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1.
BMC Biol ; 22(1): 106, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38715001

ABSTRACT

BACKGROUND: The significance of A-to-I RNA editing in nervous system development is widely recognized; however, its influence on retina development remains to be thoroughly understood. RESULTS: In this study, we performed RNA sequencing and ribosome profiling experiments on developing mouse retinas to characterize the temporal landscape of A-to-I editing. Our findings revealed temporal changes in A-to-I editing, with distinct editing patterns observed across different developmental stages. Further analysis showed the interplay between A-to-I editing and alternative splicing, with A-to-I editing influencing splicing efficiency and the quantity of splicing events. A-to-I editing held the potential to enhance translation diversity, but this came at the expense of reduced translational efficiency. When coupled with splicing, it could produce a coordinated effect on gene translation. CONCLUSIONS: Overall, this study presents a temporally resolved atlas of A-to-I editing, connecting its changes with the impact on alternative splicing and gene translation in retina development.


Subject(s)
Protein Biosynthesis , RNA Editing , Retina , Animals , Mice , Retina/metabolism , Retina/embryology , Alternative Splicing , Inosine/metabolism , Inosine/genetics , Adenosine/metabolism
2.
Nat Commun ; 15(1): 4285, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38806455

ABSTRACT

Alternative splicing events are a major causal mechanism for complex traits, but they have been understudied due to the limitation of short-read sequencing. Here, we generate a full-length isoform annotation of human immune cells from an individual by long-read sequencing for 29 cell subsets. This contains a number of unannotated transcripts and isoforms such as a read-through transcript of TOMM40-APOE in the Alzheimer's disease locus. We profile characteristics of isoforms and show that repetitive elements significantly explain the diversity of unannotated isoforms, providing insight into the human genome evolution. In addition, some of the isoforms are expressed in a cell-type specific manner, whose alternative 3'-UTRs usage contributes to their specificity. Further, we identify disease-associated isoforms by isoform switch analysis and by integration of several quantitative trait loci analyses with genome-wide association study data. Our findings will promote the elucidation of the mechanism of complex diseases via alternative splicing.


Subject(s)
Alternative Splicing , Genome-Wide Association Study , Protein Isoforms , Quantitative Trait Loci , Humans , Protein Isoforms/genetics , Protein Isoforms/metabolism , 3' Untranslated Regions/genetics , Alzheimer Disease/genetics , Alzheimer Disease/immunology , Genome, Human , Mitochondrial Precursor Protein Import Complex Proteins
3.
Science ; 384(6698): eadh7688, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38781356

ABSTRACT

RNA splicing is highly prevalent in the brain and has strong links to neuropsychiatric disorders; yet, the role of cell type-specific splicing and transcript-isoform diversity during human brain development has not been systematically investigated. In this work, we leveraged single-molecule long-read sequencing to deeply profile the full-length transcriptome of the germinal zone and cortical plate regions of the developing human neocortex at tissue and single-cell resolution. We identified 214,516 distinct isoforms, of which 72.6% were novel (not previously annotated in Gencode version 33), and uncovered a substantial contribution of transcript-isoform diversity-regulated by RNA binding proteins-in defining cellular identity in the developing neocortex. We leveraged this comprehensive isoform-centric gene annotation to reprioritize thousands of rare de novo risk variants and elucidate genetic risk mechanisms for neuropsychiatric disorders.


Subject(s)
Neocortex , Protein Isoforms , Single-Cell Analysis , Transcriptome , Humans , Neocortex/metabolism , Neocortex/embryology , Protein Isoforms/genetics , Protein Isoforms/metabolism , Mental Disorders/genetics , RNA Splicing , Genetic Predisposition to Disease , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Alternative Splicing , Molecular Sequence Annotation
4.
PeerJ ; 12: e17376, 2024.
Article in English | MEDLINE | ID: mdl-38784389

