1
|
Yu R, Wu X, Qian F, Yang Q. RFC3 drives the proliferation, migration, invasion and angiogenesis of colorectal cancer cells by binding KIF14. Exp Ther Med 2024; 27:222. [PMID: 38590579 PMCID: PMC11000453 DOI: 10.3892/etm.2024.12510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 01/26/2024] [Indexed: 04/10/2024] Open
Abstract
Colorectal cancer (CRC) is a deadly and aggressive type of cancer that has a high fatality rate. The expression levels of replication factor C subunit 3 (RFC3) and kinesin family member 14 (KIF14) have been reported to be increased in CRC. The current study aimed to explore the effects of RFC3 on the malignant behaviors of CRC cells and its possible underlying mechanism involving KIF14. RFC3 and KIF14 expression levels in CRC tissues were analyzed using TNMplot database and Gene Expression Profiling Interactive Analysis database bioinformatics tools. RFC3 and KIF14 levels in CRC cells were examined using reverse transcription-quantitative PCR and western blotting. Cell Counting Kit-8 and 5-ethynyl-2'-deoxyuridine assays were performed to assess cell proliferation. Cell apoptosis was determined using flow cytometric analysis. Wound healing and Transwell assays were adopted for the evaluation of cell migration and invasion. Tube formation assay in human umbilical vein endothelial cells was used to measure angiogenesis. Western blotting analysis was performed to determine the expression of apoptosis-, migration- and angiogenesis-associated proteins. Additionally, bioinformatics tools predicted the co-expression and interaction of RFC3 and KIF14, which was verified by a co-immunoprecipitation assay. RFC3 displayed elevated expression in CRC tissues and cells, and depletion of RFC3 halted the proliferation, migration, invasion and angiogenesis, while increasing the apoptosis of CRC cells; this was accompanied by changes in the expression levels of related proteins. In addition, RFC3 bound to KIF14 and interference with RFC3 reduced KIF14 expression. Moreover, KIF14 upregulation reversed the effects of RFC3 depletion on the aggressive cellular behaviors in CRC. In conclusion, RFC3 might interact with KIF14 to function as a contributor to the malignant development of CRC.
Collapse
Affiliation(s)
- Rong Yu
- Department of General Surgery, Quzhou Kecheng People's Hospital, Quzhou, Zhejiang 324000, P.R. China
| | - Xinxin Wu
- Department of General Surgery, Yancheng Dafeng Hospital of Traditional Chinese Medicine, Yancheng, Jiangsu 224110, P.R. China
| | - Fang Qian
- Department of Radiology, Wuxi Xinwu Hospital of Traditional Chinese Medicine, Wuxi, Jiangsu 214000, P.R. China
| | - Qian Yang
- Department of Radiology, Maternal and Child Health Hospital of Huaiyin District, Huai'an, Jiangsu 223300, P.R. China
| |
Collapse
|
2
|
Yamaguchi H, Fukumitsu N, Numajiri H, Ogino H, Okimoto T, Ogino T, Suzuki M, Murayama S. The Japanese nationwide cohort data of proton beam therapy for liver oligometastasis in breast cancer patients. JOURNAL OF RADIATION RESEARCH 2024; 65:231-237. [PMID: 38321606 PMCID: PMC10959435 DOI: 10.1093/jrr/rrad106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/17/2023] [Indexed: 02/08/2024]
Abstract
A nationwide multicenter cohort study on particle therapy was launched by the Japanese Society for Radiation Oncology in Japan in May 2016. We analyzed the outcome of proton beam therapy (PBT) for liver oligometastasis in breast cancers. Cases in which PBT was performed at all Japanese proton therapy facilities between May 2016 and February 2019 were enrolled. The patients were selected based on the following criteria: the primary cancer was controlled, liver recurrence without extrahepatic tumors and no more than three liver lesions. Fourteen females, with a median age of 57 years (range, 44-73) and 22 lesions, were included. The median lesion size, fraction (fr) size and biological effective dose were 44 (20-130) mm, 6.6 (2-8) gray (Gy) (relative biological effectiveness)/fr and 109.6 (52.7-115.2) Gy, respectively. The median follow-up period was 22.8 (4-54) months. The 1-, 2- and 3-year local control (LC) rates of liver metastasis from breast cancer were 100% for all. The 1-, 2- and 3-year overall survival rates were 85.7, 62.5 and 62.5%, respectively. The 1-, 2- and 3-year progression-free survival (PFS) rates were 50.0%, 33.3%, and 16.7%, respectively. The median PFS time was 16 months. Only one patient did not complete PBT due to current disease progression. One patient had Grade 3 radiation-induced dermatitis. None of the patients experienced radiation-induced liver failure during the acute or late phase. Owing to the low incidence of adverse events and the high LC rate, PBT appears to be a feasible option for liver oligometastasis in breast cancers.
Collapse
Affiliation(s)
- Hisashi Yamaguchi
- Department of Minimally Invasive Surgical and Medical Oncology, Fukushima Medical University, 1 Hikarigaoka, Fukushima, Fukushima 960-1295, Japan
| | - Nobuyoshi Fukumitsu
- Department of Radiation Oncology, Hyogo Ion Beam Medical Center Kobe Proton Center, 1-6-8 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Haruko Numajiri
- Department of Radiation Oncology, University of Tsukuba, 1-1-1 Tennoudai, Tsukuba, Ibaraki 305-8575, Japan
| | - Hiroyuki Ogino
- Department of Radiation Oncology, Nagoya Proton Therapy Center, Nagoya City University West Medical Center, 1-1-1 Hirate-cho, Kita-ku, Nagoya 462-8508, Japan
| | - Tomoaki Okimoto
- Department of Radiology, Hyogo Ion Beam Medical Center, 1-2-1 Koto, Shingu-cho, Tatsuno, Hyogo 679-5165, Japan
| | - Takashi Ogino
- Medipolis Proton Therapy and Research Center, 4423 Higashikata, Ibusuki, Kagoshima 891-0304, Japan
| | - Motohisa Suzuki
- Department of Radiology, Southern Tohoku Proton Therapy Center, 7-172 Yatsuyamada, Koriyama, Fukushima 963-8052, Japan
| | - Shigeyuki Murayama
- Division of Proton Therapy, Radiation and Proton Therapy Center, Shizuoka Cancer Center Hospital, 1007 Shimonagakubo, Nagaizumi-cho, Suntou-gun, Shizuoka 411-8777, Japan
| |
Collapse
|
3
|
Misbah M, Kumar M, Najmi AK, Akhtar M. Identification of expression profiles and prognostic value of RFCs in colorectal cancer. Sci Rep 2024; 14:6607. [PMID: 38504096 PMCID: PMC10951252 DOI: 10.1038/s41598-024-56361-2] [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: 12/11/2023] [Accepted: 03/05/2024] [Indexed: 03/21/2024] Open
Abstract
Colorectal cancer (CRC) ranks among the most prevalent cancers globally, with its incidence closely tied to DNA damage. The Replication Factor C (RFC) complexes comprises five protein subunits: RFC1, RFC2, RFC3, RFC4, and RFC5. These RFC complexes play crucial roles in DNA replication, repair pathways, activities post DNA damage, and ATP-dependent processes during DNA synthesis. However, the impact of RFC complexes proteins on CRC prognosis remains unclear. To explore this, we employed a computational analysis approach, utilizing platforms such as the DepMap portal, GEPIA, DAVID Bioinformatics for KEGG pathway analysis, Human Protein Atlas (HPA), STRING, and TIMER. Our results indicate that the mRNA levels of RFC1 and RFC5 were the least expressed among CRC cell lines compared to other RFC complex subunits. Notably, low RFC1 and RFC5 expression was correlated with poor prognosis in terms of CRC patients' overall survival (OS). Immunohistochemical results from the Human Protein Atlas demonstrated medium staining for RFC1, RFC2, and RFC5 in CRC tissues. Furthermore, the low expression of RFC1 and RFC5 showed a significant correlation with high expression levels of miR-26a-5p and miR-636, impacting cell proliferation through mismatch repair, DNA replication, and the nucleotide excision repair pathway. Although the precise functions of RFC1 in cancer are still unknown, our findings suggest that the small-molecule single target, CHEMBL430483, and multiple target molecules could be potential treatments for CRC. In conclusion, the elevated expression of miR-26a-5p and miR-636 targeting RFC1 and RFC5 expression holds promise as a potential biomarker for early-stage CRC detection. These insights provide novel directions and strategies for CRC therapies.
Collapse
Affiliation(s)
- Md Misbah
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan.
- Bioinformatics Infrastructure Facility, Jamia Hamdard, New Delhi, India.
- Kusumraj Institute of Pharmacy, Bikram, Patna, Bihar, India, 801104.
| | - Manoj Kumar
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062, India
| | - Abul Kalam Najmi
- Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
| | - Mymoona Akhtar
- Bioinformatics Infrastructure Facility, Jamia Hamdard, New Delhi, India.
- Drug Design and Medicinal Chemistry Lab, Department of Pharmaceutical Chemistry, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India.
| |
Collapse
|
4
|
Yang K, Song J, Liu M, Xue L, Liu S, Yin X, Liu K. TBACkp: HER2 expression status classification network focusing on intrinsic subenvironmental characteristics of breast cancer liver metastases. Comput Biol Med 2024; 170:108002. [PMID: 38277921 DOI: 10.1016/j.compbiomed.2024.108002] [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: 08/28/2023] [Revised: 12/24/2023] [Accepted: 01/13/2024] [Indexed: 01/28/2024]
Abstract
The HER2 expression status in breast cancer liver metastases is a crucial indicator for the diagnosis, treatment, and prognosis assessment of patients. And typical diagnosis involves assessing the HER2 expression status through invasive procedures like biopsy. However, this method has certain drawbacks, such as being difficult in obtaining tissue samples and requiring long examination periods. To address these limitations, we propose an AI-aided diagnostic model. This model enables rapid diagnosis. It diagnoses a patient's HER2 expression status on the basis of preprocessed images, which is the region of the lesion extracted from a CT image rather than from an actual tissue sample. The algorithm of the model adopts a parallel structure, including a Branch Block and a Trunk Block. The Branch Block is responsible for extracting the gradient characteristics between the tumor sub-environments, and the Trunk Block is for fusing the characteristics extracted by the Branch Block. The Branch Block contains CNN with self-attention, which combines the advantages of CNN and self-attention to extract more meticulous and comprehensive image features. And the Trunk Block is so designed that it fuses the extracted image feature information without affecting the transmission of the original image features. The Conv-Attention is used to calculate the attention in the Trunk Block, which uses kernel dot product and is responsible for providing the weight for the self-attention in the process of using convolution induced deviation calculation. Combined with the structure of the model and the method used, we refer to this model as TBACkp. The dataset comprises the enhanced abdominal CT images of 151 patients with liver metastases from breast cancer, together with the corresponding HER2 expression levels for each patient. The experimental results are as follows: (AUC: 0.915, ACC: 0.854, specificity: 0.809, precision: 0.863, recall: 0.881, F1-score: 0.872). The results demonstrate that this method can accurately assess the HER2 expression status in patients when compared with other advanced deep learning model.
