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Fatema K, Haidar Z, Tanim MTH, Nath SD, Sajib AA. Unveiling the link between arsenic toxicity and diabetes: an in silico exploration into the role of transcription factors. Toxicol Res 2024; 40:653-672. [PMID: 39345741 PMCID: PMC11436564 DOI: 10.1007/s43188-024-00255-y] [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: 10/18/2023] [Revised: 04/10/2024] [Accepted: 07/10/2024] [Indexed: 10/01/2024] Open
Abstract
Arsenic-induced diabetes, despite being a relatively newer finding, is now a growing area of interest, owing to its multifaceted nature of development and the diversity of metabolic conditions that result from it, on top of the already complicated manifestation of arsenic toxicity. Identification and characterization of the common and differentially affected cellular metabolic pathways and their regulatory components among various arsenic and diabetes-associated complications may aid in understanding the core molecular mechanism of arsenic-induced diabetes. This study, therefore, explores the effects of arsenic on human cell lines through 14 transcriptomic datasets containing 160 individual samples using in silico tools to take a systematic, deeper look into the pathways and genes that are being altered. Among these, we especially focused on the role of transcription factors due to their diverse and multifaceted roles in biological processes, aiming to comprehensively investigate the underlying mechanism of arsenic-induced diabetes as well as associated health risks. We present a potential mechanism heavily implying the involvement of the TGF-β/SMAD3 signaling pathway leading to cell cycle alterations and the NF-κB/TNF-α, MAPK, and Ca2+ signaling pathways underlying the pathogenesis of arsenic-induced diabetes. This study also presents novel findings by suggesting potential associations of four transcription factors (NCOA3, PHF20, TFDP1, and TFDP2) with both arsenic toxicity and diabetes; five transcription factors (E2F5, ETS2, EGR1, JDP2, and TFE3) with arsenic toxicity; and one transcription factor (GATA2) with diabetes. The novel association of the transcription factors and proposed mechanism in this study may serve as a take-off point for more experimental evidence needed to understand the in vivo cellular-level diabetogenic effects of arsenic. Supplementary Information The online version contains supplementary material available at 10.1007/s43188-024-00255-y.
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Affiliation(s)
- Kaniz Fatema
- Department of Genetic Engineering & Biotechnology, University of Dhaka, Dhaka, 1000 Bangladesh
| | - Zinia Haidar
- Department of Genetic Engineering & Biotechnology, University of Dhaka, Dhaka, 1000 Bangladesh
| | - Md Tamzid Hossain Tanim
- Department of Genetic Engineering & Biotechnology, University of Dhaka, Dhaka, 1000 Bangladesh
| | - Sudipta Deb Nath
- Department of Genetic Engineering & Biotechnology, University of Dhaka, Dhaka, 1000 Bangladesh
| | - Abu Ashfaqur Sajib
- Department of Genetic Engineering & Biotechnology, University of Dhaka, Dhaka, 1000 Bangladesh
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2
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Floros KV, Fairchild CK, Li J, Zhang K, Roberts JL, Kurupi R, Hu B, Kraskauskiene V, Hosseini N, Shen S, Inge MM, Smith-Fry K, Li L, Sotiriou A, Dalton KM, Jose A, Abdelfadiel EI, Xing Y, Hill RD, Slaughter JM, Shende M, Lorenz MR, Hinojosa MR, Belvin BR, Lai Z, Boikos SA, Stamatouli AM, Lewis JP, Manjili MH, Valerie K, Li R, Banito A, Poklepovic A, Koblinski JE, Siggers T, Dozmorov MG, Jones KB, Radhakrishnan SK, Faber AC. Targeting of SUMOylation leads to cBAF complex stabilization and disruption of the SS18::SSX transcriptome in Synovial Sarcoma. RESEARCH SQUARE 2024:rs.3.rs-4362092. [PMID: 38883782 PMCID: PMC11177989 DOI: 10.21203/rs.3.rs-4362092/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: 06/18/2024]
Abstract
Synovial Sarcoma (SS) is driven by the SS18::SSX fusion oncoprotein and is ultimately refractory to therapeutic approaches. SS18::SSX alters ATP-dependent chromatin remodeling BAF (mammalian SWI/SNF) complexes, leading to the degradation of canonical (cBAF) complex and amplified presence of an SS18::SSX-containing non-canonical BAF (ncBAF or GBAF) that drives an SS-specific transcription program and tumorigenesis. We demonstrate that SS18::SSX activates the SUMOylation program and SSs are sensitive to the small molecule SAE1/2 inhibitor, TAK-981. Mechanistically, TAK-981 de-SUMOylates the cBAF subunit SMARCE1, stabilizing and restoring cBAF on chromatin, shifting away from SS18::SSX-ncBAF-driven transcription, associated with DNA damage and cell death and resulting in tumor inhibition across both human and mouse SS tumor models. TAK-981 synergized with cytotoxic chemotherapy through increased DNA damage, leading to tumor regression. Targeting the SUMOylation pathway in SS restores cBAF complexes and blocks the SS18::SSX-ncBAF transcriptome, identifying a therapeutic vulnerability in SS, positioning the in-clinic TAK-981 to treat SS.