ABSTRACT

Background: Condyloma acuminatum (CA) is caused by low-risk human papillomavirus, and is characterized by high recurrence after treatment. The RNA modification N6-methyladenosine (m6A) plays an important role during diverse viral infections, including high-risk HPV infection in cervical cancer. However, it is unclear whether low-risk HPV infection changes the RNA m6A methylation in CA. Methods: High-throughputm6A-sequencing was performed to profile the transcriptome-wide mRNA modifications of CA tissues infected by LR-HPVs and the paired normal tissues from CA patients. We further investigated the regulation of alternative splicing by RNA binding proteins (RBPs) with altered m6A modification and constructed a regulatory network among these RBPs, regulated alternative splicing events (RASEs) and regulated alternative splicing genes (RASGs) in CA. Results: The results show that the m6A level in CA tissues differed from that in the paired controls. Furthermore, cell cycle- and cell adhesion- associated genes with m6A modification were differentially expressed in CA tissues compared to the paired controls. In particular, seven RNA binding protein genes with specific m6A methylated sites, showed a higher or lower expression at the mRNA level in CA tissues than in the paired normal tissues. In addition, these differentially expressed RNA binding protein genes would regulate the alternative splicing pattern of apoptotic process genes in CA tissue. Conclusions: Our study reveals a sophisticated m6A modification profile in CA tissue that affects the response of host cells to HPV infection, and provides cues for the further exploration of the roles of m6A and the development of a novel treatment strategy for CA.


Subject(s)
Alternative Splicing , Condylomata Acuminata , RNA-Binding Proteins , Humans , Alternative Splicing/genetics , Condylomata Acuminata/genetics , Condylomata Acuminata/virology , Condylomata Acuminata/metabolism , Condylomata Acuminata/pathology , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Female , Adenosine/analogs & derivatives , Adenosine/metabolism , Methylation , Adult , Male , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcriptome , Papillomavirus Infections/genetics , Papillomavirus Infections/virology , Papillomavirus Infections/pathology , RNA Methylation
5.
Biomolecules ; 14(5)2024 May 09.
Article in English | MEDLINE | ID: mdl-38785973

ABSTRACT

One of the hallmarks of cancer is metabolic reprogramming in tumor cells, and aerobic glycolysis is the primary mechanism by which glucose is quickly transformed into lactate. As one of the primary rate-limiting enzymes, pyruvate kinase (PK) M is engaged in the last phase of aerobic glycolysis. Alternative splicing is a crucial mechanism for protein diversity, and it promotes PKM precursor mRNA splicing to produce PKM2 dominance, resulting in low PKM1 expression. Specific splicing isoforms are produced in various tissues or illness situations, and the post-translational modifications are linked to numerous disorders, including cancers. hnRNPs are one of the main components of the splicing factor families. However, there have been no comprehensive studies on hnRNPs regulating PKM alternative splicing. Therefore, this review focuses on the regulatory network of hnRNPs on PKM pre-mRNA alternative splicing in tumors and clinical drug research. We elucidate the role of alternative splicing in tumor progression, prognosis, and the potential mechanism of abnormal RNA splicing. We also summarize the drug targets retarding tumorous splicing events, which may be critical to improving the specificity and effectiveness of current therapeutic interventions.


Subject(s)
Alternative Splicing , Heterogeneous-Nuclear Ribonucleoproteins , Neoplasms , Pyruvate Kinase , Humans , Alternative Splicing/genetics , Neoplasms/genetics , Neoplasms/pathology , Neoplasms/metabolism , Heterogeneous-Nuclear Ribonucleoproteins/metabolism , Heterogeneous-Nuclear Ribonucleoproteins/genetics , Pyruvate Kinase/genetics , Pyruvate Kinase/metabolism , Disease Progression , Gene Expression Regulation, Neoplastic , Animals
6.
Mol Med ; 30(1): 62, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38760666

ABSTRACT

Alternative splicing (AS) is a strictly regulated process that generates multiple mRNA variants from a single gene, thus contributing to proteome diversity. Transcriptome-wide sequencing studies revealed networks of functionally coordinated splicing events, which produce isoforms with distinct or even opposing functions. To date, several mechanisms of AS are deregulated in leukemic cells, mainly due to mutations in splicing and/or epigenetic regulators and altered expression of splicing factors (SFs). In this review, we discuss aberrant splicing events induced by mutations affecting SFs (SF3B1, U2AF1, SRSR2, and ZRSR2), spliceosome components (PRPF8, LUC7L2, DDX41, and HNRNPH1), and epigenetic modulators (IDH1 and IDH2). Finally, we provide an extensive overview of the biological relevance of aberrant isoforms of genes involved in the regulation of apoptosis (e. g. BCL-X, MCL-1, FAS, and c-FLIP), activation of key cellular signaling pathways (CASP8, MAP3K7, and NOTCH2), and cell metabolism (PKM).


