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Oturkar CC, Rosario SR, Hutson AD, Groman A, Edge SB, Morrison CD, Swetzig WM, Wang J, Park JH, Kaipparettu BA, Singh PK, Kumar S, Cappuccino HH, Ranjan M, Adjei A, Ghasemi M, Goey AK, Kulkarni S, Das GM. ESR1 and p53 interactome alteration defines mechanisms of tamoxifen response in luminal breast cancer. iScience 2024; 27:109995. [PMID: 38868185 PMCID: PMC11166704 DOI: 10.1016/j.isci.2024.109995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 04/25/2024] [Accepted: 05/13/2024] [Indexed: 06/14/2024] Open
Abstract
The canonical mechanism behind tamoxifen's therapeutic effect on estrogen receptor α/ESR1+ breast cancers is inhibition of ESR1-dependent estrogen signaling. Although ESR1+ tumors expressing wild-type p53 were reported to be more responsive to tamoxifen (Tam) therapy, p53 has not been factored into choice of this therapy and the mechanism underlying the role of p53 in Tam response remains unclear. In a window-of-opportunity trial on patients with newly diagnosed stage I-III ESR1+/HER2/wild-type p53 breast cancer who were randomized to arms with or without Tam prior to surgery, we reveal that the ESR1-p53 interaction in tumors was inhibited by Tam. This resulted in functional reactivation of p53 leading to transcriptional reprogramming that favors tumor-suppressive signaling, as well as downregulation of oncogenic pathways. These findings illustrating the convergence of ESR1 and p53 signaling during Tam therapy enrich mechanistic understanding of the impact of p53 on the response to Tam therapy.
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Affiliation(s)
- Chetan C. Oturkar
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Spencer R. Rosario
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Alan D. Hutson
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Adrianne Groman
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Stephen B. Edge
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Carl D. Morrison
- Department of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Wendy M. Swetzig
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Jianmin Wang
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Jun Hyoung Park
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | | | - Prashant K. Singh
- Department of Cancer Genetics and Genomics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Shicha Kumar
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Helen H. Cappuccino
- Department of Breast Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Manish Ranjan
- Division of Breast Surgery, Northwestern University Feinberg School of Medicine, Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, USA
| | - Araba Adjei
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Mohammad Ghasemi
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Andrew K.L. Goey
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Swati Kulkarni
- Division of Breast Surgery, Northwestern University Feinberg School of Medicine, Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, USA
| | - Gokul M. Das
- Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
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Su Y, Zhao J, Fu H, Liu Z, Du P, Zheng J, Wu J, Zhang J. TP53 R175H mutation promotes breast cancer cell proliferation through CORO1A-P38 MAPK pathway regulation. Biochem Pharmacol 2024; 221:116047. [PMID: 38331350 DOI: 10.1016/j.bcp.2024.116047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/23/2024] [Accepted: 02/05/2024] [Indexed: 02/10/2024]
Abstract
Breast cancer is the most commonly diagnosed cancer in women. Among all types, triple-negative breast cancer is particularly challenging to cure because of its high recurrence rates and invasive and metastatic capacity. Although numerous studies have explored the role of TP53 mutations in cancer, there is a dearth of research regarding the correlation between TP53 mutations and breast cancer cell proliferation. In this study, our aim was to examine the impact of TP53 mutations on the prognosis of patients with breast cancer bioinformatics techniques. To detect cell proliferation, a CCK8 assay was performed, and western blotting was used to identify the expression of p53, p38, and p-p38 proteins. Cellular mRNA sequencing was used to screen target genes of TP53 mutations, and molecular docking was performed to identify the drugs that could hinder the proliferation of breast cancer cells.The results showed that the TP53 mutation rate is higher in patients with triple-negative breast cancer than non-triple-negative breast cancer, and those with TP53 mutations tended to have a poorer prognosis than those without. Patients with R175H site mutations also had shorter survival times than those without. Cytological experiments revealed that the TP53R175H mutation increases the rate of breast cancer cell proliferation. In conjunction with this, CORO1A was found to be a downstream target of TP53 mutations, and it was determined to promote breast cancer cell proliferation. Moreover, CORO1A overexpression resulted in the downregulation of p-p38 levels. Molecular docking studies further revealed that tea polyphenols can inhibit breast cancer proliferation by binding to p53.
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Affiliation(s)
- Yali Su
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Jiaxuan Zhao
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Haoran Fu
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Zeliang Liu
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Panyan Du
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Jianxia Zheng
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China
| | - Jinghua Wu
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China.
| | - Jinghua Zhang
- Department of Clinical Laboratory, North China University of Science and Technology Affiliated Tangshan Maternal and Child Health Care Hospital-Tangshan, China; Key Laboratory of Molecular Medicine for Abnormal Development and Related Diseases in Tangshan City-Tangshan, China.
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3
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Nikanfar A, Nikanfar M, Fakhrjou A. Prevalence of Androgen Receptor in Invasive Breast Cancer and Its Association with Clinicopathologic Features in East Azarbaijan Province of Iran: A Cross-Sectional Study. Int J Hematol Oncol Stem Cell Res 2023; 17:186-193. [PMID: 37817975 PMCID: PMC10560644 DOI: 10.18502/ijhoscr.v17i3.13308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Accepted: 05/01/2021] [Indexed: 10/12/2023] Open
Abstract
Background: Breast cancer is the most common malignancy and the leading cause of cancer-related deaths in females. Accordingly, the evaluation of new prognostic markers and therapeutic targets is of vital importance. Here, we aimed to detect androgen receptor (AR) status and define its association with clinicopathologic parameters in patients with invasive breast cancer. Materials and Methods: In this study, AR status was studied in 104 patients with invasive breast carcinoma by immunohistochemistry. Besides, its association with clinicopathologic factors, i.e., age, menopausal status, tumor size, lymph node involvement, tumor stage, tumor grade and estrogen receptor (ER), progesterone receptor (PR), Her2/neu, Ki-67and P53 were investigated. Results: AR was positive in 84 patients (80.8%), and its expression in ER-positive (85.7%) and PR-positive (85.6%) patients were remarkably higher than in ER-negative (46.2%) and PR-negative (50%) patients (p= 0.001 and p=0.002, respectively). AR expression was noticeably lower in Her2/neu-positive (25%) patients compared to Her2/neu-negative (87.9%) ones (p=0.000). AR expression was also higher in patients with smaller, earlier stage, and low mitotically active tumors, but the association was not statistically significant. Conclusion: The expression of AR in patients with breast cancer was found to be high and its association with ER-positive, PR-positive, and HER2/neu-negative tumors was found to be significant. In that light, this receptor may play an important role in the determination of prognosis and targeted therapy in breast cancer.
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Affiliation(s)
- Alireza Nikanfar
- Hematology and Oncology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahsa Nikanfar
- Hematology and Oncology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ashraf Fakhrjou
- Department of Pathology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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4
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El Hejjioui B, Lamrabet S, Amrani Joutei S, Senhaji N, Bouhafa T, Malhouf MA, Bennis S, Bouguenouch L. New Biomarkers and Treatment Advances in Triple-Negative Breast Cancer. Diagnostics (Basel) 2023; 13:diagnostics13111949. [PMID: 37296801 DOI: 10.3390/diagnostics13111949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 03/22/2023] [Accepted: 03/24/2023] [Indexed: 06/12/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is a specific subtype of breast cancer lacking hormone receptor expression and HER2 gene amplification. TNBC represents a heterogeneous subtype of breast cancer, characterized by poor prognosis, high invasiveness, high metastatic potential, and a tendency to relapse. In this review, the specific molecular subtypes and pathological aspects of triple-negative breast cancer are illustrated, with particular attention to the biomarker characteristics of TNBC, namely: regulators of cell proliferation and migration and angiogenesis, apoptosis-regulating proteins, regulators of DNA damage response, immune checkpoints, and epigenetic modifications. This paper also focuses on omics approaches to exploring TNBC, such as genomics to identify cancer-specific mutations, epigenomics to identify altered epigenetic landscapes in cancer cells, and transcriptomics to explore differential mRNA and protein expression. Moreover, updated neoadjuvant treatments for TNBC are also mentioned, underlining the role of immunotherapy and novel and targeted agents in the treatment of TNBC.
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Affiliation(s)
- Brahim El Hejjioui
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
| | - Salma Lamrabet
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
| | - Sarah Amrani Joutei
- Department of Radiotherapy, HASSAN II University Hospital, Fez 30050, Morocco
| | - Nadia Senhaji
- Faculty of Sciences, Moulay Ismail University, Meknès 50000, Morocco
| | - Touria Bouhafa
- Department of Radiotherapy, HASSAN II University Hospital, Fez 30050, Morocco
| | | | - Sanae Bennis
- Biomedical and Translational Research Laboratory, Faculty of Medicine and Pharmacy, Sidi Mohamed Ben Abdellah University, Fez 30050, Morocco
| | - Laila Bouguenouch
- Department of Medical Genetics and Oncogenetics, HASSAN II University Hospital, Fez 30050, Morocco
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5
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Halim F, Azhar Y, Suwarman S, Wahjoepramono EJ, Hernowo B. Positive p53 Expression Is Associated with Primary Endocrine Therapy Resistance in Locally Advanced Stage Luminal B HER2-Negative Breast Cancer Patients: A Cross-Sectional Study in Indonesia. Diagnostics (Basel) 2023; 13:diagnostics13111838. [PMID: 37296690 DOI: 10.3390/diagnostics13111838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/09/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023] Open
Abstract
Luminal B HER2-negative breast cancer (BC) is the most common type in Indonesian BC patients, and frequently manifests with locally advanced staging. Recurrence often occurs within two years of the endocrine therapy course (primary endocrine therapy (ET) resistance). p53 mutation often exists in luminal B HER2-negative BC, but its application as an ET resistance predictor in those populations is still limited. The primary purpose of this research is to evaluate p53 expression and its association with primary ET resistance in luminal B HER2-negative BC. This cross-sectional study compiled 67 luminal B HER2-negative patients' clinical data during their pre-treatment period until they completed a two-year course of endocrine therapy. They were divided into two groups: 29 patients with primary ET resistance and 38 without primary ET resistance. Pre-treatment paraffin blocks from each patient were retrieved, and the p53 expression difference between the two groups was analyzed. Positive p53 expression was significantly higher in patients with primary ET resistance [odds ratio (OR) of 11.78 (95% CI: 3.72-37.37, p-value < 0.0001)]. We conclude that p53 expression could be a beneficial marker for primary ET resistance in locally advanced luminal B HER2-negative BC.
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Affiliation(s)
- Freda Halim
- Faculty of Medicine, Universitas Padjadjaran, Bandung 40161, West Java, Indonesia
- Department of Surgery, Faculty of Medicine, Pelita Harapan University, Tangerang 15811, Banten, Indonesia
| | - Yohana Azhar
- Faculty of Medicine, Universitas Padjadjaran, Bandung 40161, West Java, Indonesia
- Department of Surgery, Oncology, Head and Neck Division, Hasan Sadikin Hospital, Bandung 40161, West Java, Indonesia
| | - Suwarman Suwarman
- Department of Anesthesiology and Intensive Care, Universitas Padjadjaran, Bandung 40161, West Java, Indonesia
| | - Eka Julianta Wahjoepramono
- Department of Neurosurgery, Faculty of Medicine, Pelita Harapan University, Tangerang 15811, Banten, Indonesia
| | - Bethy Hernowo
- Department of Anatomical Pathology, Universitas Padjadjaran, Bandung 40161, West Java, Indonesia
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6
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Malhotra L, Sharma S, Hariprasad G, Dhingra R, Mishra V, Sharma RS, Kaur P, Ethayathulla AS. Mechanism of apoptosis activation by Curcumin rescued mutant p53Y220C in human pancreatic cancer. BIOCHIMICA ET BIOPHYSICA ACTA. MOLECULAR CELL RESEARCH 2022; 1869:119343. [PMID: 36007676 DOI: 10.1016/j.bbamcr.2022.119343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 08/17/2022] [Accepted: 08/17/2022] [Indexed: 06/15/2023]
Abstract
The mutant p53Y220C (mutp53Y220C) is frequently observed in numerous tumors, including pancreatic cancer. The mutation creates a crevice in the DNA binding core domain and makes p53 a thermally unstable non-functional protein that assists tumor progression and confers resistance to chemotherapeutic drugs. Restoring mutp53 function to its wild type by selectively targeting this crevice with small molecules is a pivotal strategy to promote apoptosis. In this study, we have shown through different biophysical and cell-based studies that curcumin binds and rescues mutp53Y220C to an active wild-type conformation and restores its apoptotic transcription function in BxPC-3-pancreatic cancer cells. In addition, the curcumin-rescued-p53Y220C (CRp53) showed significant hyperphosphorylation at Ser15, Ser20, and acetylation at Lys382 with an 8-fold increase in transcription activity in the BxPC-3 cell lines. We also observed that the active CRp53 escapes Mdm2-mediated proteasomal degradation and the majority of the proteins were localized inside the nucleus with an increased half-life and transcription restoration compared to untreated BxPC-3 cells. By label-free proteomics analysis, we observed that upon curcumin treatment almost 227 proteins were dysregulated with the majority of them being transcriptional targets of p53. Based on our studies, it reflects that apoptosis in pancreatic cancer cells is mediated by curcumin-rescued mutant p53Y220C.
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Affiliation(s)
- Lakshay Malhotra
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Saurabh Sharma
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Gururao Hariprasad
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Renu Dhingra
- Department of Anatomy, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Vandana Mishra
- Bioresources and Environmental Biotechnology Laboratory, Department of Environmental Studies, University of Delhi, Delhi 110007, India
| | - Radhey S Sharma
- Bioresources and Environmental Biotechnology Laboratory, Department of Environmental Studies, University of Delhi, Delhi 110007, India
| | - Punit Kaur
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Abdul S Ethayathulla
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India.
