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Zhang H, Han B, Han X, Zhu Y, Liu H, Wang Z, Cui Y, Tian R, Gao Z, Tian R, Ren S, Zuo X, Tian J, Zhang F, Niu R. Comprehensive Analysis of Splicing Factor and Alternative Splicing Event to Construct Subtype-Specific Prognosis-Predicting Models for Breast Cancer. Front Genet 2021; 12:736423. [PMID: 34630526 PMCID: PMC8497829 DOI: 10.3389/fgene.2021.736423] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/08/2021] [Indexed: 11/27/2022] Open
Abstract
Recent evidence suggests that splicing factors (SFs) and alternative splicing (AS) play important roles in cancer progression. We constructed four SF-risk-models using 12 survival-related SFs. In Luminal-A, Luminal-B, Her-2, and Basal-Like BRCA, SF-risk-models for three genes (PAXBP1, NKAP, and NCBP2), four genes (RBM15B, PNN, ACIN1, and SRSF8), three genes (LSM3, SNRNP200, and SNU13), and three genes (SRPK3, PUF60, and PNN) were constructed. These models have a promising prognosis-predicting power. The co-expression and protein-protein interaction analysis suggest that the 12 SFs are highly functional-connected. Pathway analysis and gene set enrichment analysis suggests that the functional role of the selected 12 SFs is highly context-dependent among different BRCA subtypes. We further constructed four AS-risk-models with good prognosis predicting ability in four BRCA subtypes by integrating the four SF-risk-models and 21 survival-related AS-events. This study proposed that SFs and ASs were potential multidimensional biomarkers for the diagnosis, prognosis, and treatment of BRCA.
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Affiliation(s)
- He Zhang
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Baoai Han
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Xingxing Han
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Yuying Zhu
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Hui Liu
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Zhiyong Wang
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Yanfen Cui
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Ran Tian
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Zicong Gao
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Ruinan Tian
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Sixin Ren
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Xiaoyan Zuo
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Jianfei Tian
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Fei Zhang
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
| | - Ruifang Niu
- Public Laboratory, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.,Tianjin's Clinical Research Center for Cancer, Tianjin, China.,Key Laboratory of Breast Cancer Prevention and Therapy, Ministry of Education, Tianjin, China
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Monteuuis G, Schmitz U, Petrova V, Kearney PS, Rasko JEJ. Holding on to Junk Bonds: Intron Retention in Cancer and Therapy. Cancer Res 2020; 81:779-789. [PMID: 33046441 DOI: 10.1158/0008-5472.can-20-1943] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 09/16/2020] [Accepted: 10/06/2020] [Indexed: 11/16/2022]
Abstract
Intron retention (IR) in cancer was for a long time overlooked by the scientific community, as it was previously considered to be an artifact of a dysfunctional spliceosome. Technological advancements made in the last decade offer unique opportunities to explore the role of IR as a widespread phenomenon that contributes to the transcriptional diversity of many cancers. Numerous studies in cancer have shed light on dysregulation of cellular mechanisms that lead to aberrant and pathologic IR. IR is not merely a mechanism of gene regulation, but rather it can mediate cancer pathogenesis and therapeutic resistance in various human diseases. The burden of IR in cancer is governed by perturbations to mechanisms known to regulate this phenomenon and include epigenetic variation, mutations within the gene body, and splicing factor dysregulation. This review summarizes possible causes for aberrant IR and discusses the role of IR in therapy or as a consequence of disease treatment. As neoepitopes originating from retained introns can be presented on the cancer cell surface, the development of personalized cancer vaccines based on IR-derived neoepitopes should be considered. Ultimately, a deeper comprehension about the origins and consequences of aberrant IR may aid in the development of such personalized cancer vaccines.
