Mitochondrial Precursor Protein Import Complex Proteins

线粒体前体蛋白导入复合蛋白
  • 文章类型: Journal Article
    线粒体外膜(OMM)创建了一个边界,该边界导入大多数线粒体蛋白质组,同时去除外来或受损的蛋白质。OMM如何感知异常蛋白质和重塑以维持OMM完整性仍未解决。以前,我们确定了一种线粒体重塑机制,称为线粒体衍生区室(MDC),该机制可去除线粒体蛋白质组的一部分。这里,我们显示MDC特异性地隔离仅位于OMM的蛋白质,为选择线粒体蛋白如何掺入MDC提供解释。值得注意的是,选择性分选到MDC中也发生在OMM中,除非TOM复合物的组装受损,否则将外膜(TOM)复合物的转位酶亚基从MDC中排除。考虑到用线粒体膜蛋白或错误定位的尾部锚定膜蛋白使OMM过载会诱导MDC形成和隔离这些蛋白,我们认为MDCs的一个功能作用是创建一个OMM富集的陷阱,该陷阱从线粒体表面分离和隔离过量的蛋白质。
    The outer mitochondrial membrane (OMM) creates a boundary that imports most of the mitochondrial proteome while removing extraneous or damaged proteins. How the OMM senses aberrant proteins and remodels to maintain OMM integrity remains unresolved. Previously, we identified a mitochondrial remodeling mechanism called the mitochondrial-derived compartment (MDC) that removes a subset of the mitochondrial proteome. Here, we show that MDCs specifically sequester proteins localized only at the OMM, providing an explanation for how select mitochondrial proteins are incorporated into MDCs. Remarkably, selective sorting into MDCs also occurs within the OMM, as subunits of the translocase of the outer membrane (TOM) complex are excluded from MDCs unless assembly of the TOM complex is impaired. Considering that overloading the OMM with mitochondrial membrane proteins or mistargeted tail-anchored membrane proteins induces MDCs to form and sequester these proteins, we propose that one functional role of MDCs is to create an OMM-enriched trap that segregates and sequesters excess proteins from the mitochondrial surface.
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  • 文章类型: Journal Article
    肝细胞癌(HCC)是世界上最致命的恶性肿瘤之一。婆罗门相关基因1(BRG1),作为催化ATP酶,是基因表达的主要调节因子,已知在HCC中突变和过表达。目的探讨BRG1在肝癌细胞中的作用机制。在我们的研究中,BRG1在人HCC细胞系中沉默或过表达。使用Transwell和伤口愈合测定来分析细胞侵袭和迁移。线粒体膜电位(MMP)和线粒体通透性转换孔(mPTP)检测用于评估HCC细胞的线粒体功能。集落形成和细胞凋亡测定用于评估BRG1/TOMM40/ATP5A1对HCC细胞增殖和凋亡/死亡的影响。免疫细胞化学(ICC),免疫荧光(IF)染色和蛋白质印迹分析用于确定BRG1对HCC细胞中TOMM40,ATP5A1通路的影响。因此,敲低BRG1显著抑制细胞增殖和侵袭,促进肝癌细胞凋亡,而BRG1过表达逆转了上述效应。BRG1过表达可上调MMP水平,抑制mPTP开放并激活TOMM40、ATP5A1表达。我们的结果表明,BRG1作为一种癌基因,通过调节影响线粒体功能和ATP5A1合成的TOMM40促进HCC进展。靶向BRG1可能是预防HCC发展的一种新的有效方法。
    Hepatocellular carcinoma (HCC) is one of the most lethal malignant tumors worldwide. Brahma-related gene 1 (BRG1), as a catalytic ATPase, is a major regulator of gene expression and is known to mutate and overexpress in HCC. The purpose of this study was to investigate the mechanism of action of BRG1 in HCC cells. In our study, BRG1 was silenced or overexpressed in human HCC cell lines. Transwell and wound healing assays were used to analyze cell invasiveness and migration. Mitochondrial membrane potential (MMP) and mitochondrial permeability transition pore (mPTP) detection were used to evaluate mitochondrial function in HCC cells. Colony formation and cell apoptosis assays were used to evaluate the effect of BRG1/TOMM40/ATP5A1 on HCC cell proliferation and apoptosis/death. Immunocytochemistry (ICC), immunofluorescence (IF) staining and western blot analysis were used to determine the effect of BRG1 on TOMM40, ATP5A1 pathway in HCC cells. As a result, knockdown of BRG1 significantly inhibited cell proliferation and invasion, promoted apoptosis in HCC cells, whereas BRG1 overexpression reversed the above effects. Overexpression of BRG1 can up-regulate MMP level, inhibit mPTP opening and activate TOMM40, ATP5A1 expression. Our results suggest that BRG1, as an oncogene, promotes HCC progression by regulating TOMM40 affecting mitochondrial function and ATP5A1 synthesis. Targeting BRG1 may represent a new and effective way to prevent HCC development.