Collapse
Affiliation(s)
- Kun Yang
- College of Quality and Technical Supervision, Hebei University, Baoding, China; Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Baoding, China; Scientific Research and Innovation Team of Hebei University, Baoding, China
| | - Jie Song
- College of Quality and Technical Supervision, Hebei University, Baoding, China; Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Baoding, China; Scientific Research and Innovation Team of Hebei University, Baoding, China
| | - Meng Liu
- Department of Radiology, Affiliated Hospital of Hebei University, Baoding, China
| | - Linyan Xue
- College of Quality and Technical Supervision, Hebei University, Baoding, China; Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Baoding, China; Scientific Research and Innovation Team of Hebei University, Baoding, China
| | - Shuang Liu
- College of Quality and Technical Supervision, Hebei University, Baoding, China; Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Baoding, China; Scientific Research and Innovation Team of Hebei University, Baoding, China
| | - Xiaoping Yin
- Department of Radiology, Affiliated Hospital of Hebei University, Baoding, China; Hebei Key Laboratory of Precise Imaging of Inflammation Related Tumors, Hebei University, Baoding, China; The Outstanding Young Scientific Research and Innovation Team of Hebei University, Baoding, China.
| | - Kun Liu
- College of Quality and Technical Supervision, Hebei University, Baoding, China; Hebei Technology Innovation Center for Lightweight of New Energy Vehicle Power System, Baoding, China; Scientific Research and Innovation Team of Hebei University, Baoding, China.
| |
Collapse
|
5
|
Ou X, Tan Y, Xie J, Yuan J, Deng X, Shao R, Song C, Cao X, Xie X, He R, Li Y, Tang H. Methylation of GPRC5A promotes liver metastasis and docetaxel resistance through activating mTOR signaling pathway in triple negative breast cancer. Drug Resist Updat 2024; 73:101063. [PMID: 38335844 DOI: 10.1016/j.drup.2024.101063] [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: 11/09/2023] [Revised: 01/20/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024]
Abstract
AIMS This study aims to explore the function and mechanism of G Protein-coupled receptor class C group 5 member A (GPRC5A) in docetaxel-resistance and liver metastasis of breast cancer. METHODS Single-cell RNA transcriptomic analysis and bioinformatic analysis are used to screen relevant genes in breast cancer metastatic hepatic specimens. MeRIP, dual-luciferase analysis and bioinformation were used to detect m6A modulation. Mass spectrometry (MS), co-inmunoprecipitation (co-IP) and immunofluorescence colocalization were executed to explore the mechanism of GPRC5A in breast cancer cells. RESULT GPRC5A was upregulated in triple-negative breast cancer (TNBC) and was associated with a poor prognosis. In vitro and in vivo experiments demonstrated that knockdown of GPRC5A alleviated metastasis and resistance to docetaxel in TNBC. Overexpression of GPRC5A had the opposite effects. The m6A methylation of GPRC5A mRNA was modulated by METTL3 and YTHDF1, which facilitates its translation. GPRC5A inhibited the ubiquitination-dependent degradation of LAMTOR1, resulting in the recruitment of mTORC1 to lysosomes and activating the mTORC1/p70s6k signaling pathway. CONCLUSION METTL3/YTHDF1 axis up-regulates GPRC5A expression by m6A methylation. GPRC5A activates mTORC1/p70s6k signaling pathway by recruiting mTORC1 to lysosomes, consequently promotes docetaxel-resistance and liver metastasis.
Collapse
Affiliation(s)
- Xueqi Ou
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Yeru Tan
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China
| | - Jindong Xie
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Jingping Yuan
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan 430060, China
| | - Xinpei Deng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Ruonan Shao
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Cailu Song
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Xi Cao
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China
| | - Xiaoming Xie
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China
| | - Rongfang He
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China.
| | - Yuehua Li
- The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang 421001, China.
| | - Hailin Tang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, China.
| |
Collapse
|
6
|
Zhu J, Ye L, Sun S, Yuan J, Huang J, Zeng Z. Involvement of RFC3 in tamoxifen resistance in ER-positive breast cancer through the cell cycle. Aging (Albany NY) 2023; 15:13738-13752. [PMID: 38059884 PMCID: PMC10756131 DOI: 10.18632/aging.205260] [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: 06/12/2023] [Accepted: 10/17/2023] [Indexed: 12/08/2023]
Abstract
Since the establishment of the molecular subtyping system, ER positive breast cancer was considered to be the most prevalent type of breast cancer, and endocrine therapy was a very important solution. However, numerous studies have shown that the cell cycle plays a key role in the progression and metastasis of breast cancer. The present study showed that RFC3 was involved in the cell cycle through DNA replication. Furthermore, RFC3 expression was significantly higher in breast cancer-resistant cells than in parental cells, which correlated with the cell cycle. We confirmed these results by established drug-resistant cell lines for breast cancer, raw letter analysis and immunohistochemical analysis of primary and recurrent tissues from three ER+ breast cancers. In addition, analysis of the results through an online database revealed that RFC3 expression was significantly associated with poor prognosis in ER+ breast cancer. We also demonstrated that in ER positive breast cancer-resistant cells, knockdown of RFC3 blocked the S-phase of cells and significantly attenuated cell proliferation, migration and invasion. Furthermore, RFC3 overexpression in ER positive breast cancer cells enhanced cell proliferation, migration and invasion. Taking all these findings into account, we could conclude that RFC3 was involved in endocrine resistance in breast cancer through the cell cycle. Thus, RFC3 may be a target to address endocrine therapy resistance in ER positive breast cancer and may be an independent prognostic factor in ER positive breast cancer.
Collapse
Affiliation(s)
- Jintao Zhu
- Department of Breast, Foshan Fosun Chancheng Hospital, Foshan, Guangdong, China
| | - Lei Ye
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China
| | - Shishen Sun
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, Guangdong, China
| | - Jie Yuan
- Department of General Surgery, Foshan Fosun Chancheng Hospital, Foshan, Guangdong, China
| | - Jianfeng Huang
- Department of General Surgery, Foshan Fosun Chancheng Hospital, Foshan, Guangdong, China
| | - Zhiqiang Zeng
- Department of Breast, Foshan Fosun Chancheng Hospital, Foshan, Guangdong, China
| |
Collapse
|
7
|
Avs KR, Pandi C, Kannan B, Pandi A, Jayaseelan VP, Arumugam P. RFC3 serves as a novel prognostic biomarker and target for head and neck squamous cell carcinoma. Clin Oral Investig 2023; 27:6961-6969. [PMID: 37861747 DOI: 10.1007/s00784-023-05316-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 10/08/2023] [Indexed: 10/21/2023]
Abstract
OBJECTIVE Head and neck squamous cell carcinoma (HNSCC) is a prevalent cancer that originates from the squamous cells. The role of the replication factor C subunit 3 (RFC3) in HNSCC progression remains elusive. The aim of this study was to uncover RFC3 significance in HNSCC. METHODS The Cancer Genome Atlas (TCGA-HNSCC) dataset was initially used to assess RFC3 expression and its association with HNSCC clinical features. Subsequently, quantitative reverse transcription PCR (RT-qPCR) confirmed RFC3 mRNA expression in oral squamous cell carcinoma (OSCC), a primary HNSCC type. Survival rates were evaluated using the Kaplan-Meier plot, while the Tumor Immune Estimation Resource (TIMER) database probed RFC3-immune cell interaction. Additionally, in silico tools were used to examine the RFC3 protein network and engagement in HNSCC pathways. RESULTS RFC3 expression is significantly upregulated in HNSCC, including OSCC. Upregulated RFC3 expression was significantly correlated with the clinicopathological features of HNSCC, including tumor stage, grade, metastasis, and patient survival. RFC3 is also associated with immune cell infiltration. Functional analysis has highlighted its involvement in DNA replication, mismatch repair, and cell cycle pathways. Interestingly, RFC3 high expression is linked to well-known oncogenic signaling pathways, such as MYC/MYCN, HIPPO, and mTOR. CONCLUSIONS In conclusion, RFC3 can be considered a novel prognostic biomarker for HNSCC, and further studies on its functional mechanisms may help to use RFC3 as a therapeutic target for HNSCC. CLINICAL RELEVANCE The clinical relevance of this study lies in identifying RFC3 as a novel biomarker and prognostic indicator for HNSCC, offering insights that could impact future clinical approaches.
Collapse
Affiliation(s)
- Keerthana Reddy Avs
- Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, India
| | - Chandra Pandi
- Centre for Cellular and Molecular Research, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, 60007, India
| | - Balachander Kannan
- Centre for Cellular and Molecular Research, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, 60007, India
| | - Anitha Pandi
- Centre for Cellular and Molecular Research, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, 60007, India
| | - Vijayashree Priyadharsini Jayaseelan
- Centre for Cellular and Molecular Research, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, 60007, India
| | - Paramasivam Arumugam
- Centre for Cellular and Molecular Research, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, Tamil Nadu, 60007, India.
| |
Collapse
|
8
|
Khorrami M, Viswanathan VS, Reddy P, Braman N, Kunte S, Gupta A, Abraham J, Montero AJ, Madabhushi A. Radiomic predicts early response to CDK4/6 inhibitors in hormone receptor positive metastatic breast cancer. NPJ Breast Cancer 2023; 9:67. [PMID: 37567880 PMCID: PMC10421862 DOI: 10.1038/s41523-023-00574-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
The combination of Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) and endocrine therapy (ET) is the standard of care for hormone receptor-positive (HR + ), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC). Currently, there are no robust biomarkers that can predict response to CDK4/6i, and it is not clear which patients benefit from this therapy. Since MBC patients with liver metastases have a poorer prognosis, developing predictive biomarkers that could identify patients likely to respond to CDK4/6i is clinically important. Here we show the ability of imaging texture biomarkers before and a few cycles after CDK4/6i therapy, to predict early response and overall survival (OS) on 73 MBC patients with known liver metastases who received palbociclib plus ET from two sites. The delta radiomic model was associated with OS in validation set (HR: 2.4; 95% CI, 1.06-5.6; P = 0.035; C-index = 0.77). Compared to RECIST response, delta radiomic features predicted response with area under the curve (AUC) = 0.72, 95% confidence interval (CI) 0.67-0.88. Our study revealed that radiomics features can predict a lack of response earlier than standard anatomic/RECIST 1.1 assessment and warrants further study and clinical validation.
Collapse
Affiliation(s)
| | | | - Priyanka Reddy
- Department of Medicine, Division of Hematology and Oncology, University Hospitals/Seidman Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Nathaniel Braman
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Siddharth Kunte
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amit Gupta
- Department of Medicine, Division of Hematology and Oncology, University Hospitals/Seidman Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Jame Abraham
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Alberto J Montero
- Department of Medicine, Division of Hematology and Oncology, University Hospitals/Seidman Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Anant Madabhushi
- Department of Biomedical Engineering, Emory University, Atlanta, GA, USA.
- Atlanta VA Medical Center, Atlanta, GA, USA.
| |
Collapse
|
9
|
Zeng W, Xu X, Xu F, Zhu F, Li Y, Ma J. Exploring Key Genes with Diagnostic Value for Nonalcoholic Steatohepatitis Based on Bioinformatics Analysis. ACS OMEGA 2023; 8:20959-20967. [PMID: 37323410 PMCID: PMC10268261 DOI: 10.1021/acsomega.3c01709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 04/27/2023] [Indexed: 06/17/2023]
Abstract
We aimed to screen specific genes in liver tissue samples of patients with nonalcoholic steatohepatitis (NASH) with clinical diagnostic value based on bioinformatics analysis. The datasets of liver tissue samples from healthy individuals and NASH patients were retrieved for consistency cluster analysis to obtain the NASH sample typing, followed by verification of the diagnostic value of sample genotyping-specific genes. All samples were subjected to logistic regression analysis, followed by the establishment of the risk model, and then, the diagnostic value was determined by receiver operating characteristic curve analysis. NASH samples could be divided into cluster 1, cluster 2, and cluster 3, which could predict the nonalcoholic fatty liver disease activity score of patients. A total of 162 sample genotyping-specific genes were extracted from patient clinical parameters, and the top 20 core genes in the protein interaction network were obtained for logistic regression analysis. Five sample genotyping-specific genes (WD repeat and HMG-box DNA-binding protein 1 [WDHD1], GINS complex subunit 2 [GINS2], replication factor C subunit 3 (RFC3), secreted phosphoprotein 1 [SPP1], and spleen tyrosine kinase [SYK]) were extracted to construct the risk models with high diagnostic value in NASH. Compared with the low-risk group, the high-risk group of the model showed increased lipoproduction and decreased lipolysis and lipid β oxidation. The risk models based on WDHD1, GINS2, RFC3, SPP1, and SYK have high diagnostic value in NASH, and this risk model is closely related to lipid metabolism pathways.
