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从下一代测序数据中检测和定量内含子保留的挑战。

Challenges in detecting and quantifying intron retention from next generation sequencing data.

作者信息

Broseus Lucile, Ritchie William

机构信息

IGH, Centre National de la Recherche Scientifique, University of Montpellier, Montpellier, France.

出版信息

Comput Struct Biotechnol J. 2020 Feb 26;18:501-508. doi: 10.1016/j.csbj.2020.02.010. eCollection 2020.

DOI:10.1016/j.csbj.2020.02.010
PMID:32206209
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7078297/
Abstract

Intron retention (IR) occurs when an intron is transcribed into pre-mRNA and remains in the final mRNA. An increasing body of literature has demonstrated a major role for IR in numerous biological functions and in disease. Here we give an overview of the different computational approaches for detecting IR events from sequencing data. We show that these are based on different biological and computational assumptions that may lead to dramatically different results. We describe the various approaches for mitigating errors in detecting intron retention and for discovering IR signatures between different conditions.

摘要

内含子保留(IR)是指内含子转录成前体mRNA后仍保留在最终的mRNA中。越来越多的文献表明,内含子保留在众多生物学功能和疾病中发挥着重要作用。在此,我们概述了从测序数据中检测内含子保留事件的不同计算方法。我们发现这些方法基于不同的生物学和计算假设,可能会导致截然不同的结果。我们描述了在检测内含子保留时减轻误差以及在不同条件之间发现内含子保留特征的各种方法。

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Challenges in detecting and quantifying intron retention from next generation sequencing data.从下一代测序数据中检测和定量内含子保留的挑战。
Comput Struct Biotechnol J. 2020 Feb 26;18:501-508. doi: 10.1016/j.csbj.2020.02.010. eCollection 2020.
2
Intron retention and its impact on gene expression and protein diversity: A review and a practical guide.内含子保留及其对基因表达和蛋白质多样性的影响:综述及实用指南。
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3
Challenges in defining the role of intron retention in normal biology and disease.在内含子保留在正常生物学和疾病中的作用定义方面所面临的挑战。
Semin Cell Dev Biol. 2018 Mar;75:40-49. doi: 10.1016/j.semcdb.2017.07.030. Epub 2017 Jul 21.
4
IRFinder: assessing the impact of intron retention on mammalian gene expression.IRFinder:评估内含子保留对哺乳动物基因表达的影响。
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BMC Genomics. 2015;16 Suppl 2(Suppl 2):S9. doi: 10.1186/1471-2164-16-S2-S9. Epub 2015 Jan 21.
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Intron Retention as a Mode for RNA-Seq Data Analysis.作为RNA测序数据分析模式的内含子保留
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iREAD: a tool for intron retention detection from RNA-seq data.iREAD:一种从 RNA-seq 数据中检测内含子保留的工具。
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IntEREst: intron-exon retention estimator.IntEREst:内含子-外显子保留估算器。
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Alternative splicing fine-tunes prey shift of Coccinellini lady beetles to non-target insect.可变剪接微调瓢虫亚科瓢虫对非靶标昆虫的猎物转移。

