factor is widely recognised for its tumour suppressor effects in leukaemia. Recently a putative link to breast cancer has started to emerge, however the function of RUNX1 in breast cancer is still unknown. To investigate if RUNX1 expression was important to clinical outcome in primary breast tumours a tissue microarray (TMA) containing biopsies from 483 patients with primary operable invasive ductal breast cancer was stained by immunohistochemistry. RUNX1 was associated with progesterone receptor (PR)-positive tumours (P<0.05), more tumour CD4+(P<0.05) and CD8+(P<0.01) T-lymphocytic infiltrate, increased tumour CD138+plasma cell (P<0.01) and more CD68+macrophage infiltrate (P<0.001). RUNX1 expression did not influence outcome of oestrogen receptor (ER)-positive or HER2-positive disease, however on univariate analysis a high RUNX1 protein was significantly associated with poorer cancer-specific survival in patients with ER-negative (P<0.05) and with triple negative (TN) invasive breast cancer (P<0.05). Furthermore, multivariate Cox regression analysis of cancer-specific survival showed a trend towards significance in ER-negative patients (P<0.1) and was significant in triple negative patients (P<0.05). Of relevance, triple negative breast cancer currently lacks good biomarkers and patients with this subtype do not benefit from the option of targeted therapy unlike patients with ER-positive or HER2-positive disease. Using multivariate analysis RUNX1 was identified as an independent prognostic marker in the triple negative subgroup. Overall, our study identifies RUNX1 as a new prognostic indicator correlating with poor prognosis specifically in the triple negative subtype of human breast cancer.
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Affiliation(s)
- Nicola Ferrari
- Transgenic Models Lab, Cancer Research UK Beatson Institute, Glasgow, Scotland, United Kingdom
| | - Zahra M. A. Mohammed
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Colin Nixon
- Transgenic Models Lab, Cancer Research UK Beatson Institute, Glasgow, Scotland, United Kingdom
| | - Susan M. Mason
- Transgenic Models Lab, Cancer Research UK Beatson Institute, Glasgow, Scotland, United Kingdom
| | - Elizabeth Mallon
- University Pathology Unit, Southern General Hospital, Glasgow, Scotland, United Kingdom
| | - Donald C. McMillan
- Academic Unit of Surgery, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Joanna S. Morris
- School of Veterinary Medicine, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Ewan R. Cameron
- School of Veterinary Medicine, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Joanne Edwards
- Institute of Cancer Sciences, University of Glasgow, Glasgow, Scotland, United Kingdom
| | - Karen Blyth
- Transgenic Models Lab, Cancer Research UK Beatson Institute, Glasgow, Scotland, United Kingdom
- * E-mail:
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18
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The relationship between the tumour stroma percentage, clinicopathological characteristics and outcome in patients with operable ductal breast cancer. Br J Cancer 2014; 111:157-65. [PMID: 24874480 PMCID: PMC4090742 DOI: 10.1038/bjc.2014.279] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Revised: 04/07/2014] [Accepted: 04/30/2014] [Indexed: 01/05/2023] Open
Abstract
Background: The percentage of tumour stroma (TSP) has recently been reported to be a novel independent predictor of outcome in patients with a variety of common solid organ tumours. The aim of this study was to examine the relationship between TSP, clinicopathological characteristics and outcome in patients with invasive ductal breast cancer, in particular node negative and triple negative disease. Methods: A total of 361 patients with primary operable invasive ductal breast cancer were included in this study. The TSP was assessed visually on the haematoxylin and eosin-stained tissue sections. With a cutoff value of 50% TSP, patients with ⩽50% stroma were classified as the low-TSP group and those with >50% stroma were classified as the high-TSP group. Results: A total of 109 (30%) patients had high TSP. Patients with high TSP were old age (P=0.035), had more Her-2-positive tumours (P=0.029), low-grade tumour inflammatory infiltrate (P=0.034), low CD68+macrophage infiltrate (P<0.001), low CD4+ (P=0.023) and low CD8+ T-lymphocytes infiltrate (P=0.017), tumour recurrence (P=0.015) and shorter cancer-specific survival (P<0.001). In node-negative patients (n=207), high TSP was associated with low CD68+macrophage infiltrate (P=0.001), low CD4+ (P=0.040) and low CD8+ T-lymphocytes infiltrate (P=0.016) and shorter cancer-specific survival (P=0.005). In triple negative patients (n=151), high TSP was associated with high tumour grade (P=<0.001), lymph node positivity (P=0.027), low CD68+macrophage infiltrate (P=0.011) and shorter cancer-specific survival (P=0.035). The 15-year cancer-specific survival rate was 79% vs 21% in the low-TSP group vs high-TSP group. In multivariate survival analysis, a high TSP was associated with reduced cancer-specific survival in the whole cohort (P=0.001), node-negative patients (P=0.007) and those who received systemic adjuvant therapy (P=0.021), independent of other pathological characteristics including host inflammatory response. However, TSP was not an independent prognostic factor for triple negative patients (P=0.151). Conclusions: A high TSP in primary operable invasive ductal breast cancer was associated with recurrence and poorer long-term survival. The inverse relation with the tumour inflammatory infiltrate highlights the importance of the amount of tumour stroma on immunological response in patients with primary operable ductal breast cancer. Implementing this simple and reproducible parameter in routine pathological examination may help optimise risk stratification in patients with invasive ductal breast cancer.
