cytidine deaminase

胞苷脱氨酶
  • 文章类型: Journal Article
    顺铂联合培美曲塞仍是恶性胸膜间皮瘤(MPM)的金标准化疗,尽管抵抗和反应不佳构成了重大挑战。胞苷脱氨酶(CDA)是核苷酸补救途径中的关键酶,参与化疗的适应性应激反应。胞苷类似物卡培他滨及其代谢物5'-脱氧-5-氟胞苷(5'-DFCR)通过CDA转化为5-氟尿嘧啶,影响DNA和RNA代谢。这项研究调查了一种依赖于时间表的治疗策略,提出初始化疗诱导CDA表达,使细胞对随后的卡培他滨治疗敏感。基础CDA蛋白在不同的间皮瘤细胞系中表达较低,但在相应的异种移植物中表达增加。标准化疗以时间表依赖性方式在体外和体内增加MPM细胞中的CDA蛋白水平。这与上皮-间质转化和转录水平的HIF-1α表达有关。此外,用顺铂和培美曲塞联合治疗对卡培他滨敏感的MPM异种移植物。对由98例人MPM患者的样品组成的组织微阵列(TMA)的分析显示,大多数人MPM样品具有阴性CDA表达。虽然基于CDA表达的匹配样本的存活曲线清楚地分离,由于样本量有限,没有达到显著性。在不匹配的样本中,CDA在新辅助治疗之前而不是之后的表达与较差的总生存期显著相关。总之,化疗增加异种移植物中CDA的表达,这与我们在MPM和肺癌中的体外结果一致。一组匹配的患者样本显示治疗后CDA表达增加,提示基于化疗和卡培他滨的时间表依赖性治疗策略可能使选定的MPM患者群体受益.
    The combination of cisplatin and pemetrexed remains the gold standard chemotherapy for malignant pleural mesothelioma (MPM), although resistance and poor response pose a significant challenge. Cytidine deaminase (CDA) is a key enzyme in the nucleotide salvage pathway and is involved in the adaptive stress response to chemotherapy. The cytidine analog capecitabine and its metabolite 5\'-deoxy-5-fluorocytidine (5\'-DFCR) are converted via CDA to 5-fluorouracil, which affects DNA and RNA metabolism. This study investigated a schedule-dependent treatment strategy, proposing that initial chemotherapy induces CDA expression, sensitizing cells to subsequent capecitabine treatment. Basal CDA protein expression was low in different mesothelioma cell lines but increased in the corresponding xenografts. Standard chemotherapy increased CDA protein levels in MPM cells in vitro and in vivo in a schedule-dependent manner. This was associated with epithelial-to-mesenchymal transition and with HIF-1alpha expression at the transcriptional level. In addition, pretreatment with cisplatin and pemetrexed in combination sensitized MPM xenografts to capecitabine. Analysis of a tissue microarray (TMA) consisting of samples from 98 human MPM patients revealed that most human MPM samples had negative CDA expression. While survival curves based on CDA expression in matched samples clearly separated, significance was not reached due to the limited sample size. In non-matched samples, CDA expression before but not after neoadjuvant therapy was significantly associated with worse overall survival. In conclusion, chemotherapy increases CDA expression in xenografts, which is consistent with our in vitro results in MPM and lung cancer. A subset of matched patient samples showed increased CDA expression after therapy, suggesting that a schedule-dependent treatment strategy based on chemotherapy and capecitabine may benefit a selected MPM patient population.
