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Demircioğlu ZG, Demircioğlu MK, Tanık CT, Yetkin SG. Factors Affecting Non-sentinel Lymph Node Metastasis in Early-Stage Breast Cancer. Cureus 2024; 16:e74199. [PMID: 39712801 PMCID: PMC11663538 DOI: 10.7759/cureus.74199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2024] [Indexed: 12/24/2024] Open
Abstract
Objective Breast cancer most commonly metastasizes to axillary lymph nodes via lymphatic drainage. Today, axillary lymph node surgery is at least as important as primary breast surgery. In today's breast surgery, supported by chemotherapy and radiotherapy, current approaches are taken to avoid axillary dissection in appropriate patient groups. In our study, we aimed to evaluate and predict the factors affecting non-sentinel lymph node metastasis in patients with early-stage clinically node-negative breast cancer. Materials and methods Data of 65 female patients were analysed retrospectively. Patient's age, preoperative haemoglobin values, tumour localisation, tumour diameter, number of sentinel lymph nodes sent for frozen examination, and tumour pathological features were investigated in terms of the number of non-sentinel lymph nodes and metastatic lymph nodes removed by axillary dissection, and whether it affects non-sentinel lymph node metastasis was investigated by statistical analysis. Results In the axillary dissection of patients with positive sentinel lymph node metastasis, the number of metastatic non-sentinel lymph nodes was statistically significantly higher in Cerb-B2-positive patients than in Cerb-B2-negative patients (p=0.046). As the stage progressed, the number of metastatic non-sentinel lymph nodes increased as expected (p<0.001). Conclusion In the current axillary surgery, it is a new approach to avoid axillary dissection in appropriate patient groups even if the sentinel lymph node is positive. When planning the surgical treatment of these patients, it should be considered preoperatively that Cerb-B2-positive patients are more prone to axillary non-sentinel lymph node metastasis.
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Affiliation(s)
| | | | - Canan T Tanık
- Pathology, Sisli Hamidiye Etfal Training and Research Hospital, Istanbul, TUR
| | - Sitki Gurkan Yetkin
- General Surgery, Sisli Hamidiye Etfal Training and Research Hospital, Istanbul, TUR
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Gohari N, Abbasi E, Akrami H. Comprehensive analysis of the prognostic value of glutathione S-transferases Mu family members in breast cancer. Cell Biol Int 2024; 48:1313-1325. [PMID: 38922769 DOI: 10.1002/cbin.12195] [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: 03/25/2023] [Revised: 01/23/2024] [Accepted: 05/29/2024] [Indexed: 06/28/2024]
Abstract
Breast cancer (BC) remains a significant public health concern globally, with a high number of reported cases and a substantial number of deaths every year. Accumulating reactive oxygen species (ROS) and oxidative stress are related to BC and the Glutathione S-transferases Mu (GSTM) family is one of the most important enzymatic detoxifiers associated with many cancers. In this study, UALCAN, Kaplan-Meier plotter, bc-GenExMiner, cBioPortal, STRING, Enrichr, and TIMER databases were employed to carry out a comprehensive bioinformatic analysis and provide new insight into the prognostic value of GSTMs in BC. GSTM2-5 genes in mRNA and protein levels were found to be expressed at lower levels in breast tumors compared to normal tissues, and reduction in mRNA levels is linked to shorter overall survival (OS) and relapse-free survival (RFS). The lower mRNA levels of GSTMs were strongly associated with the worse Scarff-Bloom-Richardson (SBR) grades (p < 0.0001). The mRNA levels of all five GSTMs were substantially higher in estrogen receptor (ER)-positive and progesterone receptor (PR)-positive compared to ER-negative and PR-negative BC patients. As well, when nodal status was compared, GSTM1, GSTM3, and GSTM5 were significantly higher in nodal-positive BC patients (p < .01). Furthermore, GSTM4 had the most gene alteration (4%) among other family members, and GSTM5 showed the strongest correlation with CD4+ T cells (Cor= .234, p = 2.22e-13). In conclusion, our results suggest that GSTM family members may be helpful as biomarkers for prognosis and as therapeutic targets in BC.
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Affiliation(s)
- Nazanin Gohari
- Department of Biology, College of Sciences, Shiraz University, Shiraz, Iran
| | - Elham Abbasi
- Cellular, Molecular and Genetics Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hassan Akrami
- Associate Professor in Gastroenterohepatology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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3
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Zhang X, Kong H, Liu X, Li Q, Fang X, Wang J, Qin Z, Hu N, Tian J, Cui H, Zhang L. Nomograms for predicting recurrence of HER2-positive breast cancer with different HR status based on ultrasound and clinicopathological characteristics. Cancer Med 2024; 13:e70146. [PMID: 39248049 PMCID: PMC11381954 DOI: 10.1002/cam4.70146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
PURPOSE This study aimed to identify ultrasound and clinicopathological characteristics related to recurrence in HER2-positive (HER2+) breast cancer, and to develop nomograms for predicting recurrence. METHODS In this dual-center study, we retrospectively enrolled 570 patients with HER2+ breast cancer. The ultrasound and clinicopathological characteristics of hormone receptor (HR)-/HER2+ patients and HR+/HER2+ patients were analyzed separately according to HR status. Eighty percent of the original samples from HR-/HER2+ and HR+/HER2+ patients were extracted by bootstrap sampling as the training cohorts, while the remaining 20% were used as the external validation cohorts. Informative characteristics were screened through univariate and multivariable Cox regression in the training cohorts and used to develop nomograms for predicting recurrence. The predictive accuracy was calculated using Harrell's C-index and calibration curves. RESULTS Three informative characteristics (axillary nodal status, calcification, and Adler degree) were identified in HR-/HER2+ patients, and another three (histological grade, axillary nodal status, and echogenic halo) in HR+/HER2+ patients. Based on these, two separate nomograms were constructed to assess recurrence risk. In the training cohorts, the C-index was 0.740 (95% CI: 0.667-0.811) for HR-/HER2+ nomogram, and 0.749 (95% CI: 0.679-0.820) for HR+/HER2+ nomogram. In the validation cohorts, the C-index was 0.708 (95% CI: 0.540-0.877) for HR-/HER2+ group, and 0.705 (95% CI: 0.557-0.853) for HR+/HER2+ group. The calibration curves also indicated the excellent accuracy of the nomograms. CONCLUSIONS Ultrasound performance of HER2+ breast cancers with different HR status was significantly different. Nomograms integrating ultrasound and clinicopathological characteristics exhibited favorable performance and have the potential to serve as a reliable method for predicting recurrence in heterogeneous breast cancer.
