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Chen Y, Xu H, Xiao L, Zhang M, Yan N. Single-cell RNA sequencing in the study of human retinal organoids. Exp Eye Res 2025; 256:110417. [PMID: 40320034 DOI: 10.1016/j.exer.2025.110417] [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: 12/30/2024] [Revised: 03/26/2025] [Accepted: 05/01/2025] [Indexed: 05/10/2025]
Abstract
Single-cell RNA sequencing (scRNA-seq) has transformed the study of retinal development and diseases by enabling a detailed analysis of cellular diversity within retinal organoids (ROs). ROs generated from pluripotent stem cells mimic the essential characteristics of the human retina and provide a valuable in vitro model for investigating retinal development, cell interactions, and disease mechanisms. This review summarizes the application of scRNA-seq on RO research, emphasizing its capacity to identify distinct cell populations, uncover developmental trajectories, and reveal the molecular signatures of retinal diseases. scRNA-seq provides new insights into retinal neurogenesis, cellular diversity, and the pathophysiology of retinal degenerative diseases. This technology has enabled the identification of novel biomarkers and potential therapeutic targets. Integrating scRNA-seq with other technologies, such as spatial transcriptomics and CRISPR-based screening, can further deepen our understanding of retinal biology and improve treatment strategies.
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Affiliation(s)
- Yi Chen
- Department of Ophthalmology and Research Laboratory of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China; Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Hanyue Xu
- Department of Ophthalmology and Research Laboratory of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China; Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Lirong Xiao
- Department of Ophthalmology and Research Laboratory of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Ming Zhang
- Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
| | - Naihong Yan
- Department of Ophthalmology and Research Laboratory of Ophthalmology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
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2
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Lin W, Xu L, Li G, Tortorella MD. Molecular gene signature of circulating stromal/stem cells. J Hum Genet 2025; 70:275-280. [PMID: 40069498 DOI: 10.1038/s10038-025-01322-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 02/02/2025] [Accepted: 02/06/2025] [Indexed: 03/14/2025]
Abstract
The human skeleton is renewed and regenerated throughout life, by a cellular process known as bone remodeling. Stem cells are clono-genic cells that are capable of differentiation into multiple mature cell types (multipotency), and simultaneously replenishing stem cell pool (self-renewal), which allows them to sustain tissue development and maintenance. Circulating mesenchymal stromal/stem cells (MSCs), are mobile adult stem cells with specific gene expression profiling, as well as enhanced mitochondrial remodeling as a promising source for personalized cell and gene therapy. A global LGR5-associated genetic interaction network highlights the functional organization and molecular phenotype of circulating MSCs.
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Affiliation(s)
- Weiping Lin
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, SAR, China
- Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Liangliang Xu
- Key Laboratory of Orthopaedics & Traumatology, Lingnan Medical Research Center, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangdong, Guangzhou, China.
| | - Gang Li
- Department of Orthopaedics & Traumatology, Li Ka Shing Institute of Health Sciences, Prince of Wales Hospital, Lui Che Woo Institute of Innovative Medicine, Faculty of Medicine, Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong, SAR, China.
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
| | - Micky Daniel Tortorella
- Centre for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, SAR, China.
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
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3
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Yu K, Meng G, He H, Li W, Wang L, Li Y, Wang X, Huang Y, He J, Zhao M, Xie T, Zhen Z, Li D. Does H3K27me3 expression play a role in patients with Blastic plasmacytoid dendritic cell neoplasm? A clinicopathologic analysis of 14 patients. Ann Diagn Pathol 2025; 74:152413. [PMID: 39608294 DOI: 10.1016/j.anndiagpath.2024.152413] [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: 10/05/2024] [Revised: 11/20/2024] [Accepted: 11/21/2024] [Indexed: 11/30/2024]
Abstract
Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare and aggressive lymphohematopoietic malignancy associated with poor prognosis. We aimed to improve the understanding of BPDCN, explore its prognostic significance, and identify potential therapeutic targets. Data from 14 BPDCN patients were retrospectively collected and analyzed, focusing on their clinicopathological characteristics, diagnostic features, immunophenotype, treatment regimens, and prognostic factors. Additionally, immunohistochemistry was used to detect the expression of multiple oncogenes in BPDCN. The cohort comprised 14 patients (10 males, 4 females) with a median age of 63.5 years at the time of diagnosis. Of these specimens, H3K27me3, ASXL1, BAP1, RAC1, TCF4 and AURKA were highly expressed in BPDCN, with expression rates of 71.4 % (10/14), 92.9 % (13/14), 85.7 % (12/14), 100 % (13/13), 12/14 (85.7 %) and 46.2 % (6/13), respectively. The survival of patients in this cohort ranged from 1 to 84 months, with a median overall survival (OS) of 18.5 months. The survival rates for 1, 2, 3, 4 and 5 years were 71.43 %, 53.57 %, 44.64 %, 44.64 %, and 44.64 %, respectively. In the overall BPDCN cohort, patients with positive expression of H3K27me3 exhibited significantly better overall survival compared to those with negative expression H3K27me3 (P = 0.0056). Our analysis showed that the absence of H3K27me3 expression may indicate a poor prognosis in patients with BPDCN, and H3K27me3 may be a potential prognostic indicator for BPDCN.
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Affiliation(s)
- Kuai Yu
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Pathology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Gang Meng
- Department of Pathology, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Hong He
- Department of Internal Medicine, the First Branch, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Wenwen Li
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Lixin Wang
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yuanxin Li
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xingyu Wang
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ying Huang
- Clinical Molecular Medical Detection Center, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Juan He
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Min Zhao
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Tao Xie
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Ultrasound, University-Town Hospital of Chongqing Medical University, Chongqing, China
| | - Zeng Zhen
- Laboratory of Neuropsycholinguistics, Chongqing Medical University, Chongqing, China
| | - Dan Li
- Department of Pathology, Faculty of Basic Medicine, Chongqing Medical University, Chongqing, China; Molecular Medicine Diagnostic and Testing Center, Chongqing Medical University, Chongqing, China; Department of Pathology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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4
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Tang ZQ, Ye YR, Shen Y. Molecular Mechanisms and Strategies for Inducing Neuronal Differentiation in Glioblastoma Cells. Cell Reprogram 2025; 27:24-32. [PMID: 39880036 DOI: 10.1089/cell.2024.0087] [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] [Indexed: 01/31/2025] Open
Abstract
Glioblastoma multiforme (GBM) is a highly invasive brain tumor, and traditional treatments combining surgery with radiochemotherapy have limited effects, with tumor recurrence being almost inevitable. Given the lack of proliferative capacity in neurons, inducing terminal differentiation of GBM cells or glioma stem cells (GSCs) into neuron-like cells has emerged as a promising strategy. This approach aims to suppress their proliferation and self-renewal capabilities through differentiation. This review summarizes the methods involved in recent research on the neuronal differentiation of GBM cells or GSCs, including the regulation of transcription factors, signaling pathways, miRNA, and the use of small molecule drugs, among various strategies. It also outlines the interconnections between the mechanisms studied, hoping to provide ideas for exploring new therapeutic avenues for GBM and the development of differentiation-inducing drugs for GBM.
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Affiliation(s)
- Zhao-Qi Tang
- Department of Pharmacy, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Xiamen Clinical Research Center for Cancer Therapy, Xiamen, China
| | - Yan-Rong Ye
- Department of Pharmacy, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yun Shen
- Department of Pharmacy, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
- Department of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China
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5
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Ni Y, Cao J, Li Y, Qi X. SOX11 silence inhibits atherosclerosis progression in ApoE-deficient mice by alleviating endothelial dysfunction. Exp Cell Res 2025; 445:114422. [PMID: 39805338 DOI: 10.1016/j.yexcr.2025.114422] [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: 09/25/2024] [Revised: 01/02/2025] [Accepted: 01/11/2025] [Indexed: 01/16/2025]
Abstract
SRY-Box Transcription Factor-11 (SOX11) is a transcriptional regulatory factor that plays a crucial role in inflammatory responses. However, its involvement in atherosclerosis (AS), a cardiovascular disease driven by endothelial cell inflammation, remains unknown. This study aims to elucidate the role of SOX11 in AS. The expression of SOX11 was found to be elevated in the aortic tissue of AS mice induced by feeding ApoE-deficient mice a high-fat diet. Knockdown of SOX11 using lentiviral-mediated SOX11-specific shRNA via tail vein injection resulted in a reduction in plaque area and lipid deposition within plaques at the aortic root. Furthermore, silencing SOX11 led to decreased expression of cell adhesion factors Intercellular Cell Adhesion Molecule-1 and Vascular Cell Adhesion Molecule-1, as well as reduced levels of inflammatory factors Interleukin (IL)-6, IL-1β, and chemokine Monocyte Chemotactic Protein-1. In the human umbilical vein endothelial cells (HUVECs) induced by Tumor Necrosis Factor (TNF)-α, increased inflammation was observed at the cellular level, along with enhanced monocyte adhesion. Infection of HUVECs with lentivirus carrying specific shRNA targeting SOX11 inhibited inflammatory response. Mechanistically, chromatin immunoprecipitation (ChIP)-PCR results revealed that SOX11 bound to the promoters of downstream target genes Tumor Necrosis Factor Receptor-Associated Factor-1 (TRAF1), Cluster of Differentiation (CD)40, and CD36, positively regulating their transcription. In conclusion, SOX11 plays a pivotal role in promoting endothelial cell inflammation. Suppression of SOX11 reduces endothelial cell inflammation by inhibiting the transcription of TRAF1, CD40, and CD36, thereby impeding the progression of atherosclerosis.
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Affiliation(s)
- Yanhui Ni
- Department of Internal Medicine, Hebei Medical University, Shijiazhuang, 050017, Hebei, China; Department of Cardiology, Hebei General Hospital, Shijiazhuang, 050051, Hebei, China
| | - Jingjing Cao
- Department of Rheumatology and Immunology, Hebei General Hospital, Shijiazhuang, 050051, Hebei, China
| | - Yuxuan Li
- Department of Cardiology, Hebei General Hospital, Shijiazhuang, 050051, Hebei, China
| | - Xiaoyong Qi
- Department of Internal Medicine, Hebei Medical University, Shijiazhuang, 050017, Hebei, China; Department of Cardiology, Hebei General Hospital, Shijiazhuang, 050051, Hebei, China.
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Cáceres TM, Patiño LH, Ramírez JD. Understanding Host-Pathogen Interactions in Congenital Chagas Disease Through Transcriptomic Approaches. Pathogens 2025; 14:106. [PMID: 40005483 PMCID: PMC11858232 DOI: 10.3390/pathogens14020106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 01/15/2025] [Accepted: 01/16/2025] [Indexed: 02/27/2025] Open
Abstract
Chagas disease, caused by Trypanosoma cruzi, is a parasitic zoonosis with significant health impacts, particularly in Latin America. While traditionally associated with vector-borne transmission, increased migration has expanded its reach into urban and non-endemic regions. Congenital transmission has become a critical route of infection, involving intricate maternal-fetal immune interactions that challenge diagnosis and treatment. This review synthesizes findings from three RNA-seq studies that explore the molecular underpinnings of congenital Chagas disease, emphasizing differentially expressed genes (DEGs) implicated in host-pathogen interactions. The DAVID tool analysis highlighted the overexpression of genes associated with the innate immune response, including pro-inflammatory cytokines that drive chemotaxis and neutrophil activation. Additionally, calcium-dependent pathways critical for parasite invasion were modulated. T. cruzi exploits the maternal-fetal immune axis to establish a tolerogenic environment conducive to congenital transmission. Alterations in placental angiogenesis, cellular regeneration, and metabolic processes further demonstrate the parasite's ability to manipulate host responses for its survival and persistence. These findings underscore the complex interplay between the host and pathogen that facilitates disease progression. Future research integrating transcriptomic, proteomic, and metabolomic approaches is essential to unravel the molecular mechanisms underlying congenital Chagas disease, with a particular focus on the contributions of genetic diversity and non-coding RNAs in immune evasion and disease pathogenesis.
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Affiliation(s)
- Tatiana M. Cáceres
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (T.M.C.); (L.H.P.)
| | - Luz Helena Patiño
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (T.M.C.); (L.H.P.)
| | - Juan David Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá 111221, Colombia; (T.M.C.); (L.H.P.)
- Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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7
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Baccas M, Ganesan V, Leung A, Pineiro LR, McKillop AN, Liu J. SEM-2/SoxC regulates multiple aspects of C. elegans postembryonic mesoderm development. PLoS Genet 2025; 21:e1011361. [PMID: 39836649 PMCID: PMC11785321 DOI: 10.1371/journal.pgen.1011361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 01/31/2025] [Accepted: 11/05/2024] [Indexed: 01/23/2025] Open
Abstract
Development of multicellular organisms requires well-orchestrated interplay between cell-intrinsic transcription factors and cell-cell signaling. One set of highly conserved transcription factors that plays diverse roles in development is the SoxC group. C. elegans contains a sole SoxC protein, SEM-2. SEM-2 is essential for embryonic development, and for specifying the sex myoblast (SM) fate in the postembryonic mesoderm, the M lineage. We have identified a novel partial loss-of-function sem-2 allele that has a proline to serine change in the C-terminal tail of the highly conserved DNA-binding domain. Detailed analyses of mutant animals harboring this point mutation uncovered new functions of SEM-2 in the M lineage. First, SEM-2 functions antagonistically with LET-381, the sole C. elegans FoxF/C forkhead transcription factor, to regulate dorsoventral patterning of the M lineage. Second, in addition to specifying the SM fate, SEM-2 is essential for the proliferation and diversification of the SM lineage. Finally, SEM-2 appears to directly regulate the expression of hlh-8, which encodes a basic helix-loop-helix Twist transcription factor and plays critical roles in proper patterning of the M lineage. Our data, along with previous studies, suggest an evolutionarily conserved relationship between SoxC and Twist proteins. Furthermore, our work identified new interactions in the gene regulatory network (GRN) underlying C. elegans postembryonic development and adds to the general understanding of the structure-function relationship of SoxC proteins.
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Affiliation(s)
- Marissa Baccas
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Vanathi Ganesan
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Amy Leung
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Lucas R. Pineiro
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Alexandra N. McKillop
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Jun Liu
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
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Enninful A, Zhang Z, Klymyshyn D, Zong H, Bai Z, Farzad N, Su G, Baysoy A, Nam J, Yang M, Lu Y, Zhang NR, Braubach O, Xu ML, Ma Z, Fan R. Integration of Imaging-based and Sequencing-based Spatial Omics Mapping on the Same Tissue Section via DBiTplus. RESEARCH SQUARE 2024:rs.3.rs-5398491. [PMID: 39711562 PMCID: PMC11661374 DOI: 10.21203/rs.3.rs-5398491/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
Spatially mapping the transcriptome and proteome in the same tissue section can significantly advance our understanding of heterogeneous cellular processes and connect cell type to function. Here, we present Deterministic Barcoding in Tissue sequencing plus (DBiTplus), an integrative multi-modality spatial omics approach that combines sequencing-based spatial transcriptomics and image-based spatial protein profiling on the same tissue section to enable both single-cell resolution cell typing and genome-scale interrogation of biological pathways. DBiTplus begins with in situ reverse transcription for cDNA synthesis, microfluidic delivery of DNA oligos for spatial barcoding, retrieval of barcoded cDNA using RNaseH, an enzyme that selectively degrades RNA in an RNA-DNA hybrid, preserving the intact tissue section for high-plex protein imaging with CODEX. We developed computational pipelines to register data from two distinct modalities. Performing both DBiT-seq and CODEX on the same tissue slide enables accurate cell typing in each spatial transcriptome spot and subsequently image-guided decomposition to generate single-cell resolved spatial transcriptome atlases. DBiTplus was applied to mouse embryos with limited protein markers but still demonstrated excellent integration for single-cell transcriptome decomposition, to normal human lymph nodes with high-plex protein profiling to yield a single-cell spatial transcriptome map, and to human lymphoma FFPE tissue to explore the mechanisms of lymphomagenesis and progression. DBiTplusCODEX is a unified workflow including integrative experimental procedure and computational innovation for spatially resolved single-cell atlasing and exploration of biological pathways cell-by-cell at genome-scale.
