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Iwata K, Nakabayashi K, Ishiwata K, Nakamura K, Kameno Y, Hata K, Matsuzaki H. Genome-wide DNA methylation profiles in the raphe nuclei of patients with autism spectrum disorder. Psychiatry Clin Neurosci 2025. [PMID: 40272067 DOI: 10.1111/pcn.13830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 03/26/2025] [Accepted: 04/08/2025] [Indexed: 04/25/2025]
Abstract
AIM Autism spectrum disorder (ASD) has a strong genetic basis, yet its genetic complexities remain elusive. Current research highlights environmental factors and epigenetic processes, such as DNA methylation, as crucial in ASD development. This exploratory study addresses a gap in understanding epigenetic regulation in the dorsal raphe (DR)-a region regulating multiple neurotransmitters and implicated in ASD-by examining DNA methylation profiles in postmortem ASD and control brains. METHODS We comprehensively analyzed genome-wide DNA methylation profiles in the DR brain region (seven controls and five ASD) using the Infinium HumanMethylation450 BeadChip (Illumina). Additionally, quantitative polymerase chain reaction was used to measure messenger RNA levels of differentially methylated genes in ASD (11 controls and six ASD). RESULTS We identified differentially methylated regions (DMRs) between ASD and controls. These DMRs were located among various genomic regions, including promoters, gene bodies, and intergenic regions. Notably, we found hypermethylation in genes related to olfaction (e.g. OR2C3), which is regulated by serotonin. Additionally, we observed that the hypomethylation of promoter-associated CpG islands in RABGGTB, a gene related to autophagy and synaptic function, corresponded with its increased expression. CONCLUSIONS Our findings reveal extensive DNA methylation changes in critical genomic regions, shedding light on potential mechanisms underlying ASD. The identification of RABGGTB as a novel candidate gene, not listed in the SFARI database, underscores its significance and warrants further research to explore its role in ASD diagnosis. This study enhances our understanding of the epigenetic landscape in ASD, emphasizing the interplay between genetic and environmental factors in its pathophysiology.
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Affiliation(s)
- Keiko Iwata
- Division of Development of Mental Functions, Research Center for Child Mental Development, University of Fukui, Fukui, Japan
- Department of Functional Brain Activities, United Graduate School of Child Development, Hamamatsu University School of Medicine, Osaka University, Kanazawa University, Chiba University, and University of Fukui, Osaka, Japan
- Laboratory of Pharmacology, School of Pharmaceutical Sciences, Wakayama Medical University, Wakayama, Japan
| | - Kazuhiko Nakabayashi
- Department of Maternal-Fetal Biology, National Center for Child Health and Development, Tokyo, Japan
| | - Keisuke Ishiwata
- Department of Maternal-Fetal Biology, National Center for Child Health and Development, Tokyo, Japan
| | - Kazuhiko Nakamura
- Department of Neuropsychiatry, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Yosuke Kameno
- Department of Psychiatry, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kenichiro Hata
- Department of Maternal-Fetal Biology, National Center for Child Health and Development, Tokyo, Japan
- Department of Human Molecular Genetics, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Hideo Matsuzaki
- Division of Development of Mental Functions, Research Center for Child Mental Development, University of Fukui, Fukui, Japan
- Department of Functional Brain Activities, United Graduate School of Child Development, Hamamatsu University School of Medicine, Osaka University, Kanazawa University, Chiba University, and University of Fukui, Osaka, Japan
- Life Science Innovation Center, University of Fukui, Fukui, Japan
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Zhang X, Guo Z, Li Y, Xu Y. Splicing to orchestrate cell fate. MOLECULAR THERAPY. NUCLEIC ACIDS 2025; 36:102416. [PMID: 39811494 PMCID: PMC11729663 DOI: 10.1016/j.omtn.2024.102416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Abstract
Alternative splicing (AS) plays a critical role in gene expression by generating protein diversity from single genes. This review provides an overview of the role of AS in regulating cell fate, focusing on its involvement in processes such as cell proliferation, differentiation, apoptosis, and tumorigenesis. We explore how AS influences the cell cycle, particularly its impact on key stages like G1, S, and G2/M. The review also examines AS in cell differentiation, highlighting its effects on mesenchymal stem cells and neurogenesis, and how it regulates differentiation into adipocytes, osteoblasts, and chondrocytes. Additionally, we discuss the role of AS in programmed cell death, including apoptosis and pyroptosis, and its contribution to cancer progression. Importantly, targeting aberrant splicing mechanisms presents promising therapeutic opportunities for restoring normal cellular function. By synthesizing recent findings, this review provides insights into how AS governs cellular fate and offers directions for future research into splicing regulatory networks.
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Affiliation(s)
- Xurui Zhang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an 710061, P.R. China
| | - Zhonghao Guo
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an 710061, P.R. China
| | - Yachen Li
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an 710061, P.R. China
| | - Yungang Xu
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi’an Jiaotong University Health Science Center, Xi’an 710061, P.R. China
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3
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Xie X, Macknight HP, Lu AL, Chalfant CE. RNA splicing variants of the novel long non-coding RNA, CyKILR, possess divergent biological functions in non-small cell lung cancer. MOLECULAR THERAPY. NUCLEIC ACIDS 2025; 36:102412. [PMID: 39807365 PMCID: PMC11728077 DOI: 10.1016/j.omtn.2024.102412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 12/03/2024] [Indexed: 01/16/2025]
Abstract
The CDKN2A gene, responsible for encoding the tumor suppressors p16(INK4A) and p14(ARF), is frequently inactivated in non-small cell lung cancer (NSCLC). Herein, an uncharacterized long non-coding RNA (lncRNA) (ENSG00000267053) on chromosome 19p13.12 was found to be overexpressed in NSCLC cells with an active, wild-type CDKN2A gene. This lncRNA, named cyclin-dependent kinase inhibitor 2A-regulated lncRNA (CyKILR), also correlated with an active WT STK11 gene, which encodes the tumor suppressor, liver kinase B1. CyKILR displayed two splice variants, CyKILRa (exon 3 included) and CyKILRb (exon 3 excluded), which are cooperatively regulated by CDKN2A and STK11 as knockdown of both tumor suppressor genes was required to induce a significant loss of exon 3 inclusion in mature CyKILR RNA. CyKILRa localized to the nucleus, and its downregulation using antisense RNA oligonucleotides enhanced cellular proliferation, migration, clonogenic survival, and tumor incidence. In contrast, CyKILRb localized to the cytoplasm, and its downregulation using small interfering RNA reduced cell proliferation, migration, clonogenic survival, and tumor incidence. Transcriptomics analyses revealed the enhancement of apoptotic pathways with concomitant suppression of key cell-cycle pathways by CyKILRa demonstrating its tumor-suppressive role. CyKILRb inhibited tumor suppressor miRNAs indicating an oncogenic nature. These findings elucidate the intricate roles of lncRNAs in cell signaling and tumorigenesis.
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Affiliation(s)
- Xiujie Xie
- Department of Medicine, Division of Hematology & Oncology, University of Virginia, Charlottesville, VA 22903, USA
| | - H. Patrick Macknight
- Department of Medicine, Division of Hematology & Oncology, University of Virginia, Charlottesville, VA 22903, USA
| | - Amy L. Lu
- Department of Medicine, Division of Hematology & Oncology, University of Virginia, Charlottesville, VA 22903, USA
| | - Charles E. Chalfant
- Department of Medicine, Division of Hematology & Oncology, University of Virginia, Charlottesville, VA 22903, USA
- Department of Cell Biology, University of Virginia, Charlottesville, VA 22903, USA
- Program in Cancer Biology, University of Virginia NCI Comprehensive Cancer Center, Charlottesville, VA 22903, USA
- Research Service, Richmond Veterans Administration Medical Center, Richmond, VA 23298, USA
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Tie X, Che F, Liu S, Mo L, Zhang L, Li B, Yang Y. Insights From a Novel Splicing Variant and Recurrent Arginine Variants in the CHD3 Gene Causing Snijders Blok-Campeau Syndrome. Am J Med Genet A 2025; 197:e63930. [PMID: 39542866 DOI: 10.1002/ajmg.a.63930] [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: 06/16/2024] [Revised: 10/09/2024] [Accepted: 10/25/2024] [Indexed: 11/17/2024]
Abstract
Snijders Blok-Campeau syndrome (SNIBCPS, OMIM#618205) is an autosomal dominant neurodevelopmental disorder attributed to pathogenic variants in the chromodomain helicase DNA binding protein 3 (CHD3) gene. To date, more than 100 individuals have been diagnosed with SNIBCPS. The syndrome is characterized by intellectual disability, global developmental delay, speech or language impediments, and dysmorphic features associated with macrocephaly. Additionally, affected individuals may exhibit behavioral issues, hypotonia, and autistic traits. A novel splicing variant (c.5590+1G > T) in the C-terminal 2 region of the CHD3 gene was identified in a patient predominantly exhibiting autistic characteristics. In vitro minigene splicing experiments conducted in HEK293 cells revealed that aberrant splicing resulted in the formation of a cryptic site 46 nucleotides downstream of the 5' splice site. This alteration was predicted to disrupt the reading frame by eliminating the physiological stop codon, consequently causing an extension in protein translation. Furthermore, an additional patient presenting with hypotonia, dysmorphic features, and global developmental delay was documented. This patient harbored a missense variant in the helicase C-terminal domain, c.3505C > T (p. Arg1169Trp). The pathogenic variant was anticipated to impact chromatin remodeling capacity and enzyme activity. Given the high prevalence of arginine residue pathogenic variants in the CHD3 protein and its notable propensity for binding and storing ATP molecules, intriguing insights into the potential effects of arginine residue pathogenic variants on phenotypes are provided. These findings contribute to a more comprehensive understanding of the genetic landscape of SNIBCPS while elucidating potential molecular mechanisms underlying the syndrome.
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Affiliation(s)
- Xiaoling Tie
- Department of rehabilitation, Xi'an Children's Hospital, Xi'an, China
| | - Fengyu Che
- Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Xi'an, China
| | - Siting Liu
- Department of rehabilitation, Xi'an Children's Hospital, Xi'an, China
| | - Lidangzhi Mo
- Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Xi'an, China
| | - Liyu Zhang
- Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Xi'an, China
| | - Benchang Li
- Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Xi'an, China
| | - Ying Yang
- Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Xi'an, China
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Suri P, Badalov A, Ruggiu M. Alternative Splicing as a Modulator of the Interferon-Gamma Pathway. Cancers (Basel) 2025; 17:594. [PMID: 40002189 PMCID: PMC11853465 DOI: 10.3390/cancers17040594] [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: 12/26/2024] [Revised: 01/31/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025] Open
Abstract
Interferon-gamma (IFN-γ) is a critical cytokine that plays a pivotal role in immune system regulation. It is a key mediator of both cellular defense mechanisms and antitumor immunity. As the sole member of the type II interferon family, IFN-γ modulates immune responses by activating macrophages, enhancing natural killer cell function, and regulating gene expression across multiple cellular processes. Alternative splicing is a post-transcriptional gene expression regulatory mechanism that generates multiple mature messenger RNAs from a single gene, dramatically increasing proteome diversity without the need of a proportional genome expansion. This process occurs in 90-95% of human genes, with alternative splicing events allowing for the production of diverse protein isoforms that can have distinct-or even opposing-functional properties. Alternative splicing plays a crucial role in cancer immunology, potentially generating tumor neoepitopes and modulating immune responses. However, how alternative splicing affects IFN-γ's activity is still poorly understood. This review explores how alternative splicing regulates the expression and function of both upstream regulators and downstream effectors of IFN-γ, revealing complex mechanisms of gene expression and immune response modulation. Key transcription factors and signaling molecules of the IFN-γ pathway are alternatively spliced, and alternative splicing can dramatically alter IFN-γ signaling, immune cell function, and response to environmental cues. Specific splice variants can enhance or inhibit IFN-γ-mediated immune responses, potentially influencing cancer immunotherapy, autoimmune conditions, and infectious disease outcomes. The emerging understanding of these splicing events offers promising therapeutic strategies for manipulating immune responses through targeted molecular interventions.
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Affiliation(s)
- Parul Suri
- College of Pharmacy and Health Sciences, St. John’s University, 8000 Utopia Parkway Queens, New York, NY 11439, USA;
| | - Ariana Badalov
- Laboratory of RNA Biology and Molecular Neuroscience, Department of Biological Sciences, St. John’s University, 8000 Utopia Parkway Queens, New York, NY 11439, USA;
| | - Matteo Ruggiu
- Laboratory of RNA Biology and Molecular Neuroscience, Department of Biological Sciences, St. John’s University, 8000 Utopia Parkway Queens, New York, NY 11439, USA;
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Lu J, Zhou C, Pan F, Liu H, Jiang H, Zhong H, Han B. Role of silent mutations in KRAS -mutant tumors. Chin Med J (Engl) 2025; 138:278-288. [PMID: 39654099 PMCID: PMC11771717 DOI: 10.1097/cm9.0000000000003405] [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: 05/01/2024] [Indexed: 01/29/2025] Open
Abstract
ABSTRACT Silent mutations within the RAS gene have garnered increasing attention for their potential roles in tumorigenesis and therapeutic strategies. Kirsten-RAS ( KRAS ) mutations, predominantly oncogenic, are pivotal drivers in various cancers. While extensive research has elucidated the molecular mechanisms and biological consequences of active KRAS mutations, the functional significance of silent mutations remains relatively understudied. This review synthesizes current knowledge on KRAS silent mutations, highlighting their impact on cancer development. Silent mutations, which do not alter protein sequences but can affect RNA stability and translational efficiency, pose intriguing questions regarding their contribution to tumor biology. Understanding these mutations is crucial for comprehensively unraveling KRAS -driven oncogenesis and exploring novel therapeutic avenues. Moreover, investigations into the clinical implications of silent mutations in KRAS -mutant tumors suggest potential diagnostic and therapeutic strategies. Despite being in early stages, research on KRAS silent mutations holds promise for uncovering novel insights that could inform personalized cancer treatments. In conclusion, this review underscores the evolving landscape of KRAS silent mutations, advocating for further exploration to bridge fundamental biology with clinical applications in oncology.