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  • 文章类型: Journal Article
    活化诱导的胞苷脱氨酶(AID)是抗体多样化所需的B细胞特异性突变体。然而,它还与几种B细胞恶性肿瘤的病因有关。在有某些血癌风险的患者中评估AID诱导的突变负荷对于评估疾病严重程度和治疗选择至关重要。我们已经开发了一种数字PCR(dPCR)测定法,该测定法使我们能够定量由AID修饰或DNA双链断裂(DSB)形成引起的突变,并在已知易于发生DSB的位点进行修复。该测定的实施表明未成熟B细胞中AID水平的增加增加了与染色体易位形成相关的基因座处的基因组不稳定性。这包括通常参与易位的CRLF2基因座,该易位与急性淋巴细胞白血病(ALL)亚型相关,该亚型不成比例地影响西班牙裔,尤其是那些有拉丁美洲血统的人。使用dPCR,我们在来自西班牙裔ALL患者和健康西班牙裔供体的B细胞来源的基因组DNA中表征了CRLF2基因座,并发现两者的突变增加。这表明CRLF2对DNA损伤的脆弱性可能会导致这种健康差异。我们检测和量化这些突变的能力将加强未来的风险识别,早期发现癌症,和减少相关的癌症健康差距。
    Activation-induced cytidine deaminase (AID) is a B cell-specific mutator required for antibody diversification. However, it is also implicated in the etiology of several B cell malignancies. Evaluating the AID-induced mutation load in patients at-risk for certain blood cancers is critical in assessing disease severity and treatment options. We have developed a digital PCR (dPCR) assay that allows us to quantify mutations resulting from AID modification or DNA double-strand break (DSB) formation and repair at sites known to be prone to DSBs. Implementation of this assay shows that increased AID levels in immature B cells increase genome instability at loci linked to chromosomal translocation formation. This includes the CRLF2 locus that is often involved in translocations associated with a subtype of acute lymphoblastic leukemia (ALL) that disproportionately affects Hispanics, particularly those with Latin American ancestry. Using dPCR, we characterize the CRLF2 locus in B cell-derived genomic DNA from both Hispanic ALL patients and healthy Hispanic donors and found increased mutations in both, suggesting that vulnerability to DNA damage at CRLF2 may be driving this health disparity. Our ability to detect and quantify these mutations will potentiate future risk identification, early detection of cancers, and reduction of associated cancer health disparities.
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  • 文章类型: Journal Article
    严重急性呼吸道综合征冠状病毒2(SARS-CoV-2)自出现以来已获得多种突变。对感染患者的SARS-CoV-2基因组的分析显示出对C-U突变的偏见,建议由载脂蛋白BmRNA编辑酶多肽样3(APOBEC3,A3)胞嘧啶脱氨酶蛋白引起。然而,A3酶在SARS-CoV-2复制中的作用尚不清楚。为了解决这个问题,我们研究了A3家族蛋白对缺乏A3A至A3G基因的髓系白血病细胞系THP-1中SARS-CoV-2复制的影响。武汉,BA.1和BA.5变体在稳定表达血管紧张素转化酶2(ACE2)蛋白的亲本和A3A至A3G空THP-1细胞中具有相当的病毒复制。另一方面,在经过20天的一系列传代实验中,这些变体的复制和感染性在A3A-至A3G-nullTHP-1-ACE2细胞中被消除.与以前的报告相比,在传代实验中,我们没有观察到A3诱导的SARS-CoV-2诱变的证据。此外,我们对大量可公开获得的SARS-CoV-2基因组的分析未发现A3诱导突变的确凿证据.我们的研究表明,A3家族蛋白可以积极促进SARS-CoV-2的复制;然而,这种效应是不依赖脱氨酶的。
    Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has acquired multiple mutations since its emergence. Analyses of the SARS-CoV-2 genomes from infected patients exhibit a bias toward C-to-U mutations, which are suggested to be caused by the apolipoprotein B mRNA editing enzyme polypeptide-like 3 (APOBEC3, A3) cytosine deaminase proteins. However, the role of A3 enzymes in SARS-CoV-2 replication remains unclear. To address this question, we investigated the effect of A3 family proteins on SARS-CoV-2 replication in the myeloid leukemia cell line THP-1 lacking A3A to A3G genes. The Wuhan, BA.1, and BA.5 variants had comparable viral replication in parent and A3A-to-A3G-null THP-1 cells stably expressing angiotensin-converting enzyme 2 (ACE2) protein. On the other hand, the replication and infectivity of these variants were abolished in A3A-to-A3G-null THP-1-ACE2 cells in a series of passage experiments over 20 days. In contrast to previous reports, we observed no evidence of A3-induced SARS-CoV-2 mutagenesis in the passage experiments. Furthermore, our analysis of a large number of publicly available SARS-CoV-2 genomes did not reveal conclusive evidence for A3-induced mutagenesis. Our studies suggest that A3 family proteins can positively contribute to SARS-CoV-2 replication; however, this effect is deaminase-independent.