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19
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McDonald L, Ferrari N, Terry A, Bell M, Mohammed ZM, Orange C, Jenkins A, Muller WJ, Gusterson BA, Neil JC, Edwards J, Morris JS, Cameron ER, Blyth K. RUNX2 correlates with subtype-specific breast cancer in a human tissue microarray, and ectopic expression of Runx2 perturbs differentiation in the mouse mammary gland. Dis Model Mech 2014; 7:525-34. [PMID: 24626992 PMCID: PMC4007404 DOI: 10.1242/dmm.015040] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
RUNX2, a master regulator of osteogenesis, is oncogenic in the lymphoid lineage; however, little is known about its role in epithelial cancers. Upregulation of RUNX2 in cell lines correlates with increased invasiveness and the capacity to form osteolytic disease in models of breast and prostate cancer. However, most studies have analysed the effects of this gene in a limited number of cell lines and its role in primary breast cancer has not been resolved. Using a human tumour tissue microarray, we show that high RUNX2 expression is significantly associated with oestrogen receptor (ER)/progesterone receptor (PR)/HER2-negative breast cancers and that patients with high RUNX2 expression have a poorer survival rate than those with negative or low expression. We confirm RUNX2 as a gene that has a potentially important functional role in triple-negative breast cancer. To investigate the role of this gene in breast cancer, we made a transgenic model in which Runx2 is specifically expressed in murine mammary epithelium under the control of the mouse mammary tumour virus (MMTV) promoter. We show that ectopic Runx2 perturbs normal development in pubertal and lactating animals, delaying ductal elongation and inhibiting lobular alveolar differentiation. We also show that the Runx2 transgene elicits age-related, pre-neoplastic changes in the mammary epithelium of older transgenic animals, suggesting that elevated RUNX2 expression renders such tissue more susceptible to oncogenic changes and providing further evidence that this gene might have an important, context-dependent role in breast cancer.
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Affiliation(s)
- Laura McDonald
- Cancer Research UK Beatson Institute, Switchback Road, Bearsden, Glasgow, G61 1BD, UK
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20
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Lourenço FC, Munro J, Brown J, Cordero J, Stefanatos R, Strathdee K, Orange C, Feller SM, Sansom OJ, Vidal M, Murray GI, Olson MF. Reduced LIMK2 expression in colorectal cancer reflects its role in limiting stem cell proliferation. Gut 2014; 63:480-93. [PMID: 23585469 PMCID: PMC3932979 DOI: 10.1136/gutjnl-2012-303883] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2012] [Revised: 02/12/2013] [Accepted: 03/24/2013] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Colorectal cancer (CRC) is a major contributor to cancer mortality and morbidity. LIM kinase 2 (LIMK2) promotes tumour cell invasion and metastasis. The objectives of this study were to determine how LIMK2 expression is associated with CRC progression and patient outcome, and to use genetically modified Drosophila and mice to determine how LIMK2 deletion affects gastrointestinal stem cell regulation and tumour development. DESIGN LIMK2 expression and activity were measured by immunostaining tumours from CRC-prone mice, human CRC cell lines and 650 human tumours. LIMK knockdown in Drosophila or Limk2 deletion in mice allowed for assessment of their contributions to gastrointestinal stem cell homeostasis and tumour development. RESULTS LIMK2 expression was reduced in intestinal tumours of cancer-prone mice, as well as in human CRC cell lines and tumours. Reduced LIMK2 expression and substrate phosphorylation were associated with shorter patient survival. Genetic analysis in Drosophila midgut and intestinal epithelial cells isolated from genetically modified mice revealed a conserved role for LIMK2 in constraining gastrointestinal stem cell proliferation. Limk2 deletion increased colon tumour size in a colitis-associated colorectal mouse cancer model. CONCLUSIONS This study revealed that LIMK2 expression and activity progressively decrease with advancing stage, and supports the hypothesis that there is selective pressure for reduced LIMK2 expression in CRC to relieve negative constraints imposed upon gastrointestinal stem cells.