Subject(s)
Alternative Splicing , Hematologic Neoplasms , Humans , Hematologic Neoplasms/genetics , RNA Splicing Factors/genetics , RNA Splicing Factors/metabolism , Mutation , Animals , Gene Expression Regulation, Neoplastic , Epigenesis, Genetic , Spliceosomes/metabolism , Spliceosomes/genetics , Signal Transduction/genetics
7.
Science ; 384(6698): eadh0829, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38781368

ABSTRACT

Neuropsychiatric genome-wide association studies (GWASs), including those for autism spectrum disorder and schizophrenia, show strong enrichment for regulatory elements in the developing brain. However, prioritizing risk genes and mechanisms is challenging without a unified regulatory atlas. Across 672 diverse developing human brains, we identified 15,752 genes harboring gene, isoform, and/or splicing quantitative trait loci, mapping 3739 to cellular contexts. Gene expression heritability drops during development, likely reflecting both increasing cellular heterogeneity and the intrinsic properties of neuronal maturation. Isoform-level regulation, particularly in the second trimester, mediated the largest proportion of GWAS heritability. Through colocalization, we prioritized mechanisms for about 60% of GWAS loci across five disorders, exceeding adult brain findings. Finally, we contextualized results within gene and isoform coexpression networks, revealing the comprehensive landscape of transcriptome regulation in development and disease.


Subject(s)
Autism Spectrum Disorder , Brain , Genome-Wide Association Study , Protein Isoforms , Quantitative Trait Loci , Schizophrenia , Humans , Brain/metabolism , Brain/growth & development , Brain/embryology , Schizophrenia/genetics , Autism Spectrum Disorder/genetics , Protein Isoforms/genetics , Protein Isoforms/metabolism , Transcriptome , RNA Splicing , Gene Expression Regulation, Developmental , Alternative Splicing , Atlases as Topic , Gene Regulatory Networks
8.
BMC Genomics ; 25(1): 498, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38773419

ABSTRACT

BACKGROUND: The hair follicle development process is regulated by sophisticated genes and signaling networks, and the hair grows from the hair follicle. The Tianzhu white yak population exhibits differences in hair length, especially on the forehead and shoulder region. However, the genetic mechanism is still unclear. Isoform sequencing (Iso-seq) technology with advantages in long reads sequencing. Hence, we combined the Iso-seq and RNA-seq methods to investigate the transcript complexity and difference between long-haired yak (LHY) and normal-haired yak (NHY). RESULTS: The hair length measurement result showed a significant difference between LHY and NHY on the forehead and the shoulder (P-value < 0.001). The skin samples from the forehead and the shoulder of LHY and NHY were pooled for isoform sequencing (Iso-seq). We obtained numerous long transcripts, including novel isoforms, long non-coding RNA, alternative splicing events, and alternative polyadenylation events. Combined with RNA-seq data, we performed differential isoforms (DEIs) analysis between LHY and NHY. We found that some hair follicle and skin development-related DEIs, like BMP4, KRT2, IGF2R, and COL1A2 in the forehead skin; BMP1, KRT1, FGF5, COL2A1, and IGFBP5 in the shoulder skin. Enrichment analysis revealed that DEIs in both two comparable groups significantly participated in skin and hair follicle development-related pathways, like ECM-receptor interaction, focal adhesion, and PI3K-Akt signaling pathways. The results indicated that the hair follicle development of Tianzhu white yak may influence the hair length difference. Besides, the protein-protein interaction (PPI) network of DEIs showed COL2A1 and COL3A1 exhibited a high degree of centrality, and these two genes were suggested as potential candidates for the hair length growth of Tianzhu white yak. CONCLUSIONS: The results provided a comprehensive analysis of the transcriptome complexity and identified differential transcripts that enhance our understanding of the molecular mechanisms underlying the variation in hair length growth in Tianzhu white yak.