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  • 文章类型: Journal Article
    肉豆蔻酰化是一种蛋白质酰化,通过这种酰化将脂肪酸肉豆蔻酸盐添加到目标蛋白质的N末端,由N-肉豆蔻酰基转移酶介导的过程。肉豆蔻酰化正在成为一个有前途的癌症治疗靶点,然而,对N-肉豆蔻酰基转移酶抑制敏感性的分子决定因素或其诱导癌细胞死亡的机制尚未完全了解。我们报道N-肉豆蔻酰基转移酶是在KRAS突变背景下具有LKB1和/或KEAP1突变的肺癌细胞中的新型治疗靶标。肉豆蔻酰化的抑制降低了体外细胞活力和体内肿瘤生长。肉豆蔻酰化的抑制导致线粒体亚铁过载,氧化应激,升高的蛋白质聚(ADP)-核糖基化和parthanatos的死亡。此外,NMT抑制剂使肺癌细胞对铂类化疗敏感。出乎意料的是,线粒体内膜17同源物A的线粒体转运蛋白转运酶(TIM17A)是这些细胞中肉豆蔻酰化抑制剂的关键靶标。TIM17A沉默概括了NMT抑制在诱导线粒体亚铁过载和parthanatos中的作用。此外,肺癌细胞对肉豆蔻酰化抑制的敏感性与其对TIM17A的依赖性相关。这项研究揭示了蛋白质肉豆蔻酰化之间意想不到的联系,线粒体进口机器,和铁稳态。它还揭示了肉豆蔻酰化抑制剂作为癌症中parthanatos的新型诱导物,和新的轴N-肉豆蔻酰基转移酶-TIM17A作为高度侵袭性肺癌的潜在治疗靶标。
    Myristoylation is a type of protein acylation by which the fatty acid myristate is added to the N-terminus of target proteins, a process mediated by N-myristoyltransferases (NMT). Myristoylation is emerging as a promising cancer therapeutic target; however, the molecular determinants of sensitivity to NMT inhibition or the mechanism by which it induces cancer cell death are not completely understood. We report that NMTs are a novel therapeutic target in lung carcinoma cells with LKB1 and/or KEAP1 mutations in a KRAS-mutant background. Inhibition of myristoylation decreases cell viability in vitro and tumor growth in vivo. Inhibition of myristoylation causes mitochondrial ferrous iron overload, oxidative stress, elevated protein poly (ADP)-ribosylation, and death by parthanatos. Furthermore, NMT inhibitors sensitized lung carcinoma cells to platinum-based chemotherapy. Unexpectedly, the mitochondrial transporter translocase of inner mitochondrial membrane 17 homolog A (TIM17A) is a critical target of myristoylation inhibitors in these cells. TIM17A silencing recapitulated the effects of NMT inhibition at inducing mitochondrial ferrous iron overload and parthanatos. Furthermore, sensitivity of lung carcinoma cells to myristoylation inhibition correlated with their dependency on TIM17A. This study reveals the unexpected connection between protein myristoylation, the mitochondrial import machinery, and iron homeostasis. It also uncovers myristoylation inhibitors as novel inducers of parthanatos in cancer, and the novel axis NMT-TIM17A as a potential therapeutic target in highly aggressive lung carcinomas.