Collapse
Affiliation(s)
- Wenchun Zeng
- Department
of Gastroenterology, The First People’s
Hospital of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| | - Xiangwei Xu
- Department
of Pharmacy, The First People’s Hospital
of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| | - Fang Xu
- Department
of Gastroenterology, The First People’s
Hospital of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| | - Fang Zhu
- Department
of Gastroenterology, The First People’s
Hospital of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| | - Yuecui Li
- Department
of Infectious Liver Disease, The First People’s
Hospital of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| | - Ji Ma
- Department
of Gastroenterology, The First People’s
Hospital of Yongkang, Affiliated to Hangzhou Medical College, Jinhua 321300, P. R. China
| |
Collapse
|
10
|
Lin C, Wang W, Zhang D, Huang K, Li X, Zhang Y, Zhao Y, Wang J, Zhou B, Cheng J, Xu D, Li W, Zhao L, Ma Z, Yang X, Huang Y, Cui P, Liu J, Zeng X, Zhai R, Sun L, Weng X, Wu W, Zhang X, Zheng W. Polymorphisms in SHISA3 and RFC3 genes and their association with feed conversion ratio in Hu sheep. Front Vet Sci 2023; 9:1010045. [PMID: 36686193 PMCID: PMC9850526 DOI: 10.3389/fvets.2022.1010045] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 12/05/2022] [Indexed: 01/07/2023] Open
Abstract
In animal husbandry, feed efficiency is a crucial economic trait. In this study, the general linear model was used to perform association analysis for various genotypes and feed conversion ratio (FCR)-related traits. Reverse transcription-quantitative PCR (RT-qPCR) was used to detect the expression of SHISA3 and RFC3 mRNA levels in 10 tissues from 6 sheep. The results showed that SNPs in the NC_040257.1:c.625 T > C and NC_040261.1:g.9905 T > C were analyzed whether they were associated to feed efficiency parameters in Hu sheep (body weight, feed intake, average daily growth, and feed conversion ratio). NC_040257.1:c.625 T > C was shown to be significantly associated with body weight at 80, 100, and 120 days as well as feed conversion ratio (P < 0.05), whereas NC_040261.1:g.9905 T > C was found to be significantly associated with average daily weight gain from 80-140 days (ADG80-140) and FCR (P < 0.05). In Hu sheep, the CC genotypes of SHISA3 and RFC3 were the most common genotypes related to feed efficiency traits. Furthermore, the feed conversion ratio of the combined genotypes TT SHISA3-CC RFC3, TT SHISA3-CT RFC3, TT SHISA3-TT RFC3, CT SHISA3-CC RFC3 and CT SHISA3-CT RFC3 was significantly better than the FCR of CC SHISA3-TT RFC3. RT-qPCR results showed that the expression levels of SHISA3 were lower in the lung than in spleen, kidney, muscle and lymph (P < 0.05), and RFC3 was the lung had a highly significant higher expression level than the heart, liver, spleen, and muscle (P < 0.01). In conclusion, SHISA3 and RFC3 polymorphisms can be used as genetic markers for improving feed conversion efficiency in Hu sheep.
Collapse
Affiliation(s)
- Changchun Lin
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Weimin Wang
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Deyin Zhang
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Kai Huang
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Xiaolong Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Yukun Zhang
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Yuan Zhao
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Jianghui Wang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Bubo Zhou
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Jiangbo Cheng
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Dan Xu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Wenxin Li
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Liming Zhao
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Zongwu Ma
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Xiaobin Yang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Yongliang Huang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Panpan Cui
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Jia Liu
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Xiwen Zeng
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Rui Zhai
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China
| | - Landi Sun
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Xiuxiu Weng
- The State Key Laboratory of Grassland Agro-Ecosystems, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou, China
| | - Weiwei Wu
- Institute of Animal Science, Xinjiang Academy of Animal Sciences, Ürümqi, Xinjiang, China
| | - Xiaoxue Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, China,*Correspondence: Xiaoxue Zhang ✉
| | - Wenxin Zheng
- Institute of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Sciences, Ürümqi, Xinjiang, China,Wenxin Zheng ✉
| |
Collapse
|
11
|
Liu P, Wang Z, Ou X, Wu P, Zhang Y, Wu S, Xiao X, Li Y, Ye F, Tang H. The FUS/circEZH2/KLF5/ feedback loop contributes to CXCR4-induced liver metastasis of breast cancer by enhancing epithelial-mesenchymal transition. Mol Cancer 2022; 21:198. [PMID: 36224562 PMCID: PMC9555172 DOI: 10.1186/s12943-022-01653-2] [Citation(s) in RCA: 99] [Impact Index Per Article: 49.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 09/01/2022] [Indexed: 12/24/2022] Open
Abstract
Background Metastasis of breast cancer have caused the majority of cancer-related death worldwide. The circRNAs are associated with tumorigenesis and metastasis in breast cancer according to recent research. However, the biological mechanism of circRNAs in liver metastatic breast cancer remains ambiguous yet. Methods Microarray analysis of three pairs of primary BC tissues and matched hepatic metastatic specimens identified circEZH2. We used RT-qPCR and FISH assays to confirm circEZH2 existence, characteristics, and expression. Both in vivo and in vitro, circEZH2 played an oncogenic role which promoted metastasis as well. A range of bioinformatic analysis, Western blot, RNA pull-down, RIP, ChIP, and animal experiments were used to define the feedback loop involving FUS, circEZH2, miR-217-5p, KLF5, FUS, CXCR4 as well as epithelial and mesenchymal transition. Results In our research, circEZH2 was proved to be upregulated in liver metastases in BC and predicted the worse prognosis in breast cancer patients. Overexpression of circEZH2 notably accentuated the vitality and invasion of BC cells, whereas knockdown of circEZH2 elicited the literally opposite effects. Besides, overexpressed circEZH2 promoted tumorigenesis and liver metastasis in vivo. Moreover, circEZH2 could adsorb miR-217-5p to upregulate KLF5 thus leading to activate FUS transcription which would facilitate the back-splicing program of circEZH2. Meanwhile, KLF5 could upregulated CXCR4 transcriptionally to accelerate epithelial and mesenchymal transition of breast cancer. Conclusions Consequently, a novel feedback loop FUS/circEZH2/KLF5/CXCR4 was established while circEZH2 could be novel biomarker and potential target for BC patients’ therapy. Supplementary Information The online version contains supplementary material available at 10.1186/s12943-022-01653-2.
Collapse
Affiliation(s)
- Peng Liu
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Zehao Wang
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Xueqi Ou
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Peng Wu
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Yue Zhang
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Song Wu
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Xiangsheng Xiao
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Yuehua Li
- Department of Medical Oncology, the First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China.
| | - Feng Ye
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China.
| | - Hailin Tang
- Department of Breast Oncology, State Key Laboratory of Oncology in South China, Sun Yat-Sen University Cancer Center, Guangzhou, China.
| |
Collapse
|
12
|
Circular RNA KIF4A Promotes Liver Metastasis of Breast Cancer by Reprogramming Glucose Metabolism. JOURNAL OF ONCOLOGY 2022; 2022:8035083. [PMID: 36052282 PMCID: PMC9427241 DOI: 10.1155/2022/8035083] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 07/08/2022] [Indexed: 11/18/2022]
Abstract
Background Circular RNAs (circRNAs) regulate complex functional processes and play crucial roles in cancer development and progression. It was reported that circKIF4 regulates the progression of triple-negative breast cancer (TNBC). This study evaluates the role of circKIF4 in breast cancer distant metastasis and metabolic reprogramming. Methods RT-qPCR was performed to verify the expression of circKIF4A in breast cancer, liver metastatic tissues, and cell lines. The function of circKIF4A in metastasis was evaluated both in vitro and in vivo through a series of experiments, including cell migration and glucose intake experiments. Additionally, we conducted molecular experiments to clarify the regulatory role of circKIF4A. We then conducted a Luciferase reporter assay and an RNA immunoprecipitation assay to identify the molecular interactions between circKIF4A and miRNA. Results circKIF4A was overexpressed in breast cancer cell lines and tissues, inhibiting its expression and suppressing breast cancer growth and metastasis. Interestingly, we observed that circKIF4A reprogrammed the glucose metabolism of breast cancer, and silencing circKIF4A greatly affected glucose uptake and lactate production in breast cancer cells. miR-335 can be sponged by circKIF4A, which affected the expression of ALDOA/OCT4 protein and regulated HK2/PKM2 expression. Conclusions This study demonstrated that the circKIF4A-miR-335-OCT4/ALDOA-HK2/PKM2 axis is critical to breast cancer metabolic reprogramming, indicating that this axis could be a novel therapeutic target for the treatment of liver metastasis of breast cancer.
Collapse
|
13
|
Wu G, Zhou J, Zhu X, Tang X, Liu J, Zhou Q, Chen Z, Liu T, Wang W, Xiao X, Wu T. Integrative analysis of expression, prognostic significance and immune infiltration of RFC family genes in human sarcoma. Aging (Albany NY) 2022; 14:3705-3719. [PMID: 35483337 PMCID: PMC9085243 DOI: 10.18632/aging.204039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 04/13/2022] [Indexed: 11/25/2022]
Abstract
Objective: To reveal the expression and prognostic value of replication factor C family genes (RFCs) in patients with sarcoma. Results: The results showed that the mRNA expression levels of RFC2, RFC3, RFC4, and RFC5 were increased in sarcoma tissues. In addition, Cancer Cell Line Encyclopedia (CCLE) dataset analysis indicated that RFC1, RFC2, RFC3, RFC4, and RFC5 were elevated expressed in sarcoma cell lines. Moreover, Gene Expression Profiling Interactive Analysis (GEPIA) and Kaplan-Meier Plotter showed that highly expressed RFC2-5 were associated with poor overall survival (OS) or relapse-free survival (RFS) in sarcoma patients. The results of the Tumor Immune Estimation Resource (TIMER) database indicated that the expression of RFCs was negatively correlated with the infiltration of CD4+ T cells and macrophages. Conclusions: There were significant differences in the expression of RFCs between normal tissue and sarcoma tissue, and RFC2, RFC3, RFC4, and RFC5 might be promising prognostic biomarkers for sarcoma. Methods: The expression of RFCs was analyzed using the ONCOMINE dataset and GEPIA dataset. CCLE dataset was used to assess the expression of RFCs in the cancer cell line. The prognostic value of RFCs was evaluated by GEPIA and Kaplan-Meier analysis. Furthermore, the association between RFCs and their co-expressed genes were explored via ONCOMINE and GEPIA datasets. We used the TIMER dataset to analyze the immune cell infiltration of RFCs in sarcoma.
Collapse
Affiliation(s)
- Gen Wu
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China.,Clinical Medicine Eight-Year Program, 02 Class, 2014 Grade, Central South University, Changsha 410013, Hunan Province, China
| | - Jian Zhou
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Xi Zhu
- Department of Internal Medicine III, University Hospital, Ludwig Maximilian University, Munich 81377, Germany
| | - Xianzhe Tang
- Department of Orthopedics, Chenzhou No.1 People's Hospital, Chenzhou 423000, Hunan, China
| | - Jie Liu
- Department of Cardiology, The Fourth Hospital of Changsha, Changsha 410006, Hunan, China
| | - Qiong Zhou
- Department of Cardiology, The Fourth Hospital of Changsha, Changsha 410006, Hunan, China
| | - Ziyuan Chen
- Department of Orthopedics, The First People's Hospital of Changde City, Changde 415003, Hunan, China
| | - Tang Liu
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Wanchun Wang
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Xungang Xiao
- Department of Orthopedics, Chenzhou No.1 People's Hospital, Chenzhou 423000, Hunan, China
| | - Tong Wu
- Department of Emergency, The First Hospital of Changsha, Changsha 410005, Hunan, China
| |
Collapse
|
14
|
Chen PC, Lee YC, Su YC, Lee CH, Chen JH, Chen CY. Does hepatectomy improve outcomes of breast cancer with liver metastasis? A nationwide analysis of real-world data in Taiwan. PLoS One 2022; 17:e0266960. [PMID: 35446891 PMCID: PMC9022801 DOI: 10.1371/journal.pone.0266960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/30/2022] [Indexed: 12/02/2022] Open
Abstract
Background Liver metastases from breast cancer are associated with poor prognosis, and treatment options are usually restricted to palliative systemic therapy. The impact of liver resection on metastasis remains controversial. The aim of this study is to investigate whether liver resection can offer better survival outcomes in cases of isolated liver metastases from breast cancer. Methods We conducted a nationwide cohort study using a claims dataset from Taiwan’s National Health Insurance Research Database (NHIRD). We identified all patients with breast cancer (diagnostic code ICD-9: 174.x) from the Registry for Catastrophic Illness Patient Database (RCIPD) of the NHIRD who underwent mastectomy between January 1, 2000, and December 31, 2008. Patients with other malignancies (history, initially, or during follow-up), those with a history of metastasis prior to or at initial admission for mastectomy, and those without liver metastases were excluded. Patients with other metastases between mastectomy and liver metastasis and those who died at first admission for liver resection were also excluded. All patients were followed up until December 31, 2013, or withdraw from the database because of death. Results Data were analyzed for 1,116 patients who fulfilled the inclusion criteria (resection group: 89; non-resection group: 1,027). There were no differences in age, Charlson Comorbidity Index, or major coexisting diseases except renal disease between two groups. Kaplan–Meier analysis demonstrated that the liver resection group had significantly better overall survival (OS) than the non-resection group. (1-year: 96.6% vs. 52.3%, 2-year: 86.8% vs. 35.4%, 3-year: 72.3% vs. 25.2%, 5-year: 51.6% vs. 16.9%, respectively, p<0.001). Cox analysis revealed that the liver resection group exhibited a significant improvement in patient survival (hazard ratio [HR] = 0.321, 95% confidence interval [CI]: 0.234–0.440, p<0.001). Conclusion These findings indicate that liver resection may offer better survival benefit in patients with breast cancer who develop new liver metastases post mastectomy.