Subject(s)
Hair , Protein Isoforms , RNA-Seq , Skin , Transcriptome , Animals , Cattle/genetics , Skin/metabolism , Hair/metabolism , Hair/growth & development , Protein Isoforms/genetics , Protein Isoforms/metabolism , Hair Follicle/metabolism , Hair Follicle/growth & development , Gene Expression Profiling , Alternative Splicing , Sequence Analysis, RNA
9.
Cell Mol Biol Lett ; 29(1): 78, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38778254

ABSTRACT

Alternative splicing of pre-mRNAs is a fundamental step in RNA processing required for gene expression in most metazoans. Serine and arginine-rich proteins (SR proteins) comprise a family of multifunctional proteins that contain an RNA recognition motif (RRM) and the ultra-conserved arginine/serine-rich (RS) domain, and play an important role in precise alternative splicing. Increasing research supports SR proteins as also functioning in other RNA-processing-related mechanisms, such as polyadenylation, degradation, and translation. In addition, SR proteins interact with N6-methyladenosine (m6A) regulators to modulate the methylation of ncRNA and mRNA. Dysregulation of SR proteins causes the disruption of cell differentiation and contributes to cancer progression. Here, we review the distinct biological characteristics of SR proteins and their known functional mechanisms during carcinogenesis. We also summarize the current inhibitors that directly target SR proteins and could ultimately turn SR proteins into actionable therapeutic targets in cancer therapy.


Subject(s)
Neoplasms , Humans , Neoplasms/metabolism , Neoplasms/drug therapy , Neoplasms/genetics , Animals , Serine-Arginine Splicing Factors/metabolism , Serine-Arginine Splicing Factors/genetics , Alternative Splicing/genetics , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics
10.
PLoS Genet ; 20(5): e1011230, 2024 May.
Article in English | MEDLINE | ID: mdl-38713708

ABSTRACT

Fuchs endothelial corneal dystrophy (FECD) is an age-related cause of vision loss, and the most common repeat expansion-mediated disease in humans characterised to date. Up to 80% of European FECD cases have been attributed to expansion of a non-coding CTG repeat element (termed CTG18.1) located within the ubiquitously expressed transcription factor encoding gene, TCF4. The non-coding nature of the repeat and the transcriptomic complexity of TCF4 have made it extremely challenging to experimentally decipher the molecular mechanisms underlying this disease. Here we comprehensively describe CTG18.1 expansion-driven molecular components of disease within primary patient-derived corneal endothelial cells (CECs), generated from a large cohort of individuals with CTG18.1-expanded (Exp+) and CTG 18.1-independent (Exp-) FECD. We employ long-read, short-read, and spatial transcriptomic techniques to interrogate expansion-specific transcriptomic biomarkers. Interrogation of long-read sequencing and alternative splicing analysis of short-read transcriptomic data together reveals the global extent of altered splicing occurring within Exp+ FECD, and unique transcripts associated with CTG18.1-expansions. Similarly, differential gene expression analysis highlights the total transcriptomic consequences of Exp+ FECD within CECs. Furthermore, differential exon usage, pathway enrichment and spatial transcriptomics reveal TCF4 isoform ratio skewing solely in Exp+ FECD with potential downstream functional consequences. Lastly, exome data from 134 Exp- FECD cases identified rare (minor allele frequency <0.005) and potentially deleterious (CADD>15) TCF4 variants in 7/134 FECD Exp- cases, suggesting that TCF4 variants independent of CTG18.1 may increase FECD risk. In summary, our study supports the hypothesis that at least two distinct pathogenic mechanisms, RNA toxicity and TCF4 isoform-specific dysregulation, both underpin the pathophysiology of FECD. We anticipate these data will inform and guide the development of translational interventions for this common triplet-repeat mediated disease.


Subject(s)
Fuchs' Endothelial Dystrophy , Transcription Factor 4 , Trinucleotide Repeat Expansion , Humans , Transcription Factor 4/genetics , Transcription Factor 4/metabolism , Trinucleotide Repeat Expansion/genetics , Fuchs' Endothelial Dystrophy/genetics , Alternative Splicing/genetics , Transcriptome/genetics , Endothelial Cells/metabolism , Endothelium, Corneal/metabolism , Endothelium, Corneal/pathology , Male
11.
Metallomics ; 16(5)2024 May 02.
Article in English | MEDLINE | ID: mdl-38692844

ABSTRACT

Eukaryotic DNA codes not only for proteins but contains a wealth of information required for accurate splicing of messenger RNA precursors and inclusion of constitutively or alternatively spliced exons in mature transcripts. This "auxiliary" splicing code has been characterized as exonic splicing enhancers and silencers (ESE and ESS). The exact interplay between protein and splicing codes is, however, poorly understood. Here, we show that exons encoding copper-coordinating amino acids in human cuproproteins lack ESEs and/or have an excess of ESSs, yet RNA sequencing and expressed sequence tags data show that they are more efficiently included in mature transcripts by the splicing machinery than average exons. Their largely constitutive inclusion in messenger RNA is facilitated by stronger splice sites, including polypyrimidine tracts, consistent with an important role of the surrounding intron architecture in ensuring high expression of metal-binding residues during evolution. ESE/ESS profiles of codons and entire exons that code for copper-coordinating residues were very similar to those encoding residues that coordinate zinc but markedly different from those that coordinate calcium. Together, these results reveal how the traditional and auxiliary splicing motifs responded to constraints of metal coordination in proteins.