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Affiliation(s)
- Xudong Zhang
- Department of Abdominal Ultrasoundthe First Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Hanqing Kong
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Xiaoxue Liu
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Qingxiang Li
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Xinran Fang
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Junjia Wang
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Zihao Qin
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Nana Hu
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
| | - Jiawei Tian
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation)HarbinHeilongjiangChina
| | - Hao Cui
- Department of Ultrasound Medicinethe Second Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation)HarbinHeilongjiangChina
| | - Lei Zhang
- Department of Abdominal Ultrasoundthe First Affiliated Hospital of Harbin Medical UniversityHarbinHeilongjiangChina
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation)HarbinHeilongjiangChina
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Wang G, Wu Y, Su Y, Qu N, Chen B, Zhou D, Yuan L, Yin M, Liu M, Zhou W. TCF12-regulated GRB7 facilitates the HER2+ breast cancer progression by activating Notch1 signaling pathway. J Transl Med 2024; 22:745. [PMID: 39113057 PMCID: PMC11304905 DOI: 10.1186/s12967-024-05536-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 07/24/2024] [Indexed: 08/11/2024] Open
Abstract
BACKGROUND Human epidermal growth factor receptor 2-positive (HER2+) breast cancer (BC), which accounts for approximately one-fifth of all BCs, are highly invasive with a high rate of recurrence and a poor prognosis. Several studies have shown that growth factor receptor-bound protein 7 (GRB7) might be a potential therapeutic target for tumor diagnosis and prognosis. Nevertheless, the role of GRB7 in HER2+ BC and its underlying mechanisms have not been fully elucidated. The aim of this study was to investigate the biological function and regulatory mechanism of GRB7 in HER2+ BC. METHODS Bioinformatics analysis was performed using the TCGA, GEO and CancerSEA databases to evaluate the clinical significance of GRB7. RT quantitative PCR, western blot and immunofluorescence were conducted to assess the expression of GRB7 in BC cell lines and tissues. MTT, EdU, colony formation, wound healing, transwell, and xenograft assays were adopted to explore the biological function of GRB7 in HER2+ BC. RNA sequencing was performed to analyze the signaling pathways associated with GRB7 in SK-BR-3 cells after the cells were transfected with GRB7 siRNA. Chromatin immunoprecipitation analysis (ChIP) and luciferase reporter assay were employed to elucidate the potential molecular regulatory mechanisms of GRB7 in HER2+ BC. RESULTS GRB7 was markedly upregulated and associated with poor prognosis in BC, especially in HER2+ BC. Overexpression of GRB7 increased the proliferation, migration, invasion, and colony formation of HER2+ BC cells, while depletion of GRB7 had the opposite effects in HER2+ BC cells and inhibited xenograft growth. ChIP-PCR and luciferase reporter assay revealed that TCF12 directly bound to the promoter of the GRB7 gene to promote its transcription. GRB7 facilitated HER2+ BC epithelial-mesenchymal transition (EMT) progression by interacting with Notch1 to activate Wnt/β-catenin pathways and other signaling (i.e., AKT, ERK). Moreover, forced GRB7 overexpression activated Wnt/β-catenin to promote EMT progression, and partially rescued the inhibition of HER2+ BC proliferation, migration and invasion induced by TCF12 silencing. CONCLUSIONS Our work elucidates the oncogenic role of GRB7 in HER2+ BC, which could serve as a prognostic indicator and promising therapeutic target.
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Affiliation(s)
- Gang Wang
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Yuanli Wu
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Yue Su
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Na Qu
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Bo Chen
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Duanfang Zhou
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Lie Yuan
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Manjialan Yin
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Mingpu Liu
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China
| | - Weiying Zhou
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China.
- Chongqing Key Laboratory of Drug Metabolism, Chongqing Medical University, Chongqing, 400016, China.
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing Medical University, Chongqing, 400016, China.
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5
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Morshed AKMH, Al Azad S, Mia MAR, Uddin MF, Ema TI, Yeasin RB, Srishti SA, Sarker P, Aurthi RY, Jamil F, Samia NSN, Biswas P, Sharmeen IA, Ahmed R, Siddiquy M, Nurunnahar. Oncoinformatic screening of the gene clusters involved in the HER2-positive breast cancer formation along with the in silico pharmacodynamic profiling of selective long-chain omega-3 fatty acids as the metastatic antagonists. Mol Divers 2023; 27:2651-2672. [PMID: 36445532 DOI: 10.1007/s11030-022-10573-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 11/17/2022] [Indexed: 12/03/2022]
Abstract
The HER2-positive patients occupy ~ 30% of the total breast cancer patients globally where no prevalent drugs are available to mitigate the frequent metastasis clinically except lapatinib and neratinib. This scarcity reinforced researchers' quest for new medications where natural substances are significantly considered. Valuing the aforementioned issues, this research aimed to study the ERBB2-mediated string networks that work behind the HER2-positive breast cancer formation regarding co-expression, gene regulation, GAMA-receptor-signaling pathway, cellular polarization, and signal inhibition. Following the overexpression, promotor methylation, and survivability profiles of ERBB2, the super docking position of HER2 was identified using the quantum tunneling algorithm. Supramolecular docking was conducted to study the target specificity of EPA and DHA fatty acids followed by a comprehensive molecular dynamic simulation (100 ns) to reveal the RMSD, RMSF, Rg, SASA, H-bonds, and MM/GBSA values. Finally, potential drug targets for EPA and DHA in breast cancer were constructed to determine the drug-protein interactions (DPI) at metabolic stages. Considering the values resulting from the combinational models of the oncoinformatic, pharmacodynamic, and metabolic parameters, long-chain omega-3 fatty acids like EPA and DHA can be considered as potential-targeted therapeutics for HER2-positive breast cancer treatment.
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Affiliation(s)
- A K M Helal Morshed
- Pathology and Pathophysiology Major, Academy of Medical Science, Zhengzhou University, Zhengzhou, 450001, Henan Province, People's Republic of China
| | - Salauddin Al Azad
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, 214122, Jiangsu Province, People's Republic of China.
| | - Md Abdur Rashid Mia
- Department of Pharmaceutical Technology, Faculty of Pharmacy, International Islamic University Malaysia, 25200, Pahang, Kuantan, Malaysia
| | - Mohammad Fahim Uddin
- College of Material Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018, Zhejiang, People's Republic of China
| | - Tanzila Ismail Ema
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | - Rukaiya Binte Yeasin
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
| | | | - Pallab Sarker
- Department of Medicine, Sher-E-Bangla Medical College Hospital, South Alekanda, Barisal, 8200, Bangladesh
| | - Rubaita Younus Aurthi
- Department of Chemical Engineering, Bangladesh University of Engineering and Technology, Palashi, Dhaka, 1205, Bangladesh
| | - Farhan Jamil
- Department of Pharmacy, University of Asia Pacific, Farmgate, Dhaka, 1205, Bangladesh
| | | | - Partha Biswas
- Laboratory of Pharmaceutical Biotechnology and Bioinformatics, Department of Genetic Engineering and Biotechnology, Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | - Iffat Ara Sharmeen
- School of Data Sciences, Department of Mathematics & Natural Sciences, BRAC University, 66 Mohakhali, Dhaka, 1212, Bangladesh
| | - Rasel Ahmed
- School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, TS1 3BX, Tees Valley, UK
| | - Mahbuba Siddiquy
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, Jiangsu Province, People's Republic of China
| | - Nurunnahar
- Department of Mathematics, Mawlana Bhashani Science and Technology University, Santosh, Tangail, 1902, Bangladesh
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Factors Influencing Lymph Node Positivity in HER2/neu+ Breast Cancer Patients. Curr Oncol 2023; 30:2825-2833. [PMID: 36975428 PMCID: PMC10047436 DOI: 10.3390/curroncol30030215] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 02/14/2023] [Accepted: 02/24/2023] [Indexed: 03/02/2023] Open
Abstract
Axillary lymph node metastases are a key prognostic factor in breast cancer treatment. Our aim was to evaluate how tumor size, tumor location, and imaging results correlate to axillary lymph node diseases for patients with stage I-III HER2/neu+ breast cancer. This is a single-institution retrospective chart review of female breast cancer patients diagnosed with primary invasive Her2/neu+ breast cancer who were treated with upfront surgical resection from 2000–2021. Of 75 cases, 44/75 (58.7%) had nodal metastasis, and there was a significant association of larger tumor size to nodal metastases (p ≤ 0.001). Patients with negative nodes had a smaller mean tumor size (n = 30; 15.10 mm) than patients with positive nodes (n = 45; 23.9 mm) (p = 0.002). Preoperative imaging detected suspicious nodes in 36 patients, and ultrasound detected the most positive nodes (14/18; p = 0.027). Our data confirms that tumor size at diagnosis is correlated with a higher likelihood of axillary involvement in patients with Her2/neu+ breast cancer; notably, a large proportion of Her2/neu+ breast cancers have metastatic involvement of axillary lymph nodes even with small primary lesions.
