1
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Mondal P, Alyateem G, Mitchell AV, Gottesman MM. A whole-genome CRISPR screen identifies the spindle accessory checkpoint as a locus of nab-paclitaxel resistance in a pancreatic cancer cell line. Sci Rep 2024; 14:15912. [PMID: 38987356 PMCID: PMC11236977 DOI: 10.1038/s41598-024-66244-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/28/2024] [Indexed: 07/12/2024] Open
Abstract
Pancreatic adenocarcinoma is one of the most aggressive and lethal forms of cancer. Chemotherapy is the primary treatment for pancreatic cancer, but resistance to the drugs used remains a major challenge. A genome-wide CRISPR interference and knockout screen in the PANC-1 cell line with the drug nab-paclitaxel has identified a group of spindle assembly checkpoint (SAC) genes that enhance survival in nab-paclitaxel. Knockdown of these SAC genes (BUB1B, BUB3, and TTK) attenuates paclitaxel-induced cell death. Cells treated with the small molecule inhibitors BAY 1217389 or MPI 0479605, targeting the threonine tyrosine kinase (TTK), also enhance survival in paclitaxel. Overexpression of these SAC genes does not affect sensitivity to paclitaxel. These discoveries have helped to elucidate the mechanisms behind paclitaxel cytotoxicity. The outcomes of this investigation may pave the way for a deeper comprehension of the diverse responses of pancreatic cancer to therapies including paclitaxel. Additionally, they could facilitate the formulation of novel treatment approaches for pancreatic cancer.
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Affiliation(s)
- Priya Mondal
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA
| | - George Alyateem
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA
| | - Allison V Mitchell
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA
| | - Michael M Gottesman
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD, 20892, USA.
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2
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Qin Q, Liu R, Li Z, Liu M, Wu X, Wang H, Yang S, Sun X, Yi X. Resolving candidate genes of duck ovarian tissue transplantation via RNA-Seq and expression network analyses. Poult Sci 2024; 103:103788. [PMID: 38692177 PMCID: PMC11070914 DOI: 10.1016/j.psj.2024.103788] [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: 02/22/2024] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 05/03/2024] Open
Abstract
This study aims to identify candidate genes related to ovarian development after ovarian tissue transplantation through transcriptome sequencing (RNA-seq) and expression network analyses, as well as to provide a reference for determining the molecular mechanism of improving ovarian development following ovarian tissue transplantation. We collected ovarian tissues from 15 thirty-day-old ducks and split each ovary into 4 equal portions of comparable sizes before orthotopically transplanting them into 2-day-old ducks. Samples were collected on days 0 (untransplanted), 3, 6, and 9. The samples were paraffin sectioned and then subjected to Hematoxylin-Eosin (HE) staining and follicular counting. We extracted RNA from ovarian samples via the Trizol method to construct a transcriptome library, which was then sequenced by the Illumina Novaseq 6000 sequencing platform. The sequencing results were examined for differentially expressed genes (DEG) through gene ontology (GO) function and the Kyoto encyclopedia of genes and genomes (KEGG) pathway analyses, gene set enrichment analysis (GSEA), weighted correlation network analysis (WGCNA), and protein-protein interaction (PPI) networks. Some of the candidate genes were selected for verification using real-time fluorescence quantitative PCR (qRT-PCR). Histological analysis revealed a significant reduction in the number of morphologically normal follicles at 3, 6, and 9 d after ovarian transplantation, along with significantly higher abnormality rates (P < 0.05). The transcriptome analysis results revealed 2,114, 2,224, and 2,257 upregulated DEGs and 2,647, 2,883, and 2,665 downregulated DEGs at 3, 6, and 9 d after ovarian transplantation, respectively. Enrichment analysis revealed the involvement multiple pathways in inflammatory signaling, signal transduction, and cellular processes. Furthermore, WGCNA yielded 13 modules, with 10, 4, and 6 candidate genes mined at 3, 6 and 9 d after ovarian transplantation, respectively. Transcription factor (TF) prediction showed that STAT1 was the most important TF. Finally, the qRT-PCR verification results revealed that 12 candidate genes exhibited an expression trend consistent with sequencing data. In summary, significant differences were observed in the number of follicles in duck ovaries following ovarian transplantation. Candidate genes involved in ovarian vascular remodeling and proliferation were screened using RNA-Seq and WGCNA.
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Affiliation(s)
- Qingming Qin
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Rongxu Liu
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Zhili Li
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Midi Liu
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Xian Wu
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Huimin Wang
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Shuailiang Yang
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Xuyang Sun
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China
| | - Xianguo Yi
- College of Animal Science and Technology, Xinyang Agriculture and Forestry University, Xinyang, Henan Province, 464000, P. R. China.
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3
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Sriramulu S, Thoidingjam S, Chen WM, Hassan O, Siddiqui F, Brown SL, Movsas B, Green MD, Davis AJ, Speers C, Walker E, Nyati S. BUB1 regulates non-homologous end joining pathway to mediate radioresistance in triple-negative breast cancer. J Exp Clin Cancer Res 2024; 43:163. [PMID: 38863037 PMCID: PMC11167950 DOI: 10.1186/s13046-024-03086-9] [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: 02/14/2024] [Accepted: 05/30/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is a highly aggressive form of breast cancer subtype often treated with radiotherapy (RT). Due to its intrinsic heterogeneity and lack of effective targets, it is crucial to identify novel molecular targets that would increase RT efficacy. Here we demonstrate the role of BUB1 (cell cycle Ser/Thr kinase) in TNBC radioresistance and offer a novel strategy to improve TNBC treatment. METHODS Gene expression analysis was performed to look at genes upregulated in TNBC patient samples compared to other subtypes. Cell proliferation and clonogenic survivals assays determined the IC50 of BUB1 inhibitor (BAY1816032) and radiation enhancement ratio (rER) with pharmacologic and genomic BUB1 inhibition. Mammary fat pad xenografts experiments were performed in CB17/SCID. The mechanism through which BUB1 inhibitor sensitizes TNBC cells to radiotherapy was delineated by γ-H2AX foci assays, BLRR, Immunoblotting, qPCR, CHX chase, and cell fractionation assays. RESULTS BUB1 is overexpressed in BC and its expression is considerably elevated in TNBC with poor survival outcomes. Pharmacological or genomic ablation of BUB1 sensitized multiple TNBC cell lines to cell killing by radiation, although breast epithelial cells showed no radiosensitization with BUB1 inhibition. Kinase function of BUB1 is mainly accountable for this radiosensitization phenotype. BUB1 ablation also led to radiosensitization in TNBC tumor xenografts with significantly increased tumor growth delay and overall survival. Mechanistically, BUB1 ablation inhibited the repair of radiation-induced DNA double strand breaks (DSBs). BUB1 ablation stabilized phospho-DNAPKcs (S2056) following RT such that half-lives could not be estimated. In contrast, RT alone caused BUB1 stabilization, but pre-treatment with BUB1 inhibitor prevented stabilization (t1/2, ~8 h). Nuclear and chromatin-enriched fractionations illustrated an increase in recruitment of phospho- and total-DNAPK, and KAP1 to chromatin indicating that BUB1 is indispensable in the activation and recruitment of non-homologous end joining (NHEJ) proteins to DSBs. Additionally, BUB1 staining of TNBC tissue microarrays demonstrated significant correlation of BUB1 protein expression with tumor grade. CONCLUSIONS BUB1 ablation sensitizes TNBC cell lines and xenografts to RT and BUB1 mediated radiosensitization may occur through NHEJ. Together, these results highlight BUB1 as a novel molecular target for radiosensitization in women with TNBC.
