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Felten R, Ye T, Schleiss C, Schwikowski B, Sibilia J, Monneaux F, Dumortier H, Jonsson R, Lessard C, Ng F, Takeuchi T, Mariette X, Gottenberg JE. Identification of new candidate drugs for primary Sjögren's syndrome using a drug repurposing transcriptomic approach. Rheumatology (Oxford) 2023; 62:3715-3723. [PMID: 36869684 PMCID: PMC10629788 DOI: 10.1093/rheumatology/kead096] [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: 10/03/2022] [Revised: 02/01/2023] [Accepted: 02/14/2023] [Indexed: 03/05/2023] Open
Abstract
OBJECTIVES To date, no immunomodulatory drug has demonstrated its efficacy in primary SS (pSS). We sought to analyse potential commonalities between pSS transcriptomic signatures and signatures of various drugs or specific knock-in or knock-down genes. METHODS Gene expression from peripheral blood samples of patients with pSS was compared with that of healthy controls in two cohorts and three public databases. In each of the five datasets, we analysed the 150 most up- and downregulated genes between pSS patients and controls with regard to the differentially expressed genes resulting from the biological action on nine cell lines of 2837 drugs, 2160 knock-in and 3799 knock-down genes in the Connectivity Map database. RESULTS We analysed 1008 peripheral blood transcriptomes from five independent studies (868 patients with pSS and 140 healthy controls). Eleven drugs could represent potential candidate drugs, with histone deacetylases and PI3K inhibitors among the most significantly associated. Twelve knock-in genes were associated with a pSS-like profile and 23 knock-down genes were associated with a pSS-revert profile. Most of those genes (28/35, 80%) were interferon-regulated. CONCLUSION This first drug repositioning transcriptomic approach in SS confirms the interest of targeting interferons and identifies histone deacetylases and PI3K inhibitors as potential therapeutic targets.
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Affiliation(s)
- Renaud Felten
- Service de Rhumatologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Laboratoire d’Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), CNRS UPR3572, Strasbourg, France
- RESO, Centre de Référence des Maladies Autoimmunes Systémiques Rares Est Sud-Ouest, Strasbourg, France
| | - Tao Ye
- IGBMC, CNRS UMR7104, Inserm U1258, Université de Strasbourg, Illkirch, France
| | - Cedric Schleiss
- Laboratoire d’Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), CNRS UPR3572, Strasbourg, France
| | - Benno Schwikowski
- Computational Systems Biomedicine Lab, Institut Pasteur, Paris, France
| | - Jean Sibilia
- Service de Rhumatologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- RESO, Centre de Référence des Maladies Autoimmunes Systémiques Rares Est Sud-Ouest, Strasbourg, France
- Laboratoire d'ImmunoRhumatologie Moléculaire, INSERM UMR_S1109, Université de Strasbourg, Strasbourg, France
| | - Fanny Monneaux
- Laboratoire d’Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), CNRS UPR3572, Strasbourg, France
| | - Hélène Dumortier
- Laboratoire d’Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), CNRS UPR3572, Strasbourg, France
| | - Roland Jonsson
- Broegelmann Research Laboratory, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Christopher Lessard
- Department of Pathology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Fai Ng
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Tsutomu Takeuchi
- Division of Rheumatology and Clinical Immunology, Keio University, Tokyo, Japan
| | - Xavier Mariette
- Service de Rhumatologie, Hôpital Bicètre, APHP, Université Paris-Saclay, Paris, France
| | - Jacques-Eric Gottenberg
- Service de Rhumatologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Laboratoire d’Immunologie, Immunopathologie et Chimie Thérapeutique, Institut de Biologie Moléculaire et Cellulaire (IBMC), CNRS UPR3572, Strasbourg, France
- RESO, Centre de Référence des Maladies Autoimmunes Systémiques Rares Est Sud-Ouest, Strasbourg, France
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Chen H, Li Z, Wu F, Ji W, Lu L, Wu Z, Huang Y, Wang W, Li S. BCL10 correlates with bad prognosis and immune infiltration of tumor microenvironment in hepatocellular carcinoma. IUBMB Life 2023; 75:207-224. [PMID: 34928543 DOI: 10.1002/iub.2581] [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: 09/29/2021] [Revised: 11/02/2021] [Accepted: 11/05/2021] [Indexed: 11/07/2022]
Abstract
