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Shi G, Shen Z, Liu Y, Yin W. Identifying Biomarkers to Predict the Progression and Prognosis of Breast Cancer by Weighted Gene Co-expression Network Analysis. Front Genet 2020; 11:597888. [PMID: 33391348 PMCID: PMC7773894 DOI: 10.3389/fgene.2020.597888] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Accepted: 11/23/2020] [Indexed: 12/11/2022] Open
Abstract
Breast cancer (BC) is the leading cause of cancer death among women worldwide. The molecular mechanisms of its pathogenesis are still to be investigated. In our study, differentially expressed genes (DEGs) were screened between BC and normal tissues. Based on the DEGs, a weighted gene co-expression network analysis (WGCNA) was performed in 683 BC samples, and eight co-expressed gene modules were identified. In addition, by relating the eight co-expressed modules to clinical information, we found the blue module and pathological stage had a significant correlation (r = 0.24, p = 1e–10). Validated by multiple independent datasets, using one-way ANOVA, survival analysis and expression level revalidation, we finally screened 12 hub genes that can predict BC progression and prognosis. Functional annotation analysis indicated that the hub genes were enriched in cell division and cell cycle regulation. Importantly, higher expression of the 12 hub genes indicated poor overall survival, recurrence-free survival, and disease-free survival in BC patients. In addition, the expression of the 12 hub genes showed a significantly positive correlation with the expression of cell proliferation marker Ki-67 in BC. In summary, our study has identified 12 hub genes associated with the progression and prognosis of BC; these hub genes might lead to poor outcomes by regulating the cell division and cell cycle. These hub genes may serve as a biomarker and help to distinguish different pathological stages for BC patients.
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Affiliation(s)
- Gengsheng Shi
- Department of Clinical and Public Health, School of Health and Rehabilitation, Jiangsu College of Nursing, Jiangsu, China
| | - Zhenru Shen
- Department of Cardiothoracic Surgery, The Second People's Hospital of Huai'an, Huai'an, China
| | - Yi Liu
- Department of Clinical and Public Health, School of Health and Rehabilitation, Jiangsu College of Nursing, Jiangsu, China
| | - Wenqin Yin
- Department of Clinical and Public Health, School of Health and Rehabilitation, Jiangsu College of Nursing, Jiangsu, China
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2
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Sun D, Zhong J, Wei W, Liu L, Liu J, Lin X. Long non-coding RNAs lnc-ANGPTL1-3:3 and lnc-GJA10-12:1 present as regulators of sentinel lymph node metastasis in breast cancer. Oncol Lett 2020; 20:188. [PMID: 32952657 PMCID: PMC7479524 DOI: 10.3892/ol.2020.12050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 06/12/2020] [Indexed: 12/26/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) participate in various biological processed involved in tumorigenesis, metastasis and proliferation. The aim of the present study was to identify candidate long non-coding RNAs (lncRNAs) involved in sentinel lymph node (SLN) metastasis in breast cancer. Specimens of SLNs were collected from patients with SLN metastasis via punch biopsy. Total RNA was extracted and RNA sequencing (RNA-seq) was conducted. Differential expression profiles of mRNAs and lncRNAs were obtained via bioinformatics analysis, and Gene Oncology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed on differentially expressed mRNAs. The expression levels of lncRNAs were analyzed via reverse transcription-quantitative PCR (RT-qPCR), and the regulation network of the lncRNAs to downstream microRNAs (miRs) and mRNAs was predicted. Based on RNA-seq results, six differentially expressed candidate lncRNAs were identified in patients with and without SLN metastasis: lnc-ANGPTL1-3:3, lnc-GJA10-12:1, lnc-ACAN-2:1, lnc-ZPBP2-4:1, lnc-GATA3-16:1 and lnc-ACOX3-5:1. KEGG and GO analysis identified that the mitogen-activated protein kinase (MAPK) and PI3K/Akt signaling pathways were the most enriched pathways. After RT-qPCR analysis, lnc-ANGPTL1-3:3 and lnc-GJA10-12:1 exhibited expression patterns that were consistent with those from RNA-seq. Moreover, receiver operating characteristic curve analysis demonstrated that lnc-ANGPTL1-3:3 and lnc-GJA10-12:1 expression levels had high sensitivity and specificity in the diagnosis of SLN metastasis, and that their expression levels were upregulated in patients with axillary lymph node metastasis. Further analysis revealed that lnc-GJA10-12:1 and lnc-ANGPTL1-3:3 were commonly involved in regulating the miR-302 family, including miR-302d-3p and miR-302c-3p, which together targeted AKT1. Additionally, lnc-ANGPTL1-3:3 was predicted to target miR-520b to regulate MAP3K2 expression. lnc-GJA10-12:1 was also predicted to target miR-34a-5p to regulate MAP2K1 and MAP3K9 expression levels, as well as miR-449a to regulate MAP2K1 expression. The results of the present study suggested that lnc-ANGPTL1-3:3 and lnc-GJA10-12:1 may potentially serve a role in SLN metastasis of breast cancer by regulating the PI3K/Akt and MAPK signaling pathways via targeting the miR-302 family, miR-520a-3p, miR-34a-5p and miR-449a. Thus, lnc-ANGPTL1-3:3 and lnc-GJA10-12:1 in SLN may serve as potential markers of breast cancer metastasis.