    UNASSIGNED: KRAS-mutant lung carcinomas with LKB1 and/or KEAP1 co-mutations have intrinsic therapeutic resistance. We show that these tumors are sensitive to NMT inhibitors, which slow tumor growth in vivo and sensitize cells to platinum-based chemotherapy in vitro. Inhibition of myristoylation causes death by parthanatos and thus has the potential to kill apoptosis and ferroptosis-resistant cancer cells. Our findings warrant investigation of NMT as a therapeutic target in highly aggressive lung carcinomas.
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  • 文章类型: Journal Article
    CHCHD4(MIA40)是线粒体二硫化物中继系统(DRS)的中心组件,是必不可少的,在进化上是保守的。以前,我们已经证明CHCHD4是肿瘤细胞生长的关键调节因子。这里,我们使用全基因组CRISPR/Cas9和SILAC蛋白质组学分析来描述CHCHCHD4在癌症中的重要性机制.我们确定了与肿瘤细胞中CHCHD4重要性相关的常见必需基因/蛋白质的简短列表,其中包括已知DRS底物的复合物I的亚基,和参与关键代谢途径的基因/蛋白质。我们的研究强调了CHCHD4调节的肿瘤细胞生长所必需的一系列核编码线粒体基因。
    CHCHD4 (MIA40) is central to the functions of the mitochondrial disulfide relay system (DRS). CHCHD4 is essential and evolutionarily conserved. Previously, we have shown CHCHD4 to be a critical regulator of tumour cell growth. Here, we use integrated analysis of our genome-wide CRISPR/Cas9 and SILAC proteomic screening data to delineate mechanisms of CHCHD4 essentiality in cancer. We identify a shortlist of common essential genes/proteins regulated by CHCHD4, including subunits of complex I that are known DRS substrates, and genes/proteins involved in key metabolic pathways. Our study highlights a range of CHCHD4-regulated nuclear encoded mitochondrial genes/proteins essential for tumour cell growth.
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  • 文章类型: Journal Article
    线粒体需要广泛的蛋白质组来维持各种代谢反应,细胞需求的变化取决于线粒体蛋白质组成的快速适应。TOM综合体,外膜中线粒体前体的细胞器进入门,是胞质激酶调节蛋白质流入的靶标。载体输入受体TOM70在Ser91的DYRK1A磷酸化使其能够有效对接,从而将前体蛋白转移到TOM复合物中。这里,我们对TOM70的磷酸化进行了详细的分子检测,发现TOM70不是CK2的靶标,也不是MIC19的导入受体。相反,我们将TOM20鉴定为MIC19导入受体,并显示了临床使用的激活TOM20依赖性导入途径的CK2抑制剂CX4945对DYRK1A-TOM70轴的脱靶抑制.一起来看,DYRK1A信号的调节通过TOM70和TOM20依赖的代谢重新布线的输入途径的同步来适应中央线粒体蛋白进入门。因此,DYRK1A作为胞质监测激酶出现,以调节和微调线粒体蛋白生物发生。
    Mitochondria require an extensive proteome to maintain a variety of metabolic reactions, and changes in cellular demand depend on rapid adaptation of the mitochondrial protein composition. The TOM complex, the organellar entry gate for mitochondrial precursors in the outer membrane, is a target for cytosolic kinases to modulate protein influx. DYRK1A phosphorylation of the carrier import receptor TOM70 at Ser91 enables its efficient docking and thus transfer of precursor proteins to the TOM complex. Here, we probe TOM70 phosphorylation in molecular detail and find that TOM70 is not a CK2 target nor import receptor for MIC19 as previously suggested. Instead, we identify TOM20 as a MIC19 import receptor and show off-target inhibition of the DYRK1A-TOM70 axis with the clinically used CK2 inhibitor CX4945 which activates TOM20-dependent import pathways. Taken together, modulation of DYRK1A signalling adapts the central mitochondrial protein entry gate via synchronization of TOM70- and TOM20-dependent import pathways for metabolic rewiring. Thus, DYRK1A emerges as a cytosolic surveillance kinase to regulate and fine-tune mitochondrial protein biogenesis.