Collapse
Affiliation(s)
- Pin-Chun Chen
- Division of Colon & Rectal Surgery, Department of Surgery, E-Da Hospital, Kaohsiung, Taiwan
- Division of General Surgery, E-Da Da-Chang Hospital, Kaohsiung, Taiwan
| | - Yuan-Chi Lee
- Division of General Surgery, E-Da Da-Chang Hospital, Kaohsiung, Taiwan
- Division of General Surgery, E-Da Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Yu-Chieh Su
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
- Division of Hematology-Oncology, E-Da Hospital, Kaohsiung, Taiwan
| | - Cheng-Hung Lee
- Department of General Surgery, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Jian-Han Chen
- Division of General Surgery, E-Da Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
- Bariatric and Metabolism International Surgery Center, E-Da Hospital, Kaohsiung, Taiwan
- * E-mail:
| | - Chung-Yen Chen
- Division of General Surgery, E-Da Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
- Bariatric and Metabolism International Surgery Center, E-Da Hospital, Kaohsiung, Taiwan
| |
Collapse
|
15
|
Asghari A, Wall K, Gill M, Vecchio ND, Allahbakhsh F, Wu J, Deng N, Zheng WJ, Wu H, Umetani M, Maroufy V. A novel group of genes that cause endocrine resistance in breast cancer identified by dynamic gene expression analysis. Oncotarget 2022; 13:600-613. [PMID: 35401937 PMCID: PMC8986262 DOI: 10.18632/oncotarget.28225] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/25/2022] [Indexed: 11/25/2022] Open
Abstract
Breast cancer (BC) is the most common type of cancer diagnosed in women. Among female cancer deaths, BC is the second leading cause of death worldwide. For estrogen receptor-positive (ER-positive) breast cancers, endocrine therapy is an effective therapeutic approach. However, in many cases, an ER-positive tumor becomes unresponsive to endocrine therapy, and tumor regrowth occurs after treatment. While some genetic mutations contribute to resistance in some patients, the underlying causes of resistance to endocrine therapy are mostly undetermined. In this study, we utilized a recently developed statistical approach to investigate the dynamic behavior of gene expression during the development of endocrine resistance and identified a novel group of genes whose time course expression significantly change during cell modelling of endocrine resistant BC development. Expression of a subset of these genes was also differentially expressed in microarray analysis of endocrine-resistant and endocrine-sensitive tumor samples. Surprisingly, a subset of those genes was also differentially genes expressed in triple-negative breast cancer (TNBC) as compared with ER-positive BC. The findings suggest shared genetic mechanisms may underlie the development of endocrine resistant BC and TNBC. Our findings identify 34 novel genes for further study as potential therapeutic targets for treatment of endocrine-resistant BC and TNBC.
Collapse
Affiliation(s)
- Arvand Asghari
- Center for Nuclear Receptors and Cell Signaling, Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA.,These authors contributed equally to this work
| | - Katherine Wall
- Department of Biostatistics and Data Science, School of Public Health, UTHealth, Houston, TX 77030, USA.,These authors contributed equally to this work
| | - Michael Gill
- Department of Biostatistics and Data Science, School of Public Health, UTHealth, Houston, TX 77030, USA
| | - Natascha Del Vecchio
- Chicago Center for HIV Elimination, University of Chicago, Chicago, IL 60637, USA
| | - Farnaz Allahbakhsh
- Center for Nuclear Receptors and Cell Signaling, Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - Jacky Wu
- Center for Nuclear Receptors and Cell Signaling, Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - Nan Deng
- Clinical Cancer Prevention Department, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - W Jim Zheng
- School of Biomedical Informatics, UTHealth, Houston, TX 77030, USA
| | - Hulin Wu
- Department of Biostatistics and Data Science, School of Public Health, UTHealth, Houston, TX 77030, USA
| | - Michihisa Umetani
- Center for Nuclear Receptors and Cell Signaling, Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA.,Health Research Institute, University of Houston, Houston, TX 77204, USA
| | - Vahed Maroufy
- Department of Biostatistics and Data Science, School of Public Health, UTHealth, Houston, TX 77030, USA
| |
Collapse
|
16
|
Xie N, Hu X, Tang Y, Tian C, He Y, Hu ZY, Hu C, Wang X, Liu X, Liu L, Xiao H, Peng W, Zhou H, Ouyang Q. Impact of surgical management of primary tumors in stage IV breast cancer patients: a retrospective observational study based on SEER database. BMJ Open 2022; 12:e054135. [PMID: 35105583 PMCID: PMC8808454 DOI: 10.1136/bmjopen-2021-054135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVES Although primary tumour surgery could prolong survival for patients with stage IV breast cancer, how to select candidates for primary tumour surgery is still a challenging problem for medical oncologists. DESIGN This study is a retrospective database study. SETTING AND PARTICIPANTS In this study, we aimed at evaluating the primary site surgery effect and select the beneficial subgroups. 13 618 patients with stage IV breast cancer, diagnosed between 2010 and 2015, were collected from SEER*Stat database. INTERVENTIONS Based on the local surgery at primary tumour site, patients were categorised into three groups: primary tumour surgery performed group, recommended for primary tumour surgery but refused (RBR) group and surgery not recommended (NR) group. PRIMARY AND SECONDARY OUTCOME MEASURES All-cause survival and breast cancer-specific survival (BCSS). RESULTS Univariate Cox regression analyses showed that, compared with surgery group, patients in non-surgery (RBR and NR) groups tend to be older, T4, N0/NX, triple-negative and visceral metastatic. For both all-cause survival and BCSS, non-surgery, advanced T stage, triple-negative BC (TNBC) and visceral metastases were significant risk factors. Primary tumour surgery showed benefits for both all-cause survival (HR=0.44, 95% CI=0.39-0.49, p<0.0001) and BCSS (HR=0.43, 95% CI=0.38-0.49, p<0.0001). However, after propensity score matching, primary tumour surgery failed to demonstrate significant benefits for TNBC (HR=0.96, 95% CI=0.60-1.53, p=0.851) and patients with visceral metastases (HR=0.90, 95% CI=0.60-1.36, p=0.62). CONCLUSION Surgery was associated with prolonged survival in stage IV breast cancers, but not in patients with TNBC and visceral metastases.
Collapse
Affiliation(s)
- Ning Xie
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Xiaobo Hu
- Department of Breast Cancer Surgical Oncology, Hunan Cancer Hospital, Changsha, China
| | - Yu Tang
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Can Tian
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Ying He
- Department of Breast Cancer Surgical Oncology, Hunan Cancer Hospital, Changsha, China
| | - Zhe-Yu Hu
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Chongyu Hu
- Department of Neurology, Hunan Provincial People's Hospital, Changsha, China
| | | | - Xiangyan Liu
- Xiangya Hospital of Central South University, Changsha, China
- Clinical Research Center for Breast Cancer Control and Prevention in Hunan Province, Changsha, China
| | - Liping Liu
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Huawu Xiao
- Hunan Cancer Hospital, Central South University, Changsha, China
| | - Wei Peng
- Department of Breast Cancer Surgical Oncology, Hunan Cancer Hospital, Changsha, China
| | - Haoyu Zhou
- College of Information and Intelligence, Hunan Agricultural University, Changsha, China
| | - Quchang Ouyang
- Hunan Cancer Hospital, Central South University, Changsha, China
| |
Collapse
|
17
|
Wang Z, Yang L, Wu P, Li X, Tang Y, Ou X, Zhang Y, Xiao X, Wang J, Tang H. The circROBO1/KLF5/FUS feedback loop regulates the liver metastasis of breast cancer by inhibiting the selective autophagy of afadin. Mol Cancer 2022; 21:29. [PMID: 35073911 PMCID: PMC8785480 DOI: 10.1186/s12943-022-01498-9] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 01/03/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Metastasis causes the majority of cancer-related deaths worldwide. Increasing studies have revealed that circRNAs are associated with the carcinogenesis and metastasis of many cancers. Nevertheless, the biological mechanisms of circRNAs in breast cancer (BC) liver metastasis remain extremely ambiguous. METHODS In this study, we identified circROBO1 from three pairs of primary BC and metastatic liver sites by RNA sequencing. FISH assays and RT-qPCR were conducted to validate the existence and expression of circROBO1. The oncogenic role of circROBO1 was demonstrated both in vitro and in vivo. Western blot, ChIP, RIP, RNA pull-down, and dual-luciferase reporter assays were used to confirm the interaction of the feedback loop among circROBO1, miR-217-5p, KLF5, and FUS. Meanwhile, the regulation of selective autophagy was investigated by immunofluorescence, CoIP, and western blot. RESULTS In this study, upregulated expression of circROBO1 was found in BC-derived liver metastases and was correlated with poor prognosis. Knockdown of circROBO1 strikingly inhibited the proliferation, migration, and invasion of BC cells, whereas overexpression of circROBO1 showed the opposite effects. Moreover, overexpression of circROBO1 promoted tumor growth and liver metastasis in vivo. Further research revealed that circROBO1 could upregulate KLF5 by sponging miR-217-5p, allowing KLF5 to activate the transcription of FUS, which would promote the back splicing of circROBO1. Therefore, a positive feedback loop comprising circROBO1/KLF5/FUS was formed. More importantly, we found that circROBO1 inhibited selective autophagy of afadin by upregulating KLF5. CONCLUSIONS Our results demonstrated that circROBO1 facilitates the carcinogenesis and liver metastasis of BC through the circROBO1/KLF5/FUS feedback loop, which inhibits the selective autophagy of afadin by suppressing the transcription of BECN1. Therefore, circROBO1 could be used not only as a potential prognostic marker but also as a therapeutic target in BC.
Collapse
Affiliation(s)
- Zehao Wang
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Lu Yang
- Department of Radiotherapy, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Peng Wu
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Xing Li
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Yuhui Tang
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Xueqi Ou
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Yue Zhang
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Xiangsheng Xiao
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China.
| | - Jin Wang
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China.
| | - Hailin Tang
- Department of Breast Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China.
| |
Collapse
|
18
|
Zhang J, Bai S, Zhang X, Yan Y, Kang H, Li G, Feng Z, Ma W, Sun H, Ren J. Clinical Study of 2 Radiotherapy Techniques for Semi-Hepatic Alternating Radiotherapy on Diffuse Liver Metastasis in Patients with Breast Cancer. Technol Cancer Res Treat 2021; 20:15330338211051808. [PMID: 34913767 PMCID: PMC8761890 DOI: 10.1177/15330338211051808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Objective: To compare the effects of 2 techniques of semi-hepatic
alternating radiotherapy on diffuse hepatic metastasis in patients with breast
cancer. Methodology: A total of 68 breast cancer patients with
diffuse liver metastasis were randomly divided into Group A (semi-hepatic
alternating radiotherapy) and Group B (semi-hepatic sequential radiotherapy). In
Group A (semi-hepatic sequential radiotherapy), the liver was divided into the
first semi-liver and second semi-liver and alternatively treated with
semi-hepatic intensity-modulated radiation therapy (IMRT). The interval between
the 2 instances of semi-hepatic radiotherapy was 6 h. The average radiotherapy
dose to the semi-livers was both 2 Gy/fraction, once a day, 5 times per week,
with a total dose of 30 Gy for 15 days. The total radiation therapy time in
Group A was 15 days in Group B (semi-hepatic sequential radiotherapy), the
livers were divided into the first semi-liver and second semi-liver and treated
with semi-hepatic sequential IMRT, The first semi-liver was first treated in the
initial stage of radiation therapy, the average radiotherapy dose to the
semi-liver was 2 Gy/fraction, once a day, 5 times per week, with a total dose of
30 Gy for 15 days. The second semi-liver was treated next in the second stage of
radiation therapy, the average radiotherapy dose to the semi-liver was
2 Gy/fraction, once a day, 5 times per week, with a total dose of 30 Gy for 15
days. The total radiation therapy time in group B was 30 days.