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Affiliation(s)
- Desheng Sun
- Department of Ultrasonography, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Jieyu Zhong
- Department of Ultrasonography, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Wei Wei
- Department of Breast Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Li Liu
- Department of Ultrasonography, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Jun Liu
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
| | - Xiaona Lin
- Department of Ultrasonography, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
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3
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Tokumaru Y, Takabe K, Yoshida K, Akao Y. Effects of MIR143 on rat sarcoma signaling networks in solid tumors: A brief overview. Cancer Sci 2020; 111:1076-1083. [PMID: 32077199 PMCID: PMC7156858 DOI: 10.1111/cas.14357] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 02/01/2020] [Accepted: 02/14/2020] [Indexed: 12/18/2022] Open
Abstract
Rat sarcoma (RAS) is a well-known oncogene that plays important roles in cancer proliferation, cell survival and cell invasion. RAS exists as three major isoforms, Kirsten rat sarcoma (KRAS), Harvey rat sarcoma (HRAS) and neuroblastoma rat sarcoma (NRAS). Mutations of these genes account for approximately 30% of all cancers. Among them, KRAS mutations are the most common, responsible for 85%, followed by NRAS (12%) and HRAS (3%). Although the development of RAS inhibitors has been explored for over the past decade, so far, no effective inhibitor has been found. MicroRNA (miRNA) are a class of small non-coding RNA that control the gene expression of pleural target genes at the post-transcriptional level. MiRNA play critical roles in the physiological and pathological processes at work in cancers, such as cell proliferation, cell death, cell invasion and metastasis. MicroRNA-143 (MIR143) is known to function as a tumor suppressor in a variety of cancers. One of its known mechanisms is suppression of RAS expression and its effector signaling pathways, such as PI3K/AKT and MAPK/ERK. Within the last five years, we developed a potent chemically modified MIR143-3p that enabled us to elucidate the details of the KRAS signaling networks at play in colon and other cancer cells. In this review, we will discuss the role of MIR143-3p in those RAS signaling networks that are related to various biological processes of cancer cells. In addition, we will discuss the possibility of the use of MIR143 as a therapeutic drug for targeting RAS signaling networks.