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Affiliation(s)
- Jun Lu
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Translational Medical Research Platform for Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Department of Bio-bank, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Chao Zhou
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Feng Pan
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Hongyu Liu
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Haohua Jiang
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Hua Zhong
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Translational Medical Research Platform for Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Baohui Han
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Translational Medical Research Platform for Thoracic Oncology, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
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7
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De Riso G, Naef V, Damiani D, Doccini S, Santorelli FM, Galatolo D. Whole Blood DNA Methylation Analysis Reveals Epigenetic Changes Associated with ARSACS. CEREBELLUM (LONDON, ENGLAND) 2025; 24:36. [PMID: 39853590 DOI: 10.1007/s12311-025-01791-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/15/2025] [Indexed: 01/30/2025]
Abstract
Autosomal recessive spastic ataxia of Charlevoix-Saguenay (ARSACS) is a rare inherited condition described worldwide and characterized by a wide spectrum of heterogeneity in terms of genotype and phenotype. How sacsin loss leads to neurodegeneration is still unclear, and current knowledge indicates that sacsin is involved in multiple functional mechanisms. We hence hypothesized the existence of epigenetic factors, in particular alterations in methylation patterns, that could contribute to ARSACS pathogenesis and explain the pleiotropic effects of SACS further than pathogenic mutations. To investigate this issue, we recruited eight patients affected by ARSACS, four characterized by early onset of the disease and four with late onset. We performed Whole Genome Bisulfite Sequencing using DNA from peripheral blood to define the methylome of patients and compared them with a control group. Our analysis showed that patients with ARSACS exhibit an altered methylation pattern and that the observed differences exist also among affected individuals with different age of onset. Our study provides valuable insights for employing epigenetic biomarkers to assess the severity and progression of this disorder and propels further investigations into the role of epigenetic processes in ARSACS pathogenesis.
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Affiliation(s)
- Giulia De Riso
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
- A.O.U. Federico II, via Sergio Pansini 5, Naples, 80131, Italy
| | - Valentina Naef
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Devid Damiani
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Stefano Doccini
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Filippo M Santorelli
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy.
| | - Daniele Galatolo
- Molecular Medicine for Neurodegenerative and Neuromuscular Diseases Unit, IRCCS Stella Maris Foundation, Pisa, Italy.
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Xia L, He Y, Sui Y, Feng X, Qian X, Liu Y, Qi Z. UBL5 and Its Role in Viral Infections. Viruses 2024; 16:1922. [PMID: 39772229 PMCID: PMC11680113 DOI: 10.3390/v16121922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/08/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025] Open
Abstract
Unlike other ubiquitin-like family members, UBL5 is structurally and functionally atypical, and a novel role in various biological processes and diseases has been discovered. UBL5 can stabilize the structure of the spliceosome, can promote post-transcriptional processing, and has been implicated in both DNA damage repair and protein unfolding reactions, as well as cellular mechanisms that are frequently exploited by viruses for their own proliferation during viral infections. In addition, UBL5 can inhibit viral infection by binding to the non-structural protein 3 of rice stripe virus and mediating its degradation. Therefore, UBL5 is an important link between viral infections and immunity, and its study will be beneficial for the prevention and treatment of viral infections in the future. However, a review of the current findings on the role of UBL5 in viral infection has not been undertaken. Therefore, in this review, we summarize the recent progress in understanding the functions of UBL5 and discuss its putative role in viral infections.
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Affiliation(s)
- Liancheng Xia
- Key Laboratory of Biosafety Defense (Naval Medical University), Ministry of Education, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (L.X.); (Y.H.); (X.Q.)
| | - Yanhua He
- Key Laboratory of Biosafety Defense (Naval Medical University), Ministry of Education, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (L.X.); (Y.H.); (X.Q.)
| | - Yifan Sui
- College of Basic Medicine, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (Y.S.); (X.F.)
| | - Xijia Feng
- College of Basic Medicine, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (Y.S.); (X.F.)
| | - Xijing Qian
- Key Laboratory of Biosafety Defense (Naval Medical University), Ministry of Education, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (L.X.); (Y.H.); (X.Q.)
| | - Yangang Liu
- Key Laboratory of Biosafety Defense (Naval Medical University), Ministry of Education, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (L.X.); (Y.H.); (X.Q.)
| | - Zhongtian Qi
- Key Laboratory of Biosafety Defense (Naval Medical University), Ministry of Education, Naval Medical University (Second Military Medical University), Shanghai 200433, China; (L.X.); (Y.H.); (X.Q.)
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Duan C, Rong S, Buerer L, Neil CR, Savatt JM, Strande NT, Fairbrother WG. One-Size-Fits-Many: Antisense oligonucleotides for rescuing splicing mutations in hotspot exons. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.07.627366. [PMID: 39677675 PMCID: PMC11643266 DOI: 10.1101/2024.12.07.627366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Mutations that impact splicing play a significant role in disease etiology but are not fully understood. To characterize the impact of exonic variants on splicing in 71 clinically-actionable disease genes in asymptomatic people, we analyzed 32,112 exonic mutations from ClinVar and Geisinger MyCode using a minigene reporter assay. We identify 1,733 splice-disrupting mutations, of which the most extreme 1-2% of variants are likely to be deleterious. We report that these variants are not distributed evenly across exons but are mostly concentrated in the ∼8% of exons that are most susceptible to splicing mutations (i.e. hotspot exons). We demonstrate that splicing defects in these exons can be reverted by ASOs targeting the splice sites of either their upstream or downstream flanking exons. This finding supports the feasibility of developing single therapeutic ASOs that could revert all splice-altering variants localized to a particular exon.
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Sahu JK, Thakur S, Subhadarsini I, Acharya N. p12 isoform-2 is a regulatory subunit of human DNA polymerase delta and is dysregulated in various cancers. FEBS Lett 2024; 598:3087-3104. [PMID: 39626050 DOI: 10.1002/1873-3468.15070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 10/29/2024] [Accepted: 10/30/2024] [Indexed: 12/24/2024]
Abstract
Dysregulation of human DNA polymerase delta (Polδ) subunits is associated with genome instability and pathological disorders. Genome databases suggest the expression of several spliced variants of subunits which may alter Polδ function. Here, we analyzed the protein-encoding variants of the Polδ subunit p12 and their association with cancer. p12 isoform-2 (p12*) encodes a 79 aa protein with a C-terminal tail distinct from the previously characterized p12. Like p12, p12* dimerizes and interacts with p125 and p50 subunits and is thus an integral component of Polδ. Further, we observed dysregulated p12* expression in low-grade glioma, renal, thyroid, and pancreatic carcinomas. This study identifies a previously unrecognized Polδ complex and highlights a possible regulatory role of p12 variants in cellular phenotypes.
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Affiliation(s)
- Jugal Kishor Sahu
- Laboratory of Genomic Instability and Diseases, Department of Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
- Regional Center of Biotechnology, Faridabad, India
| | - Shweta Thakur
- Laboratory of Genomic Instability and Diseases, Department of Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
| | - Ipsita Subhadarsini
- Laboratory of Genomic Instability and Diseases, Department of Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
- Regional Center of Biotechnology, Faridabad, India
| | - Narottam Acharya
- Laboratory of Genomic Instability and Diseases, Department of Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
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Xie X, Macknight HP, Lu AL, Chalfant CE. RNA splicing variants of the novel long non-coding RNA, CyKILR, possess divergent biological functions in non-small cell lung cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.08.602494. [PMID: 39026815 PMCID: PMC11257467 DOI: 10.1101/2024.07.08.602494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
The CDKN2A gene, responsible for encoding the tumor suppressors p16(INK4A) and p14(ARF), is frequently inactivated in non-small cell lung cancer (NSCLC). Herein, an uncharacterized long non-coding RNA (lncRNA) (ENSG00000267053) on chromosome 19p13.12 was found to be overexpressed in NSCLC cells with an active, wild-type CDKN2A gene. This lncRNA, named Cy clin-Dependent K inase I nhibitor 2A-regulated l nc R NA (CyKILR), also correlated with an active WT STK11 gene, which encodes the tumor suppressor, Liver kinase B1. CyKILR displayed two splice variants, CyKILRa (exon 3 included) and CyKILRb (exon 3 excluded), which are cooperatively regulated by CDKN2A and STK11 as knockdown of both tumor suppressor genes was required to induce a significant loss of exon 3 inclusion in mature CyKILR RNA. CyKILRa localized to the nucleus, and its downregulation using antisense RNA oligonucleotides enhanced cellular proliferation, migration, clonogenic survival, and tumor incidence. In contrast, CyKILRb localized to the cytoplasm, and its downregulation using siRNA reduced cell proliferation, migration, clonogenic survival, and tumor incidence. Transcriptomics analyses revealed enhancement of apoptotic pathways with concomitant suppression of key cell cycle pathways by CyKILRa demonstrating its tumor-suppressive role. CyKILRb inhibited tumor suppressor microRNAs indicating an oncogenic nature. These findings elucidate the intricate roles of lncRNAs in cell signaling and tumorigenesis.
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Zuo S, Shi H, Zu Y, Wang J, Zheng X, Zhang K, Dai J, Zhao Y. Reduced transcriptome analysis in zebrafish uncovers disruptors of spliceosome and ribosome biosynthesis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 952:175967. [PMID: 39226955 DOI: 10.1016/j.scitotenv.2024.175967] [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: 06/19/2024] [Revised: 08/29/2024] [Accepted: 08/30/2024] [Indexed: 09/05/2024]
Abstract
Abnormal biosynthesis of spliceosomes and ribosomes can lead to their dysfunction, which in turn disrupts protein synthesis and results in various diseases. While genetic factors have been extensively studied, our understanding of how environmental compounds interfere with spliceosome and ribosome biosynthesis remains limited. In the present study, we employed a Reduced Transcriptome Analysis (RTA) approach, integrating large-scale transcriptome data sets of zebrafish and compiling a specific zebrafish gene panel focusing on the spliceosome and ribosome, to elucidate the potential disruptors targeting their biosynthesis. Transcriptomic data sets for 118 environmental substances and 1400 related gene expression profiles were integrated resulting in 513 exposure signatures. Among these substances, several categories including PCB126, transition metals Lanthanum (La) and praseodymium (Pr), heavy metals Cd2+ and AgNO3 and atrazine were highlighted for inducing the significant transcriptional alterations. Furthermore, we found that the transcriptional patterns were distinct between categories, yet overlapping patterns were generally observed within each group. For instance, over 82 % differentially expressed ribosomal genes were shared between La and Pr within the equivalent concentration range. Additionally, transcriptional complexities were also evident across various organs and developmental stages of zebrafish, with notable differences in the inhibition of the transcription of various spliceosome subunits. Overall, our results provide novel insights into the understanding of the adverse effects of environmental compounds, thereby contributing to their environmental risk assessments.
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Affiliation(s)
- Shaoqi Zuo
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Haochun Shi
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Yao Zu
- International Research Center for Marine Biosciences, College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China.
| | - Jie Wang
- International Research Center for Marine Biosciences, College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China
| | - Xuehan Zheng
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Kun Zhang
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Jiayin Dai
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China
| | - Yanbin Zhao
- State Environmental Protection Key Laboratory of Environmental Health Impact Assessment of Emerging Contaminants, School of Environmental Science and Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China.
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13
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Hashmi MATS, Fatima H, Ahmad S, Rehman A, Safdar F. The interplay between epitranscriptomic RNA modifications and neurodegenerative disorders: Mechanistic insights and potential therapeutic strategies. IBRAIN 2024; 10:395-426. [PMID: 39691424 PMCID: PMC11649393 DOI: 10.1002/ibra.12183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 10/16/2024] [Accepted: 10/19/2024] [Indexed: 12/19/2024]
Abstract
Neurodegenerative disorders encompass a group of age-related conditions characterized by the gradual decline in both the structure and functionality of the central nervous system (CNS). RNA modifications, arising from the epitranscriptome or RNA-modifying protein mutations, have recently been observed to contribute significantly to neurodegenerative disorders. Specific modifications like N6-methyladenine (m6A), N1-methyladenine (m1A), 5-methylcytosine (m5C), pseudouridine and adenosine-to-inosine (A-to-I) play key roles, with their regulators serving as crucial therapeutic targets. These epitranscriptomic changes intricately control gene expression, influencing cellular functions and contributing to disease pathology. Dysregulation of RNA metabolism, affecting mRNA processing and noncoding RNA biogenesis, is a central factor in these diseases. This review underscores the complex relationship between RNA modifications and neurodegenerative disorders, emphasizing the influence of RNA modification and the epitranscriptome, exploring the function of RNA modification enzymes in neurodegenerative processes, investigating the functional consequences of RNA modifications within neurodegenerative pathways, and evaluating the potential therapeutic advancements derived from assessing the epitranscriptome.
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Affiliation(s)
| | | | - Sadia Ahmad
- Institute of ZoologyUniversity of PunjabLahorePakistan
| | - Amna Rehman
- Institute of ZoologyUniversity of PunjabLahorePakistan
| | - Fiza Safdar
- Department of BiochemistryUniversity of NarowalNarowalPakistan
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14
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Ibeh N, Kusuma P, Crenna Darusallam C, Malik SG, Sudoyo H, McCarthy DJ, Gallego Romero I. Profiling genetically driven alternative splicing across the Indonesian archipelago. Am J Hum Genet 2024; 111:2458-2477. [PMID: 39383868 PMCID: PMC11568790 DOI: 10.1016/j.ajhg.2024.09.004] [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: 06/12/2024] [Revised: 09/11/2024] [Accepted: 09/12/2024] [Indexed: 10/11/2024] Open
Abstract
One of the regulatory mechanisms influencing the functional capacity of genes is alternative splicing (AS). Previous studies exploring the splicing landscape of human tissues have shown that AS has contributed to human biology, especially in disease progression and the immune response. Nonetheless, this phenomenon remains poorly characterized across human populations, and it is unclear how genetic and environmental variation contribute to AS. Here, we examine a set of 115 Indonesian samples from three traditional island populations spanning the genetic ancestry cline that characterizes Island Southeast Asia. We conduct a global AS analysis between islands to ascertain the degree of functionally significant AS events and their consequences. Using an event-based statistical model, we detected over 1,500 significant differential AS events across all comparisons. Additionally, we identify over 6,000 genetic variants associated with changes in splicing (splicing quantitative trait loci [sQTLs]), some of which are driven by Papuan-like genetic ancestry, and only show partial overlap with other publicly available sQTL datasets derived from other populations. Computational predictions of RNA binding activity reveal that a fraction of these sQTLs directly modulate the binding propensity of proteins involved in the splicing regulation of immune genes. Overall, these results contribute toward elucidating the role of genetic variation in shaping gene regulation in one of the most diverse regions in the world.