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Affiliation(s)
- Konstantinos V. Floros
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Carter K. Fairchild
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Pauley Heart Center, Division of Cardiology, Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Jinxiu Li
- University of Utah, Huntsman Cancer Institute, 2000 Circle of Hope Drive, Salt Lake City, UT 84112 USA
| | - Kun Zhang
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Jane L. Roberts
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Richard Kurupi
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine Saint Louis, MO 63110 USA
| | - Bin Hu
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Vita Kraskauskiene
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Nayyerehalsadat Hosseini
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Shanwei Shen
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Melissa M. Inge
- Department of Biology, Boston University, Boston, MA 02215, USA
- Biological Design Center, Boston University, Boston, MA 02215, USA
| | - Kyllie Smith-Fry
- University of Utah, Huntsman Cancer Institute, 2000 Circle of Hope Drive, Salt Lake City, UT 84112 USA
| | - Li Li
- University of Utah, Huntsman Cancer Institute, 2000 Circle of Hope Drive, Salt Lake City, UT 84112 USA
| | - Afroditi Sotiriou
- Soft Tissue Sarcoma Research Group, Hopp Children’s Cancer Center, Heidelberg (KiTZ), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Krista M. Dalton
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Asha Jose
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Renal Section, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Elsamani I. Abdelfadiel
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Yanli Xing
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Ronald D. Hill
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Jamie M. Slaughter
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
| | - Mayuri Shende
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Madelyn R Lorenz
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Mandy R. Hinojosa
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, Texas, USA
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Benjamin R. Belvin
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Zhao Lai
- Greehey Children’s Cancer Research Institute, University of Texas Health San Antonio, San Antonio, Texas, USA
- Department of Molecular Medicine, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Sosipatros A. Boikos
- Department of Hematology and Oncology, Georgetown Lombardi Comprehensive Cancer Center, 3800 Reservoir Rd NW Ste E501, Washington, DC 20007 USA
| | - Angeliki M. Stamatouli
- Division of Endocrinology, Diabetes, and Metabolism, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia USA
| | - Janina P. Lewis
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Biochemistry and Molecular Biology, and Massey Cancer Center, Virginia Commonwealth University, Richmond, VA, 23298, USA
- Department of Microbiology & Immunology and Massey Cancer Center, Richmond VA, USA
| | - Masoud H. Manjili
- Department of Microbiology & Immunology and Massey Cancer Center, Richmond VA, USA
| | - Kristoffer Valerie
- Department of Radiation Oncology and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond VA, 23298 USA
| | - Renfeng Li
- Program in Microbiology and Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Microbiology and Molecular Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Cancer Virology Program, Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA 15232, USA
| | - Ana Banito
- Soft Tissue Sarcoma Research Group, Hopp Children’s Cancer Center, Heidelberg (KiTZ), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrew Poklepovic
- Department of Internal Medicine, Division of Oncology, Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, VA, USA