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Guo ZW, Liu Q, Yang X, Cai GX, Han BW, Huang LM, Li CX, Liang ZK, Zhai XM, Lin L, Li K, Zhang M, Liu TC, Pan RL, Wu YS, Yang XX. Noninvasive prediction of axillary lymph node status in breast cancer using promoter profiling of circulating cell-free DNA. J Transl Med 2022; 20:557. [PMID: 36463222 PMCID: PMC9719247 DOI: 10.1186/s12967-022-03724-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/24/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Lymph node metastasis (LNM) is one of the most important factors affecting the prognosis of breast cancer. The accurate evaluation of lymph node status is useful to predict the outcomes of patients and guide the choice of cancer treatment. However, there is still lack of a low-cost non-invasive method to assess the status of axillary lymph node (ALN). Gene expression signature has been used to assess lymph node metastasis status of breast cancer. In addition, nucleosome footprint of cell-free DNA (cfDNA) carries gene expression information of its original tissues, so it may be used to evaluate the axillary lymph node status in breast cancer. METHODS In this study, we found that the cfDNA nucleosome footprints between the ALN-positive patients and ALN-negative patients showed different patterns by implementing whole-genome sequencing (WGS) to detect 15 ALN-positive and 15 ALN-negative patients. In order to further evaluate its potential for assessing ALN status, we developed a classifier with multiple machine learning models by using 330 WGS data of cfDNA from 162 ALN-positive and 168 ALN-negative samples to distinguish these two types of patients. RESULTS We found that the promoter profiling between the ALN-positive patients and ALN-negative patients showed distinct patterns. In addition, we observed 1071 genes with differential promoter coverage and their functions were closely related to tumorigenesis. We found that the predictive classifier based on promoter profiling with a support vector machine model, named PPCNM, produced the largest area under the curve of 0.897 (95% confidence interval 0.86-0.93). CONCLUSIONS These results indicate that promoter profiling can be used to distinguish ALN-positive patients from ALN-negative patients, which may be helpful to guide the choice of cancer treatment.
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Affiliation(s)
- Zhi-Wei Guo
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China ,grid.413432.30000 0004 1798 5993Guangzhou First People’s Hospital, The Second Affiliated Hospital of South China University of Technology, Guangzhou, 510180 People’s Republic of China
| | - Qing Liu
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China
| | - Xu Yang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Geng-Xi Cai
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China ,grid.12981.330000 0001 2360 039XSun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120 China
| | - Bo-Wei Han
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Li-Min Huang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Chun-Xi Li
- grid.284723.80000 0000 8877 7471Department of Respiratory and Critical Care Medicine, Chronic Airways Diseases Laboratory, Nanfang Hospital, Southern Medical University, Guangzhou, 510515 China
| | - Zhi-Kun Liang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Xiang-Ming Zhai
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Li Lin
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Kun Li
- Guangzhou XGene Co., Ltd. High-Tech Development Zone, Guangzhou, 510665 People’s Republic of China
| | - Min Zhang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Tian-Cai Liu
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Rui-lin Pan
- grid.452881.20000 0004 0604 5998Department of Breast Surgery, The First People’s Hospital of Foshan, 81 N. North Lingnan Avenue, Foshan, China
| | - Ying-Song Wu
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
| | - Xue-Xi Yang
- grid.284723.80000 0000 8877 7471Key Laboratory of Antibody Engineering of Guangdong Higher Education Institutes, School of Laboratory Medicine and Biotechnology, Southern Medical University, 1838 N. Guangzhou Ave, Guangzhou, 510515 China
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8
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Meharry S, Borotkanics R, Ramsaroop R, Merien F. Risk factors at five-year survival in grade 3 breast cancer: a retrospective observational study of the New Zealand population. BMC Public Health 2021; 21:2020. [PMID: 34742271 PMCID: PMC8571889 DOI: 10.1186/s12889-021-12122-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/28/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Breast cancer is the most common cancer in New Zealand, with approximately 3000 new registrations annually, affecting one in nine women and resulting in more than 600 deaths. This study analyzed data of patients with selected prognostic factors of Nottingham grade 3 tumors over a specified five-year period. The study aimed to identify factors that result in differential survival in the female, New Zealand population. METHOD This is an observational, retrospective cohort study of prospectively collected data from New Zealand Breast Cancer Register. The selected period of 1st January 2011 to 31st, December 2015 allowed a consistent overlap for a national five-year data of grade 3 breast cancer in New Zealand. Mortality was carried out using univariate Fine-Gray competing risk statistical models. RESULTS This study showed that women in the older age group (> 70 years) had higher five-year mortality risk (HR: 1.7, 95% CI: 0.9-3.0, p = 0.053). Hormonal receptor analysis showed that ER positive, PR negative, and ER negative, PR negative subjects were at increased risk (HR = 3.5, 95% CI 2.3-5.4, p < 0.001) and (HR = 2.6, 95% CI, 1.8-3.9, p < 0.001) respectively. Molecular subtypes Triple Negative Breast Cancer and Luminal B subjects were at increased risk (HR = 3.0, 95% CI, 1.8-4.7, p < 0.001 and (HR = 3.3, 95% CI, 1.7-6.3, p < 0.001) respectively. HER2 enriched subjects were at a higher, but not significant, risk of five-year mortality compared to luminal A (HR = 1.6, 95% CI, 0.8-3.0, p = 0.10). NZ Europeans were at increased risk (HR = 1.7, 95% CI, 0.8-3.2, p = 0.11), with the highest Cumulative Incidence Function CIF, the largest proportion of HER2 enriched and TNBC across ethnicities.; however, Pacific Islanders experienced the highest HER2 CIF. CONCLUSION The survival rates for grade 3 breast cancer vary across the selected prognostic factors and ethnicity. The results of this study make an initial contribution to the understanding of grade 3 breast cancer in the New Zealand population.