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Affiliation(s)
- Yoshihisa Tokumaru
- Breast SurgeryDepartment of Surgical OncologyRoswell Park Comprehensive Cancer CenterBuffaloNew York
- Department of Surgical OncologyGraduate School of MedicineGifu UniversityGifuJapan
| | - Kazuaki Takabe
- Breast SurgeryDepartment of Surgical OncologyRoswell Park Comprehensive Cancer CenterBuffaloNew York
- Department of SurgeryUniversity at Buffalo Jacobs School of Medicine and Biomedical SciencesThe State University of New YorkBuffaloNew York
| | - Kazuhiro Yoshida
- Department of Surgical OncologyGraduate School of MedicineGifu UniversityGifuJapan
| | - Yukihiro Akao
- United Graduate School of Drug and Medical Information SciencesGifu UniversityGifuJapan
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4
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Yang L, Ye F, Bao L, Zhou X, Wang Z, Hu P, Ouyang N, Li X, Shi Y, Chen G, Xia P, Chui M, Li W, Jia Y, Liu Y, Liu J, Ye J, Zhang Z, Bu H. Somatic alterations of TP53, ERBB2, PIK3CA and CCND1 are associated with chemosensitivity for breast cancers. Cancer Sci 2019; 110:1389-1400. [PMID: 30776175 PMCID: PMC6447848 DOI: 10.1111/cas.13976] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 01/24/2019] [Accepted: 02/08/2019] [Indexed: 02/05/2023] Open
Abstract
The correlation of genetic alterations with response to neoadjuvant chemotherapy (NAC) has not been fully revealed. In this study, we enrolled 247 breast cancer patients receiving anthracycline‐taxane‐based NAC treatment. A next generation sequencing (NGS) panel containing 36 hotspot breast cancer‐related genes was used in this study. Two different standards for the extent of pathologic complete response (pCR), ypT0/isypN0 and ypT0/is, were used as indicators for NAC treatment. TP53 mutation (n = 149, 60.3%), PIK3CA mutation (n = 109, 44.1%) and MYC amplification (n = 95, 38.5%) were frequently detected in enrolled cases. TP53 mutation (P = 0.019 for ypT0/isypN0 and P = 0.003 for ypT0/is) and ERBB2 amplification (P < 0.001 for both ypT0/isypN0 and ypT0/is) were related to higher pCR rates. PIK3CA mutation (P = 0.040 for ypT0/isypN0) and CCND2 amplification (P = 0.042 for ypT0/is) showed reduced sensitivity to NAC. Patients with MAPK pathway alteration had low pCR rates (P = 0.043 for ypT0/is). Patients with TP53 mutation (−) PIK3CA mutation (−) ERBB2 amplification (+) CCND1 amplification (−), TP53 mutation (+) PIK3CA mutation (−) ERBB2 amplification (+) CCND1 amplification (−) or TP53 mutation (+) PIK3CA mutation (+) ERBB2 amplification (+) CCND1 amplification (−)had significantly higher pCR rates (P < 0.05 for ypT0/isypN0 and ypT0/is) than wild type genotype tumors. Some cancer genetic alterations as well as pathway alterations were associated with chemosensitivity to NAC treatment. Our study may shed light on the molecular characteristics of breast cancer for prediction of NAC expectations when breast cancer is first diagnosed by biopsy.
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Affiliation(s)
- Libo Yang
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China.,Laboratory of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Feng Ye
- Laboratory of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Longlong Bao
- Department of Pathology, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
| | - Xiaoyan Zhou
- Department of Pathology, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical College, Shanghai, China.,Institute of Pathology, Fudan University, Shanghai, China
| | - Zhe Wang
- Department of Pathology, Xijing Hospital and School of Basic Medicine, Air Force Medical University, Xi'an, China
| | - Peizhen Hu
- Department of Pathology, Xijing Hospital and School of Basic Medicine, Air Force Medical University, Xi'an, China
| | - Nengtai Ouyang
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaojuan Li
- Cellular & Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yi Shi
- Department of Molecular Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Gang Chen
- Department of Molecular Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Peiyi Xia
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Pathology, School of Basic Medicine, Zhengzhou University, Zhengzhou, China
| | - Meiying Chui
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Pathology, School of Basic Medicine, Zhengzhou University, Zhengzhou, China
| | - Wencai Li
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Pathology, School of Basic Medicine, Zhengzhou University, Zhengzhou, China
| | - Ying Jia
- Department of Pathology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yueping Liu
- Department of Pathology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | | | - Junyi Ye
- Burning Rock Biotech, Guangzhou, China
| | - Zhe Zhang
- Burning Rock Biotech, Guangzhou, China
| | - Hong Bu
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China.,Laboratory of Pathology, West China Hospital of Sichuan University, Chengdu, China
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5