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Affiliation(s)
- Sushmitha Sriramulu
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
| | - Shivani Thoidingjam
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
| | - Wei-Min Chen
- Department of Radiation Oncology, UT Southwestern Medical School, Dallas, TX-75390, USA
| | - Oudai Hassan
- Department of Surgical Pathology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI-48202, USA
| | - Farzan Siddiqui
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI-48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI-48824, USA
| | - Stephen L Brown
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI-48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI-48824, USA
| | - Benjamin Movsas
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI-48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI-48824, USA
| | - Michael D Green
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI-48109, USA
| | - Anthony J Davis
- Department of Radiation Oncology, UT Southwestern Medical School, Dallas, TX-75390, USA
| | - Corey Speers
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI-48109, USA
- Department of Radiation Oncology, UH Seidman Cancer Center, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, OH-44106, USA
| | - Eleanor Walker
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI-48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI-48824, USA
| | - Shyam Nyati
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, 1 Ford Place, Detroit, 5D-42, MI-48202, USA.
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI-48202, USA.
- Department of Radiology, Michigan State University, East Lansing, MI-48824, USA.
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Sriramulu S, Thoidingjam S, Siddiqui F, Brown SL, Movsas B, Walker E, Nyati S. BUB1 Inhibition Sensitizes TNBC Cell Lines to Chemotherapy and Radiotherapy. Biomolecules 2024; 14:625. [PMID: 38927028 PMCID: PMC11202206 DOI: 10.3390/biom14060625] [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: 04/23/2024] [Revised: 05/16/2024] [Accepted: 05/24/2024] [Indexed: 06/28/2024] Open
Abstract
BUB1 is overexpressed in most human solid cancers, including breast cancer. Higher BUB1 levels are associated with a poor prognosis, especially in patients with triple-negative breast cancer (TNBC). Women with TNBC often develop resistance to chemotherapy and radiotherapy, which are still the mainstay of treatment for TNBC. Our previous studies demonstrated that a BUB1 kinase inhibitor (BAY1816032) reduced tumor cell proliferation and significantly enhanced radiotherapy efficacy in TNBC. In this study, we evaluated the effectiveness of BAY1816032 with a PARP inhibitor (olaparib), platinum agent (cisplatin), and microtubule poison (paclitaxel) alone or in combination with radiotherapy using cytotoxicity and clonogenic survival assays. BUB1 inhibitors sensitized BRCA1/2 wild-type SUM159 and MDA-MB-231 cells to olaparib, cisplatin, and paclitaxel synergistically (combination index; CI < 1). BAY1816032 significantly increased the radiation sensitization of SUM159 and MDA-MB-231 by olaparib, cisplatin, or paclitaxel at non-toxic concentrations (doses well below the IC50 concentrations). Importantly, the small molecular inhibitor of BUB1 synergistically (CI < 1) sensitized the BRCA mutant TNBC cell line HCC1937 to olaparib. Furthermore, the BUB1 inhibitor significantly increased the radiation enhancement ratio (rER) in HCC1937 cells (rER 1.34) compared to either agent alone (BUB1i rER 1.19; PARPi rER 1.04). The data presented here are significant as they provide proof that inhibition of BUB1 kinase activity sensitizes TNBC cell lines to a PARP inhibitor and radiation, irrespective of BRCA1/2 mutation status. Due to the ability of the BUB1 inhibitor to sensitize TNBC to different classes of drugs (platinum, PARPi, microtubule depolarization inhibitors), this work strongly supports the role of BUB1 as a novel molecular target to improve chemoradiation efficacy in TNBC and provides a rationale for the clinical evaluation of BAY1816032 as a chemosensitizer and chemoradiosensitizer in TNBC.