| | - Jennifer E. Koblinski
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Trevor Siggers
- Department of Biology, Boston University, Boston, MA 02215, USA
- Biological Design Center, Boston University, Boston, MA 02215, USA
- Bioinformatics Program, Boston University, Boston, MA 02215, USA
| | - Mikhail G. Dozmorov
- Department of Biostatistics, Virginia Commonwealth University, Richmond VA, 23298 USA
| | - Kevin B. Jones
- University of Utah, Huntsman Cancer Institute, 2000 Circle of Hope Drive, Salt Lake City, UT 84112 USA
| | - Senthil K. Radhakrishnan
- Department of Pathology, Virginia Commonwealth University and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
| | - Anthony C. Faber
- VCU Philips Institute, Virginia Commonwealth University School of Dentistry and Massey Comprehensive Cancer Center, Richmond VA, 23298 USA
- Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298 USA
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Zheng M, Tian S, Zhou X, Yan M, Zhou M, Yu Y, Zhang Y, Wang X, Li N, Ren L, Zhang S. MITF regulates the subcellular location of HIF1α through SUMOylation to promote the invasion and metastasis of daughter cells derived from polyploid giant cancer cells. Oncol Rep 2024; 51:63. [PMID: 38456491 PMCID: PMC10940875 DOI: 10.3892/or.2024.8722] [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: 07/14/2023] [Accepted: 01/23/2024] [Indexed: 03/09/2024] Open
Abstract
High concentrations of cobalt chloride (CoCl2) can induce the formation of polyploid giant cancer cells (PGCCs) in various tumors, which can produce daughter cells with strong proliferative, migratory and invasive abilities via asymmetric division. To study the role of hypoxia‑inducible factor (HIF) 1α in the formation of PGCCs, colon cancer cell lines Hct116 and LoVo were used as experimental subjects. Western blotting, nuclear and cytoplasmic protein extraction and immunocytochemical experiments were used to compare the changes in the expression and subcellular localization of HIF1α, microphthalmia‑associated transcription factor (MITF), protein inhibitor of activated STAT protein 4 (PIAS4) and von Hippel‑Lindau disease tumor suppressor (VHL) after treatment with CoCl2. The SUMOylation of HIFα was verified by co‑immunoprecipitation assay. After inhibiting HIF1α SUMOylation, the changes in proliferation, migration and invasion abilities of Hct116 and LoVo were compared by plate colony formation, wound healing and Transwell migration and invasion. In addition, lysine sites that led to SUMOylation of HIF1α were identified through site mutation experiments. The results showed that CoCl2 can induce the formation of PGCCs with the expression level of HIF1α higher in treated cells than in control cells. HIF1α was primarily located in the cytoplasm of control cell. Following CoCl2 treatment, the subcellular localization of HIF1α was primarily in the nuclei of PGCCs with daughter cells (PDCs). After treatment with SUMOylation inhibitors, the nuclear HIF1α expression in PDCs decreased. Furthermore, their proliferation, migration and invasion abilities also decreased. After inhibiting the expression of MITF, the expression of HIF1α decreased. MITF can regulate HIF1α SUMOylation. Expression and subcellular localization of VHL and HIF1α did not change following PIAS4 knockdown. SUMOylation of HIF1α occurs at the amino acid sites K391 and K477 in PDCs. After mutation of the two sites, nuclear expression of HIF1α in PDCs was reduced, along with a significant reduction in the proliferation, migration and invasion abilities. In conclusion, the post‑translation modification regulated the subcellular location of HIF1α and the nuclear expression of HIF1α promoted the proliferation, migration and invasion abilities of PDCs. MITF could regulate the transcription and protein levels of HIF1α and participate in the regulation of HIF1α SUMOylation.