Results: The objective response rate (complete
response + partial response) of Group A and Group B were 50.0% and 48.5%,
respectively (p = .903). The median survival time after
metastasis (median survival of recurrence) of Group A and Group B was 16.7
months and 16.2 months, respectively (p = .411). The cumulative
survival rates of 6 months, 1 year, 2 years, and 3 years of Group A and Group B
were 90.6% (29 of 32) and 84.8% (28 of 33) (p = .478), 65.6%
(21 of 32) and 60.6% (20 of 33) (p = .675), 31.2% (10 of 32)
and 27.3% (9 of 33) (p = .725), and 15.6% (5 of 32) and 0 (0 of
33) (p = .018), respectively. The differences between the 2
groups showed no statistical significance in terms of cumulative survival rates
in 1 year, 2 years, however, the 3-year survival rate was significantly
different. The main toxic reactions were digestive tract reactions, abnormal
liver functions, and myelosuppression. The incidence of I to II degree
gastrointestinal reactions was 78.13% (25 of 32) in Group A and 72.73% (24 of
33) in Group B (p = .614). The incidence of I to II abnormal
liver function was 53.13% (17 of 32) in Group A and 48.48% (16 of 33) in Group B
(p = .708). The differences between the 2 groups showed no
statistical significance. The incidence of I to II myelosuppression was 59.38%
(19 of 32) in Group A and 51.52% (17 of 33) in Group B
(p = .524), respectively. The differences between the 2 groups
showed no statistical significance in terms of adverse effects.
Conclusion: Semi-hepatic alternating IMRT was an effective
palliative treatment for diffuse liver metastasis in patients with breast
cancer. Semi-hepatic alternating radiotherapy showed a trend of prolonged
survival time when compared with semi-hepatic sequential radiotherapy. Compared
with the former, the latter showed a trend of lower incidences of side effects
without any statistical differences. Moreover, the side effects from the 2
radiotherapy techniques can be controlled through appropriate management, which
is worthy of further exploration and applications.
Collapse
Affiliation(s)
- Jiangzhou Zhang
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Shuheng Bai
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Xingzhou Zhang
- Oncology Department, Wuhan Chinese Medicine Hospital, Wuhan, Hubei Province, China
| | - Yanli Yan
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Haojing Kang
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China.,Department of Chemotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Guangzu Li
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Zhaode Feng
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Wen Ma
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Hong Sun
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Juan Ren
- Department of Radiotherapy, Oncology Department, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| |
Collapse
|
19
|
MiR-133a-3p overexpression-induced elevation of cisplatin-mediated chemosensitivity to non-small cell lung cancer by targeting replication factor C3. Process Biochem 2021. [DOI: 10.1016/j.procbio.2021.10.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
20
|
CTI-2 Inhibits Metastasis and Epithelial-Mesenchymal Transition of Breast Cancer Cells by Modulating MAPK Signaling Pathway. Int J Mol Sci 2021; 22:ijms222212229. [PMID: 34830111 PMCID: PMC8622910 DOI: 10.3390/ijms222212229] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 10/26/2021] [Accepted: 10/29/2021] [Indexed: 02/07/2023] Open
Abstract
Although some breast cancer patients die due to tumor metastasis rather than from the primary tumor, the molecular mechanism of metastasis remains unclear. Therefore, it is necessary to inhibit breast cancer metastasis during cancer treatment. In this case, after designing and synthesizing CTI-2, we found that CTI-2 treatment significantly reduced breast cancer cell metastasis in vivo and in vitro. Notably, with the treatment of CTI-2 in breast cancer cells, the expression level of E-cadherin increased, while the expression level of N-cadherin and vimentin decreased. In addition, after CTI-2 treatment, those outflow levels for p-ERK, p-p38, and p-JNK diminished, while no significant changes in the expression levels of ERK, JNK, or p38 were observed. Our conclusion suggested that CTI-2 inhibits the epithelial-mesenchymal transition (EMT) of breast carcinoma cells by inhibiting the activation of the mitogen-activated protein kinase (MAPK) signaling pathway, thereby inhibiting the metastasis of breast tumor cells. Therefore, we believe that CTI-2 is another candidate for breast tumor medication.
Collapse
|
21
|
Shi HB, Qiang WG, Zhu WL, Yuan Y, Wang JJ, Zhao JM, Hu WW. Hepatic Artery Infusion Pump Combined With Systemic Chemotherapy for Patients With Liver Metastases From Breast Carcinoma. Technol Cancer Res Treat 2021; 20:15330338211051552. [PMID: 34657511 PMCID: PMC8524696 DOI: 10.1177/15330338211051552] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background: When liver metastasis in patients with breast cancer is
diagnosed, treatment is generally palliative and usually consists of systemic
therapies only. This study aimed to evaluate the efficacy and safety of hepatic
arterial infusion (HAI) combined with systemic chemotherapy in patients with
breast carcinoma liver metastases (BCLM). Methods: From January
2012 to December 2019, HAI catheter systems were implanted under the guide of
digital subtract angiography (DSA) in 19 patients with BCLM. All patients
received systemic chemotherapy and HAI gemcitabine plus floxuridine (FUDR).
Methods: The overall response rate (ORR) of intrahepatic
lesions was 73.7%, including 2 patients (10.5%) with complete remission (CR) and
12 patients (63.2%) with partial remission (PR). Additionally, we found that
young patients (age < 55 years) had a higher ORR than the older (100%
vs 44.4%, P = .011). The median overall
survival (mOS) was 13.1 months. Kaplan-Meier survival curves demonstrated that
the mOS was not significantly different between patients with < 9
intrahepatic lesions and those with ≥ 9 lesions (13.7 months vs 10.9 months,
P = .225). The mOS was 14.3 and 10.6 months for patients
without extrahepatic metastases and with extrahepatic metastases, respectively
(P = .016). None of the patients had grade 4 toxicity. The
grade 3 toxicities included leucopenia, neutropenia and diarrhea.
Conclusions: HAI gemcitabine plus FUDR combined with systemic
chemotherapy is effective in achieving a high local response and prolonging mOS
for patients with BCLM and is associated with a relatively low rate of
toxicity.
Collapse
Affiliation(s)
- Hong-Bing Shi
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Wei-Guang Qiang
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Wei-Liang Zhu
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Ye Yuan
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Jun-Jun Wang
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Jie-Min Zhao
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| | - Wen-Wei Hu
- 117850The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
| |
Collapse
|
22
|
Piran M, Sepahi N, Moattari A, Rahimi A, Ghanbariasad A. Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets. Front Oncol 2021; 11:597536. [PMID: 34249670 PMCID: PMC8263939 DOI: 10.3389/fonc.2021.597536] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 05/31/2021] [Indexed: 12/23/2022] Open
Abstract
Colorectal cancer (CRC) is one of the major causes of cancer deaths across the world. Patients' survival at time of diagnosis depends mainly on stage of the tumor. Therefore, understanding the molecular mechanisms from low-grade to high-grade stages of cancer that lead to cellular migration from one tissue/organ to another tissue/organ is essential for implementing therapeutic approaches. To this end, we performed a unique meta-analysis flowchart by identifying differentially expressed genes (DEGs) between normal, primary (primary sites), and metastatic samples (Colorectal metastatic lesions in liver and lung) in some Test datasets. DEGs were employed to construct a protein-protein interaction (PPI) network. A smaller network containing 39 DEGs was then extracted from the PPI network whose nodes expression induction or suppression alone or in combination with each other would inhibit tumor progression or metastasis. These DEGs were then verified by gene expression profiling, survival analysis, and multiple Validation datasets. We suggested for the first time that downregulation of mitochondrial genes, including ETHE1, SQOR, TST, and GPX3, would help colorectal cancer cells to produce more energy under hypoxic conditions through mechanisms that are different from "Warburg Effect". Augmentation of given antioxidants and repression of P4HA1 and COL1A2 genes could be a choice of CRC treatment. Moreover, promoting active GSK-3β together with expression control of EIF2B would prevent EMT. We also proposed that OAS1 expression enhancement can induce the anti-cancer effects of interferon-gamma, while suppression of CTSH hinders formation of focal adhesions. ATF5 expression suppression sensitizes cancer cells to anchorage-dependent death signals, while LGALS4 induction recovers cell-cell junctions. These inhibitions and inductions would be another combinatory mechanism that inhibits EMT and cell migration. Furthermore, expression inhibition of TMPO, TOP2A, RFC3, GINS1, and CKS2 genes could prevent tumor growth. Besides, TRIB3 suppression would be a promising target for anti-angiogenic therapy. SORD is a poorly studied enzyme in cancer, found to be upregulated in CRC. Finally, TMEM131 and DARS genes were identified in this study whose roles have never been interrogated in any kind of cancer, neither as a biomarker nor curative target. All the mentioned mechanisms must be further validated by experimental wet-lab techniques.
Collapse
Affiliation(s)
- Mehran Piran
- Department of Anatomy and Developmental Biology, Monash University, Melbourne, VIC, Australia
- Department of Bacteriology and Virology, Medical School, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Neda Sepahi
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran
| | - Afagh Moattari
- Department of Bacteriology and Virology, Medical School, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Amir Rahimi
- Bioinformatics and Computational Biology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ali Ghanbariasad
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa, Iran
| |
Collapse
|
23
|
Qiu X, Tan G, Wen H, Lian L, Xiao S. Forkhead box O1 targeting replication factor C subunit 2 expression promotes glioma temozolomide resistance and survival. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:692. [PMID: 33987390 PMCID: PMC8105996 DOI: 10.21037/atm-21-1523] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Additional mechanisms of temozolomide (TMZ) resistance in gliomas remain uncertain. The aim of this study was to identify another DNA repair mechanism involving forkhead box O1 (FoxO1) and replicator C2 (RFC2) in gliomas. Methods We established glioma cells against TMZ, U87R, by exposure to TMZ. Proliferation rate Cell counting kit-8 (CCK8) was used, and epithelial-mesenchymal transition (EMT)-related markers were detected by western blot. The association between FoxO1 and RFC2 was analyzed by heat maps and scatter plot, and Real-time reverse transcription polymerase chain reaction (qRT-PCR) and Western blot were used to detect the effect of FoxO1 on the expression of RFC2. The regulation effect of FoxO1 on RFC2 expression was analyzed by luciferase reporter gene assay. Knockdown of FoxO1/RFC2 was achieved via short hairpin RNA (shRNA), the effect of knockdown on the proliferation was determined by CCK8 assay and colony formation assay, and apoptosis was examined by flow cytometry and immunoblotting. Results The TMZ-resistant glioma cell line, U87R, was established. The FoxO1 and RFC2 proteins increased significantly in U87R. The expression of FoxO1 and RFC2 were positively related in glioma tissues. We found that FoxO1 contributes to TMZ resistance and cell survival via regulating the expression of RFC2. Moreover, FoxO1 functions as a transcriptional activator to RFC2 by binding to the promoter of RFC2. Furthermore, knockdown of FoxO1/RFC2 suppressed cell proliferation, TMZ resistance, and induced apoptosis in U87R. Conclusions The FoxO1/RFC2 signaling pathway promotes glioma cell proliferation and TMZ resistance, suggesting that the FoxO1/RFC2 pathway may be a potential target for TMZ-resistant glioma therapy.
Collapse
Affiliation(s)
- Xingsheng Qiu
- Department of Radiation Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Guifeng Tan
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hao Wen
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lian Lian
- Department of Oncology, Suzhou Xiangcheng People's Hospital, Suzhou, China
| | - Songhua Xiao
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
24
|
Deng J, Zhong F, Gu W, Qiu F. Exploration of Prognostic Biomarkers among Replication Factor C Family in the Hepatocellular Carcinoma. Evol Bioinform Online 2021; 17:1176934321994109. [PMID: 33628006 PMCID: PMC7885030 DOI: 10.1177/1176934321994109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/19/2021] [Indexed: 01/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the common cancers with a high incidence and mortality. The human replication factor C (RFC) family contains 5 subunits that play an important role in DNA replication and DNA damage repair. RFCs are abnormally expressed in a variety of cancers; some of them are differentially expressed in HCC tissues and related to tumor growth. However, the expression, prognostic value, and effect targets of the whole RFC family in HCC are still unclear. To address these issues, we performed a multidimensional analysis of RFCs in HCC patients by Oncomine, UALCAN, GEPIA, Human protein atlas, Kaplan-Meier plotter, cBioPortal, GeneMANIA, String, and LinkedOmics. mRNA expression of RFCs was significantly increased in HCC tissues. There was a significant correlation between the expression of RFC2/3/4/5 and tumor stage of HCC patients. Besides, high mRNA expression of RFC2/4 was associated with worse overall survival (OS). Moreover, genetic alterations of RFCs were associated with worse OS in HCC patients. We found that genes co-expressed with RFC2/4 were mainly involved in biological processes, such as chromosome segregation, mitotic cell cycle phase transition, and telomere organization and they activated the cell cycle and spliceosome pathways. The gene set is mainly enriched in cancer-related kinases AURKA, ATR, CDK1, PLK1, and CHEK1. E2F family members were the key transcription factors for RFCs. Our results suggest that differentially expressed RFC2 and RFC4 are potential prognostic biomarkers in HCC and may act on E2F transcription factors and some kinase targets to dysregulate the cell cycle pathway. These efforts may provide new research directions for prognostic biomarkers and therapeutic targets in HCC.