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Affiliation(s)
| | - June Munro
- Beatson Institute for Cancer Research, Glasgow, UK
| | | | | | | | | | - Clare Orange
- Department of Pathology, Division of Cancer Sciences and Molecular Pathology, Western Infirmary, Glasgow, UK
| | - Stephan M Feller
- Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | | | - Marcos Vidal
- Beatson Institute for Cancer Research, Glasgow, UK
| | - Graeme I Murray
- Department of Pathology, Division of Applied Medicine, School of Medicine and Dentistry, University of Aberdeen, Aberdeen, UK
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21
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Mohammed ZMA, McMillan DC, Edwards J, Mallon E, Doughty JC, Orange C, Going JJ. The relationship between lymphovascular invasion and angiogenesis, hormone receptors, cell proliferation and survival in patients with primary operable invasive ductal breast cancer. BMC Clin Pathol 2013; 13:31. [PMID: 24274633 PMCID: PMC4175483 DOI: 10.1186/1472-6890-13-31] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2012] [Accepted: 11/21/2013] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Several well-established tumour prognostic factors are used to guide the clinical management of patients with breast cancer. Lymphovascular invasion and angiogenesis have also been reported to have some promise as prognostic factors. The aim of the present study was to examine the prognostic value of tumour lymphovascular invasion and microvessel density compared with that of established prognostic factors in invasive ductal breast cancer. METHODS In addition to hormone receptor status and Ki-67 proliferative activity, lymphovascular invasion and microvessel density and their relationship with survival were examined in patients with invasive ductal breast cancer. Full sections and tissue microarrays (n = 384 patients) were utilised to assess these factors and were scored by appropriate methods. RESULTS On univariate analysis tumour size (P < 0.05), lymph node involvement (P < 0.01), lymphovascular invasion (P < 0.05), microvessel density (P < 0.05) and local- regional treatment (P < 0.01) were associated with poorer survival in ER negative tumours. On multivariate analysis in ER negative tumours lymph node involvement (P < 0.01) and local- regional treatment (P < 0.05) were independently associated with poorer cancer-specific survival. On univariate analysis tumour grade (P < 0.05), lymph node involvement (P < 0.001), HER-2 (P < 0.05), Ki-67 (P < 0.01) and lymphovascular invasion (P < 0.001) were associated with poorer survival in ER positive tumours. On multivariate analysis lymph node involvement (P < 0.001), Ki-67 (P < 0.001) and lymphovascular invasion (P < 0.05) were independently associated with poorer cancer-specific survival in ER positive tumours. CONCLUSION Lymphovascular invasion but not microvessel density was independently associated with poorer survival in patients with ER positive but not ER negative invasive ductal breast cancer.
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Affiliation(s)
- Zahra MA Mohammed
- Academic Unit of Surgery, College of Medical, Veterinary and Life of Sciences, Royal Infirmary, University of Glasgow, Glasgow G31 2ER, UK
- University Departments of Pathology, Faculty of Veterinary Medicine, Omar Almukhtar University, Al bayda, PO Box 919, Libya
| | - Donald C McMillan
- Academic Unit of Surgery, College of Medical, Veterinary and Life of Sciences, Royal Infirmary, University of Glasgow, Glasgow G31 2ER, UK
| | - Joanne Edwards
- Unit of Experimental Therapeutics, Institute of Cancer, College of Medical, Veterinary and Life Sciences, Royal and Western Infirmary, University of Glasgow, Glasgow G11 6NT, UK
| | - Elizabeth Mallon
- University Department of Pathology, College of Medical, Veterinary and Life of Sciences, Royal and Western Infirmaries, University of Glasgow, Glasgow G11 6NT, UK
| | - Julie C Doughty
- Department of Surgery, Western Infirmary, Glasgow G11 6NT, UK
| | - Clare Orange
- University Department of Pathology, College of Medical, Veterinary and Life of Sciences, Royal and Western Infirmaries, University of Glasgow, Glasgow G11 6NT, UK
| | - James J Going
- Unit of Experimental Therapeutics, Institute of Cancer, College of Medical, Veterinary and Life Sciences, Royal and Western Infirmary, University of Glasgow, Glasgow G11 6NT, UK
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The relationship between lymphocyte subsets and clinico-pathological determinants of survival in patients with primary operable invasive ductal breast cancer. Br J Cancer 2013; 109:1676-84. [PMID: 23982600 PMCID: PMC3777002 DOI: 10.1038/bjc.2013.493] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Revised: 07/22/2013] [Accepted: 07/26/2013] [Indexed: 01/01/2023] Open
Abstract