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Affiliation(s)
- Archibald Enninful
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Zhaojun Zhang
- Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA, USA
| | - Dmytro Klymyshyn
- Akoya Biosciences, Inc. 1080 O’Brien Dr Suite A, Menlo Park, CA 94025 USA
| | - Hailing Zong
- Akoya Biosciences, Inc. 1080 O’Brien Dr Suite A, Menlo Park, CA 94025 USA
| | - Zhiliang Bai
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Negin Farzad
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Graham Su
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Alev Baysoy
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Jungmin Nam
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Mingyu Yang
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Yao Lu
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
| | - Nancy R. Zhang
- Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA, USA
| | - Oliver Braubach
- Canopy Biosciences, 4340 Duncan Avenue, St. Louis, MO, 63110, USA
| | - Mina L. Xu
- Department of Pathology, Yale School of Medicine, New Haven, CT, 06520, USA
| | - Zongming Ma
- Department of Statistics and Data Science, Yale University, New Haven, CT, 06520, USA
| | - Rong Fan
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA
- Department of Pathology, Yale School of Medicine, New Haven, CT, 06520, USA
- Yale Stem Cell Center and Yale Cancer Center, Yale School of Medicine, New Haven, CT, 06520, USA
- Human and Translational Immunology Program, Yale School of Medicine, New Haven, CT, 06520, USA
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9
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Schincariol-Manhe B, Campagnolo É, Spineli-Silva S, de Leeuw N, Correia-Costa GR, Pessoa A, de Souza CFM, Stevens C, Javaher P, Scallet HF, Mohr J, Biskup S, Herkert JC, Pfundt R, Mehta L, Rekab A, Elloumi HZ, Sanyoura M, Maciel-Guerra AT, Gil-da-Silva-Lopes VL, Dos Santos AM, Vieira TP. Novel variants in the SOX11 gene: clinical description of seven new patients. Eur J Hum Genet 2024; 32:1640-1646. [PMID: 39333428 PMCID: PMC11607427 DOI: 10.1038/s41431-024-01695-8] [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: 12/01/2023] [Revised: 08/05/2024] [Accepted: 09/12/2024] [Indexed: 09/29/2024] Open
Abstract
Pathogenic SOX11 variants have been associated with intellectual developmental disorder with microcephaly, and with or without ocular malformations or hypogonadotropic hypogonadism (HH) (IDDMOH, OMIM # 615866). In this article, we report seven new patients with de novo SOX11 variants. Five of the variants are missense, one nonsense, and one whole-gene deletion, most of them are novel variants. The main clinical features included neurodevelopmental delay (7/7) and intellectual disability (5/7), autism/attention deficit hyperactivity disorder (5/7), microcephaly (4/7), short stature (4/7), hypotonia (4/7), and clinodactyly of the 5th fingers (5/7). HH was confirmed in two female patients with primary amenorrhea, nonvisualized/prepubertal size of the uterus, and nonvisualized ovaries. Two of the male patients presented with micropenis, two had cryptorchidism, and one had decreased testicular size, which are suggestive findings of HH. This article contributes to the clinical characterization of patients with SOX11 variants and supports the role of this gene in HH.
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Affiliation(s)
- Beatriz Schincariol-Manhe
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | | | - Samira Spineli-Silva
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Nicole de Leeuw
- Department of Human Genetics, Radboud university medical center, Nijmegen, Netherlands
| | - Gabriela Roldão Correia-Costa
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | - André Pessoa
- Hospital Infantil Albert Sabin - Fortaleza-Ce / Ceara State University - UECE, Ceará, Brazil
| | | | - Cathy Stevens
- University of Tennessee College of Medicine, Chattanooga, TN, USA
| | | | - Helena Fabbri Scallet
- Center for Molecular Biology and Genetic Engineering (CBMEG), Universidade Estadual de Campinas, Campinas, Brazil
| | - Julia Mohr
- Zentrum für Humangenetik Tübingen, Tübingen, Germany
| | - Saskia Biskup
- CeGaT GmbH and Zentrum für Humangenetik Tübingen, Tübingen, Germany
| | - Johanna C Herkert
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Rolph Pfundt
- Department of Human Genetics, Radboud university medical center, Nijmegen, Netherlands
| | - Lakshmi Mehta
- Division of Clinical Genetics, Morgan Stanley Children's Hospital - Columbia University Medical Center, New York, NY, USA
| | - Aisha Rekab
- Division of Clinical Genetics, Morgan Stanley Children's Hospital - Columbia University Medical Center, New York, NY, USA
| | | | | | - Andréa Trevas Maciel-Guerra
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Vera Lúcia Gil-da-Silva-Lopes
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | | | - Társis Paiva Vieira
- Department of Translational Medicine - Medical Genetics and Genomic Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil.
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Kaynar A, Kim W, Ceyhan AB, Zhang C, Uhlén M, Turkez H, Shoaie S, Mardinoglu A. Unveiling the Molecular Mechanisms of Glioblastoma through an Integrated Network-Based Approach. Biomedicines 2024; 12:2237. [PMID: 39457550 PMCID: PMC11504402 DOI: 10.3390/biomedicines12102237] [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: 09/06/2024] [Revised: 09/23/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024] Open
Abstract
Background/Objectives: Despite current treatments extending the lifespan of Glioblastoma (GBM) patients, the average survival time is around 15-18 months, underscoring the fatality of GBM. This study aims to investigate the impact of sample heterogeneity on gene expression in GBM, identify key metabolic pathways and gene modules, and explore potential therapeutic targets. Methods: In this study, we analysed GBM transcriptome data derived from The Cancer Genome Atlas (TCGA) using genome-scale metabolic models (GEMs) and co-expression networks. We examine transcriptome data incorporating tumour purity scores (TPSs), allowing us to assess the impact of sample heterogeneity on gene expression profiles. We analysed the metabolic profile of GBM by generating condition-specific GEMs based on the TPS group. Results: Our findings revealed that over 90% of genes showing brain and glioma specificity in RNA expression demonstrate a high positive correlation, underscoring their expression is dominated by glioma cells. Conversely, negatively correlated genes are strongly associated with immune responses, indicating a complex interaction between glioma and immune pathways and non-tumorigenic cell dominance on gene expression. TPS-based metabolic profile analysis was supported by reporter metabolite analysis, highlighting several metabolic pathways, including arachidonic acid, kynurenine and NAD pathway. Through co-expression network analysis, we identified modules that significantly overlap with TPS-correlated genes. Notably, SOX11 and GSX1 are upregulated in High TPS, show a high correlation with TPS, and emerged as promising therapeutic targets. Additionally, NCAM1 exhibits a high centrality score within the co-expression module, which shows a positive correlation with TPS. Moreover, LILRB4, an immune-related gene expressed in the brain, showed a negative correlation and upregulated in Low TPS, highlighting the importance of modulating immune responses in the GBM mechanism. Conclusions: Our study uncovers sample heterogeneity's impact on gene expression and the molecular mechanisms driving GBM, and it identifies potential therapeutic targets for developing effective treatments for GBM patients.
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Affiliation(s)
- Ali Kaynar
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London SE1 9RT, UK; (A.K.); (A.B.C.); (S.S.)
| | - Woonghee Kim
- Science for Life Laboratory, KTH-Royal Institute of Technology, 171211 Stockholm, Sweden; (W.K.); (C.Z.); (M.U.)
| | - Atakan Burak Ceyhan
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London SE1 9RT, UK; (A.K.); (A.B.C.); (S.S.)
| | - Cheng Zhang
- Science for Life Laboratory, KTH-Royal Institute of Technology, 171211 Stockholm, Sweden; (W.K.); (C.Z.); (M.U.)
| | - Mathias Uhlén
- Science for Life Laboratory, KTH-Royal Institute of Technology, 171211 Stockholm, Sweden; (W.K.); (C.Z.); (M.U.)
| | - Hasan Turkez
- Medical Biology Department, Faculty of Medicine, Atatürk University, Erzurum 25240, Türkiye;
| | - Saeed Shoaie
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London SE1 9RT, UK; (A.K.); (A.B.C.); (S.S.)
- Science for Life Laboratory, KTH-Royal Institute of Technology, 171211 Stockholm, Sweden; (W.K.); (C.Z.); (M.U.)
| | - Adil Mardinoglu
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London SE1 9RT, UK; (A.K.); (A.B.C.); (S.S.)
- Science for Life Laboratory, KTH-Royal Institute of Technology, 171211 Stockholm, Sweden; (W.K.); (C.Z.); (M.U.)
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11
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Niharika, Ureka L, Roy A, Patra SK. Dissecting SOX2 expression and function reveals an association with multiple signaling pathways during embryonic development and in cancer progression. Biochim Biophys Acta Rev Cancer 2024; 1879:189136. [PMID: 38880162 DOI: 10.1016/j.bbcan.2024.189136] [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: 05/09/2023] [Revised: 06/03/2024] [Accepted: 06/10/2024] [Indexed: 06/18/2024]
Abstract
SRY (Sex Determining Region) box 2 (SOX2) is an essential transcription factor that plays crucial roles in activating genes involved in pre- and post-embryonic development, adult tissue homeostasis, and lineage specifications. SOX2 maintains the self-renewal property of stem cells and is involved in the generation of induced pluripotency stem cells. SOX2 protein contains a particular high-mobility group domain that enables SOX2 to achieve the capacity to participate in a broad variety of functions. The information about the involvement of SOX2 with gene regulatory elements, signaling networks, and microRNA is gradually emerging, and the higher expression of SOX2 is functionally relevant to various cancer types. SOX2 facilitates the oncogenic phenotype via cellular proliferation and enhancement of invasive tumor properties. Evidence are accumulating in favor of three dimensional (higher order) folding of chromatin and epigenetic control of the SOX2 gene by chromatin modifications, which implies that the expression level of SOX2 can be modulated by epigenetic regulatory mechanisms, specifically, via DNA methylation and histone H3 modification. In view of this, and to focus further insights into the roles SOX2 plays in physiological functions, involvement of SOX2 during development, precisely, the advances of our knowledge in pre- and post-embryonic development, and interactions of SOX2 in this scenario with various signaling pathways in tumor development and cancer progression, its potential as a therapeutic target against many cancers are summarized and discussed in this article.
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Affiliation(s)
- Niharika
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela 769008, Odisha, India
| | - Lina Ureka
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela 769008, Odisha, India
| | - Ankan Roy
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela 769008, Odisha, India
| | - Samir Kumar Patra
- Epigenetics and Cancer Research Laboratory, Biochemistry and Molecular Biology Group, Department of Life Science, National Institute of Technology, Rourkela 769008, Odisha, India.
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12
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Baccas M, Ganesan V, Leung A, Pineiro L, McKillop AN, Liu J. SEM-2/SoxC regulates multiple aspects of C. elegans postembryonic mesoderm development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.04.602042. [PMID: 39005444 PMCID: PMC11245110 DOI: 10.1101/2024.07.04.602042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Development of multicellular organisms requires well-orchestrated interplay between cell-intrinsic transcription factors and cell-cell signaling. One set of highly conserved transcription factors that plays diverse roles in development is the SoxC group. C. elegans contains a sole SoxC protein, SEM-2. SEM-2 is essential for embryonic development, and for specifying the sex myoblast (SM) fate in the postembryonic mesoderm, the M lineage. We have identified a novel partial loss-of-function sem-2 allele that has a proline to serine change in the C-terminal tail of the highly conserved DNA-binding domain. Detailed analyses of mutant animals harboring this point mutation uncovered new functions of SEM-2 in the M lineage. First, SEM-2 functions antagonistically with LET-381, the sole C. elegans FoxF/C forkhead transcription factor, to regulate dorsoventral patterning of the M lineage. Second, in addition to specifying the SM fate, SEM-2 is essential for the proliferation and diversification of the SM lineage. Finally, SEM-2 appears to directly regulate the expression of hlh-8, which encodes a basic helix-loop-helix Twist transcription factor and plays critical roles in proper patterning of the M lineage. Our data, along with previous studies, suggest an evolutionarily conserved relationship between SoxC and Twist proteins. Furthermore, our work identified new interactions in the gene regulatory network (GRN) underlying C. elegans postembryonic development and adds to the general understanding of the structure-function relationship of SoxC proteins.
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Affiliation(s)
- Marissa Baccas
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853
| | - Vanathi Ganesan
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853
| | - Amy Leung
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853
| | - Lucas Pineiro
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853
| | | | - Jun Liu
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853
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13
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Liu Y, Cao P, Xiao L, Tang N, Fei W, Li X. Hypomethylation-associated Sox11 upregulation promotes oncogenesis via the PI3K/AKT pathway in OLP-associated OSCC. J Cell Mol Med 2024; 28:e18556. [PMID: 39039706 PMCID: PMC11263134 DOI: 10.1111/jcmm.18556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 06/14/2024] [Accepted: 07/12/2024] [Indexed: 07/24/2024] Open
Abstract
Oral lichen planus (OLP) is a particularly prevalent oral disorder with the potential to progress to oral squamous cell carcinoma (OSCC). SRY-box transcription factor 11 (Sox11) has been reported to serve as a prognostic marker for various cancers. However, the role and mechanism of Sox11 in OLP-related OSCC are unknown. Our results indicated that Sox11 was highly expressed, and that Sox11 promoter methylation was significantly reduced in OLP-associated OSCC tissues. High Sox11 expression and Sox11 promoter hypomethylation indicate a poor patient prognosis. According to in vivo and in vitro experiments, the knockdown of Sox11 inhibited proliferation, invasion, and migration while driving its apoptotic death in OSSC cells; Sox11 overexpression exerted the opposite effect as Sox11 knockdown. Mechanistically, knockdown of Sox11 inhibited PI3K/AKT and glycolysis pathway, and overexpression of Sox11 enhanced the PI3K/AKT and glycolysis pathways in OSCC cells. In addition, we demonstrated that Sox11 overexpression accelerated the progression of OSCC, at least in part by promoting PI3K/AKT pathway activation. In conclusion, our data indicated that the DNA hypomethylation-associated upregulation of Sox11 could promote oncogenic transformation via the PI3K/AKT pathway in OLP-associated OSCC. Therefore, Sox11 might be a reliable biomarker for predicting the progression of precancerous oral tissues.