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Affiliation(s)
- Sushmitha Sriramulu
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
| | - Shivani Thoidingjam
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
| | - Farzan Siddiqui
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Stephen L. Brown
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Benjamin Movsas
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Eleanor Walker
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Shyam Nyati
- Department of Radiation Oncology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
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5
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Sriramulu S, Thoidingjam S, Chen WM, Hassan O, Siddiqui F, Brown SL, Movsas B, Green MD, Davis AJ, Speers C, Walker E, Nyati S. BUB1 regulates non-homologous end joining pathway to mediate radioresistance in triple-negative breast cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.07.592812. [PMID: 38766122 PMCID: PMC11100764 DOI: 10.1101/2024.05.07.592812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Background Triple-negative breast cancer (TNBC) is a highly aggressive form of breast cancer subtype often treated with radiotherapy (RT). Due to its intrinsic heterogeneity and lack of effective targets, it is crucial to identify novel molecular targets that would increase RT efficacy. Here we demonstrate the role of BUB1 (cell cycle Ser/Thr kinase) in TNBC radioresistance and offer a novel strategy to improve TNBC treatment. Methods Gene expression analysis was performed to look at genes upregulated in TNBC patient samples compared to other subtypes. Cell proliferation and clonogenic survivals assays determined the IC 50 of BUB1 inhibitor (BAY1816032) and radiation enhancement ratio (rER) with pharmacologic and genomic BUB1 inhibition. Mammary fat pad xenografts experiments were performed in CB17/SCID. The mechanism through which BUB1 inhibitor sensitizes TNBC cells to radiotherapy was delineated by γ-H2AX foci assays, BLRR, Immunoblotting, qPCR, CHX chase, and cell fractionation assays. Results BUB1 is overexpressed in BC and its expression is considerably elevated in TNBC with poor survival outcomes. Pharmacological or genomic ablation of BUB1 sensitized multiple TNBC cell lines to cell killing by radiation, although breast epithelial cells showed no radiosensitization with BUB1 inhibition. Kinase function of BUB1 is mainly accountable for this radiosensitization phenotype. BUB1 ablation also led to radiosensitization in TNBC tumor xenografts with significantly increased tumor growth delay and overall survival. Mechanistically, BUB1 ablation inhibited the repair of radiation-induced DNA double strand breaks (DSBs). BUB1 ablation stabilized phospho-DNAPKcs (S2056) following RT such that half-lives could not be estimated. In contrast, RT alone caused BUB1 stabilization, but pre-treatment with BUB1 inhibitor prevented stabilization (t 1/2 , ∼8 h). Nuclear and chromatin-enriched fractionations illustrated an increase in recruitment of phospho- and total-DNAPK, and KAP1 to chromatin indicating that BUB1 is indispensable in the activation and recruitment of non-homologous end joining (NHEJ) proteins to DSBs. Additionally, BUB1 staining of TNBC tissue microarrays demonstrated significant correlation of BUB1 protein expression with tumor grade. Conclusions BUB1 ablation sensitizes TNBC cell lines and xenografts to RT and BUB1 mediated radiosensitization may occur through NHEJ. Together, these results highlight BUB1 as a novel molecular target for radiosensitization in women with TNBC.
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6
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Zhao P, Meng D, Hu Z, Liang Y, Feng Y, Sun T, Cheng L, Zheng X, Li H. Intra-sample reversed pairs based on differentially ranked genes reveal biosignature for ovarian cancer. Comput Biol Med 2024; 172:108208. [PMID: 38484696 DOI: 10.1016/j.compbiomed.2024.108208] [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: 01/17/2024] [Revised: 02/08/2024] [Accepted: 02/25/2024] [Indexed: 03/26/2024]
Abstract
Ovarian cancer, a major gynecological malignancy, often remains undetected until advanced stages, necessitating more effective early screening methods. Existing biomarker based on differential genes often suffers from variations in clinical practice. To overcome the limitations of absolute gene expression values including batch effects and biological heterogeneity, we introduced a pairwise biosignature leveraging intra-sample differentially ranked genes (DRGs) and machine learning for ovarian cancer detection across diverse cohorts. We analyzed ten cohorts comprising 872 samples with 796 ovarian cancer and 76 normal. Our method, DRGpair, involves three stages: intra-sample ranking differential analysis, reversed gene pair analysis, and iterative LASSO regression. We identified four DRG pairs, demonstrating superior diagnostic performance compared to current state-of-the-art biomarkers and differentially expressed genes in seven independent cohorts. This rank-based approach not only reduced computational complexity but also enhanced the specificity and effectiveness of biomarkers, revealing DRGs as promising candidates for ovarian cancer detection and offering a scalable model adaptable to varying cohort characteristics.
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Affiliation(s)
- Pengfei Zhao
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Dian Meng
- School of Computing and Information Technology, Great Bay University, Guangdong, China
| | - Zunkai Hu
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Yining Liang
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Yating Feng
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Tongjie Sun
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Lixin Cheng
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China
| | - Xubin Zheng
- School of Computing and Information Technology, Great Bay University, Guangdong, China; Great Bay Institute for Advanced Study, Guangdong, China
| | - Haili Li
- School of Medicine, The First Affiliated Hospital of Southern University of Science and Technology, Shenzhen People's Hospital, Shenzhen, China.
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Gao Y, Yu M, Liu Z, Liu Y, Kong Z, Zhu C, Qin X, Li Y, Tang L. m 6A demethylase ALKBH5 maintains stemness of intrahepatic cholangiocarcinoma by sustaining BUB1B expression and cell proliferation. Transl Oncol 2024; 41:101858. [PMID: 38242006 PMCID: PMC10825528 DOI: 10.1016/j.tranon.2023.101858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 11/27/2023] [Accepted: 12/04/2023] [Indexed: 01/21/2024] Open
Abstract
ALKBH5 plays critical roles in various cellular processes via post-transcriptional regulation of oncogenes or tumor suppressors in an N6-methyladenosine (m6A)-dependent manner. However, its function in intrahepatic cholangiocarcinoma (ICC) remains unclear. In the present study, bioinformatic analyses of The Cancer Genome Atlas (TCGA) data were performed, and the association of ALKBH5 in predicting overall survival in patients with ICC was investigated. Then, the clinical data of patients from The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University (Changzhou, China) was used to reveal the overall survival of patients with ICC with different ALKBH5 expression levels by Kaplan-Meier survival analysis. Subsequently, in vitro and in vivo studies were conducted to explore and verify the downstream genes regulated by ALKBH5. The results from TCGA data demonstrated that ALKBH5 expression is elevated in ICC and that patients with high ALKBH5 expression exhibited poor survival compared with patients with low expression. In addition, in vitro assays demonstrated that ALKBH5 promoted cell viability and maintained the stemness of ICC cells, leading to ICC progression. The present study also demonstrated that BUB1 mitotic checkpoint serine/threonine kinase B (BUB1B) is the downstream gene regulated by ALKBH5 and targeting BUB1B suppressed cell growth. The in vitro and vivo experiments revealed that ALKBH5 might function through BUB1B to maintain the stemness of ICC and that altering BUB1B may suppress ICC progression.
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Affiliation(s)
- Yuan Gao
- The Institute of Hepatobiliary and pancreatic diseases, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China; Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China
| | - Miao Yu
- Department of Bioinformatics, Nanjing Medical University, Nanjing 211166, China
| | - Zengyuan Liu
- The Third People's Provincial Hospital of Henan Province, Zhengzhou, 450000, Henan, China
| | - Yi Liu
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China
| | - Zhijun Kong
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China
| | - Chunfu Zhu
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China
| | - Xihu Qin
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China
| | - Yan Li
- Department of Bioinformatics, Nanjing Medical University, Nanjing 211166, China.
| | - Liming Tang
- Gastrointestinal Surgery and Central Laboratory, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou 213000, China.