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  • 文章类型: Journal Article
    磷酸三(1,3-二氯-2-丙基)酯(TDCPP)是消费品中使用最广泛的有机磷阻燃剂之一。TDCPP已被证实具有神经毒性,但其机制尚未阐明,可能与线粒体自噬有关。AMBRA1可以促进神经自噬,但AMBRA1是否参与TDCPP诱导的神经毒性机制尚未阐明.在这项研究中,通过将小鼠海马神经元暴露于TDCPP,建立了最佳的神经元损伤模型。此外,在这个模型的基础上,使用siRNA敲低AMBRA1。结合qRT-PCR和Westernblot技术,我们确定了AMBRA1介导的线粒体自噬诱导的神经元损伤的体外机制。实验结果表明,TDCPP处理24h导致小鼠海马神经元细胞活力下降,导致神经元损伤.同时,TDCPP暴露增加自噬标记蛋白p62和LC3B,下调线粒体DNAND1损伤和TOMM20蛋白,提示TDCPP暴露促进线粒体自噬。此外,TDCPP暴露导致AMBRA1和线粒体自噬的关键因子表达变化,FUNDC1、PINK1和PARKIN,而线粒体自噬在AMBRA1敲低后被抑制。研究结果表明,暴露于TDCPP可引起神经元损伤并促进线粒体自噬。其机制可能是AMBRA1通过PARKIN依赖性/非依赖性途径促进神经元细胞的线粒体自噬。这项研究揭示了TDCPP对神经系统的毒性作用及其潜在的分子机制。这为进一步了解AMBAR1介导的线粒体自噬的作用机制提供了重要线索。
    Tri(1,3-dichloro-2-propyl)phosphate (TDCPP) is one of the most widely used organophosphorus flame retardants in consumer products. TDCPP has been confirmed to be neurotoxic, but its mechanism has not been clarified and may be related to mitophagy. AMBRA1 can promote neurological autophagy, but whether AMBRA1 is involved in the mechanism of TDCPP-induced neurotoxicity has not been elucidated. In this study, the optimal neuronal damage model was established by exposing mice hippocampal neurons to TDCPP. Furthermore, on the basis of this model, siRNA was used to knock down AMBRA1. Combined with qRT-PCR and Western blot techniques, we identified AMBRA1-mediated mitophagy-induced neuronal damage in vitro mechanism. The experimental results indicated that TDCPP treatment for 24 h led to a decrease in the cell viability of mouse hippocampal neurons, causing neuronal damage. Meanwhile, TDCPP exposure increased autophagy marker proteins p62 and LC3B, and down-regulated mitochondrial DNA ND1 damage and TOMM20 protein, suggesting that TDCPP exposure promoted mitophagy. In addition, TDCPP exposure led to changes in the expression of AMBRA1 and the key factors of mitophagy, FUNDC1, PINK1, and PARKIN, whereas mitophagy was inhibited after knockdown of AMBRA1. The research results indicated that exposure to TDCPP induced neuronal damage and promoted mitophagy. The mechanism may be that AMBRA1 promoted mitophagy in neuronal cells through the PARKIN-dependent/non-dependent pathway. This study revealed the toxic effects of TDCPP on the nervous system and its potential molecular mechanisms, which provided important clues for further understanding the mechanism of action of AMBAR1-mediated mitophagy.
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  • 文章类型: Journal Article
    PTEN诱导的激酶1(PINK1)功能缺失突变是早发性帕金森病(PD)的常见原因。PINK1在受损线粒体的外膜(TOM)复合物的转位酶上的稳定对于其激活至关重要。如何在TOM复合物中激活PINK1的机制尚不清楚。这里,我们报告说,酿酒酵母中人类PINK1和所有7个TOM亚基的共表达足以激活PINK1。我们使用此重建系统来系统地评估每个TOM亚基对PINK1激活的作用。我们明确证明TOM20和TOM70受体亚基是最佳PINK1激活所必需的,并使用AlphaFold结构建模和诱变绘制了它们与PINK1相互作用的位点。我们还证明了含孔亚基TOM40及其结构相关亚基TOM7和TOM22对PINK1激活的重要作用。这些发现将有助于开发PINK1的小分子激活剂作为PD的治疗策略。
    Loss-of-function mutations in PTEN-induced kinase 1 (PINK1) are a frequent cause of early-onset Parkinson\'s disease (PD). Stabilization of PINK1 at the translocase of outer membrane (TOM) complex of damaged mitochondria is critical for its activation. The mechanism of how PINK1 is activated in the TOM complex is unclear. Here, we report that co-expression of human PINK1 and all seven TOM subunits in Saccharomyces cerevisiae is sufficient for PINK1 activation. We use this reconstitution system to systematically assess the role of each TOM subunit toward PINK1 activation. We unambiguously demonstrate that the TOM20 and TOM70 receptor subunits are required for optimal PINK1 activation and map their sites of interaction with PINK1 using AlphaFold structural modeling and mutagenesis. We also demonstrate an essential role of the pore-containing subunit TOM40 and its structurally associated subunits TOM7 and TOM22 for PINK1 activation. These findings will aid in the development of small-molecule activators of PINK1 as a therapeutic strategy for PD.