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Affiliation(s)
- Yi Liu
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
| | - Peilin Cao
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
| | - Li Xiao
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
| | - Na Tang
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
| | - Wei Fei
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Department of StomatologySichuan Provincial People's Hospital Wenjiang HospitalChengduChina
| | - Xue Li
- Department of Stomatology, Sichuan Provincial People's HospitalUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
- Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, Department of Laboratory Medicine, Sichuan Provincial People's Hospital, School of MedicineUniversity of Electronic Science and Technology of ChinaChengduSichuanChina
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Abdelrazak Morsy MH, Lilienthal I, Lord M, Merrien M, Wasik AM, Sureda-Gómez M, Amador V, Johansson HJ, Lehtiö J, Garcia-Torre B, Martin-Subero JI, Tsesmetzis N, Tao S, Schinazi RF, Kim B, Sorteberg AL, Wickström M, Sheppard D, Rassidakis GZ, Taylor IA, Christensson B, Campo E, Herold N, Sander B. SOX11 is a novel binding partner and endogenous inhibitor of SAMHD1 ara-CTPase activity in mantle cell lymphoma. Blood 2024; 143:1953-1964. [PMID: 38237141 PMCID: PMC11103171 DOI: 10.1182/blood.2023022241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 12/18/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
ABSTRACT Sterile alpha motif and histidine-aspartate (HD) domain-containing protein 1 (SAMHD1) is a deoxynucleoside triphosphate triphosphohydrolase with ara-CTPase activity that confers cytarabine (ara-C) resistance in several hematological malignancies. Targeting SAMHD1's ara-CTPase activity has recently been demonstrated to enhance ara-C efficacy in acute myeloid leukemia. Here, we identify the transcription factor SRY-related HMG-box containing protein 11 (SOX11) as a novel direct binding partner and first known endogenous inhibitor of SAMHD1. SOX11 is aberrantly expressed not only in mantle cell lymphoma (MCL), but also in some Burkitt lymphomas. Coimmunoprecipitation of SOX11 followed by mass spectrometry in MCL cell lines identified SAMHD1 as the top SOX11 interaction partner, which was validated by proximity ligation assay. In vitro, SAMHD1 bound to the HMG box of SOX11 with low-micromolar affinity. In situ crosslinking studies further indicated that SOX11-SAMHD1 binding resulted in a reduced tetramerization of SAMHD1. Functionally, expression of SOX11 inhibited SAMHD1 ara-CTPase activity in a dose-dependent manner resulting in ara-C sensitization in cell lines and in a SOX11-inducible mouse model of MCL. In SOX11-negative MCL, SOX11-mediated ara-CTPase inhibition could be mimicked by adding the recently identified SAMHD1 inhibitor hydroxyurea. Taken together, our results identify SOX11 as a novel SAMHD1 interaction partner and its first known endogenous inhibitor with potentially important implications for clinical therapy stratification.
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Affiliation(s)
- Mohammad Hamdy Abdelrazak Morsy
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Department of Applied Medical Chemistry, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Ingrid Lilienthal
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Martin Lord
- Department of Pharmaceutical Biosciences, Immuno-oncology, Uppsala University Biomedical Centre, Uppsala, Sweden
| | - Magali Merrien
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Agata Magdalena Wasik
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Marta Sureda-Gómez
- Institut d'Investigacions Biomèdiques August Pi Sunyer, Barcelona, Spain
| | - Virginia Amador
- Institut d'Investigacions Biomèdiques August Pi Sunyer, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
| | | | - Janne Lehtiö
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | | | - Jose Ignacio Martin-Subero
- Institut d'Investigacions Biomèdiques August Pi Sunyer, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Nikolaos Tsesmetzis
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Sijia Tao
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA
| | - Raymond F. Schinazi
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA
| | - Baek Kim
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA
| | - Agnes L. Sorteberg
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Malin Wickström
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Devon Sheppard
- Macromolecular Structure Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Georgios Z. Rassidakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ian A. Taylor
- Macromolecular Structure Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Birger Christensson
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Elias Campo
- Institut d'Investigacions Biomèdiques August Pi Sunyer, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Hematopathology Section, Department of Anatomic Pathology, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Nikolas Herold
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
- Paediatric Oncology, Astrid Lindgren Children’s Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - Birgitta Sander
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
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15
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Huang JR, Li Y, Chen P, Wei JX, Yang X, Xu QQ, Chen JB. Effects of transcription factor SOX11 on the biological behavior of neuroblastoma cell and potential regulatory mechanism. Ann Surg Treat Res 2024; 106:284-295. [PMID: 38725807 PMCID: PMC11076950 DOI: 10.4174/astr.2024.106.5.284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 10/23/2023] [Accepted: 03/06/2024] [Indexed: 05/12/2024] Open
Abstract
Purpose This study aimed to analyze the expression and prognosis of SRY-box transcription factor 11 (SOX11) in neuroblastoma (NB), as well as the biological function and potential regulatory mechanism of SOX11 in NB. Methods Public RNA sequencing was used to detect the expression level of SOX11. The Kaplan-Meier curve and hazard ratios (HR) were used to determine the prognostic value of SOX11 in NB. Functional analyses were performed using CCK8, wound healing assay, and transwell invasion assay. Finally, the potential target genes of SOX11 were predicted by Harmonizonme (Ma'ayan Laboratory) and Cistrome Data Browser (Cistrome Project) database to explore the potential molecular mechanism of SOX11 in NB. Results Compared with normal adrenal tissue, the expression of SOX11 in NB tissue was significantly upregulated. The Kaplan-Meier curve showed that high expression of SOX11 was associated with poor prognosis in children with NB (HR, 1.719; P = 0.049). SOX11 knockdown suppressed the migration capacity of SK-N-SH cells but did not affect proliferation and invasion capacity. Enhancer of zeste homolog 2 (EZH2) may be a potential downstream target gene for the transcription factor SOX11 to play a role in NB. Conclusion The transcription factor SOX11 was significantly upregulated in NB. SOX11 knockdown suppressed the migration capacity of NB cell SK-N-SH. SOX11 may promote the progression of NB by targeting EZH2.
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Affiliation(s)
- Jing-Ru Huang
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yong Li
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Peng Chen
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ji-Xiu Wei
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xia Yang
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qiong-Qian Xu
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Jia-Bo Chen
- Department of Pediatric Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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16
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Kumar N, Prakash PG, Wentland C, Kurian SM, Jethva G, Brinkmann V, Mollenkopf HJ, Krammer T, Toussaint C, Saliba AE, Biebl M, Jürgensen C, Wiedenmann B, Meyer TF, Gurumurthy RK, Chumduri C. Decoding spatiotemporal transcriptional dynamics and epithelial fibroblast crosstalk during gastroesophageal junction development through single cell analysis. Nat Commun 2024; 15:3064. [PMID: 38594232 PMCID: PMC11004180 DOI: 10.1038/s41467-024-47173-z] [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: 04/13/2023] [Accepted: 03/22/2024] [Indexed: 04/11/2024] Open
Abstract
The gastroesophageal squamocolumnar junction (GE-SCJ) is a critical tissue interface between the esophagus and stomach, with significant relevance in the pathophysiology of gastrointestinal diseases. Despite this, the molecular mechanisms underlying GE-SCJ development remain unclear. Using single-cell transcriptomics, organoids, and spatial analysis, we examine the cellular heterogeneity and spatiotemporal dynamics of GE-SCJ development from embryonic to adult mice. We identify distinct transcriptional states and signaling pathways in the epithelial and mesenchymal compartments of the esophagus and stomach during development. Fibroblast-epithelial interactions are mediated by various signaling pathways, including WNT, BMP, TGF-β, FGF, EGF, and PDGF. Our results suggest that fibroblasts predominantly send FGF and TGF-β signals to the epithelia, while epithelial cells mainly send PDGF and EGF signals to fibroblasts. We observe differences in the ligands and receptors involved in cell-cell communication between the esophagus and stomach. Our findings provide insights into the molecular mechanisms underlying GE-SCJ development and fibroblast-epithelial crosstalk involved, paving the way to elucidate mechanisms during adaptive metaplasia development and carcinogenesis.
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Affiliation(s)
- Naveen Kumar
- Laboratory of Infections, Carcinogenesis and Regeneration, Medical Biotechnology Section, Department of Biological and Chemical Engineering, Aarhus University, Aarhus, Denmark
- Department of Microbiology, University of Würzburg, Würzburg, Germany
| | | | | | | | - Gaurav Jethva
- Department of Microbiology, University of Würzburg, Würzburg, Germany
| | - Volker Brinkmann
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Hans-Joachim Mollenkopf
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Tobias Krammer
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Christophe Toussaint
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
| | - Antoine-Emmanuel Saliba
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz-Center for Infection Research (HZI), Würzburg, Germany
- University of Würzburg, Faculty of Medicine, Institute of Molecular Infection Biology (IMIB), Würzburg, Germany
| | - Matthias Biebl
- Surgical Clinic Campus Charité Mitte, Charité University Medicine, Berlin, Germany
| | - Christian Jürgensen
- Department of Hepatology and Gastroenterology, Charité University Medicine, Berlin, Germany
| | - Bertram Wiedenmann
- Department of Hepatology and Gastroenterology, Charité University Medicine, Berlin, Germany
| | - Thomas F Meyer
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Rajendra Kumar Gurumurthy
- Department of Microbiology, University of Würzburg, Würzburg, Germany
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Cindrilla Chumduri
- Laboratory of Infections, Carcinogenesis and Regeneration, Medical Biotechnology Section, Department of Biological and Chemical Engineering, Aarhus University, Aarhus, Denmark.
- Department of Microbiology, University of Würzburg, Würzburg, Germany.
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany.
- Department of Hepatology and Gastroenterology, Charité University Medicine, Berlin, Germany.
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17
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Huang F, Xu P, Yue Z, Song Y, Hu K, Zhao X, Gao M, Chong Z. Body Weight Correlates with Molecular Variances in Patients with Cancer. Cancer Res 2024; 84:757-770. [PMID: 38190709 PMCID: PMC10911806 DOI: 10.1158/0008-5472.can-23-1463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 10/27/2023] [Accepted: 01/03/2024] [Indexed: 01/10/2024]
Abstract
Overweight and obesity are identified by a high body mass index (BMI) and carry significant health risks due to associated comorbidities. Although epidemiologic data connect overweight/obesity with 13 cancer types, a better understanding of the molecular mechanisms underlying this correlation is needed to improve prevention and treatment strategies. In this study, we conducted a comprehensive analysis of molecular differences between overweight or obese patients and normal weight patients across 14 different cancer types from The Cancer Genome Atlas. Using the propensity score weighting algorithm to control for confounding factors, obesity-specific mutational features were identified, such as higher mutation burden in rectal cancer and biased mutational signatures in other cancers. Differentially expressed genes (DEG) in tumors from patients with overweight/obesity were predominantly upregulated and enriched in inflammatory and hormone-related pathways. These DEGs were significantly associated with survival rates in various cancer types, highlighting the impact of elevated body fat on gene expression profiles and clinical outcomes in patients with cancer. Interestingly, while high BMI seemed to have a negative impact on most cancer types, the normal weight-biased mutational and gene expression patterns indicated overweight/obesity may be beneficial in endometrial cancer, suggesting the presence of an "obesity paradox" in this context. Body fat also significantly impacted the tumor microenvironment by modulating immune cell infiltration, underscoring the importance of understanding the interplay between weight and immune response in cancer progression. Together, this study systematically elucidates the molecular differences corresponding to body weight in multiple cancer types, offering potentially critical insights for developing precision therapy for patients with cancer. SIGNIFICANCE Elucidation of the complex interplay between body weight and the molecular landscape of cancer could potentially guide tailored therapies and improve patient management amid the global obesity crisis.
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Affiliation(s)
- Fengyuan Huang
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Peng Xu
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Zongliang Yue
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Yuwei Song
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Kaili Hu
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Xinyang Zhao
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, Kansas
| | - Min Gao
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Medicine, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Zechen Chong
- Informatics Institute, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Department of Genetics, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama
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18
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Xu L, Barrett JG, Peng J, Li S, Messadi D, Hu S. ITGAV Promotes the Progression of Head and Neck Squamous Cell Carcinoma. Curr Oncol 2024; 31:1311-1322. [PMID: 38534932 PMCID: PMC10969037 DOI: 10.3390/curroncol31030099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 02/01/2024] [Accepted: 02/13/2024] [Indexed: 05/26/2024] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) refers to the malignancy of squamous cells in the head and neck region. Ranked as the seventh most common cancer worldwide, HNSCC has a very low survival rate, highlighting the importance of finding therapeutic targets for the disease. Integrins are cell surface receptors that play a crucial role in mediating cellular interactions with the extracellular matrix (ECM). Within this protein family, Integrin αV (ITGAV) has received attention for its important functional role in cancer progression. In this study, we first demonstrated the upregulation of ITGAV expression in HNSCC, with higher ITGAV expression levels correlating with significantly lower overall survival, based on TCGA (the Cancer Genome Atlas) and GEO datasets. Subsequent in vitro analyses revealed an overexpression of ITGAV in highly invasive HNSCC cell lines UM1 and UMSCC-5 in comparison to low invasive HNSCC cell lines UM2 and UMSCC-6. In addition, knockdown of ITGAV significantly inhibited the migration, invasion, viability, and colony formation of HNSCC cells. In addition, chromatin immunoprecipitation (ChIP) assays indicated that SOX11 bound to the promoter of ITGAV gene, and SOX11 knockdown resulted in decreased ITGAV expression in HNSCC cells. In conclusion, our studies suggest that ITGAV promotes the progression of HNSCC cells and may be regulated by SOX11 in HNSCC cells.
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Affiliation(s)
- Lingyi Xu
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
| | - Jeremy G Barrett
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
| | - Jiayi Peng
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
| | - Suk Li
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
| | - Diana Messadi
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA 90024, USA
| | - Shen Hu
- School of Dentistry, University of California, Los Angeles, CA 90095, USA; (L.X.); (J.G.B.); (J.P.); (D.M.)
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA 90024, USA
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19
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Liu Q, Luo J, Wang H, Zhang L, Guo J, Jin G. GAS5, a long noncoding RNA, contributes to annulus fibroblast osteogenic differentiation and apoptosis in intervertebral disk degeneration via the miR-221-3p/SOX11 axis. Aging (Albany NY) 2024; 16:3896-3914. [PMID: 38407972 PMCID: PMC10929823 DOI: 10.18632/aging.205567] [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: 07/10/2023] [Accepted: 01/02/2024] [Indexed: 02/28/2024]
Abstract
miR-221-3p has been reported to attenuate the osteogenic differentiation of annulus fibrosus cells (AFs), which has been implicated in intervertebral disk degeneration (IVDD) development. This study aimed to elucidate miR-221-3p's role in osteogenic differentiation and apoptosis of AFs in an IVDD model. After successfully establishing an IVDD rat model by annulus fibrosus needle puncture, AFs were isolated. Bioinformatics, dual-luciferase reporter, and AGO2-RNA immunoprecipitation (RIP) assays predicted and confirmed the potential miR-221-3p lncRNA and gene target. Functional analyses were performed after AF transfection to explore the roles of the identified lncRNA and gene. Western blotting, Alkaline phosphatase (ALP), and Alizarin red and TUNEL staining were performed to investigate AF apoptosis and osteogenic differentiation with different transfections. Compared with AFs isolated from sham rats, IVDD-isolated Afs exhibited stronger osteogenic potential and higher apoptosis rates accompanied by miR-221-3p downregulation. The growth arrest-specific transcript 5 (GAS5) was identified as miR-221-3p's target lncRNA, which was highly expressed in IVDD. GAS5 overexpression facilitated AF apoptosis and osteogenic differentiation, whereas silencing GAS5 had the opposite effect. SRY box-related11 (SOX11) was identified as a downstream miR-221-3p target gene in IVDD. GASS silencing-induced suppression of AF apoptosis and osteogenic differentiation could be reversed by SOX11 overexpression. Our findings uncovered a lncRNA GAS5/miR-221-3p/SOX11 axis in Afs under IVDD, which may help implement novel IVDD therapeutic strategies.