Collapse
Affiliation(s)
- Jianxiong Deng
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, P.R. China
| | - Fangyan Zhong
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, P.R. China
| | - Weiguo Gu
- Department of Pathology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, P.R. China
| | - Feng Qiu
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, P.R. China
| |
Collapse
|
25
|
Shrestha R, Llaurado Fernandez M, Dawson A, Hoenisch J, Volik S, Lin YY, Anderson S, Kim H, Haegert AM, Colborne S, Wong NKY, McConeghy B, Bell RH, Brahmbhatt S, Lee CH, DiMattia GE, Le Bihan S, Morin GB, Collins CC, Carey MS. Multiomics Characterization of Low-Grade Serous Ovarian Carcinoma Identifies Potential Biomarkers of MEK Inhibitor Sensitivity and Therapeutic Vulnerability. Cancer Res 2021; 81:1681-1694. [PMID: 33441310 DOI: 10.1158/0008-5472.can-20-2222] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/12/2020] [Accepted: 01/11/2021] [Indexed: 11/16/2022]
Abstract
Low-grade serous ovarian carcinoma (LGSOC) is a rare tumor subtype with high case fatality rates in patients with metastatic disease. There is a pressing need to develop effective treatments using newly available preclinical models for therapeutic discovery and drug evaluation. Here, we use multiomics integration of whole-exome sequencing, RNA sequencing, and mass spectrometry-based proteomics on 14 LGSOC cell lines to elucidate novel biomarkers and therapeutic vulnerabilities. Comparison of LGSOC cell line data with LGSOC tumor data enabled predictive biomarker identification of MEK inhibitor (MEKi) efficacy, with KRAS mutations found exclusively in MEKi-sensitive cell lines and NRAS mutations found mostly in MEKi-resistant cell lines. Distinct patterns of Catalogue of Somatic Mutations in Cancer mutational signatures were identified in MEKi-sensitive and MEKi-resistant cell lines. Deletions of CDKN2A/B and MTAP genes were more frequent in cell lines than tumor samples and possibly represent key driver events in the absence of KRAS/NRAS/BRAF mutations. These LGSOC cell lines were representative models of the molecular aberrations found in LGSOC tumors. For prediction of in vitro MEKi efficacy, proteomic data provided better discrimination than gene expression data. Condensin, minichromosome maintenance, and replication factor C protein complexes were identified as potential treatment targets in MEKi-resistant cell lines. This study suggests that CDKN2A/B or MTAP deficiency may be exploited using synthetically lethal treatment strategies, highlighting the importance of using proteomic data as a tool for molecular drug prediction. Multiomics approaches are crucial to improving our understanding of the molecular underpinnings of LGSOC and applying this information to develop new therapies. SIGNIFICANCE: These findings highlight the utility of global multiomics to characterize LGSOC cell lines as research models, to determine biomarkers of MEKi resistance, and to identify potential novel therapeutic targets.
Collapse
Affiliation(s)
- Raunak Shrestha
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada.,Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Radiation Oncology, University of California San Francisco, San Francisco, California
| | - Marta Llaurado Fernandez
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amy Dawson
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Joshua Hoenisch
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stanislav Volik
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada
| | - Yen-Yi Lin
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada.,Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Shawn Anderson
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada
| | - Hannah Kim
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Anne M Haegert
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada
| | - Shane Colborne
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Nelson K Y Wong
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology & Laboratory Medicine, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Brian McConeghy
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada
| | - Robert H Bell
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada
| | | | - Cheng-Han Lee
- Department of Pathology & Laboratory Medicine, BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Gabriel E DiMattia
- Translational Ovarian Cancer Research Program, London Health Science Centre, London, Ontario, Canada
| | | | - Gregg B Morin
- Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, British Columbia, Canada.,Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Colin C Collins
- Vancouver Prostate Centre, Vancouver, British Columbia, Canada. .,Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mark S Carey
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, British Columbia, Canada.
| |
Collapse
|
26
|
Chen Y, Guan Y, Wang J, Ma F, Luo Y, Chen S, Zhang P, Li Q, Cai R, Li Q, Mo H, Fan Y, Zhao W, Xu B. Comparison of capecitabine-based regimens with platinum-based regimens in Chinese triple-negative breast cancer patients with liver metastasis. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:109. [PMID: 33569411 PMCID: PMC7867954 DOI: 10.21037/atm-20-4590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Capecitabine-based chemotherapy (CBC) presents potential value in patients with liver metastasis; platinum-based chemotherapy (PBC) has shown promising benefit in patients with triple-negative breast cancer (TNBC). For TNBC patients with liver metastasis, which treatment strategy is better remains to be further studied. The aim of this study was to report the first real-world data evaluating the efficacy and safety of PBC versus CBC in the first-line treatment in Chinese TNBC patients with liver metastasis. Methods TNBC patients with liver metastasis pretreated with anthracyclines/taxanes in 4 institutions of China between January 2010 and December 2019 were included. Objective response rate (ORR), overall survival, treatment pattern, and toxicity profile were assessed between PBC and CBC groups. Results A total of 59 TNBC patients with liver metastasis were identified. Among these, 33 were treated with PBC and 26 were treated with CBC. The ORR was higher in the CBC group than in the PBC group (57.7% versus 30.3%, P=0.035). Median overall survival was also greatly improved (19.2 versus 14.4 months, P=0.041). Docetaxel/cisplatin was more likely to be used for PBC, and paclitaxel/capecitabine was the main regimen for CBC. Multivariable Cox regression analysis indicated that CBC was an independent predictor for overall survival after adjustment for baseline factors including age, tumor size, nodal status, prior anthracyclines/taxanes use, and tumor grade (odds ratio =0.51; 95% confidence interval, 0.27-0.98; P=0.042). Adverse events were not different except gastrointestinal tract toxicities, hand-foot syndrome and hematologic toxicity. Conclusions For TNBC patients with liver metastasis, capecitabin-based chemotherapy might be more suitable than the platinum-based regimen in the first-line treatment, as measured by objective response rate and overall survival. Further large-scale studies are warranted.
Collapse
Affiliation(s)
- Yimeng Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yin Guan
- Department of Medical Oncology, Beijing Chao-Yang Hospital, Beijing, China
| | - Jiayu Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fei Ma
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yang Luo
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shanshan Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Pin Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qing Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ruigang Cai
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Medical Oncology, Beijing Sanhuan Cancer Hospital, Beijing, China
| | - Qiao Li
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hongnan Mo
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ying Fan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weihong Zhao
- Department of Medical Oncology, Chinese PLA General Hospital, Beijing, China
| | - Binghe Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| |
Collapse
|
27
|
Lin K, Zhu X, Luo C, Bu F, Zhu J, Zhu Z. Data mining combined with experiments to validate CEP55 as a prognostic biomarker in colorectal cancer. IMMUNITY INFLAMMATION AND DISEASE 2020; 9:167-182. [PMID: 33190424 PMCID: PMC7860595 DOI: 10.1002/iid3.375] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 10/29/2020] [Accepted: 11/02/2020] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Colorectal cancer (CRC) is a common tumor with high morbidity and mortality. Current specific diagnosis regarding CRC remains complicated and costly, and specific diagnostic biomarkers are lacking. METHODS To find potential diagnostic and prognostic biomarkers for CRC, we screened and analyzed many CRC sequencing data by The Cancer Genome Atlas Program and Gene Expression Omnibus, and validated that CEP55 may be a potential diagnostic biomarker for CRC by molecular cytological experiments and immunohistochemistry, among others. RESULTS We found that CEP55 is upregulated in CRC tissues and tumor cells and can promote CRC proliferation and metastasis by activating the p53/p21 axis and that CEP55 mutations in tumor patients result in worse overall survival and disease-free survival time. Besides, we also found that genes, such as CDK1, CCNB1, NEK2, KIF14, CDCA5, and RFC3 were upregulated in tumors, and their mutations would affect the prognosis of CRC patients, but these results await for more experimental evidence. CONCLUSION Our study validates CEP55 as a potential diagnostic and prognostic biomarker for CRC, and we also provide multiple genes and potential molecular mechanisms that may serve as diagnostic and prognostic markers for CRC.
Collapse
Affiliation(s)
- Kang Lin
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Xiaojian Zhu
- The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Chen Luo
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Fanqin Bu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Jinfeng Zhu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Zhengming Zhu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| |
Collapse
|
28
|
Otálora-Otálora BA, Florez M, López-Kleine L, Canas Arboleda A, Grajales Urrego DM, Rojas A. Joint Transcriptomic Analysis of Lung Cancer and Other Lung Diseases. Front Genet 2019; 10:1260. [PMID: 31867044 PMCID: PMC6908522 DOI: 10.3389/fgene.2019.01260] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 11/14/2019] [Indexed: 12/09/2022] Open
Abstract
Background: Epidemiological and clinical evidence points cancer comorbidity with pulmonary chronic disease. The acquisition of some hallmarks of cancer by cells affected with lung pathologies as a cell adaptive mechanism to a shear stress, suggests that could be associated with the establishment of tumoral processes. Objective: To propose a bioinformatic pipeline for the identification of all deregulated genes and the transcriptional regulators (TFs) that are coexpressed during lung cancer establishment, and therefore could be important for the acquisition of the hallmarks of cancer. Methods: Ten microarray datasets (six of lung cancer, four of lung diseases) comparing normal and diseases-related lung tissue were selected to identify hub differentiated expressed genes (DEGs) in common between lung pathologies and lung cancer, along with transcriptional regulators through the utilization of specialized libraries from R language. DAVID bioinformatics tool for gene enrichment analyses was used to identify genes with experimental evidence associated to tumoral processes and signaling pathways. Coexpression networks of DEGs and TFs in lung cancer establishment were created with Coexnet library, and a survival analysis of the main hub genes was made. Results: Two hundred ten DEGs were identified in common between lung cancer and other lung diseases related to the acquisition of tumoral characteristics, which are coexpressed in a lung cancer network with TFs, suggesting that could be related to the establishment of the tumoral pathology in lung. The comparison of the coexpression networks of lung cancer and other lung diseases allowed the identification of common connectivity patterns (CCPs) with DEGs and TFs correlated to important tumoral processes and signaling pathways, that haven´t been studied to experimentally validate their role in the early stages of lung cancer. Some of the TFs identified showed a correlation between its expression levels and the survival of lung cancer patients. Conclusion: Our findings indicate that lung diseases share genes with lung cancer which are coexpressed in lung cancer, and might be able to explain the epidemiological observations that point to direct and inverse comorbid associations between some chronic lung diseases and lung cancer and represent a complex transcriptomic scenario.
Collapse
Affiliation(s)
| | - Mauro Florez
- Departamento de Estadística, Grupo de Investigación en Bioinformática y Biología de sistemas – GiBBS, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Liliana López-Kleine
- Departamento de Estadística, Grupo de Investigación en Bioinformática y Biología de sistemas – GiBBS, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia
| | | | | | - Adriana Rojas
- Instituto de Genética Humana, Facultad de Medicina, Pontificia Universidad Javeriana, Bogotá, Colombia
| |
Collapse
|
29
|
Gong S, Qu X, Yang S, Zhou S, Li P, Zhang Q. RFC3 induces epithelial‑mesenchymal transition in lung adenocarcinoma cells through the Wnt/β‑catenin pathway and possesses prognostic value in lung adenocarcinoma. Int J Mol Med 2019; 44:2276-2288. [PMID: 31661124 PMCID: PMC6844605 DOI: 10.3892/ijmm.2019.4386] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 09/27/2019] [Indexed: 12/22/2022] Open
Abstract
Lung cancer is a malignant tumor responsible for the highest mortality rate in humans. The identification of novel functional genes is of great importance in the treatment of lung cancer. The reported roles of replication factor C subunit 3 (RFC3) in tumorigenesis are contradictory. The present study aimed to explore the role and mechanism of RFC3 in lung cancer cells. An immunohistochemical study of 165 lung cancer and adjacent tissues was conducted (123 lung adenocarcinoma tissues and 42 lung squamous cell carcinoma tissues). Kaplan-Meier analysis and Cox multivariate analysis were employed to explore the relationship between RFC3 and patient prognosis. In addition, the proliferation, cell cycle distribution and apoptosis of A549 and H1299 cells were determined by MTT assay and flow cytometry, respectively, following cell transfection to induce overexpression and knockdown of RFC3. A Boyden chamber assay and wound-healing assay were conducted to determine the invasive and migratory abilities of A549 and H1299 cells. Western blotting was used to analyze the effects of RFC3 overexpression and RFC3 small interfering RNA-induced knockdown, and to explore the potential mechanism and pathway underlying the effects of RFC3. Positive expression of RFC3 was detected in lung adenocarcinoma, and overexpression of RFC3 shortened the survival time of patients with lung adenocarcinoma. Furthermore, overexpression of RFC3 increased the invasion and migration of A549 cells, whereas knockdown of RFC3 significantly reduced the invasion and migration of H1299 cells. Ectopic expression of RFC3 induced epithelial-mesenchymal transition (EMT), as determined by downregulation of E-cadherin, and upregulation of N-cadherin, vimentin and Wnt signaling target genes, including c-MYC, Wnt1 and β-catenin, and the ratio of phosphorylated-glycogen synthase kinase 3 (GSK3)-β (Ser9)/GSK3-β. In conclusion, RFC3 may be considered a coactivator that promotes the Wnt/β-catenin signaling pathway, and induces EMT and metastasis in lung adenocarcinoma.