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7
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Halim F, Azhar Y, Suwarman S, Hernowo B. p53 Mutation as Plausible Predictor for Endocrine Resistance Therapy in Luminal Breast Cancer. F1000Res 2022; 11:330. [PMID: 36519010 PMCID: PMC9718986 DOI: 10.12688/f1000research.108628.2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/11/2022] [Indexed: 12/05/2022] Open
Abstract
Endocrine therapy resistance in Luminal Breast Cancer is a significant issue to be tackled, but currently, no specific biomarker could be used to anticipate this event. p53 mutation is widely known as one of Breast Cancer's most prominent genetic alterations. Its mutation could generate various effects in Estrogen Receptor and Progesterone Receptor molecular works, tangled in events leading to the aggravation of endocrine therapy resistance. Hence the possibility of p53 mutation utilization as an endocrine therapy resistance predictive biomarker is plausible. The purpose of this review is to explore the latest knowledge of p53 role in Estrogen Receptor and Progesterone Receptor molecular actions, thus aggravating the Endocrine Therapy resistance in Luminal Breast Cancer, from which we could define possibilities and limitations to utilize p53 as the predictive biomarker of endocrine therapy resistance in Luminal Breast Cancer.
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Affiliation(s)
- Freda Halim
- Department of Surgery, Pelita Harapan University, Tangerang, Indonesia,
| | - Yohana Azhar
- Department of Surgery - Oncology, Head and Neck Division, Hasan Sadikin General Hospital, Universitas Padjajaran, Bandung, Indonesia
| | - Suwarman Suwarman
- Department of Anesthesiology and Intensive Care, Hasan Sadikin General Hospital, Universitas Padjajaran, Bandung, Indonesia
| | - Bethy Hernowo
- Department of Anatomical Pathology, Universitas Padjajaran, Bandung, West Java, Indonesia
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8
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Kang Y, Li J. The heterogeneous subclones might be induced by cycling hypoxia which was aggravated along with the luminal A tumor growth. Tissue Cell 2022; 77:101844. [DOI: 10.1016/j.tice.2022.101844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 05/21/2022] [Accepted: 05/25/2022] [Indexed: 11/29/2022]
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9
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Hurson AN, Abubakar M, Hamilton AM, Conway K, Hoadley KA, Love MI, Olshan AF, Perou CM, Garcia-Closas M, Troester MA. Prognostic significance of RNA-based TP53 pathway function among estrogen receptor positive and negative breast cancer cases. NPJ Breast Cancer 2022; 8:74. [PMID: 35701440 PMCID: PMC9198049 DOI: 10.1038/s41523-022-00437-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 05/04/2022] [Indexed: 11/20/2022] Open
Abstract
TP53 and estrogen receptor (ER) are essential in breast cancer development and progression, but TP53 status (by DNA sequencing or protein expression) has been inconsistently associated with survival. We evaluated whether RNA-based TP53 classifiers are related to survival. Participants included 3213 women in the Carolina Breast Cancer Study (CBCS) with invasive breast cancer (stages I-III). Tumors were classified for TP53 status (mutant-like/wildtype-like) using an RNA signature. We used Cox proportional hazards models to estimate covariate-adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for breast cancer-specific survival (BCSS) among ER- and TP53-defined subtypes. RNA-based results were compared to DNA- and IHC-based TP53 classification, as well as Basal-like versus non-Basal-like subtype. Findings from the diverse (50% Black), population-based CBCS were compared to those from the largely white METABRIC study. RNA-based TP53 mutant-like was associated with BCSS among both ER-negatives and ER-positives (HR (95% CI) = 5.38 (1.84-15.78) and 4.66 (1.79-12.15), respectively). Associations were attenuated when using DNA- or IHC-based TP53 classification. In METABRIC, few ER-negative tumors were TP53-wildtype-like, but TP53 status was a strong predictor of BCSS among ER-positives. In both populations, the effect of TP53 mutant-like status was similar to that for Basal-like subtype. RNA-based measures of TP53 status are strongly associated with BCSS and may have value among ER-negative cancers where few prognostic markers have been robustly validated. Given the role of TP53 in chemotherapeutic response, RNA-based TP53 as a prognostic biomarker could address an unmet need in breast cancer.
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Affiliation(s)
- Amber N Hurson
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Mustapha Abubakar
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Alina M Hamilton
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kathleen Conway
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael I Love
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Andrew F Olshan
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles M Perou
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - Melissa A Troester
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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10
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Cevik L, Landrove MV, Aslan MT, Khammad V, Garagorry Guerra FJ, Cabello-Izquierdo Y, Wang W, Zhao J, Becker AP, Czeisler C, Rendeiro AC, Véras LLS, Zanon MF, Reis RM, Matsushita MDM, Ozduman K, Pamir MN, Ersen Danyeli A, Pearce T, Felicella M, Eschbacher J, Arakaki N, Martinetto H, Parwani A, Thomas DL, Otero JJ. Information theory approaches to improve glioma diagnostic workflows in surgical neuropathology. Brain Pathol 2022; 32:e13050. [PMID: 35014126 PMCID: PMC9425010 DOI: 10.1111/bpa.13050] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 12/11/2021] [Accepted: 12/15/2021] [Indexed: 11/29/2022] Open
Abstract
Aims Resource‐strained healthcare ecosystems often struggle with the adoption of the World Health Organization (WHO) recommendations for the classification of central nervous system (CNS) tumors. The generation of robust clinical diagnostic aids and the advancement of simple solutions to inform investment strategies in surgical neuropathology would improve patient care in these settings. Methods We used simple information theory calculations on a brain cancer simulation model and real‐world data sets to compare contributions of clinical, histologic, immunohistochemical, and molecular information. An image noise assay was generated to compare the efficiencies of different image segmentation methods in H&E and Olig2 stained images obtained from digital slides. An auto‐adjustable image analysis workflow was generated and compared with neuropathologists for p53 positivity quantification. Finally, the density of extracted features of the nuclei, p53 positivity quantification, and combined ATRX/age feature was used to generate a predictive model for 1p/19q codeletion in IDH‐mutant tumors. Results Information theory calculations can be performed on open access platforms and provide significant insight into linear and nonlinear associations between diagnostic biomarkers. Age, p53, and ATRX status have significant information for the diagnosis of IDH‐mutant tumors. The predictive models may facilitate the reduction of false‐positive 1p/19q codeletion by fluorescence in situ hybridization (FISH) testing. Conclusions We posit that this approach provides an improvement on the cIMPACT‐NOW workflow recommendations for IDH‐mutant tumors and a framework for future resource and testing allocation.
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Affiliation(s)
- Lokman Cevik
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | | | - Mehmet Tahir Aslan
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | | | - Francisco Jose Garagorry Guerra
- Facultad de Medicina, UdeLaR, Cátedra de Anatomía Patológica, Hospital de Clínicas Manuel Quintela, Universidad de la República, Uruguay
| | | | - Wesley Wang
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jing Zhao
- Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Aline Paixao Becker
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Catherine Czeisler
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | | | | | | | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil.,Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
| | | | - Koray Ozduman
- Department of Neurosurgery, Acibadem MAA University, Istanbul, Turkey
| | - M Necmettin Pamir
- Department of Neurosurgery, Acibadem MAA University, Istanbul, Turkey
| | - Ayca Ersen Danyeli
- Department of Pathology, Acıbadem University School of Medicine, Istanbul, Turkey
| | - Thomas Pearce
- Division of Neuropathology, Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Michelle Felicella
- Division of Neuropathology, Department of Pathology, University of Texas Medical Branch, Galveston, Texas, USA
| | - Jennifer Eschbacher
- Department of Pathology, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
| | - Naomi Arakaki
- Departamento de Neuropatología y Biología Molecular, Instituto de Investigaciones Neurológicas Dr Raúl Carrea (FLENI), Buenos Aires, Argentina
| | - Horacio Martinetto
- Departamento de Neuropatología y Biología Molecular, Instituto de Investigaciones Neurológicas Dr Raúl Carrea (FLENI), Buenos Aires, Argentina
| | - Anil Parwani
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Diana L Thomas
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - José Javier Otero
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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11
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Hurson AN, Abubakar M, Hamilton AM, Conway K, Hoadley KA, Love MI, Olshan AF, Perou CM, Garcia-Closas M, Troester MA. TP53 Pathway Function, Estrogen Receptor Status, and Breast Cancer Risk Factors in the Carolina Breast Cancer Study. Cancer Epidemiol Biomarkers Prev 2022; 31:124-131. [PMID: 34737209 PMCID: PMC8755611 DOI: 10.1158/1055-9965.epi-21-0661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/25/2021] [Accepted: 10/26/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND TP53 and estrogen receptor (ER) both play essential roles in breast cancer development and progression, with recent research revealing cross-talk between TP53 and ER signaling pathways. Although many studies have demonstrated heterogeneity of risk factor associations across ER subtypes, associations by TP53 status have been inconsistent. METHODS This case-case analysis included incident breast cancer cases (47% Black) from the Carolina Breast Cancer Study (1993-2013). Formalin-fixed paraffin-embedded tumor samples were classified for TP53 functional status (mutant-like/wild-type-like) using a validated RNA signature. For IHC-based TP53 status, mutant-like was classified as at least 10% positivity. We used two-stage polytomous logistic regression to evaluate risk factor heterogeneity due to RNA-based TP53 and/or ER, adjusting for each other and for PR, HER2, and grade. We then compared this with the results when using IHC-based TP53 classification. RESULTS The RNA-based classifier identified 55% of tumors as TP53 wild-type-like and 45% as mutant-like. Several hormone-related factors (oral contraceptive use, menopausal status, age at menopause, and pre- and postmenopausal body mass index) were associated with TP53 mutant-like status, whereas reproductive factors (age at first birth and parity) and smoking were associated with ER status. Multiparity was associated with both TP53 and ER. When classifying TP53 status using IHC methods, no associations were observed with TP53. Associations observed with RNA-based TP53 remained after accounting for basal-like subtype. CONCLUSIONS This case-case study found breast cancer risk factors associated with RNA-based TP53 and ER. IMPACT RNA-based TP53 and ER represent an emerging etiologic schema of interest in breast cancer prevention research.
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Affiliation(s)
- Amber N Hurson
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Division of Cancer Epidemiology and Genetics, NCI, Rockville, Maryland
| | - Mustapha Abubakar
- Division of Cancer Epidemiology and Genetics, NCI, Rockville, Maryland
| | - Alina M Hamilton
- Department of Pathology and Laboratory Medicine, The University of North Carolina, Chapel Hill, North Carolina
| | - Kathleen Conway
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michael I Love
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Andrew F Olshan
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Charles M Perou
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | - Melissa A Troester
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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12
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Sun A, Sheng X, Tang J, Yu Z, Zhang J. Integrated Bioinformatics and Experimental Approaches Identified the Role of NPPA in the Proliferation and the Malignant Behavior of Breast Cancer. J Immunol Res 2021; 2021:7876489. [PMID: 34616853 PMCID: PMC8490067 DOI: 10.1155/2021/7876489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/15/2021] [Accepted: 08/20/2021] [Indexed: 11/21/2022] Open
Abstract
Breast cancer is the 3rd most common type of malignant tumor worldwide with high heterogeneity, frequent recurrence, and high metastasis tendency. In this study, we aimed to demonstrate the value of extracellular matrix- (ECM-) related genes in breast cancer patients. The overall expression of ECM is assessed with a novel SC3 clustering method, and patients were divided into two clusters with diverse recurrence rate. We established the Cox regression model in breast cancer patients and identified NPPA as an independent prognostic marker. The NPPA expression is downregulated in breast cancer patients, independent of the ER status, PR status, stemness score, and immune infiltrating condition. And we observed the enhanced proliferation, migration, and invasion potential of breast cancer cells after NPPA depletion. Further, we predicted the transcription modulation of NPPA with PROMO and JASPAR. And we further validated the binding of MZF1 to the -318 bp~-452 bp region of the NPPA promoter with chromatin immunoprecipitation and dual luciferase assay. Together, our study identified NPPA as a potential prognostic biomarker for breast cancer patients, whose downregulation is associated with an enhanced malignant behavior of breast cancer cells both in vivo and in vitro and identified the transcription regulation of NPPA by MZF1.
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Affiliation(s)
- Aijun Sun
- The First Clinical Medical College, Nanjing University of Chinese Medicine, Xianlin Road 138, Nanjing 210023, China
- Department of Thyroid and Breast Oncological Surgery, Xuzhou Medical College Affiliated Huaian Hospital, Huaihai South Road 62#, Huaian, Jiangsu 223001, China
| | - Xiaonan Sheng
- Renji Hospital, School of Medicine, Shanghai Jiao Tong University, No. 1630 Dongfang Shanghai 200127, China
| | - Jinhai Tang
- The First Clinical Medical College, Nanjing University of Chinese Medicine, Xianlin Road 138, Nanjing 210023, China
- Department of General Surgery, The First Affiliated Hospital with Nanjing Medical University, Nanjing 210029, China
| | - Zhenfeng Yu
- Department of General Surgery, Shanghai Fengxian Central Hospital, 6600 NanFeng Road, 201499, China
| | - Jian Zhang
- Department of General Surgery, The First Affiliated Hospital with Nanjing Medical University, Nanjing 210029, China
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13
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He YH, Yeh MH, Chen HF, Wang TS, Wong RH, Wei YL, Huynh TK, Hu DW, Cheng FJ, Chen JY, Hu SW, Huang CC, Chen Y, Yu J, Cheng WC, Shen PC, Liu LC, Huang CH, Chang YJ, Huang WC. ERα determines the chemo-resistant function of mutant p53 involving the switch between lincRNA-p21 and DDB2 expressions. MOLECULAR THERAPY. NUCLEIC ACIDS 2021; 25:536-553. [PMID: 34589276 PMCID: PMC8463322 DOI: 10.1016/j.omtn.2021.07.022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 07/30/2021] [Indexed: 12/16/2022]
Abstract
Mutant p53 (mutp53) commonly loses its DNA binding affinity to p53 response elements (p53REs) and fails to induce apoptosis fully. However, the p53 mutation does not predict chemoresistance in all subtypes of breast cancers, and the critical determinants remain to be identified. In this study, mutp53 was found to mediate chemotherapy-induced long intergenic noncoding RNA-p21 (lincRNA-p21) expression by targeting the G-quadruplex structure rather than the p53RE on its promoter to promote chemosensitivity. However, estrogen receptor alpha (ERα) suppressed mutp53-mediated lincRNA-p21 expression by hijacking mutp53 to upregulate damaged DNA binding protein 2 (DDB2) transcription for subsequent DNA repair and chemoresistance. Levels of lincRNA-p21 positively correlated with the clinical responses of breast cancer patients to neoadjuvant chemotherapy and had an inverse correlation with the ER status and DDB2 level. In contrast, the carboplatin-induced DDB2 expression was higher in ER-positive breast tumor tissues. These results demonstrated that ER status determines the oncogenic function of mutp53 in chemoresistance by switching its target gene preference from lincRNA-p21 to DDB2 and suggest that induction of lincRNA-p21 and targeting DDB2 would be effective strategies to increase the chemosensitivity of mutp53 breast cancer patients.