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Mondal P, Alyateem G, Mitchell AV, Gottesman MM. A whole-genome CRISPR screen identifies the spindle accessory checkpoint as a locus of nab-paclitaxel resistance in pancreatic cancer cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.15.580539. [PMID: 38410481 PMCID: PMC10896345 DOI: 10.1101/2024.02.15.580539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Pancreatic adenocarcinoma is one of the most aggressive and lethal forms of cancer. Chemotherapy is the primary treatment for pancreatic cancer, but resistance to the drugs used remains a major challenge. A genome-wide CRISPR interference and knockout screen in the PANC-1 cell line with the drug nab-paclitaxel has identified a group of spindle assembly checkpoint (SAC) genes that enhance survival in nab-paclitaxel. Knockdown of these SAC genes (BUB1B, BUB3, and TTK) attenuates paclitaxel-induced cell death. Cells treated with the small molecule inhibitors BAY 1217389 or MPI 0479605, targeting the threonine tyrosine kinase (TTK), also enhance survival in paclitaxel. Overexpression of these SAC genes does not affect sensitivity to paclitaxel. These discoveries have helped to elucidate the mechanisms behind paclitaxel cytotoxicity. The outcomes of this investigation may pave the way for a deeper comprehension of the diverse responses of pancreatic cancer to therapies including paclitaxel. Additionally, they could facilitate the formulation of novel treatment approaches for pancreatic cancer.
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Affiliation(s)
- Priya Mondal
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892
| | - George Alyateem
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892
| | - Allison V. Mitchell
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892
| | - Michael M. Gottesman
- Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, MD 20892
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Wang Y, Chen X, Xu X, Yang J, Liu X, Sun G, Li Z. Weighted Gene Co-Expression Network Analysis Based on Stimulation by Lipopolysaccharides and Polyinosinic:polycytidylic Acid Provides a Core Set of Genes for Understanding Hemolymph Immune Response Mechanisms of Amphioctopus fangsiao. Animals (Basel) 2023; 14:80. [PMID: 38200810 PMCID: PMC10778463 DOI: 10.3390/ani14010080] [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: 07/10/2023] [Revised: 12/05/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
The primary influencer of aquaculture quality in Amphioctopus fangsiao is pathogen infection. Both lipopolysaccharides (LPS) and polyinosinic:polycytidylic acid (Poly I:C) are recognized by the pattern recognition receptor (PRR) within immune cells, a system that frequently serves to emulate pathogen invasion. Hemolymph, which functions as a transport mechanism for immune cells, offers vital transcriptome information when A. fangsiao is exposed to pathogens, thereby contributing to our comprehension of the species' immune biological mechanisms. In this study, we conducted analyses of transcript profiles under the influence of LPS and Poly I:C within a 24 h period. Concurrently, we developed a Weighted Gene Co-expression Network Analysis (WGCNA) to identify key modules and genes. Further, we carried out Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses to investigate the primary modular functions. Co-expression network analyses unveiled a series of immune response processes following pathogen stress, identifying several key modules and hub genes, including PKMYT1 and NAMPT. The invaluable genetic resources provided by our results aid our understanding of the immune response in A. fangsiao hemolymph and will further our exploration of the molecular mechanisms of pathogen infection in mollusks.
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Affiliation(s)
- Yongjie Wang
- School of Agriculture, Ludong University, Yantai 264025, China
| | - Xipan Chen
- School of Agriculture, Ludong University, Yantai 264025, China
| | - Xiaohui Xu
- School of Agriculture, Ludong University, Yantai 264025, China
| | - Jianmin Yang
- School of Agriculture, Ludong University, Yantai 264025, China
| | - Xiumei Liu
- College of Life Sciences, Yantai University, Yantai 264005, China;
| | - Guohua Sun
- School of Agriculture, Ludong University, Yantai 264025, China
| | - Zan Li
- School of Agriculture, Ludong University, Yantai 264025, China
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Lu Y, Wang R, He S, Zhang Q, Wei J, Hu J, Ding Y. Downregulation of BUBR1 regulates the proliferation and cell cycle of breast cancer cells and increases the sensitivity of cells to cisplatin. In Vitro Cell Dev Biol Anim 2023; 59:778-789. [PMID: 38048028 DOI: 10.1007/s11626-023-00823-w] [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: 09/06/2023] [Accepted: 11/01/2023] [Indexed: 12/05/2023]
Abstract
Breast cancer (BC) is a significant tissue for women's health worldwide. The spindle assembly checkpoint protein family includes BUBR1 (Bub1-related kinase or MAD3/Bub1b). High expression of BUBR1 promotes cell cycle disorders, leading to cell carcinogenesis and cancer progression. However, the underlying molecular mechanism and the role of BUBR1 in BC progression are unclear. The published dataset was analyzed to evaluate the clinical relevance of BUBR1. BUBR1 was knocked down in BC cells using shRNA. The CCK-8 assay was used to measure the cell viability, and mRNA and protein expression levels were detected by RT-qPCR and Western blot (WB). Cell apoptosis and cell cycle were detected by flow cytometry. Subcutaneous xenograft model was used to assess in vivo tumor growth. BUBR1 was found to be highly expressed in BC. The high expression of BUBR1 was associated with poor prognosis of BC patients. Upon BUBR1 knockdown using shRNA, the proliferation and metastatic ability of cells were decreased. Moreover, the cells with BUBR1 knockdown underwent cell cycle arrest. And the results showed that BUBR1 loss inhibited the phosphorylation of TAK1/JNK. In vitro and in vivo studies indicated the knockdown of BUBR1 rendered the BC cells more sensitive to cisplatin. In summary, BUBR1 may be a potential therapeutic target for BC and targeting BUBR1 may help overcome cisplatin resistance in BC patients.
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Affiliation(s)
- Yiran Lu
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China
| | - Ruiqing Wang
- The Eye Center in the Second Hospital of Jilin University, Nanguan District, Ziqiang Street 218#, Changchun City, Jilin, 130041, China
| | - Song He
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China
| | - Qing Zhang
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China
| | - Jiahui Wei
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China
| | - Jinping Hu
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China
| | - Yu Ding
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun City, Jilin, 130062, China.