Subject(s)
Copper , Exons , RNA Splicing , Humans , Exons/genetics , Copper/metabolism , Alternative Splicing , RNA, Messenger/genetics , RNA, Messenger/metabolism , Enhancer Elements, Genetic/genetics , Carrier Proteins/genetics , Carrier Proteins/metabolism
12.
J Agric Food Chem ; 72(19): 10814-10827, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38710027

ABSTRACT

Foxtail millet is an important cereal crop that is relatively sensitive to salt stress, with its yield significantly affected by such stress. Alternative splicing (AS) widely affects plant growth, development, and adaptability to stressful environments. Through RNA-seq analysis of foxtail millet under different salt treatment periods, 2078 AS events were identified, and analyses were conducted on differential gene (DEG), differential alternative splicing gene (DASG), and overlapping gene. To investigate the regulatory mechanism of AS in response to salt stress in foxtail millet, the foxtail millet AS genes SiCYP19, with two AS variants (SiCYP19-a and SiCYP19-b), were identified and cloned. Yeast overexpression experiments indicated that SiCYP19 may be linked to the response to salt stress. Subsequently, we conducted overexpression experiments of both alternative splicing variants in foxtail millet roots to validate them experimentally. The results showed that, under salt stress, both SiCYP19-a and SiCYP19-b jointly regulated the salt tolerance of foxtail millet. Specifically, overexpression of SiCYP19-b significantly increased the proline content and reduced the accumulation of reactive oxygen species (ROS) in foxtail millet, compared to that in SiCYP19-a. This shows that SiCYP19-b plays an important role in increasing the content of proline and promoting the clearance of ROS, thus improving the salt tolerance of foxtail millet.


Subject(s)
Alternative Splicing , Gene Expression Regulation, Plant , Plant Proteins , Salt Tolerance , Setaria Plant , Setaria Plant/genetics , Setaria Plant/metabolism , Setaria Plant/drug effects , Salt Tolerance/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Reactive Oxygen Species/metabolism
13.
BMC Cancer ; 24(1): 580, 2024 May 12.
Article in English | MEDLINE | ID: mdl-38735973

ABSTRACT

BACKGROUND: SRSF1, a member of Serine/Arginine-Rich Splicing Factors (SRSFs), has been observed to significantly influence cancer progression. However, the precise role of SRSF1 in osteosarcoma (OS) remains unclear. This study aims to investigate the functions of SRSF1 and its underlying mechanism in OS. METHODS: SRSF1 expression level in OS was evaluated on the TCGA dataset, TAGET-OS database. qRT-PCR and Western blotting were employed to assess SRSF1 expression in human OS cell lines as well as the interfered ectopic expression states. The effect of SRSF1 on cell migration, invasion, proliferation, and apoptosis of OS cells were measured by transwell assay and flow cytometry. RNA sequence and bioinformatic analyses were conducted to elucidate the targeted genes, relevant biological pathways, and alternative splicing (AS) events regulated by SRSF1. RESULTS: SRSF1 expression was consistently upregulated in both OS samples and OS cell lines. Diminishing SRSF1 resulted in reduced proliferation, migration, and invasion and increased apoptosis in OS cells while overexpressing SRSF1 led to enhanced growth, migration, invasion, and decreased apoptosis. Mechanistically, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and Gene Set Enrichment Analysis (GSEA) revealed that the biological functions of SRSF1 were closely associated with the dysregulation of the protein targeting processes, location of the cytosolic ribosome, extracellular matrix (ECM), and proteinaceous extracellular matrix, along with the PI3K-AKT pathway, Wnt pathway, and HIPPO pathway. Transcriptome analysis identified AS events modulated by SRSF1, especially (Skipped Exon) SE events and (Mutually exclusive Exons) MXE events, revealing potential roles of targeted molecules in mRNA surveillance, RNA degradation, and RNA transport during OS development. qRT-PCR confirmed that SRSF1 knockdown resulted in the occurrence of alternative splicing of SRRM2, DMKN, and SCAT1 in OS. CONCLUSIONS: Our results highlight the oncogenic role of high SRSF1 expression in promoting OS progression, and further explore the potential mechanisms of action. The significant involvement of SRSF1 in OS development suggests its potential utility as a therapeutic target in OS.