It has been reported that B-cell CLL-lymphoma 10 (BCL10) serves as an oncogene in cervical cancer. However, the roles of BCL10 in hepatocellular carcinoma (HCC), especially involved in immune infiltration remain not clear. This study aims to explore the relationship between BCL10 and the prognosis and clinical significance, and immune infiltration in HCC. The expression of BCL10 was analyzed between HCC samples and non-tumor samples in the multiple datasets. In addition, the prognostic values of BCL10 and its methylation in HCC were also investigated. The clinical significance of BCL10 has also been explored. Furthermore, the correlation between BCL10 and immune infiltration in HCC microenvironment was assessed. Finally, the biological behaviors of BCL10 in HCC were verified by cell function experiments. It was found that the expression levels of BCL10 were increased in HCC patients in multiple datasets. Moreover, the increased BCL10 and its reduced methylation were associated with the poor survival. BCL10 was significantly associated with immune infiltration. When BCL10 was knocked down in HCC cells, their proliferation ability was significantly inhibited, their migration was significantly decreased, their apoptosis was significantly increased, and AKT signaling pathway was inhibited. In conclusion, BCL10 is a potential prognostic and diagnostic biomarker related to immune infiltration in HCC microenvironment.
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Affiliation(s)
- Hao Chen
- Department of Pathology, Wannan Medical College, Wuhu, Anhui, China.,Postdoctoral Research Station of Clinical Medicine, Jinan University, Guangzhou, Guangdong, China
| | - Zhenhan Li
- School of Clinical Medicine, Wannan Medical College, Wuhu, Anhui, China
| | - Fei Wu
- School of Clinical Medicine, Wannan Medical College, Wuhu, Anhui, China
| | - Wenyan Ji
- Department of Ultrasound, The First Affiliated Hospital, Yijishan Hospital of Wannan Medical College, Wuhu, China
| | - Linming Lu
- Department of Pathology, Wannan Medical College, Wuhu, Anhui, China
| | - Zhihao Wu
- Research Laboratory of Tumor Microenvironment, Wannan Medical College, Wuhu, China
| | - Yujin Huang
- School of Pharmacy, Wannan Medical College, Wuhu, Anhui, China
| | - Wenxiang Wang
- Department of Physical Emergency, The Second People's Hospital of Wuhu, Wuhu, Anhui, China
| | - Shu Li
- Department of Pathophysiology, Wannan Medical College, Wuhu, Anhui, China
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Lai J, Yao Y, Zhang Y, Liu Y, Lu C, Meng C, Xia D, Li Y, Cao K, Gao X, Yuan Q. Cell-Penetrating Peptide Conjugated Au Nanoclusters Selectively Suppress Refractory Lymphoma Cells via Targeting Both Canonical and Noncanonical NF-κB Signaling Pathways. Bioconjug Chem 2023; 34:228-237. [PMID: 36521093 DOI: 10.1021/acs.bioconjchem.2c00529] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Activated B cell-like diffuse large B-cell lymphoma (ABC-DLBCL) is the most aggressive form of DLBCL, with a significantly inferior prognosis due to resistance to the standard R-CHOP immunochemotherapy. Survival of ABC-DLBCL cells addicted to the constitutive activations of both canonical and noncanonical NF-κB signaling makes them attractive therapeutic targets. However, a pharmaceutical approach simultaneously targeting the canonical and noncanonical NF-κB pathway in the ABC-DLBCL cell is still lacking. Peptide-conjugated gold nanoclusters (AuNCs) have emerged unique intrinsic biomedical activities and possess a great potential in cancer theranostics. Here, we demonstrated a Au25 nanocluster conjugated by cell-penetrating peptides that can selectively repress the growth of ABC-DLBCL cells by inducing efficient apoptosis, more efficiently than glutathione (GSH)-conjugated AuNCs. The mechanism study showed that the cell-penetrating peptides enhanced the cellular internalization efficiency of AuNCs, and the selective repression in ABC-DLBCL cells is due to the inhibition of inherent constitutive canonical and noncanonical NF-κB activities by AuNCs. Several NF-κB target genes involved in chemotherapy resistance in ABC-DLBCL cells, including anti-apoptotic Bcl-2 family members and DNA damage repair proteins, were effectively down-regulated by the AuNC. The emerged novel activity of AuNCs in targeting both arms of NF-κB signaling in ABC-DLBCL cells may provide a promising candidate and a new insight into the rational design of peptide-conjugated Au nanomedicine for molecular targeting treatment of refractory lymphomas.