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Affiliation(s)
- Geoffray Monteuuis
- Gene and Stem Cell Therapy Program Centenary Institute, The University of Sydney, Sydney, Australia
| | - Ulf Schmitz
- Gene and Stem Cell Therapy Program Centenary Institute, The University of Sydney, Sydney, Australia.,Computational BioMedicine Laboratory Centenary Institute, The University of Sydney, Sydney, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Veronika Petrova
- Gene and Stem Cell Therapy Program Centenary Institute, The University of Sydney, Sydney, Australia.,Computational BioMedicine Laboratory Centenary Institute, The University of Sydney, Sydney, Australia
| | - Padraic S Kearney
- Gene and Stem Cell Therapy Program Centenary Institute, The University of Sydney, Sydney, Australia
| | - John E J Rasko
- Gene and Stem Cell Therapy Program Centenary Institute, The University of Sydney, Sydney, Australia. .,Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Cell and Molecular Therapies, Royal Prince Alfred Hospital, Camperdown, Australia
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Zhou W, Ma N, Jiang H, Rong Y, Deng Y, Feng Y, Zhu H, Kuang T, Lou W, Xie D, Wang D. SF3B4 is decreased in pancreatic cancer and inhibits the growth and migration of cancer cells. Tumour Biol 2017; 39:1010428317695913. [PMID: 28351319 DOI: 10.1177/1010428317695913] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Splicing factor 3b subunit 4, a critical component of pre-message RNA splicing complex, has been reported to play an important part in the tumorigenesis. However, the expression pattern and biological role of splicing factor 3b subunit 4 in pancreatic cancer have never been investigated. In this study, we found that both the messenger RNA ( p < 0.001) and protein level of splicing factor 3b subunit 4 were decreased significantly in pancreatic cancer specimens compared with their adjacent normal tissues. Overexpression of splicing factor 3b subunit 4 in pancreatic cancer cells inhibited cell growth and motility in vitro, while suppressing splicing factor 3b subunit 4 expression promoted the proliferation and migration of pancreatic cancer cells. In addition, splicing factor 3b subunit 4 was found to inhibit the activity of signal transducer and activator of transcription 3 signaling via downregulating the phosphorylation of signal transducer and activator of transcription 3 on a tyrosine residue at position 705. Taken together, these findings demonstrated that splicing factor 3b subunit 4 acted as a suppressive role in pancreatic cancer and indicated that restoring the function of splicing factor 3b subunit 4 might be a strategy for cancer therapy.
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Affiliation(s)
- Wentao Zhou
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Ning Ma
- 2 Laboratory of Molecular Oncology, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Hao Jiang
- 3 East China University of Science and Technology, Shanghai, China
| | - Yefei Rong
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Yuezhen Deng
- 2 Laboratory of Molecular Oncology, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Yuanyuan Feng
- 2 Laboratory of Molecular Oncology, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Hongxu Zhu
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Tiantao Kuang
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Wenhui Lou
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Dong Xie
- 2 Laboratory of Molecular Oncology, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, University of Chinese Academy of Sciences, Shanghai, China.,3 East China University of Science and Technology, Shanghai, China
| | - Dansong Wang
- 1 Department of General Surgery, Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
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Li Z, Li Q, Han L, Tian N, Liang Q, Li Y, Zhao X, Du C, Tian Y. Pro-apoptotic effects of splice-switching oligonucleotides targeting Bcl-x pre-mRNA in human glioma cell lines. Oncol Rep 2015; 35:1013-9. [PMID: 26718027 DOI: 10.3892/or.2015.4465] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 10/26/2015] [Indexed: 11/06/2022] Open
Abstract
Alternative splicing is a near-ubiquitous phenomenon with important roles in human diseases, including cancers. Splice-switching oligonucleotides (SSOs) have emerged as a class of antisense therapeutics that modulate alternative splicing by hybridizing to the pre-mRNA splice site. The Bcl-x gene is alternatively spliced to express anti‑apoptotic Bcl-xL and pro-apoptotic Bcl-xS. Bcl-xL expression is upregulated in many cancers and is considered a general mechanism by which cancer cells evade apoptosis. By redirecting Bcl-x pre-mRNA splicing from Bcl-xL to Bcl-xS, SSO exerted pro-apoptotic and chemosensitizing effects in various cancer cell lines. In this study, we investigated the effects of SSO targeting Bcl-x pre-mRNA in human glioma cell lines. First, we performed reverse transcription-polymerase chain reaction (RT-PCR) and western blotting to determine the mRNA and protein expression levels of Bcl-xL in glioma cell lines (U87 and U251) and a normal human astrocyte cell line (HA1800). Then, the Bcl-x SSO was designed to bind to the downstream 5' alternative splice site of exon 2 in Bcl-x pre-mRNA and was modified using 2'-O-methoxyethyl-phosphorothioate. An oligonucleotide targeting aberrantly spliced human β-globin intron was used as a negative control. The SSOs were delivered with a cationic lipid into glioma and astrocyte cell lines. The antitumor effects of the SSOs were assessed by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assays and flow cytometry, and the switch in production from Bcl-xL to Bcl-xS was analyzed by RT-PCR and western blotting. Bcl-xL mRNA and protein were highly expressed in both glioma cell lines. The Bcl-x SSO modified Bcl-x pre-mRNA splicing and had pro-apoptotic effects on the glioma cell lines. By contrast, the lipid alone and the control SSO did not affect Bcl-xL expression or induce apoptosis. Our study demonstrated the antitumor activity of an SSO that targets Bcl-x pre-mRNA splicing in glioma cell lines. Bcl-x SSO may be a potential strategy for treating gliomas.
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Affiliation(s)
- Zhaohui Li
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Qingwei Li
- Department of Neurosurgery, Heilongjiang Provincial Hospital, Harbin, Heilongjiang 150036, P.R. China
| | - Liang Han
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Nan Tian
- Department of Cell Biology, College of Life Science, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, P.R. China
| | - Qianlei Liang
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Yanzhe Li
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Xingli Zhao
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Chao Du
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
| | - Yu Tian
- Department of Neurosurgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China
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