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Affiliation(s)
- Neke Ibeh
- School of BioSciences, University of Melbourne, Parkville, VIC 3010, Australia; Melbourne Integrative Genomics, University of Melbourne, Parkville, VIC 3010, Australia; Bioinformatics and Cellular Genomics, St Vincents Institute of Medical Research, Fitzroy, VIC 3065, Australia; Human Genomics and Evolution, St Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Pradiptajati Kusuma
- Genome Diversity and Disease Laboratory, Mochtar Riady Institute of Nanotechnology, Tangerang 15811, Indonesia
| | - Chelzie Crenna Darusallam
- Genome Diversity and Disease Laboratory, Mochtar Riady Institute of Nanotechnology, Tangerang 15811, Indonesia
| | - Safarina G Malik
- Genome Diversity and Disease Laboratory, Mochtar Riady Institute of Nanotechnology, Tangerang 15811, Indonesia
| | - Herawati Sudoyo
- Genome Diversity and Disease Laboratory, Mochtar Riady Institute of Nanotechnology, Tangerang 15811, Indonesia
| | - Davis J McCarthy
- Melbourne Integrative Genomics, University of Melbourne, Parkville, VIC 3010, Australia; Bioinformatics and Cellular Genomics, St Vincents Institute of Medical Research, Fitzroy, VIC 3065, Australia; School of Mathematics and Statistics, Faculty of Science, University of Melbourne, Parkville, VIC 3010, Australia
| | - Irene Gallego Romero
- School of BioSciences, University of Melbourne, Parkville, VIC 3010, Australia; Melbourne Integrative Genomics, University of Melbourne, Parkville, VIC 3010, Australia; Human Genomics and Evolution, St Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia; Centre for Genomics, Evolution and Medicine, Institute of Genomics, University of Tartu, 51010 Tartu, Estonia.
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15
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Wang Y, Chen F, Qu W, Gong Y, Wang Y, Chen L, Zhou Q, Mo J, Zhang H, Lin L, Bi T, Wang X, Gu J, Li Y, Sui L. Alternative splicing in the genome of HPV and its regulation. Front Cell Infect Microbiol 2024; 14:1443868. [PMID: 39502170 PMCID: PMC11534716 DOI: 10.3389/fcimb.2024.1443868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 09/30/2024] [Indexed: 11/08/2024] Open
Abstract
Persistent infection with high-risk human papillomavirus (HR-HPV) is the main cause of cervical cancer. These chronic infections are characterized by high expression of the HPV E6 and E7 oncogenes and the absence of the L1 and L2 capsid proteins. The regulation of HPV gene expression plays a crucial role in both the viral life cycle and rare oncogenic events. Alternative splicing of HPV mRNA is a key mechanism in post-transcriptional regulation. Through alternative splicing, HPV mRNA is diversified into various splice isoforms with distinct coding potentials, encoding multiple proteins and influencing the expression of HPV genes. The spliced mRNAs derived from a donor splicing site within the E6 ORF and one of the different acceptor sites located in the early mRNA contain E6 truncated mRNAs, named E6*. E6* is one of the extensively studied splicing isoforms. However, the role of E6* proteins in cancer progression remains controversial. Here, we reviewed and compared the alternative splicing events occurring in the genomes of HR-HPV and LR-HPV. Recently, new HPV alternative splicing regulatory proteins have been continuously discovered, and we have updated the regulation of HPV alternative splicing. In addition, we summarized the functions of known splice isoforms from three aspects: anti-tumorigenic, tumorigenic, and other cancer-related functions, including not only E6*, but also E6^E7, E8^E2, and so on. Comprehending their contributions to cancer development enhances insights into the carcinogenic mechanisms of HPV and explores the potential utility of alternative splicing in the diagnosis and treatment of cervical cancer.
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Affiliation(s)
- Yaping Wang
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Fang Chen
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Wenjie Qu
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Yingxin Gong
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Yan Wang
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Limei Chen
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Qi Zhou
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Jiayin Mo
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Hongwei Zhang
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Lin Lin
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Tianyi Bi
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Xujie Wang
- Department of Obstetrics and Gynecology, Shanghai Changning Maternity and Infant Health Hospital, Shanghai, China
| | - Jiashi Gu
- Department of Obstetrics and Gynecology, Shanghai Pudong Hospital of Fudan University, Shanghai, China
| | - Yanyun Li
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
| | - Long Sui
- Department of Gynecology and Obstetrics, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, China
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16
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Tse V, Guiterrez M, Townley J, Romano J, Pearl J, Chacaltana G, Players E, Das R, Sanford JR, Stone MD. OpenASO: RNA Rescue - designing splice-modulating antisense oligonucleotides through community science. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.15.618608. [PMID: 39463988 PMCID: PMC11507933 DOI: 10.1101/2024.10.15.618608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Splice-modulating antisense oligonucleotides (ASOs) are precision RNA-based drugs that are becoming an established modality to treat human disease. Previously, we reported the discovery of ASOs that target a novel, putative intronic RNA structure to rescue splicing of multiple pathogenic variants of F8 exon 16 that cause hemophilia A. However, the conventional approach to discovering splice-modulating ASOs is both laborious and expensive. Here, we describe an alternative paradigm that integrates data-driven RNA structure prediction and community science to discover splice-modulating ASOs. Using a splicing-deficient pathogenic variant of F8 exon 16 as a model, we show that 25% of the top-scoring molecules designed in the Eterna OpenASO challenge have a statistically significant impact on enhancing exon 16 splicing. Additionally, we show that a distinct combination of ASOs designed by Eterna players can additively enhance the inclusion of the splicing-deficient exon 16 variant. Together, our data suggests that crowdsourcing designs from a community of citizen scientists may accelerate the discovery of splice-modulating ASOs with potential to treat human disease.
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Affiliation(s)
- Victor Tse
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Center for Molecular Biology of RNA, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Martin Guiterrez
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Center for Molecular Biology of RNA, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Jill Townley
- Eterna Massive Open Laboratory. Consortium authors listed in Supplemental Table 1
| | - Jonathan Romano
- Eterna Massive Open Laboratory. Consortium authors listed in Supplemental Table 1
- Howard Hughes Medical Institute, Stanford, CA 94305, USA
| | - Jennifer Pearl
- Eterna Massive Open Laboratory. Consortium authors listed in Supplemental Table 1
| | - Guillermo Chacaltana
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Center for Molecular Biology of RNA, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Eterna Players
- Eterna Massive Open Laboratory. Consortium authors listed in Supplemental Table 1
| | - Rhiju Das
- Department of Biochemistry, Stanford University, Stanford, CA 94305, USA
- Department of Physics, Stanford University, Stanford, CA 94305, USA
- Eterna Massive Open Laboratory. Consortium authors listed in Supplemental Table 1
- Howard Hughes Medical Institute, Stanford, CA 94305, USA
| | - Jeremy R. Sanford
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Center for Molecular Biology of RNA, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Michael D. Stone
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Center for Molecular Biology of RNA, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
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17
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Keefer-Jacques E, Valente N, Jacko AM, Matwijec G, Reese A, Tekriwal A, Loomes KM, Spinner NB, Gilbert MA. Investigation of cryptic JAG1 splice variants as a cause of Alagille syndrome and performance evaluation of splice predictor tools. HGG ADVANCES 2024; 5:100351. [PMID: 39244638 PMCID: PMC11440345 DOI: 10.1016/j.xhgg.2024.100351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/03/2024] [Accepted: 09/04/2024] [Indexed: 09/09/2024] Open
Abstract
Haploinsufficiency of JAG1 is the primary cause of Alagille syndrome (ALGS), a rare, multisystem disorder. The identification of JAG1 intronic variants outside of the canonical splice region as well as missense variants, both of which lead to uncertain associations with disease, confuses diagnostics. Strategies to determine whether these variants affect splicing include the study of patient RNA or minigene constructs, which are not always available or can be laborious to design, as well as the utilization of computational splice prediction tools. These tools, including SpliceAI and Pangolin, use algorithms to calculate the probability that a variant results in a splice alteration, expressed as a Δ score, with higher Δ scores (>0.2 on a 0-1 scale) positively correlated with aberrant splicing. We studied the consequence of 10 putative splice variants in ALGS patient samples through RNA analysis and compared this to SpliceAI and Pangolin predictions. We identified eight variants with aberrant splicing, seven of which had not been previously validated. Combining these data with non-canonical and missense splice variants reported in the literature, we identified a predictive threshold for SpliceAI and Pangolin with high sensitivity (Δ score >0.6). Moreover, we showed reduced specificity for variants with low Δ scores (<0.2), highlighting a limitation of these tools that results in the misidentification of true splice variants. These results improve genomic diagnostics for ALGS by confirming splice effects for seven variants and suggest that the integration of splice prediction tools with RNA analysis is important to ensure accurate clinical variant classifications.
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Affiliation(s)
- Ernest Keefer-Jacques
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Nicolette Valente
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Anastasia M Jacko
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Grace Matwijec
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Apsara Reese
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Aarna Tekriwal
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Kathleen M Loomes
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pediatrics, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Nancy B Spinner
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Melissa A Gilbert
- Division of Genomic Diagnostics, Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Division of Pediatric Gastroenterology, Hepatology, and Nutrition, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA.
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18
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Hsiao YC, Dutta A. Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2024; 21:1211-1230. [PMID: 38498762 DOI: 10.1109/tcbb.2024.3378155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
Dynamic disease pathways are a combination of complex dynamical processes among bio-molecules in a cell that leads to diseases. Network modeling of disease pathways considers disease-related bio-molecules (e.g. DNA, RNA, transcription factors, enzymes, proteins, and metabolites) and their interaction (e.g. DNA methylation, histone modification, alternative splicing, and protein modification) to study disease progression and predict therapeutic responses. These bio-molecules and their interactions are the basic elements in the study of the misregulation in the disease-related gene expression that lead to abnormal cellular responses. Gene regulatory networks, cell signaling networks, and metabolic networks are the three major types of intracellular networks for the study of the cellular responses elicited from extracellular signals. The disease-related cellular responses can be prevented or regulated by designing control strategies to manipulate these extracellular or other intracellular signals. The paper reviews the regulatory mechanisms, the dynamic models, and the control strategies for each intracellular network. The applications, limitations and the prospective for modeling and control are also discussed.
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19
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Zhang Y, Qu W, Yan R, Liu H, Zhang C, Li Z, Dong G. A reliable and quick method for screening alternative splicing variants for low-abundance genes. PLoS One 2024; 19:e0305201. [PMID: 38935635 PMCID: PMC11210779 DOI: 10.1371/journal.pone.0305201] [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: 09/05/2023] [Accepted: 05/24/2024] [Indexed: 06/29/2024] Open
Abstract
Alternative splicing (AS) is a universal phenomenon in eukaryotes, and it is still challenging to identify AS events. Several methods have been developed to identify AS events, such as expressed sequence tags (EST), microarrays and RNA-seq. However, EST has limitations in identifying low-abundance genes, while microarray and RNA-seq are high-throughput technologies, and PCR-based technology is needed for validation. To overcome the limitations of EST and shortcomings of high-throughput technologies, we established a method to identify AS events, especially for low-abundance genes, by reverse transcription (RT) PCR with gene-specific primers (GSPs) followed by nested PCR. This process includes two major steps: 1) the use of GSPs to amplify as long as the specific gene segment and 2) multiple rounds of nested PCR to screen the AS and confirm the unknown splicing variants. With this method, we successfully identified three new splicing variants, namely, GenBank Accession No. HM623886 for the bdnf gene (GenBank GeneID: 12064), GenBank Accession No. JF417977 for the trkc gene (GenBank GeneID: 18213) and GenBank Accession No. HM623888 for the glb-18 gene (GenBank GeneID: 172485). In addition to its reliability and simplicity, the method is also cost-effective and labor-intensive. In conclusion, we developed an RT-nested PCR method using gene-specific primers to efficiently identify known and novel AS variants. This approach overcomes the limitations of existing methods for detecting rare transcripts. By enabling the discovery of new isoforms, especially for low-abundance genes, this technique can aid research into aberrant splicing in disease. Future studies can apply this method to uncover AS variants involved in cancer, neurodegeneration, and other splicing-related disorders.
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Affiliation(s)
- Yanchun Zhang
- Department of Blood Transfusion Medicine, The Seventh Medical Center of PLA General Hospital, Beijing, China
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
| | - Wubin Qu
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
| | - Ruifen Yan
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
- College of Life Science, Northwest Agriculture and Forest University, Yangling, China
| | - Huqi Liu
- College of Life Science, Northwest Agriculture and Forest University, Yangling, China
| | - Chenggang Zhang
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
| | - Zhihui Li
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
| | - Guofu Dong
- Laboratory of Electromagnetic Biological Effects, Beijing Institute of Radiation and Medicine, Beijing, China
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20
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Borao S, Vega M, Boronat S, Hidalgo E, Hümmer S, Ayté J. A systematic screen identifies Saf5 as a link between splicing and transcription in fission yeast. PLoS Genet 2024; 20:e1011316. [PMID: 38833506 PMCID: PMC11178228 DOI: 10.1371/journal.pgen.1011316] [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: 01/11/2024] [Revised: 06/14/2024] [Accepted: 05/23/2024] [Indexed: 06/06/2024] Open
Abstract
Splicing is an important step of gene expression regulation in eukaryotes, as there are many mRNA precursors that can be alternatively spliced in different tissues, at different cell cycle phases or under different external stimuli. We have developed several integrated fluorescence-based in vivo splicing reporter constructs that allow the quantification of fission yeast splicing in vivo on intact cells, and we have compared their splicing efficiency in a wild type strain and in a prp2-1 (U2AF65) genetic background, showing a clear dependency between Prp2 and a consensus signal at 5' splicing site (5'SS). To isolate novel genes involved in regulated splicing, we have crossed the reporter showing more intron retention with the Schizosaccharomyces pombe knock out collection. Among the candidate genes involved in the regulation of splicing, we have detected strong splicing defects in two of the mutants -Δcwf12, a member of the NineTeen Complex (NTC) and Δsaf5, a methylosome subunit that acts together with the survival motor neuron (SMN) complex in small nuclear ribonucleoproteins (snRNP) biogenesis. We have identified that strains with mutations in cwf12 have inefficient splicing, mainly when the 5'SS differs from the consensus. However, although Δsaf5 cells also have some dependency on 5'SS sequence, we noticed that when one intron of a given pre-mRNA was affected, the rest of the introns of the same pre-mRNA had high probabilities of being also affected. This observation points Saf5 as a link between transcription rate and splicing.