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11
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Komura K, Tokushige S, Ishida M, Hirosuna K, Yamazaki S, Nishimura K, Ajiro M, Ohno T, Nakamori K, Kinoshita S, Tsujino T, Maenosono R, Yoshikawa Y, Takai T, Tsutsumi T, Taniguchi K, Tanaka T, Takahara K, Inamoto T, Hirose Y, Ono F, Shiraishi Y, Yoshimi A, Azuma H. Tertiary lymphoid structure and neutrophil-lymphocyte ratio coordinately predict outcome of pembrolizumab. Cancer Sci 2023; 114:4622-4631. [PMID: 37752769 PMCID: PMC10728008 DOI: 10.1111/cas.15976] [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: 08/08/2023] [Revised: 09/08/2023] [Accepted: 09/12/2023] [Indexed: 09/28/2023] Open
Abstract
Emerging evidence suggests that the presence of tertiary lymphoid structures (TLS) and neutrophil-lymphocyte ratio (NLR) in peripheral blood is associated with the treatment response to checkpoint inhibitors (CPIs), whereas there is limited knowledge regarding whether these factors reciprocally impact the treatment outcomes of CPIs in metastatic urothelial carcinoma (mUC). Herein, we investigated treatment outcomes of platinum-refractory mUC patients (50 cases with whole-exome and transcriptome sequencing) treated with pembrolizumab. The pathological review identified 24% of cases of TLS in the specimens. There was no significant difference in the NLR between the TLS- and TLS+ groups (p = 0.153). In the lower NLR group, both overall survival and progression-free survival were significantly longer in patients with TLS than in those without TLS, whereas the favorable outcomes associated with TLS were not observed in patients in the higher NLR group. We explored transcriptomic differences in UC with TLS. The TLS was comparably observed between luminal (20%) and basal (25%) tumor subtypes (p = 0.736). Exploring putative immune-checkpoint genes revealed that ICOSLG (B7-H2) was significantly increased in tumors with lower NLR. KRT expression levels exhibited higher basal cell markers (KRT5 and KRT17) in the higher NLR group and lower differentiated cell markers (KRT8 and KRT18) in patients with TLS. In conclusion, the improved outcomes of pembrolizumab treatment in mUC are restricted to patients with lower NLR. Our findings begin to elucidate a distinct molecular pattern for the presence of TLS according to the NLR in peripheral blood.
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Affiliation(s)
- Kazumasa Komura
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
- Division of Translational ResearchOsaka Medical and PharmaceuticalTakatsuki City, OsakaJapan
| | - Satoshi Tokushige
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Mitsuaki Ishida
- Department of PathologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | | | - Shogo Yamazaki
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Kazuki Nishimura
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
- Division of Cancer RNA ResearchNational Cancer Center Research InstituteChuo‐ku, TokyoJapan
| | - Masahiko Ajiro
- Division of Cancer RNA ResearchNational Cancer Center Research InstituteChuo‐ku, TokyoJapan
| | - Takaya Ohno
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Keita Nakamori
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Shoko Kinoshita
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Takuya Tsujino
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Ryoichi Maenosono
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Yuki Yoshikawa
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Tomoaki Takai
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Takeshi Tsutsumi
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Kohei Taniguchi
- Division of Translational ResearchOsaka Medical and PharmaceuticalTakatsuki City, OsakaJapan
| | - Tomohito Tanaka
- Division of Translational ResearchOsaka Medical and PharmaceuticalTakatsuki City, OsakaJapan
| | - Kiyoshi Takahara
- Department of UrologyFujita‐Health University School of MedicineToyoake CityJapan
| | - Teruo Inamoto
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Yoshinobu Hirose
- Department of PathologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
| | - Fumihito Ono
- Division of Translational ResearchOsaka Medical and PharmaceuticalTakatsuki City, OsakaJapan
| | - Yuichi Shiraishi
- Division of Genome Analysis Platform DevelopmentNational Cancer Center ResearchChuo‐ku, TokyoJapan
| | - Akihide Yoshimi
- Division of Cancer RNA ResearchNational Cancer Center Research InstituteChuo‐ku, TokyoJapan
| | - Haruhito Azuma
- Department of UrologyOsaka Medical and Pharmaceutical UniversityTakatsuki City, OsakaJapan
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12
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Sterling NA, Terry BK, McDonnell JM, Kim S. P53 independent pathogenic mechanisms contribute to BubR1 microcephaly. Front Cell Dev Biol 2023; 11:1282182. [PMID: 37900274 PMCID: PMC10602889 DOI: 10.3389/fcell.2023.1282182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 09/26/2023] [Indexed: 10/31/2023] Open
Abstract
The mosaic variegated aneuploidy (MVA)-associated gene Budding Uninhibited by Benzimidazole 1B (BUB1B) encodes BUBR1, a core member of the spindle assembly checkpoint complex that ensures kinetochore-spindle attachment for faithful chromosome segregation. BUB1B mutation in humans and its deletion in mice cause microcephaly. In the absence of BubR1 in mice, massive cell death reduces cortical cells during neurogenesis. However, the molecular and cellular mechanisms triggering cell death are unknown. In this study, we performed three-dimensional imaging analysis of mitotic BubR1-deficient neural progenitors in a murine model to show profound chromosomal segregation defects and structural abnormalities. Chromosomal defects and accompanying DNA damage result in P53 activation and apoptotic cell death in BubR1 mutants. To test whether the P53 cell death pathway is responsible for cortical cell loss, we co-deleted Trp53 in BubR1-deficient cortices. Remarkably, we discovered that residual apoptotic cell death remains in double mutants lacking P53, suggesting P53-independent apoptosis. Furthermore, the minimal rescue of cortical size and cortical neuron numbers in double mutant mice suggests the compelling extent of alternative death mechanisms in the absence of P53. This study demonstrates a potential pathogenic mechanism for microcephaly in MVA patients and uncovers the existence of powerful means of eliminating unfit cells even when the P53 death pathway is disabled.