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Affiliation(s)
- Jing Lai
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Yawen Yao
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Yulu Zhang
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Yu Liu
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Cao Lu
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Cong Meng
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Dongfang Xia
- College of Chemistry and Material Science, Shandong Agricultural University, Taian 271018, China
| | - Yanggege Li
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Kai Cao
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Xueyun Gao
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
| | - Qing Yuan
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology, Beijing 100124, China
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Zhou Y, Guo Y, Wang Y. Identification and validation of a seven-gene prognostic marker in colon cancer based on single-cell transcriptome analysis. IET Syst Biol 2022; 16:72-83. [PMID: 35352485 PMCID: PMC8965382 DOI: 10.1049/syb2.12041] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/06/2021] [Accepted: 12/04/2021] [Indexed: 11/25/2022] Open
Abstract
Colon cancer (CC) is one of the most commonly diagnosed tumours worldwide. Single-cell RNA sequencing (scRNA-seq) can accurately reflect the heterogeneity within and between tumour cells and identify important genes associated with cancer development and growth. In this study, scRNA-seq was used to identify reliable prognostic biomarkers in CC. ScRNA-seq data of CC before and after 5-fluorouracil treatment were first downloaded from the Gene Expression Omnibus database. The data were pre-processed, and dimensionality reduction was performed using principal component analysis and t-distributed stochastic neighbour embedding algorithms. Additionally, the transcriptome data, somatic variant data, and clinical reports of patients with CC were obtained from The Cancer Genome Atlas database. Seven key genes were identified using Cox regression analysis and the least absolute shrinkage and selection operator method to establish signatures associated with CC prognoses. The identified signatures were validated on independent datasets, and somatic mutations and potential oncogenic pathways were further explored. Based on these features, gene signatures, and other clinical variables, a more effective predictive model nomogram for patients with CC was constructed, and a decision curve analysis was performed to assess the utility of the nomogram. A prognostic signature consisting of seven prognostic-related genes, including CAV2, EREG, NGFRAP1, WBSCR22, SPINT2, CCDC28A, and BCL10, was constructed and validated. The proficiency and credibility of the signature were verified in both internal and external datasets, and the results showed that the seven-gene signature could effectively predict the prognosis of patients with CC under various clinical conditions. A nomogram was then constructed based on features such as the RiskScore, patients' age, neoplasm stage, and tumor (T), nodes (N), and metastases (M) classification, and the nomogram had good clinical utility. Higher RiskScores were associated with a higher tumour mutational burden, which was confirmed to be a prognostic risk factor. Gene set enrichment analysis showed that high-score groups were enriched in 'cytoplasmic DNA sensing', 'Extracellular matrix receptor interactions', and 'focal adhesion', and low-score groups were enriched in 'natural killer cell-mediated cytotoxicity', and 'T-cell receptor signalling pathways', among other pathways. A robust seven-gene marker for CC was identified based on scRNA-seq data and was validated in multiple independent cohort studies. These findings provide a new potential marker to predict the prognosis of patients with CC.