Collapse
Affiliation(s)
- Shulei Gong
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| | - Xiaohan Qu
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| | - Shize Yang
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| | - Siyu Zhou
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| | - Peiwen Li
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| | - Qigang Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China
| |
Collapse
|
30
|
Feng L, Huang S, An G, Wang G, Gu S, Zhao X. Identification of new cancer stem cell markers and signaling pathways in HER‑2‑positive breast cancer by transcriptome sequencing. Int J Oncol 2019; 55:1003-1018. [PMID: 31545416 PMCID: PMC6776190 DOI: 10.3892/ijo.2019.4876] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 06/06/2019] [Indexed: 12/17/2022] Open
Abstract
Human epidermal growth factor receptor (HER)‑2‑positive breast cancer accounts for ~25% of all breast cancer cases, has a high propensity for relapse, metastasis and drug resistance, and is associated with a poor prognosis. Therefore, it is necessary to develop more effective therapeutic targets for the treatment of HER‑2‑positive breast cancer. CD44+/CD24‑/low is currently the most commonly used marker for breast cancer stem cells (CSCs), which are considered the main cause of drug resistance, relapse and metastasis. In the present study, the ratio of CD44+/CD24‑/low cells was almost zero in SK‑BR‑3 cells; however, it was >90% in MDA‑MB‑231 cells, as determined by flow cytometry. Since SK‑BR‑3 and MDA‑MB‑231 cells both exhibit a strong propensity for invasion and migration, it was hypothesized that there may be other markers of CSCs in SK‑BR‑3 cells. Therefore, transcriptome sequencing was performed for SK‑BR‑3 and MDA‑MB‑231 cells. It was observed that several leukocyte differentiation antigens and other CSC markers were significantly more highly expressed in SK‑BR‑3 cells. Furthermore, the expression of aldehyde dehydrogenase (ALDH)1A3, CD164 and epithelial cell adhesion molecule (EpCAM) was higher in SK‑BR‑3 cells compared with in other subtypes of breast cell lines, as determined by reverse transcription‑polymerase chain reaction and western blot analysis. In addition, the expression levels of ALDH1A3, ALDH3B2 and EpCAM were higher in HER‑2‑positive breast cancer compared with in paracancerous tissues and other subtypes of breast cancer, as determined by immunohistochemistry. The expression of β‑catenin in the Wnt signaling pathway was lower in SK‑BR‑3 cells compared with in MDA‑MB‑231 cells, which may be used as a prognostic indicator for breast cancer. These findings may help identify novel CSC markers and therapeutic targets for HER‑2‑positive breast cancer.
Collapse
Affiliation(s)
- Lu Feng
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Shangke Huang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Gaili An
- Department of Clinical Oncology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi 710068, P.R. China
| | - Guanying Wang
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Shanzhi Gu
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, P.R. China
| | - Xinhan Zhao
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| |
Collapse
|
31
|
Bale R, Putzer D, Schullian P. Local Treatment of Breast Cancer Liver Metastasis. Cancers (Basel) 2019; 11:cancers11091341. [PMID: 31514362 PMCID: PMC6770644 DOI: 10.3390/cancers11091341] [Citation(s) in RCA: 80] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 09/06/2019] [Accepted: 09/09/2019] [Indexed: 12/21/2022] Open
Abstract
Breast cancer represents a leading cause of death worldwide. Despite the advances in systemic therapies, the prognosis for patients with breast cancer liver metastasis (BCLM) remains poor. Especially in case of failure or cessation of systemic treatments, surgical resection for BCLMs has been considered as the treatment standard despite a lack of robust evidence of benefit. However, due to the extent and location of disease and physical condition, the number of patients with BCLM who are eligible for surgery is limited. Palliative locoregional treatments of liver metastases (LM) include transarterial embolization (TAE), transarterial chemoembolization (TACE), and selective internal radiotherapy (SIRT). Percutaneous thermal ablation methods, such as radiofrequency ablation (RFA) and microwave ablation (MWA), are considered potentially curative local treatment options. They are less invasive, less expensive and have fewer contraindications and complication rates than surgery. Because conventional ultrasound- and computed tomography-guided single-probe thermal ablation is limited by tumor size, multi-probe stereotactic radiofrequency ablation (SRFA) with intraoperative image fusion for immediate, reliable judgment has been developed in order to treat large and multiple tumors within one session. This review focuses on the different minimally invasive local and locoregional treatment options for BCLM and attempts to describe their current and future role in the multidisciplinary treatment setting.
Collapse
Affiliation(s)
- Reto Bale
- Department of Radiology, Section of Interventional Oncology-Microinvasive Therapy, Medical University of Innsbruck, 6020 Innsbruck, Austria.
| | - Daniel Putzer
- Department of Radiology, Section of Interventional Oncology-Microinvasive Therapy, Medical University of Innsbruck, 6020 Innsbruck, Austria.
| | - Peter Schullian
- Department of Radiology, Section of Interventional Oncology-Microinvasive Therapy, Medical University of Innsbruck, 6020 Innsbruck, Austria.
| |
Collapse
|
32
|
Varghese VK, Shukla V, Jishnu PV, Kabekkodu SP, Pandey D, Sharan K, Satyamoorthy K. Characterizing methylation regulated miRNA in carcinoma of the human uterine cervix. Life Sci 2019; 232:116668. [PMID: 31326568 DOI: 10.1016/j.lfs.2019.116668] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 07/17/2019] [Indexed: 12/24/2022]
Abstract
Gene regulatory mechanisms determine the multistep carcinogenesis process. Two aspects of epigenetics are microRNA (miRNAs) and DNA methylation that regulate distinct biological mechanisms such as metastasis, apoptosis cell proliferation and induction of senescence. Although critical, the interplay between these two epigenetic mechanisms is yet to be completely understood, particularly in cervical cancer. To study the DNA methylation regulation of miRNAs and its potential role in cervical cancer, we investigated the differential methylation pattern of two candidate miRNAs (miR-375 and miR-196a-1) during cervical cancer progression against normal cervical epithelium (NCE) by bisulfite DNA sequencing. miR-375 and miR-196a-1 were hypermethylated in Squamous Cell Carcinoma (SCC) against NCE and Cervical Intra-Epithelial Neoplasia (CIN) (p < 0.05). Treatment with demethylating agent reactivated the miR-375 and miR-196a-1 expression in SiHa, HeLa and CaSki cells. In vitro artificial methylation by M.SssI followed by dual luciferase assay confirmed miR-375 and miR-196a-1 as methylation regulated miRNAs (P < 0.05). miR-375 and miR-196a-1 expression levels were negatively correlated with methylation levels in clinical specimens. We further identified Replication Factor C Subunit 3 (RFC3) and High Mobility Group AT-Hook 1 (HMGA1) as targets of miR-375 and miR-196a-1 respectively by dual luciferase reporter assay. Our analysis indicates that miR-375 and miR-196a-1 are DNA methylation regulated miRNAs whose deregulation may facilitate pathophysiology of cervical cancer.
Collapse
Affiliation(s)
- Vinay Koshy Varghese
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, India
| | - Vaibhav Shukla
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, India
| | - Padacherri Vethil Jishnu
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, India
| | - Shama Prasada Kabekkodu
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, India
| | - Deeksha Pandey
- Department of Obstetrics and Gynaecology, Kasturba Medical College, Manipal Academy of Higher Education, Manipal 576104, India
| | - Krishna Sharan
- Department of Radiotherapy and Oncology, Kasturba Medical College, Manipal Academy of Higher Education, Manipal 576104, India
| | - Kapaettu Satyamoorthy
- Department of Cell and Molecular Biology, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal 576104, India.
| |
Collapse
|
33
|
Onal C, Guler OC, Yildirim BA. Treatment outcomes of breast cancer liver metastasis treated with stereotactic body radiotherapy. Breast 2018; 42:150-156. [DOI: 10.1016/j.breast.2018.09.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 08/30/2018] [Accepted: 09/22/2018] [Indexed: 01/22/2023] Open
|
34
|
Li Y, Gan S, Ren L, Yuan L, Liu J, Wang W, Wang X, Zhang Y, Jiang J, Zhang F, Qi X. Multifaceted regulation and functions of replication factor C family in human cancers. Am J Cancer Res 2018; 8:1343-1355. [PMID: 30210909 PMCID: PMC6129478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Accepted: 05/17/2018] [Indexed: 06/08/2023] Open
Abstract
Replication factor C (RFC) family is a complex comprised of the RFC1, RFC2, RFC3, RFC4, and RFC5 subunits, which acts as a primer recognition factor for DNA polymerase. It is reported that RFC, biologically active in various malignant tumors, may play an important role in the proliferation, progression, invasion, and metastasis of cancer cells. It could act as an oncogene or tumor suppressor gene based on the cellular and histological characteristics of the tumor. In this review, we summarized the updated researches on the structure, physiological function, and expression pattern of RFC in a variety of tumors, the underlying mechanisms on carcinogenesis, and the potentials of RFC family members in the diagnosis and prognosis prediction.
Collapse
Affiliation(s)
- Yanling Li
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Sijie Gan
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Lin Ren
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Long Yuan
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Junlan Liu
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Wei Wang
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Xiaoyu Wang
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Yi Zhang
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Jun Jiang
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Fan Zhang
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| | - Xiaowei Qi
- Breast Disease Center, Southwest Hospital, Third Military Medical University Chongqing 400038, China
| |
Collapse
|
35
|
Sakuma K, Sasaki E, Kimura K, Komori K, Shimizu Y, Yatabe Y, Aoki M. HNRNPLL stabilizes mRNA for DNA replication proteins and promotes cell cycle progression in colorectal cancer cells. Cancer Sci 2018; 109:2458-2468. [PMID: 29869816 PMCID: PMC6113449 DOI: 10.1111/cas.13660] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 06/01/2018] [Indexed: 12/21/2022] Open
Abstract
Heterogeneous nuclear ribonucleoprotein L‐like (HNRNPLL), an RNA‐binding protein that regulates alternative splicing of pre‐mRNA, has been shown to regulate differentiation of lymphocytes, as well as metastasis of colorectal cancer cells. Here, we show that HNRNPLL promotes cell cycle progression and, hence, proliferation of colorectal cancer cells. Functional annotation analysis of those genes whose expression levels were changed threefold or more in RNA sequencing analysis between SW480 cells overexpressing HNRNPLL and those knocked down for HNRNPLL revealed enrichment of DNA replication‐related genes by HNRNPLL overexpression. Among 13 genes detected in the DNA replication pathway, PCNA,RFC3 and FEN1 showed reproducible upregulation by HNRNPLL overexpression both at mRNA and at protein levels in SW480 and HT29 cells. Importantly, knockdown of any of these genes alone suppressed the proliferation‐promoting effect induced by HNRNPLL overexpression. RNA‐immunoprecipitation assay presented a binding of FLAG‐tagged HNRNPLL to mRNA of these genes, and HNRNPLL overexpression significantly suppressed the downregulation of these genes during 12 h of actinomycin D treatment, suggesting a role of HNRNPLL in mRNA stability. Finally, analysis of a public RNA sequencing dataset of clinical samples suggested a link between overexpression of HNRNPLL and that of PCNA,RFC3 and FEN1. This link was further supported by immunohistochemistry of colorectal cancer clinical samples, whereas expression of CDKN1A, which is known to inhibit the cooperative function of PCNA, RFC3 and FEN1, was negatively associated with HNRNPLL expression. These results indicate that HNRNPLL stabilizes mRNA encoding regulators of DNA replication and promotes colorectal cancer cell proliferation.