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Affiliation(s)
- Qi Liu
- Department of Orthopedics, Shengjing Hospital of China Medical University, Shenyang 110000, China
| | - Jiaying Luo
- School of Life Sciences and Biopharmaceuticals, Shenyang Pharmaceutical University, Shenyang 110000, China
| | - Huan Wang
- Department of Orthopedics, Shengjing Hospital of China Medical University, Shenyang 110000, China
| | - Lei Zhang
- Department of Orthopedics, Shengjing Hospital of China Medical University, Shenyang 110000, China
| | - Jingwen Guo
- Institute of Health Sciences, China Medical University, Shenyang 110000, China
| | - Guoxin Jin
- Department of Orthopedics, Shengjing Hospital of China Medical University, Shenyang 110000, China
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20
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Morsy MHA, Lilienthal I, Lord M, Merrien M, Wasik AM, Sureda-Gómez M, Amador V, Johansson HJ, Lehtiö J, Garcia-Torre B, Martin-Subero JI, Tsesmetzis N, Tao S, Schinazi RF, Kim B, Sorteberg AL, Wickström M, Sheppard D, Rassidakis GZ, Taylor IA, Christensson B, Campo E, Herold N, Sander B. SOX11 is a novel binding partner and endogenous inhibitor of SAMHD1 ara-CTPase activity in mantle cell lymphoma. Blood 2024; 143:1953-1964. [PMID: 38774451 PMCID: PMC7615944 DOI: 10.1182/blood.2023022241/2210808/blood.2023022241.pdf] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2024] Open
Abstract
The sterile alpha motif and histidine-aspartate (HD) domain containing protein 1 (SAMHD1) is a deoxynucleoside triphosphate triphosphohydrolase with ara-CTPase activity that confers cytarabine (ara-C) resistance in several haematological malignancies. Targeting SAMHD1's ara-CTPase activity has recently been demonstrated to enhance ara-C efficacy in acute myeloid leukemia. Here, we identify the transcription factor SRY-related HMG-box containing protein 11 (SOX11) as a novel direct binding partner and first known endogenous inhibitor of SAMHD1. SOX11 is aberrantly expressed not only in mantle cell lymphoma (MCL), but also in some Burkitt lymphomas. Co-immunoprecipitation of SOX11 followed by mass spectrometry in MCL cell lines identified SAMHD1 as the top SOX11 interaction partner which was validated by proximity ligation assay. In vitro, SAMHD1 bound to the HMG box of SOX11 with low-micromolar affinity. In situ crosslinking studies further indicated that SOX11-SAMHD1 binding resulted in a reduced tetramerization of SAMHD1. Functionally, expression of SOX11 inhibited SAMHD1 ara-CTPase activity in a dose-dependent manner resulting in ara-C sensitization in cell lines and in a SOX11-inducible mouse model of MCL. In SOX11-negative MCL, SOX11-mediated ara-CTPase inhibition could be mimicked by adding the recently identified SAMHD1 inhibitor hydroxyurea. Taken together, our results identify SOX11 as a novel SAMHD1 interaction partner and its first known endogenous inhibitor with potentially important implications for clinical therapy stratification.
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Affiliation(s)
- Mohammad Hamdy Abdelrazak Morsy
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet and Karolinska University Hospital, SE14186, Stockholm, Sweden
- Department of Applied Medical Chemistry, Medical Research Institute, Alexandria University, 21561, Alexandria, Egypt
| | - Ingrid Lilienthal
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Martin Lord
- Department of Pharmaceutical Biosciences, Immuno-oncology, Uppsala University Biomedical Centre (BMC), SE-751 24, Uppsala, Sweden
| | - Magali Merrien
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet and Karolinska University Hospital, SE14186, Stockholm, Sweden
| | - Agata Magdalena Wasik
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet and Karolinska University Hospital, SE14186, Stockholm, Sweden
| | - Marta Sureda-Gómez
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Virginia Amador
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | | | - Janne Lehtiö
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Beatriz Garcia-Torre
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Jose Ignacio Martin-Subero
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Nikolaos Tsesmetzis
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Sijia Tao
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Raymond F Schinazi
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Baek Kim
- Center for ViroScience and Cure, Department of Pediatrics, School of Medicine, Emory University, Atlanta, USA
| | - Agnes L Sorteberg
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Malin Wickström
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
| | - Devon Sheppard
- Macromolecular Structure Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Georgios Z Rassidakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ian A Taylor
- Macromolecular Structure Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Birger Christensson
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet and Karolinska University Hospital, SE14186, Stockholm, Sweden
| | - Elias Campo
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hematopathology Section, Department of Anatomic Pathology, Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Nikolas Herold
- Childhood Cancer Research Unit, Department of Women’s, and Children’s Health, Karolinska Institutet, Solna, Sweden
- Paediatric Oncology, Astrid Lindgren Children’s Hospital, Karolinska University Hospital, Stockholm, Sweden
| | - Birgitta Sander
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institutet and Karolinska University Hospital, SE14186, Stockholm, Sweden
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21
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Bahmad HF, Thiravialingam A, Sriganeshan K, Gonzalez J, Alvarez V, Ocejo S, Abreu AR, Avellan R, Arzola AH, Hachem S, Poppiti R. Clinical Significance of SOX10 Expression in Human Pathology. Curr Issues Mol Biol 2023; 45:10131-10158. [PMID: 38132479 PMCID: PMC10742133 DOI: 10.3390/cimb45120633] [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: 11/20/2023] [Revised: 12/10/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023] Open
Abstract
The embryonic development of neural crest cells and subsequent tissue differentiation are intricately regulated by specific transcription factors. Among these, SOX10, a member of the SOX gene family, stands out. Located on chromosome 22q13, the SOX10 gene encodes a transcription factor crucial for the differentiation, migration, and maintenance of tissues derived from neural crest cells. It plays a pivotal role in developing various tissues, including the central and peripheral nervous systems, melanocytes, chondrocytes, and odontoblasts. Mutations in SOX10 have been associated with congenital disorders such as Waardenburg-Shah Syndrome, PCWH syndrome, and Kallman syndrome, underscoring its clinical significance. Furthermore, SOX10 is implicated in neural and neuroectodermal tumors, such as melanoma, malignant peripheral nerve sheath tumors (MPNSTs), and schwannomas, influencing processes like proliferation, migration, and differentiation. In mesenchymal tumors, SOX10 expression serves as a valuable marker for distinguishing between different tumor types. Additionally, SOX10 has been identified in various epithelial neoplasms, including breast, ovarian, salivary gland, nasopharyngeal, and bladder cancers, presenting itself as a potential diagnostic and prognostic marker. However, despite these associations, further research is imperative to elucidate its precise role in these malignancies.
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Affiliation(s)
- Hisham F. Bahmad
- The Arkadi M. Rywlin M.D. Department of Pathology and Laboratory Medicine, Mount Sinai Medical Center, Miami Beach, FL 33140, USA;
| | - Aran Thiravialingam
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Karthik Sriganeshan
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Jeffrey Gonzalez
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Veronica Alvarez
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Stephanie Ocejo
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Alvaro R. Abreu
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Rima Avellan
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Alejandro H. Arzola
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA; (A.T.); (K.S.); (J.G.); (S.O.); (A.R.A.); (R.A.); (A.H.A.)
| | - Sana Hachem
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon;
| | - Robert Poppiti
- The Arkadi M. Rywlin M.D. Department of Pathology and Laboratory Medicine, Mount Sinai Medical Center, Miami Beach, FL 33140, USA;
- Department of Pathology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA
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22
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Jia L, Wang W, Liang J, Niu S, Wang Y, Yang J, Li L, Wang G, Xu X, Mu L, Cheng K, Yang X, Wang Y, Luo H, Xia G, Ke Y, Zhang Y, Zhang H. Analyzing the cellular and molecular atlas of ovarian mesenchymal cells provides a strategy against female reproductive aging. SCIENCE CHINA. LIFE SCIENCES 2023; 66:2818-2836. [PMID: 37460714 DOI: 10.1007/s11427-022-2335-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 03/22/2023] [Indexed: 12/18/2023]
Abstract
Ovarian mesenchymal cells (oMCs) constitute a distinct microenvironment that supports folliculogenesis under physiological conditions. Supplementation of exogenous non-ovarian mesenchymal-related cells has been reported to be an efficient approach to improve ovarian functions. However, the development and cellular and molecular characteristics of endogenous oMCs remain largely unexplored. In this study, we surveyed the single-cell transcriptomic landscape to dissect the cellular and molecular changes associated with the aging of oMCs in mice. Our results showed that the oMCs were composed of five ovarian differentiated MC (odMC) populations and one ovarian mesenchymal progenitor (oMP) cell population. These cells could differentiate into various odMCs via an oMP-derived route to construct the ovarian stroma structures. Comparative analysis revealed that ovarian aging was associated with decreased quantity of oMP cells and reduced quality of odMCs. Based on the findings of bioinformatics analysis, we designed different strategies involving supplementation with young oMCs to examine their effects on female fertility and health. Our functional investigations revealed that oMCs supplementation prior to ovarian senescence was the optimal method to improve female fertility and extend the reproductive lifespan of aged females in the long-term.
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Affiliation(s)
- Longzhong Jia
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Wenji Wang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
- School of Life Sciences, Taizhou University, Taizhou, 318000, China
| | - Jing Liang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Shudong Niu
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Yibo Wang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Jian Yang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Lingyu Li
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Ge Wang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Xueqiang Xu
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Lu Mu
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Kaixin Cheng
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Xuebing Yang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Yijing Wang
- National Institute of Biological Sciences, Beijing, 102206, China
| | - Haoshu Luo
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
| | - Guoliang Xia
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China
- Key Laboratory of Ministry of Education for Conservation and Utilization of Special Biological Resources in Western China, College of Life Science, Ningxia University, Yinchuan, 750021, China
| | - Yuwen Ke
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China.
| | - Yan Zhang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China.
| | - Hua Zhang
- State Key Laboratory of Animal Biotech Breeding, College of Biological Sciences, China Agricultural University, Beijing, 100193, China.
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23
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Al-Jawahiri R, Stokes L, Smith H, McNeill A, Freeth M. Short report: Behavioural characterisation of SOX11 syndrome. RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 143:104623. [PMID: 37924570 DOI: 10.1016/j.ridd.2023.104623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 10/06/2023] [Accepted: 10/18/2023] [Indexed: 11/06/2023]
Abstract
BACKGROUND SOX11 syndrome is a rare condition caused by deletions or de novo point mutations of the SOX11 gene. SOX11 is a transcription factor gene that plays an important role in brain development. AIMS The aim of this study was to quantitatively evaluate the behavioural profiles of individuals with SOX11 syndrome. METHODS AND PROCEDURES The Vineland Adaptive Behaviour Scales 3 (VABS-3) and the Social Responsiveness Scale 2 (SRS-2) were completed by parents of 21 children and young adults with SOX11 syndrome. OUTCOMES AND RESULTS Most were found to have borderline (33 %) or mild (39 %) impairment in adaptive behaviour, with more difficulties in communication and daily living than socialisation in the cohort overall. Most (90 %) were found to exhibit clinically relevant levels of autistic traits, with 62 % scoring in the "severe" range, though social motivation was observed to be a relative strength in the cohort overall. CONCLUSIONS AND IMPLICATIONS This study presents the first standardised evaluation of adaptive behaviour and autistic traits of individuals with SOX11 syndrome. This will improve clinicians, educators and parents' understanding of SOX11 syndrome.
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Affiliation(s)
| | - Louis Stokes
- University of Sheffield, Sheffield S10 2TN, United Kingdom
| | - Harriet Smith
- University of Sheffield, Sheffield S10 2TN, United Kingdom
| | | | - Megan Freeth
- University of Sheffield, Sheffield S10 2TN, United Kingdom.
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24
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Xu J, Wang Y, Li P, Chen C, Jiang Z, Wang X, Liu P. PRUNE1 (located on chromosome 1q21.3) promotes multiple myeloma with 1q21 Gain by enhancing the links between purine and mitochondrion. Br J Haematol 2023; 203:599-613. [PMID: 37666675 DOI: 10.1111/bjh.19088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 08/05/2023] [Accepted: 08/21/2023] [Indexed: 09/06/2023]
Abstract
Patients with multiple myeloma (MM) with chromosome 1q21 Gain (1q21+) are clinically and biologically heterogeneous. 1q21+ in the real world actually reflects the prognosis for gain/amplification of the CKS1B gene. In this study, we found that the copy number of prune exopolyphosphatase 1 (PRUNE1), located on chromosome 1q21.3, could further stratify the prognosis of MM patients with 1q21+. Using selected reaction monitoring/multiple reaction monitoring (SRM/MRM) analysis, liquid chromatography-tandem mass spectrometry (LC-MS/MS), transmission electron microscopy (TEM), confocal fluorescence microscopy, calculation of adenosine triphosphate (ATP), intracellular reactive oxygen species (ROS) and mitochondrial oxygen consumption rates (OCRs), we demonstrated for the first time that PRUNE1 promotes the proliferation and invasion of MM cells by stimulating purine metabolism, purine synthesis enzymes and mitochondrial functions, enhancing links between purinosomes and mitochondria. SOX11 was identified as a transcription factor for PRUNE1. Through integrated analysis of the transcriptome and proteome, CD73 was determined to be the downstream target of PRUNE1. Furthermore, it has been determined that dipyridamole can effectively suppress the proliferation of MM cells with high-expression levels of PRUNE1 in vitro and in vivo. These findings provide insights into disease-causing mechanisms and new therapeutic targets for MM patients with 1q21+.
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Affiliation(s)
- Jiadai Xu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yawen Wang
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Panpan Li
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chen Chen
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhihong Jiang
- Department of Hematology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
| | - Xiaona Wang
- Department of Hematology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
| | - Peng Liu
- Department of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China
- Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Hematology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China
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25
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Ben-Tov Perry R, Tsoory M, Tolmasov M, Ulitsky I. Silc1 long noncoding RNA is an immediate-early gene promoting efficient memory formation. Cell Rep 2023; 42:113168. [PMID: 37742186 PMCID: PMC10636608 DOI: 10.1016/j.celrep.2023.113168] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 06/30/2023] [Accepted: 09/08/2023] [Indexed: 09/26/2023] Open
Abstract
Long noncoding RNAs (lncRNAs) are expressed in many brain circuits and types of neurons; nevertheless, their functional significance for normal brain functions remains elusive. Here, we study the functions in the central nervous system of Silc1, an lncRNA we have shown previously to be important for neuronal regeneration in the peripheral nervous system. We found that Silc1 is rapidly and strongly induced in the hippocampus upon exposure to novelty and is required for efficient spatial learning. Silc1 production is important for induction of Sox11 (its cis-regulated target gene) throughout the CA1-CA3 regions and proper expression of key Sox11 target genes. Consistent with its role in neuronal plasticity, Silc1 levels decline during aging and in models of Alzheimer's disease. Overall, we describe a plasticity pathway in which Silc1 acts as an immediate-early gene to activate Sox11 and induce a neuronal growth-associated transcriptional program important for learning.