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Affiliation(s)
- Sonia Borao
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - Montserrat Vega
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - Susanna Boronat
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - Elena Hidalgo
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - Stefan Hümmer
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
| | - José Ayté
- Oxidative Stress and Cell Cycle Group, Universitat Pompeu Fabra, Barcelona, Spain
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21
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Singh S, Anderson N, Chu D, Roy SW. Nematode histone H2A variant evolution reveals diverse histories of retention and loss and evidence for conserved core-like variant histone genes. PLoS One 2024; 19:e0300190. [PMID: 38814971 PMCID: PMC11139335 DOI: 10.1371/journal.pone.0300190] [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: 07/22/2022] [Accepted: 02/22/2024] [Indexed: 06/01/2024] Open
Abstract
Histone variants are paralogs that replace canonical histones in nucleosomes, often imparting novel functions. However, how histone variants arise and evolve is poorly understood. Reconstruction of histone protein evolution is challenging due to large differences in evolutionary rates across gene lineages and sites. Here we used intron position data from 108 nematode genomes in combination with amino acid sequence data to find disparate evolutionary histories of the three H2A variants found in Caenorhabditis elegans: the ancient H2A.ZHTZ-1, the sperm-specific HTAS-1, and HIS-35, which differs from the canonical S-phase H2A by a single glycine-to-alanine C-terminal change. Although the H2A.ZHTZ-1 protein sequence is highly conserved, its gene exhibits recurrent intron gain and loss. This pattern suggests that specific intron sequences or positions may not be important to H2A.Z functionality. For HTAS-1 and HIS-35, we find variant-specific intron positions that are conserved across species. Patterns of intron position conservation indicate that the sperm-specific variant HTAS-1 arose more recently in the ancestor of a subset of Caenorhabditis species, while HIS-35 arose in the ancestor of Caenorhabditis and its sister group, including the genus Diploscapter. HIS-35 exhibits gene retention in some descendent lineages but gene loss in others, suggesting that histone variant use or functionality can be highly flexible. Surprisingly, we find the single amino acid differentiating HIS-35 from core H2A is ancestral and common across canonical Caenorhabditis H2A sequences. Thus, we speculate that the role of HIS-35 lies not in encoding a functionally distinct protein, but instead in enabling H2A expression across the cell cycle or in distinct tissues. This work illustrates how genes encoding such partially-redundant functions may be advantageous yet relatively replaceable over evolutionary timescales, consistent with the patchwork pattern of retention and loss of both genes. Our study shows the utility of intron positions for reconstructing evolutionary histories of gene families, particularly those undergoing idiosyncratic sequence evolution.
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Affiliation(s)
- Swadha Singh
- Quantitative & Systems Biology, University of California, Merced, Merced, California, United States of America
| | - Noelle Anderson
- Department of Biology, San Francisco State University, San Francisco, California, United States of America
| | - Diana Chu
- Department of Biology, San Francisco State University, San Francisco, California, United States of America
| | - Scott W. Roy
- Quantitative & Systems Biology, University of California, Merced, Merced, California, United States of America
- Department of Biology, San Francisco State University, San Francisco, California, United States of America
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22
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Choi Y, Um B, Na Y, Kim J, Kim JS, Kim VN. Time-resolved profiling of RNA binding proteins throughout the mRNA life cycle. Mol Cell 2024; 84:1764-1782.e10. [PMID: 38593806 DOI: 10.1016/j.molcel.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/16/2024] [Accepted: 03/14/2024] [Indexed: 04/11/2024]
Abstract
mRNAs continually change their protein partners throughout their lifetimes, yet our understanding of mRNA-protein complex (mRNP) remodeling is limited by a lack of temporal data. Here, we present time-resolved mRNA interactome data by performing pulse metabolic labeling with photoactivatable ribonucleoside in human cells, UVA crosslinking, poly(A)+ RNA isolation, and mass spectrometry. This longitudinal approach allowed the quantification of over 700 RNA binding proteins (RBPs) across ten time points. Overall, the sequential order of mRNA binding aligns well with known functions, subcellular locations, and molecular interactions. However, we also observed RBPs with unexpected dynamics: the transcription-export (TREX) complex recruited posttranscriptionally after nuclear export factor 1 (NXF1) binding, challenging the current view of transcription-coupled mRNA export, and stress granule proteins prevalent in aged mRNPs, indicating roles in late stages of the mRNA life cycle. To systematically identify mRBPs with unknown functions, we employed machine learning to compare mRNA binding dynamics with Gene Ontology (GO) annotations. Our data can be explored at chronology.rna.snu.ac.kr.
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Affiliation(s)
- Yeon Choi
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Buyeon Um
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Yongwoo Na
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Jeesoo Kim
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Jong-Seo Kim
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea.
| | - V Narry Kim
- Center for RNA Research, Institute for Basic Science, Seoul 08826, Republic of Korea; School of Biological Sciences, Seoul National University, Seoul 08826, Republic of Korea.
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23
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Zhang F, Liu S, Qiao Z, Li L, Han Y, Sun J, Ge C, Zhu J, Li D, Yao H, Zhang H, Dai J, Yan Y, Chen Z, Yin L, Ma F. Housekeeping U1 snRNA facilitates antiviral innate immunity by promoting TRIM25-mediated RIG-I activation. Cell Rep 2024; 43:113945. [PMID: 38483900 DOI: 10.1016/j.celrep.2024.113945] [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: 10/02/2023] [Revised: 01/24/2024] [Accepted: 02/27/2024] [Indexed: 04/02/2024] Open
Abstract
U1 small nuclear RNA (snRNA) is an abundant and evolutionarily conserved 164-nucleotide RNA species that functions in pre-mRNA splicing, and it is considered to be a housekeeping non-coding RNA. However, the role of U1 snRNA in regulating host antiviral immunity remains largely unexplored. Here, we find that RNVU1-18, a U1 pseudogene, is significantly upregulated in the host infected with RNA viruses, including influenza and respiratory syncytial virus. Overexpression of U1 snRNA protects cells against RNA viruses, while knockdown of U1 snRNA leads to more viral burden in vitro and in vivo. Knockout of RNVU1-18 is sufficient to impair the type I interferon-dependent antiviral innate immunity. U1 snRNA is required to fully activate the retinoic acid-inducible gene I (RIG-I)-dependent antiviral signaling, since it interacts with tripartite motif 25 (TRIM25) and enhances the RIG-I-TRIM25 interaction to trigger K63-linked ubiquitination of RIG-I. Our study reveals the important role of housekeeping U1 snRNA in regulating host antiviral innate immunity and restricting RNA virus infection.
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Affiliation(s)
- Fan Zhang
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China; School of Pharmacy, Xi'an Jiaotong University, Xi'an 710061, China
| | - Siying Liu
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Zigang Qiao
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Liang Li
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Yu Han
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Jiya Sun
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Chenglong Ge
- Institute of Functional Nano and Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials and Devices, Collaborative Innovation Center of Suzhou Nano Science and Technology, Soochow University, Suzhou 215123, China
| | - Jingfei Zhu
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Dapei Li
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Haiping Yao
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Huiying Zhang
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China
| | - Jianfeng Dai
- Institute of Biology and Medical Sciences, Soochow University, Suzhou 215123, China
| | - Yongdong Yan
- Department of Respiratory Medicine, Children's Hospital of Soochow University, Suzhou 215025, China
| | - Zhengrong Chen
- Department of Respiratory Medicine, Children's Hospital of Soochow University, Suzhou 215025, China.
| | - Lichen Yin
- Institute of Functional Nano and Soft Materials (FUNSOM), Jiangsu Key Laboratory for Carbon-Based Functional Materials and Devices, Collaborative Innovation Center of Suzhou Nano Science and Technology, Soochow University, Suzhou 215123, China.
| | - Feng Ma
- National Key Laboratory of Immunity and Inflammation, and CAMS Key Laboratory of Synthetic Biology Regulatory Elements, Suzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Suzhou 215123, China.
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24
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Sorroche BP, Miranda KC, Beltrami CM, Arantes LMRB, Kowalski LP, Marchi FA, Rogatto SR, Almeida JD. HOXA1 3'UTR Methylation Is a Potential Prognostic Biomarker in Oral Squamous cell Carcinoma. Cancers (Basel) 2024; 16:874. [PMID: 38473236 DOI: 10.3390/cancers16050874] [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: 01/11/2024] [Revised: 02/15/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND HOXA1 is a prognostic marker and a potential predictive biomarker for radioresistance in head and neck tumors. Its overexpression has been associated with promoter methylation and a worse prognosis in oral squamous cell carcinoma (OSCC) patients. However, opposite outcomes are also described. The effect of the methylation of this gene on different gene regions, other than the promoter, remains uncertain. We investigated the methylation profile at different genomic regions of HOXA1 in OSCC and correlated differentially methylated CpG sites with clinicopathological data. METHODS The HOXA1 DNA methylation status was evaluated by analyzing data from The Cancer Genome Atlas and three Gene Expression Omnibus datasets. Significant differentially methylated CpG sites were considered with a |∆β| ≥ 0.10 and a Bonferroni-corrected p-value < 0.01. Differentially methylated CpGs were validated by pyrosequencing using two independent cohorts of 15 and 47 OSCC patients, respectively. RESULTS Compared to normal tissues, we found significantly higher DNA methylation levels in the 3'UTR region of HOXA1 in OSCC. Higher methylation levels in tumor samples were positively correlated with smoking habits and patients' overall survival. CONCLUSIONS Our findings suggest that HOXA1 gene body methylation is a promising prognostic biomarker for OSCC with potential clinical applications in patient monitoring.
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Affiliation(s)
- Bruna Pereira Sorroche
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, Brazil
| | - Keila Cristina Miranda
- Department of Biosciences and Oral Diagnosis, Institute of Science and Technology, São Paulo State University (UNESP), São José dos Campos 12224-300, Brazil
| | | | | | - Luiz Paulo Kowalski
- Head and Neck Surgery and Otorhinolaryngology Department, AC Camargo Cancer Center, Latin American Cooperative Oncology Group, São Paulo 01509-010, Brazil
- Head and Neck Surgery Department and LIM 28, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | - Fabio Albuquerque Marchi
- Center for Translational Research in Oncology, Cancer Institute of the State of São Paulo (ICESP), São Paulo 01246-000, Brazil
- Clinical Hospital of the University of Sao Paulo Medical School (HCFMUSP), São Paulo 05403-010, Brazil
| | - Silvia Regina Rogatto
- Department of Clinical Genetics, University Hospital of Southern Denmark, 7100 Vejle, Denmark
- Institute of Regional Health Research, University of Southern Denmark, 5230 Odense, Denmark
| | - Janete Dias Almeida
- Department of Biosciences and Oral Diagnosis, Institute of Science and Technology, São Paulo State University (UNESP), São José dos Campos 12224-300, Brazil
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25
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Terkelsen T, Mikkelsen NS, Bak EN, Vad-Nielsen J, Blechingberg J, Weiss S, Drue SO, Andersen H, Andresen BS, Bak RO, Jensen UB. CRISPR activation to characterize splice-altering variants in easily accessible cells. Am J Hum Genet 2024; 111:309-322. [PMID: 38272032 PMCID: PMC10870130 DOI: 10.1016/j.ajhg.2023.12.024] [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] [Revised: 12/22/2023] [Accepted: 12/27/2023] [Indexed: 01/27/2024] Open
Abstract
Genetic variants that affect mRNA splicing are a major cause of hereditary disorders, but the spliceogenicity of variants is challenging to predict. RNA diagnostics of clinically accessible tissues enable rapid functional characterization of splice-altering variants within their natural genetic context. However, this analysis cannot be offered to all individuals as one in five human disease genes are not expressed in easily accessible cell types. To overcome this problem, we have used CRISPR activation (CRISPRa) based on a dCas9-VPR mRNA-based delivery platform to induce expression of the gene of interest in skin fibroblasts from individuals with suspected monogenic disorders. Using this ex vivo splicing assay, we characterized the splicing patterns associated with germline variants in the myelin protein zero gene (MPZ), which is exclusively expressed in Schwann cells of the peripheral nerves, and the spastin gene (SPAST), which is predominantly expressed in the central nervous system. After overnight incubation, CRISPRa strongly upregulated MPZ and SPAST transcription in skin fibroblasts, which enabled splice variant profiling using reverse transcription polymerase chain reaction, next-generation sequencing, and long-read sequencing. Our investigations show proof of principle of a promising genetic diagnostic tool that involves CRISPRa to activate gene expression in easily accessible cells to study the functional impact of genetic variants. The procedure is easy to perform in a diagnostic laboratory with equipment and reagents all readily available.
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Affiliation(s)
- Thorkild Terkelsen
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark; Department of Biomedicine, Aarhus University, Aarhus, Denmark.
| | | | - Ebbe Norskov Bak
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Johan Vad-Nielsen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jenny Blechingberg
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - Simone Weiss
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Simon Opstrup Drue
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Henning Andersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Brage Storstein Andresen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Rasmus O Bak
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Uffe Birk Jensen
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark; Department of Biomedicine, Aarhus University, Aarhus, Denmark.
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26
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Puri S, Maachi H, Nair G, Russ HA, Chen R, Pulimeno P, Cutts Z, Ntranos V, Hebrok M. Sox9 regulates alternative splicing and pancreatic beta cell function. Nat Commun 2024; 15:588. [PMID: 38238288 PMCID: PMC10796970 DOI: 10.1038/s41467-023-44384-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 12/12/2023] [Indexed: 01/22/2024] Open
Abstract
Despite significant research, mechanisms underlying the failure of islet beta cells that result in type 2 diabetes (T2D) are still under investigation. Here, we report that Sox9, a transcriptional regulator of pancreas development, also functions in mature beta cells. Our results show that Sox9-depleted rodent beta cells have defective insulin secretion, and aging animals develop glucose intolerance, mimicking the progressive degeneration observed in T2D. Using genome editing in human stem cells, we show that beta cells lacking SOX9 have stunted first-phase insulin secretion. In human and rodent cells, loss of Sox9 disrupts alternative splicing and triggers accumulation of non-functional isoforms of genes with key roles in beta cell function. Sox9 depletion reduces expression of protein-coding splice variants of the serine-rich splicing factor arginine SRSF5, a major splicing enhancer that regulates alternative splicing. Our data highlight the role of SOX9 as a regulator of alternative splicing in mature beta cell function.
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Affiliation(s)
- Sapna Puri
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
- Minutia Inc., Oakland, CA, USA
| | - Hasna Maachi
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
- Center for Organoid Systems, Klinikum Rechts der Isar (MRI) and Technical University Munich, 85748, Garching, Germany
- Institute for Diabetes Organoid Technology, Helmholtz Munich, Helmholtz Diabetes Center, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Munich Institute of Biomedical Engineering (MIBE), Technical University Munich, Munich, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstrasse 1, 85764, Neuherberg, Germany
| | - Gopika Nair
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
- Eli Lilly, Indianapolis, IN, USA
| | - Holger A Russ
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
- Diabetes Institute, University of Florida, Gainesville, FL, USA
- Department of Pharmacology and Therapeutics, University of Florida, Gainesville, FL, USA
| | - Richard Chen
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
| | - Pamela Pulimeno
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
| | - Zachary Cutts
- Graduate Program in Bioinformatics, University of California, San Francisco, CA, USA
| | - Vasilis Ntranos
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA
| | - Matthias Hebrok
- Diabetes Center, Department of Medicine, University of California, San Francisco, CA, USA.