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Affiliation(s)
- Yu-Hao He
- The PhD Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung 40402, Taiwan.,Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan
| | - Ming-Hsin Yeh
- Department of Surgery, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.,Institute of Medicine, School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Hsiao-Fan Chen
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Drug Development Center, China Medical University, Taichung 40402, Taiwan
| | - Tsu-Shing Wang
- Department of Biomedical Sciences, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Ruey-Hong Wong
- Department of Public Health, Chung Shan Medical University, Taichung 40201, Taiwan.,Department of Occupational Medicine, Chung Shan Medical University Hospital, Taichung 40201, Taiwan
| | - Ya-Ling Wei
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan
| | - Thanh Kieu Huynh
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Dai-Wei Hu
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Fang-Ju Cheng
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Graduate Institute of Basic Medical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Jhen-Yu Chen
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan
| | - Shu-Wei Hu
- Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Chia-Chen Huang
- Department of Public Health, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Yeh Chen
- Drug Development Center, China Medical University, Taichung 40402, Taiwan.,Institute of New Drug Development, China Medical University, Taichung 40402, Taiwan
| | - Jiaxin Yu
- AI Innovation Center, China Medical University Hospital, Taiwan 40402, Taiwan
| | - Wei-Chung Cheng
- The PhD Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung 40402, Taiwan.,Research Center for Cancer Biology, China Medical University, Taichung 40402, Taiwan
| | - Pei-Chun Shen
- Research Center for Cancer Biology, China Medical University, Taichung 40402, Taiwan
| | - Liang-Chih Liu
- Division of Breast Surgery, China Medical University Hospital, Taichung 40402, Taiwan
| | - Chih-Hao Huang
- Division of Breast Surgery, China Medical University Hospital, Taichung 40402, Taiwan
| | - Ya-Jen Chang
- The PhD Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung 40402, Taiwan.,Institute of Biomedical Sciences, Academia Sinica, Taipei 11529, Taiwan
| | - Wei-Chien Huang
- The PhD Program for Cancer Biology and Drug Discovery, China Medical University and Academia Sinica, Taichung 40402, Taiwan.,Center for Molecular Medicine, China Medical University Hospital, Taichung 40402, Taiwan.,Drug Development Center, China Medical University, Taichung 40402, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan.,Research Center for Cancer Biology, China Medical University, Taichung 40402, Taiwan.,Department of Medical Laboratory Science and Biotechnology, Asia University, Taichung 41354, Taiwan
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14
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Mancini F, Giorgini L, Teveroni E, Pontecorvi A, Moretti F. Role of Sex in the Therapeutic Targeting of p53 Circuitry. Front Oncol 2021; 11:698946. [PMID: 34307167 PMCID: PMC8298065 DOI: 10.3389/fonc.2021.698946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 06/16/2021] [Indexed: 12/03/2022] Open
Abstract
Sex profoundly affects cancer incidence and susceptibility to therapy, with sex hormones highly contributing to this disparity. Various studies and omics data suggest a relationship between sex and the oncosuppressor p53 circuitry, including its regulators MDM2 and MDM4. Association of this network with genetic variation underlies sex-related altered cancer risk, age of onset, and cancer sensitivity to therapy. Moreover, sex-related factors, mainly estrogenic hormones, can affect the levels and/or function of the p53 network both in hormone-dependent and independent cancer. Despite this evidence, preclinical and clinical studies aimed to evaluate p53 targeted therapy rarely consider sex and related factors. This review summarizes the studies reporting the relationship between sex and the p53 circuitry, including its associated regulators, MDM2 and MDM4, with particular emphasis on estrogenic hormones. Moreover, we reviewed the evaluation of sex/hormone in preclinical studies and clinical trials employing p53-target therapies, and discuss how patients’ sex and hormonal status could impact these therapeutic approaches.
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Affiliation(s)
- Francesca Mancini
- Research Unit on Human Reproduction, International Scientific Institute Paul VI, Fondazione Policlinico A. Gemelli, IRCCS, Rome, Italy
| | - Ludovica Giorgini
- Institute of Biochemistry and Cell Biology, National Research Council of Italy, Monterotondo, Italy.,Catholic University of the Sacred Heart of Rome, Fondazione Policlinico A. Gemelli, IRCCS, Rome, Italy
| | - Emanuela Teveroni
- Research Unit on Human Reproduction, International Scientific Institute Paul VI, Fondazione Policlinico A. Gemelli, IRCCS, Rome, Italy
| | - Alfredo Pontecorvi
- Catholic University of the Sacred Heart of Rome, Fondazione Policlinico A. Gemelli, IRCCS, Rome, Italy
| | - Fabiola Moretti
- Institute of Biochemistry and Cell Biology, National Research Council of Italy, Monterotondo, Italy
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15
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Kashyap D, Garg VK, Sandberg EN, Goel N, Bishayee A. Oncogenic and Tumor Suppressive Components of the Cell Cycle in Breast Cancer Progression and Prognosis. Pharmaceutics 2021; 13:pharmaceutics13040569. [PMID: 33920506 PMCID: PMC8072616 DOI: 10.3390/pharmaceutics13040569] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/03/2021] [Accepted: 04/13/2021] [Indexed: 02/08/2023] Open
Abstract
Cancer, a disease of inappropriate cell proliferation, is strongly interconnected with the cell cycle. All cancers consist of an abnormal accumulation of neoplastic cells, which are propagated toward uncontrolled cell division and proliferation in response to mitogenic signals. Mitogenic stimuli include genetic and epigenetic changes in cell cycle regulatory genes and other genes which regulate the cell cycle. This suggests that multiple, distinct pathways of genetic alterations lead to cancer development. Products of both oncogenes (including cyclin-dependent kinase (CDKs) and cyclins) and tumor suppressor genes (including cyclin-dependent kinase inhibitors) regulate cell cycle machinery and promote or suppress cell cycle progression, respectively. The identification of cyclins and CDKs help to explain and understand the molecular mechanisms of cell cycle machinery. During breast cancer tumorigenesis, cyclins A, B, C, D1, and E; cyclin-dependent kinase (CDKs); and CDK-inhibitor proteins p16, p21, p27, and p53 are known to play significant roles in cell cycle control and are tightly regulated in normal breast epithelial cells. Following mitogenic stimuli, these components are deregulated, which promotes neoplastic transformation of breast epithelial cells. Multiple studies implicate the roles of both types of components-oncogenic CDKs and cyclins, along with tumor-suppressing cyclin-dependent inhibitors-in breast cancer initiation and progression. Numerous clinical studies have confirmed that there is a prognostic significance for screening for these described components, regarding patient outcomes and their responses to therapy. The aim of this review article is to summarize the roles of oncogenic and tumor-suppressive components of the cell cycle in breast cancer progression and prognosis.
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Affiliation(s)
- Dharambir Kashyap
- Department of Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh 160 012, Punjab, India;
| | | | - Elise N. Sandberg
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA;
| | - Neelam Goel
- University Institute of Engineering and Technology, Panjab University, Chandigarh 160 014, Punjab, India
- Correspondence: (N.G.); or (A.B.)
| | - Anupam Bishayee
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA;
- Correspondence: (N.G.); or (A.B.)
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16
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da Silva JL, Rodrigues FR, de Mesquita GG, Fernandes PV, Thuler LCS, de Melo AC. Triple-Negative Breast Cancer: Assessing the Role of Immunohistochemical Biomarkers on Neoadjuvant Treatment. BREAST CANCER (DOVE MEDICAL PRESS) 2021; 13:31-44. [PMID: 33469357 PMCID: PMC7810824 DOI: 10.2147/bctt.s287320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 12/24/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVE This study aimed to investigate the influence of immunohistochemical (IHC) biomarkers in the response to neoadjuvant chemotherapy (NACT) and survival outcomes in the subset of locally advanced triple-negative breast cancer (TNBC). MATERIALS AND METHODS The epidermal growth factor receptor (EGFR), androgen receptor (AR), cytokeratins (CK5/6, CK14 and CK17), Ki67 and p53 immunohistochemistry were evaluated on 171 cases of TNBC submitted to NACT and subsequently to surgery. Intensity and percentage of the expression of these biomarkers were combined to formulate a specific score, that was correlated with prognostic features and assessed for survival outcomes. RESULTS Most patients had advanced clinical-stage tumors (stage III: 83.6%; cT3/T4: 85.9%; cN1-3: 71.3%). The predominant histological subtype was high-grade (67.3%) and invasive ductal carcinoma (93.6%). The residual cancer burden (RCB) 0-1 corresponded to 28.7% of cases and low-risk lymph node ratio (LNR) represented 77.2%. High Ki67 expression only showed a significant correlation with grade 3 tumors (p = 0.0157). CK5/6 was observed in 16% (27/169), CK14 was positive in 10.1% (17/169), CK17 in 91.1% (153/168), p53 in 52.6% (70/133), EGFR in 92.9% (157/169 cases), AR in 13% (22/169) and Ki67 index was scored ≥40% in 57.9% (95/165). No IHC biomarker significantly impacted response or survival. Regarding the analysis of the outcomes of event-free survival (EFS) and overall survival (OS), clinical stage (p = 0.014 and p = 0.042, respectively), RCB (p < 0.0001 and p <0.0001, respectively) and LNR (p <0.0001 and p <0.0001, respectively) showed significant association. CONCLUSION No IHC biomarker evaluated showed a significant association with a response or survival outcomes in TNBC patients. Clinical stage, LNR and RCB stood out for strongly influencing survival.
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Affiliation(s)
- Jesse Lopes da Silva
- Division of Clinical Research and Technological Development, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | | | | | | | - Luiz Claudio Santos Thuler
- Division of Clinical Research and Technological Development, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | - Andreia Cristina de Melo
- Division of Clinical Research and Technological Development, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
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17
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Nguyen D, Yu J, Reinhold WC, Yang SX. Association of Independent Prognostic Factors and Treatment Modality With Survival and Recurrence Outcomes in Breast Cancer. JAMA Netw Open 2020; 3:e207213. [PMID: 32644137 PMCID: PMC7348688 DOI: 10.1001/jamanetworkopen.2020.7213] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 03/29/2020] [Indexed: 01/15/2023] Open
Abstract
Importance It is not well understood whether prognostic factors in breast cancer are affected by specific treatment and vary by clinical outcome type compared with untreated patients. Objective To identify independent clinical and molecular measurements associated with overall survival (OS) and recurrence-free survival (RFS) by homogeneous treatment in women with breast cancer. Design, Setting, and Participants This prognostic study included 956 patients diagnosed with invasive breast cancer from hospital centers across 4 geographical regions of the United States who participated in the accreditation program of the Commission on Cancer of the American College of Surgeons from 1985 to 1997. The duration of follow-up ranged from 1 to 282 months. The study analysis was conducted from June 10, 2019, to March 18, 2020. Main Outcomes and Measures Analysis of OS and RFS in patients who underwent chemotherapy, radiotherapy, or endocrine therapy alone compared with no systemic or locoregional therapy. Cox proportional hazards regression models were used to estimate independent performance and 95% CI of age, tumor size, number of positive nodes (nodal status), tumor grades 2 and 3, p53 status, estrogen receptor (ER) status, and ERBB2 (formerly HER2) status. Results Among 956 participants, median age was 61 (range, 25-96) years. Age (adjusted hazard ratio [AHR], 2.24; 95% CI, 1.27-3.94; P = .01) and high grade (AHR, 2.05; 95% CI, 1.09-3.86; P = .02), in addition to nodal status and tumor size, were independently associated with OS and RFS, respectively, in untreated patients. p53 status (AHR, 2.11; 95% CI, 1.07-4.18; P = .03) and ER status (AHR, 0.46; 95% CI, 0.23-0.92; P = .03) were associated with higher and lower risks of death, respectively, whereas nodal status (AHR, 1.13; 95% CI, 1.06-1.20; P < .005), high grade (AHR, 4.01; 95% CI, 1.51-10.70; P = .01), and ERBB2 positivity (AHR, 2.67; 95% CI, 1.25-5.70; P = .01) were associated with the risk of recurrence after endocrine therapy. Tumor size (AHR for OS, 2.76 [95% CI, 1.79-4.31; P < .005]; AHR for RFS, 2.27 [95% CI, 1.23-4.18; P = .01]) and ERBB2 status (AHR for OS, 5.35 [95% CI, 1.31-21.98; P = .02]; AHR for RFS, 6.05 [95% CI, 1.48-24.78; P = .01]) were independently associated with radiotherapy outcomes, and nodal status was significantly associated with chemotherapy outcomes (AHR for OS, 1.06 [95% CI, 1.02-1.09; P < .005]; AHR for RFS, 1.05 [95% CI, 1.01-1.09; P = .01]). Conclusions and Relevance In this study, independent prognostic factors were associated with specific treatment and weighted by the outcome category with reference to untreated patients within biological and clinical contexts.