Subject(s)
Apoptosis , Bone Neoplasms , Cell Movement , Cell Proliferation , Disease Progression , Gene Expression Regulation, Neoplastic , Osteosarcoma , Serine-Arginine Splicing Factors , Humans , Serine-Arginine Splicing Factors/genetics , Serine-Arginine Splicing Factors/metabolism , Osteosarcoma/genetics , Osteosarcoma/pathology , Osteosarcoma/metabolism , Bone Neoplasms/genetics , Bone Neoplasms/pathology , Bone Neoplasms/metabolism , Cell Proliferation/genetics , Cell Line, Tumor , Apoptosis/genetics , Cell Movement/genetics , Up-Regulation , Alternative Splicing
14.
Front Immunol ; 15: 1386993, 2024.
Article in English | MEDLINE | ID: mdl-38736877

ABSTRACT

Alternative splicing (AS) is an important molecular biological mechanism regulated by complex mechanisms involving a plethora of cis and trans-acting elements. Furthermore, AS is tissue specific and altered in various pathologies, including infectious, inflammatory, and neoplastic diseases. Recently developed immuno-oncological therapies include monoclonal antibodies (mAbs) and chimeric antigen receptor (CAR) T cells targeting, among others, immune checkpoint (ICP) molecules. Despite therapeutic successes have been demonstrated, only a limited number of patients showed long-term benefit from these therapies with tumor entity-related differential response rates were observed. Interestingly, splice variants of common immunotherapeutic targets generated by AS are able to completely escape and/or reduce the efficacy of mAb- and/or CAR-based tumor immunotherapies. Therefore, the analyses of splicing patterns of targeted molecules in tumor specimens prior to therapy might help correct stratification, thereby increasing therapy success by antibody panel selection and antibody dosages. In addition, the expression of certain splicing factors has been linked with the patients' outcome, thereby highlighting their putative prognostic potential. Outstanding questions are addressed to translate the findings into clinical application. This review article provides an overview of the role of AS in (tumor) diseases, its molecular mechanisms, clinical relevance, and therapy response.


Subject(s)
Alternative Splicing , Neoplasms , Humans , Neoplasms/therapy , Neoplasms/immunology , Neoplasms/genetics , Animals , Immunotherapy/methods , Immunotherapy, Adoptive/methods
15.
Nat Commun ; 15(1): 3732, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702309

ABSTRACT

Immunotherapy with chimeric antigen receptor T cells for pediatric solid and brain tumors is constrained by available targetable antigens. Cancer-specific exons present a promising reservoir of targets; however, these have not been explored and validated systematically in a pan-cancer fashion. To identify cancer specific exon targets, here we analyze 1532 RNA-seq datasets from 16 types of pediatric solid and brain tumors for comparison with normal tissues using a newly developed workflow. We find 2933 exons in 157 genes encoding proteins of the surfaceome or matrisome with high cancer specificity either at the gene (n = 148) or the alternatively spliced isoform (n = 9) level. Expression of selected alternatively spliced targets, including the EDB domain of fibronectin 1, and gene targets, such as COL11A1, are validated in pediatric patient derived xenograft tumors. We generate T cells expressing chimeric antigen receptors specific for the EDB domain or COL11A1 and demonstrate that these have antitumor activity. The full target list, explorable via an interactive web portal ( https://cseminer.stjude.org/ ), provides a rich resource for developing immunotherapy of pediatric solid and brain tumors using gene or AS targets with high expression specificity in cancer.