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Affiliation(s)
- Yang Zhou
- Medical Oncology Department of Gastrointestinal CancerLiaoning Cancer Hospital & InstituteCancer Hospital of China Medical UniversityLiaoning ProvinceChina
| | - Yang Guo
- Shenyang Tenth People's Hospital (Shenyang Chest Hospital)ShenyangLiaoningP. R. China
| | - Yuanhe Wang
- Medical Oncology Department of Gastrointestinal CancerLiaoning Cancer Hospital & InstituteCancer Hospital of China Medical UniversityLiaoning ProvinceChina
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5
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Zhang YY, Peng J, Luo XJ. Post-translational modification of MALT1 and its role in B cell- and T cell-related diseases. Biochem Pharmacol 2022; 198:114977. [PMID: 35218741 DOI: 10.1016/j.bcp.2022.114977] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 02/18/2022] [Accepted: 02/18/2022] [Indexed: 02/06/2023]
Abstract
Mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1) is a multifunctional protein. MALT1 functions as an adaptor protein to assemble and recruit proteins such as B-cell lymphoma 10 (BCL10) and caspase-recruitment domain (CARD)-containing coiled-coil protein 11 (CARD11). Conversely it also acts as a paracaspase to cleave specified substrates. Because of its involvement in immunity, inflammation and cancer through its dual functions of scaffolding and catalytic activity, MALT1 is becoming a promising therapeutic target in B cell- and T cell-related diseases. There is growing evidence that the function of MALT1 is subtly modulated via post-translational modifications. This review summarized recent progress in relevant studies regarding the physiological and pathophysiological functions of MALT1, post-translational modifications of MALT1 and its role in B cell- and T cell- related diseases. In addition, the current available MALT1 inhibitors were also discussed.
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Affiliation(s)
- Yi-Yue Zhang
- Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410078, China
| | - Jun Peng
- Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410078, China; Hunan Provincial Key Laboratory of Cardiovascular Research, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410078, China.
| | - Xiu-Ju Luo
- Department of Laboratory Medicine, The Third Xiangya Hospital of Central South University, Changsha 410013, China.
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6
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Zhang H, Wang Y, Men H, Zhou W, Zhou S, Liu Q, Cai L. CARD9 Regulation and its Role in Cardiovascular Diseases. Int J Biol Sci 2022; 18:970-982. [PMID: 35173530 PMCID: PMC8771857 DOI: 10.7150/ijbs.65979] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 12/04/2021] [Indexed: 01/11/2023] Open
Abstract
Caspase recruitment domain-containing protein 9 (CARD9) is an adaptor protein expressed on myeloid cells and located downstream of pattern recognition receptors (PRRs), which transduces signals involved in innate immunity. CARD9 deficiency is associated with increased susceptibility to various fungal diseases. Increasing evidence shows that CARD9 mediates the activation of p38 MAPK, NF-κB, and NLRP3 inflammasome in various CVDs and then promotes the production of proinflammatory cytokines and chemokines, which contribute to cardiac remodeling and cardiac dysfunction in certain cardiovascular diseases (CVDs). Moreover, CARD9-mediated anti-apoptosis and autophagy are implicated in the progression of CVDs. Here, we summarize the structure and function of CARD9 in innate immunity and its various roles in inflammation, apoptosis, and autophagy in the pathogenesis of CVDs. Furthermore, we discuss the potential therapies targeting CARD9 to prevent CVDs and raise some issues for further exploring the role of CARD9 in CVDs.
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Affiliation(s)
- Haina Zhang
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China.,Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA
| | - Yeling Wang
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China
| | - Hongbo Men
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China.,Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA
| | - Wenqian Zhou
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China.,Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA
| | - Shanshan Zhou
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China
| | - Quan Liu
- Department of Cardiovascular Diseases, First Hospital of Jilin University, Jilin University, Changchun, 130021, China.,✉ Corresponding authors: Dr. Quan Liu, Department of Cardiovascular Disease, First Hospital of Jilin University, Jilin University, Changchun, Jilin, 130021, China; E-mail: ; Dr. Lu Cai, Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA; E-mail:
| | - Lu Cai
- Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA.,Departments of Radiation Oncology, Pharmacology and Toxicology, University of Louisville, Louisville, KY, 40202, USA.,✉ Corresponding authors: Dr. Quan Liu, Department of Cardiovascular Disease, First Hospital of Jilin University, Jilin University, Changchun, Jilin, 130021, China; E-mail: ; Dr. Lu Cai, Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, 40202, USA; E-mail:
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