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Sun S, Shyr Z, McDaniel K, Fang Y, Tao D, Chen CZ, Zheng W, Zhu Q. Reversal gene expression assessment for drug repurposing, a case study of glioblastoma. J Transl Med 2025; 23:25. [PMID: 39773231 PMCID: PMC11706105 DOI: 10.1186/s12967-024-06046-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 12/25/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Glioblastoma (GBM) is a rare brain cancer with an exceptionally high mortality rate, which illustrates the pressing demand for more effective therapeutic options. Despite considerable research efforts on GBM, its underlying biological mechanisms remain unclear. Furthermore, none of the United States Food and Drug Administration (FDA) approved drugs used for GBM deliver satisfactory survival improvement. METHODS This study presents a novel computational pipeline by utilizing gene expression data analysis for GBM for drug repurposing to address the challenges in rare disease drug development, particularly focusing on GBM. The GBM Gene Expression Profile (GGEP) was constructed with multi-omics data to identify drugs with reversal gene expression to GGEP from the Integrated Network-Based Cellular Signatures (iLINCS) database. RESULTS We prioritized the candidates via hierarchical clustering of their expression signatures and quantification of their reversal strength by calculating two self-defined indices based on the GGEP genes' log2 foldchange (LFC) that the drug candidates could induce. Among five prioritized candidates, in-vitro experiments validated Clofarabine and Ciclopirox as highly efficacious in selectively targeting GBM cancer cells. CONCLUSIONS The success of this study illustrated a promising avenue for accelerating drug development by uncovering underlying gene expression effect between drugs and diseases, which can be extended to other rare diseases and non-rare diseases.
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Affiliation(s)
- Shixue Sun
- Informatics Core, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Zeenat Shyr
- Early Translation Branch, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Kathleen McDaniel
- Early Translation Branch, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Yuhong Fang
- Analytical Chemistry Core, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Dingyin Tao
- Analytical Chemistry Core, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Catherine Z Chen
- Early Translation Branch, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Wei Zheng
- Early Translation Branch, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA
| | - Qian Zhu
- Informatics Core, Division of Pre-Clinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, MD, USA.
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Zhang J, Wang S, Liu Z, Zhong C, Lei Y, Zheng Q, Xu Y, Shan S, He H, Ren T. Connexin 25 maintains self-renewal and functions of airway basal cells for airway regeneration. Stem Cell Res Ther 2024; 15:286. [PMID: 39256871 PMCID: PMC11389295 DOI: 10.1186/s13287-024-03908-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 08/28/2024] [Indexed: 09/12/2024] Open
Abstract
BACKGROUND The formation of stem cell clones enables close contact of stem cells inside. The gap junctions in such clone spheres establish a microenvironment that allows frequent intercellular communication to maintain self-renewal and functions of stem cells. Nevertheless, the essential gap junction protein for molecular signaling in clones is poorly known. METHODS Primary human airway basal cells (hBCs) were isolated from brushing samples through bronchoscopy and then cultured. A tightly focused femtosecond laser was used to excite the local Ca2+ in an individual cell to initiate an internal Ca2+ wave in a clone to screen gap junction proteins. Immunoflourescence staining and clonogenicity assay were used to evaluate self-renewal and functions. RNA and protein levels were assessed by PCR and Western blot. Air-liquid interface assay was conducted to evaluate the differentiation potential. A Naphthalene injury mouse model was used to assess the regeneration potential. RESULTS Herein, we identify Connexin 25 (Cx25) dominates intercellular Ca2+ communications in clones of hBCs in vitro to maintain the self-renewal and pluripotency of them. The self-renewal and in vitro differentiation functions and in vivo regeneration potential of hBCs in an airway damage model are both regulated by Cx25. The abnormal expression of Cx25 is validated in several diseases including IPF, Covid-19 and bronchiectasis. CONCLUSION Cx25 is essential for hBC clones in maintaining self-renewal and functions of hBCs via gap junctions.
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Affiliation(s)
- Jingyuan Zhang
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
- School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Shaoyang Wang
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
- School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Zeyu Liu
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Cheng Zhong
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Yuqiong Lei
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Qi Zheng
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Yongle Xu
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Shan Shan
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China
| | - Hao He
- School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.
| | - Tao Ren
- Department of Respiratory Medicine, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, 200233, China.
- Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, 200233, China.