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  • 文章类型: Case Reports
    TIMM50是TIM23复合物的核心亚基,线粒体内膜转位酶,负责将含有前序列的前体导入线粒体基质和内膜。在这里,我们描述了一个线粒体疾病患者,他是TIMM50中一种新变体的纯合子,并建立了与TIMM50功能障碍相关的线粒体疾病的第一个蛋白质组学图谱。我们证明TIMM50致病变异降低内源性TIM23复合物的水平和活性,显著影响线粒体蛋白质组,导致联合氧化磷酸化(OXPHOS)缺陷和线粒体超微结构的变化。使用来自TIMM50患者成纤维细胞的蛋白质组数据集和TIMM50HEK293疾病细胞模型,我们发现,通过TIM23SORT复合物途径导入的横向释放底物对TIMM50的损失最敏感。参与OXPHOS和线粒体超微结构的蛋白质在TIM23SORT底物池中富集,为TIMM50相关线粒体疾病患者的特定缺陷提供生化机制。这些结果突出了使用蛋白质组学阐明疾病的分子机制和揭示基本生物学的新特征的力量。暗示人类TIMM50在侧向插入中的作用可能比以前理解的更明显。
    TIMM50 is a core subunit of the TIM23 complex, the mitochondrial inner membrane translocase responsible for the import of pre-sequence-containing precursors into the mitochondrial matrix and inner membrane. Here we describe a mitochondrial disease patient who is homozygous for a novel variant in TIMM50 and establish the first proteomic map of mitochondrial disease associated with TIMM50 dysfunction. We demonstrate that TIMM50 pathogenic variants reduce the levels and activity of endogenous TIM23 complex, which significantly impacts the mitochondrial proteome, resulting in a combined oxidative phosphorylation (OXPHOS) defect and changes to mitochondrial ultrastructure. Using proteomic data sets from TIMM50 patient fibroblasts and a TIMM50 HEK293 cell model of disease, we reveal that laterally released substrates imported via the TIM23SORT complex pathway are most sensitive to loss of TIMM50. Proteins involved in OXPHOS and mitochondrial ultrastructure are enriched in the TIM23SORT substrate pool, providing a biochemical mechanism for the specific defects in TIMM50-associated mitochondrial disease patients. These results highlight the power of using proteomics to elucidate molecular mechanisms of disease and uncovering novel features of fundamental biology, with the implication that human TIMM50 may have a more pronounced role in lateral insertion than previously understood.