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Affiliation(s)
- Dat Nguyen
- National Clinical Target Validation Laboratory, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland
| | - John Yu
- DSC, Inc, Reston, Virginia
- currently affiliated with Bellese Technologies, LLC, Owings Mills, Maryland
| | - William C. Reinhold
- Laboratory of Pharmacology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Sherry X. Yang
- National Clinical Target Validation Laboratory, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, Maryland
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18
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Fabi A, Mottolese M, Di Benedetto A, Sperati F, Ercolani C, Buglioni S, Nisticò C, Ferretti G, Vici P, Perracchio L, Malaguti P, Russillo M, Botti C, Pescarmona E, Cognetti F, Terrenato I. p53 and BLC2 Immunohistochemical Expression Across Molecular Subtypes in 1099 Early Breast Cancer Patients With Long-Term Follow-up: An Observational Study. Clin Breast Cancer 2020; 20:e761-e770. [PMID: 32580907 DOI: 10.1016/j.clbc.2020.05.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 04/03/2020] [Accepted: 05/06/2020] [Indexed: 12/19/2022]
Abstract
INTRODUCTION p53 and antiapoptotic B-cell leukemia/lymphoma 2 (BLC2) have been proposed as prognostic markers for early breast cancer (BC), although their relationship with conventional parameters and patient prognosis, as well as their distribution within the molecular BC subtypes remains uncertain. PATIENTS AND METHODS In this observational study, we analyzed the immunohistochemical expression of p53 and BLC2 in 1099 early BC patients surgically treated between 2000 and 2006 and followed for at least 5 years, also considering their association with pathologic factors and molecular subtypes, as well as their influence on disease-free survival. RESULTS p53 and BLC2 are distributed differently across molecular subtypes (P < .0001); in particular, p53 positivity and BLC2 negativity seems to be associated with more aggressive conventional tumor phenotypes. Moreover, BLC2 negativity seems to be a significant discriminating factor for disease-free survival (P = .003) according to Kaplan-Meier analysis, while p53 seems to have no discriminating effect. Among patients with discordant p53/BLC2 phenotype, the combination p53+BLC2- seems to be associated with the worst outcomes (P = .007) and significantly influenced the clinical course of node-negative patients treated only with hormone therapy (P = .004). CONCLUSION These two biomarkers, in addition to conventional pathologic factors and molecular subtype, could help define the risk and outcome of BC.
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Affiliation(s)
- Alessandra Fabi
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy.
| | - Marcella Mottolese
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Anna Di Benedetto
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | | | - Cristiana Ercolani
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Simonetta Buglioni
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Cecilia Nisticò
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Gianluigi Ferretti
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Patrizia Vici
- Division of Medical Oncology 2, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Letizia Perracchio
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Paola Malaguti
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Michelangelo Russillo
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Claudio Botti
- Department of Surgery, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Edoardo Pescarmona
- Division of Pathology, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
| | - Francesco Cognetti
- Division of Medical Oncology 1, IRCCS, Regina Elena National Cancer Institute, Rome, Italy; Department of Medical Oncology, Università di Roma "La Sapienza", Rome, Italy
| | - Irene Terrenato
- Biostatistics and Bioinformatic Unit, Scientific Direction, IRCCS, Regina Elena National Cancer Institute, Rome, Italy
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19
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Chiacchio MA, Legnani L, Campisi A, Paola B, Giuseppe L, Iannazzo D, Veltri L, Giofrè S, Romeo R. 1,2,4-Oxadiazole-5-ones as analogues of tamoxifen: synthesis and biological evaluation. Org Biomol Chem 2020; 17:4892-4905. [PMID: 31041982 DOI: 10.1039/c9ob00651f] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
A series of 2,3,4-triaryl-substituted 1,2,4-oxadiazole-5-ones have been prepared as fixed-ring analogues of tamoxifen (TAM), a drug inhibitor of Estradiol Receptor (ER) used in breast cancer therapy, by an efficient synthetic protocol based on a 1,3-dipolar cycloaddition of nitrones to isocyanates. Some of the newly synthesized compounds (14d-f, 14h and 14k) show a significant cytotoxic effect in a human breast cancer cell line (MCF-7) possessing IC50 values between 15.63 and 31.82 μM. In addition, compounds 14d-f, 14h and 14k are able to increase the p53 expression levels, activating also the apoptotic pathway. Molecular modeling studies of novel compounds performed on the crystal structure of ER reveal the presence of strong hydrophobic interactions with the aromatic rings of the ligands similar to TAM. These data suggest that 1,2,4-oxadiazole-5-ones can be considered analogues of TAM, and that their anticancer activity might be partially due to ER inhibition.
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Affiliation(s)
- Maria A Chiacchio
- Dipartimento di Scienze del Farmaco, Università di Catania, Viale A. Doria 6, 95125 Catania, Italy.
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20
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Li JP, Zhang XM, Zhang Z, Zheng LH, Jindal S, Liu YJ. Association of p53 expression with poor prognosis in patients with triple-negative breast invasive ductal carcinoma. Medicine (Baltimore) 2019; 98:e15449. [PMID: 31045815 PMCID: PMC6504250 DOI: 10.1097/md.0000000000015449] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 02/24/2019] [Accepted: 04/05/2019] [Indexed: 01/06/2023] Open
Abstract
TP53 gene is mutated in approximately 80% of triple-negative breast cancer (TNBC). However, the prognostic significance of immunohistochemical (IHC)-detected p53 protein expression remains controversial in TNBC. In this study, we retrospectively analyzed the association between IHC-detected p53 expression and the prognosis in a cohort of 278 patients with stage I-III triple-negative breast invasive ductal carcinoma (IDC), who received surgery at the department of breast surgery in the Fourth Hospital of Hebei Medical University from 2010-01 to 2012-12. We found a positive expression ratio of IHC-detected p53 in triple-negative breast IDC of 58.6% (163/278). Furthermore, levels of expression were significantly associated with vessel tumor emboli and higher histologic grade (P = .038, P = .043, respectively), with the highest expression level observed in G3 breast cancer (64.7%). Additionally, Kaplan-Meier analysis showed that p53 expression indicated worse overall survival (OS) in the whole cohort (79.6% vs 89.6%, Log-rank test P = .025) as well as in stratified prognostic stage II patients (90.8% vs 100%, Log-rank test P = .027). The mortality risk of p53 expression patients was 2.22 times higher than that of p53 negative patients (HR: 2.222; 95%CI: 1.147-4.308). In addition, p53 expression was also associated with poor disease-free survival (DFS) (76.7% vs 86.8%, P = .020). Cox proportional hazard ratio model showed p53 expression was an independent risk factor for OS (P = .018) and DFS (P = .018) after controlling for tumor size, lymph node status, and vessel tumor emboli. Altogether, our data showed that IHC-detected p53 expression is a promising prognostic candidate for poor survival in triple-negative breast IDC patients. However, more studies are needed to determine if p53 may be applied to clinical practice as a biomarker and/or novel therapeutic target for TNBC.
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Affiliation(s)
- Jing-ping Li
- Department of Breast Surgery, the Fourth Hospital of Hebei Medical University
| | - Xiang-mei Zhang
- Research Center, the Fourth Hospital of Hebei Medical University
| | - Zhenzhen Zhang
- Division of Hematology & Medical Oncology, Oregon Health & Science University
| | - Li-hua Zheng
- Department of Vascular Surgery, the First Hospital of Hebei Medical University
| | - Sonali Jindal
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Shijiazhuang, Hebei, China
| | - Yun-jiang Liu
- Department of Breast Surgery, the Fourth Hospital of Hebei Medical University
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21
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Liu T, Jiang L, Yu L, Ge T, Wang J, Gao H. Association of TNFAIP8 gene polymorphisms with endometrial cancer in northern Chinese women. Cancer Cell Int 2019; 19:105. [PMID: 31043860 PMCID: PMC6480735 DOI: 10.1186/s12935-019-0827-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 04/13/2019] [Indexed: 12/31/2022] Open
Abstract
Background Tumor necrosis factor-a-induced protein 8 (TNFAIP8) presented a elevated expression in endometrial cancer (EC). However, the relationship of TNFAIP8 gene polymorphisms with EC risk remains unclear. This case–control study aimed to investigate the effect of single nucleotide polymorphisms (SNPs) in TNFAIP8 on northern Chinese women with EC. Methods SNP rs11064, rs1045241, and rs1045242 in TNFAIP8 were successfully genotyped in 248 cancer-free controls and 226 ECs by SNaPshot method, respectively. Logistic regression was performed to assess relationship of SNPs with EC risk. The relationships of SNPs with clinicopathological variables were evaluated by Chi-square test or Student’s t-test or Fisher’s text. Results The minor alleles of rs11064 in TNFAIP8 were strongly associated with EC risk, with adjust odds ratio (OR) of 1.719 (95% CI 1.180–2.506, P = 0.005). The minor allele of rs1045242 in the TNFAIP8 gene was strongly associated with with EC risk (adjust OR: 1.636, 95% CI 1.107–2.417, P = 0.014). rs11064 SNPs correlated with TNFAIP8 protein expression in EC (P = 0.015). For rs1045242, patients with AG + GG presented higher TNFAIP8 protein expression than that with AA (P = 0.020). It also showed that SNP rs11064 was associated with advanced FIGO stage (P = 0.001), deep myometrial invasion (P = 0.047), and lymph node metastasis (P = 0.048) under the codominant model in ECs. Conclusions SNP rs11064 in TNFAIP8 increased EC risk and significantly related with its protein expression in northern Chinese women. Electronic supplementary material The online version of this article (10.1186/s12935-019-0827-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tianbo Liu
- 1Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
| | - Liangliang Jiang
- 1Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
| | - Libo Yu
- 1Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
| | - Tingting Ge
- 1Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
| | - Jing Wang
- 1Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
| | - Hongyu Gao
- 2Department of Gastroenterologic Surgery, Harbin Medical University Cancer Hospital, Harbin Medical University, 150 Haping Road, Harbin, 150081 China
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Ilie SM, Bacinschi XE, Botnariuc I, Anghel RM. Potential clinically useful prognostic biomarkers in triple-negative breast cancer: preliminary results of a retrospective analysis. BREAST CANCER-TARGETS AND THERAPY 2018; 10:177-194. [PMID: 30538542 PMCID: PMC6257362 DOI: 10.2147/bctt.s175556] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Triple-negative breast cancer (TNBC) has a poor prognosis, even in its early stages. In the absence of postoperative targeted treatments, intensive adjuvant chemotherapy regimens are proposed. For those favorable histologies, such as apocrine and adenoid cystic carcinoma, which frequently belong to TNBC, aggressive treatments are unnecessary. Patients and methods We retrospectively analyzed 631 cases of breast cancer, primary operated curatively, and followed up at our institution for at least 36 months to identify the bio-markers assessable by immunohistochemistry, to be proposed as prognostic score for tailoring adjuvant treatment to TNBC patients. Results The triple-negative phenotype was found in 85 patients (13.5%). Over a mean followup of 55.7 months, relapses occurred in 106 patients (16.8%), of which 18 (2.8%) were TNBC. Recurrence was directly correlated with Ki67 and cytokeratin 5/6 (CK5/6) immunoreactivity in all breast cancer patients (P=0.005), but only marginally with CK5/6 and epithelial cadherin (E-cad) expression in TNBC patients (P=0.07). Mean event-free survival (EFS) in TNBC patients was 85.52 months compared with 100.4 months in non-TNBC patients (P=0.228). The EFS of CK5/6-negative triple-negative patients was 68.84 months compared with 98.84 months in those who were CK5/6 positive (HR =5.08; P=0.038). EFS differed among patients identified as double-positive for E-cad and CK5/6 (83.87 months), those expressing E-cad or CK5/6 (64.23 months), and those negative for both biomarkers (39.64 months). Conclusion These preliminary results suggest that CK5/6 and E-cad are possible core biomarkers for a cost-effective prognostic evaluation of primary operable TNBC patients.
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Affiliation(s)
| | - Xenia Elena Bacinschi
- University of Medicine and Pharmacy "Carol Davila," Bucharest, Romania, .,Department of Oncology-Radiotherapy, Institute of Oncology "Prof Dr Alexandru Trestioreanu," Bucharest, Romania
| | - Inga Botnariuc
- Department of Oncology-Radiotherapy, Institute of Oncology "Prof Dr Alexandru Trestioreanu," Bucharest, Romania
| | - Rodica Maricela Anghel
- University of Medicine and Pharmacy "Carol Davila," Bucharest, Romania, .,Department of Oncology-Radiotherapy, Institute of Oncology "Prof Dr Alexandru Trestioreanu," Bucharest, Romania
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Bae SY, Jung SP, Lee SK, Yu J, Lee JE, Kim SW, Nam SJ. Prognostic value of immunohistochemically detected p53 in adjuvant chemotherapy-treated triple negative breast cancer. Kaohsiung J Med Sci 2018; 34:663-672. [PMID: 30527200 DOI: 10.1016/j.kjms.2018.07.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 05/09/2018] [Accepted: 07/09/2018] [Indexed: 12/20/2022] Open
Abstract
Mutations of the p53 gene are the most common genomic alterations associated with triple-negative breast cancer (TNBC) and are reported in 60-88% cases. Despite the high incidence of such mutations, there is no consensus about the clinical application of p53 detection in breast cancer management. This study investigates the prognostic value of immunohistochemically detected p53 in TNBC patients who received adjuvant chemotherapy. We reviewed the clinicopathologic features of 1088 TNBC patients who received curative surgery and adjuvant chemotherapy. Immunohistochemically, nuclear staining of >10% was defined as p53 "positive." Of the total 1088 TNBC patients, 709 (65.2%) had no lymph node metastasis (N0). Among the N0 patients, 408 (57.5%) were p53- positive (p53+), and 301 (42.5%) were p53- negative (p53-). p53 + tumors showed a tendency for better breast cancer-specific survival (BCSS, p = 0.052) and overall survival (OS, p = 0.079) compared to p53- tumors. In multivariate analysis, p53 + tumors showed significantly better BCSS (p53 + vs. p53-; HR 2.8, 95% confidence interval: 1.1-7.3, p = 0.034); however, in TNBC patients with lymph node metastasis, there was no correlation between p53 status, clinicopathologic characteristics, and survival. Consequently, in TNBC patients who received adjuvant chemotherapy, immunohistochemical p53 expression was associated with better BCSS in N0 patients.