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Ruiz A, Sebagh M, Saffroy R, Allard MA, Bosselut N, Hardoin G, Vasseur J, Hamelin J, Adam R, Morère JF, Lemoine A. Chronological occurrence of PI3KCA mutations in breast cancer liver metastases after repeat partial liver resection. BMC Cancer 2019; 19:169. [PMID: 30795751 PMCID: PMC6387498 DOI: 10.1186/s12885-019-5365-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Accepted: 02/11/2019] [Indexed: 12/31/2022] Open
Abstract
Background Liver metastases of breast cancer are frequent and can recur even after “complete/R0” resection in combination with systemic and hormonal treatments. The aim of this study was to analyze throughout repeat hepatectomies for liver metastases the evolution of PI3KCA gene mutational status. Methods All liver metastases nodules (n = 70) from 19 women who underwent at least 2 liver resections were reexamined. DNA extraction from archived tumoral tissue was performed and the major ‘hot spot’ mutations in the helical and catalytic domains of PI3KCA have been analyzed using Massarray platform (Agena Bioscience) based on allelic discrimination PCR amplification followed by sensitive mass spectrometry detection. Results The two major somatic hot spot PI3KCA mutations were found in 27 (38.6%) nodules corresponding to 8 of the 19 patients (42%). The frequency of women whose breast cancer liver metastases (BCLM) carries PI3KCA mutations increased from the first to the third hepatectomy. Tumors carrying PI3KCA mutations are significantly larger and more frequently observed when resections were R0 compared to patients with no PI3KCA mutation. Conclusion PI3KCA mutations are frequently observed in BCLM and persist along with the recurrence. Their identification in circulating tumor cells should become a useful biomarker in the routine practice of breast cancer management to prevent tumor recurrence and overcome the problems of intra- and inter-tumoral heterogeneity of the current biomarkers,
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Affiliation(s)
- Aldrick Ruiz
- Department of Surgery, University Medical Center Utrecht, Utrecht, The Netherlands.,AP-HP Hôpital Paul Brousse, Centre Hépato-Biliaire, Villejuif, France
| | - Mylène Sebagh
- Department de Pathologie, AP-HP Hôpital Paul Brousse, Villejuif, France.,Inserm UMR-S 1193, Université Paris-Sud, Orsay, France
| | - Raphaël Saffroy
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - Marc-Antoine Allard
- AP-HP Hôpital Paul Brousse, Centre Hépato-Biliaire, Villejuif, France.,Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - Nelly Bosselut
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - Giulia Hardoin
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - Julie Vasseur
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - Jocelyne Hamelin
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France
| | - René Adam
- AP-HP Hôpital Paul Brousse, Centre Hépato-Biliaire, Villejuif, France.,Inserm UMR-S 985, Université Paris-Sud, Orsay, France
| | - Jean-François Morère
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France.,Department. Cancérologie, AP-HP Hôpital Paul Brousse, Villejuif, France
| | - Antoinette Lemoine
- Inserm UMR-S 1193, Université Paris-Sud, Orsay, France. .,AP-HP Hôpital Paul Brousse, Department Oncogénétique, Villejuif, France. .,Departement of Oncogenetics, APHP, GH Paris-Sud, Hôpital Paul Brousse, Inserm UMR-S 1193, Université Paris-Saclay, 14 Avenue Paul Vaillant Couturier, 94800, Villejuif, France.
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6
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Zhu Z, Du S, Yin K, Ai S, Yu M, Liu Y, Shen Y, Liu M, Jiao R, Chen X, Guan W. Knockdown long noncoding RNA nuclear paraspeckle assembly transcript 1 suppresses colorectal cancer through modulating miR-193a-3p/KRAS. Cancer Med 2018; 8:261-275. [PMID: 30575330 PMCID: PMC6346262 DOI: 10.1002/cam4.1798] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 08/24/2018] [Accepted: 09/03/2018] [Indexed: 12/20/2022] Open
Abstract
The nuclear paraspeckle assembly transcript 1 (abbreviated as NEAT1), a nuclear sufficient long noncoding RNA (abbreviated as lncRNA), has aroused a rising concern in recent years. As uncovered by reports, the increase in NEAT1 is related to the deteriorated prognosis of lung cancer, breast cancer, hepatocellular cancer, and colorectal cancer (abbreviated as CRC). Thus far, the mechanism of NEAT1 has not been elucidated by the existing researches. The impact of knockdown of both NEAT1 and its predicted downstream miR‐193a‐3p in CRC cells was examined here to delve into their interactions and mechanisms. Additionally, the target of miR‐193a‐3p, Kirsten rat sarcoma viral oncogene homolog (abbreviated as KRAS), was also predicted by bioinformatics algorithms. Small interfering RNA and antisense oligonucleotides that inhibit NEAT1, as well as overexpression or knockdown of miR‐193a‐3p, were adequately drawn upon to confirm that NEAT1 serves as a miR‐193a‐3p sponge or competing endogenous RNA, to impact miR‐193a‐3p's further functions, including modulating KRAS proteins, both in vitro and in vivo. Generally, lncRNA NEAT1/hsa‐miR‐193a‐3p/KRAS axis was substantiated in CRC cells and could provide novel insight into both diagnostic and therapeutic advancement in CRC.