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Affiliation(s)
- Noelle A. Sterling
- Shriners Hospitals Pediatrics Research Center, Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
- Biomedical Sciences Graduate Program, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Bethany K. Terry
- Shriners Hospitals Pediatrics Research Center, Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
- Biomedical Sciences Graduate Program, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Julia M. McDonnell
- Shriners Hospitals Pediatrics Research Center, Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Seonhee Kim
- Shriners Hospitals Pediatrics Research Center, Department of Neural Sciences, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
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13
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Uchimoto T, Fukushima T, Komura K, Fukuokaya W, Adachi T, Hashimoto T, Yoshizawa A, Nakamura K, Yano Y, Nishimura K, Nishio K, Nakamori K, Iwatani K, Yamamoto S, Urabe F, Mori K, Yanagisawa T, Tsuduki S, Takahara K, Inamoto T, Miki J, Kimura T, Ohno Y, Shiroki R, Egawa S, Azuma H. Re-challenging chemotherapy after pembrolizumab in platinum-refractory urothelial carcinoma. BJU Int 2023; 131:477-485. [PMID: 36098556 DOI: 10.1111/bju.15893] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To assess the real-world clinical benefit of re-challenging chemotherapy after pembrolizumab in patients with metastatic urothelial carcinoma (mUC), as there have been several reports suggesting that programmed cell death protein-1/programmed death-ligand 1inhibitors can restore platinum sensitivity. PATIENTS AND METHODS Of 236 patients treated with pembrolizumab, we excluded 45 patients who did not experience progressive disease (PD) for pembrolizumab during the follow-up and 86 patients who discontinued pembrolizumab by the diagnosis of PD followed by the best supportive care. A total of 105 patients were identified for a logistic regression propensity score model to compare the survival outcomes between patients treated with continuing pembrolizumab (80) and re-challenging chemotherapy (25) after the diagnosis of PD for pembrolizumab. RESULTS A median overall survival (OS) from PD for pembrolizumab was 11 months in 105 patients. Of 25 patients treated with re-challenging chemotherapy, platinum-including chemotherapy (gemcitabine and cisplatin; gemcitabine/cisplatin/paclitaxel [GCP]; methotrexate and vinblastine and adriamycin and cisplatin; and methotrexate and carboplatin and vinblastine MCAVI) was offered in 20 patients (80%). The objective response rate (ORR) for the first-line chemotherapy in the 105 patients was 30%, with a comparable ORR in 25 patients treated with re-challenging chemotherapy of 28%. GCP as a re-challenging regimen was offered in 12 of 25 (48%) patients. The ORR for the GCP regimen was 50%. Propensity score matching was performed using putative clinical factors, from which 34 patients were identified as pair-matched groups. The OS for patients treated with re-challenging chemotherapy was significantly longer than continuing pembrolizumab (a median of 13.9 and 5.8 months, respectively: P = 0.048). CONCLUSION Re-challenging chemotherapy including platinum agents after PD with pembrolizumab offers clinical benefits in patients with mUC.
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Affiliation(s)
- Taizo Uchimoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Tatsuo Fukushima
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Kazumasa Komura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Wataru Fukuokaya
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Takahiro Adachi
- Department of Urology, Tokyo Medical University, Shinjuku-ku, Tokyo, Japan
| | - Takeshi Hashimoto
- Department of Urology, Tokyo Medical University, Shinjuku-ku, Tokyo, Japan
| | - Atsuhiko Yoshizawa
- Department of Urology, Fujita-Health University School of Medicine, Toyoake City, Aichi, Japan
| | - Ko Nakamura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Yusuke Yano
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Kazuki Nishimura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Kyosuke Nishio
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Keita Nakamori
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Kosuke Iwatani
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Shutaro Yamamoto
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Fumihiko Urabe
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Keiichiro Mori
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Takafumi Yanagisawa
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Shunsuke Tsuduki
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Kiyoshi Takahara
- Department of Urology, Fujita-Health University School of Medicine, Toyoake City, Aichi, Japan
| | - Teruo Inamoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
| | - Jun Miki
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Takahiro Kimura
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Yoshio Ohno
- Department of Urology, Tokyo Medical University, Shinjuku-ku, Tokyo, Japan
| | - Ryoichi Shiroki
- Department of Urology, Fujita-Health University School of Medicine, Toyoake City, Aichi, Japan
| | - Shin Egawa
- Department of Urology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki City, Osaka, Japan
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14
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Hamdy H, Yang Y, Cheng C, Liu Q. Identification of Potential Hub Genes Related to Aflatoxin B1, Liver Fibrosis and Hepatocellular Carcinoma via Integrated Bioinformatics Analysis. BIOLOGY 2023; 12:biology12020205. [PMID: 36829489 PMCID: PMC9952684 DOI: 10.3390/biology12020205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/22/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023]
Abstract
The molecular mechanism of the hepatotoxicant aflatoxin B1 to induce liver fibrosis and hepatocellular carcinoma (HCC) remains unclear, to offer fresh perspectives on the molecular mechanisms underlying the onset and progression of AFB1-Fibrosis-HCC, which may offer novel targets for the detection and therapy of HCC caused by AFB1. In this study, expression profiles of AFB1, liver fibrosis and liver cancer-related datasets were downloaded from the Gene Expression Omnibus (GEO), and differentially expressed genes (DEGs) were identified by the GEO2R tool. The STRING database, CytoHubba, and Cytoscape software were used to create the protein-protein interaction and hub genes of the combined genes, and the ssGSEA score for inflammatory cells related gene sets, the signaling pathway, and immunotherapy were identified using R software and the GSEA database. The findings revealed that AFB1-associated liver fibrosis and HCC combined genes were linked to cell process disruptions, the BUB1B and RRM2 genes were identified as hub genes, and the BUB1B gene was significantly increased in JAK-STAT signaling gene sets pathways as well as having an immunotherapy-related impact. In conclusion, BUB1B and RRM2 were identified as potential biomarkers for AFB1-induced fibrosis and HCC progression.