- Center for Organoid Systems, Klinikum Rechts der Isar (MRI) and Technical University Munich, 85748, Garching, Germany.
- Institute for Diabetes Organoid Technology, Helmholtz Munich, Helmholtz Diabetes Center, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.
- Munich Institute of Biomedical Engineering (MIBE), Technical University Munich, Munich, Germany.
- German Center for Diabetes Research (DZD), Ingolstaedter Landstrasse 1, 85764, Neuherberg, Germany.
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27
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Santos LGC, Parreira VDSC, da Silva EMG, Santos MDM, Fernandes ADF, Neves-Ferreira AGDC, Carvalho PC, Freitas FCDP, Passetti F. SpliceProt 2.0: A Sequence Repository of Human, Mouse, and Rat Proteoforms. Int J Mol Sci 2024; 25:1183. [PMID: 38256255 PMCID: PMC10816255 DOI: 10.3390/ijms25021183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/15/2023] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
SpliceProt 2.0 is a public proteogenomics database that aims to list the sequence of known proteins and potential new proteoforms in human, mouse, and rat proteomes. This updated repository provides an even broader range of computationally translated proteins and serves, for example, to aid with proteomic validation of splice variants absent from the reference UniProtKB/SwissProt database. We demonstrate the value of SpliceProt 2.0 to predict orthologous proteins between humans and murines based on transcript reconstruction, sequence annotation and detection at the transcriptome and proteome levels. In this release, the annotation data used in the reconstruction of transcripts based on the methodology of ternary matrices were acquired from new databases such as Ensembl, UniProt, and APPRIS. Another innovation implemented in the pipeline is the exclusion of transcripts predicted to be susceptible to degradation through the NMD pathway. Taken together, our repository and its applications represent a valuable resource for the proteogenomics community.
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Affiliation(s)
- Letícia Graziela Costa Santos
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
| | - Vinícius da Silva Coutinho Parreira
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
| | - Esdras Matheus Gomes da Silva
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
- Laboratory of Toxinology, Oswaldo Cruz Institute, Fundação Oswaldo Cruz (FIOCRUZ), Av. Brazil 4036, Campus Maré, Rio de Janeiro 21040-361, RJ, Brazil
| | - Marlon Dias Mariano Santos
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
| | - Alexander da Franca Fernandes
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
| | - Ana Gisele da Costa Neves-Ferreira
- Laboratory of Toxinology, Oswaldo Cruz Institute, Fundação Oswaldo Cruz (FIOCRUZ), Av. Brazil 4036, Campus Maré, Rio de Janeiro 21040-361, RJ, Brazil
| | - Paulo Costa Carvalho
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
| | - Flávia Cristina de Paula Freitas
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
- Departamento de Genética e Evolução, Universidade Federal de São Carlos (UFSCar), Rodovia Washington Luis, Km 235, São Carlos 13565-905, SP, Brazil
| | - Fabio Passetti
- Instituto Carlos Chagas, Fundação Oswaldo Cruz (FIOCRUZ), Rua Professor Algacyr Munhoz Mader 3775, Cidade Industrial De Curitiba, Curitiba 81310-020, PR, Brazil
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28
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Bartosch AMW, Youth EHH, Hansen S, Wu Y, Buchanan HM, Kaufman ME, Xiao H, Koo SY, Ashok A, Sivakumar S, Soni RK, Dumitrescu LC, Lam TG, Ropri AS, Lee AJ, Klein HU, Vardarajan BN, Bennett DA, Young-Pearse TL, De Jager PL, Hohman TJ, Sproul AA, Teich AF. ZCCHC17 Modulates Neuronal RNA Splicing and Supports Cognitive Resilience in Alzheimer's Disease. J Neurosci 2024; 44:e2324222023. [PMID: 38050142 PMCID: PMC10860597 DOI: 10.1523/jneurosci.2324-22.2023] [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: 12/20/2022] [Revised: 09/22/2023] [Accepted: 11/07/2023] [Indexed: 12/06/2023] Open
Abstract
ZCCHC17 is a putative master regulator of synaptic gene dysfunction in Alzheimer's disease (AD), and ZCCHC17 protein declines early in AD brain tissue, before significant gliosis or neuronal loss. Here, we investigate the function of ZCCHC17 and its role in AD pathogenesis using data from human autopsy tissue (consisting of males and females) and female human cell lines. Co-immunoprecipitation (co-IP) of ZCCHC17 followed by mass spectrometry analysis in human iPSC-derived neurons reveals that ZCCHC17's binding partners are enriched for RNA-splicing proteins. ZCCHC17 knockdown results in widespread RNA-splicing changes that significantly overlap with splicing changes found in AD brain tissue, with synaptic genes commonly affected. ZCCHC17 expression correlates with cognitive resilience in AD patients, and we uncover an APOE4-dependent negative correlation of ZCCHC17 expression with tangle burden. Furthermore, a majority of ZCCHC17 interactors also co-IP with known tau interactors, and we find a significant overlap between alternatively spliced genes in ZCCHC17 knockdown and tau overexpression neurons. These results demonstrate ZCCHC17's role in neuronal RNA processing and its interaction with pathology and cognitive resilience in AD, and suggest that the maintenance of ZCCHC17 function may be a therapeutic strategy for preserving cognitive function in the setting of AD pathology.
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Affiliation(s)
- Anne Marie W Bartosch
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Elliot H H Youth
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Shania Hansen
- Department of Neurology, Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee 37232
| | - Yiyang Wu
- Department of Neurology, Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee 37232
| | - Heather M Buchanan
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Maria E Kaufman
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Harrison Xiao
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - So Yeon Koo
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Archana Ashok
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Sharanya Sivakumar
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Rajesh K Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, New York, New York 10032
| | - Logan C Dumitrescu
- Department of Neurology, Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee 37232
| | - Tiffany G Lam
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Ali S Ropri
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Annie J Lee
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
- Department of Neurology, Center for Translational & Computational Neuroimmunology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, New York 10032
| | - Hans-Ulrich Klein
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
- Department of Neurology, Center for Translational & Computational Neuroimmunology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, New York 10032
| | - Badri N Vardarajan
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
- Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, New York 10032
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois 60612
| | - Tracy L Young-Pearse
- Department of Neurology, Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115
- Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts 02138
| | - Philip L De Jager
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
- Department of Neurology, Center for Translational & Computational Neuroimmunology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, New York 10032
| | - Timothy J Hohman
- Department of Neurology, Vanderbilt Memory & Alzheimer's Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee 37232
| | - Andrew A Sproul
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
| | - Andrew F Teich
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, New York 10032
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York 10032
- Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, New York 10032
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29
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Liu S, Yu YP, Ren BG, Ben-Yehezkel T, Obert C, Smith M, Wang W, Ostrowska A, Soto-Gutierrez A, Luo JH. Long-read single-cell sequencing reveals expressions of hypermutation clusters of isoforms in human liver cancer cells. eLife 2024; 12:RP87607. [PMID: 38206124 PMCID: PMC10945587 DOI: 10.7554/elife.87607] [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] [Indexed: 01/12/2024] Open
Abstract
The protein diversity of mammalian cells is determined by arrays of isoforms from genes. Genetic mutation is essential in species evolution and cancer development. Accurate long-read transcriptome sequencing at single-cell level is required to decipher the spectrum of protein expressions in mammalian organisms. In this report, we developed a synthetic long-read single-cell sequencing technology based on LOOPSeq technique. We applied this technology to analyze 447 transcriptomes of hepatocellular carcinoma (HCC) and benign liver from an individual. Through Uniform Manifold Approximation and Projection analysis, we identified a panel of mutation mRNA isoforms highly specific to HCC cells. The evolution pathways that led to the hyper-mutation clusters in single human leukocyte antigen molecules were identified. Novel fusion transcripts were detected. The combination of gene expressions, fusion gene transcripts, and mutation gene expressions significantly improved the classification of liver cancer cells versus benign hepatocytes. In conclusion, LOOPSeq single-cell technology may hold promise to provide a new level of precision analysis on the mammalian transcriptome.
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Affiliation(s)
- Silvia Liu
- Department of Pathology, University of PittsburghPittsburghUnited States
- High Throughput Genome Center, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
| | - Yan-Ping Yu
- Department of Pathology, University of PittsburghPittsburghUnited States
- High Throughput Genome Center, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
| | - Bao-Guo Ren
- Department of Pathology, University of PittsburghPittsburghUnited States
- High Throughput Genome Center, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
| | | | | | - Mat Smith
- Element Biosciences IncSan DiegoUnited States
| | - Wenjia Wang
- Biostatistics, University of PittsburghPittsburghUnited States
| | - Alina Ostrowska
- Department of Pathology, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
| | - Alejandro Soto-Gutierrez
- Department of Pathology, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
| | - Jian-Hua Luo
- Department of Pathology, University of PittsburghPittsburghUnited States
- High Throughput Genome Center, University of PittsburghPittsburghUnited States
- Pittsburgh Liver Research Center, University of PittsburghPittsburghUnited States
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30
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Sun K, Han Y, Li J, Yu S, Huang Y, Zhang Y, Reilly J, Tu J, Gao P, Jia D, Chen X, Hu H, Ren M, Li P, Luo J, Ren X, Zhang X, Shu X, Liu F, Liu M, Tang Z. The splicing factor DHX38 enables retinal development through safeguarding genome integrity. iScience 2023; 26:108103. [PMID: 37867960 PMCID: PMC10589891 DOI: 10.1016/j.isci.2023.108103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 09/03/2023] [Accepted: 09/27/2023] [Indexed: 10/24/2023] Open
Abstract
DEAH-Box Helicase 38 (DHX38) is a pre-mRNA splicing factor and also a disease-causing gene of autosomal recessive retinitis pigmentosa (arRP). The role of DHX38 in the development and maintenance of the retina remains largely unknown. In this study, by using the dhx38 knockout zebrafish model, we demonstrated that Dhx38 deficiency causes severe differentiation defects and apoptosis of retinal progenitor cells (RPCs) through disrupted mitosis and increased DNA damage. Furthermore, we found a significant accumulation of R-loops in the dhx38-deficient RPCs and human cell lines. Finally, we found that DNA replication stress is the prerequisite for R-loop-induced DNA damage in the DHX38 knockdown cells. Taken together, our study demonstrates a necessary role of DHX38 in the development of retina and reveals a DHX38/R-loop/replication stress/DNA damage regulatory axis that is relatively independent of the known functions of DHX38 in mitosis control.
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Affiliation(s)
- Kui Sun
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Yunqiao Han
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Jingzhen Li
- Research Center for Biochemistry and Molecular Biology, Jiangsu Key Laboratory of Brain Disease Bioinformation, Xuzhou Medical University, Xuzhou, Jiangsu 221004, P.R. China
| | - Shanshan Yu
- Institute of Visual Neuroscience and Stem Cell Engineering, College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, Hubei 430081, P.R. China
| | - Yuwen Huang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Yangjun Zhang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Jamas Reilly
- Department of Life Sciences, Glasgow Caledonian University, Glasgow, Scotland G4 0BA, UK
| | - Jiayi Tu
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Pan Gao
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Danna Jia
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Xiang Chen
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Hualei Hu
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Mengmeng Ren
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Pei Li
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Jiong Luo
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Xiang Ren
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Xianqin Zhang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Xinhua Shu
- Department of Life Sciences, Glasgow Caledonian University, Glasgow, Scotland G4 0BA, UK
| | - Fei Liu
- Institute of Hydrobiology, Chinese Academy of Science, Wuhan 430072, P.R. China
| | - Mugen Liu
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
| | - Zhaohui Tang
- Key Laboratory of Molecular Biophysics of the Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei 430074, P.R. China
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31
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Pino MG, Rich KA, Hall NJ, Jones ML, Fox A, Musier-Forsyth K, Kolb SJ. Heterogeneous splicing patterns resulting from KIF5A variants associated with amyotrophic lateral sclerosis. Hum Mol Genet 2023; 32:3166-3180. [PMID: 37593923 DOI: 10.1093/hmg/ddad134] [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: 04/24/2023] [Revised: 07/28/2023] [Accepted: 08/03/2023] [Indexed: 08/19/2023] Open
Abstract
Single-nucleotide variants (SNVs) in the gene encoding Kinesin Family Member 5A (KIF5A), a neuronal motor protein involved in anterograde transport along microtubules, have been associated with amyotrophic lateral sclerosis (ALS). ALS is a rapidly progressive and fatal neurodegenerative disease that primarily affects the motor neurons. Numerous ALS-associated KIF5A SNVs are clustered near the splice-site junctions of the penultimate exon 27 and are predicted to alter the carboxy-terminal (C-term) cargo-binding domain of KIF5A. Mis-splicing of exon 27, resulting in exon exclusion, is proposed to be the mechanism by which these SNVs cause ALS. Whether all SNVs proximal to exon 27 result in exon exclusion is unclear. To address this question, we designed an in vitro minigene splicing assay in human embryonic kidney 293 cells, which revealed heterogeneous site-specific effects on splicing: only 5' splice-site (5'ss) SNVs resulted in exon skipping. We also quantified splicing in select clustered, regularly interspaced, short palindromic repeats-edited human stem cells, differentiated to motor neurons, and in neuronal tissues from a 5'ss SNV knock-in mouse, which showed the same result. Moreover, the survival of representative 3' splice site, 5'ss, and truncated C-term variant KIF5A (v-KIF5A) motor neurons was severely reduced compared with wild-type motor neurons, and overt morphological changes were apparent. While the total KIF5A mRNA levels were comparable across the cell lines, the total KIF5A protein levels were decreased for v-KIF5A lines, suggesting an impairment of protein synthesis or stability. Thus, despite the heterogeneous effect on ribonucleic acid splicing, KIF5A SNVs similarly reduce the availability of the KIF5A protein, leading to axonal transport defects and motor neuron pathology.