本文引用的文献

1
iREAD: a tool for intron retention detection from RNA-seq data.iREAD:一种从 RNA-seq 数据中检测内含子保留的工具。
BMC Genomics. 2020 Feb 6;21(1):128. doi: 10.1186/s12864-020-6541-0.
2
Common and distinct transcriptional signatures of mammalian embryonic lethality.哺乳动物胚胎致死的常见和独特转录特征。
Nat Commun. 2019 Jun 26;10(1):2792. doi: 10.1038/s41467-019-10642-x.
3
Increased intron retention is a post-transcriptional signature associated with progressive aging and Alzheimer's disease.内含子保留增加是一种与衰老进程和阿尔茨海默病相关的转录后特征。
BMC Genomics. 2025 May 12;26(1):472. doi: 10.1186/s12864-025-11641-7.
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Differential quantification of alternative splicing events on spliced pangenome graphs.剪接泛基因组图谱上可变剪接事件的差异定量分析。
PLoS Comput Biol. 2024 Dec 9;20(12):e1012665. doi: 10.1371/journal.pcbi.1012665. eCollection 2024 Dec.
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Intronic RNA secondary structural information captured for the human pre-mRNA.为人类前体信使核糖核酸捕获的内含子RNA二级结构信息。
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Prediction of tumor-specific splicing from somatic mutations as a source of neoantigen candidates.从体细胞突变预测肿瘤特异性剪接作为新抗原候选物的来源。
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Serine/arginine-rich splicing factor 7 promotes the type I interferon response by activating Irf7 transcription.丝氨酸/精氨酸丰富的剪接因子 7 通过激活 Irf7 转录促进 I 型干扰素反应。
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Pan-Cancer Profiling of Intron Retention and Its Clinical Significance in Diagnosis and Prognosis.内含子保留的泛癌分析及其在诊断和预后中的临床意义
Cancers (Basel). 2023 Dec 1;15(23):5689. doi: 10.3390/cancers15235689.
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Splicing defects in rare diseases: transcriptomics and machine learning strategies towards genetic diagnosis.罕见病中的剪接缺陷:转录组学和机器学习策略在基因诊断中的应用。
Brief Bioinform. 2023 Sep 20;24(5). doi: 10.1093/bib/bbad284.
10
Identification of Splice Variants and Isoforms in Transcriptomics and Proteomics.转录组学和蛋白质组学中的剪接变体和同工型鉴定。
Annu Rev Biomed Data Sci. 2023 Aug 10;6:357-376. doi: 10.1146/annurev-biodatasci-020722-044021.
Aging Cell. 2019 Jun;18(3):e12928. doi: 10.1111/acel.12928. Epub 2019 Mar 13.
4
Functional Interaction between U1snRNP and Sam68 Insures Proper 3' End Pre-mRNA Processing during Germ Cell Differentiation.U1snRNP 和 Sam68 之间的功能相互作用确保了生殖细胞分化过程中正确的 3' 端前体 mRNA 加工。
Cell Rep. 2019 Mar 12;26(11):2929-2941.e5. doi: 10.1016/j.celrep.2019.02.058.
5
Gene-Specific Intron Retention Serves as Molecular Signature that Distinguishes Melanoma from Non-Melanoma Cancer Cells in Greek Patients.基因特异性内含子保留可作为分子特征,区分希腊患者的黑素瘤与非黑素瘤癌细胞。
Int J Mol Sci. 2019 Feb 21;20(4):937. doi: 10.3390/ijms20040937.
6
Intron retention is a source of neoepitopes in cancer.内含子保留是癌症中新表位的来源。
Nat Biotechnol. 2018 Dec;36(11):1056-1058. doi: 10.1038/nbt.4239. Epub 2018 Aug 16.
7
JUM is a computational method for comprehensive annotation-free analysis of alternative pre-mRNA splicing patterns.JUM 是一种用于全面注释自由分析替代前体 mRNA 剪接模式的计算方法。
Proc Natl Acad Sci U S A. 2018 Aug 28;115(35):E8181-E8190. doi: 10.1073/pnas.1806018115. Epub 2018 Aug 13.
8
Alternative Splicing Detection Tool-a novel PERL algorithm for sensitive detection of splicing events, based on next-generation sequencing data analysis.可变剪接检测工具——一种基于下一代测序数据分析的用于灵敏检测剪接事件的新型PERL算法。
Ann Transl Med. 2018 Jun;6(12):244. doi: 10.21037/atm.2018.06.32.
9
IntEREst: intron-exon retention estimator.IntEREst:内含子-外显子保留估算器。
BMC Bioinformatics. 2018 Apr 11;19(1):130. doi: 10.1186/s12859-018-2122-5.
10
Intron retention induced by microsatellite expansions as a disease biomarker.微卫星扩展诱导的内含子保留作为疾病生物标志物。
Proc Natl Acad Sci U S A. 2018 Apr 17;115(16):4234-4239. doi: 10.1073/pnas.1716617115. Epub 2018 Apr 2.