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Affiliation(s)
- Hayam Hamdy
- Center for Global Health, The Key Laboratory of Modern Toxicology, Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China
- Department of Forensic Medicine and Toxicology, Faculty of Veterinary Medicine, New Valley University, New Valley 72713, Egypt
| | - Yi Yang
- Center for Global Health, The Key Laboratory of Modern Toxicology, Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China
| | - Cheng Cheng
- Center for Global Health, The Key Laboratory of Modern Toxicology, Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China
| | - Qizhan Liu
- Center for Global Health, The Key Laboratory of Modern Toxicology, Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China
- Correspondence: ; Tel.: +86-25-8686-8424; Fax: +86-25-8686-8499
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15
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Nakamori K, Yamazaki S, Komura K, Fukuokaya W, Adachi T, Hirasawa Y, Hashimoto T, Yoshizawa A, Ohno T, Yano Y, Nishimura K, Tokushige S, Uchimoto T, Yamamoto S, Iwatani K, Urabe F, Mori K, Yanagisawa T, Tsuduki S, Takahara K, Inamoto T, Miki J, Kimura T, Ohno Y, Shiroki R, Azuma H. Concurrent palliative radiation with pembrolizumab for platinum-refractory urothelial carcinoma is associated with improved overall survival. Clin Transl Radiat Oncol 2022; 39:100558. [PMID: 36545361 PMCID: PMC9762181 DOI: 10.1016/j.ctro.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/02/2022] [Accepted: 12/02/2022] [Indexed: 12/14/2022] Open
Abstract
Background and Purpose Pembrolizumab has now become a standard of care in metastatic urothelial carcinoma (mUC), although the treatment effect of the drug substantially differs among individuals. Emerging evidence suggests that radiotherapy exerts a synergistic effect with PD-1 blockade. We sought to elucidate the survival outcomes in patients who underwent palliative radiation with the pembrolizumab treatment. Methods We retrospectively investigated our multi-institutional dataset of 235 platinum-refractory mUC patients treated with pembrolizumab as second-line treatment, collected from January 2018 and October 2021. Propensity score matching was performed to reduce biases by potential confounding factors for overall survival (OS). Results With a median follow-up of 6.8 months, the median OS from the initiation of pembrolizumab was 13 months in 235 patients. Palliative radiation was performed in 71 (30.2%) patients for whom the median radiation dose and fraction were 30 Gy and 10 fractions, respectively. Irradiated sites were bone in 24 (33.8%), lymph node in 17 (23.9%), lung in 3 (4.2%), brain in 8 (11.3%), and other sites in 19 (26.8%). OS from the initiation of pembrolizumab was significantly longer in patients who underwent concurrent palliative radiation with pembrolizumab (39 patients: median OS: 21 months) than in both patients with palliative radiation before pembrolizumab (32 patients: median OS: 9 months) (p = 0.001) and those without palliative radiation throughout the follow-up (164 patients: median OS: 13 months) (p = 0.019). After the propensity-score matching by putative confounding factors, longer OS in patients treated with concurrent palliative radiation with pembrolizumab (n = 36) was still observed compared to patients without the concurrent palliative radiation (n = 36) in the pair matched cohort (median OS of 29 and 13 months, respectively, p = 0.033). Conclusions Our findings suggest that the concurrent administration of palliative radiation with pembrolizumab offers a favorable effect on OS in platinum-refractory mUC patients.
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Affiliation(s)
- Keita Nakamori
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Shogo Yamazaki
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Kazumasa Komura
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan,Corresponding authors at: Department of Urology, Osaka Medical and Pharmaceutical University, Unit Leader, Translational Research Program, Osaka Medical and Pharmaceutical University, Daigaku-machi 2-7, Takatsuki City 569-8686, Japan (K. Komura). Department of Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan (T. Kimura).
| | - Wataru Fukuokaya
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Takahiro Adachi
- Department of Urology, Tokyo Medical University, 6-7-1 Nishi-shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Yosuke Hirasawa
- Department of Urology, Tokyo Medical University, 6-7-1 Nishi-shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Takeshi Hashimoto
- Department of Urology, Tokyo Medical University, 6-7-1 Nishi-shinjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Atsuhiko Yoshizawa
- Department of Urology, Fujita-Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake, Toyoake City, Aichi 470-1192, Japan
| | - Takaya Ohno
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Yusuke Yano
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Kazuki Nishimura
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Satoshi Tokushige
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Taizo Uchimoto
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Shutaro Yamamoto
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Kosuke Iwatani
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Fumihiko Urabe
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Keiichiro Mori
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Takafumi Yanagisawa
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Shunsuke Tsuduki
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Kiyoshi Takahara
- Department of Urology, Fujita-Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake, Toyoake City, Aichi 470-1192, Japan
| | - Teruo Inamoto
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Jun Miki
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Takahiro Kimura
- Departmentof Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan,Corresponding authors at: Department of Urology, Osaka Medical and Pharmaceutical University, Unit Leader, Translational Research Program, Osaka Medical and Pharmaceutical University, Daigaku-machi 2-7, Takatsuki City 569-8686, Japan (K. Komura). Department of Urology, The Jikei University School of Medicine, 3-25-8, Nishi-shimbashi, Minato-ku, Tokyo 105-8461, Japan (T. Kimura).
| | - Yoshio Ohno
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
| | - Ryoichi Shiroki
- Department of Urology, Fujita-Health University School of Medicine, 1-98 Dengakugakubo, Kutsukake, Toyoake City, Aichi 470-1192, Japan
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7 Daigaku-machi, Takatsuki City, Osaka 569-8686, Japan
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16
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Liang X, Li L, Fan Y. Diagnostic, Prognostic, and Immunological Roles of HELLS in Pan-Cancer: A Bioinformatics Analysis. Front Immunol 2022; 13:870726. [PMID: 35774795 PMCID: PMC9237247 DOI: 10.3389/fimmu.2022.870726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 05/17/2022] [Indexed: 11/25/2022] Open
Abstract
Background Inappropriate repair of DNA damage drives carcinogenesis. Lymphoid-specific helicase (HELLS) is an important component of the chromatin remodeling complex that helps repair DNA through various mechanisms such as DNA methylation, histone posttranslational modification, and nucleosome remodeling. Its role in human cancer initiation and progression has garnered recent attention. Our study aims to provide a more systematic and comprehensive understanding of the role of HELLS in the development and progression of multiple malignancies through analysis of HELLS in cancers. Methods We explored the role of HELLS in cancers using The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) database. Multiple web platforms and software were used for data analysis, including R, Cytoscape, HPA, Archs4, TISIDB, cBioPortal, STRING, GSCALite, and CancerSEA. Results High HELLS expression was found in a variety of cancers and differentially expressed across molecular and immune subtypes. HELLS was involved in many cancer pathways. Its expression positively correlated with Th2 and Tcm cells in most cancers. It also correlated with genetic markers of immunomodulators in various cancers. Conclusions Our study elucidates the role HELLS plays in promotion, inhibition, and treatment of different cancers. HELLS is a potential cancer diagnostic and prognostic biomarker with immune, targeted, or cytotoxic therapeutic value. This work is a prerequisite to clinical validation and treatment of HELLS in cancers.