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Affiliation(s)
- Zhouting Zhu
- Department of General Surgery, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China.,State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Shangce Du
- Department of General Surgery, Drum Tower Clinical Medical College of Nanjing Medical University, Nanjing, China
| | - Kai Yin
- Department of General Surgery, Taixing Hospital Affiliated to Yangzhou University, Taixing, China
| | - Shichao Ai
- Department of General Surgery, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Mengchao Yu
- State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Yanqing Liu
- State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Yan Shen
- Department of General Surgery, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Minghui Liu
- State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Ruihua Jiao
- State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Xi Chen
- State Key Laboratory of Pharmaceutical Biotechnology, NJU Advanced Institute for Life Sciences (NAILS), Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, School of Life Sciences, Nanjing University, Nanjing, China
| | - Wenxian Guan
- Department of General Surgery, Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
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7
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Therapeutic predictors of neoadjuvant endocrine therapy response in estrogen receptor-positive breast cancer with reference to optimal gene expression profiling. Breast Cancer Res Treat 2018; 172:353-362. [PMID: 30151737 DOI: 10.1007/s10549-018-4933-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 08/21/2018] [Indexed: 12/27/2022]
Abstract
PURPOSE Neoadjuvant endocrine therapy (NAET) for estrogen receptor-positive primary breast cancer causes adequate tumor shrinkage, and is expected to be helpful for breast-conserving surgery, but the adaptation criteria, especially in regard to treatment duration, have never been elucidated. Re-visiting past gene expression profiles, we explored the data for specialized pre-therapeutic predictors and validated the results using our in-house clinical cohorts. METHODS We sorted the genes related to a > 30% tumor volume reduction through NAET from a cDNA microarray data-set of GSE20181, then selected the top 40 genes. We validated these gene expression levels using pre-therapeutic biopsy samples obtained from patients treated with long-term NAET (over 4 months; N = 40). A short-term (2-8 weeks; N = 37) NAET cohort was also validated to clarify whether expression of these genes is also related to a rapid response of Ki67 and PEPI score. RESULTS In the long-term group, higher expression of KRAS, CUL2, FAM13A, ADCK2, and LILRA2 was significantly associated with tumor shrinkage, and KRAS, MMS19, and IVD were related to lower PEPI score (≤ 3). Meanwhile in the short-term group, none of these genes except CUL2 showed a direct correlation with Ki67 reduction or PEPI score. This suggested that tumor shrinkage by NAET might be induced by response to the hypoxic environment (CUL2, FAM13A, KRAS) and activation of tumor immune system (LILRA2), without involving inhibition of proliferation. CONCLUSION Expression of specific genes may allow selection of the most responsive patients for maximum tumor shrinkage with NAET.
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8
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Gao S, Cao C, Dai Q, Chen J, Tu J. miR-202 acts as a potential tumor suppressor in breast cancer. Oncol Lett 2018; 16:1155-1162. [PMID: 29963190 DOI: 10.3892/ol.2018.8726] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 04/26/2018] [Indexed: 12/17/2022] Open
Abstract
Breast cancer affects ~10% of women worldwide and is responsible for ~12% of all cancer-associated mortalities. Breast cancer is more prone to metastasis compared with other types of cancer. Up to 5% of patients with breast cancer present with incurable metastasis and an additional 10-15% of patients develop metastases within 3 years of their initial diagnosis. MicroRNAs (miRNAs) are short RNAs, 21-25 nucleotides in length, that have been shown to significantly affect gene expression. In total >2,000 miRNAs have been identified and specific miRNAs have been revealed to be associated with cancer. In the present study, we observed that the majority of breast cancer specimens collected expressed low levels of miR-202 compared with adjacent tissues and normal cell lines. Mechanistic investigations identified KRAS as a potential target gene of miR-202 and it was demonstrated that miR-202 exerted its tumor-suppressive effects by regulating the expression of KRAS in breast cancer cells. Functional assays revealed that miR-202 significantly reduced cell proliferation, migration and invasion in vitro. In summary, these results indicate the function of miR-202 in breast cancer progression and suggest that its use within breast cancer therapy is promising.
