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Grinchuk OV, Motakis E, Yenamandra SP, Ow GS, Jenjaroenpun P, Tang Z, Yarmishyn AA, Ivshina AV, Kuznetsov VA. Sense-antisense gene-pairs in breast cancer and associated pathological pathways. Oncotarget 2016; 6:42197-221. [PMID: 26517092 PMCID: PMC4747219 DOI: 10.18632/oncotarget.6255] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2015] [Accepted: 09/30/2015] [Indexed: 01/04/2023] Open
Abstract
More than 30% of human protein-coding genes form hereditary complex genome architectures composed of sense-antisense (SA) gene pairs (SAGPs) transcribing their RNAs from both strands of a given locus. Such architectures represent important novel components of genome complexity contributing to gene expression deregulation in cancer cells. Therefore, the architectures might be involved in cancer pathways and, in turn, be used for novel drug targets discovery. However, the global roles of SAGPs in cancer pathways has not been studied. Here we investigated SAGPs associated with breast cancer (BC)-related pathways using systems biology, prognostic survival and experimental methods. Gene expression analysis identified 73 BC-relevant SAGPs that are highly correlated in BC. Survival modelling and metadata analysis of the 1161 BC patients allowed us to develop a novel patient prognostic grouping method selecting the 12 survival-significant SAGPs. The qRT-PCR-validated 12-SAGP prognostic signature reproducibly stratified BC patients into low- and high-risk prognostic subgroups. The 1381 SAGP-defined differentially expressed genes common across three studied cohorts were identified. The functional enrichment analysis of these genes revealed the GABPA gene network, including BC-relevant SAGPs, specific gene sets involved in cell cycle, spliceosomal and proteasomal pathways. The co-regulatory function of GABPA in BC cells was supported using siRNA knockdown studies. Thus, we demonstrated SAGPs as the synergistically functional genome architectures interconnected with cancer-related pathways and associated with BC patient clinical outcomes. Taken together, SAGPs represent an important component of genome complexity which can be used to identify novel aspects of coordinated pathological gene networks in cancers.
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Affiliation(s)
- Oleg V Grinchuk
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Efthymios Motakis
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore.,Current address: RIKEN, Japan
| | - Surya Pavan Yenamandra
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Ghim Siong Ow
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Piroon Jenjaroenpun
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Zhiqun Tang
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Aliaksandr A Yarmishyn
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Anna V Ivshina
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Vladimir A Kuznetsov
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore.,School of Computing Engineering, Nanyang Technological University, Singapore
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Mérida I, Avila-Flores A, García J, Merino E, Almena M, Torres-Ayuso P. Diacylglycerol kinase alpha, from negative modulation of T cell activation to control of cancer progression. ACTA ACUST UNITED AC 2009; 49:174-88. [PMID: 19534031 DOI: 10.1016/j.advenzreg.2009.01.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Isabel Mérida
- Department of Immunology and Oncology, Centro Nacional de Biotecnología/CSIC, Darwin 3, Campus de Cantoblanco, E-28049 Madrid, Spain.
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van Krieken JHJM. New developments in the pathology of malignant lymphoma: a review of the literature published from January to April 2008. J Hematop 2009; 1:37-45. [PMID: 19669203 PMCID: PMC2712329 DOI: 10.1007/s12308-008-0010-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Affiliation(s)
- J Han J M van Krieken
- Department of Pathology, Nijmegen Medical Centre, Radboud University, P.O. Box 9101, 6500, HB Nijmegen, The Netherlands,
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A pluripotency signature predicts histologic transformation and influences survival in follicular lymphoma patients. Blood 2009; 114:3158-66. [PMID: 19636063 DOI: 10.1182/blood-2009-02-202465] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Histologic transformation (HT) of follicular lymphoma to diffuse large B-cell lymphoma (DLBCL-t) is associated with accelerated disease course and drastically worse outcome, yet the underlying mechanisms are poorly understood. We show that a network of gene transcriptional modules underlies HT. Central to the network hierarchy is a signature strikingly enriched for pluripotency-related genes. These genes are typically expressed in embryonic stem cells (ESCs), including MYC and its direct targets. This core ESC-like program was independent of proliferation/cell-cycle and overlapped but was distinct from normal B-cell transcriptional programs. Furthermore, we show that the ESC program is correlated with transcriptional programs maintaining tumor phenotype in transgenic MYC-driven mouse models of lymphoma. Although our approach was to identify HT mechanisms rather than to derive an optimal survival predictor, a model based on ESC/differentiation programs stratified patient outcomes in 2 independent patient cohorts and was predictive of propensity of follicular lymphoma tumors to transform. Transformation was associated with an expression signature combining high expression of ESC transcriptional programs with reduced expression of stromal programs. Together, these findings suggest a central role for an ESC-like signature in the mechanism of HT and provide new clues for potential therapeutic targets.
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