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3
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Sun S, Shyr Z, McDaniel K, Fang Y, Tao D, Chen CZ, Zheng W, Zhu Q. Reversal Gene Expression Assessment for Drug Repurposing, a Case Study of Glioblastoma. RESEARCH SQUARE 2024:rs.3.rs-4765282. [PMID: 39315277 PMCID: PMC11419258 DOI: 10.21203/rs.3.rs-4765282/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Glioblastoma (GBM) is a rare brain cancer with an exceptionally high mortality rate, which illustrates the pressing demand for more effective therapeutic options. Despite considerable research efforts on GBM, its underlying biological mechanisms remain unclear. Furthermore, none of the United States Food and Drug Administration (FDA) approved drugs used for GBM deliver satisfactory survival improvement. This study presents a novel computational pipeline by utilizing gene expression data analysis for GBM for drug repurposing to address the challenges in rare disease drug development, particularly focusing on GBM. The GBM Gene Expression Profile (GGEP) was constructed with multi-omics data to identify drugs with reversal gene expression to GGEP from the Integrated Network-Based Cellular Signatures (iLINCS) database. We prioritized the candidates via hierarchical clustering of their expression signatures and quantification of their reversal strength by calculating two self-defined indices based on the GGEP genes' log2 foldchange (LFCs) that the drug candidates could induce. Among eight prioritized candidates, in-vitro experiments validated Clofarabine and Ciclopirox as highly efficacious in selectively targeting GBM cancer cells. The success of this study illustrated a promising avenue for accelerating drug development by uncovering underlying gene expression effect between drugs and diseases, which can be extended to other rare diseases and non-rare diseases.
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Affiliation(s)
- Shixue Sun
- NCATS: National Center for Advancing Translational Sciences
| | - Zeenat Shyr
- NCATS: National Center for Advancing Translational Sciences
| | - Kathleen McDaniel
- NCATS ETB: National Center for Advancing Translational Sciences Early Translation Branch
| | - Yuhong Fang
- NCATS: National Center for Advancing Translational Sciences
| | - Dingyin Tao
- NCATS: National Center for Advancing Translational Sciences
| | | | - Wei Zheng
- NCATS: National Center for Advancing Translational Sciences
| | - Qian Zhu
- NCATS: National Center for Advancing Translational Sciences
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Singh P, Bajpai P, Maheshwari D, Chawla YM, Saini K, Reddy ES, Gottimukkala K, Nayak K, Gunisetty S, Aggarwal C, Jain S, Verma C, Singla P, Soneja M, Wig N, Murali-Krishna K, Chandele A. Functional and transcriptional heterogeneity within the massively expanding HLADR +CD38 + CD8 T cell population in acute febrile dengue patients. J Virol 2023; 97:e0074623. [PMID: 37855600 PMCID: PMC10688317 DOI: 10.1128/jvi.00746-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 09/17/2023] [Indexed: 10/20/2023] Open
Abstract
IMPORTANCE CD8 T cells play a crucial role in protecting against intracellular pathogens such as viruses by eliminating infected cells and releasing anti-viral cytokines such as interferon gamma (IFNγ). Consequently, there is significant interest in comprehensively characterizing CD8 T cell responses in acute dengue febrile patients. Previous studies, including our own, have demonstrated that a discrete population of CD8 T cells with HLADR+ CD38+ phenotype undergoes massive expansion during the acute febrile phase of natural dengue virus infection. Although about a third of these massively expanding HLADR+ CD38+ CD8 T cells were also CD69high when examined ex vivo, only a small fraction of them produced IFNγ upon in vitro peptide stimulation. Therefore, to better understand such functional diversity of CD8 T cells responding to dengue virus infection, it is important to know the cytokines/chemokines expressed by these peptide-stimulated HLADR+CD38+ CD8 T cells and the transcriptional profiles that distinguish the CD69+IFNγ+, CD69+IFNγ-, and CD69-IFNγ- subsets.