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Affiliation(s)
- Rotem Ben-Tov Perry
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel; Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot 76100, Israel.
| | - Michael Tsoory
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Michael Tolmasov
- Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat-Gan 5290002, Israel
| | - Igor Ulitsky
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot 76100, Israel; Department of Molecular Neuroscience, Weizmann Institute of Science, Rehovot 76100, Israel.
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van der Laan L, Rooney K, Haghshenas S, Silva A, McConkey H, Relator R, Levy MA, Valenzuela I, Trujillano L, Lasa-Aranzasti A, Campos B, Castells N, Verberne EA, Maas S, Alders M, Mannens MMAM, van Haelst MM, Sadikovic B, Henneman P. Functional Insight into and Refinement of the Genomic Boundaries of the JARID2-Neurodevelopmental Disorder Episignature. Int J Mol Sci 2023; 24:14240. [PMID: 37762546 PMCID: PMC10531903 DOI: 10.3390/ijms241814240] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/15/2023] [Accepted: 09/16/2023] [Indexed: 09/29/2023] Open
Abstract
JARID2 (Jumonji, AT-rich interactive domain 2) haploinsufficiency is associated with a clinically distinct neurodevelopmental syndrome. It is characterized by intellectual disability, developmental delay, autistic features, behavior abnormalities, cognitive impairment, hypotonia, and dysmorphic features. JARID2 acts as a transcriptional repressor protein that is involved in the regulation of histone methyltransferase complexes. JARID2 plays a role in the epigenetic machinery, and the associated syndrome has an identified DNA methylation episignature derived from sequence variants and intragenic deletions involving JARID2. For this study, our aim was to determine whether patients with larger deletions spanning beyond JARID2 present a similar DNA methylation episignature and to define the critical region involved in aberrant DNA methylation in 6p22-p24 microdeletions. We examined the DNA methylation profiles of peripheral blood from 56 control subjects, 13 patients with (likely) pathogenic JARID2 variants or patients carrying copy number variants, and three patients with JARID2 VUS variants. The analysis showed a distinct and strong differentiation between patients with (likely) pathogenic variants, both sequence and copy number, and controls. Using the identified episignature, we developed a binary model to classify patients with the JARID2-neurodevelopmental syndrome. DNA methylation analysis indicated that JARID2 is the driver gene for aberrant DNA methylation observed in 6p22-p24 microdeletions. In addition, we performed analysis of functional correlation of the JARID2 genome-wide methylation profile with the DNA methylation profiles of 56 additional neurodevelopmental disorders. To conclude, we refined the critical region for the presence of the JARID2 episignature in 6p22-p24 microdeletions and provide insight into the functional changes in the epigenome observed when regulation by JARID2 is lost.
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Affiliation(s)
- Liselot van der Laan
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Kathleen Rooney
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Sadegheh Haghshenas
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
| | - Ananília Silva
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Haley McConkey
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
| | - Michael A. Levy
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
| | - Irene Valenzuela
- Medicine Genetics Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
| | - Laura Trujillano
- Medicine Genetics Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
| | - Amaia Lasa-Aranzasti
- Medicine Genetics Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
| | - Berta Campos
- Medicine Genetics Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
| | - Neus Castells
- Medicine Genetics Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
- Department of Clinical and Molecular Genetics, Vall d’Hebron Barcelona Hospital Campus, Vall d’Hebron Hospital Universitari, 129, 08035 Barcelona, Spain
| | - Eline A. Verberne
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Saskia Maas
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Marcel M. A. M. Mannens
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Mieke M. van Haelst
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Bekim Sadikovic
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada (R.R.)
- Department of Pathology and Laboratory Medicine, Western University, London, ON N6A 3K7, Canada
| | - Peter Henneman
- Department of Human Genetics, Amsterdam Reproduction and Development Research Institute, Amsterdam University Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
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27
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Oprescu SN, Baumann N, Chen X, Sun Q, Zhao Y, Yue F, Wang H, Kuang S. Sox11 is enriched in myogenic progenitors but dispensable for development and regeneration of the skeletal muscle. Skelet Muscle 2023; 13:15. [PMID: 37705115 PMCID: PMC10498607 DOI: 10.1186/s13395-023-00324-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 08/24/2023] [Indexed: 09/15/2023] Open
Abstract
Transcription factors (TFs) play key roles in regulating differentiation and function of stem cells, including muscle satellite cells (MuSCs), a resident stem cell population responsible for postnatal regeneration of the skeletal muscle. Sox11 belongs to the Sry-related HMG-box (SOX) family of TFs that play diverse roles in stem cell behavior and tissue specification. Analysis of single-cell RNA-sequencing (scRNA-seq) datasets identify a specific enrichment of Sox11 mRNA in differentiating but not quiescent MuSCs. Consistent with the scRNA-seq data, Sox11 levels increase during differentiation of murine primary myoblasts in vitro. scRNA-seq data comparing muscle regeneration in young and old mice further demonstrate that Sox11 expression is reduced in aged MuSCs. Age-related decline of Sox11 expression is associated with reduced chromatin contacts within the topologically associating domains. Unexpectedly, Myod1Cre-driven deletion of Sox11 in embryonic myoblasts has no effects on muscle development and growth, resulting in apparently healthy muscles that regenerate normally. Pax7CreER- or Rosa26CreER- driven (MuSC-specific or global) deletion of Sox11 in adult mice similarly has no effects on MuSC differentiation or muscle regeneration. These results identify Sox11 as a novel myogenic differentiation marker with reduced expression in quiescent and aged MuSCs, but the specific function of Sox11 in myogenesis remains to be elucidated.
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Affiliation(s)
- Stephanie N Oprescu
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Nick Baumann
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Xiyue Chen
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Qiang Sun
- Department of Orthopedics and Traumatology, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong; Center for Neuromusculoskeletal Restorative Medicine, Hong Kong Science Park, Hong Kong, China
| | - Yu Zhao
- Department of Orthopedics and Traumatology, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong; Center for Neuromusculoskeletal Restorative Medicine, Hong Kong Science Park, Hong Kong, China
| | - Feng Yue
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA
| | - Huating Wang
- Department of Orthopedics and Traumatology, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong; Center for Neuromusculoskeletal Restorative Medicine, Hong Kong Science Park, Hong Kong, China
| | - Shihuan Kuang
- Department of Biological Sciences, Purdue University, West Lafayette, IN, 47907, USA.
- Department of Animal Sciences, Purdue University, West Lafayette, IN, 47907, USA.
- Center for Cancer Research, Purdue University, West Lafayette, IN, 47907, USA.
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28
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Pistek M, Kahlig CI, Hackl M, Unterthurner S, Kraus B, Grabherr R, Grillari J, Hernandez Bort JA. Comprehensive mRNA-sequencing-based characterization of three HEK-293 cell lines during an rAAV production process for gene therapy applications. Biotechnol J 2023; 18:e2200513. [PMID: 37191240 DOI: 10.1002/biot.202200513] [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: 10/11/2022] [Revised: 04/20/2023] [Accepted: 05/10/2023] [Indexed: 05/17/2023]
Abstract
Human embryonal kidney cells (HEK-293) are the most common host cells used for transient recombinant adeno-associated virus (rAAV) production in pharmaceutical industry. To better cover the expected gene therapy product demands in the future, different traditional strategies such as cell line sub-cloning and/or addition of chemical substances to the fermentation media have been used to maximize titers and improve product quality. A more effective and advanced approach to boost yield can be envisaged by characterizing the transcriptome of different HEK-293 cell line pedigrees with distinct rAAV productivity patterns to subsequently identify potential gene targets for cell engineering. In this work, the mRNA expression profile of three HEK-293 cell lines, resulting in various yields during a fermentation batch process for rAAV production, was investigated to gain basic insight into cell variability and eventually to identify genes that correlate with productivity. Mock runs using only transfection reagents were performed in parallel as a control. It finds significant differences in gene regulatory behaviors between the three cell lines at different growth and production stages. The evaluation of these transcriptomics profiles combined with collected in-process control parameters and titers shed some light on potential cell engineering targets to maximize transient production of rAAV in HEK-293 cells.
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Affiliation(s)
- Martina Pistek
- Biotherapeutics Process Development, Baxalta Innovations GmbH, a part of Takeda companies, Orth an der Donau, Austria
| | - Carolin-Isabel Kahlig
- Biotherapeutics Process Development, Baxalta Innovations GmbH, a part of Takeda companies, Orth an der Donau, Austria
| | | | - Sabine Unterthurner
- Biotherapeutics Process Development, Baxalta Innovations GmbH, a part of Takeda companies, Orth an der Donau, Austria
| | - Barbara Kraus
- Biotherapeutics Process Development, Baxalta Innovations GmbH, a part of Takeda companies, Orth an der Donau, Austria
| | - Reingard Grabherr
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Johannes Grillari
- TAmiRNA, Vienna, Austria
- Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
- Ludwig Boltzmann Institute for Traumatology, The Research Center in Collaboration with AUVA, Vienna, Austria
| | - Juan A Hernandez Bort
- Biotherapeutics Process Development, Baxalta Innovations GmbH, a part of Takeda companies, Orth an der Donau, Austria
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29
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Sweef O, Zaabout E, Bakheet A, Halawa M, Gad I, Akela M, Tousson E, Abdelghany A, Furuta S. Unraveling Therapeutic Opportunities and the Diagnostic Potential of microRNAs for Human Lung Cancer. Pharmaceutics 2023; 15:2061. [PMID: 37631277 PMCID: PMC10459057 DOI: 10.3390/pharmaceutics15082061] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 07/12/2023] [Accepted: 07/24/2023] [Indexed: 08/27/2023] Open
Abstract
Lung cancer is a major public health problem and a leading cause of cancer-related deaths worldwide. Despite advances in treatment options, the five-year survival rate for lung cancer patients remains low, emphasizing the urgent need for innovative diagnostic and therapeutic strategies. MicroRNAs (miRNAs) have emerged as potential biomarkers and therapeutic targets for lung cancer due to their crucial roles in regulating cell proliferation, differentiation, and apoptosis. For example, miR-34a and miR-150, once delivered to lung cancer via liposomes or nanoparticles, can inhibit tumor growth by downregulating critical cancer promoting genes. Conversely, miR-21 and miR-155, frequently overexpressed in lung cancer, are associated with increased cell proliferation, invasion, and chemotherapy resistance. In this review, we summarize the current knowledge of the roles of miRNAs in lung carcinogenesis, especially those induced by exposure to environmental pollutants, namely, arsenic and benzopyrene, which account for up to 1/10 of lung cancer cases. We then discuss the recent advances in miRNA-based cancer therapeutics and diagnostics. Such information will provide new insights into lung cancer pathogenesis and innovative diagnostic and therapeutic modalities based on miRNAs.
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Affiliation(s)
- Osama Sweef
- Division of Cancer Biology, Department of Medicine, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH 44109, USA
- Department of Zoology, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Elsayed Zaabout
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ahmed Bakheet
- Division of Cancer Biology, Department of Medicine, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH 44109, USA
| | - Mohamed Halawa
- Department of Pharmacology, University of Colorado Denver Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Ibrahim Gad
- Department of Statistics and Mathematics, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Mohamed Akela
- Department of Biology, College of Science and Humanities in Al-Kharj, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
| | - Ehab Tousson
- Department of Zoology, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Ashraf Abdelghany
- Biomedical Research Center of University of Granada, Excellence Research Unit “Modeling Nature” (MNat), University of Granada, 18016 Granada, Spain
| | - Saori Furuta
- Division of Cancer Biology, Department of Medicine, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH 44109, USA
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30
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R I A, Vatsyayan A, Damodaran D, Sivadas A, Van der Speeten K. Multi-omics Analysis Classifies Colorectal Cancer into Distinct Methylated Immunogenic and Angiogenic Subtypes Based on Anatomical Laterality. Indian J Surg Oncol 2023; 14:209-219. [PMID: 37359923 PMCID: PMC10284779 DOI: 10.1007/s13193-023-01760-6] [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: 09/19/2022] [Accepted: 04/25/2023] [Indexed: 06/28/2023] Open
Abstract
We employed supervised machine learning algorithms to a cohort of colorectal cancer patients from the NCI to differentiate and classify the heterogenous disease based on anatomical laterality and multi-omics stratification, in a first of its kind. Multi-omics integrative analysis shows distinct clustering of left and right colorectal cancer with disentangled representation of methylome and delineation of transcriptome and genome. We present novel multi-omics findings consistent with augmented hypermethylation of genes in right CRC, epigenomic biomarkers on the right in conjunction with immune-mediated pathway signatures, and lymphocytic invasion which unlocks unique therapeutic avenues. Contrarily, left CRC multi-omics signature is found to be marked by angiogenesis, cadherins, and epithelial-mesenchymal transition (EMT). An integrated multi-omics molecular signature of RNF217-AS1, hsa-miR-10b, and panel of FBX02, FBX06, FBX044, MAD2L2, and MIIP copy number altered genes have been found by the study. Overall survival analysis reveals genomic biomarkers ABCA13 and TTN in 852 LCRC cases, and SOX11 in 170 RCRC cases that predicts a significant survival benefit. Our study exemplifies the translational competence and robustness of machine learning in effective translational bridging of research and clinic. Supplementary Information The online version contains supplementary material available at 10.1007/s13193-023-01760-6.