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Affiliation(s)
- Megan G Pino
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
- Center for RNA Biology, The Ohio State University, Columbus, OH 43210, United States
- Department of Biological Chemistry & Pharmacology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Kelly A Rich
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Nicholas J Hall
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
- Center for RNA Biology, The Ohio State University, Columbus, OH 43210, United States
| | - Meredith L Jones
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Ashley Fox
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Karin Musier-Forsyth
- Center for RNA Biology, The Ohio State University, Columbus, OH 43210, United States
- Department of Chemistry & Biochemistry, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
| | - Stephen J Kolb
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
- Center for RNA Biology, The Ohio State University, Columbus, OH 43210, United States
- Department of Biological Chemistry & Pharmacology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, United States
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32
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Oftedal BE, Berger AH, Bruserud Ø, Goldfarb Y, Sulen A, Breivik L, Hellesen A, Ben-Dor S, Haffner-Krausz R, Knappskog PM, Johansson S, Wolff AS, Bratland E, Abramson J, Husebye ES. A partial form of AIRE deficiency underlies a mild form of autoimmune polyendocrine syndrome type 1. J Clin Invest 2023; 133:e169704. [PMID: 37909333 PMCID: PMC10617782 DOI: 10.1172/jci169704] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 08/29/2023] [Indexed: 11/03/2023] Open
Abstract
Autoimmune polyendocrine syndrome type 1 (APS-1) is caused by mutations in the autoimmune regulator (AIRE) gene. Most patients present with severe chronic mucocutaneous candidiasis and organ-specific autoimmunity from early childhood, but the clinical picture is highly variable. AIRE is crucial for negative selection of T cells, and scrutiny of different patient mutations has previously highlighted many of its molecular mechanisms. In patients with a milder adult-onset phenotype sharing a mutation in the canonical donor splice site of intron 7 (c.879+1G>A), both the predicted altered splicing pattern with loss of exon 7 (AireEx7-/-) and normal full-length AIRE mRNA were found, indicating leaky rather than abolished mRNA splicing. Analysis of a corresponding mouse model demonstrated that the AireEx7-/- mutant had dramatically impaired transcriptional capacity of tissue-specific antigens in medullary thymic epithelial cells but still retained some ability to induce gene expression compared with the complete loss-of-function AireC313X-/- mutant. Our data illustrate an association between AIRE activity and the severity of autoimmune disease, with implications for more common autoimmune diseases associated with AIRE variants, such as primary adrenal insufficiency, pernicious anemia, type 1 diabetes, and rheumatoid arthritis.
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Affiliation(s)
- Bergithe Eikeland Oftedal
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medicine and
| | - Amund Holte Berger
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Øyvind Bruserud
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medicine and
| | - Yael Goldfarb
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Andre Sulen
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
| | - Lars Breivik
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medicine and
| | - Alexander Hellesen
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
| | - Shifra Ben-Dor
- Bioinformatics Unit, Department of Life Sciences Core Facilities and
| | | | - Per M. Knappskog
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Stefan Johansson
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Anette S.B. Wolff
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medicine and
| | - Eirik Bratland
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Jakub Abramson
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Eystein Sverre Husebye
- Department of Clinical Science and KG Jebsen Center for Autoimmune Diseases, University of Bergen, Norway
- Department of Medicine and
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33
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Dong Y, Li W, Meng J, Wang P, Sun M, Zhou F, Li D, Shu J, Cai C. Pathogenicity analysis and splicing rescue of a classical splice site variant (c.1343+1G>T) of CNOT1 gene associated with neurodevelopmental disorders. Am J Med Genet A 2023; 191:2775-2782. [PMID: 37507849 DOI: 10.1002/ajmg.a.63360] [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: 03/15/2023] [Revised: 07/03/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023]
Abstract
Mutations in the CNOT1 gene lead to an incurable rare neurological disorder mainly manifested as a clinical spectrum of intellectual disability, developmental delay, seizures, and behavioral problems. In this study, we investigated a classical splice site variant of CNOT1 (c.1343+1G>T) associated with neurodevelopmental disorders, which was a master regulator, orchestrating gene expression, RNA deadenylation, and protein ubiquitination. To link CNOT1 dysfunction with the neurodevelopmental phenotype observed in a patient, in vitro minigene assay was used to verify the effect of CNOT1 gene splice site variant c.1343+1G>T on mRNA splicing. We also explored the impact of transient transfection introducing modified U1 snRNA on correcting the splicing variant. Through minigene expression in mammalian cells, we demonstrated that the variant induced complete exon 12 skipping, which explained the patient's clinical condition and provided additional genetic diagnosis evidence for the clinical significance of the variant. Moreover, we confirmed that the aberrant splice pattern could be partially corrected by the modified U1 snRNA at the mRNA level, which provided strong evidence for the therapeutic potential of modified U1 snRNA in neutralizing the hazardous effect of incorrect splicing patterns.
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Affiliation(s)
- Yan Dong
- Graduate College of Tianjin Medical University, Tianjin, China
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
| | - Weiran Li
- Graduate College of Tianjin Medical University, Tianjin, China
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
| | - Jing Meng
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
- Department of Neurology, Tianjin Children's Hospital, Tianjin, China
| | - Ping Wang
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
- Tianjin Pediatric Research Institute, Tianjin, China
- Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin, China
| | - Mei Sun
- Graduate College of Tianjin Medical University, Tianjin, China
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
| | - Feiyu Zhou
- Graduate College of Tianjin Medical University, Tianjin, China
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
| | - Dong Li
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
- Department of Neurology, Tianjin Children's Hospital, Tianjin, China
| | - Jianbo Shu
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
- Tianjin Pediatric Research Institute, Tianjin, China
- Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin, China
| | - Chunquan Cai
- Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin, China
- Tianjin Pediatric Research Institute, Tianjin, China
- Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin, China
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34
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Wang M, Liang AM, Zhou ZZ, Pang TL, Fan YJ, Xu YZ. Deletions of singular U1 snRNA gene significantly interfere with transcription and 3'-end mRNA formation. PLoS Genet 2023; 19:e1011021. [PMID: 37917726 PMCID: PMC10645366 DOI: 10.1371/journal.pgen.1011021] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 11/14/2023] [Accepted: 10/17/2023] [Indexed: 11/04/2023] Open
Abstract
Small nuclear RNAs (snRNAs) are structural and functional cores of the spliceosome. In metazoan genomes, each snRNA has multiple copies/variants, up to hundreds in mammals. However, the expressions and functions of each copy/variant in one organism have not been systematically studied. Focus on U1 snRNA genes, we investigated all five copies in Drosophila melanogaster using two series of constructed strains. Analyses of transgenic flies that each have a U1 promoter-driven gfp revealed that U1:21D is the major and ubiquitously expressed copy, and the other four copies have specificities in developmental stages and tissues. Mutant strains that each have a precisely deleted copy of U1-gene exhibited various extents of defects in fly morphology or mobility, especially deletion of U1:82Eb. Interestingly, splicing was changed at limited levels in the deletion strains, while large amounts of differentially-expressed genes and alternative polyadenylation events were identified, showing preferences in the down-regulation of genes with 1-2 introns and selection of proximal sites for 3'-end polyadenylation. In vitro assays suggested that Drosophila U1 variants pulled down fewer SmD2 proteins compared to the canonical U1. This study demonstrates that all five U1-genes in Drosophila have physiological functions in development and play regulatory roles in transcription and 3'-end formation.
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Affiliation(s)
- Mei Wang
- Key Laboratory of Insect Developmental and Evolutionary Biology, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences; Shanghai, China, University of Chinese Academy of Sciences, China
- RNA Institute, State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Hubei, China
- Shanghai Institute of Biological Products, Shanghai, China
| | - An-Min Liang
- RNA Institute, State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Hubei, China
| | - Zhen-Zhen Zhou
- RNA Institute, State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Hubei, China
| | - Ting-Lin Pang
- Key Laboratory of Insect Developmental and Evolutionary Biology, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences; Shanghai, China, University of Chinese Academy of Sciences, China
| | - Yu-Jie Fan
- RNA Institute, State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Hubei, China
| | - Yong-Zhen Xu
- RNA Institute, State Key Laboratory of Virology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Hubei, China
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35
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Torre D, Francoeur NJ, Kalma Y, Gross Carmel I, Melo BS, Deikus G, Allette K, Flohr R, Fridrikh M, Vlachos K, Madrid K, Shah H, Wang YC, Sridhar SH, Smith ML, Eliyahu E, Azem F, Amir H, Mayshar Y, Marazzi I, Guccione E, Schadt E, Ben-Yosef D, Sebra R. Isoform-resolved transcriptome of the human preimplantation embryo. Nat Commun 2023; 14:6902. [PMID: 37903791 PMCID: PMC10616205 DOI: 10.1038/s41467-023-42558-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 10/15/2023] [Indexed: 11/01/2023] Open
Abstract
Human preimplantation development involves extensive remodeling of RNA expression and splicing. However, its transcriptome has been compiled using short-read sequencing data, which fails to capture most full-length mRNAs. Here, we generate an isoform-resolved transcriptome of early human development by performing long- and short-read RNA sequencing on 73 embryos spanning the zygote to blastocyst stages. We identify 110,212 unannotated isoforms transcribed from known genes, including highly conserved protein-coding loci and key developmental regulators. We further identify 17,964 isoforms from 5,239 unannotated genes, which are largely non-coding, primate-specific, and highly associated with transposable elements. These isoforms are widely supported by the integration of published multi-omics datasets, including single-cell 8CLC and blastoid studies. Alternative splicing and gene co-expression network analyses further reveal that embryonic genome activation is associated with splicing disruption and transient upregulation of gene modules. Together, these findings show that the human embryo transcriptome is far more complex than currently known, and will act as a valuable resource to empower future studies exploring development.
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Affiliation(s)
- Denis Torre
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | | | - Yael Kalma
- Fertility and IVF Institute, Tel-Aviv Sourasky Medical Center, Affiliated to Tel Aviv University, Tel Aviv, 64239, Israel
| | - Ilana Gross Carmel
- Fertility and IVF Institute, Tel-Aviv Sourasky Medical Center, Affiliated to Tel Aviv University, Tel Aviv, 64239, Israel
| | - Betsaida S Melo
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Gintaras Deikus
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Kimaada Allette
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ron Flohr
- Department of Cell and Developmental Biology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, 69978, Israel
- CORAL - Center Of Regeneration and Longevity, Tel-Aviv Sourasky Medical Center, Tel Aviv, 64239, Israel
| | - Maya Fridrikh
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | | | - Kent Madrid
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Hardik Shah
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ying-Chih Wang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Shwetha H Sridhar
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Melissa L Smith
- Department of Biochemistry and Molecular Genetics, University of Louisville, Louisville, KY, 40202, USA
| | - Efrat Eliyahu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Foad Azem
- Fertility and IVF Institute, Tel-Aviv Sourasky Medical Center, Affiliated to Tel Aviv University, Tel Aviv, 64239, Israel
| | - Hadar Amir
- Fertility and IVF Institute, Tel-Aviv Sourasky Medical Center, Affiliated to Tel Aviv University, Tel Aviv, 64239, Israel
| | - Yoav Mayshar
- Department of Molecular Cell Biology, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Ivan Marazzi
- Department of Biological Chemistry, Center for Epigenetics and Metabolism, University of California, Irvine, CA, 92697, USA
| | - Ernesto Guccione
- Center for OncoGenomics and Innovative Therapeutics (COGIT); Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Eric Schadt
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Dalit Ben-Yosef
- Fertility and IVF Institute, Tel-Aviv Sourasky Medical Center, Affiliated to Tel Aviv University, Tel Aviv, 64239, Israel.
- Department of Cell and Developmental Biology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, 69978, Israel.
- CORAL - Center Of Regeneration and Longevity, Tel-Aviv Sourasky Medical Center, Tel Aviv, 64239, Israel.
| | - Robert Sebra
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
- Center for Advanced Genomics Technology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
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36
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Kumari P, Sarovar Bhavesh N. Birth and death view of DNA, RNA, and proteins. Gene 2023; 883:147672. [PMID: 37506987 DOI: 10.1016/j.gene.2023.147672] [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: 04/20/2023] [Revised: 06/26/2023] [Accepted: 07/25/2023] [Indexed: 07/30/2023]
Abstract
The potential of cells to guide their genome and configure genes to express at a given time and in response to specific stimuli is pivotal to regulate cellular processes such as tissue differentiation, organogenesis, organismal development, homeostasis, and disease. In this review, we focus on the diverse mechanisms involved in DNA replication and its degradation, mRNA synthesis, and associated regulation such as RNA capping, splicing, tailing, and export. mRNA turnover including Decapping, deadenylation, RNA interference, and Nonsense mediated mRNA decay followed by protein translation, post-translational modification, and protein turnover. We highlight recent advances in understanding the complex series of molecular mechanisms responsible for the remarkable cellular regulatory mechanisms.
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Affiliation(s)
- Pooja Kumari
- Amity Institute of Biotechnology, Amity University Jharkhand, Ranchi, Jharkhand 834001, India.
| | - Neel Sarovar Bhavesh
- International Centre for Genetic Engineering and Biotechnology (ICGEB), Aruna Asaf Ali Marg, New Delhi 110067, India.
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37
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Song X, Li X, Ge Y, Song J, Wei Q, He M, Wei M, Zhang Y, Chen T, Zhao L. Alternative splicing events and function in the tumor microenvironment: New opportunities and challenges. Int Immunopharmacol 2023; 123:110718. [PMID: 37597404 DOI: 10.1016/j.intimp.2023.110718] [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: 05/16/2023] [Revised: 07/25/2023] [Accepted: 07/25/2023] [Indexed: 08/21/2023]
Abstract
Alternative splicing controls gene expression at the transcriptional level, producing structurally and functionally distinct protein heterodimers. Aberrant alternative splicing greatly affects cell development and plays an important role in the invasion and metastasis of many types of cancer. Recently, it has been shown that alternative splicing can alter the tumor microenvironment and regulate processes such as remodeling, immunity, and inflammation in the tumor microenvironment. However, there is no comprehensive literature review of the complex relationship between alternative splicing and the tumor microenvironment. Therefore, this review aims to collect all the latest data on this topic and provide a new perspective on the therapeutic and potential prognostic markers of cancer.
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Affiliation(s)
- Xueyi Song
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Xuehao Li
- Department of thoracic surgery, The First Affiliated Hospital of China Medical University, Shenyang, China.
| | - Yuexin Ge
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Jia Song
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Qian Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Miao He
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
| | - Yining Zhang
- Department of Gastroenterology, the First Affiliated Hospital of China Medical University, Shenyang, China.
| | - Tianbao Chen
- Natural Drug Discovery Group, School of Pharmacy, Queen's University Belfast, Belfast BT9 7BL, Northern Ireland.
| | - Lin Zhao
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, PR China; Liaoning Key Laboratory of molecular targeted anti-tumor drug development and evaluation, China Medical University, Shenyang 110122, PR China.