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Affiliation(s)
- Sharita Meharry
- School of Sciences, Faculty of Health and Environmental Sciences, Auckland University of Technology, Private Bag 92006, Auckland, 1142, New Zealand.
| | - Robert Borotkanics
- Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, NZ, New Zealand
| | - Reena Ramsaroop
- North Shore Hospital, Waitemata District Health Board, Surgical Pathology Unit, Auckland, NZ, New Zealand
| | - Fabrice Merien
- School of Sciences, Faculty of Health and Environmental Sciences, Auckland University of Technology, Private Bag 92006, Auckland, 1142, New Zealand
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Oleanolic Acid's Semisynthetic Derivatives HIMOXOL and Br-HIMOLID Show Proautophagic Potential and Inhibit Migration of HER2-Positive Breast Cancer Cells In Vitro. Int J Mol Sci 2021; 22:ijms222011273. [PMID: 34681931 PMCID: PMC8538366 DOI: 10.3390/ijms222011273] [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: 09/17/2021] [Revised: 10/12/2021] [Accepted: 10/15/2021] [Indexed: 01/23/2023] Open
Abstract
Approximately 20–30% of the diagnosed breast cancers overexpress the human epidermal growth factor receptor 2 (HER2). This type of cancer is associated with a more aggressive phenotype; thus, there is a need for the discovery of new compounds that would improve the survival in HER2-positive breast cancer patients. It seems that one of the most promising therapeutic cancer strategies could be based on the biological activity of pentacyclic triterpenes’ derivatives and the best-known representative of this group, oleanolic acid (OA). The biological activity of oleanolic acid and its two semisynthetic derivatives, methyl 3-hydroxyimino-11-oxoolean-12-en-28-oate (HIMOXOL) and 12α-bromo-3-hydroxyimonoolean-28→13-olide (Br-HIMOLID), was assessed in SK-BR-3 breast cancer cells (HER2-positive). Viability tests, cell cycle assessment, evaluation of apoptosis, autophagy, and adhesion/migration processes were performed using MTT, clonogenic, cytofluorometry, Western blot, and qPCR. Both derivatives revealed higher cytotoxicity in studied breast cancer cells than the maternal compound, OA. They also decreased cell viability, induced autophagy, and (when applied in sub-cytotoxic concentrations) decreased the migration of SK-BR-3 cells.This study is the first to report the cytostatic, proautophagic (mTOR/LC3/SQSTM/BECN1 pathway), and anti-migratory (integrin β1/FAK/paxillin pathway) activities of HIMOXOL and Br-HIMOLID in HER2-positive breast cancer cells.
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Prognostic value of extranodal extension in axillary lymph node-positive breast cancer. Sci Rep 2021; 11:9534. [PMID: 33953240 PMCID: PMC8099896 DOI: 10.1038/s41598-021-88716-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 04/13/2021] [Indexed: 12/05/2022] Open
Abstract
Several studies have demonstrated that extranodal extension (ENE) is associated with prognosis in breast cancer. Whether this association should be described in pathological reports warrants further investigation. In this research, we evaluated the predictive value of ENE in axillary lymph nodes (ALNs) in invasive breast cancer and explored the feasibility of employing ENE to predict clinicopathological features, nodal burden, disease recurrence-free survival (DRFS) and overall survival (OS) in clinical practice. In addition, the cutoff values of perpendicular diameter ENE (PD-ENE) and circumferential diameter ENE (CD-ENE) of ENE were investigated. A total of 402 cases of primary invasive breast cancer were extracted from Fudan University Shanghai Cancer Center; these patients underwent axillary lymph node dissection (ALND) between 2010 and 2015. ENE in the ALN was defined as the tumor cells breaking through the lymph node capsule into peripheral adipose tissue and causing connective tissue reactions. Relationships between ENE and clinicopathological features, nodal burden, disease recurrence-free survival (DRFS) and overall survival (OS) were analyzed. PD-ENE was defined by measuring from the point where tumor tissue broke the node capsule to the highest point of the tumor cells in the perinodal adipose tissue.K The average PD-ENE was 1.8 mm; therefore, we divided ENE-positive patients into two groups: PD-ENE no greater than 2 mm and PD-ENE greater than 2 mm. CD-ENE was defined as measuring along the nodal capsule as the distance between peripheral edges of the ENE area. According to the average circumferential diameter (CD-ENE), we classified ENE-positive patients into two groups: CD-ENE no greater than 3 mm and CD-ENE greater than 3 mm. Correlations between ENE cutoffs and prognosis were analyzed. In this cohort of patients, 158 (39.3%) cases were positive for ENE in ALN.98 (24.4%) cases had PD-ENE no larger than 2 mm, and 60 (14.9%) cases had PD-ENE larger than 2 mm. Also, 112 (27.9%) cases had CD-ENE no larger than 3 mm, and 46 (11.4%) cases had CD-ENE larger than 3 mm. Statistical analysis indicated that histological grade, N stage, and HER2 overexpression subtype were associated with ENE. The presence of ENE had significant statistical correlations with nodal burden, including N stage, median metastatic tumor diameter and peri-lymph node vascular invasion (p < 0.001, p < 0.001, p = 0.001, respectively). Cox regression analysis demonstrated that patients with ENE exhibited significantly reduced DRFS in both univariable analysis (HR 2.126, 95% CI 1.453–3.112, p < 0.001) and multivariable analysis (HR 1.745, 95% CI 1.152–2.642, p = 0.009) compared with patients without ENE. For overall survival (OS), patients with ENE were associated with OS in univariable analysis (HR 2.505, 95% CI 1.337–4.693, p = 0.004) but not in multivariable analysis (HR 1.639, 95% CI 0.824–3.260, p = 0.159). Kaplan–Meier curves and log-rank test showed that patients with ENE in ALN had lower DRFS and OS (for DRFS: p < 0.0001; and for OS: p = 0.002, respectively). However, neither the PD-ENE group (divided by 2 mm) nor the CD-ENE group (divided by 3 mm) exhibited significant differences regarding nodal burden and prognosis. Our study indicated that ENE in the ALN was a predictor of prognosis in breast cancer. ENE was an independent prognostic factor for DRFS and was associated with OS. ENE in the ALN was associated with a higher nodal burden. The size of ENE, which was classified by a 3-mm (CD-ENE) or 2-mm (PD-ENE) cutoff value, had no significant prognostic value in this study. Based on our findings, the presence of ENE should be included in routine pathological reports of breast cancers. However, the cutoff values of ENE warrant further investigation.