Subject(s)
Brain Neoplasms , Exons , Receptors, Chimeric Antigen , Humans , Brain Neoplasms/immunology , Brain Neoplasms/therapy , Brain Neoplasms/genetics , Animals , Exons/genetics , Child , Receptors, Chimeric Antigen/genetics , Receptors, Chimeric Antigen/immunology , Receptors, Chimeric Antigen/metabolism , Mice , Immunotherapy/methods , Alternative Splicing , Fibronectins/genetics , Fibronectins/metabolism , Fibronectins/immunology , Xenograft Model Antitumor Assays , Gene Expression Regulation, Neoplastic , RNA-Seq , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Cell Line, Tumor , Immunotherapy, Adoptive/methods
16.
Nat Commun ; 15(1): 3972, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730241

ABSTRACT

The advancement of Long-Read Sequencing (LRS) techniques has significantly increased the length of sequencing to several kilobases, thereby facilitating the identification of alternative splicing events and isoform expressions. Recently, numerous computational tools for isoform detection using long-read sequencing data have been developed. Nevertheless, there remains a deficiency in comparative studies that systemically evaluate the performance of these tools, which are implemented with different algorithms, under various simulations that encompass potential influencing factors. In this study, we conducted a benchmark analysis of thirteen methods implemented in nine tools capable of identifying isoform structures from long-read RNA-seq data. We evaluated their performances using simulated data, which represented diverse sequencing platforms generated by an in-house simulator, RNA sequins (sequencing spike-ins) data, as well as experimental data. Our findings demonstrate IsoQuant as a highly effective tool for isoform detection with LRS, with Bambu and StringTie2 also exhibiting strong performance. These results offer valuable guidance for future research on alternative splicing analysis and the ongoing improvement of tools for isoform detection using LRS data.


Subject(s)
Algorithms , Alternative Splicing , RNA, Messenger , Sequence Analysis, RNA , Humans , RNA, Messenger/genetics , RNA, Messenger/analysis , Sequence Analysis, RNA/methods , RNA Isoforms/genetics , Software , Computational Biology/methods , High-Throughput Nucleotide Sequencing/methods , Protein Isoforms/genetics
17.
Fish Shellfish Immunol ; 149: 109601, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38701992

ABSTRACT

Alternative splicing serves as a pivotal source of complexity in the transcriptome and proteome, selectively connecting various coding elements to generate a diverse array of mRNAs. This process encodes multiple proteins with either similar or distinct functions, contributing significantly to the intricacies of cellular processes. The role of alternative splicing in mammalian immunity has been well studied. Remarkably, the immune system of fish shares substantial similarities with that of humans, and alternative splicing also emerges as a key player in the immune processes of fish. In this review, we offer an overview of alternative splicing and its associated functions in the immune processes of fish, and summarize the research progress on alternative splicing in the fish immunity. Furthermore, we review the impact of alternative splicing on the fish immune system's response to external stimuli. Finally, we present our perspectives on future directions in this field. Our aim is to provide valuable insights for the future investigations into the role of alternative splicing in immunity.


Subject(s)
Alternative Splicing , Fishes , Animals , Fishes/immunology , Fishes/genetics , Immunity, Innate/genetics
18.
Fish Shellfish Immunol ; 149: 109606, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38705547

ABSTRACT

Moritella viscosa (M. viscosa) and sea lice (Lepeophtheirus salmonis) are severe pathogens that primarily infect the skin of Atlantic salmon (Salmo salar), which cause significant economic losses in the farming industry. However, the pathogenesis and molecular mechanisms underlying the host's immune defence at the post-transcriptional level remain unclear. Alternative splicing (AS) is an evolutionarily conserved post-transcriptional mechanism that can greatly increase the richness of the transcriptome and proteome. In this study, transcriptomic data derived from skin tissues of Atlantic salmon after M. viscosa and sea lice infections were used to examine the AS profiles and their differential expression patterns. In total, we identified 33,044 AS events (involving 13,718 genes) in the control (CON) group, 35,147 AS events (involving 14,340 genes) in the M. viscosa infection (MV) group, and 30,364 AS events (involving 13,142 genes) in the sea lice infection (LC) group, respectively. Among the five types of AS identified in our study (i.e., SE, A5SS, A3SS, MXE, and RI), SE was the most prevalent type in all three groups (i.e., CON, MV, and LC groups). Decreased percent-spliced-in (PSI) levels were observed in SE events under both MV- and LC-infected conditions, suggesting that MV or LC infection elevated exon-skipping isoforms and promoted the selection of shorter transcripts in numerous DAS genes. In addition, most of the differential AS genes were found to be associated with pathways related to mRNA regulation, epithelial or muscle development, and immune response. These findings provide novel insights into the role of AS in host-pathogen interactions and represent the first comparative analysis of AS in response to bacterial and parasitic infections in fish.