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Affiliation(s)
- Shanshan Gao
- Department of Laboratory Medicine, Clinical Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China.,Central Laboratory, Longyan First Hospital Affiliated to Fujian Medical University, Longyan, Fujian 364000, P.R. China
| | - Chunfang Cao
- Central Laboratory, Longyan First Hospital Affiliated to Fujian Medical University, Longyan, Fujian 364000, P.R. China
| | - Qingfu Dai
- Central Laboratory, Longyan First Hospital Affiliated to Fujian Medical University, Longyan, Fujian 364000, P.R. China
| | - Jian Chen
- Central Laboratory, Longyan First Hospital Affiliated to Fujian Medical University, Longyan, Fujian 364000, P.R. China
| | - Jiancheng Tu
- Department of Laboratory Medicine, Clinical Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
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9
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Abstract
Abnormally activated RAS proteins are the main oncogenic driver that governs the functioning of major signaling pathways involved in the initiation and development of human malignancies. Mutations in RAS genes and or its regulators, most frequent in human cancers, are the main force for incessant RAS activation and associated pathological conditions including cancer. In general, RAS is the main upstream regulator of the highly conserved signaling mechanisms associated with a plethora of important cellular activities vital for normal homeostasis. Mutated or the oncogenic RAS aberrantly activates a web of interconnected signaling pathways including RAF-MEK (mitogen-activated protein kinase kinase)-ERK (extracellular signal-regulated kinase), phosphoinositide-3 kinase (PI3K)/AKT (protein kinase B), protein kinase C (PKC) and ral guanine nucleotide dissociation stimulator (RALGDS), etc., leading to uncontrolled transcriptional expression and reprogramming in the functioning of a range of nuclear and cytosolic effectors critically associated with the hallmarks of carcinogenesis. This review highlights the recent literature on how oncogenic RAS negatively use its signaling web in deregulating the expression and functioning of various effector molecules in the pathogenesis of human malignancies.
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10
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Pezo RC, Chen TW, Berman HK, Mulligan AM, Razak AA, Siu LL, Cescon DW, Amir E, Elser C, Warr DG, Sridhar SS, Yu C, Wang L, Stockley TL, Kamel-Reid S, Bedard PL. Impact of multi-gene mutational profiling on clinical trial outcomes in metastatic breast cancer. Breast Cancer Res Treat 2017; 168:159-168. [PMID: 29177603 PMCID: PMC5847065 DOI: 10.1007/s10549-017-4580-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Accepted: 11/14/2017] [Indexed: 11/24/2022]
Abstract
Purpose Next-generation sequencing (NGS) has identified recurrent genomic alterations in metastatic breast cancer (MBC); however, the clinical utility of incorporating routine sequencing to guide treatment decisions in this setting is unclear. We examine the frequency of genomic alterations in MBC patients from academic and community hospitals and correlate with clinical outcomes. Methods MBC patients with good performance status were prospectively recruited at the Princess Margaret Cancer Centre (PM) in Canada. Molecular profiling on DNA extracted from FFPE archival tissues was performed on the Sequenom MassArray platform or the TruSeq Amplicon Cancer Panel (TSACP) on the MiSeq platform. Clinical trial outcomes by RECIST 1.1 and time on treatment were reviewed retrospectively. Results From January 2012 to November 2015, 483 MBC patients were enrolled and 440 were genotyped. At least one somatic mutation was identified in 46% of patients, most commonly in PIK3CA (28%) or TP53 (13%). Of 203 patients with ≥ 1 mutation(s), 15% were treated on genotype-matched and 9% on non-matched trials. There was no significant difference for median time on treatment for patients treated on matched vs. non-matched therapies (3.6 vs. 3.8 months; p = 0.89). Conclusions This study provides real-world outcomes on hotspot genotyping and small targeted panel sequencing of MBC patients from academic and community settings. Few patients were matched to clinical trials with targeted therapies. More comprehensive profiling and improved access to clinical trials may increase therapeutic options for patients with actionable mutations. Further studies are needed to evaluate if this approach leads to improved clinical outcomes. Electronic supplementary material The online version of this article (10.1007/s10549-017-4580-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Rossanna C Pezo
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Division of Medical Oncology and Hematology, Sunnybrook Odette Cancer Centre, Toronto, Canada
| | - Tom W Chen
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Hal K Berman
- Laboratory Medicine Program, University Health Network, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Anna M Mulligan