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Wu B, Wang Z, Lin N, Yan X, Lv Z, Ying Z, Ye Z. A panel of eight mRNA signatures improves prognosis prediction of osteosarcoma patients. Medicine (Baltimore) 2021; 100:e24118. [PMID: 33832059 PMCID: PMC8036027 DOI: 10.1097/md.0000000000024118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Accepted: 12/09/2020] [Indexed: 01/05/2023] Open
Abstract
Genetic alterations are vital to the progression of osteosarcoma carcinoma. The present study investigated a panel of gene signatures that could evaluate prognosis in osteosarcoma based on data from the Therapeutically Applicable Research To Generate Effective Treatments initiative. Osteosarcoma messenger RNA (mRNA) profiles and clinical data were downloaded from the therapeutically applicable research to generate effective treatments database. Patients with osteosarcoma were divided into two groups based on findings at diagnosis: with and without metastasis. Differentially expressed mRNAs were compared and analyzed between groups. Univariate and multivariate Cox regression analyses identified a set of eight mRNAs with the ability to classify patients into high-risk and low-risk groups with significantly different overall survival times. Further analysis indicated that the eight-mRNA signature was an independent prognostic factor after adjusting for other clinical factors. Receiver operating characteristic curve analysis demonstrated a good performance of the eight-mRNA signature. Further, the biological processes and signaling pathways of the eight-mRNA signature were reviewed using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes resources. Finally, the results of the TCGA analysis were verified by other cohorts from Gene Expression Omnibus database. The identification of an eight-mRNA signature not only provides a prognostic biomarker of osteosarcoma but also offers the potential of novel therapeutic targets for its treatment.
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Affiliation(s)
- Bo Wu
- Department of Orthopaedics, YongKangShi Hospital of Traditional Chinese Medicine, Yongkang
- Department of Orthopaedics, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Zhan Wang
- Department of Orthopaedics, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Nong Lin
- Department of Orthopaedics, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Xiaobo Yan
- Department of Orthopaedics, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, P.R. China
| | - Zhangchun Lv
- Department of Orthopaedics, YongKangShi Hospital of Traditional Chinese Medicine, Yongkang
| | - Zhimin Ying
- Department of Orthopaedics, YongKangShi Hospital of Traditional Chinese Medicine, Yongkang
| | - Zhaoming Ye
- Department of Orthopaedics, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, P.R. China
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Wu Q, Yin G, Luo J, Zhang Y, Ai T, Tian J, Jin Y, Lei J, Liu S. Comprehensive Analysis of the Expression and Prognostic Value of SPINT1/2 in Breast Carcinoma. Front Endocrinol (Lausanne) 2021; 12:665666. [PMID: 34381422 PMCID: PMC8351597 DOI: 10.3389/fendo.2021.665666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 05/26/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Hepatocyte growth factor (HGF) signaling plays a plethora of roles in tumorigenesis and progression in many cancer types. As HGF activator inhibitors, serine protease inhibitor, Kunitz types 1 and 2 (SPINT1 and SPINT2) have been reported to be differentially expressed in breast cancer, but their prognostic significance and functioning mechanism remain unclear. METHODS In our study, multiple databases and bioinformatics tools were used to investigate SPINT1/2 expression profiles, prognostic significance, genetic alteration, methylation, and regulatory network in breast carcinoma. RESULTS SPINT1/2 expression was upregulated in breast cancer, and was relatively higher in human epidermal growth factor receptor 2 (HER2) and node positive patients. Elevated SPINT1/2 expression was significantly correlated with a poorer prognosis. Genetic alterations and SPINT1/2 hypomethylation were observed. In breast carcinoma, SPINT1/2 were reciprocally correlated and shared common co-expressed genes. Gene ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis showed that their common co-expressed genes were primarily involved in regulating cell attachment and migration. CONCLUSIONS Our study identified the expression profiles, prognostic significance and potential roles of SPINT1/2 in breast carcinoma. These study results showed that the SPINT1/2 were potential prognostic biomarker for patients with breast cancer.
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Affiliation(s)
- Qiulin Wu
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guobing Yin
- Department of Breast and Thyroid Surgery, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Luo
- Department of Pathology, Chongqing Medical University, Chongqing, China
| | - Yingzi Zhang
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Tiantian Ai
- Department of Cardiovascular Sciences, Chongqing Kangxin Hospital, Chongqing, China
| | - Jiao Tian
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yudi Jin
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jinwei Lei
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shengchun Liu
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- *Correspondence: Shengchun Liu,
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Shojaee L, Abedinnegad S, Nafisi N, Naghshvar F, Godazandeh G, Moradi S, Shakeri Astani K, Godazandeh Y. Sentinel Node Biopsy in Early Breast Cancer Patients with Palpable Axillary Node. Asian Pac J Cancer Prev 2020; 21:1631-1636. [PMID: 32592357 PMCID: PMC7568865 DOI: 10.31557/apjcp.2020.21.6.1631] [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: 10/17/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Sentinel lymph node biopsy is a reliable method for evaluation of the axillary lymph node status in early stage breast cancer patients with non-palpable lymph nodes. The present study evaluated the status of sentinel and non-sentinel lymph nodes in T1T2 patients with palpable axillary lymph nodes. MATERIALS AND METHODS One hundred and two women with early breast cancer were investigated in this study. Patients were selected for axillary sentinel lymph node biopsy and then surgery .Then the rates of false negative and true positive, and diagnostic accuracy of sentinel lymph nodes biopsy were evaluated. In addition, the hormone receptors status of the tumor was determined through IHC and data was analyzed in SPSS21. RESULTS In this study, the mean age of the patients was 49 years, 85% had invasive ductal carcinoma in their pathology reports, 77% were ER/PR positive, 30% HER2 positive and 9.8% triple negative and 69% had KI67<14%. In frozen pathology, 15.7 and 84.3% were sentinel positive and negative, respectively, and in the final pathology, 41 and 58.8% were sentinel positive and negative, respectively. This difference arises from the false negative rate of the frozen pathology, which was about 31.3%. The sensitivity, specificity, and diagnostic accuracy of the frozen section were 24, 90 and 43%, respectively. Lymphovascular invasion is an important effective factor in the involvement of sentinel and non-sentinel lymph nodes. Statistical analysis showed that the probability of sentinel and non-sentinel lymph nodes involvement was higher in receptor positive patients and those with KI67>14% (p<0.002) whereas the rate of involvement was lower in triple negative patients. CONCLUSION Sentinel node biopsy can be used in a significant percentage of breast cancer patients with palpable and reactive axillary lymph nodes.