Subject(s)
Alternative Splicing , Copepoda , Fish Diseases , Moritella , Salmo salar , Animals , Salmo salar/immunology , Salmo salar/genetics , Copepoda/physiology , Fish Diseases/immunology , Moritella/immunology , Moritella/genetics , Transcriptome , Ectoparasitic Infestations/veterinary , Ectoparasitic Infestations/immunology , Ectoparasitic Infestations/genetics
19.
Cells ; 13(10)2024 May 11.
Article in English | MEDLINE | ID: mdl-38786046

ABSTRACT

Our study focused on assessing the effects of three newly identified BRCA1 exon 11 variants (c.1019T>C, c.2363T>G, and c.3192T>C) on breast cancer susceptibility. Using computational predictions and experimental splicing assays, we evaluated their potential as pathogenic mutations. Our in silico analyses suggested that the c.2363T>G and c.3192T>C variants could impact both splicing and protein function, resulting in the V340A and V788G mutations, respectively. We further examined their splicing effects using minigene assays in MCF7 and SKBR3 breast cancer cell lines. Interestingly, we found that the c.2363T>G variant significantly altered splicing patterns in MCF7 cells but not in SKBR3 cells. This finding suggests a potential influence of cellular context on the variant's effects. While attempts to correlate in silico predictions with RNA binding factors were inconclusive, this observation underscores the complexity of splicing regulation. Splicing is governed by various factors, including cellular contexts and protein interactions, making it challenging to predict outcomes accurately. Further research is needed to fully understand the functional consequences of the c.2363T>G variant in breast cancer pathogenesis. Integrating computational predictions with experimental data will provide valuable insights into the role of alternative splicing regulation in different breast cancer types and stages.


Subject(s)
BRCA1 Protein , Breast Neoplasms , Exons , RNA Precursors , RNA Splicing , Humans , Exons/genetics , BRCA1 Protein/genetics , BRCA1 Protein/metabolism , RNA Precursors/genetics , RNA Precursors/metabolism , RNA Splicing/genetics , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Female , Cell Line, Tumor , Mutation/genetics , MCF-7 Cells , Alternative Splicing/genetics , Genetic Predisposition to Disease
20.
Cell Stem Cell ; 31(5): 754-771.e6, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38701759

ABSTRACT

Development of embryonic stem cells (ESCs) into neurons requires intricate regulation of transcription, splicing, and translation, but how these processes interconnect is not understood. We found that polypyrimidine tract binding protein 1 (PTBP1) controls splicing of DPF2, a subunit of BRG1/BRM-associated factor (BAF) chromatin remodeling complexes. Dpf2 exon 7 splicing is inhibited by PTBP1 to produce the DPF2-S isoform early in development. During neuronal differentiation, loss of PTBP1 allows exon 7 inclusion and DPF2-L expression. Different cellular phenotypes and gene expression programs were induced by these alternative DPF2 isoforms. We identified chromatin binding sites enriched for each DPF2 isoform, as well as sites bound by both. In ESC, DPF2-S preferential sites were bound by pluripotency factors. In neuronal progenitors, DPF2-S sites were bound by nuclear factor I (NFI), while DPF2-L sites were bound by CCCTC-binding factor (CTCF). DPF2-S sites exhibited enhancer modifications, while DPF2-L sites showed promoter modifications. Thus, alternative splicing redirects BAF complex targeting to impact chromatin organization during neuronal development.


Subject(s)
Alternative Splicing , Cell Differentiation , Chromatin , Heterogeneous-Nuclear Ribonucleoproteins , Neurons , Polypyrimidine Tract-Binding Protein , Transcription Factors , Alternative Splicing/genetics , Polypyrimidine Tract-Binding Protein/metabolism , Polypyrimidine Tract-Binding Protein/genetics , Animals , Cell Differentiation/genetics , Chromatin/metabolism , Mice , Neurons/metabolism , Neurons/cytology , Transcription Factors/metabolism , Transcription Factors/genetics , Heterogeneous-Nuclear Ribonucleoproteins/metabolism , Heterogeneous-Nuclear Ribonucleoproteins/genetics , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Transcription, Genetic , Embryonic Stem Cells/metabolism , Embryonic Stem Cells/cytology , Exons/genetics , Humans , Cell Self Renewal/genetics
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