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Affiliation(s)
- Soo Youn Bae
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Seung Pil Jung
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Se Kyung Lee
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Jonghan Yu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Jeong Eon Lee
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
| | - Seok Won Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Seok Jin Nam
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
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Differences in prognosis and efficacy of chemotherapy by p53 expression in triple-negative breast cancer. Breast Cancer Res Treat 2018; 172:437-444. [PMID: 30132220 DOI: 10.1007/s10549-018-4928-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 08/17/2018] [Indexed: 01/01/2023]
Abstract
PURPOSE TP53 mutation is the most common mutation in breast cancer, and it is considered a target marker of triple-negative breast cancer (TNBC). We investigated whether expression of p53 detected by immunochemical staining predicts the chemotherapy response of TNBC. METHODS A total of 11,393 TNBC patients who had between stage I and stage III enrolled in the Korean Breast Cancer Society Registry database from January 1, 2000 to December 31, 2015. There were 6,331 'p53-positive (+) TNBC' patients and 5062 'p53-negative (-) TNBC' patients. RESULTS In univariate analysis, p53(+) TNBC had a worse prognosis than p53(-) TNBC in patients not receiving chemotherapy (P = 0.003). However, there was no difference in prognosis between p53(+) TNBC and p53(-) TNBC for patients receiving chemotherapy. In multivariate analysis adjusted for age and stage, the risk of p53(+) TNBC was 1.84 times higher than that of p53(-) TNBC in the non-chemotherapy group. However, there was no difference between p53(+) TNBC and p53(-) TNBC in patients receiving chemotherapy. In p53(+) TNBC, the risk was 0.6-fold lower when chemotherapy was administered than when chemotherapy was not administered. However, in p53(-) TNBC, there was no risk reduction effect by chemotherapy. CONCLUSION The prognosis of p53(+) TNBC has worse than p53(-) TNBC, but the risk for survival was significantly reduced with chemotherapy. It suggests that p53(+) TNBC would be more sensitive to chemotherapy than p53(-) TNBC.
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25
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Sporikova Z, Koudelakova V, Trojanec R, Hajduch M. Genetic Markers in Triple-Negative Breast Cancer. Clin Breast Cancer 2018; 18:e841-e850. [PMID: 30146351 DOI: 10.1016/j.clbc.2018.07.023] [Citation(s) in RCA: 118] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 06/22/2018] [Accepted: 07/27/2018] [Indexed: 12/22/2022]
Abstract
Triple-negative breast cancer (TNBC) accounts for 15% to 20% of breast cancer cases and is characterized by the absence of estrogen, progesterone, and human epidermal growth factor 2 receptors. Though TNBC is a highly heterogenic and aggressive disease, TNBC patients have better response to neoadjuvant therapy compared to other breast cancer subtypes. Nevertheless, patients with residual disease have a very poor prognosis, with higher probability of relapse and lower overall survival in the first years after diagnosis. TNBC has 6 subtypes with distinct molecular signatures with different prognoses and probably different responses to therapy. The precise stratification of TNBC is therefore crucial for the development of potent standardized and targeted therapies. In spite of intensive research into finding new molecular biomarkers and designing personalized therapeutic approaches, BRCA mutational status is the only clinically validated biomarker for personalized therapy in TNBC. Recent studies have reported several promising biomarkers that are currently being validated through clinical trials. The objective of this review was to summarize the clinically relevant genetic markers for TNBC that could serve as diagnostic, prognostic, or predictive or could improve personalized therapeutic strategies.
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Affiliation(s)
- Zuzana Sporikova
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital in Olomouc, Olomouc, Czech Republic
| | - Vladimira Koudelakova
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital in Olomouc, Olomouc, Czech Republic.
| | - Radek Trojanec
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital in Olomouc, Olomouc, Czech Republic
| | - Marian Hajduch
- Institute of Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University and University Hospital in Olomouc, Olomouc, Czech Republic
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Zhou R, Wu J, Tang X, Wei X, Ju C, Zhang F, Sun J, Shuai D, Zhang Z, Liu Q, Lv XB. Histone deacetylase inhibitor AR-42 inhibits breast cancer cell growth and demonstrates a synergistic effect in combination with 5-FU. Oncol Lett 2018; 16:1967-1974. [PMID: 30008890 DOI: 10.3892/ol.2018.8854] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 04/06/2018] [Indexed: 12/30/2022] Open
Abstract
AR-42 is a member of a novelly discovered class of phenylbutyrate-derived histone deacetylase inhibitors, and has a number of antitumor effects in a variety of tumor types; however, the role of AR-42 and its possible mechanisms have not been reported in the treatment of breast cancer. The aim of the present study was to investigate the antitumor effects of AR-42 and its associated mechanisms in breast cancer. MTT assays and colony formation assays were conducted to measure the proliferation of MCF-7 cells, and flow cytometry was used to analyze cell apoptosis. The results revealed that AR-42 induced cell apoptosis and suppressed cell growth in a dose- and time-dependent manner. Mechanistically, AR-42 treatment increased the acetylation of the p53 protein and prolonged the half-life of the p53 protein; furthermore, AR-42 treatment upregulated p21 and PUMA expression. Notably, AR-42 had a synergistic effect on MCF-7 cells in combination with fluorouracil, which is one of the most commonly used chemotherapeutic agents. In conclusion, the results indicated that AR-42 inhibits breast cancer cell proliferation and induces apoptosis, indicating that AR-42 is a potential therapeutic agent.
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Affiliation(s)
- Ruihao Zhou
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China.,First Clinical Department, Medical School of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Juan Wu
- Guangzhou Key Laboratory of Translational Medicine on Malignant Tumor Treatment, Affiliated Tumor Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510095, P.R. China
| | - Xiaofeng Tang
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Xin Wei
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Cheng Ju
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Feifei Zhang
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Jun Sun
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Deyong Shuai
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Zhiping Zhang
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
| | - Qiong Liu
- Department of Cardiovascular Medicine, Xiangya Hospital of Central South University, Changsha, Hunan 410008, P.R. China
| | - Xiao-Bin Lv
- Nanchang Key Laboratory of Cancer Pathogenesis and Translational Research, The Third Affiliated Hospital, Nanchang University, Nanchang, Jiangxi 330008, P.R. China
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27
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Bado I, Pham E, Soibam B, Nikolos F, Gustafsson JÅ, Thomas C. ERβ alters the chemosensitivity of luminal breast cancer cells by regulating p53 function. Oncotarget 2018; 9:22509-22522. [PMID: 29854295 PMCID: PMC5976481 DOI: 10.18632/oncotarget.25147] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 03/21/2018] [Indexed: 01/13/2023] Open
Abstract
Estrogen receptor α (ERα)-positive breast cancers tend to develop resistance to both endocrine therapy and chemotherapy. Despite recent progress in defining molecular pathways that confer endocrine resistance, the mechanisms that regulate chemotherapy response in luminal tumors remain largely elusive. Luminal tumors often express wild-type p53 that is a major determinant of the cellular DNA damage response. Similar to p53, the second ER subtype, ERβ, has been reported to inhibit breast tumorigenesis by acting alone or in collaboration with p53. However, a synergistic mechanism of action has not been described. Here, we suggest that ERβ relies on p53 to elicit its tumor repressive actions in ERα-positive breast cancer cells. Upregulation of ERβ and treatment with ERβ agonists potentiates the tumor suppressor function of p53 resulting in decreased survival. This effect requires molecular interaction between the two proteins that disrupts the inhibitory action of ERα on p53 leading to increased transcriptional activity of p53. In addition, we show that the same interaction alters the chemosensitivity of endocrine-resistant cells including their response to tamoxifen therapy. Our results suggest a collaboration of ERβ and p53 tumor suppressor activity in breast cancer cells that indicates the importance of ligand-regulated ERβ as a tool to target p53 activity and improve the clinical management of resistant disease.
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Affiliation(s)
- Igor Bado
- Department of Biology and Biochemistry, Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, Texas, USA
| | - Eric Pham
- Department of Biology and Biochemistry, University of Houston, Houston, Texas, USA
| | - Benjamin Soibam
- Department of Computer Science and Engineering Technology, University of Houston-Downtown, Huston, Texas, USA
| | - Fotis Nikolos
- Department of Biology and Biochemistry, Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, Texas, USA
| | - Jan-Åke Gustafsson
- Department of Biology and Biochemistry, Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, Texas, USA
- Center for Innovative Medicine, Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Christoforos Thomas
- Department of Biology and Biochemistry, Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, Texas, USA
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28
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Duffy MJ, Synnott NC, Crown J. Mutant p53 in breast cancer: potential as a therapeutic target and biomarker. Breast Cancer Res Treat 2018; 170:213-219. [PMID: 29564741 DOI: 10.1007/s10549-018-4753-7] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 03/13/2018] [Indexed: 12/21/2022]
Abstract
OBJECTIVE The aim of this article is to discuss mutant p53 as a possible therapeutic target and biomarker for breast cancer. RESULTS TP53 (p53) is the most frequently mutated gene in invasive breast cancer. Although mutated in 30-35% of all cases, p53 is mutated in approximately 80% of triple-negative (TN) tumors (i.e., tumors negative for ER, PR, and HER2). Because of this high prevalence, mutated p53 is both a potential biomarker and therapeutic target for patients with breast cancer, especially for those with the TN subtype. Although several retrospective studies have investigated a potential prognostic and therapy predictive role for mutant p53 in breast cancer, the results to date are mixed. Thus, at present, mutant p53 cannot be recommended as a prognostic or therapy predictive biomarker in breast cancer. In contrast to the multiple reports on a potential biomarker role, few studies had until recently, investigated mutant p53 as a potential target for breast cancer treatment. In the last decade, however, several compounds have become available which can reactivate mutant p53 protein and convert it to a conformation with wild-type properties. Some of these compounds, especially PRIMA-1, APR-246 PK11007, and COTI-2, have been found to exhibit anticancer activity in preclinical models of breast cancer. CONCLUSION Since p53 is mutated in the vast majority of TN breast cancers, compounds such as APR-246, PK11007, and COTI-2 are potential treatments for patients with this subform of the disease. Further research is necessary to identify a potential biomarker role for mutant p53 in breast cancer.
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Affiliation(s)
- Michael J Duffy
- UCD Clinical Research Centre, St. Vincent's University Hospital, Dublin 4, Ireland. .,UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland.
| | - Naoise C Synnott
- UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - John Crown
- Department of Medical Oncology, St. Vincent's University Hospital, Dublin, Ireland
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29
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Madan E, Parker TM, Bauer MR, Dhiman A, Pelham CJ, Nagane M, Kuppusamy ML, Holmes M, Holmes TR, Shaik K, Shee K, Kiparoidze S, Smith SD, Park YSA, Gomm JJ, Jones LJ, Tomás AR, Cunha AC, Selvendiran K, Hansen LA, Fersht AR, Hideg K, Gogna R, Kuppusamy P. The curcumin analog HO-3867 selectively kills cancer cells by converting mutant p53 protein to transcriptionally active wildtype p53. J Biol Chem 2018; 293:4262-4276. [PMID: 29382728 DOI: 10.1074/jbc.ra117.000950] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 01/10/2018] [Indexed: 01/13/2023] Open
Abstract
p53 is an important tumor-suppressor protein that is mutated in more than 50% of cancers. Strategies for restoring normal p53 function are complicated by the oncogenic properties of mutant p53 and have not met with clinical success. To counteract mutant p53 activity, a variety of drugs with the potential to reconvert mutant p53 to an active wildtype form have been developed. However, these drugs are associated with various negative effects such as cellular toxicity, nonspecific binding to other proteins, and inability to induce a wildtype p53 response in cancer tissue. Here, we report on the effects of a curcumin analog, HO-3867, on p53 activity in cancer cells from different origins. We found that HO-3867 covalently binds to mutant p53, initiates a wildtype p53-like anticancer genetic response, is exclusively cytotoxic toward cancer cells, and exhibits high anticancer efficacy in tumor models. In conclusion, HO-3867 is a p53 mutant-reactivating drug with high clinical anticancer potential.