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Affiliation(s)
- Leyla Shojaee
- Department of Surgery, Mazandaran University of Medical Sciences, Sari, Iran
| | - Sheida Abedinnegad
- Department of Surgery, Mazandaran University of Medical Sciences, Sari, Iran
| | - Nahid Nafisi
- Department of Breast Surgery, Iran University of Medical Sciences, Tehran, Iran
| | - Farshad Naghshvar
- Department of Pathology, Mazandaran University of Medical Sciences, Sari, Iran
| | | | - Siavosh Moradi
- School of Epidmiology, Mazandaran University of Medical Sciences, Sari, Iran
| | - Kiarash Shakeri Astani
- School of Medicine, Student Research Committee of Mazandaran University of Medical, Sari, Iran
| | - Yasaman Godazandeh
- School of Medicine, Student Research Committee of Mazandaran University of Medical, Sari, Iran
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Zhou X, Gao F, Duan S, Zhang L, Liu Y, Zhou J, Bai G, Tao W. Radiomic features of Pk-DCE MRI parameters based on the extensive Tofts model in application of breast cancer. Phys Eng Sci Med 2020; 43:517-524. [PMID: 32524436 DOI: 10.1007/s13246-020-00852-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 02/11/2020] [Indexed: 01/03/2023]
Abstract
To explore radiomic features of pharmacokinetic dynamic contrast-enhanced (Pk-DCE) MRI on the extensive Tofts model to diagnose breast cancer and predict molecular phenotype. Breast lesions enrolled must undergo Pk-DCE MRI before treatment or puncture, and be identified as primary lesions by pathology. Ktrans, Kep, Ve and Vp were generated on the extensive Tofts model. Radiomic features (histogram, geometry and texture features) were extracted from parametric maps and selected by LASSO. The subjects were divided into training and validation cohort with a ratio of 4:1 to construct model in diagnosis of breast cancer. Feature analysis was made to predict the molecular phenotype. Area under curve (AUC), sensitivity, specificity and accuracy were used to evaluate radiomic features. DeLong's test was performed to compare AUC values. 228 breast lesions met the criteria were used to discrimination and 126 malignant lesions were used to study molecular phenotypes. The number of training cohort and validation cohort were 182 and 46, respectively. The AUC of Ktrans, Kep, Ve, and Vp was 0.95, 0.93, 0.89, and 0.96, and their accuracy was 85%, 89%, 89%, 94% respectively in diagnosis of breast lesions, while their AUC was 0.71 to 0.77, 0.61 to 0.68, and 0.67 to 0.74 to predict ER/PR, Her-2, and Ki-67. There was no significant difference among parameters (P > 0.05). Radiomic features based on Pk-DCE MRI have an advantage to diagnose breast cancer and less ability to predict molecular phenotypes, which are beneficial to guide clinical treatment of breast lesions in some extent.
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Affiliation(s)
- Xiaoyu Zhou
- Research Center of Internet Things (Sensory Mine), China University of Mining and Technology, Xuzhou, People's Republic of China.,Faculty of Mechanical Electronic and Information Engineering, Jiangsu Vocational College of Finance and Economics, Huai'an, People's Republic of China
| | - Feng Gao
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, Nanjing, People's Republic of China
| | - Shaofeng Duan
- GE Healthcare China, Shanghai, People's Republic of China
| | - Lianmei Zhang
- Department of Pathology, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huai'an, People's Republic of China
| | - Yan Liu
- Department of Radiology, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huanghe Road No. 1, Huai'an, 223300, Jiangsu Province, People's Republic of China
| | - Junyi Zhou
- Department of Medical Imaging, Jiangsu University, Zhenjiang, People's Republic of China
| | - Genji Bai
- Department of Radiology, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huanghe Road No. 1, Huai'an, 223300, Jiangsu Province, People's Republic of China.
| | - Weijing Tao
- Department of Nuclear Medicine, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huanghe Road No.1, Huai'an, 223300, Jiangsu Province, People's Republic of China.
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15
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Jurrius P, Green T, Garmo H, Young M, Cariati M, Gillett C, Mera A, Harries M, Grigoriadis A, Pinder S, Holmberg L, Purushotham A. Invasive breast cancer over four decades reveals persisting poor metastatic outcomes in treatment resistant subgroup - the "ATRESS" phenomenon. Breast 2020; 50:39-48. [PMID: 31981910 PMCID: PMC7375620 DOI: 10.1016/j.breast.2020.01.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 11/24/2019] [Accepted: 01/11/2020] [Indexed: 10/27/2022] Open
Abstract
BACKGROUND Major advances in breast cancer treatment have led to a reducuction in mortality. However, there are still women who are not cured. We hypothesize there is a sub-group of women with treatment-resistant cancers causing early death. METHODS Between 1975 and 2006, 5392 women with invasive breast cancer underwent surgery at Guy's Hospital, London. Data on patient demographics, tumour characteristics, treatment regimens, local recurrence, secondary metastasis, and death were prospectively recorded. We considered four time periods (1975-1982, 1983-1990, 1991-1998, 1999-2006). Risks and time to event analysis were performed with Cox proportional hazards model and Kaplan-Meier estimation. RESULTS Unadjusted hazard ratios for developing metastasis and overall mortality relative to the 1975-1982 cohort decreased steadily to 0.23 and 0.63, respectively in 1999-2006. However, metastasis-free interval shortened, with the proportion of women developing metastasis ≤5 years increasing from 73.9% to 83.0%. Furthermore, median post-metastatic survival decreased from 1.49 years to 0.94 years. Applying our risk criteria identified the presence of ±200 patients in each cohort who developed metastasis early and died within a much shorter time frame. CONCLUSIONS Advances in treatment have decreased the risk of metastasis and improved survival in women with invasive breast cancer over the last 40 years. Despite this, a subpopulation with shorter metastasis-free and post-metastatic survival who are unresponsive to available treatment remains. This may be due to the ATRESS phenomenon (adjuvant therapy-related shortening of survival) secondary to preselection inherent in adjuvant therapy, successful treatment of less malignant tumour cells and treatment-induced resistance in the remaining tumour clones.
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Affiliation(s)
- Patriek Jurrius
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Guy's and St Thomas NHS Foundation Trust, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Thomas Green
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Hans Garmo
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Matthew Young
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Massimiliano Cariati
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Guy's and St Thomas NHS Foundation Trust, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Cheryl Gillett
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Anca Mera
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Mark Harries
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Guy's and St Thomas NHS Foundation Trust, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Anita Grigoriadis
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Sarah Pinder
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Guy's and St Thomas NHS Foundation Trust, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Lars Holmberg
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Arnie Purushotham
- School of Cancer & Pharmaceutical Sciences, King's College London, Great Maze Pond, London, SE1 9RT, United Kingdom; Guy's and St Thomas NHS Foundation Trust, Great Maze Pond, London, SE1 9RT, United Kingdom.
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Jalaeefar A, Omranipour R, Eslami B, Vasigh M, Mahmoodzadeh H, Shirkhoda M, Mohagheghi M. Axillary intranodal pressure measurement: A complementary technique for detection of lymph node metastasis in breast cancer patients. CLINICAL CANCER INVESTIGATION JOURNAL 2020. [DOI: 10.4103/ccij.ccij_76_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Cava C, Novello C, Martelli C, Lodico A, Ottobrini L, Piccotti F, Truffi M, Corsi F, Bertoli G, Castiglioni I. Theranostic application of miR-429 in HER2+ breast cancer. Am J Cancer Res 2020; 10:50-61. [PMID: 31903105 PMCID: PMC6929607 DOI: 10.7150/thno.36274] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 09/03/2019] [Indexed: 12/12/2022] Open
Abstract
Human epidermal growth factor receptor 2 (HER2) is overexpressed/amplified in one third of breast cancers (BCs), and is associated with the poorer prognosis and the higher metastatic potential in BC. Emerging evidences highlight the role of microRNAs (miRNAs) in the regulation of several cellular processes, including BC. Methods: Here we identified, by in silico approach, a group of three miRNAs with central biological role (high degree centrality) in HER2+ BC. We validated their dysregulation in HER2+ BC and we analysed their functional role by in vitro approaches on selected cell lines and by in vivo experiments in an animal model. Results: We found that their expression is dysregulated in both HER2+ BC cell lines and human samples. Focusing our study on the only upregulated miRNA, miR-429, we discovered that it acts as an oncogene and its upregulation is required for HER2+ cell proliferation. It controls the metastatic potential of HER2+ BC subtype by regulating migration and invasion of the cell. Conclusions: In HER2+ BC oncogenic miR-429 is able to regulate HIF1α pathway by directly targeting VHL mRNA, a molecule important for the degradation of HIF1α. The overexpression of miR-429, observed in HER2+ BC, causes increased proliferation and migration of the BC cells. More important, silencing miR-429 succeeds in delaying tumor growth, thus miR-429 could be proposed as a therapeutic probe in HER2+ BC tumors.