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38
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Haddad-Mashadrizeh A, Mirahmadi M, Taghavizadeh Yazdi ME, Gholampour-Faroji N, Bahrami A, Zomorodipour A, Moghadam Matin M, Qayoomian M, Saebnia N. Introns and Their Therapeutic Applications in Biomedical Researches. IRANIAN JOURNAL OF BIOTECHNOLOGY 2023; 21:e3316. [PMID: 38269198 PMCID: PMC10804063 DOI: 10.30498/ijb.2023.334488.3316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 03/23/2023] [Indexed: 01/26/2024]
Abstract
Context Although for a long time, it was thought that intervening sequences (introns) were junk DNA without any function, their critical roles and the underlying molecular mechanisms in genome regulation have only recently come to light. Introns not only carry information for splicing, but they also play many supportive roles in gene regulation at different levels. They are supposed to function as useful tools in various biological processes, particularly in the diagnosis and treatment of diseases. Introns can contribute to numerous biological processes, including gene silencing, gene imprinting, transcription, mRNA metabolism, mRNA nuclear export, mRNA localization, mRNA surveillance, RNA editing, NMD, translation, protein stability, ribosome biogenesis, cell growth, embryonic development, apoptosis, molecular evolution, genome expansion, and proteome diversity through various mechanisms. Evidence Acquisition In order to fulfill the objectives of this study, the following databases were searched: Medline, Scopus, Web of Science, EBSCO, Open Access Journals, and Google Scholar. Only articles published in English were included. Results & Conclusions The intervening sequences of eukaryotic genes have critical functions in genome regulation, as well as in molecular evolution. Here, we summarize recent advances in our understanding of how introns influence genome regulation, as well as their effects on molecular evolution. Moreover, therapeutic strategies based on intron sequences are discussed. According to the obtained results, a thorough understanding of intron functional mechanisms could lead to new opportunities in disease diagnosis and therapies, as well as in biotechnology applications.
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Affiliation(s)
- Aliakbar Haddad-Mashadrizeh
- Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mahdi Mirahmadi
- Stem Cell and Regenerative Medicine Research Group, Iranian Academic Center for Education, Culture and Research (ACECR), Khorasan Razavi Branch, Mashhad, Iran
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Nazanin Gholampour-Faroji
- Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Ahmadreza Bahrami
- Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | | | - Maryam Moghadam Matin
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Mohsen Qayoomian
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Neda Saebnia
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
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Liu S, Yu YP, Ren BG, Ben-Yehezkel T, Obert C, Smith M, Wang W, Ostrowska A, Soto-Gutierrez A, Luo JH. Long-read single-cell sequencing reveals expressions of hypermutation clusters of isoforms in human liver cancer cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.16.532991. [PMID: 36993628 PMCID: PMC10055174 DOI: 10.1101/2023.03.16.532991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
The protein diversity of mammalian cells is determined by arrays of isoforms from genes. Genetic mutation is essential in species evolution and cancer development. Accurate Long-read transcriptome sequencing at single-cell level is required to decipher the spectrum of protein expressions in mammalian organisms. In this report, we developed a synthetic long-read single-cell sequencing technology based on LOOPseq technique. We applied this technology to analyze 447 transcriptomes of hepatocellular carcinoma (HCC) and benign liver from an individual. Through Uniform Manifold Approximation and Projection (UMAP) analysis, we identified a panel of mutation mRNA isoforms highly specific to HCC cells. The evolution pathways that led to the hyper-mutation clusters in single human leukocyte antigen (HLA) molecules were identified. Novel fusion transcripts were detected. The combination of gene expressions, fusion gene transcripts, and mutation gene expressions significantly improved the classification of liver cancer cells versus benign hepatocytes. In conclusion, LOOPseq single-cell technology may hold promise to provide a new level of precision analysis on the mammalian transcriptome.
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Affiliation(s)
- Silvia Liu
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- High Throughput Genome Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Yan-Ping Yu
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- High Throughput Genome Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Bao-Guo Ren
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- High Throughput Genome Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Tuval Ben-Yehezkel
- Element Biosciences, Inc, 10055 Barnes Canyon Road, Suite 100, San Diego, CA 92121
| | - Caroline Obert
- Element Biosciences, Inc, 10055 Barnes Canyon Road, Suite 100, San Diego, CA 92121
| | - Mat Smith
- Element Biosciences, Inc, 10055 Barnes Canyon Road, Suite 100, San Diego, CA 92121
| | - Wenjia Wang
- Biostatistics, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Alina Ostrowska
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Alejandro Soto-Gutierrez
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
| | - Jian-Hua Luo
- Department of Pathology, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- High Throughput Genome Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
- Pittsburgh Liver Research Center, University of Pittsburgh, 3550 Terrace Street, Pittsburgh, PA 15261
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Ray M, Conard AM, Urban J, Mahableshwarkar P, Aguilera J, Huang A, Vaidyanathan S, Larschan E. Sex-specific splicing occurs genome-wide during early Drosophila embryogenesis. eLife 2023; 12:e87865. [PMID: 37466240 PMCID: PMC10400075 DOI: 10.7554/elife.87865] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 07/11/2023] [Indexed: 07/20/2023] Open
Abstract
Sex-specific splicing is an essential process that regulates sex determination and drives sexual dimorphism. Yet, how early in development widespread sex-specific transcript diversity occurs was unknown because it had yet to be studied at the genome-wide level. We use the powerful Drosophila model to show that widespread sex-specific transcript diversity occurs early in development, concurrent with zygotic genome activation. We also present a new pipeline called time2Splice to quantify changes in alternative splicing over time. Furthermore, we determine that one of the consequences of losing an essential maternally deposited pioneer factor called CLAMP (chromatin-linked adapter for MSL proteins) is altered sex-specific splicing of genes involved in diverse biological processes that drive development. Overall, we show that sex-specific differences in transcript diversity exist even at the earliest stages of development..
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Affiliation(s)
- Mukulika Ray
- MCB department, Brown UniversityProvidenceUnited States
| | | | - Jennifer Urban
- Biology department, Johns Hopkins UniversityBaltimoreUnited States
| | - Pranav Mahableshwarkar
- MCB department, Brown UniversityProvidenceUnited States
- CCMB department, Brown UniversityProvidenceUnited States
| | | | - Annie Huang
- MCB department, Brown UniversityProvidenceUnited States
| | - Smriti Vaidyanathan
- MCB department, Brown UniversityProvidenceUnited States
- CCMB department, Brown UniversityProvidenceUnited States
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41
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Brand CM, Colbran LL, Capra JA. Resurrecting the alternative splicing landscape of archaic hominins using machine learning. Nat Ecol Evol 2023; 7:939-953. [PMID: 37142741 PMCID: PMC11440953 DOI: 10.1038/s41559-023-02053-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 03/29/2023] [Indexed: 05/06/2023]
Abstract
Alternative splicing contributes to adaptation and divergence in many species. However, it has not been possible to directly compare splicing between modern and archaic hominins. Here, we unmask the recent evolution of this previously unobservable regulatory mechanism by applying SpliceAI, a machine-learning algorithm that identifies splice-altering variants (SAVs), to high-coverage genomes from three Neanderthals and a Denisovan. We discover 5,950 putative archaic SAVs, of which 2,186 are archaic-specific and 3,607 also occur in modern humans via introgression (244) or shared ancestry (3,520). Archaic-specific SAVs are enriched in genes that contribute to traits potentially relevant to hominin phenotypic divergence, such as the epidermis, respiration and spinal rigidity. Compared to shared SAVs, archaic-specific SAVs occur in sites under weaker selection and are more common in genes with tissue-specific expression. Further underscoring the importance of negative selection on SAVs, Neanderthal lineages with low effective population sizes are enriched for SAVs compared to Denisovan and shared SAVs. Finally, we find that nearly all introgressed SAVs in humans were shared across the three Neanderthals, suggesting that older SAVs were more tolerated in human genomes. Our results reveal the splicing landscape of archaic hominins and identify potential contributions of splicing to phenotypic differences among hominins.
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Affiliation(s)
- Colin M Brand
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Laura L Colbran
- Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - John A Capra
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA.
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
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Rong S, Neil CR, Welch A, Duan C, Maguire S, Meremikwu IC, Meyerson M, Evans BJ, Fairbrother WG. Large-scale functional screen identifies genetic variants with splicing effects in modern and archaic humans. Proc Natl Acad Sci U S A 2023; 120:e2218308120. [PMID: 37192163 PMCID: PMC10214146 DOI: 10.1073/pnas.2218308120] [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: 11/07/2022] [Accepted: 04/12/2023] [Indexed: 05/18/2023] Open
Abstract
Humans coexisted and interbred with other hominins which later became extinct. These archaic hominins are known to us only through fossil records and for two cases, genome sequences. Here, we engineer Neanderthal and Denisovan sequences into thousands of artificial genes to reconstruct the pre-mRNA processing patterns of these extinct populations. Of the 5,169 alleles tested in this massively parallel splicing reporter assay (MaPSy), we report 962 exonic splicing mutations that correspond to differences in exon recognition between extant and extinct hominins. Using MaPSy splicing variants, predicted splicing variants, and splicing quantitative trait loci, we show that splice-disrupting variants experienced greater purifying selection in anatomically modern humans than that in Neanderthals. Adaptively introgressed variants were enriched for moderate-effect splicing variants, consistent with positive selection for alternative spliced alleles following introgression. As particularly compelling examples, we characterized a unique tissue-specific alternative splicing variant at the adaptively introgressed innate immunity gene TLR1, as well as a unique Neanderthal introgressed alternative splicing variant in the gene HSPG2 that encodes perlecan. We further identified potentially pathogenic splicing variants found only in Neanderthals and Denisovans in genes related to sperm maturation and immunity. Finally, we found splicing variants that may contribute to variation among modern humans in total bilirubin, balding, hemoglobin levels, and lung capacity. Our findings provide unique insights into natural selection acting on splicing in human evolution and demonstrate how functional assays can be used to identify candidate causal variants underlying differences in gene regulation and phenotype.
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Affiliation(s)
- Stephen Rong
- Center for Computational Molecular Biology, Brown University, Providence, RI02912
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Christopher R. Neil
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Anastasia Welch
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Chaorui Duan
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Samantha Maguire
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Ijeoma C. Meremikwu
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Malcolm Meyerson
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
| | - Ben J. Evans
- Department of Biology, McMaster University, Hamilton, ONL8S 4K1, Canada
| | - William G. Fairbrother
- Center for Computational Molecular Biology, Brown University, Providence, RI02912
- Department of Molecular Biology, Cell Biology, and Biochemistry, Brown University, Providence, RI02912
- Hassenfeld Child Health Innovation Institute of Brown University, Providence, RI02912
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Boisson M, Arrondel C, Cagnard N, Morinière V, Arkoub ZA, Saei H, Heidet L, Kachmar J, Hummel A, Knebelmann B, Bonnet-Dupeyron MN, Isidor B, Izzedine H, Legrand E, Couarch P, Gribouval O, Bole-Feysot C, Parisot M, Nitschké P, Antignac C, Dorval G. A wave of deep intronic mutations in X-linked Alport Syndrome. Kidney Int 2023:S0085-2538(23)00376-9. [PMID: 37230224 DOI: 10.1016/j.kint.2023.05.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 03/23/2023] [Accepted: 05/04/2023] [Indexed: 05/27/2023]
Abstract
X-linked Alport syndrome (XLAS) is an inherited kidney disease caused exclusively by pathogenic variants in the COL4A5 gene. In 10-20% of cases, DNA sequencing of COL4A5 exons or flanking regions cannot identify molecular causes. Here, our objective was to use a transcriptomic approach to identify causative events in a group of 19 patients with XLAS without identified mutation by Alport gene panel sequencing. Bulk RNAseq and/or targeted RNAseq using a capture panel of kidney genes was performed. Alternative splicing events were compared to those of 15 controls by a developed bioinformatic score. When using targeted RNAseq, COL4A5 coverage was found to be 23-fold higher than with bulk RNASeq and revealed 30 significant alternative splicing events in 17 of the 19 patients. After computational scoring, a pathogenic transcript was found in all patients. A causative variant affecting COL4A5 splicing and absent in the general population was identified in all cases. Altogether, we developed a simple and robust method for identification of aberrant transcripts due to pathogenic deep-intronic COL4A5 variants. Thus, these variants, potentially targetable by specific antisense oligonucleotide therapies, were found in a high percentage of patients with XLAS in whom pathogenic variants were missed by conventional DNA sequencing.
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Affiliation(s)
- Marie Boisson
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France; Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Christelle Arrondel
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France
| | - Nicolas Cagnard
- Plateforme Bio-informatique, Inserm UMR 1163, Institut Imagine, Université de Paris, Paris, France
| | - Vincent Morinière
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Zaïna Aït Arkoub
- Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Hassan Saei
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France
| | - Laurence Heidet
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France; Service de néphrologie pédiatrique Centre de Référence MARHEA, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Jessica Kachmar
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France
| | - Aurélie Hummel
- Service de néphrologie adulte, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Bertrand Knebelmann
- Service de néphrologie adulte, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | | | - Bertrand Isidor
- Service de génétique médicale, CHU de Nantes, Nantes, France
| | - Hassane Izzedine
- Department of Nephrology, Peupliers Private Hospital, Ramsay Générale de Santé, Paris, France
| | - Eric Legrand
- Service de Néphrologie, Centre Hospitalier Ardèche Nord, Annonay, France
| | - Philippe Couarch
- Plateforme de Ressources Biologiques de l'hôpital Necker-Enfants Malades, Inserm UMR 1163, Institut Imagine, Université de Paris-Cité, Paris, France
| | - Olivier Gribouval
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France
| | - Christine Bole-Feysot
- Plateforme de Génomique, Institut Imagine-Structure Fédérative de Recherche Necker, INSERM U1163 et INSERM US24/CNRS UAR3633, Paris Descartes Sorbonne Paris Cite University, Paris, France
| | - Mélanie Parisot
- Plateforme de Génomique, Institut Imagine-Structure Fédérative de Recherche Necker, INSERM U1163 et INSERM US24/CNRS UAR3633, Paris Descartes Sorbonne Paris Cite University, Paris, France
| | - Patrick Nitschké
- Plateforme Bio-informatique, Inserm UMR 1163, Institut Imagine, Université de Paris, Paris, France
| | - Corinne Antignac
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France; Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France
| | - Guillaume Dorval
- Laboratoire des Maladies Rénales Héréditaires, Inserm UMR 1163, Institut Imagine, Université Paris Cité, Paris, France; Service de Médecine Génomique des Maladies Rares, Hôpital Necker-Enfants Malades, Assistance publique, Hôpitaux de Paris (AP-HP), Paris, France.
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Choi S, Cho N, Kim KK. The implications of alternative pre-mRNA splicing in cell signal transduction. Exp Mol Med 2023; 55:755-766. [PMID: 37009804 PMCID: PMC10167241 DOI: 10.1038/s12276-023-00981-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 01/05/2023] [Accepted: 01/27/2023] [Indexed: 04/04/2023] Open
Abstract
Cells produce multiple mRNAs through alternative splicing, which ensures proteome diversity. Because most human genes undergo alternative splicing, key components of signal transduction pathways are no exception. Cells regulate various signal transduction pathways, including those associated with cell proliferation, development, differentiation, migration, and apoptosis. Since proteins produced through alternative splicing can exhibit diverse biological functions, splicing regulatory mechanisms affect all signal transduction pathways. Studies have demonstrated that proteins generated by the selective combination of exons encoding important domains can enhance or attenuate signal transduction and can stably and precisely regulate various signal transduction pathways. However, aberrant splicing regulation via genetic mutation or abnormal expression of splicing factors negatively affects signal transduction pathways and is associated with the onset and progression of various diseases, including cancer. In this review, we describe the effects of alternative splicing regulation on major signal transduction pathways and highlight the significance of alternative splicing.