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Affiliation(s)
- Prabhat Singh
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Prashant Bajpai
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Deepti Maheshwari
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Yadya M. Chawla
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Keshav Saini
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Elluri Seetharami Reddy
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
- Kusuma School of Biological Sciences, Indian Institute of Technology Delhi, New Delhi, India
| | - Kamalvishnu Gottimukkala
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Kaustuv Nayak
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Sivaram Gunisetty
- Department of Pediatrics, Emory University School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Charu Aggarwal
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Shweta Jain
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Chaitanya Verma
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Paras Singla
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Manish Soneja
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Naveet Wig
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Kaja Murali-Krishna
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
- Department of Pediatrics, Emory University School of Medicine, Emory University, Atlanta, Georgia, USA
- Emory Vaccine Center, Emory University, Atlanta, Georgia, USA
| | - Anmol Chandele
- ICGEB-Emory Vaccine Center, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
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5
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Hu Y, Lv X, Wei W, Li X, Zhang K, Zhu L, Gan T, Zeng H, Yang J, Rao N. Quantitative Analysis on Molecular Characteristics Evolution of Gastric Cancer Progression and Prognosis. Adv Biol (Weinh) 2023; 7:e2300129. [PMID: 37357148 DOI: 10.1002/adbi.202300129] [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: 04/04/2023] [Revised: 05/16/2023] [Indexed: 06/27/2023]
Abstract
The dynamic changes of key biological characteristics from gastric low-grade intraepithelial neoplasia (LGIN) to high-grade intraepithelial neoplasia (HGIN) to early gastric cancer (EGC) are still unclear, which greatly affect the accurate diagnosis and treatment of EGC and prognosis evaluation of gastric cancer (GC). In this study, bioinformatics methods/tools are applied to quantitatively analyze molecular characteristics evolution of GC progression, and a prognosis model is constructed. This study finds that some dysregulated differentially expressed mRNAs (DEmRNAs) in the LGIN stage may continue to promote the occurrence and development of EGC. Among the LGIN, HGIN, and EGC stages, there are differences and relevance in the transcription expression patterns of DEmRNAs, and the activation related to immune cells is very different. The biological functions continuously changed during the progression from LGIN to HGIN to EGC. The COX model constructed based on the three EGC-related DEmRNAs has GC prognostic risk prediction ability. The evolution of biological characteristics during the development of EGC mined by the authors provides new insight into understanding the molecular mechanism of EGC occurrence and development. The three-gene prognostic risk model provides a new method for assisting GC clinical treatment decisions.
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Affiliation(s)
- Yeting Hu
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Xiaoqin Lv
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Wenwu Wei
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Xiang Li
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Kaixuan Zhang
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Linlin Zhu
- Digestive Endoscopic Center of West China Hospital, Sichuan University, Chengdu, 610017, China
| | - Tao Gan
- Digestive Endoscopic Center of West China Hospital, Sichuan University, Chengdu, 610017, China
| | - Hongjuan Zeng
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Jinlin Yang
- Digestive Endoscopic Center of West China Hospital, Sichuan University, Chengdu, 610017, China
| | - Nini Rao
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
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6
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Han L, Cui DJ, Huang B, Yang Q, Huang T, Lin GY, Chen SJ. CLDN5 identified as a biomarker for metastasis and immune infiltration in gastric cancer via pan-cancer analysis. Aging (Albany NY) 2023; 15:204776. [PMID: 37286335 PMCID: PMC10292893 DOI: 10.18632/aging.204776] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/23/2023] [Indexed: 06/09/2023]
Abstract
BACKGROUND CLDN5 protein is essential for the formation of tight junctions in epithelial cells, and has been associated with epithelial-mesenchymal transition. Research has indicated that CLDN5 is associated with tumor metastasis, the tumor microenvironment, and immunotherapy in multiple types of cancer. Also, no comprehensive evaluation of the expression of CLDN5 and immunotherapy signatures through a pan-cancer analysis or immunoassay has been performed. METHODS We explored CLDN5's differential expression, survival analysis and clinicopathological staging through the TCGA database, and then corroborated the expression of CLDN5 by utilizing the GEO (Gene expression omnibus) database. To analyze CLDN5 KEGG, GO, and Hallmark mutations, as well as TIMER for immune infiltration, GSEA was utilized with ROC curve, mutation, and other factors such as survival, pathological stage, TME, MSI, TMB, immune cell infiltration, and DNA methylation. Immunohistochemistry was used to assess CLDN5 staining in gastric cancer tissues and paracancerous tissues. Visualization was done with R version 4.2.0 (http://www.rproject.org/). RESULTS According to TCGA database, CLDN5 expression levels differed significantly between cancer and normal tissues, and the GEO database (GSE49051 and GSE 64951) and tissue microarrays confirmed this result. Infiltrating cluster of differentiation 8+ (CD8+) T cells, CD4+ cells, neutrophils, dendritic cells, and macrophages revealed a correlation with CLDN5 expression. DNA methylation, TMB, and MSI are related to CLDN5 expression. Based on the ROC curve analysis, CLDN5 demonstrates outstanding diagnostic effectiveness for gastric cancer and is comparable to CA-199. CONCLUSIONS The findings suggest that CLDN5 is implicated in the oncogenesis of diverse cancer types, underscoring its potential significance in cancer biology. Notably, CLDN5 could have implications in immune filtration and immune checkpoint inhibitor therapies, however, further research is needed to confirm this.