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Affiliation(s)
- Anu R I
- Department of Cancer Biology and Therapeutics, MVR Cancer Center and Research Institute, Calicut, Kerala India
- Department of Clinical Biochemistry, MVR Cancer Center and Research Institute, Calicut, Kerala India
| | - Aastha Vatsyayan
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Dileep Damodaran
- Department of Surgical Oncology, MVR Cancer Center and Research Institute, Calicut, Kerala India
| | - Ambily Sivadas
- Division of Nutrition, St. John’s Research Institute, Bangalore, India
| | - Kurt Van der Speeten
- Department of Surgical Oncology, Ziekenhuis Oost-Limburg, Genk, Belgium
- Faculty of Medicine and Life Sciences, BIOMED Research Institute, University Hasselt, Hasselt, Belgium
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31
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Zhou T, Chen Y, Liao Z, Zhang L, Su D, Li Z, Yang X, Ke X, Liu H, Chen Y, Weng R, Shen H, Xu C, Wan Y, Xu R, Su P. Spatiotemporal Characterization of Human Early Intervertebral Disc Formation at Single-Cell Resolution. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2206296. [PMID: 36965031 DOI: 10.1002/advs.202206296] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/28/2023] [Indexed: 05/18/2023]
Abstract
The intervertebral disc (IVD) acts as a fibrocartilaginous joint to anchor adjacent vertebrae. Although several studies have demonstrated the cellular heterogeneity of adult mature IVDs, a single-cell transcriptomic atlas mapping early IVD formation is still lacking. Here, the authors generate a spatiotemporal and single cell-based transcriptomic atlas of human IVD formation at the embryonic stage and a comparative mouse transcript landscape. They identify two novel human notochord (NC)/nucleus pulposus (NP) clusters, SRY-box transcription factor 10 (SOX10)+ and cathepsin K (CTSK)+ , that are distributed in the early and late stages of IVD formation and they are validated by lineage tracing experiments in mice. Matrisome NC/NP clusters, T-box transcription factor T (TBXT)+ and CTSK+ , are responsible for the extracellular matrix homeostasis. The IVD atlas suggests that a subcluster of the vertebral chondrocyte subcluster might give rise to an inner annulus fibrosus of chondrogenic origin, while the fibroblastic outer annulus fibrosus preferentially expresseds transgelin and fibromodulin . Through analyzing intercellular crosstalk, the authors further find that notochordal secreted phosphoprotein 1 (SPP1) is a novel cue in the IVD microenvironment, and it is associated with IVD development and degeneration. In conclusion, the single-cell transcriptomic atlas will be leveraged to develop preventative and regenerative strategies for IVD degeneration.
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Affiliation(s)
- Taifeng Zhou
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yu Chen
- State Key Laboratory of Cellular Stress Biology, Fujian Provincial Key Laboratory of Organ and Tissue Regeneration, School of Medicine, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, 361102, China
| | - Zhiheng Liao
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Long Zhang
- State Key Laboratory of Cellular Stress Biology, Fujian Provincial Key Laboratory of Organ and Tissue Regeneration, School of Medicine, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, 361102, China
| | - Deying Su
- Guangdong Provincial Key Laboratory of Proteomics and State Key Laboratory of Organ Failure Research, School of Basic Medical Sciences, Southern Medical University, Guangzhou, 510515, China
| | - Zhuling Li
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Xiaoming Yang
- Department of Orthopedics, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Xiaona Ke
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Hengyu Liu
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yuyu Chen
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Ricong Weng
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Huimin Shen
- Department of Gynecology and Obstetrics, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Caixia Xu
- Research Center for Translational Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Yong Wan
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
| | - Ren Xu
- State Key Laboratory of Cellular Stress Biology, Fujian Provincial Key Laboratory of Organ and Tissue Regeneration, School of Medicine, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, 361102, China
| | - Peiqiang Su
- Department of Spine Surgery, Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China
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32
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Quantitative Evaluation of Stem-like Markers of Human Glioblastoma Using Single-Cell RNA Sequencing Datasets. Cancers (Basel) 2023; 15:cancers15051557. [PMID: 36900348 PMCID: PMC10001303 DOI: 10.3390/cancers15051557] [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: 01/06/2023] [Revised: 02/17/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023] Open
Abstract
Targeting glioblastoma (GBM) stem-like cells (GSCs) is a common interest in both the laboratory investigation and clinical treatment of GBM. Most of the currently applied GBM stem-like markers lack validation and comparison with common standards regarding their efficiency and feasibility in various targeting methods. Using single-cell RNA sequencing datasets from 37 GBM patients, we obtained a large pool of 2173 GBM stem-like marker candidates. To evaluate and select these candidates quantitatively, we characterized the efficiency of the candidate markers in targeting the GBM stem-like cells by their frequencies and significance of being the stem-like cluster markers. This was followed by further selection based on either their differential expression in GBM stem-like cells compared with normal brain cells or their relative expression level compared with other expressed genes. The cellular location of the translated protein was also considered. Different combinations of selection criteria highlight different markers for different application scenarios. By comparing the commonly used GSCs marker CD133 (PROM1) with markers selected by our method regarding their universality, significance, and abundance, we revealed the limitations of CD133 as a GBM stem-like marker. Overall, we propose BCAN, PTPRZ1, SOX4, etc. for laboratory-based assays with samples free of normal cells. For in vivo targeting applications that require high efficiency in targeting the stem-like subtype, the ability to distinguish GSCs from normal brain cells, and a high expression level, we recommend the intracellular marker TUBB3 and the surface markers PTPRS and GPR56.
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33
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Lu DY, Ellegast JM, Ross KN, Malone CF, Lin S, Mabe NW, Dharia NV, Meyer A, Conway A, Su AH, Selich-Anderson J, Taslim C, Byrum AK, Seong BKA, Adane B, Gray NS, Rivera MN, Lessnick SL, Stegmaier K. The ETS transcription factor ETV6 constrains the transcriptional activity of EWS-FLI to promote Ewing sarcoma. Nat Cell Biol 2023; 25:285-297. [PMID: 36658220 PMCID: PMC9928584 DOI: 10.1038/s41556-022-01059-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 11/24/2022] [Indexed: 01/21/2023]
Abstract
Transcription factors (TFs) are frequently mutated in cancer. Paediatric cancers exhibit few mutations genome-wide but frequently harbour sentinel mutations that affect TFs, which provides a context to precisely study the transcriptional circuits that support mutant TF-driven oncogenesis. A broadly relevant mechanism that has garnered intense focus involves the ability of mutant TFs to hijack wild-type lineage-specific TFs in self-reinforcing transcriptional circuits. However, it is not known whether this specific type of circuitry is equally crucial in all mutant TF-driven cancers. Here we describe an alternative yet central transcriptional mechanism that promotes Ewing sarcoma, wherein constraint, rather than reinforcement, of the activity of the fusion TF EWS-FLI supports cancer growth. We discover that ETV6 is a crucial TF dependency that is specific to this disease because it, counter-intuitively, represses the transcriptional output of EWS-FLI. This work discovers a previously undescribed transcriptional mechanism that promotes cancer.
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Affiliation(s)
- Diana Y Lu
- Harvard/MIT MD-PhD Program, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jana M Ellegast
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kenneth N Ross
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Clare F Malone
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shan Lin
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nathaniel W Mabe
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ashleigh Meyer
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Angela H Su
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Julia Selich-Anderson
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Cenny Taslim
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Andrea K Byrum
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Bo Kyung A Seong
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Biniam Adane
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Miguel N Rivera
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Stephen L Lessnick
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- Division of Pediatric Hematology, Oncology and BMT, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA.
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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Definition and Characterization of SOX11-Derived T Cell Epitopes towards Immunotherapy of Glioma. Int J Mol Sci 2023; 24:ijms24031943. [PMID: 36768267 PMCID: PMC9916519 DOI: 10.3390/ijms24031943] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 12/21/2022] [Accepted: 01/12/2023] [Indexed: 01/20/2023] Open
Abstract
The transcription factor SOX11 is a tumor-associated antigen with low expression in normal cells, but overexpression in glioblastoma (GBM). So far, conventional surgery, chemotherapy, and radiotherapy have not substantially improved the dismal prognosis of relapsed/refractory GBM patients. Immunotherapy is considered a promising strategy against GBM, but there is a fervent need for better immunotargets in GBM. To this end, we performed an in silico prediction study on SOX11, which primarily yielded ten promising HLA-A*0201-restricted peptides derived from SOX11. We defined a novel peptide FMACSPVAL, which had the highest score according to in silico prediction (6.02 nM by NetMHC-4.0) and showed an exquisite binding affinity to the HLA-A*0201 molecule in the peptide-binding assays. In the IFN-γ ELISPOT assays, FMACSPVAL demonstrated a high efficiency for generating SOX11-specific CD8+ T cells. Nine out of thirty-two healthy donors showed a positive response to SOX11, as assessed by the ELISPOT assays. Therefore, this novel antigen peptide epitope seems to be promising as a target for T cell-based immunotherapy in GBM. The adoptive transfer of in vitro elicited SOX11-specific CD8+ T cells constitutes a potential approach for the treatment of GBM patients.
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Lu J, Xu H, Song K, Lin Z, Cao L, Lu B, Chen Y, Zhang S. Sox11b regulates the migration and fate determination of Müller glia-derived progenitors during retina regeneration in zebrafish. Neural Regen Res 2023; 18:445-450. [PMID: 35900444 PMCID: PMC9396499 DOI: 10.4103/1673-5374.346550] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The transcription factor Sox11 plays important roles in retinal neurogenesis during vertebrate eye development. However, its function in retina regeneration remains elusive. Here we report that Sox11b, a zebrafish Sox11 homolog, regulates the migration and fate determination of Müller glia-derived progenitors (MGPCs) in an adult zebrafish model of mechanical retinal injury. Following a stab injury, the expression of Sox11b was induced in proliferating MGPCs in the retina. Sox11b knockdown did not affect MGPC formation at 4 days post-injury, although the nuclear morphology and subsequent radial migration of MGPCs were altered. At 7 days post-injury, Sox11b knockdown resulted in an increased proportion of MGPCs in the inner retina and a decreased proportion of MGPCs in the outer nuclear layer, compared with controls. Furthermore, Sox11b knockdown led to reduced photoreceptor regeneration, while it increased the numbers of newborn amacrines and retinal ganglion cells. Finally, quantitative polymerase chain reaction analysis revealed that Sox11b regulated the expression of Notch signaling components in the retina, and Notch inhibition partially recapitulated the Sox11b knockdown phenotype, indicating that Notch signaling functions downstream of Sox11b. Our findings imply that Sox11b plays key roles in MGPC migration and fate determination during retina regeneration in zebrafish, which may have critical implications for future explorations of retinal repair in mammals.
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Nanri Y, Nunomura S, Honda Y, Takedomi H, Yamaguchi Y, Izuhara K. A positive loop formed by SOX11 and periostin upregulates TGF-β signals leading to skin fibrosis. J Invest Dermatol 2022; 143:989-998.e7. [PMID: 36584910 DOI: 10.1016/j.jid.2022.12.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/28/2022] [Accepted: 12/14/2022] [Indexed: 12/29/2022]
Abstract
Systemic sclerosis (SSc) is a chronic, heterogenous disease of connective tissue characterized by organ fibrosis together with vascular injury and autoimmunity. Transforming growth factor (TGF)-β plays a central role in generating fibrosis, including SSc. Periostin is a matricellular protein playing a key role in the generation of fibrosis by amplifying the TGF-β signals. SOX (SRY-related HMG box) 11 is a transcription factor playing several important roles in organ development in embryos. We have previously shown that SOX11 induces periostin expression. However, the roles of the interactions among the TGF-β signals, periostin, and SOX11 remain unknown in the pathogenesis of SSc. In this study, we found that most clones of dermal fibroblasts derived from SSc patients showed constitutive, high expression of SOX11, which is significantly induced by TGF-β1. SOX11 forms a positive loop with periostin to activate the TGF-β signals in SSc dermal fibroblasts. Genetic deletion of Sox11 in Postn-expressing fibroblasts impairs dermal fibrosis by bleomycin. Moreover, using the DNA microarray method, we identified several fibrotic factors dependent on the TGF-β/SOX11/periostin pathway in SSc dermal fibroblasts. Our findings, taken together, show that a positive loop formed by SOX11 and periostin in fibroblasts upregulates the TGF-β signals, leading to skin fibrosis.
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Affiliation(s)
- Yasuhiro Nanri
- Division of Medical Biochemistry, Department of Biomolecular Sciences, Saga, Japan
| | - Satoshi Nunomura
- Division of Medical Biochemistry, Department of Biomolecular Sciences, Saga, Japan
| | - Yuko Honda
- Division of Medical Biochemistry, Department of Biomolecular Sciences, Saga, Japan
| | | | - Yukie Yamaguchi
- Department of Environmental Immuno-Dermatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kenji Izuhara
- Division of Medical Biochemistry, Department of Biomolecular Sciences, Saga, Japan.
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Sun Q, Du J, Dong J, Pan S, Jin H, Han X, Zhang J. Systematic Investigation of the Multifaceted Role of SOX11 in Cancer. Cancers (Basel) 2022; 14:cancers14246103. [PMID: 36551589 PMCID: PMC9776339 DOI: 10.3390/cancers14246103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/23/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022] Open
Abstract
SRY-box transcription factor 11 (SOX11), as a member of the SOX family, is a transcription factor involved in the regulation of specific biological processes and has recently been found to be a prognostic marker for certain cancers. However, the roles of SOX11 in cancer remain controversial. Our study aimed to explore the various aspects of SOX11 in pan-cancer. The expression of SOX11 was investigated by the Genotype Tissue-Expression (GTEX) dataset and the Cancer Genome Atlas (TCGA) database. The protein level of SOX11 in tumor tissues and tumor-adjacent tissues was verified by human pan-cancer tissue microarray. Additionally, we used TCGA pan-cancer data to analyze the correlations among SOX11 expression and survival outcomes, clinical features, stemness, microsatellite instability (MSI), tumor mutation burden (TMB), mismatch repair (MMR) related genes and the tumor immune microenvironment. Furthermore, the cBioPortal database was applied to investigate the gene alterations of SOX11. The main biological processes of SOX11 in cancers were analyzed by Gene Set Enrichment Analysis (GSEA). As a result, aberrant expression of SOX11 has been implicated in 27 kinds of cancer types. Aberrant SOX11 expression was closely associated with survival outcomes, stage, tumor recurrence, MSI, TMB and MMR-related genes. In addition, the most frequent alteration of the SOX11 genome was mutation. Our study also showed the correlations of SOX11 with the level of immune infiltration in various cancers. In summary, our findings underline the multifaceted role and prognostic value of SOX11 in pan-cancer.
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Affiliation(s)
- Qingqing Sun
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei 230001, China
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
| | - Jun Du
- Department of Pathology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
| | - Jie Dong
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
| | - Shuaikang Pan
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
| | - Hongwei Jin
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei 230001, China
| | - Xinghua Han
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei 230001, China
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
- Correspondence: (X.H.); (J.Z.)
| | - Jinguo Zhang
- Department of Medical Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
- Correspondence: (X.H.); (J.Z.)
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van der Laan L, Rooney K, Alders M, Relator R, McConkey H, Kerkhof J, Levy MA, Lauffer P, Aerden M, Theunis M, Legius E, Tedder ML, Vissers LELM, Koene S, Ruivenkamp C, Hoffer MJV, Wieczorek D, Bramswig NC, Herget T, González VL, Santos-Simarro F, Tørring PM, Denomme-Pichon AS, Isidor B, Keren B, Julia S, Schaefer E, Francannet C, Maillard PY, Misra-Isrie M, Van Esch H, Mannens MMAM, Sadikovic B, van Haelst MM, Henneman P. Episignature Mapping of TRIP12 Provides Functional Insight into Clark-Baraitser Syndrome. Int J Mol Sci 2022; 23:ijms232213664. [PMID: 36430143 PMCID: PMC9690904 DOI: 10.3390/ijms232213664] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/04/2022] [Accepted: 11/05/2022] [Indexed: 11/09/2022] Open
Abstract
Clark-Baraitser syndrome is a rare autosomal dominant intellectual disability syndrome caused by pathogenic variants in the TRIP12 (Thyroid Hormone Receptor Interactor 12) gene. TRIP12 encodes an E3 ligase in the ubiquitin pathway. The ubiquitin pathway includes activating E1, conjugating E2 and ligating E3 enzymes which regulate the breakdown and sorting of proteins. This enzymatic pathway is crucial for physiological processes. A significant proportion of TRIP12 variants are currently classified as variants of unknown significance (VUS). Episignatures have been shown to represent a powerful diagnostic tool to resolve inconclusive genetic findings for Mendelian disorders and to re-classify VUSs. Here, we show the results of DNA methylation episignature analysis in 32 individuals with pathogenic, likely pathogenic and VUS variants in TRIP12. We identified a specific and sensitive DNA methylation (DNAm) episignature associated with pathogenic TRIP12 variants, establishing its utility as a clinical biomarker for Clark-Baraitser syndrome. In addition, we performed analysis of differentially methylated regions as well as functional correlation of the TRIP12 genome-wide methylation profile with the profiles of 56 additional neurodevelopmental disorders.