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Affiliation(s)
- Esha Madan
- From the Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal.,the Amity Institute of Molecular Medicine and Stem Cell Research, Amity University, Gautam Buddha Nagar Section 125, Noida 201301, India
| | - Taylor M Parker
- the Department of Surgery, Simon Cancer Research Center, Indiana University School of Medicine, Indianapolis, Indiana 46202
| | - Matthias R Bauer
- the Medical Research Council Laboratory of Molecular Biology, Cambridge CB2 0QH, United Kingdom
| | - Alisha Dhiman
- the Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana 47907
| | - Christopher J Pelham
- the Department of Pharmacology and Physiology, Saint Louis University, St. Louis, Missouri 63104
| | - Masaki Nagane
- the Department of Biochemistry, School of Veterinary Medicine, Azabu University, 1-17-71 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa 252-5201, Japan
| | - M Lakshmi Kuppusamy
- the Department of Radiology and Medicine, Norris Cotton Cancer Center, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire 03756
| | - Matti Holmes
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Thomas R Holmes
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Kranti Shaik
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Kevin Shee
- the Department of Radiology and Medicine, Norris Cotton Cancer Center, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire 03756
| | | | - Sean D Smith
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Yu-Soon A Park
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Jennifer J Gomm
- the Centre for Tumour Biology, Barts Cancer Institute, Charterhouse Square, London, EC1M 6BQ, United Kingdom
| | - Louise J Jones
- the Centre for Tumour Biology, Barts Cancer Institute, Charterhouse Square, London, EC1M 6BQ, United Kingdom
| | - Ana R Tomás
- From the Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal
| | - Ana C Cunha
- From the Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal
| | - Karuppaiyah Selvendiran
- the Department of Obstetrics and Gynecology, College of Medicine, The Ohio State University, Columbus, Ohio 43210, and
| | - Laura A Hansen
- the Department of Biomedical Sciences, Creighton University, Omaha, Nebraska 68178
| | - Alan R Fersht
- the Medical Research Council Laboratory of Molecular Biology, Cambridge CB2 0QH, United Kingdom
| | - Kálmán Hideg
- the Institute of Organic and Medicinal Chemistry, Faculty of Sciences, University of Pécs, Pécs-H-7624, Hungary
| | - Rajan Gogna
- From the Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal, .,the Amity Institute of Molecular Medicine and Stem Cell Research, Amity University, Gautam Buddha Nagar Section 125, Noida 201301, India
| | - Periannan Kuppusamy
- the Department of Radiology and Medicine, Norris Cotton Cancer Center, Geisel School of Medicine, Dartmouth College, Lebanon, New Hampshire 03756,
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Bankhead P, Fernández JA, McArt DG, Boyle DP, Li G, Loughrey MB, Irwin GW, Harkin DP, James JA, McQuaid S, Salto-Tellez M, Hamilton PW. Integrated tumor identification and automated scoring minimizes pathologist involvement and provides new insights to key biomarkers in breast cancer. J Transl Med 2018; 98:15-26. [PMID: 29251737 DOI: 10.1038/labinvest.2017.131] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Revised: 09/29/2017] [Accepted: 09/29/2017] [Indexed: 02/07/2023] Open
Abstract
Digital image analysis (DIA) is becoming central to the quantitative evaluation of tissue biomarkers for discovery, diagnosis and therapeutic selection for the delivery of precision medicine. In this study, automated DIA using a new purpose-built software platform (QuPath) is applied to a cohort of 293 breast cancer patients to score five biomarkers in tissue microarrays (TMAs): ER, PR, HER2, Ki67 and p53. This software is able to measure IHC expression following fully automated tumor recognition in the same immunohistochemical (IHC)-stained tissue section, as part of a rapid workflow to ensure objectivity and accelerate biomarker analysis. The digital scores produced by QuPath were compared with manual scores by a pathologist and shown to have a good level of concordance in all cases (Cohen's κ>0.6), and almost perfect agreement for the clinically relevant biomarkers ER, PR and HER2 (κ>0.86). To assess prognostic value, cutoff thresholds could be applied to both manual and automated scores using the QuPath software, and survival analysis performed for 5-year overall survival. DIA was shown to be capable of replicating the statistically significant stratification of patients achieved using manual scoring across all biomarkers (P<0.01, log-rank test). Furthermore, the image analysis scores were shown to consistently lead to statistical significance across a wide range of potential cutoff thresholds, indicating the robustness of the method, and identify sub-populations of cases exhibiting different expression patterns within the p53 and Ki67 data sets that warrant further investigation. These findings have demonstrated QuPath's suitability for fast, reproducible, high-throughput TMA analysis across a range of important biomarkers. This was achieved using our tumor recognition algorithms for IHC-stained sections, trained interactively without the need for any additional tumor recognition markers, for example, cytokeratin, to obtain greater insight into the relationship between biomarker expression and clinical outcome applicable to a range of cancer types.
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Affiliation(s)
- Peter Bankhead
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - José A Fernández
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Darragh G McArt
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - David P Boyle
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Gerald Li
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Maurice B Loughrey
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Gareth W Irwin
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - D Paul Harkin
- Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Jacqueline A James
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Stephen McQuaid
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Manuel Salto-Tellez
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
- Tissue Pathology, Belfast Health and Social Care Trust, Belfast, Northern Ireland, UK
| | - Peter W Hamilton
- Northern Ireland Molecular Pathology Laboratory, Centre for Cancer Research and Cell Biology, Queen's University Belfast, Belfast, Northern Ireland, UK
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Li ZH, Gao J, Hu PH, Xiong JP. Anticancer effects of liriodenine on the cell growth and apoptosis of human breast cancer MCF-7 cells through the upregulation of p53 expression. Oncol Lett 2017; 14:1979-1984. [PMID: 28781641 PMCID: PMC5530144 DOI: 10.3892/ol.2017.6418] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2016] [Accepted: 02/23/2017] [Indexed: 01/07/2023] Open
Abstract
Liriodenine has wide pharmacological functions in phytochemistry, pharmacology and antitumor activities. The anticancer effects of liriodenine on the cell growth and apoptosis of human breast cancer MCF-7 cells, and the underlying mechanisms, are yet to be elucidated. Therefore, the present study investigated the anticancer effects of liriodenine on the cell growth and apoptosis of human breast cancer MCF-7 cells. We used MTT assay to measure cell growth, and flow cytometer and DAPI staining was used to analyze cell apoptosis. Then, Western blot analysis was executed to measure B-cell lymphoma-2 protein (Bcl-2), cyclin D1, vascular endothelial growth factor (VEGF), and p53 protein expression. The effect of liriodenine induced significant apoptosis and suppression of cell growth of the MCF-7 cells. Furthermore, the potential mechanism underlying its antitumor effect on MCF-7 cells may result from activation of caspase-3 activity, Bcl-2, cyclin D1 and VEGF, and promotion of p53 protein expression in MCF-7 cells. Therefore, the present results indicated that the anticancer effects of liriodenine suppress cell growth and induce the apoptosis of human breast cancer MCF-7 cells through inhibition of Bcl-2, cyclin D1 and VEGF expression, and upregulation of p53 expression. Therefore, liriodenine may be a potential therapy for the treatment of human breast cancer.
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Affiliation(s)
- Zhi-Hua Li
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330009, P.R. China.,Prevention and Cure Center of Breast Disease, Third Hospital of Nanchang, Nanchang, Jiangxi 330009, P.R. China
| | - Jin Gao
- Department of Breast Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510120, P.R. China
| | - Ping-Hua Hu
- Prevention and Cure Center of Breast Disease, Third Hospital of Nanchang, Nanchang, Jiangxi 330009, P.R. China
| | - Jian-Ping Xiong
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330009, P.R. China
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32
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Kotoula V, Karavasilis V, Zagouri F, Kouvatseas G, Giannoulatou E, Gogas H, Lakis S, Pentheroudakis G, Bobos M, Papadopoulou K, Tsolaki E, Pectasides D, Lazaridis G, Koutras A, Aravantinos G, Christodoulou C, Papakostas P, Markopoulos C, Zografos G, Papandreou C, Fountzilas G. Effects of TP53 and PIK3CA mutations in early breast cancer: a matter of co-mutation and tumor-infiltrating lymphocytes. Breast Cancer Res Treat 2016; 158:307-21. [PMID: 27369359 DOI: 10.1007/s10549-016-3883-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 06/21/2016] [Indexed: 10/21/2022]
Abstract
The purpose of this study is to investigate whether the outcome of breast cancer (BC) patients treated with adjuvant chemotherapy is affected by co-mutated TP53 and PIK3CA according to stromal tumor-infiltrating lymphocytes (TILs). Paraffin tumors of all clinical subtypes from 1661 patients with operable breast cancer who were treated within 4 adjuvant trials with anthracycline-taxanes chemotherapy were informative for TP53 and PIK3CA mutation status (semiconductor sequencing genotyping) and for stromal TILs density. Disease-free survival (DFS) was examined. TP53 mutations were associated with higher (p < 0.001) and PIK3CA with lower (p = 0.004) TILs in an ER /PgR-specific manner (p < 0.001). Mutations did not affect the favorable DFS of patients with lymphocyte-predominant (LP) BC. Within non-LPBC, PIK3CA-only mutations conferred best, while TP53-PIK3CA co-mutations (6 % of all tumors) conferred worst DFS (HR 0.59; 95 % CI 0.44-0.79; p = 0.001 for PIK3CA-only). TP53-only mutations were unfavorable in patients with lower TILs, while patients with lower TILs performed worse if their tumors carried TP53-only mutations (interaction p = 0.046). Multivariate analysis revealed favorable PIK3CA-only mutations in non-LPBC (HR 0.64; 95 % CI 0.47-0.88; p = 0.007), and unfavorable TP53 mutations in ER/PgRpos/HER2neg (HR 1.55; 95 % CI 1.07-2.24; p = 0.021). Mutations did not interact with TILs in non-LP triple-negative and HER2-positive patients. TP53 and PIK3CA mutations appear to have diverse effects on the outcome of early BC patients, according to whether these genes are co-mutated or not, and for TP53 according to TILs density and ER/PgR-status. These findings need to be considered when evaluating the effect of these two most frequently mutated genes in the context of large clinical trials.
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Affiliation(s)
- Vassiliki Kotoula
- Department of Pathology, School of Health Sciences, School of Medicine, Faculty of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece. .,Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - Vasilios Karavasilis
- Department of Medical Oncology, Papageorgiou Hospital, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - George Kouvatseas
- Department of Biostatistics, Health Data Specialists Ltd, Athens, Greece
| | - Eleni Giannoulatou
- Victor Chang Cardiac Research Institute, Darlinghurst, NSW, Australia.,The University of New South Wales, Kensington, NSW, Australia
| | - Helen Gogas
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Sotiris Lakis
- Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Mattheos Bobos
- Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Kyriaki Papadopoulou
- Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eleftheria Tsolaki
- Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, Hippokration Hospital, Athens, Greece
| | - Georgios Lazaridis
- Department of Medical Oncology, Papageorgiou Hospital, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Angelos Koutras
- Division of Oncology, Department of Medicine, University Hospital, University of Patras Medical School, Patras, Greece
| | - Gerasimos Aravantinos
- Second Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | | | | | - Christos Markopoulos
- Second Department of Prop. Surgery, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - George Zografos
- Breast Unit, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Christos Papandreou
- Department of Medical Oncology, University Hospital of Larissa, University of Thessaly School of Medicine, Larissa, Greece
| | - George Fountzilas
- Faculty of Medicine, Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Aristotle University of Thessaloniki, Thessaloniki, Greece
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33
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Kim MC, Choi JE, Lee SJ, Bae YK. Coexistent Loss of the Expressions of BRCA1 and p53 Predicts Poor Prognosis in Triple-Negative Breast Cancer. Ann Surg Oncol 2016; 23:3524-3530. [PMID: 27278204 DOI: 10.1245/s10434-016-5307-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Indexed: 02/04/2023]
Abstract
BACKGROUND To investigate the prognostic significance of altered breast cancer susceptibility gene 1 (BRCA1) and p53 expression in triple-negative breast cancer (TNBC). METHODS Immunohistochemical expression of BRCA1 and p53 was examined in the tumor tissues of 465 TNBC cases and relations were sought with clinicopathological features and patient survival. RESULTS Loss of BRCA1 expression was found in 29.5% (137/465) of TNBCs. Positive expression of p53 was observed in 49.9% (232/465). Patients with loss of BRCA1 expression had a tendency to have higher rate of lymph node metastasis (p = 0.075). An association between p53 expression and high histological grade was observed (p = 0.039). TNBC patients with loss of BRCA1 expression had a tendency to have poorer overall survival (OS) than those positive for BRCA1 (p = 0.09). TNBC patients with positive p53 expression showed better OS than those with p53 negativity (p = 0.001). In terms of combined expression patterns, significantly poorer overall survival (OS) was observed for BRCA1-negative/p53-negative TNBCs and best OS for BRCA1-positive/p53-positive TNBCs (p = 0.005). CONCLUSIONS Combined expression patterns of BRCA1 and p53 could serve as useful prognostic markers in TNBC.
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Affiliation(s)
- Min Chong Kim
- Department of Pathology, Yeungnam University College of Medicine, Daegu, South Korea
| | - Jung Eun Choi
- Department of Surgery, Yeungnam University College of Medicine, Daegu, South Korea
| | - Soo Jung Lee
- Department of Surgery, Yeungnam University College of Medicine, Daegu, South Korea
| | - Young Kyung Bae
- Department of Pathology, Yeungnam University College of Medicine, Daegu, South Korea.
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BAG-1/SODD, HSP70, and HSP90 are potential prognostic markers of poor survival in node-negative breast carcinoma. Hum Pathol 2016; 54:64-73. [PMID: 27038683 DOI: 10.1016/j.humpath.2016.02.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 02/26/2016] [Accepted: 02/27/2016] [Indexed: 01/16/2023]
Abstract
The objective of this study was to analyze the expression and clinical role of 13 signaling molecules in a large cohort of breast carcinoma patients with long follow-up period. Breast carcinomas (n=410) were analyzed for protein expression of phosphorylated mitogen-activated protein kinases (p-ERK, p-JNK, p-p38) and phosphoinositide 3-kinase signaling pathway proteins (p-AKT, p-mTOR, p-p70S6K); the BAG family proteins BAG-1 and BAG-4/SODD; the antiapoptotic protein Bcl-2; the inhibitor of apoptosis family member Survivin; and the heat shock protein family members HSP27, HSP70, and HSP90. Protein expression was studied for association with clinicopathological parameters and survival. Significantly higher expression of p-AKT (P<.001), p-mTOR (P<.001), p-p70S6K (P<.001), Bcl-2 (P<.001), BAG-4/SODD (P<.001), HSP27 (P<.001), HSP70 (P=.012), HSP90 (P<.001), and Survivin (P=.004) was found in infiltrating ductal and lobular carcinomas compared to mucinous carcinomas. Bcl-2 expression was significantly higher in grades 1 and 2 compared to grade 3 carcinomas (P<.001). p-AKT expression was higher in tumors more than 2cm (P=.027), whereas p-mTOR expression was lowest in tumors more than 5cm (P=.019). Higher BAG-4/SODD, HSP70, and HSP90 expression was associated with poor overall survival (P=.016, P=.039, and P=.023, respectively) in univariate analysis, whereas the only independent prognosticator in Cox multivariate survival analysis was tumor diameter (P=.003). In conclusion, BAG-4/SODD, HSP70, and HSP90 are potential prognostic markers in node-negative breast carcinoma that merit further research.