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18
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Sun K, Xie Z, Wang J, Ling M, Li Y, Qiu C. Bioinformatics-based study to detect chemical compounds that show potential as treatments for pulmonary thromboembolism. Int J Mol Med 2018; 43:276-284. [PMID: 30431066 PMCID: PMC6257851 DOI: 10.3892/ijmm.2018.3987] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 09/27/2018] [Indexed: 01/29/2023] Open
Abstract
The objectives of the present study comprised the recognition of major genes related to pulmonary thromboembolism (PTE) and the evaluation of their functional enrichment levels, in addition to the identification of small chemical molecules that may offer potential for use in PTE treatment. The RNA expression profiling of GSE84738 was obtained from the Gene Expression Omnibus database. Following data preprocessing, the differently expressed genes (DEGs) between the PTE group and the control group were identified using the Linear Models for Microarray package. Subsequently, the protein‑protein interaction (PPI) network of these DEGs was examined using the Search Tool for the Retrieval of Interacting Genes/Proteins database, visualized via Cytoscape. The most significantly clustered modules in the network were identified using Multi Contrast Delayed Enhancement, a plugin of Cytoscape. Subsequently, functional enrichment analysis of the DEGs was performed, using the Database for Annotation Visualization and Integrated Discovery tool. Furthermore, the chemical‑target interaction networks were investigated using the Comparative Toxicogenomics Database as visualized via Cytoscape. A total of 548 DEGs (262 upregulated and 286 downregulated) were identified in the PTE group, compared with the control group. The upregulated and downregulated genes were enriched in Gene Ontology terms related to inflammation and eye sarcolemma, respectively. Tumor necrosis factor (TNF) and erb‑b2 receptor tyrosine kinase 2 (ERBB2) were upregulated genes that ranked higher in the PPI network (47 and 40 degrees, respectively) whereas C‑JUN was the most downregulated gene (46). Small chemical molecules ethinyl (135), cyclosporine (126), thrombomodulin precursor (113) and tretinoin (111) had >100 degrees in the DEG‑chemical interaction network. In addition, ethinyl targeted to TNF, whereas TNF and ERBB2 were targeted by cyclosporine, and tretinoin was a targeted chemical of ERBB2. Therefore, cyclosporine, ethinyl, and tretinoin may be potential targets for PTE treatment.
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Affiliation(s)
- Keyu Sun
- Emergency Department, Minhang Hospital, Fudan University, Shanghai 201100, P.R. China
| | - Zichen Xie
- Emergency Department, Minhang Hospital, Fudan University, Shanghai 201100, P.R. China
| | - Jiqin Wang
- Emergency Department, Minhang Hospital, Fudan University, Shanghai 201100, P.R. China
| | - Meirong Ling
- Emergency Department, Minhang Hospital, Fudan University, Shanghai 201100, P.R. China
| | - Yanyan Li
- Emergency Department, Minhang Hospital, Fudan University, Shanghai 201100, P.R. China
| | - Chao Qiu
- Institute of Biomedical Sciences, Fudan University, Shanghai 200032, P.R. China
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Tao W, Hu C, Bai G, Zhu Y, Zhu Y. Correlation between the dynamic contrast-enhanced MRI features and prognostic factors in breast cancer: A retrospective case-control study. Medicine (Baltimore) 2018; 97:e11530. [PMID: 29995825 PMCID: PMC6076052 DOI: 10.1097/md.0000000000011530] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
This study analyzed the correlation between the dynamic contrast-enhanced MRI (DCE-MRI) features with prognostic factors of breast cancer. Eighty-five breast cancer patients verified by pathology and immunohistochemistry underwent DCE-MRI examination. Spearman correlation analysis was used to analyze the DCE-MRI features [the strengthening types, shape, distribution, edge, internal reinforcement and the time-signal intensity curve (TIC) types] and the 4 immunohistochemical markers (ER, PR, Her-2, and Ki-67) by GraphPad InStat version 6.0 software. The enhanced morphology types, shapes, edge had significant correlation with the expression of ER (P = .001, P = .000, P = .001, respectively), PR (P = .045, P = .015, P = .000, respectively) and Ki-67 (P = .039, P = .000, P = .024, respectively), and no significant correlation with Her-2 expression (P = .906, P = .074, P = .679, respectively) was observed. There was significant correlation between internal enhancement patterns and Ki-67 expression (P = .004), and no significant correlation between internal enhancement patterns and the expression of ER, PR, and Her-2 (P = .208, P = .682, P = .437, respectively) was observed. TIC had significant correlation with ER, Ki-67 expressions (P = .022, P = .001, respectively), and no correlation with expressions of PR and Her-2 (P = .128, P = .391, respectively) was observed. The DCE-MRI features of breast cancer were well correlated with the expression of immunohistochemistry, and might also be helpful to evaluate the biological progress and prognosis.
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Affiliation(s)
- Weijing Tao
- Department of Radiology, The Affiliated Huai’an No.1 People's Hospital of Nanjing Medical University, Huai’an
| | - Chunhong Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou
| | - Genji Bai
- Department of Radiology, The Affiliated Huai’an No.1 People's Hospital of Nanjing Medical University, Huai’an
| | - Yan Zhu
- Department of Radiology, The Affiliated Huai’an No.1 People's Hospital of Nanjing Medical University, Huai’an
| | - Yaning Zhu
- Department of Pathology, The Affiliated Huai’an No.1 People's Hospital of Nanjing Medical University, Huai’an, Jiangsu, PR China
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20
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Wellington J, Sanders T, Mylander C, Alden A, Harris C, Buras R, Tafra L, Liang W, Stelle L, Rosman M, Jackson RS. Routine Axillary Ultrasound for Patients with T1–T2 Breast Cancer Does Not Increase the Rate of Axillary Lymph Node Dissection Based on Predictive Modeling. Ann Surg Oncol 2018; 25:2271-2278. [DOI: 10.1245/s10434-018-6545-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Indexed: 11/18/2022]
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21
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Shao X, Kuai X, Pang Z, Zhang L, Wu L, Xu L, Zhou C. Correlation of Gli1 and HER2 expression in gastric cancer: Identification of novel target. Sci Rep 2018; 8:397. [PMID: 29321573 PMCID: PMC5762756 DOI: 10.1038/s41598-017-17435-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Accepted: 11/27/2017] [Indexed: 12/20/2022] Open
Abstract
HER2 becomes the standard of care for guiding adjuvant treatment of gastric cancer with trastuzumab in recent years. However, the usage of this target agent is still limited because of the resistance to trastuzumab or the negative expression of HER2 in tumor tissues. The Gli1 and HER2 both play an important role in the pathogenesis of gastric cancer. However, the correlation of them is still unclear. Here we found Gli1 and HER2 are highly expressed in gastric cancer tissues, and they are positively related. Next, we found Gli1 positive patients live a shorter survival time no matter HER2 positive or negative. Furthermore, univariate and multivariate analysis revealed that venous invasion, HER2 expression, Gli1 expression were independent prognostic factors for the survival time in gastric cancer. In addition, suppressing the expression level of Gli1 can decrease the cell viability and migration ability in cells and subcutaneous tumors. Finally, we found that HER2 may regulate Gli1 by Akt-mTOR-p70S6K pathway. Inhibit of HER2 and SMO have synergistic effect on reduction of cell viability. In conclusion, Gli1 is a favorable prognostic indicator in gastric cancer. As a novel target, Gli1 worth further study, especially in Her2-targeted therapy-resistant cancers.