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Affiliation(s)
- Liselot van der Laan
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Kathleen Rooney
- Department of Pathology and Laboratory Medicine, Western University, London, ON N5A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
| | - Mariëlle Alders
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Raissa Relator
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
| | - Haley McConkey
- Department of Pathology and Laboratory Medicine, Western University, London, ON N5A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
| | - Jennifer Kerkhof
- Department of Pathology and Laboratory Medicine, Western University, London, ON N5A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
| | - Michael A. Levy
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
| | - Peter Lauffer
- Department of Pediatric Endocrinology, Emma Children’s Hospital, Amsterdam Gastroenterology, Endocrinology & Metabolism, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
| | - Mio Aerden
- Centre for Human Genetics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Miel Theunis
- Centre for Human Genetics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Eric Legius
- Centre for Human Genetics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | | | - Lisenka E. L. M. Vissers
- Department of Human Genetics, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
| | - Saskia Koene
- Department of Clinical Genetics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Claudia Ruivenkamp
- Department of Clinical Genetics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Mariette J. V. Hoffer
- Department of Clinical Genetics, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands
| | - Dagmar Wieczorek
- Institute of Human Genetics, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany
| | - Nuria C. Bramswig
- Institute of Human Genetics, Medical Faculty, Heinrich-Heine-University, 40225 Düsseldorf, Germany
| | - Theresia Herget
- Institute of Human Genetics, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Vanesa López González
- Sección Genética Médica, Servicio de Pediatría, Hospital Clínico Universitario Virgen de la Arrixaca, IMIB-Arrixaca, CIBERER, 30120 Murcia, Spain
| | - Fernando Santos-Simarro
- Institute of Medical and Molecular Genetics (INGEMM), Hospital Universitario La Paz, IdiPAZ, CIBERER, ISCIII, 28029 Madrid, Spain
| | - Pernille M. Tørring
- Department of Clinical Genetics, Odense University Hospital, 5000 Odense, Denmark
| | - Anne-Sophie Denomme-Pichon
- UF6254 Innovation en Diagnostic Genomique des Maladies Rares, 21070 Dijon, France
- Équipe Génétique des Anomalies du Développement (GAD), CHU Dijon-Bourgogne, 21000 Dijon, France
| | - Bertrand Isidor
- Service de Génétique Médicale, CHU de Nantes, 44000 Nantes, France
| | - Boris Keren
- Department of Medical Genetics, Pitié-Salpêtrière Hospital, AP-HP, Sorbonne Université, 75013 Paris, France
| | - Sophie Julia
- Service de Génétique Clinique, CHU Toulouse, 31300 Toulouse, France
| | - Elise Schaefer
- Service de Génétique Clinique, CHU Toulouse, 31300 Toulouse, France
| | - Christine Francannet
- Service de Genetique Medicale, CHU de Clermont-Ferrand, 63000 Clermont-Ferrand, France
| | | | - Mala Misra-Isrie
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Hilde Van Esch
- Centre for Human Genetics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Marcel M. A. M. Mannens
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Bekim Sadikovic
- Department of Pathology and Laboratory Medicine, Western University, London, ON N5A 3K7, Canada
- Verspeeten Clinical Genome Centre, London Health Science Centre, London, ON N6A 5W9, Canada
- Correspondence: (B.S.); (P.H.)
| | - Mieke M. van Haelst
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Peter Henneman
- Department of Human Genetics, Amsterdam Reproduction & Development Research Institute, Amsterdam University Medical Centers, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Correspondence: (B.S.); (P.H.)
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He Y, Zhang J, Chen Z, Sun K, Wu X, Wu J, Sheng L. A seven-gene prognosis model to predict biochemical recurrence for prostate cancer based on the TCGA database. Front Surg 2022; 9:923473. [PMID: 37255653 PMCID: PMC10226533 DOI: 10.3389/fsurg.2022.923473] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 07/29/2022] [Indexed: 06/01/2023] Open
Abstract
Background The incidence rate of prostate cancer is increasing rapidly. This study aims to explore the gene-associated mechanism of prostate cancer biochemical recurrence (BCR) after radical prostatectomy and to construct a biochemical recurrence of prostate cancer prognostic model. Methods The DEseq2 R package was used for the differential expression of mRNA. The ClusterProfiler R package was used to analyze the functional enrichment of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) to explore related mechanisms. The Survival, Survminer, and My.stepwise R packages were used to construct the prognostic model to predict the biochemical recurrence-free probability. The RMS R package was used to draw the nomogram. For evaluating the prognostic model, the timeROC R package was used to draw the time-dependent ROC curve (receiver operating characteristic curve). Result To investigate the association between mRNA and prostate cancer, we performed differential expression analysis on the TCGA (The Cancer Genome Atlas) database. Seven protein-coding genes (VWA5B2, ARC, SOX11, MGAM, FOXN4, PRAME, and MMP26) were picked as independent prognostic genes by regression analysis. Based on their Cox coefficient, a risk score formula was proposed. According to the risk scores, patients were divided into high- and low-risk groups based on the median score. Kaplan-Meier plot curves showed that the low-risk group had a better biochemical recurrence-free probability compared to the high-risk group. The 1-year, 3-year, and 5-year AUCs (areas under the ROC curve) of the model were 77%, 81%, and 86%, respectively. In addition, we built a nomogram based on the result of multivariate Cox regression analysis. Furthermore, we select the GSE46602 dataset as our external validation. The 1-year, 3-year, and 5-year AUCs of BCR-free probability were 83%, 82%, and 80%, respectively. Finally, the levels of seven genes showed a difference between PRAD tissues and adjacent non-tumorous tissues. Conclusions This study shows that establishing a biochemical recurrence prediction prognostic model comprising seven protein-coding genes is an effective and precise method for predicting the progression of prostate cancer.
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Affiliation(s)
| | | | | | | | | | | | - Lu Sheng
- Correspondence: Lu Sheng Jianhong Wu
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40
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Crosstalk of Redox-Related Subtypes, Establishment of a Prognostic Model and Immune Responses in Endometrial Carcinoma. Cancers (Basel) 2022; 14:cancers14143383. [PMID: 35884444 PMCID: PMC9319597 DOI: 10.3390/cancers14143383] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/30/2022] [Accepted: 07/03/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary In order to explore the role of redox as a prognostic indicator in endometrial carcinoma (EC), we detected the expression patterns of 55 redox-related genes (RRGs) in EC cohorts from public databases. Performing consensus cluster algorithm, we determined four molecular subclusters based on RRGs which had significant differences in overall survival (OS) and immune activities of EC patients. Furthermore, we developed a prognostic risk model on the basis of the redox-related subtype by stepwise Cox regression analyses. All EC patients were divided into high-risk and low-risk groups according to the median value of risk score. Our proposed model could accurately assess the clinical outcome and had favorable independent ability in EC cases. Moreover, our signature can serve as a predictor for immune status and chemotherapy sensitivity. Abstract Redox plays a central part in the pathogeneses and development of tumors. We comprehensively determined the expression patterns of redox-related genes (RRGs) in endometrial carcinoma (EC) cohorts from public databases and identified four different RRG-related clusters. The prognosis and the characteristics of TME cell infiltration of RRGcluster C patients were worse than those of other RRG clusters. When it comes to the gene cluster, there were great differences in clinicopathology traits and immunocyte infiltration. The RRG score was calculated by Cox analyses, and an RRG-based signature was developed. The risk score performed well in the EC cohort. Samples were separated into two risk subgroups with the standard of the value of the median risk score. Low-risk patients had a better prognosis and higher immunogenicity. In addition, RRG score was closely associated with immunophenoscore, microsatellite instability, tumor mutation burden, tumor stem cell index, copy number variation and chemotherapy sensitivity. The nomogram accurately predicted the prognosis of patients, and our model showed better performance than other published models. In conclusion, we built a prognostic model of RRGs which can help to evaluate clinical outcomes and guide more effective treatment.
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Single-cell atlas of craniogenesis uncovers SOXC-dependent, highly proliferative, and myofibroblast-like osteodermal progenitors. Cell Rep 2022; 40:111045. [PMID: 35830813 PMCID: PMC9595211 DOI: 10.1016/j.celrep.2022.111045] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 05/20/2022] [Accepted: 06/14/2022] [Indexed: 11/27/2022] Open
Abstract
The mammalian skull vault is essential to shape the head and protect the brain, but the cellular and molecular events underlying its development remain incompletely understood. Single-cell transcriptomic profiling from early to late mouse embryonic stages provides a detailed atlas of cranial lineages. It distinguishes various populations of progenitors and reveals a high expression of SOXC genes (encoding the SOX4, SOX11, and SOX12 transcription factors) early in development in actively proliferating and myofibroblast-like osteodermal progenitors. SOXC inactivation in these cells causes severe skull and skin underdevelopment due to the limited expansion of cell populations before and upon lineage commitment. SOXC genes enhance the expression of gene signatures conferring dynamic cellular and molecular properties, including actin cytoskeleton assembly, chromatin remodeling, and signaling pathway induction and responsiveness. These findings shed light onto craniogenic mechanisms and SOXC functions and suggest that similar mechanisms could decisively control many developmental, adult, pathological, and regenerative processes. Angelozzi and colleagues establish a detailed transcriptomic atlas of mouse embryonic craniogenesis and use mutant mice to show that SOXC (SOX4, SOX11, and SOX12 transcription factors) critically support osteogenesis and dermogenesis by promoting the expression of dynamic cellular and molecular properties of progenitor populations. SOXC could similarly affect many other processes.
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Mustafi P, Hu M, Kumari S, Das C, Li G, Kundu T. Phosphorylation-dependent association of human chromatin protein PC4 to linker histone H1 regulates genome organization and transcription. Nucleic Acids Res 2022; 50:6116-6136. [PMID: 35670677 PMCID: PMC9226532 DOI: 10.1093/nar/gkac450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 05/08/2022] [Accepted: 05/30/2022] [Indexed: 11/16/2022] Open
Abstract
Human Positive Coactivator 4 (PC4) is a multifaceted chromatin protein involved in diverse cellular processes including genome organization, transcription regulation, replication, DNA repair and autophagy. PC4 exists as a phospho-protein in cells which impinges on its acetylation by p300 and thereby affects its transcriptional co-activator functions via double-stranded DNA binding. Despite the inhibitory effects, the abundance of phosphorylated PC4 in cells intrigued us to investigate its role in chromatin functions in a basal state of the cell. We found that casein kinase-II (CKII)-mediated phosphorylation of PC4 is critical for its interaction with linker histone H1. By employing analytical ultracentrifugation and electron microscopy imaging of in vitro reconstituted nucleosomal array, we observed that phospho-mimic (PM) PC4 displays a superior chromatin condensation potential in conjunction with linker histone H1. ATAC-sequencing further unveiled the role of PC4 phosphorylation to be critical in inducing chromatin compaction of a wide array of coding and non-coding genes in vivo. Concordantly, phospho-PC4 mediated changes in chromatin accessibility led to gene repression and affected global histone modifications. We propose that the abundance of PC4 in its phosphorylated state contributes to genome compaction contrary to its co-activator function in driving several cellular processes like gene transcription and autophagy.
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Affiliation(s)
- Pallabi Mustafi
- Transcription and Disease Laboratory, Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore 560064, India
| | - Mingli Hu
- National laboratory of Bio-macromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
| | - Sujata Kumari
- Transcription and Disease Laboratory, Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore 560064, India
| | - Chandrima Das
- Transcription and Disease Laboratory, Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore 560064, India
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata 700064, India
| | - Guohong Li
- National laboratory of Bio-macromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Science, Beijing 100101, China
| | - Tapas K Kundu
- Transcription and Disease Laboratory, Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Bangalore 560064, India
- Division of Neuroscience and Ageing Biology, CSIR-Central Drug Research Institute, Sitapur Road, Sector 10, Jankipuram Extension, Lucknow 226031, India
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Mantle cell lymphoma and the evidence of an immature lymphoid component. Leuk Res 2022; 115:106824. [DOI: 10.1016/j.leukres.2022.106824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/24/2022] [Accepted: 03/07/2022] [Indexed: 11/20/2022]
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Rengaraj D, Cha DG, Lee HJ, Lee KY, Choi YH, Jung KM, Kim YM, Choi HJ, Choi HJ, Yoo E, Woo SJ, Park JS, Park KJ, Kim JK, Han JY. Dissecting chicken germ cell dynamics by combining a germ cell tracing transgenic chicken model with single-cell RNA sequencing. Comput Struct Biotechnol J 2022; 20:1654-1669. [PMID: 35465157 PMCID: PMC9010679 DOI: 10.1016/j.csbj.2022.03.040] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 02/02/2023] Open
Abstract
Avian germ cells can be distinguished by certain characteristics during development. On the basis of these characteristics, germ cells can be used for germline transmission. However, the dynamic transcriptional landscape of avian germ cells during development is unknown. Here, we used a novel germ-cell-tracing method to monitor and isolate chicken germ cells at different stages of development. We targeted the deleted in azoospermia like (DAZL) gene, a germ-cell-specific marker, to integrate a green fluorescent protein (GFP) reporter gene without affecting endogenous DAZL expression. The resulting transgenic chickens (DAZL::GFP) were used to uncover the dynamic transcriptional landscape of avian germ cells. Single-cell RNA sequencing of 4,752 male and 13,028 female DAZL::GFP germ cells isolated from embryonic day E2.5 to 1 week post-hatch identified sex-specific developmental stages (4 stages in male and 5 stages in female) and trajectories (apoptosis and meiosis paths in female) of chicken germ cells. The male and female trajectories were characterized by a gradual acquisition of stage-specific transcription factor activities. We also identified evolutionary conserved and species-specific gene expression programs during both chicken and human germ-cell development. Collectively, these novel analyses provide mechanistic insights into chicken germ-cell development.