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35
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Jin MS, Park IA, Kim JY, Chung YR, Im SA, Lee KH, Moon HG, Han W, Noh DY, Ryu HS. New insight on the biological role of p53 protein as a tumor suppressor: re-evaluation of its clinical significance in triple-negative breast cancer. Tumour Biol 2016; 37:11017-24. [DOI: 10.1007/s13277-016-4990-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Accepted: 02/10/2016] [Indexed: 01/04/2023] Open
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36
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Su Y, Jiang Y, Sun S, Yin H, Shan M, Tao W, Ge X, Pang D. Effects of HER2 genetic polymorphisms on its protein expression in breast cancer. Cancer Epidemiol 2015; 39:1123-7. [DOI: 10.1016/j.canep.2015.08.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 08/17/2015] [Accepted: 08/23/2015] [Indexed: 12/19/2022]
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37
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Yerushalmi R, Raiter A, Nalbandyan K, Hardy B. Cell surface GRP78: A potential marker of good prognosis and response to chemotherapy in breast cancer. Oncol Lett 2015; 10:2149-2155. [PMID: 26622810 PMCID: PMC4579811 DOI: 10.3892/ol.2015.3579] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Accepted: 05/29/2015] [Indexed: 02/07/2023] Open
Abstract
The 78-kDa glucose-regulated protein (GRP78) is a stress induced heat shock protein which, under limiting conditions, functions as a cell surface signaling receptor. Tumor cells are considered to be subjected to a physiologically stressful microenvironment due to their excessive growth. The role of GRP78 in tumor survival has been of notable interest. The present study aimed to assess the potential prognostic and predictive value of cell surface GRP78 expression in breast cancer tumor cells. Cell surface and cytoplasmic expression of GRP78 was examined by immunohistochemical staining of GRP78 in breast cancer archival paraffin-embedded tumor specimens. The cohort studied included breast cancer patients with operable T1,2, estrogen receptor-positive, node-negative cancer who were assessed using the Oncotype DX gene profile, as well as patients with locally advanced disease prior to and following neoadjuvant systemic treatment. GRP78 values were compared between the 2 groups, and prior to and following systemic treatment. Association analyses between GRP78 expression and prognostic markers were also performed. Cox regression analysis was used to examine the impact of these variables on disease-free survival (DFS). No differences in cytoplasmic GRP78 expression were observed. By contrast, the rates of cell surface GRP78 expression were 74.1% in the early stage operable patients, 36% in neoadjuvant systemic treatment patients prior to treatment and 62.5% in patients following systemic treatment (P<0.039). Positive cell surface GRP78 expression was associated with increased expression of the progesterone receptor (P=0.024), p53 expression (P=0.022) and improved DFS (P=0.047). In the case of GRP78 positivity, a trend for a superior response to chemotherapy was observed (P=0.19). The results of the present study indicated that cell surface GRP78 may be used as a marker for good prognosis in breast cancer and a potential marker for response to chemotherapy.
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Affiliation(s)
- Rinat Yerushalmi
- Davidoff Cancer Center, Rabin Medical Center, Beilinson Campus, Petah Tikva 49100, Israel ; Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Annat Raiter
- Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel ; Felsenstein Medical Research Center, Rabin Medical Center, Beilinson Campus, Petah Tikva 49100, Israel
| | - Karen Nalbandyan
- Department of Pathology, Rabin Medical Center, Beilinson Campus, Petah Tikva 49100, Israel
| | - Britta Hardy
- Sackler School of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel ; Felsenstein Medical Research Center, Rabin Medical Center, Beilinson Campus, Petah Tikva 49100, Israel
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38
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Akbar S, Jordan LB, Purdie CA, Thompson AM, McKenna SJ. Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays. Br J Cancer 2015; 113:1075-80. [PMID: 26348443 PMCID: PMC4651129 DOI: 10.1038/bjc.2015.309] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Revised: 07/19/2015] [Accepted: 08/05/2015] [Indexed: 12/19/2022] Open
Abstract
Background: Tissue microarrays (TMAs) have become a valuable resource for biomarker expression in translational research. Immunohistochemical (IHC) assessment of TMAs is the principal method for analysing large numbers of patient samples, but manual IHC assessment of TMAs remains a challenging and laborious task. With advances in image analysis, computer-generated analyses of TMAs have the potential to lessen the burden of expert pathologist review. Methods: In current commercial software computerised oestrogen receptor (ER) scoring relies on tumour localisation in the form of hand-drawn annotations. In this study, tumour localisation for ER scoring was evaluated comparing computer-generated segmentation masks with those of two specialist breast pathologists. Automatically and manually obtained segmentation masks were used to obtain IHC scores for thirty-two ER-stained invasive breast cancer TMA samples using FDA-approved IHC scoring software. Results: Although pixel-level comparisons showed lower agreement between automated and manual segmentation masks (κ=0.81) than between pathologists' masks (κ=0.91), this had little impact on computed IHC scores (Allred; =0.91, Quickscore; =0.92). Conclusions: The proposed automated system provides consistent measurements thus ensuring standardisation, and shows promise for increasing IHC analysis of nuclear staining in TMAs from large clinical trials.
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Affiliation(s)
- Shazia Akbar
- School of Computing, University of Dundee, Dundee DD1 4HN, UK
| | - Lee B Jordan
- NHS Tayside Department of Pathology, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Colin A Purdie
- NHS Tayside Department of Pathology, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Alastair M Thompson
- Department of Surgical Oncology, MD Anderson Cancer Center, 1400 Pressler Street, Houston, Texas 77030, USA
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The cholesterol metabolite 27-hydroxycholesterol regulates p53 activity and increases cell proliferation via MDM2 in breast cancer cells. Mol Cell Biochem 2015; 410:187-95. [PMID: 26350565 DOI: 10.1007/s11010-015-2551-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Accepted: 09/02/2015] [Indexed: 01/04/2023]
Abstract
Estrogen is synthesized from cholesterol and high cholesterol levels are suggested to be associated with increased risk of estrogen receptor(ER)-positive breast cancer. The cholesterol metabolite 27-hydroxycholesterol (27-OHC) was recently identified as a selective estrogen receptor modulator (SERM) and may therefore impact breast cancer progression. However, the mechanisms by which 27-OHC may contribute to breast cancer are not all known. We determined the extent to which 27-OHC regulates cell proliferation in MCF7 ER-positive breast cancer cell line involving the tumor suppressor protein p53. We found that treatment of MCF7 cells with 27-OHC resulted reduced p53 transcriptional activity. Conversely, treatment of the ER-negative MDA-MB 231 cells with 27-OHC induced no significant change in p53 activity. Exposure of MCF7 cells to 27-OHC was also associated with increased protein levels of the E3 ubiquitin protein ligase MDM2 and decreased levels of p53. Moreover, 27-OHC also enhanced physical interaction between p53 and MDM2. Furthermore, 27-OHC-induced proliferation was attenuated using either the p53 activator Tenovin-1 or the MDM2 inhibitor Nutlin-3 and Mdm2 siRNA. Taken together, our results indicate that 27-OHC may contribute to ER-positive breast cancer progression by disrupting constitutive p53 signaling in an MDM2-dependent manner.
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40
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Coates AS, Winer EP, Goldhirsch A, Gelber RD, Gnant M, Piccart-Gebhart M, Thürlimann B, Senn HJ. Tailoring therapies--improving the management of early breast cancer: St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2015. Ann Oncol 2015; 26:1533-46. [PMID: 25939896 PMCID: PMC4511219 DOI: 10.1093/annonc/mdv221] [Citation(s) in RCA: 1218] [Impact Index Per Article: 135.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Accepted: 04/28/2015] [Indexed: 12/16/2022] Open
Abstract
The 14th St Gallen International Breast Cancer Conference (2015) reviewed substantial new evidence on locoregional and systemic therapies for early breast cancer. Further experience has supported the adequacy of tumor margins defined as 'no ink on invasive tumor or DCIS' and the safety of omitting axillary dissection in specific cohorts. Radiotherapy trials support irradiation of regional nodes in node-positive disease. Considering subdivisions within luminal disease, the Panel was more concerned with indications for the use of specific therapies, rather than surrogate identification of intrinsic subtypes as measured by multiparameter molecular tests. For the treatment of HER2-positive disease in patients with node-negative cancers up to 1 cm, the Panel endorsed a simplified regimen comprising paclitaxel and trastuzumab without anthracycline as adjuvant therapy. For premenopausal patients with endocrine responsive disease, the Panel endorsed the role of ovarian function suppression with either tamoxifen or exemestane for patients at higher risk. The Panel noted the value of an LHRH agonist given during chemotherapy for premenopausal women with ER-negative disease in protecting against premature ovarian failure and preserving fertility. The Panel noted increasing evidence for the prognostic value of commonly used multiparameter molecular markers, some of which also carried prognostic information for late relapse. The Panel noted that the results of such tests, where available, were frequently used to assist decisions about the inclusion of cytotoxic chemotherapy in the treatment of patients with luminal disease, but noted that threshold values had not been established for this purpose for any of these tests. Multiparameter molecular assays are expensive and therefore unavailable in much of the world. The majority of new breast cancer cases and breast cancer deaths now occur in less developed regions of the world. In these areas, less expensive pathology tests may provide valuable information. The Panel recommendations on treatment are not intended to apply to all patients, but rather to establish norms appropriate for the majority. Again, economic considerations may require that less expensive and only marginally less effective therapies may be necessary in less resourced areas. Panel recommendations do not imply unanimous agreement among Panel members. Indeed, very few of the 200 questions received 100% agreement from the Panel. In the text below, wording is intended to convey the strength of Panel support for each recommendation, while details of Panel voting on each question are available in supplementary Appendix S2, available at Annals of Oncology online.
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MESH Headings
- Anthracyclines/administration & dosage
- Antineoplastic Agents, Hormonal/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Axilla
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Breast Neoplasms/therapy
- Carcinoma, Ductal, Breast/metabolism
- Carcinoma, Ductal, Breast/pathology
- Carcinoma, Ductal, Breast/therapy
- Carcinoma, Intraductal, Noninfiltrating/metabolism
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/therapy
- Carcinoma, Lobular/metabolism
- Carcinoma, Lobular/pathology
- Carcinoma, Lobular/therapy
- Chemotherapy, Adjuvant/methods
- Female
- Humans
- Lymph Node Excision/methods
- Mastectomy/methods
- Mastectomy, Segmental/methods
- Neoplasm Staging
- Platinum Compounds/administration & dosage
- Practice Guidelines as Topic
- Radiotherapy, Adjuvant/methods
- Receptor, ErbB-2/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
- Tamoxifen/administration & dosage
- Taxoids/administration & dosage
- Trastuzumab/administration & dosage
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Affiliation(s)
- A S Coates
- International Breast Cancer Study Group, University of Sydney, Sydney, Australia
| | - E P Winer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, USA
| | - A Goldhirsch
- International Breast Cancer Study Group, Program of Breast Health (Senology), European Institute of Oncology, Milan, Italy
| | - R D Gelber
- International Breast Cancer Study Group Statistical Center, Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, USA
| | - M Gnant
- Department of Surgery and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - M Piccart-Gebhart
- Internal Medicine/Oncology, Institut Jules Bordet, Brussels, Belgium
| | - B Thürlimann
- Breast Center, Kantonsspital St Gallen, St Gallen
| | - H-J Senn
- Tumor and Breast Center ZeTuP, St Gallen, Switzerland
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41
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Ahn HJ, Jung SJ, Kim TH, Oh MK, Yoon HK. Differences in Clinical Outcomes between Luminal A and B Type Breast Cancers according to the St. Gallen Consensus 2013. J Breast Cancer 2015; 18:149-59. [PMID: 26155291 PMCID: PMC4490264 DOI: 10.4048/jbc.2015.18.2.149] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Accepted: 03/19/2015] [Indexed: 12/23/2022] Open
Abstract
Purpose Human epidermal growth factor receptor 2 (HER2)-positive luminal B type comprises estrogen receptor (ER)-positive and HER2-positive cancers, and HER2-negative luminal B type comprises ER-positive cancers showing a Ki-67 labeling index ≥14% or progesterone receptor (PR) expression of <20% according to the St. Gallen consensus 2013. The current study aimed to classify intrinsic subtypes according to the St. Gallen consensus 2013 and determine the differences in clinicopathological parameters and survival outcomes among the molecular types, especially among the luminal types. Methods Assessment of molecular types was performed for 267 invasive ductal carcinomas. The differences in clinicopathological parameters, disease-free survival (DFS), and overall survival (OS) among the molecular types were analyzed. Results The luminal B type was the most prevalent, at 44.9%, followed by the luminal A, triple-negative (including basal-like type), and HER2 type, at 21.7%, 18.7%, and 14.6%, respectively. There were statistically significant differences in size (p=0.003), nodal status (p=0.046), histologic grade (p<0.001), p53 (p<0.001) and cyclooxygenase 2 (COX-2) positivity (p=0.002), recurrence (p=0.001) and death rates (p=0.036), DFS (p=0.002), and OS (p=0.039) among the molecular types. Significant differences in size (p=0.009), nodal metastasis (p=0.019), histologic grade (p<0.001), p53 positivity (p=0.001), and PR expression (p<0.001) were noted between the luminal A and B types. Among the luminal B type cancers, the distributions of ER and PR scores showed significant differences (p=0.003, p=0.003). p53 positivity in the luminal B type cancers was related to shortened DFS (p=0.034). In luminal type cancers, COX-2 positivity was related to longer DFS (p=0.026). Conclusion Different management guidelines should be considered for the luminal A and luminal B breast cancer types. Positive p53 expression in luminal B type cancers and negative COX-2 expression in luminal type cancers seem to be related to poor clinical outcome.
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Affiliation(s)
- Hyo Jung Ahn
- Department of Pathology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Soo Jin Jung
- Department of Pathology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Tae Hyun Kim
- Department of General Surgery, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Min Kyung Oh
- Department of Clinical Pharmacology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Hye-Kyoung Yoon
- Department of Pathology, Inje University Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
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Vernet-Tomás M, Baños N, Sabadell D, Corominas JM, Mestre-Fusco A, Suárez-Piñera M, Carreras R. p53 expression in breast cancer predicts tumors with low probability of non-sentinel nodes infiltration. J Obstet Gynaecol Res 2015; 41:1115-21. [PMID: 25657069 DOI: 10.1111/jog.12670] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 11/29/2014] [Indexed: 12/22/2022]
Abstract
AIM Several predictive tools of non-sentinel lymph nodes neoplastic involvement when a positive sentinel lymph node is found have been described. However, molecular factors have been rarely evaluated to build these tools. The aim of this study was to establish which factors predicted non-sentinel lymph nodes infiltration in our setting, including some molecular factors. MATERIAL AND METHODS We carried out a retrospective review of 161 patients with breast cancer and a positive sentinel lymph node who had undergone axillary lymph node dissection, none of whom had received neoadjuvant treatment. Features evaluated as predictive factors for non-sentinel node positivity were: menopausal status, tumor size, histological subtype, histological grade, lymphovascular invasion, extracapsular invasion, Ki67 index, hormonal receptors, CerbB2 and p53 expression, size of sentinel lymph node metastases and number of sentinel lymph nodes affected. RESULTS Tumor size (P = 0.001), size of sentinel lymph node metastases (P = 0.001), lobular invasive carcinoma (P = 0.05) and lymphovascular invasion (P = 0.006) were significantly associated with non-sentinel lymph node positivity. Tumor p53 positive expression was strongly associated with non-sentinel lymph node negativity (P = 0.000). In multivariate analysis, all these factors but tumor size maintained their significance. The discrimination power of the model calculated by the area under the receiver-operator curve was 0.811 (95% confidence interval, 0.741-0.880). CONCLUSION p53 expression in breast cancer was highly predictive of non-sentinel lymph node negativity in our study. New studies should evaluate if it would be useful to add p53 expression to other existing predictive tools.