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Affiliation(s)
- Minying Zheng
- Department of Pathology, Tianjin Union Medical Center, Tianjin 300121, P.R. China
| | - Shifeng Tian
- Department of Pathology, Tianjin Union Medical Center, Tianjin 300121, P.R. China
| | - Xinyue Zhou
- Graduate School, Tianjin Medical University, Tianjin 300070, P.R. China
| | - Man Yan
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, P.R. China
| | - Mingming Zhou
- Graduate School, Tianjin Medical University, Tianjin 300070, P.R. China
| | - Yongjun Yu
- Department of Pathology, Tianjin Union Medical Center, Tianjin 300121, P.R. China
| | - Yue Zhang
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, P.R. China
| | - Xiaorui Wang
- Graduate School, Tianjin Medical University, Tianjin 300070, P.R. China
| | - Na Li
- Graduate School, Tianjin Medical University, Tianjin 300070, P.R. China
| | - Li Ren
- Department of Clinical Laboratory, Tianjin Medical University Cancer Institution and Hospital, Tianjin 300090, P.R. China
| | - Shiwu Zhang
- Department of Pathology, Tianjin Union Medical Center, Tianjin 300121, P.R. China
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Floros KV, Fairchild CK, Li J, Zhang K, Roberts JL, Kurupi R, Hu B, Kraskauskiene V, Hosseini N, Shen S, Inge MM, Smith-Fry K, Li L, Sotiriou A, Dalton KM, Jose A, Abdelfadiel EI, Xing Y, Hill RD, Slaughter JM, Shende M, Lorenz MR, Hinojosa MR, Belvin BR, Lai Z, Boikos SA, Stamatouli AM, Lewis JP, Manjili MH, Valerie K, Li R, Banito A, Poklepovic A, Koblinski JE, Siggers T, Dozmorov MG, Jones KB, Radhakrishnan SK, Faber AC. Targeting of SUMOylation leads to cBAF complex stabilization and disruption of the SS18::SSX transcriptome in Synovial Sarcoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.25.591023. [PMID: 38712286 PMCID: PMC11071469 DOI: 10.1101/2024.04.25.591023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Synovial Sarcoma (SS) is driven by the SS18::SSX fusion oncoprotein. and is ultimately refractory to therapeutic approaches. SS18::SSX alters ATP-dependent chromatin remodeling BAF (mammalian SWI/SNF) complexes, leading to the degradation of canonical (cBAF) complex and amplified presence of an SS18::SSX-containing non-canonical BAF (ncBAF or GBAF) that drives an SS-specific transcription program and tumorigenesis. We demonstrate that SS18::SSX activates the SUMOylation program and SSs are sensitive to the small molecule SAE1/2 inhibitor, TAK-981. Mechanistically, TAK-981 de-SUMOylates the cBAF subunit SMARCE1, stabilizing and restoring cBAF on chromatin, shifting away from SS18::SSX-ncBAF-driven transcription, associated with DNA damage and cell death and resulting in tumor inhibition across both human and mouse SS tumor models. TAK-981 synergized with cytotoxic chemotherapy through increased DNA damage, leading to tumor regression. Targeting the SUMOylation pathway in SS restores cBAF complexes and blocks the SS18::SSX-ncBAF transcriptome, identifying a therapeutic vulnerability in SS, positioning the in-clinic TAK-981 to treat SS.
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Papanikolaou NA, Hytiroglou P, Pantelidou P, Papavassiliou AG, Old LL. Systems-Level Mapping of Cancer Testis Antigen 1b/a to Sarcoma Pathways Identifies Activated Ran Binding-2 E3 SUMO-Protein Ligase and Transducin-Like Enhancer Protein 1. Front Genet 2022; 13:834445. [PMID: 35664317 PMCID: PMC9158115 DOI: 10.3389/fgene.2022.834445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/14/2022] [Indexed: 11/13/2022] Open
Abstract
Here we describe the identification of genes and their encoded proteins that are expressed in advanced grade tumors by reconstruction of a sarcoma cancer testis gene 1b/a (catg1b/a) network. CTAG1B/A is an ortholog of the yeast/Drosophila transcription factor Pcc1p, and a member of the KEOPS transcription complex. It has been implicated in telomere maintenance and transcriptional regulation through association with chromatin remodeling factors and is only expressed during adult testis germ cell differentiation. Ctag1b/a is re-activated in synovial sarcomas and myxoid liposarcomas but not in differentiated liposarcomas. We mapped CTAG1B/A protein to sarcoma transcription pathways with gene set expression analysis (GSEA) and using independent samples, we immunohistochemically identified expression of at least two network neighbors, RANBP2, and TLE1, thus validating our approach. This work demonstrates that mapping unknown genes to functional pathways by network re-construction is a powerful tool that can be used to identify candidate oncoproteins.
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Affiliation(s)
- Nikolaos A. Papanikolaou
- Laboratory of Biological Chemistry, Department of Medicine, Section of Biological Sciences and Preventive Medicine, School of Medicine, Aristotle University of Thessaloniki, Macedonia, Greece
- *Correspondence: Nikolaos A. Papanikolaou,
| | - Prodromos Hytiroglou
- Department of Medicine, Laboratory of Pathology, School of Medicine, Aristotle University of Thessaloniki, Macedonia, Greece
| | - Pavlina Pantelidou
- Department of Medicine, Laboratory of Pathology, School of Medicine, Aristotle University of Thessaloniki, Macedonia, Greece
| | - Athanasios G. Papavassiliou
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Lloyd L. Old
- Ludwig Institute for Cancer Research, Memorial Sloan Kettering Institute for Cancer Research, New York City, NY, United States
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