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Affiliation(s)
- Lu Han
- Department of Gastroenterology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou Province, China
- Department of Infectious Diseases, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou Province, China
| | - De-Jun Cui
- Department of Gastroenterology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou Province, China
| | - Bo Huang
- Department of Gastroenterology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou Province, China
| | - Qian Yang
- Department of Gastroenterology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou Province, China
| | - Tao Huang
- Department of Infectious Diseases, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou Province, China
| | - Guo-Yuan Lin
- Department of Infectious Diseases, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou Province, China
| | - Shao-Jie Chen
- Department of Hepatobiliary Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China
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7
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The Multifaceted Role of Connexins in Tumor Microenvironment Initiation and Maintenance. BIOLOGY 2023; 12:biology12020204. [PMID: 36829482 PMCID: PMC9953436 DOI: 10.3390/biology12020204] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/19/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023]
Abstract
Today's research on the processes of carcinogenesis and the vital activity of tumor tissues implies more attention be paid to constituents of the tumor microenvironment and their interactions. These interactions between cells in the tumor microenvironment can be mediated via different types of protein junctions. Connexins are one of the major contributors to intercellular communication. They form the gap junctions responsible for the transfer of ions, metabolites, peptides, miRNA, etc., between neighboring tumor cells as well as between tumor and stromal cells. Connexin hemichannels mediate purinergic signaling and bidirectional molecular transport with the extracellular environment. Additionally, connexins have been reported to localize in tumor-derived exosomes and facilitate the release of their cargo. A large body of evidence implies that the role of connexins in cancer is multifaceted. The pro- or anti-tumorigenic properties of connexins are determined by their abundance, localization, and functionality as well as their channel assembly and non-channel functions. In this review, we have summarized the data on the contribution of connexins to the formation of the tumor microenvironment and to cancer initiation and progression.
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8
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Kim JW, Moon SW, Mo HY, Son HJ, Choi EJ, Yoo NJ, Ann CH, Lee SH. Concurrent inactivating mutations and expression losses of RGS2, HNF1A, and CAPN12 candidate tumor suppressor genes in colon cancers. Pathol Res Pract 2023; 241:154288. [PMID: 36566600 DOI: 10.1016/j.prp.2022.154288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/19/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022]
Abstract
Microsatellite instability-high (MSI-H) colorectal cancer (CRC) is different from microsatellite stable (MSS) CRC concerning biological, and clinical features. In MSI-H CRCs, defects of mismatch repair genes produce increased mutation accumulation in repetitive DNA sequences. To see whether candidate tumor suppressor genes (TSGs) are altered in MSI-H CRC, we studied frameshift mutation and protein expression of candidate TSGs of RGS2, HNF1A, HNF1B, CAPN12, RCBTB2, ATE1, PKNOX1, and USP19. We found frameshift mutations of RGS2 in 5 (5%), HNF1A in 6 (6%), HNF1B in 2 (2%), CAPN12 in 3 (3%), RCBTB2 in 4 (4%), ATE1 in 2 (2%), PKNOX1 in 2 (2%), and USP19 in 2 (2%) MSI-H CRCs. However, we found no such mutations in MSS CRCs. RCBTB2, CAPN12, HNF1A, and HNF1B frameshift mutations revealed the regional difference in the same tumors. In addition, we identified loss of RGS2, HNF1A, and CAPN12 protein expression irrespective of MSI phenotype in 13-29% of CRCs. The results indicate that many TSGs harbor concurrent inactivating mutations and protein loss in MSI-H CRCs with intratumoral mutational heterogeneity, and that MSS CRCs are altered by protein losses. These alterations could contribute to CRC development and underlying mechanisms and consequences of the TSG alterations remain to be clarified.