Background: The importance of lymphocyte subtypes in determining outcome in primary operable ductal invasive breast cancer remains unclear. The aim of present study was to examine the relationship between tumour lymphocyte subsets infiltrate and standard clinico-pathological factors and survival in patients with primary operable invasive ductal breast cancer. Methods: The analysis of the inflammatory cell infiltrate, including lymphocyte subtypes, was undertaken using immunohistochemical techniques and visual quantitative and semi-quantitative techniques in 338 patients with ductal breast cancer. Results: The majority (91%) of patients had high grade inflammatory cell infiltrate. The median follow-up of the survivors was 164 months. During this period, 65 died of their cancer. On univariate analysis, tumour inflammatory cell infiltrate, macrophages infiltrate (P<0.05), lymphocytic infiltrate (P<0.001) and CD8+ T-lymphocytic infiltrate (P<0.01) were associated with improved cancer-specific survival, whereas neutrophil (P<0.05) and CD138+ B-lymphocytic infiltrate (P<0.001) were associated with poorer cancer-specific survival. On multivariate analysis, tumour lymphocytic infiltrate (P<0.001), macrophage infiltrate (P<0.05), CD8+ T-lymphocytic infiltrate (P<0.01) and CD138+ B-lymphocytic infiltrate (P<0.001) were independently associated with cancer survival. When the significant inflammatory cell types were included with tumour-based factors in multivariate analysis only tumour size (Hazard ratios (HR): 2.55, 95% confidence interval (CI): 1.53–4.27, P<0.001), Ki-67 index (HR: 2.08, 95% CI: 1.08–4.00, P<0.05), lymphovascular invasion (HR: 4.40, 95% CI: 2.07–9.35, P<0.001), macrophage infiltrate (HR: 0.49, 95% CI: 0.33–0.73, P<0.001), lymphocytic infiltrate (HR: 0.11, 95% CI: 0.05–0.23, P<0.001), CD8+ T-lymphocytic infiltrate (HR: 0.57, 95% CI: 0.38–0.87, P<0.001) and CD138+ B-lymphocytic infiltrate (HR: 2.86, 95% CI: 1.79–4.56, P<0.001) were independently associated with cancer survival. Conclusion: The majority of patients with invasive ductal breast cancer had high-grade inflammatory cell infiltrate. In these patients, inflammatory cells including macrophage and lymphocytic infiltrate, and subsets CD8+ T-lymphocytic infiltrate and CD138+ B-lymphocytic infiltrate had superior prognostic value, compared with hormone status and lymph node involvement in patients with primary operable invasive ductal breast cancer.
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The relationship between components of tumour inflammatory cell infiltrate and clinicopathological factors and survival in patients with primary operable invasive ductal breast cancer. Br J Cancer 2012; 107:864-73. [PMID: 22878371 PMCID: PMC3426752 DOI: 10.1038/bjc.2012.347] [Citation(s) in RCA: 115] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The importance of the components of host local inflammatory response in determining outcome in primary operable ductal invasive breast cancer is not clear. The aim of this study was to examine the relationship between components of the tumour inflammatory cell infiltrate and standard clinicopathological factors including hormone status (oestrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor (HER)-2), Ki-67 and survival in patients with primary operable invasive ductal breast cancer. METHODS Tumour inflammatory cell infiltrate, hormone status (ER, PR and HER-2), Ki-67 and standard clinicopathological factors were determined using routine pathological and immuno-histochemical techniques in 468 patients. RESULTS The large majority (94%) of ductal tumours had evidence of inflammatory cell infiltrate. The general inflammatory cell infiltrate was positively associated with high grade (P<0.001), the absence of ER (P<0.001), the absence of PR (P<0.01), the presence of vascular invasion (P<0.05) and high lymphocytic infiltrate, plasma cell infiltrate, other inflammatory cell infiltrate and macrophage infiltrate (all P<0.001). The median follow-up of the survivors was 165 months. During this period, 93 patients died of their cancer. On univariate analysis, stratified for ER status, tumour size (P<0.01), lymph node involvement (P<0.001), tumour plasma cell infiltrate (P<0.001), other inflammatory cell infiltrate (P<0.05) and treatment (P<0.05) were associated with poorer cancer-specific survival whereas lymphocyte infiltrate (P<0.001) was associated with improved cancer-specific survival. On multivariate analysis, stratified for ER status, lymph node involvement (P<0.05) was independently associated with poorer cancer-specific survival whereas increased tumour lymphocyte infiltrate (P<0.001) was independently associated with improved cancer-specific survival. CONCLUSION The results of this study show that, using routine histology, the general inflammatory cell infiltrate was a common feature and was positively associated with high grade, the absence of ER, the absence of PR, the presence of vascular invasion and high-grade infiltration of lymphocytes, plasma cells, other inflammatory cells and macrophages. Also, that within a mature cohort of patients, a high lymphocytic infiltrate was associated with improved survival, independent of clinicopathological characteristics including ER status, in primary operable ductal invasive breast cancer. These results rationalise previous work and provide a sound basis for future studies in this important area of breast cancer research.
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