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Affiliation(s)
- Maria Vernet-Tomás
- Obstetrics and Gynecology Department, Hospital del Mar, Bellaterra, Spain.,Breast Surgery, Breast Functional Unit, Hospital del Mar, Bellaterra, Spain.,Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Nuria Baños
- Obstetrics and Gynecology Department, Hospital del Mar, Bellaterra, Spain
| | - Dolors Sabadell
- Obstetrics and Gynecology Department, Hospital del Mar, Bellaterra, Spain.,Breast Surgery, Breast Functional Unit, Hospital del Mar, Bellaterra, Spain
| | - Josep-Maria Corominas
- Pathology Department, Hospital del Mar, Bellaterra, Spain.,Universitat Autònoma de Barcelona, Bellaterra, Spain
| | | | | | - Ramon Carreras
- Obstetrics and Gynecology Department, Hospital del Mar, Bellaterra, Spain.,Universitat Autònoma de Barcelona, Bellaterra, Spain
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Huang L, Wong CC, Cheng KW, Rigas B. Phospho-aspirin-2 (MDC-22) inhibits estrogen receptor positive breast cancer growth both in vitro and in vivo by a redox-dependent effect. PLoS One 2014; 9:e111720. [PMID: 25369051 PMCID: PMC4219766 DOI: 10.1371/journal.pone.0111720] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 10/01/2014] [Indexed: 12/17/2022] Open
Abstract
Phospho-aspirin (PA-2) is a novel aspirin derivative that exhibits promising anticancer properties and is considerably safer than conventional aspirin. In this study, we investigated the chemotherapeutic efficacy of PA-2 in preclinical models of estrogen receptor positive (ER+) breast cancer and elucidated its mechanism of action. PA-2 inhibited the growth of ER+ cells more potently than aspirin in vitro, and exerted a triple cytokinetic effect that includes induction of apoptosis and cell cycle arrest as well as the inhibition of cell proliferation. PA-2 is highly efficacious in vivo, as treatment of established MCF7 xenografts with PA-2 induced tumor stasis (98.2% inhibition, p<0.01). PA-2 triggered the activation of p53-dependent apoptosis via two distinct mechanisms: 1) acetylation of p53 (at K373), which disrupts its interaction with its transcription repressor MDM2, and 2) translocation of p53 to the mitochondria leading to the dissipation of mitochondrial transmembrane potential (ΔΨ(m)). Consistent with these observations, both the RNAi-mediated knockdown of p53 and forced deactylation via HDAC1 over-expression attenuated the anticancer effect of PA-2 in MCF7 cells. An upstream mediator of the signaling effects of PA-2 is RONS. PA-2 induced oxidative stress in vitro and in mice bearing MCF7 xenografts; its induction effect appears to be tumor-specific. Crucially, administration of N-acetylcysteine, a ROS scavenger, abrogated the effect of PA-2 on p53 acetylation and mitochondria translocation, thus identifying RONS as proximal molecules mediating the anticancer effect of PA-2. In summary, our findings demonstrate that PA-2 is a promising antineoplastic compound against ER+ breast cancer, warranting further evaluation as an anticancer agent.
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Affiliation(s)
- Liqun Huang
- Division of Cancer Prevention, Department of Medicine, Stony Brook University, Stony Brook, New York, United States of America
| | - Chi C. Wong
- Division of Cancer Prevention, Department of Medicine, Stony Brook University, Stony Brook, New York, United States of America
| | - Ka W. Cheng
- Division of Cancer Prevention, Department of Medicine, Stony Brook University, Stony Brook, New York, United States of America
| | - Basil Rigas
- Division of Cancer Prevention, Department of Medicine, Stony Brook University, Stony Brook, New York, United States of America
- Medicon Pharmaceuticals, Inc, Setauket, New York, United States of America
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Integration strategy is a key step in network-based analysis and dramatically affects network topological properties and inferring outcomes. BIOMED RESEARCH INTERNATIONAL 2014; 2014:296349. [PMID: 25243127 PMCID: PMC4163410 DOI: 10.1155/2014/296349] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Revised: 07/14/2014] [Accepted: 07/17/2014] [Indexed: 01/17/2023]
Abstract
An increasing number of experiments have been designed to detect intracellular and intercellular molecular interactions. Based on these molecular interactions (especially protein interactions), molecular networks have been built for using in several typical applications, such as the discovery of new disease genes and the identification of drug targets and molecular complexes. Because the data are incomplete and a considerable number of false-positive interactions exist, protein interactions from different sources are commonly integrated in network analyses to build a stable molecular network. Although various types of integration strategies are being applied in current studies, the topological properties of the networks from these different integration strategies, especially typical applications based on these network integration strategies, have not been rigorously evaluated. In this paper, systematic analyses were performed to evaluate 11 frequently used methods using two types of integration strategies: empirical and machine learning methods. The topological properties of the networks of these different integration strategies were found to significantly differ. Moreover, these networks were found to dramatically affect the outcomes of typical applications, such as disease gene predictions, drug target detections, and molecular complex identifications. The analysis presented in this paper could provide an important basis for future network-based biological researches.
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Hamilton G, Abraham AG, Morton J, Sampson O, Pefani DE, Khoronenkova S, Grawenda A, Papaspyropoulos A, Jamieson N, McKay C, Sansom O, Dianov GL, O'Neill E. AKT regulates NPM dependent ARF localization and p53mut stability in tumors. Oncotarget 2014; 5:6142-67. [PMID: 25071014 PMCID: PMC4171619 DOI: 10.18632/oncotarget.2178] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 07/07/2014] [Indexed: 12/31/2022] Open
Abstract
Nucleophosmin (NPM) is known to regulate ARF subcellular localization and MDM2 activity in response to oncogenic stress, though the precise mechanism has remained elusive. Here we describe how NPM and ARF associate in the nucleoplasm to form a MDM2 inhibitory complex. We find that oligomerization of NPM drives nucleolar accumulation of ARF. Moreover, the formation of NPM and ARF oligomers antagonizes MDM2 association with the inhibitory complex, leading to activation of MDM2 E3-ligase activity and targeting of p53. We find that AKT phosphorylation of NPM-Ser48 prevents oligomerization that results in nucleoplasmic localization of ARF, constitutive MDM2 inhibition and stabilization of p53. We also show that ARF promotes p53 mutant stability in tumors and suppresses p73 mediated p21 expression and senescence. We demonstrate that AKT and PI3K inhibitors may be effective in treatment of therapeutically resistant tumors with elevated AKT and carrying gain of function mutations in p53. Our results show that the clinical candidate AKT inhibitor MK-2206 promotes ARF nucleolar localization, reduced p53(mut) stability and increased sensitivity to ionizing radiation in a xenograft model of pancreatic cancer. Analysis of human tumors indicates that phospho-S48-NPM may be a useful biomarker for monitoring AKT activity and in vivo efficacy of AKT inhibitor treatment. Critically, we propose that combination therapy involving PI3K-AKT inhibitors would benefit from a patient stratification rationale based on ARF and p53(mut) status.
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Affiliation(s)
- Garth Hamilton
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK; These authors contributed equally to this work
| | - Aswin G Abraham
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK; These authors contributed equally to this work
| | - Jennifer Morton
- Beatson Institute for Cancer Research, Garscube Estate, Switchback Road, Glasgow, UK
| | - Oliver Sampson
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Dafni E Pefani
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Svetlana Khoronenkova
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Anna Grawenda
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Angelos Papaspyropoulos
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Nigel Jamieson
- West of Scotland Pancreatic Unit and University Department of Surgery, Glasgow Royal Infirmary, Alexandra Parade. Glasgow
| | - Colin McKay
- West of Scotland Pancreatic Unit and University Department of Surgery, Glasgow Royal Infirmary, Alexandra Parade. Glasgow
| | - Owen Sansom
- Beatson Institute for Cancer Research, Garscube Estate, Switchback Road, Glasgow, UK
| | - Grigory L Dianov
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
| | - Eric O'Neill
- Cancer Research UK/MRC Oxford Institute, Department of Oncology, University of Oxford, Old Road Campus, Roosevelt Drive, UK
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Chen C, Yuan JP, Wei W, Tu Y, Yao F, Yang XQ, Sun JZ, Sun SR, Li Y. Subtype classification for prediction of prognosis of breast cancer from a biomarker panel: correlations and indications. Int J Nanomedicine 2014; 9:1039-48. [PMID: 24591826 PMCID: PMC3937188 DOI: 10.2147/ijn.s58270] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background Hormone receptors, including the estrogen receptor and progesterone receptor, human epidermal growth factor receptor 2 (HER2), and other biomarkers like Ki67, epidermal growth factor receptor (EGFR, also known as HER1), the androgen receptor, and p53, are key molecules in breast cancer. This study evaluated the relationship between HER2 and hormone receptors and explored the additional prognostic value of Ki67, EGFR, the androgen receptor, and p53. Methods Quantitative determination of HER2 and EGFR was performed in 240 invasive breast cancer tissue microarray specimens using quantum dot (QD)-based nanotechnology. We identified two subtypes of HER2, ie, high total HER2 load (HTH2) and low total HER2 load (LTH2), and three subtypes of hormone receptor, ie, high hormone receptor (HHR), low hormone receptor (LHR), and no hormone receptor (NHR). Therefore, breast cancer patients could be divided into five subtypes according to HER2 and hormone receptor status. Ki67, p53, and the androgen receptor were determined by traditional immunohistochemistry techniques. The relationship between hormone receptors and HER2 was investigated and the additional value of Ki67, EGFR, the androgen receptor, and p53 for prediction of 5-year disease-free survival was assessed. Results In all patients, quantitative determination showed a statistically significant (P<0.001) negative correlation between HER2 and the hormone receptors and a significant positive correlation (P<0.001) between the estrogen receptor and the progesterone receptor (r=0.588), but a significant negative correlation (P<0.001, r=−0.618) with the HHR subtype. There were significant differences between the estrogen receptor, progesterone receptor, and HER2 subtypes with regard to total HER2 load and hormone receptor subtypes. The rates of androgen receptor and p53 positivity were 46.3% and 57.0%, respectively. Other than the androgen receptor, differences in expression of Ki67, EGFR, and p53 did not achieve statistical significance (P>0.05) between the five subtypes. EGFR and Ki67 had prognostic significance for 5-year disease-free survival in univariate analysis, but the androgen receptor and p53 did not. Multivariate analysis identified that EGFR expression had predictive significance for 5-year disease-free survival in hormone-receptor positive patients and in those with the lymph node-positive breast cancer subtype. Conclusion Hormone receptor expression was indeed one of the molecular profiles in the subtypes identified by quantitative HER2 and vice versa. EGFR status may provide discriminative prognostic information in addition to HER2 and hormone receptor status, and should be integrated into routine practice to help formulate more specific prediction of the prognosis and appropriate individualized treatment.
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Affiliation(s)
- Chuang Chen
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Jing-Ping Yuan
- Department of Oncology, Zhongnan Hospital of Wuhan University and Hubei Key Laboratory of Tumor Biological Behaviors and Hubei Cancer Clinical Study Center, Wuhan, People's Republic of China ; Department of Pathology, The Central Hospital of Wuhan, Wuhan, People's Republic of China
| | - Wen Wei
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Yi Tu
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Feng Yao
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Xue-Qin Yang
- Medical School of Jingchu University of Technology, Jingmen, People's Republic of China
| | - Jin-Zhong Sun
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Sheng-Rong Sun
- Department of Breast and Thyroid Surgery, Wuhan University, Renmin Hospital, Wuhan, People's Republic of China
| | - Yan Li
- Department of Oncology, Zhongnan Hospital of Wuhan University and Hubei Key Laboratory of Tumor Biological Behaviors and Hubei Cancer Clinical Study Center, Wuhan, People's Republic of China
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Janes H, Brown MD, Pepe MS, Huang Y. An approach to evaluating and comparing biomarkers for patient treatment selection. Int J Biostat 2014; 10:99-121. [PMID: 24695044 PMCID: PMC4341986 DOI: 10.1515/ijb-2012-0052] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Despite the heightened interest in developing biomarkers predicting treatment response that are used to optimize patient treatment decisions, there has been relatively little development of statistical methodology to evaluate these markers. There is currently no unified statistical framework for marker evaluation. This paper proposes a suite of descriptive and inferential methods designed to evaluate individual markers and to compare candidate markers. An R software package has been developed which implements these methods. Their utility is illustrated in the breast cancer treatment context, where candidate markers are evaluated for their ability to identify a subset of women who do not benefit from adjuvant chemotherapy and can therefore avoid its toxicity.
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Affiliation(s)
- Holly Janes
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N., Seattle, WA 98109, USA
| | - Marshall D. Brown
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N., Seattle, WA 98109, USA
| | - Margaret S. Pepe
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N., Seattle, WA 98109, USA
| | - Ying Huang
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N., Seattle, WA 98109, USA
- University of Washington, Seattle, WA, USA
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O'Toole SA, Beith JM, Millar EKA, West R, McLean A, Cazet A, Swarbrick A, Oakes SR. Therapeutic targets in triple negative breast cancer. J Clin Pathol 2013; 66:530-42. [DOI: 10.1136/jclinpath-2012-201361] [Citation(s) in RCA: 107] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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