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Affiliation(s)
- Jae Woong Kim
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Seong Won Moon
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Ha Yoon Mo
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Hyun Ji Son
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Eun Ji Choi
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Nam Jin Yoo
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea
| | - Chang Hyeok Ann
- Departments of General Surgery, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea.
| | - Sug Hyung Lee
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, South Korea.
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9
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Claudin-6 increases SNAI1, NANOG and SOX2 gene expression in human gastric adenocarcinoma AGS cells. Mol Biol Rep 2022; 49:11663-11674. [PMID: 36169897 DOI: 10.1007/s11033-022-07976-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/21/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Gastric cancer is a heterogeneous disease associated to deregulated gastric epithelia tight junction barrier function and di novo expression of claudin-6; these changes are associated with epithelial-mesenchymal transition, enhanced invasiveness, metastatic progression, resistance to chemotherapy, and poor prognosis. Gastric cancer stem cells represent a rare population of cells within the tumor implicated in tumor growth and higher tumorigenic capacity. The possible relation between claudin-6 expression and the expression of some markers associated to epithelial mesenchymal transition and cancer stem cells in gastric cancer cells have never been explored. METHODS AND RESULTS CD44, CD24, Twist, Villin, DCLK1, claudin-6, NANOG, E-Cadherin, SOX2, and SNAI1 expression was evaluated by immunofluorescence and cytofluorometry in wild type and Claudin-6 transfected AGS cells. Cell migration assays were also performed. Differentially expressed genes and biological processes analysis was performed to determine gene preponderance. The results showed that claudin-6 overexpression enriched the CD44 + /CD24- subpopulation with an overall increase in the expression and the number of CD44 + cells. A significant increase in NANOG, SOX2 and SNAI1 expression and enhanced cell migration was observed in claudin-6 transfected cells. Transcriptome analysis revealed 271 genes involved in enhanced biological processes with only 31 with a significantly p value; thirteen of those genes are closely associated to epithelial mesenchymal transition processes and folding and unfolding processes of proteins in the endoplasmic reticulum. CONCLUSIONS The pro-tumorigenic effect of claudin-6 in gastric cancer could be associated to dedifferentiation of epithelial cells and an increase in di novo cancer stem cell genesis.
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10
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Moon SW, Son HJ, Choi EJ, Yoo NJ, Lee SH. Brief Research Report Regional Difference in TRAF2 and TRAF3 Gene Mutations in Colon Cancers. Pathol Oncol Res 2021; 27:625438. [PMID: 34257589 PMCID: PMC8262244 DOI: 10.3389/pore.2021.625438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 03/01/2021] [Indexed: 12/22/2022]
Abstract
TRAF2 and TRAF3 genes of tumor necrosis factor receptor (TNF-R)-associated factor (TRAF) family are involved in diverse cell signaling, and function as both tumor suppressor gene and oncogene. Alterations of TRAF2 and TRAF3 in colon cancer (CC) along with their regional difference and microsatellite instability (MSI) are largely unknown. In the present study, we analyzed TRAF2 and TRAF3 frameshift mutations in 168 sporadic CCs (100 high MSI (MSI-H) and 68 microsatellite-stable (MSS) CCs). We identified TRAF2 and TRAF3 frameshift mutations in 4 (4%) and 3 CCs (3%) with MSI-H, respectively, but none in 68 cases of MSS CCs. Of the 168 CCs, we analyzed the mutations in multi-regions for 39 CCs (16 MSI-H and 23 MSS CCs), and discovered that 12.5% (2/16) and 6.3% (1/16) of MSI-H CCs exhibited regional difference in TRAF2 and TRAF3 mutations, respectively. In the multi-region samples of 23 MSS CCs, neither TRAF2 nor TRAF3 frameshift mutation was found. In 40% of CCs, both TRAF2 and TRAF3 expressions were increased compared to normal colon cells. Our data indicate that TRAF2 and TRAF3 frameshift mutations and their regional difference as well as altered expressions are present in MSI-H CCs, which could contribute to MSI-H cancer development.