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Affiliation(s)
- Deivendran Rengaraj
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Dong Gon Cha
- Department of New Biology, DGIST, Daegu 42988, South Korea
| | - Hong Jo Lee
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Kyung Youn Lee
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Yoon Ha Choi
- Department of New Biology, DGIST, Daegu 42988, South Korea
- Department of Life Sciences, Pohang University of Science and Technology (POSTECH), Pohang 37673, South Korea
| | - Kyung Min Jung
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Young Min Kim
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Hee Jung Choi
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Hyeon Jeong Choi
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Eunhui Yoo
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Seung Je Woo
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Jin Se Park
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Kyung Je Park
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
| | - Jong Kyoung Kim
- Department of New Biology, DGIST, Daegu 42988, South Korea
- Department of Life Sciences, Pohang University of Science and Technology (POSTECH), Pohang 37673, South Korea
- Corresponding authors at: POSTECH, 77 Cheongam-ro, Nam-gu, Pohang-si, Gyeongsangbuk-do 37673, South Korea (J.K. Kim). Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, South Korea (J.Y. Han).
| | - Jae Yong Han
- Department of Agricultural Biotechnology, and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, South Korea
- Corresponding authors at: POSTECH, 77 Cheongam-ro, Nam-gu, Pohang-si, Gyeongsangbuk-do 37673, South Korea (J.K. Kim). Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, South Korea (J.Y. Han).
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Huang Y, Wang Y, Wu Z, Li T, Li S, Wang C, Ao J, Yang C, Zhou Y. SOX11-dependent CATSPER1 expression controls colon cancer cell growth through regulation the PI3K/AKT signaling pathway. Genes Genomics 2022; 44:1415-1424. [PMID: 35305240 DOI: 10.1007/s13258-022-01240-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 03/01/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the most common malignant tumors and the fourth leading cause of cancer death worldwide. Constitutive activation of the PI3K/AKT signaling pathway is a hallmark of colon tumor growth. CATSPER1 gene encodes a pore-forming and pH-sensing subunit of the CatSper Ca2+-permeable channel, a sperm-specific calcium channel essential for hyperactivated motility and male fertility. However, the function of CATSPER1 outside the male reproductive system is unclear. OBJECTIVE This study was designed to explore whether CatSper exerted its functional role in the progress of CRC, and investigate the possible mechanisms. METHODS Microarray data (GSE146587) from 6 patients diagnosed with stage III CRC post-surgery was analyzed by Limma R package. The Kaplan Meier plotter (KM plotter) database was used to assess the relevance of CATSPER1 mRNA expression to the overall survival (OS) rates in CRC. Western blot, real-time PCR and luciferase reporter assays were used to determine the SOX11-CATSPER1 axis in CRC cells. Clustered regularly interspaced short palindromic repeats (CRISPR)-based gene editing was used to generate CATSPER1 knockout (KO) CRC cells. The proliferation of CRC cells was determined by BrdU incorporation and colony formation assays. The effect of CATSPER1 on CRC tumor growth in vivo was investigated in a mice tumor xenograft model. RESULTS Here, we show that CATSPER1 expression was significantly up-regulated in CRC and elevated CATSPER1 was associated with poor overall survival (OS). Moreover, the transcription factor SOX11 (SRY-related high-mobility-group (HMG) box 11) activated CATSPER1 transcription in CRC cells. Functionally, we showed that CATSPER1 promoted CRC cells proliferation both in vitro and in vivo. At the molecular level, we demonstrated that CATSPER1 might maintain CRC malignant process partly through the activation of the PI3K/AKT signaling pathway. CONCLUSION Increased CATSPER1 expression facilitates CRC cells proliferation, suggesting that targeting CATSPER1 might represent a promising strategy for colon cancer treatment.
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Affiliation(s)
- Yang Huang
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Yicheng Wang
- Department of Anesthesiology, The Maternal and Child Health Hospital of Jingmen City, Jingmen, 448000, Hubei Province, China
| | - Zhongmei Wu
- Department of Nursing, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Tao Li
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Shupei Li
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Chan Wang
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Jine Ao
- Department of Pathology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China
| | - Changming Yang
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China.
| | - Yu Zhou
- Department of Anesthesiology, The First People's Hospital of Jingmen Affiliated to Hubei Minzu University, Jingmen, 448000, Hubei Province, China.
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Spina E, Simundza J, Incassati A, Chandramouli A, Kugler MC, Lin Z, Khodadadi-Jamayran A, Watson CJ, Cowin P. Gpr125 is a unifying hallmark of multiple mammary progenitors coupled to tumor latency. Nat Commun 2022; 13:1421. [PMID: 35302059 PMCID: PMC8931046 DOI: 10.1038/s41467-022-28937-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 02/16/2022] [Indexed: 12/15/2022] Open
Abstract
Gpr125 is an orphan G-protein coupled receptor, with homology to cell adhesion and axonal guidance factors, that is implicated in planar polarity and control of cell movements. By lineage tracing we demonstrate that Gpr125 is a highly specific marker of bipotent mammary stem cells in the embryo and of multiple long-lived unipotent basal mammary progenitors in perinatal and postnatal glands. Nipple-proximal Gpr125+ cells express a transcriptomic profile indicative of chemo-repulsion and cell movement, whereas Gpr125+ cells concentrated at invasive ductal tips display a hybrid epithelial-mesenchymal phenotype and are equipped to bind chemokine and growth factors and secrete a promigratory matrix. Gpr125 progenitors acquire bipotency in the context of transplantation and cancer and are greatly expanded and massed at the pushing margins of short latency MMTV-Wnt1 tumors. High Gpr125 expression identifies patients with particularly poor outcome within the basal breast cancer subtype highlighting its potential utility as a factor to stratify risk. Gpr125 has emerged as a specific marker of mammary stem cells and basal progenitors. Here they show that Gpr125 cells congregate at ductal tips during morphogenesis and amass at tumor margins, and that high Gpr125 predicts early tumor onset and poor outcome in basal breast cancer.
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Affiliation(s)
- Elena Spina
- Department of Cell Biology, New York University School of Medicine, New York, USA.
| | - Julia Simundza
- Department of Cell Biology, New York University School of Medicine, New York, USA
| | - Angela Incassati
- Department of Cell Biology, New York University School of Medicine, New York, USA
| | - Anupama Chandramouli
- Department of Cell Biology, New York University School of Medicine, New York, USA.,Department of Dermatology, New York University School of Medicine, New York, USA
| | - Matthias C Kugler
- Division of Pulmonary and Critical Care Medicine, New York University School of Medicine, New York, USA
| | - Ziyan Lin
- Department of Applied Bioinformatics, New York University School of Medicine, New York, USA
| | | | | | - Pamela Cowin
- Department of Cell Biology, New York University School of Medicine, New York, USA. .,Department of Dermatology, New York University School of Medicine, New York, USA.
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Wang J, Wang Z, Lin W, Han Q, Yan H, Yao W, Dong R, Jia D, Dong K, Li K. LINC01296 promotes neuroblastoma tumorigenesis via the NCL-SOX11 regulatory complex. Mol Ther Oncolytics 2022; 24:834-848. [PMID: 35317520 PMCID: PMC8917274 DOI: 10.1016/j.omto.2022.02.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 02/03/2022] [Indexed: 02/06/2023] Open
Abstract
Neuroblastoma (NB) is the most common extracranial solid tumor in childhood. Long non-coding RNA LINC01296 has been shown to predict the invasiveness and poor outcomes of patients with NB. Our study validated its prognostic value and investigated the biological function and potential mechanism of LINC01296 regulating NB. Results illuminated that LINC01296 expression was significantly correlated with unfavorable prognosis and malignant clinical features according to the public NB database. We identified that silencing LINC01296 repressed NB cell proliferation and migration and promoted apoptosis. Moreover, LINC01296 knockdown inhibited tumor growth in vivo. The opposite results were observed through the dCas9 Synergistic Activation Mediator System (dCas9/SAM) activating LINC01296. Mechanistically, we revealed that LINC01296 could directly bind to nucleolin (NCL), forming a complex that activated SRY-box transcription factor 11 (SOX11) gene transcription and accelerated tumor progression. In conclusion, our findings uncover a crucial role of the LINC01296-NCL-SOX11 complex in NB tumorigenesis and may serve as a prognostic biomarker and effective therapeutic target for NB.
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Affiliation(s)
- Jing Wang
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Zuopeng Wang
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Weihong Lin
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Qilei Han
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Hanlei Yan
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Wei Yao
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Rui Dong
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Deshui Jia
- Laboratory of Cancer Genomics and Biology, Department of Urology, and Institute of Translational Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China
| | - Kuiran Dong
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
| | - Kai Li
- Department of Pediatric Surgery, Children's Hospital of Fudan University, National Children's Medical Center, 399 Wanyuan Road, Shanghai 201102, China
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Klaas M, Mäemets-Allas K, Heinmäe E, Lagus H, Arak T, Eller M, Kingo K, Kankuri E, Jaks V. Olfactomedin-4 improves cutaneous wound healing by promoting skin cell proliferation and migration through POU5F1/OCT4 and ESR1 signalling cascades. Cell Mol Life Sci 2022; 79:157. [PMID: 35218417 PMCID: PMC8882121 DOI: 10.1007/s00018-022-04202-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/04/2022] [Accepted: 02/08/2022] [Indexed: 12/11/2022]
Abstract
Olfactomedin-4 (OLFM4) is an olfactomedin-domain-containing glycoprotein, which regulates cell adhesion, proliferation, gastrointestinal inflammation, innate immunity and cancer metastasis. In the present study we investigated its role in skin regeneration. We found that OLFM4 expression is transiently upregulated in the proliferative phase of cutaneous wound healing in humans as well as in mice. Moreover, a significant increase in OLFM4 expression was detected in the skin of lesional psoriasis, a chronic inflammatory disease characterized by keratinocyte hyperproliferation. In vitro experiments demonstrated that OLFM4 selectively stimulated keratinocyte proliferation and increased both keratinocyte and fibroblast migration. Using proteotranscriptomic pathway analysis we revealed that transcription factors POU5F1/OCT4 and ESR1 acted as hubs for OLFM4-induced signalling in keratinocytes. In vivo experiments utilizing mouse splinted full-thickness cutaneous wound healing model showed that application of recombinant OLFM4 protein can significantly improve wound healing efficacy. Taken together, our results suggest that OLFM4 acts as a transiently upregulated inflammatory signal that promotes wound healing by regulating both dermal and epidermal cell compartments of the skin.
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Affiliation(s)
- Mariliis Klaas
- Institute of Molecular and Cell Biology, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Kristina Mäemets-Allas
- Institute of Molecular and Cell Biology, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Elizabeth Heinmäe
- Institute of Molecular and Cell Biology, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Heli Lagus
- Department of Plastic Surgery and Wound Healing Centre, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Terje Arak
- Surgery Clinic, Tartu University Hospital, Puusepa 8, 50406, Tartu, Estonia
| | - Mart Eller
- Surgery Clinic, Tartu University Hospital, Puusepa 8, 50406, Tartu, Estonia
| | - Külli Kingo
- Dermatology Clinic, Tartu University Hospital, Raja 31, 50417, Tartu, Estonia
| | - Esko Kankuri
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Viljar Jaks
- Institute of Molecular and Cell Biology, University of Tartu, Riia 23b, 51010, Tartu, Estonia. .,Dermatology Clinic, Tartu University Hospital, Raja 31, 50417, Tartu, Estonia.
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Marqués M, Sorolla MA, Urdanibia I, Parisi E, Hidalgo I, Morales S, Salud A, Sorolla A. Are Transcription Factors Plausible Oncotargets for Triple Negative Breast Cancers? Cancers (Basel) 2022; 14:cancers14051101. [PMID: 35267409 PMCID: PMC8909618 DOI: 10.3390/cancers14051101] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 02/10/2022] [Accepted: 02/16/2022] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Triple negative breast cancer is a type of breast cancer that does not have a selective and effective therapy. It is known that this cancer possesses high abundance of certain proteins called transcription factors, which are essential for their growth. However, inhibiting transcription factors is very difficult with common therapeutics due to their inaccessibility inside the cell and their molecular structure. In this work, we identified the most important transcription factors for the growth of triple negative breast cancers, and that can predict worse clinical outcome. Moreover, we described different strategies that have been utilised to inhibit them. A successful inhibition of these transcription factors could reduce the mortality and convalescence associated with triple negative breast cancers. Abstract Breast cancer (BC) is the most diagnosed cancer worldwide and one of the main causes of cancer deaths. BC is a heterogeneous disease composed of different BC intrinsic subtypes such as triple-negative BC (TNBC), which is one of the most aggressive subtypes and which lacks a targeted therapy. Recent comprehensive analyses across cell types and cancer types have outlined a vast network of protein–protein associations between transcription factors (TFs). Not surprisingly, protein–protein networks central to oncogenesis and disease progression are highly altered during TNBC pathogenesis and are responsible for the activation of oncogenic programs, such as uncontrollable proliferation, epithelial-to-mesenchymal transition (EMT) and stemness. From the therapeutic viewpoint, inhibiting the interactions between TFs represents a very significant challenge, as the contact surfaces of TFs are relatively large and featureless. However, promising tools have emerged to offer a solution to the targeting problem. At the clinical level, some TF possess diagnostic and prognostic value in TNBC. In this review, we outline the recent advances in TFs relevant to TNBC growth and progression. Moreover, we highlight different targeting approaches to inhibit these TFs. Furthermore, the validity of such TFs as clinical biomarkers has been explored. Finally, we discuss how research is likely to evolve in the field.
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Affiliation(s)
- Marta Marqués
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
- Department of Medicine, University of Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain
| | - Maria Alba Sorolla
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
| | - Izaskun Urdanibia
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
| | - Eva Parisi
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
| | - Iván Hidalgo
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
- Department of Medicine, University of Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain
| | - Serafín Morales
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
- Department of Medical Oncology, Arnau de Vilanova University Hospital (HUAV), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain
| | - Antonieta Salud
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
- Department of Medicine, University of Lleida, Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain
- Department of Medical Oncology, Arnau de Vilanova University Hospital (HUAV), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain
| | - Anabel Sorolla
- Research Group of Cancer Biomarkers, Lleida Institute for Biomedical Research Dr. Pifarré Foundation (IRBLleida), Av. Alcalde Rovira Roure, 80, 25198 Lleida, Spain; (M.M.); (M.A.S.); (I.U.); (E.P.); (I.H.); (S.M.); (A.S.)
- Correspondence:
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50
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Tellier M. Structure, Activity, and Function of SETMAR Protein Lysine Methyltransferase. Life (Basel) 2021; 11:life11121342. [PMID: 34947873 PMCID: PMC8704517 DOI: 10.3390/life11121342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/30/2021] [Accepted: 12/01/2021] [Indexed: 12/21/2022] Open
Abstract
SETMAR is a protein lysine methyltransferase that is involved in several DNA processes, including DNA repair via the non-homologous end joining (NHEJ) pathway, regulation of gene expression, illegitimate DNA integration, and DNA decatenation. However, SETMAR is an atypical protein lysine methyltransferase since in anthropoid primates, the SET domain is fused to an inactive DNA transposase. The presence of the DNA transposase domain confers to SETMAR a DNA binding activity towards the remnants of its transposable element, which has resulted in the emergence of a gene regulatory function. Both the SET and the DNA transposase domains are involved in the different cellular roles of SETMAR, indicating the presence of novel and specific functions in anthropoid primates. In addition, SETMAR is dysregulated in different types of cancer, indicating a potential pathological role. While some light has been shed on SETMAR functions, more research and new tools are needed to better understand the cellular activities of SETMAR and to investigate the therapeutic potential of SETMAR.
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Affiliation(s)
- Michael Tellier
- Sir William Dunn School of Pathology, University of Oxford, South Parks Road, Oxford OX1 3RE, UK
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