- Laboratory Medicine Program, University Health Network, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Albiruni A Razak
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Lillian L Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Cancer Genomics Program, Princess Margaret Cancer Centre, Toronto, Canada
| | - David W Cescon
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Eitan Amir
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Christine Elser
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - David G Warr
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Srikala S Sridhar
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
| | - Celeste Yu
- Cancer Genomics Program, Princess Margaret Cancer Centre, Toronto, Canada
| | - Lisa Wang
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Tracy L Stockley
- Laboratory Medicine Program, University Health Network, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada.,Cancer Genomics Program, Princess Margaret Cancer Centre, Toronto, Canada
| | - Suzanne Kamel-Reid
- Laboratory Medicine Program, University Health Network, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada.,Cancer Genomics Program, Princess Margaret Cancer Centre, Toronto, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Philippe L Bedard
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, 7-723 700 University Avenue, Toronto, Canada. .,Department of Medicine, University of Toronto, Toronto, Canada. .,Cancer Genomics Program, Princess Margaret Cancer Centre, Toronto, Canada.
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Luo J, Pi G, Xiao H, Ye Y, Li Q, Zhao L, Huang H, Luo H, Zhang Q, Wang D, Wang G. Torin2 enhances the radiosensitivity of MCF‑7 breast cancer cells by downregulating the mTOR signaling pathway and ATM phosphorylation. Mol Med Rep 2017; 17:366-373. [PMID: 29115478 DOI: 10.3892/mmr.2017.7848] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 08/23/2017] [Indexed: 11/06/2022] Open
Abstract
Radiotherapy has an important role in the comprehensive treatment of breast cancer. However, the clinical outcome of adjuvant radiotherapy may be limited due to intrinsic radioresistance, it is necessary to explore efficient radiosensitization methods that improve the clinical outcome of patients undergoing radiotherapy. The present study aimed to investigate whether the novel mechanistic target of rapamycin (mTOR) inhibitor Torin2 enhances the radiosensitivity of MCF‑7 breast cancer cells. A Cell Counting Kit‑8 (CCK‑8) assay was performed to measure the effect of Torin2 on cell proliferation, while clonogenic assays were employed to determine the effect of Torin2 in combination with radiation on the proliferation of MCF‑7 cells. The effect of Torin2 and/or radiation on the cell cycle was analyzed using flow cytometry. Furthermore, the protein expression of components of the phosphatidylinositol 3‑kinase/Akt/mTOR pathway, and the expression of proteins involved in DNA damage repair, was measured by western blot analysis. The results demonstrated that Torin2 exhibited a higher potency in MCF‑7 cells, while MDA‑MB‑231 cells were less sensitive to Torin2. Compared with irradiation alone, pretreatment with 20 nM Torin2 followed by irradiation resulted in an increased level of γ‑H2A histone family member X. Radiation induced the activation of the Akt/mTOR signaling pathway and upregulated the expression of phosphorylated (p)‑Akt473 and p‑eukaryotic translation initiation factor 4E binding protein 1 (4EBP1)37/46. Notably, pretreatment with Torin2 attenuated the radiation‑induced activation of the Akt/mTOR signaling pathway. In addition, Torin2 partially blocked the repair of double‑strand breaks induced by radiation by reducing the activation of ataxia telangiectasia‑mutated, and sensitized MCF‑7 cells to radiation. In conclusion, administration of Torin2 prior to irradiation enhanced the radiotherapeutic effect on breast cancer cells in vitro, and these results may provide a foundation for the rational use of combined therapy with irradiation and Torin2 for breast cancer in clinical practice.
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Affiliation(s)
- Jia Luo
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Guocheng Pi
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - He Xiao
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Yunfei Ye
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Qing Li
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Lianhua Zhao
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Huan Huang
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Hong Luo
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Qin Zhang
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Dong Wang
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Ge Wang
- Cancer Center of Daping Hospital and The Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
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