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  • 文章类型: Journal Article
    背景:hydrogenomes是一种特殊类型的线粒体,在厌氧菌下适应生活。氧气的有限可用性导致膜相关呼吸链的损失,因此,在最小内膜电势(ΔΦ)的产生中,和无效的ATP合成通过底物水平的磷酸化。能量代谢的变化与细胞器生物发生直接相关。在线粒体中,蛋白质通过外膜转运酶(TOM复合物)进入外膜,而内膜的两个移位酶,TIM22和TIM23便于导入内膜和基质。TIM23介导的步骤完全依赖于ΔΦ和ATP水解,而TIM22只需要ΔΦ。氢脂质体内膜转位酶的特征和转位机制目前尚不清楚。
    结果:我们报道了人类寄生虫阴道毛滴虫(TvTIM)的氢体中TIM的前所未有的修饰。我们表明,将含前序列的蛋白质导入氢脂质体基质是由杂合TIM22-TIM23复合物介导的,该复合物包括三个高度发散的核心成分,TvTim22、TvTim23和TvTim17样蛋白。TvTIM的混合特征由TvTim22和TvTim17/23的存在下划线,与小Tim伴侣(Tim9-10)相关联,在线粒体中已知有助于底物转移到TIM22复合物,以及与TIM23特异性ATP依赖性序列转位酶相关运动(PAM)的偶联。基于免疫共沉淀(coIP)和质谱的相互作用组重建表明,杂合TvTIM与旁系同源物的组成变化形成。132kDa纯化的TvTIM的单粒子电子显微镜显示存在单环的小Tims复合物,而线粒体TIM22复合物带有双胞胎小Tims六聚体。TvTIM目前是Opisthokonta之外的唯一可视化TIM,这提出了在真核生物中流行哪种形式的问题。杂合TvTIM与ADP/ATP载体(AAC)的紧密结合表明,AAC可以直接为蛋白质输入提供ATP,因为ATP的合成在氢原子体中受到限制。
    结论:氢体中的杂种TvTIM代表了一种原始的结构解决方案,当ΔΦ可以忽略不计时,它就蛋白质输入而进化,并且是对厌氧生活方式的进化适应的显着例子。
    BACKGROUND: Hydrogenosomes are a specific type of mitochondria that have adapted for life under anaerobiosis. Limited availability of oxygen has resulted in the loss of the membrane-associated respiratory chain, and consequently in the generation of minimal inner membrane potential (Δψ), and inefficient ATP synthesis via substrate-level phosphorylation. The changes in energy metabolism are directly linked with the organelle biogenesis. In mitochondria, proteins are imported across the outer membrane via the Translocase of the Outer Membrane (TOM complex), while two Translocases of the Inner Membrane, TIM22, and TIM23, facilitate import to the inner membrane and matrix. TIM23-mediated steps are entirely dependent on Δψ and ATP hydrolysis, while TIM22 requires only Δψ. The character of the hydrogenosomal inner membrane translocase and the mechanism of translocation is currently unknown.
    RESULTS: We report unprecedented modification of TIM in hydrogenosomes of the human parasite Trichomonas vaginalis (TvTIM). We show that the import of the presequence-containing protein into the hydrogenosomal matrix is mediated by the hybrid TIM22-TIM23 complex that includes three highly divergent core components, TvTim22, TvTim23, and TvTim17-like proteins. The hybrid character of the TvTIM is underlined by the presence of both TvTim22 and TvTim17/23, association with small Tim chaperones (Tim9-10), which in mitochondria are known to facilitate the transfer of substrates to the TIM22 complex, and the coupling with TIM23-specific ATP-dependent presequence translocase-associated motor (PAM). Interactome reconstruction based on co-immunoprecipitation (coIP) and mass spectrometry revealed that hybrid TvTIM is formed with the compositional variations of paralogs. Single-particle electron microscopy for the 132-kDa purified TvTIM revealed the presence of a single ring of small Tims complex, while mitochondrial TIM22 complex bears twin small Tims hexamer. TvTIM is currently the only TIM visualized outside of Opisthokonta, which raised the question of which form is prevailing across eukaryotes. The tight association of the hybrid TvTIM with ADP/ATP carriers (AAC) suggests that AAC may directly supply ATP for the protein import since ATP synthesis is limited in hydrogenosomes.
    CONCLUSIONS: The hybrid TvTIM in hydrogenosomes represents an original structural solution that evolved for protein import when Δψ is negligible and remarkable example of evolutionary adaptation to an anaerobic lifestyle.
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  • 文章类型: Journal Article
    可变剪接事件是复杂性状的主要因果机制,但由于短读测序的局限性,它们的研究不足。这里,我们通过29个细胞亚群的长读数测序,从个体中产生人免疫细胞的全长同工型注释.这包含许多未注释的转录物和同种型,例如阿尔茨海默氏病基因座中TOMM40-APOE的通读转录物。我们描述了同工型的特征,并表明重复元素显着解释了未注释的同工型的多样性,提供对人类基因组进化的洞察。此外,一些同种型以细胞类型特异性方式表达,其替代3'-UTR的使用有助于其特异性。Further,我们通过同种型开关分析以及将几个数量性状基因座分析与全基因组关联研究数据整合来鉴定疾病相关同种型.我们的发现将通过可变剪接促进复杂疾病机制的阐明。
    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.
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