Collapse
Affiliation(s)
- Keiichiro Sakuma
- Division of Pathophysiology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Eiichi Sasaki
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Kenya Kimura
- Department of Surgery, Hekinan Municipal Hospital, Hekinan, Japan
| | - Koji Komori
- Department of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yasuhiro Shimizu
- Department of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yasushi Yatabe
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Masahiro Aoki
- Division of Pathophysiology, Aichi Cancer Center Research Institute, Nagoya, Japan.,Department of Cancer Genetics, Program in Function Construction Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| |
Collapse
|
36
|
Jonchere V, Marisa L, Greene M, Virouleau A, Buhard O, Bertrand R, Svrcek M, Cervera P, Goloudina A, Guillerm E, Coulet F, Landman S, Ratovomanana T, Job S, Ayadi M, Elarouci N, Armenoult L, Merabtene F, Dumont S, Parc Y, Lefèvre JH, André T, Fléjou JF, Guilloux A, Collura A, de Reyniès A, Duval A. Identification of Positively and Negatively Selected Driver Gene Mutations Associated With Colorectal Cancer With Microsatellite Instability. Cell Mol Gastroenterol Hepatol 2018; 6:277-300. [PMID: 30116770 PMCID: PMC6089198 DOI: 10.1016/j.jcmgh.2018.06.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 06/05/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Recent studies have shown that cancers arise as a result of the positive selection of driver somatic events in tumor DNA, with negative selection playing only a minor role, if any. However, these investigations were concerned with alterations at nonrepetitive sequences and did not take into account mutations in repetitive sequences that have very high pathophysiological relevance in the tumors showing microsatellite instability (MSI) resulting from mismatch repair deficiency investigated in the present study. METHODS We performed whole-exome sequencing of 47 MSI colorectal cancers (CRCs) and confirmed results in an independent cohort of 53 MSI CRCs. We used a probabilistic model of mutational events within microsatellites, while adapting pre-existing models to analyze nonrepetitive DNA sequences. Negatively selected coding alterations in MSI CRCs were investigated for their functional and clinical impact in CRC cell lines and in a third cohort of 164 MSI CRC patients. RESULTS Both positive and negative selection of somatic mutations in DNA repeats was observed, leading us to identify the expected true driver genes associated with the MSI-driven tumorigenic process. Several coding negatively selected MSI-related mutational events (n = 5) were shown to have deleterious effects on tumor cells. In the tumors in which deleterious MSI mutations were observed despite the negative selection, they were associated with worse survival in MSI CRC patients (hazard ratio, 3; 95% CI, 1.1-7.9; P = .03), suggesting their anticancer impact should be offset by other as yet unknown oncogenic processes that contribute to a poor prognosis. CONCLUSIONS The present results identify the positive and negative driver somatic mutations acting in MSI-driven tumorigenesis, suggesting that genomic instability in MSI CRC plays a dual role in achieving tumor cell transformation. Exome sequencing data have been deposited in the European genome-phenome archive (accession: EGAS00001002477).
Collapse
Key Words
- CRC, colorectal cancer
- Colorectal Cancer
- Driver Gene Mutations
- HR, hazard ratio
- MLH1, MutL Homolog 1
- MMR, mismatch repair
- MSH, MutS Homolog
- MSI, microsatellite instability
- Microsatellite Instability
- NR, nonrepetitive
- PBS, phosphate-buffered saline
- PCR, polymerase chain reaction
- Positive and Negative Selection
- R, repetitive
- RFS, relapse-free survival
- RTCA, Real-Time Cell Analyzer
- Tumorigenic Process
- UTR, untranslated region
- WES, whole-exome sequencing
- WGA, whole-genome amplification
- bp, base pair
- indel, insertion/deletion
- mRNA, messenger RNA
- shRNA, short hairpin RNA
- siRNA, small interfering RNA
Collapse
Affiliation(s)
- Vincent Jonchere
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Laetitia Marisa
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Malorie Greene
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Alain Virouleau
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Laboratoire de Mathématiques et Modélisation d’Évry, University Évry, Évry, France,Centre National de la Recherche Scientifique, Université Paris-Saclay, Evry, France
| | - Olivier Buhard
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Romane Bertrand
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Magali Svrcek
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Service d’Anatomie et Cytologie Pathologiques, Assistance publique - Hôpitaux de Paris, Hôpital Saint-Antoine, Paris, France
| | - Pascale Cervera
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Service d’Anatomie et Cytologie Pathologiques, Assistance publique - Hôpitaux de Paris, Hôpital Saint-Antoine, Paris, France
| | - Anastasia Goloudina
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Inovarion, Collaborative research Department Paris, France
| | - Erell Guillerm
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Genetics Department, Assistance publique - Hôpitaux de Paris, Pitié Salpêtrière Hôpital, Paris, France
| | - Florence Coulet
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Genetics Department, Assistance publique - Hôpitaux de Paris, Pitié Salpêtrière Hôpital, Paris, France
| | - Samuel Landman
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Toky Ratovomanana
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Sylvie Job
- Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Mira Ayadi
- Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Nabila Elarouci
- Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Lucile Armenoult
- Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Fatiha Merabtene
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,University Pierre and Marie CURIE Paris 06, Unité Mixte de Service 30 L'Unité Mixte de service Imagerie Cytométrie, Plateforme d’Histomorphologie, Sorbonne Université Paris, France
| | - Sylvie Dumont
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,University Pierre and Marie CURIE Paris 06, Unité Mixte de Service 30 L'Unité Mixte de service Imagerie Cytométrie, Plateforme d’Histomorphologie, Sorbonne Université Paris, France
| | - Yann Parc
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Service de Chirurgie Générale et Digestive, Assistance publique - Hôpitaux de Paris, Hôpital Saint-Antoine, Paris, France
| | - Jérémie H. Lefèvre
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Service de Chirurgie Générale et Digestive, Assistance publique - Hôpitaux de Paris, Hôpital Saint-Antoine, Paris, France
| | - Thierry André
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Department of Oncology, Assistance publique - Hôpitaux de Paris, Hôpital Saint Antoine, Paris, France
| | - Jean-François Fléjou
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Service d’Anatomie et Cytologie Pathologiques, Assistance publique - Hôpitaux de Paris, Hôpital Saint-Antoine, Paris, France
| | - Agathe Guilloux
- Laboratoire de Mathématiques et Modélisation d’Évry, University Évry, Évry, France,Centre National de la Recherche Scientifique, Université Paris-Saclay, Evry, France
| | - Ada Collura
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France
| | - Aurélien de Reyniès
- Programme Cartes d'Identité des Tumeurs, Ligue Nationale Contre Le Cancer, Paris, France
| | - Alex Duval
- Sorbonne Université, University Pierre and Marie CURIE Paris 06, INSERM, Unité Mixte de Recherche938, Equipe Instabilité des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France,Correspondence Address correspondence to: Alex Duval, MD, PhD, Sorbonne Universite, UPMC Univ Paris 06, Inserm, UMR938, Equipe Instabilite Des Microsatellites et Cancer, Centre de Recherche Saint Antoine, Paris, France. fax: (33) 149284603.
| |
Collapse
|
37
|
Zhou J, Zhang WW, Peng F, Sun JY, He ZY, Wu SG. Downregulation of hsa_circ_0011946 suppresses the migration and invasion of the breast cancer cell line MCF-7 by targeting RFC3. Cancer Manag Res 2018; 10:535-544. [PMID: 29593432 PMCID: PMC5865555 DOI: 10.2147/cmar.s155923] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Introduction Although some circRNAs have been found to regulate the progression of malignancies, their functions and coupled molecular mechanisms are still unclear. In our study, we sought to assess the underlying molecular mechanisms of circRNAs in breast cancer and therefore explored the differentially expressed circRNAs and co-expression networks, followed by in vitro experiments. Materials and methods High-throughput RNA sequencing was performed to obtain an unbiased profile of circRNA expression. CircRNA-miRNA-mRNA co-expression networks were predicted, and sequence analyses were carried out. The MTT, transwell migration and invasion assay was conducted in Michigan Cancer Foundation-7 cells that had been transfected with si-circRNA and si-negative control (si-NC). Results A total of 152 circRNAs were differentially expressed in breast cancer tissues, among which 85 were upregulated and 67 downregulated. Out of these, hsa_circ_0011946 was selected and the subsequent bioinformatics analysis predicted that hsa_circ_0011946 sponging miR-26a/b directly targeted replication factor C subunit 3 (RFC3) and that its knockdown could inhibit RFC3 mRNA and protein expression. Furthermore, hsa_circ_0011946 loss-of-function significantly suppressed the migration and invasion of Michigan Cancer Foundation-7 cells. Conclusion Together, these results indicate that hsa_circ_0011946 and RFC3 comprise a novel pathway involved in the progression of breast cancer.
Collapse
Affiliation(s)
- Juan Zhou
- Department of Obstetrics and Gynecology, the First Affiliated Hospital of Xiamen University, Xiamen 361003, People's Republic of China
| | - Wen-Wen Zhang
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou 510060, People's Republic of China
| | - Fang Peng
- Department of Radiation Oncology, the First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, People's Republic of China
| | - Jia-Yuan Sun
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou 510060, People's Republic of China
| | - Zhen-Yu He
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou 510060, People's Republic of China
| | - San-Gang Wu
- Department of Radiation Oncology, Xiamen Cancer Hospital, the First Affiliated Hospital of Xiamen University, Xiamen 361003, People's Republic of China
| |
Collapse
|
38
|
Zhang WJ, Wang XH, Gao ST, Chen C, Xu XY, Sun Q, Zhou ZH, Wu GZ, Yu Q, Xu G, Yao YZ, Guan WX. Tumor-associated macrophages correlate with phenomenon of epithelial-mesenchymal transition and contribute to poor prognosis in triple-negative breast cancer patients. J Surg Res 2017; 222:93-101. [PMID: 29273380 DOI: 10.1016/j.jss.2017.09.035] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 07/03/2017] [Accepted: 09/28/2017] [Indexed: 12/30/2022]
Abstract
BACKGROUND Tumor-associated macrophages (TAMs) are associated with poor outcomes in multiple solid cancers and play important roles in cancer progression. Epithelial-mesenchymal transition (EMT) may account for metastasis and recurrence. However, the association between TAMs and EMT is not clarified in triple-negative breast cancer (TNBC). The aim of this study was to investigate the effects of TAMs on EMT in TNBC. MATERIAL AND METHODS We studied specimens from 278 patients with TNBC. TAMs marker cluster of differentiation 163 and EMT-related marker E-cadherin were detected by immunohistochemistry in TNBC tissues, and their clinical significance was evaluated from the patients' medical records. RESULTS TNBC patients with polarized cluster of differentiation 163+ TAMs infiltration and low level of E-cadherin had a significantly higher risk of aggressive features, including recurrence, histologic differentiation, and lymph node metastasis. Infiltration of TAMs was also negatively correlated with E-cadherin in TNBC tissues. Multivariate analysis indicated that infiltration of TAMs and low expression of E-cadherin were independent prognostic factors of overall survival and disease-free survival in TNBC patients. CONCLUSIONS High infiltration of TAMs was associated with low expression of E-cadherin and could be used as an unfavorable prognostic factor for patients with TNBC.
Collapse
Affiliation(s)
- Wei-Jie Zhang
- Department of General Surgery, Drum Tower Clinical College of Nanjing Medical University, Nanjing, China; Department of General Surgery, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Xiao-Hua Wang
- Department of Medical Oncology, Jiangsu Cancer Hospital Affiliated to Nanjing Medical University, Nanjing, China
| | - Shao-Ting Gao
- Department of General Surgery, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Cheng Chen
- Department of Radiotherapy, Jiangsu Cancer Hospital Affiliated to Nanjing Medical University, Nanjing, China
| | - Xin-Yun Xu
- Department of Pathology, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Qi Sun
- Department of Pathology, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhi-Hua Zhou
- Department of Pathology, 101th Hospital of PLA, Wuxi, China
| | - Guo-Zhong Wu
- Department of General Surgery, 101th Hospital of PLA, Wuxi, China
| | - Qiao Yu
- Department of Breast Surgery, Jiangsu Cancer Hospital Affiliated to Nanjing Medical University, Nanjing, China.
| | - Guifang Xu
- Department of Gastroenterology, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China.
| | - Yong-Zhong Yao
- Department of General Surgery, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China.
| | - Wen-Xian Guan
- Department of General Surgery, Drum Tower Clinical College of Nanjing Medical University, Nanjing, China; Department of General Surgery, Affiliated Drum tower Hospital of Nanjing University Medical School, Nanjing, China.
| |
Collapse
|