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Affiliation(s)
- Xiao Liang
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Linji Li
- Department of Anesthesiology, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong, China
| | - Yuchao Fan
- Department of Anesthesiology, Sichuan Cancer Center, Sichuan Cancer Hospital & Institute, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- *Correspondence: Yuchao Fan,
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17
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Nishimura K, Nishio K, Hirosuna K, Komura K, Hayashi T, Fukuokaya W, Ura A, Uchimoto T, Nakamura K, Fukushima T, Yano Y, Takahashi N, Nakamori K, Kinoshita S, Matsunaga T, Tsutsumi T, Tsujino T, Taniguchi K, Tanaka T, Uehara H, Takahara K, Inamoto T, Hirose Y, Kimura T, Egawa S, Azuma H. Efficacy of pembrolizumab and comprehensive CD274/PD-L1 profiles in patients previously treated with chemoradiation therapy as radical treatment in bladder cancer. J Immunother Cancer 2022; 10:jitc-2021-003868. [PMID: 35039462 PMCID: PMC8765067 DOI: 10.1136/jitc-2021-003868] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2021] [Indexed: 12/18/2022] Open
Abstract
Background Chemoradiation therapy (CRT) has been increasingly reported as a possible alternative to total cystectomy (TC) for localized bladder cancer (BC). Pembrolizumab is the standard of care for platinum-refractory metastatic urothelial carcinoma, although it is unknown whether the efficacy of pembrolizumab in patients previously treated with curative CRT varies from the results of benchmark trials. Methods We retrospectively assessed whether the survival benefit of pembrolizumab differs between patients previously treated with TC or CRT as radical treatment. A total of 212 patient records were collected for a logistic regression propensity score model. An independent dataset with next-generation sequencing (n=289) and PD-L1 Combined Positive Score (CPS: n=266) was analyzed to assess whether CRT-recurrent tumor harbors distinct CD274/PD-L1 profiles. Results Propensity score matching was performed using putative clinical factors, from which 30 patients in each arm were identified as pair-matched groups. There was no significant difference in overall survival from the initiation of pembrolizumab (p=0.80) and objective response rate (p=0.59) between CRT and TC treatment groups. In the independent 289 BC cohort, 22 samples (7.6%) were collected as CRT-recurrent tumors. There was no significant difference in CD274 mRNA expression level between CRT-naïve and CRT-recurrent tumors. The compositions of CD274 isoforms were comparable among all isoforms detected from RNAseq between CRT-naïve (n=267) and CRT-recurrent (n=22) tumors. No actionable exonic mutation in CD274 was detected in CRT-recurrent tumors. PD-L1 CPS was positively correlated with CD274 mRNA expression level, and PD-L1 CPS was comparable between CRT-naïve and CRT-recurrent tumors. Conclusions The efficacy of pembrolizumab for patients previously treated with CRT was similar to those treated with TC. The enhanced tumor regression by combining programmed cell death protein 1/PD-L1 inhibitor and CRT might be expected only in the concurrent administration.
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Affiliation(s)
- Kazuki Nishimura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Kyosuke Nishio
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Kensuke Hirosuna
- Translational Research Program, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Kazumasa Komura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan .,Translational Research Program, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Takuo Hayashi
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Wataru Fukuokaya
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Ayako Ura
- Department of Human Pathology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Taizo Uchimoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Ko Nakamura
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Tatsuo Fukushima
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Yusuke Yano
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Nobushige Takahashi
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Keita Nakamori
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Shoko Kinoshita
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Tomohisa Matsunaga
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Takeshi Tsutsumi
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Takuya Tsujino
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Kohei Taniguchi
- Translational Research Program, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Tomohito Tanaka
- Translational Research Program, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Hirofumi Uehara
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Kiyoshi Takahara
- Department of Urology, Fujita-Health University School of Medicine, Toyoake, Japan
| | - Teruo Inamoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Yoshinobu Hirose
- Department of Pathology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Takahiro Kimura
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Shin Egawa
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
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18
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López-Cortés R, Vázquez-Estévez S, Fernández JÁ, Núñez C. Proteomics as a Complementary Technique to Characterize Bladder Cancer. Cancers (Basel) 2021; 13:cancers13215537. [PMID: 34771699 PMCID: PMC8582709 DOI: 10.3390/cancers13215537] [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: 09/03/2021] [Revised: 10/21/2021] [Accepted: 10/21/2021] [Indexed: 12/11/2022] Open
Abstract
Simple Summary Although immunohistochemistry is a routine technique in clinics, and genomics has been rapidly incorporated, proteomics is a step behind. This general situation is also the norm in bladder cancer research. This review shows the contributions of proteomics to the molecular classification of bladder cancer, and to the study of histopathology due to tissue insults caused by tumors. Furthermore, the importance of proteomics for understanding the cellular and molecular changes as a consequence of the therapy of bladder cancer cannot be neglected. Abstract Bladder cancer (BC) is the most common tumor of the urinary tract and is conventionally classified as either non-muscle invasive or muscle invasive. In addition, histological variants exist, as organized by the WHO-2016 classification. However, innovations in next-generation sequencing have led to molecular classifications of BC. These innovations have also allowed for the tracing of major tumorigenic pathways and, therefore, are positioned as strong supporters of precision medicine. In parallel, immunohistochemistry is still the clinical reference to discriminate histological layers and to stage BC. Key contributions have been made to enlarge the panel of protein immunomarkers. Moreover, the analysis of proteins in liquid biopsy has also provided potential markers. Notwithstanding, their clinical adoption is still low, with very few approved tests. In this context, mass spectrometry-based proteomics has remained a step behind; hence, we aimed to develop them in the community. Herein, the authors introduce the epidemiology and the conventional classifications to review the molecular classification of BC, highlighting the contributions of proteomics. Then, the advances in mass spectrometry techniques focusing on maintaining the integrity of the biological structures are presented, a milestone for the emergence of histoproteomics. Within this field, the review then discusses selected proteins for the comprehension of the pathophysiological mechanisms of BC. Finally, because there is still insufficient knowledge, this review considers proteomics as an important source for the development of BC therapies.
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Affiliation(s)
- Rubén López-Cortés
- Research Unit, Hospital Universitario Lucus Augusti (HULA), Servizo Galego de Saúde (SERGAS), 27002 Lugo, Spain;
| | - Sergio Vázquez-Estévez
- Oncology Division, Hospital Universitario Lucus Augusti (HULA), Servizo Galego de Saúde (SERGAS), 27002 Lugo, Spain; (S.V.-E.); (J.Á.F.)
| | - Javier Álvarez Fernández
- Oncology Division, Hospital Universitario Lucus Augusti (HULA), Servizo Galego de Saúde (SERGAS), 27002 Lugo, Spain; (S.V.-E.); (J.Á.F.)
| | - Cristina Núñez
- Research Unit, Hospital Universitario Lucus Augusti (HULA), Servizo Galego de Saúde (SERGAS), 27002 Lugo, Spain;
- Correspondence:
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