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Affiliation(s)
- Sunkyung Choi
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Namjoon Cho
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea
| | - Kee K Kim
- Department of Biochemistry, College of Natural Sciences, Chungnam National University, Daejeon, 34134, Republic of Korea.
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Bartosch AMW, Youth EHH, Hansen S, Kaufman ME, Xiao H, Koo SY, Ashok A, Sivakumar S, Soni RK, Dumitrescu LC, Lam TG, Ropri AS, Lee AJ, Klein HU, Vardarajan BN, Bennett DA, Young-Pearse TL, De Jager PL, Hohman TJ, Sproul AA, Teich AF. ZCCHC17 modulates neuronal RNA splicing and supports cognitive resilience in Alzheimer's disease. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.21.533654. [PMID: 36993746 PMCID: PMC10055234 DOI: 10.1101/2023.03.21.533654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
ZCCHC17 is a putative master regulator of synaptic gene dysfunction in Alzheimer's Disease (AD), and ZCCHC17 protein declines early in AD brain tissue, before significant gliosis or neuronal loss. Here, we investigate the function of ZCCHC17 and its role in AD pathogenesis. Co-immunoprecipitation of ZCCHC17 followed by mass spectrometry analysis in human iPSC-derived neurons reveals that ZCCHC17's binding partners are enriched for RNA splicing proteins. ZCCHC17 knockdown results in widespread RNA splicing changes that significantly overlap with splicing changes found in AD brain tissue, with synaptic genes commonly affected. ZCCHC17 expression correlates with cognitive resilience in AD patients, and we uncover an APOE4 dependent negative correlation of ZCCHC17 expression with tangle burden. Furthermore, a majority of ZCCHC17 interactors also co-IP with known tau interactors, and we find significant overlap between alternatively spliced genes in ZCCHC17 knockdown and tau overexpression neurons. These results demonstrate ZCCHC17's role in neuronal RNA processing and its interaction with pathology and cognitive resilience in AD, and suggest that maintenance of ZCCHC17 function may be a therapeutic strategy for preserving cognitive function in the setting of AD pathology.
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Affiliation(s)
- Anne Marie W. Bartosch
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Elliot H. H. Youth
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Shania Hansen
- Vanderbilt Memory & Alzheimer’s Center, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232
| | - Maria E. Kaufman
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Harrison Xiao
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - So Yeon Koo
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Archana Ashok
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Sharanya Sivakumar
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Rajesh K. Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, New York, NY 10032
| | - Logan C. Dumitrescu
- Vanderbilt Memory & Alzheimer’s Center, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232
| | - Tiffany G. Lam
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Ali S. Ropri
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Annie J. Lee
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, NY 10032
| | - Hans-Ulrich Klein
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, NY 10032
| | - Badri N. Vardarajan
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
- Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, NY 10032
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL 60612
| | - Tracy L. Young-Pearse
- Ann Romney Center for Neurologic Diseases, Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02138
| | - Philip L. De Jager
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, NY 10032
| | - Timothy J. Hohman
- Vanderbilt Memory & Alzheimer’s Center, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN 37232
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232
| | - Andrew A. Sproul
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
| | - Andrew F. Teich
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY 10032
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY 10032
- Department of Neurology, Columbia University Irving Medical Center, New York Presbyterian Hospital, New York, NY 10032
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Swirski S, May O, Ahlers M, Wissinger B, Greschner M, Jüschke C, Neidhardt J. In Vivo Efficacy and Safety Evaluations of Therapeutic Splicing Correction Using U1 snRNA in the Mouse Retina. Cells 2023; 12:cells12060955. [PMID: 36980294 PMCID: PMC10047704 DOI: 10.3390/cells12060955] [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: 01/20/2023] [Revised: 03/14/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
Efficacy and safety considerations constitute essential steps during development of in vivo gene therapies. Herein, we evaluated efficacy and safety of splice factor-based treatments to correct mutation-induced splice defects in an Opa1 mutant mouse line. We applied adeno-associated viruses to the retina. The viruses transduced retinal cells with an engineered U1 snRNA splice factor designed to correct the Opa1 splice defect. We found the treatment to be efficient in increasing wild-type Opa1 transcripts. Correspondingly, Opa1 protein levels increased significantly in treated eyes. Measurements of retinal morphology and function did not reveal therapy-related side-effects supporting the short-term safety of the treatment. Alterations of potential off-target genes were not detected. Our data suggest that treatments of splice defects applying engineered U1 snRNAs represent a promising in vivo therapeutic approach. The therapy increased wild-type Opa1 transcripts and protein levels without detectable morphological, functional or genetic side-effects in the mouse eye. The U1 snRNA-based therapy can be tailored to specific disease gene mutations, hence, raising the possibility of a wider applicability of this promising technology towards treatment of different inherited retinal diseases.
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Affiliation(s)
- Sebastian Swirski
- Human Genetics, Department of Human Medicine, Faculty of Medicine and Health Sciences, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - Oliver May
- Human Genetics, Department of Human Medicine, Faculty of Medicine and Health Sciences, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - Malte Ahlers
- Visual Neuroscience, Department of Neuroscience, Faculty of Medicine and Health Sciences, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - Bernd Wissinger
- Institute for Ophthalmic Research, Centre for Ophthalmology, University of Tübingen, Elfriede-Aulhorn-Straße 7, 72076 Tübingen, Germany
| | - Martin Greschner
- Institute for Ophthalmic Research, Centre for Ophthalmology, University of Tübingen, Elfriede-Aulhorn-Straße 7, 72076 Tübingen, Germany
- Research Center Neurosensory Science, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - Christoph Jüschke
- Human Genetics, Department of Human Medicine, Faculty of Medicine and Health Sciences, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - John Neidhardt
- Human Genetics, Department of Human Medicine, Faculty of Medicine and Health Sciences, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
- Research Center Neurosensory Science, University of Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
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47
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Tahraoui-Bories J, Mérien A, González-Barriga A, Lainé J, Leteur C, Polvèche H, Carteron A, De Lamotte JD, Nicoleau C, Polentes J, Jarrige M, Gomes-Pereira M, Ventre E, Poydenot P, Furling D, Schaeffer L, Legay C, Martinat C. MBNL-dependent impaired development within the neuromuscular system in myotonic dystrophy type 1. Neuropathol Appl Neurobiol 2023; 49:e12876. [PMID: 36575942 PMCID: PMC10107781 DOI: 10.1111/nan.12876] [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: 09/18/2021] [Revised: 10/27/2022] [Accepted: 12/12/2022] [Indexed: 12/29/2022]
Abstract
AIMS Myotonic dystrophy type I (DM1) is one of the most frequent muscular dystrophies in adults. Although DM1 has long been considered mainly a muscle disorder, growing evidence suggests the involvement of peripheral nerves in the pathogenicity of DM1 raising the question of whether motoneurons (MNs) actively contribute to neuromuscular defects in DM1. METHODS By using micropatterned 96-well plates as a coculture platform, we generated a functional neuromuscular model combining DM1 and muscleblind protein (MBNL) knock-out human-induced pluripotent stem cells-derived MNs and human healthy skeletal muscle cells. RESULTS This approach led to the identification of presynaptic defects which affect the formation or stability of the neuromuscular junction at an early developmental stage. These neuropathological defects could be reproduced by the loss of RNA-binding MBNL proteins, whose loss of function in vivo is associated with muscular defects associated with DM1. These experiments indicate that the functional defects associated with MNs can be directly attributed to MBNL family proteins. Comparative transcriptomic analyses also revealed specific neuronal-related processes regulated by these proteins that are commonly misregulated in DM1. CONCLUSIONS Beyond the application to DM1, our approach to generating a robust and reliable human neuromuscular system should facilitate disease modelling studies and drug screening assays.
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Affiliation(s)
| | - Antoine Mérien
- INSERM/UEVE UMR 861, Université Paris Saclay, I-STEM, Corbeil-Essonnes, France
| | - Anchel González-Barriga
- INSERM, Institut de Myologie, Centre de Recherche en Myologie, Sorbonne Université, Paris, France
| | - Jeanne Lainé
- INSERM, Institut de Myologie, Centre de Recherche en Myologie, Sorbonne Université, Paris, France
| | | | | | | | | | | | | | | | - Mário Gomes-Pereira
- INSERM, Institut de Myologie, Centre de Recherche en Myologie, Sorbonne Université, Paris, France
| | | | | | - Denis Furling
- INSERM, Institut de Myologie, Centre de Recherche en Myologie, Sorbonne Université, Paris, France
| | - Laurent Schaeffer
- INMG, INSERM U1217, CNRS UMR5310, Université Lyon 1, Université de Lyon, Hospices Civils de Lyon, Lyon, France
| | - Claire Legay
- CNRS, SPINN-Saint-Pères Paris Institute for the Neurosciences, Université Paris Cité, Paris, France
| | - Cécile Martinat
- INSERM/UEVE UMR 861, Université Paris Saclay, I-STEM, Corbeil-Essonnes, France
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48
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Todorow V, Hintze S, Schoser B, Meinke P. Nuclear envelope transmembrane proteins involved in genome organization are misregulated in myotonic dystrophy type 1 muscle. Front Cell Dev Biol 2023; 10:1007331. [PMID: 36699009 PMCID: PMC9868253 DOI: 10.3389/fcell.2022.1007331] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 12/27/2022] [Indexed: 01/11/2023] Open
Abstract
Myotonic dystrophy type 1 is a multisystemic disorder with predominant muscle and neurological involvement. Despite a well described pathomechanism, which is primarily a global missplicing due to sequestration of RNA-binding proteins, there are still many unsolved questions. One such question is the disease etiology in the different affected tissues. We observed alterations at the nuclear envelope in primary muscle cell cultures before. This led us to reanalyze a published RNA-sequencing dataset of DM1 and control muscle biopsies regarding the misregulation of NE proteins. We could identify several muscle NE protein encoding genes to be misregulated depending on the severity of the muscle phenotype. Among these misregulated genes were NE transmembrane proteins (NETs) involved in nuclear-cytoskeletal coupling as well as genome organization. For selected genes, we could confirm that observed gene-misregulation led to protein expression changes. Furthermore, we investigated if genes known to be under expression-regulation by genome organization NETs were also misregulated in DM1 biopsies, which revealed that misregulation of two NETs alone is likely responsible for differential expression of about 10% of all genes being differentially expressed in DM1. Notably, the majority of NETs identified here to be misregulated in DM1 muscle are mutated in Emery-Dreifuss muscular dystrophy or clinical similar muscular dystrophies, suggesting a broader similarity on the molecular level for muscular dystrophies than anticipated. This shows not only the importance of muscle NETs in muscle health and disease, but also highlights the importance of the NE in DM1 disease progression.
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49
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Wang Q, Xiong F, Wu G, Liu W, Chen J, Wang B, Chen Y. Gene body methylation in cancer: molecular mechanisms and clinical applications. Clin Epigenetics 2022; 14:154. [PMID: 36443876 PMCID: PMC9706891 DOI: 10.1186/s13148-022-01382-9] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/18/2022] [Indexed: 11/29/2022] Open
Abstract
DNA methylation is an important epigenetic mechanism that regulates gene expression. To date, most DNA methylation studies have focussed on CpG islands in the gene promoter region, and the mechanism of methylation and the regulation of gene expression after methylation have been clearly elucidated. However, genome-wide methylation studies have shown that DNA methylation is widespread not only in promoters but also in gene bodies. Gene body methylation is widely involved in the expression regulation of many genes and is closely related to the occurrence and progression of malignant tumours. This review focusses on the formation of gene body methylation patterns, its regulation of transcription, and its relationship with tumours, providing clues to explore the mechanism of gene body methylation in regulating gene transcription and its significance and application in the field of oncology.
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Affiliation(s)
- Qi Wang
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Fei Xiong
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Guanhua Wu
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Wenzheng Liu
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Junsheng Chen
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Bing Wang
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
| | - Yongjun Chen
- grid.33199.310000 0004 0368 7223Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Road, Wuhan, 430074 Hubei Province China
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50
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Cheng S, Fahmi NA, Park M, Sun J, Thao K, Yeh HS, Zhang W, Yong J. mTOR Contributes to the Proteome Diversity through Transcriptome-Wide Alternative Splicing. Int J Mol Sci 2022; 23:ijms232012416. [PMID: 36293270 PMCID: PMC9604279 DOI: 10.3390/ijms232012416] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/30/2022] [Accepted: 10/04/2022] [Indexed: 11/16/2022] Open
Abstract
The mammalian target of rapamycin (mTOR) pathway is crucial in energy metabolism and cell proliferation. Previously, we reported transcriptome-wide 3′-untranslated region (UTR) shortening by alternative polyadenylation upon mTOR activation and its impact on the proteome. Here, we further interrogated the mTOR-activated transcriptome and found that hyperactivation of mTOR promotes transcriptome-wide exon skipping/exclusion, producing short isoform transcripts from genes. This widespread exon skipping confers multifarious regulations in the mTOR-controlled functional proteomics: AS in coding regions widely affects the protein length and functional domains. They also alter the half-life of proteins and affect the regulatory post-translational modifications. Among the RNA processing factors differentially regulated by mTOR signaling, we found that SRSF3 mechanistically facilitates exon skipping in the mTOR-activated transcriptome. This study reveals a role of mTOR in AS regulation and demonstrates that widespread AS is a multifaceted modulator of the mTOR-regulated functional proteome.
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Affiliation(s)
- Sze Cheng
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55445, USA
| | - Naima Ahmed Fahmi
- Department of Computer Science, University of Central Florida, Orlando, FL 32816, USA
| | - Meeyeon Park
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55445, USA
| | - Jiao Sun
- Department of Computer Science, University of Central Florida, Orlando, FL 32816, USA
| | - Kaitlyn Thao
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55445, USA
| | - Hsin-Sung Yeh
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55445, USA
| | - Wei Zhang
- Department of Computer Science, University of Central Florida, Orlando, FL 32816, USA
- Correspondence: (W.Z.); (J.Y.); Tel.: +1-407-823-2763 (W.Z.); +1-612-626-2420 (J.Y.)
| | - Jeongsik Yong
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Twin Cities, Minneapolis, MN 55445, USA
- Correspondence: (W.Z.); (J.Y.); Tel.: +1-407-823-2763 (W.Z.); +1-612-626-2420 (J.Y.)
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