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Affiliation(s)
- Seong Won Moon
- Departments of Pathology and Cancer Research Institute, Seoul, Korea
| | - Hyun Ji Son
- Departments of Pathology and Cancer Research Institute, Seoul, Korea
| | - Eun Ji Choi
- Departments of Pathology and Cancer Research Institute, Seoul, Korea
| | - Nam Jin Yoo
- Departments of Pathology and Cancer Research Institute, Seoul, Korea
| | - Sug Hyung Lee
- Departments of Pathology and Cancer Research Institute, Seoul, Korea.,College of Medicine, The Catholic University of Korea, Seoul, Korea
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11
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Moon SW, Son HJ, Mo HY, Choi EJ, Yoo NJ, Lee SH. Mutation and expression alterations of histone methylation-related NSD2, KDM2B and SETMAR genes in colon cancers. Pathol Res Pract 2021; 219:153354. [PMID: 33621919 DOI: 10.1016/j.prp.2021.153354] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/20/2021] [Accepted: 01/25/2021] [Indexed: 12/22/2022]
Abstract
Epigenetic dysregulation is a hallmark of cancers, and examples of its cancer-associated expression and mutation alterations are rapidly growing. Histone methylation, a process by which methyl groups are transferred to amino acids of histone proteins, is crucial for the epigenetic gene regulation. NSD2 (nuclear receptor-binding SET domain protein 2) and SETMAR are epigenetic regulators for histone methylation. KDM2B, also known as FBXL10, is a histone demethylase that targets histone methylation processes. They are known to be altered in many cancers, but somatic frameshift mutation and expression of these genes remain undetermined in many other subsets of cancers, including high microsatellite instability (MSI-H) colon cancer (CC). In this study, we analyzed mononucleotide repeats in coding sequences of NSD2, KDM2B and SETMAR genes, and found frameshift mutations in 10 %, 2 % and 1 % of CCs with MSI-H, respectively. Of note, there was no frameshift mutation of these genes in microsatellite stable (MSS) CCs. In addition, we discovered that 2 and 2 of 16 CRCs (12.5 % and 12.5 %) harbored intratumoral heterogeneity (ITH) of the NSD2 and KDM2B frameshift mutations, respectively. In the immunohistochemistry for NSD2, intensity of NSD2 immunostaining in MSI-H CC is decreased compared to that in MSS. These results suggest that NSD2 might be altered at multiple levels (frameshift mutation, mutational ITH and expression) in MSI-H CCs, and could be related to MSI-H cancer pathogenesis.
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Affiliation(s)
- Seong Won Moon
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea
| | - Hyun Ji Son
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea; Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea
| | - Ha Yoon Mo
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea
| | - Eun Ji Choi
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea
| | - Nam Jin Yoo
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea
| | - Sug Hyung Lee
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea; Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, 137-701, Republic of Korea.
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Moon SW, Mo HY, Choi EJ, Yoo NJ, Lee SH. Cancer-related SRCAP and TPR mutations in colon cancers. Pathol Res Pract 2020; 217:153292. [PMID: 33307343 DOI: 10.1016/j.prp.2020.153292] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/13/2020] [Accepted: 11/14/2020] [Indexed: 10/22/2022]
Abstract
Current information suggests that SRCAP, TPR and CEACAM5 genes have cancer-related activities, but their alteration status is not well identified in colon cancer (CC). In this study, we analyzed frameshift mutations of these genes in CCs according to the microsatellite instability (MSI) status (high MSI (MSI-H) and microsatellite stable (MSS) CCs). In addition, regional difference in frameshift mutations of SRCAP, TPR and CEACAM5 genes were studied in CCs. In this study, we detected frameshift mutations (deletion or duplication of one or two bases) of SRCAP in 12 (12 %), TPR in 3 (3%) and CEACAM5 in 2 (2%) CCs with MSI-H. However, there was no such mutations in MSS cancers (P < 0.001). 18.8 % and 6.3 % of 16 CCs showed the regional difference in the SRCAP and TPR mutations, respectively. Approximately in 60 % of the CCs, SRCAP expression was increased compared to normal colon cells. Our study shows that SRCAP, TPR and CEACAM5 frameshift mutations and their regional difference as well as altered SRCAP expression are present in MSI-H CCs, which could contribute to CC development with MSI-H.
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Affiliation(s)
- Seong Won Moon
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea
| | - Ha Yoon Mo
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea
| | - Eun Ji Choi
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea
| | - Nam Jin Yoo
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea
| | - Sug Hyung Lee
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea; Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul 137-701, Republic of Korea.
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