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Affiliation(s)
- Xinyu Shao
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Xiaoyi Kuai
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Zhi Pang
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Liping Zhang
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Longyun Wu
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Lijuan Xu
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China
| | - Chunli Zhou
- The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, 215006, P.R. China.
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22
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Zhang X, Yao J, Guo K, Huang H, Huai S, Ye R, Niu B, Ji T, Han W, Li J. The functional mechanism of miR-125b in gastric cancer and its effect on the chemosensitivity of cisplatin. Oncotarget 2017; 9:2105-2119. [PMID: 29416757 PMCID: PMC5788625 DOI: 10.18632/oncotarget.23249] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 12/05/2017] [Indexed: 12/11/2022] Open
Abstract
Numerous studies have shown drug resistance of gastric cancer cells could be modulated by abnormal expression of microRNAs. Cisplatin (DDP) is one of the most commonly used drugs for chemotherapy of gastric cancer. In this study, the potential function of miR-125b on DDP resistance in gastric cancer cells was investigated. Sixteen miRNAs significantly differential expressed in gastric tumor tissues and adjacent tissues were characterized and their corresponding putative target genes were also screened. MiR-125b was selected as our focus for its evident down-regulated expression among candidate genes. Real-time polymerase chain reaction assay indicated that miR-125b was significantly down-regulated in gastric cancer tissues and various cell lines. HER2 was identified as a target gene of miR-125b by dual luciferase reporter assay and Western blot. Moreover, miR-125b overexpression inhibited not only the proliferation, migration, and invasion abilities of HGC-27 and MGC-803 cells, but also in vivo tumor growth of MGC-803 cells by an intratumoral delivery approach. Notably, we observed up-regulated miR-125b contributed to the chemosensitivity of DDP in HGC-27 and MGC-803 cells at different concentrations and also possessed sensibilization for DDP at different times. MiR-125b expression was found to be related to lymph node metastasis, HER2 expression and overall survival of patients through correlation analysis. Collectively, these results indicate miR-125b may regulate DDP resistance as a promising therapeutic target for gastric cancer treatment in future.
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Affiliation(s)
- Xinyue Zhang
- Department of Radiotherapy, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Jie Yao
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan 430071, P.R. China
| | - Kai Guo
- Department of Gastroenterology, The 161th Hospital of PLA, Wuhan 430010, P.R. China
| | - Hu Huang
- Department of Oncology, The 161th Hospital of PLA, Wuhan 430010, P.R. China
| | - Siyuan Huai
- Department of Radiotherapy, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Rui Ye
- Department of Radiotherapy, Chinese PLA General Hospital, Beijing 100853, P.R. China.,Department of Oncology, Beidaihe Sanatorium of Beijing Military Command, Qinhuangdao 066100, P.R. China
| | - Baolong Niu
- Department of Radiotherapy, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Tiannan Ji
- Department of Radiotherapy, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Weidong Han
- Department of Molecular Biology, Institute of Basic Medicine, School of Life Sciences, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Jianxiong Li
- Department of Radiotherapy, Hainan Branch of Chinese PLA General Hospital, Sanya 572000, P.R. China
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23
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Sun H, Liu T, Zhu D, Dong X, Liu F, Liang X, Chen C, Shao B, Wang M, Wang Y. HnRNPM and CD44s expression affects tumor aggressiveness and predicts poor prognosis in breast cancer with axillary lymph node metastases. Genes Chromosomes Cancer 2017; 56:598-607. [PMID: 28393427 DOI: 10.1002/gcc.22463] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 04/04/2017] [Accepted: 04/05/2017] [Indexed: 12/12/2022] Open
Abstract
HnRNPM is an essential splicing factor and its expression is closely correlated with invasion and metastasis of tumor cells. The CD44 cell adhesion molecule is aberrantly expressed in many breast tumors and CD44 splice variants have been implicated in specific oncogenic signaling pathways. To investigate the clinical significance and biological function of hnRNPM, immunohistochemistry, quantitative, and semiquantitative polymerase chain reaction, lentiviral transfection system and transwell invasion assays were performed. We found that hnRNPM expression was significantly upregulated in breast cancer tissues compared with benign breast lesions. Although there was no significant correlation between hnRNPM and total CD44 protein or mRNA level, there was a negative correlation between hnRNPM and CD44v6. HnRNPM and CD44s expression showed positive correlation and in particular, they were dually expressed in breast cancer tissues. Interestingly, cancer stem cells marker, ALDH1+ phenotype was positively associated with overexpression of CD44s or hnRNPM and negatively related to CD44v6. Patients with high hnRNPM tended to have higher levels of CD44s, shorter overall survival (OS) and higher rates of lymph node metastases (LNM). Remarkably, Kaplan-Meier and Cox regression analyses displayed that hnRNPM+ or CD44shigh was a poor prognostic factor for OS of patients with LNM. Upregulation of hnRNPM in MCF-7 cells caused a significant increase in cell invasion, and this effect may occur through the regulation of CD44s expression. In conclusion, overexpression of hnRNPM promotes breast cancer aggressiveness by regulating the level of CD44s, indicates a poor prognosis for patients with LNM, and has potential as therapeutic targets.
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Affiliation(s)
- Huizhi Sun
- Department of Pathology, Tianjin Medical University, 300070, China
| | - Tieju Liu
- Department of Pathology, Tianjin Medical University, 300070, China.,Department of Pathology, General Hospital of Tianjin Medical University, 300052, China
| | - Dongwang Zhu
- Stomatology Hospital of Tianjin Medical University, China
| | - Xueyi Dong
- Department of Pathology, Tianjin Medical University, 300070, China.,Department of Pathology, General Hospital of Tianjin Medical University, 300052, China
| | - Fang Liu
- Department of Pathology, Tianjin Medical University, 300070, China.,Department of Pathology, General Hospital of Tianjin Medical University, 300052, China
| | - Xiaohui Liang
- Department of Pathology, Tianjin Medical University, 300070, China.,Department of Pathology, General Hospital of Tianjin Medical University, 300052, China
| | - Chen Chen
- Department of Pathology, Tianjin Medical University, 300070, China
| | - Bing Shao
- Department of Pathology, Tianjin Medical University, 300070, China
| | - Meili Wang
- Department of Pathology, Tianjin Medical University, 300070, China
| | - Yi Wang
- Department of Pathology, Tianjin Medical University, 300070, China
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