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  • 文章类型: Journal Article
    秀丽隐杆线虫中轴突再生的途径被SVH-1激活,SVH-1是一种属于HGF/纤溶酶原家族的生长因子。SVH-1是一种双重功能因子,可作为HGF样生长因子促进轴突再生,并作为蛋白酶调节早期发育。重要的是要了解SVH-1如何从蛋白酶转化为用于轴突再生的生长因子。在这项研究中,我们证明胞苷脱氨酶(CDD)SVH-17/CDD-2在SVH-1的功能转化中起作用。我们发现,SVH-1的Asp-His-Ser催化三联体中His-755与Tyr的密码子交换可以抑制轴突再生中的cdd-2缺陷。此外,SVH-1激活轴突再生需要svh-1mRNA中His-755位点周围的茎发夹结构。这些结果表明,CDD-2通过修饰svh-1mRNA将SVH-1的功能从蛋白酶转化为生长因子来促进轴突再生。
    The pathway for axon regeneration in Caenorhabditis elegans is activated by SVH-1, a growth factor belonging to the HGF/plasminogen family. SVH-1 is a dual-function factor that acts as an HGF-like growth factor to promote axon regeneration and as a protease to regulate early development. It is important to understand how SVH-1 is converted from a protease to a growth factor for axon regeneration. In this study, we demonstrate that cytidine deaminase (CDD) SVH-17/CDD-2 plays a role in the functional conversion of SVH-1. We find that the codon exchange of His-755 to Tyr in the Asp-His-Ser catalytic triad of SVH-1 can suppress the cdd-2 defect in axon regeneration. Furthermore, the stem hairpin structure around the His-755 site in svh-1 mRNA is required for the activation of axon regeneration by SVH-1. These results suggest that CDD-2 promotes axon regeneration by transforming the function of SVH-1 from a protease to a growth factor through modification of svh-1 mRNA.
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  • 文章类型: Journal Article
    载脂蛋白BmRNA编辑催化多肽样(APOBEC)家族的酶是在DNA和RNA中将胞嘧啶转化为尿嘧啶的胞嘧啶脱氨酶。在这些蛋白质中,APOBEC3亚家族成员,APOBEC3A(A3A)和APOBEC3B(A3B),是癌细胞突变的主要来源。癌细胞中A3A和A3B的异常表达导致具有特定单碱基取代(SBS)特征的突变积累,以C→T和C→G变化为特征,在许多肿瘤类型中。除了助长诱变,A3A和A3B,特别是A3A,诱导DNA复制应激,DNA损伤,通过它们的催化活性和染色体的不稳定性,触发一系列细胞反应。因此,A3A/B已成为癌症发展过程中基因组进化的关键驱动因素,有助于肿瘤发生,肿瘤异质性,和治疗抗性。然而,A3A/B在癌细胞中的表达呈现了可用于治疗的癌症脆弱性。在这次审查中,我们讨论了最近的研究,阐明了调节A3A表达的机制和A3A在癌症中的影响。我们还回顾了A3A抑制剂的最新进展,并对A3A的未来研究方向进行了展望。
    Enzymes of the apolipoprotein B mRNA editing catalytic polypeptide like (APOBEC) family are cytosine deaminases that convert cytosine to uracil in DNA and RNA. Among these proteins, APOBEC3 sub-family members, APOBEC3A (A3A) and APOBEC3B (A3B), are prominent sources of mutagenesis in cancer cells. The aberrant expression of A3A and A3B in cancer cells leads to accumulation of mutations with specific single-base substitution (SBS) signatures, characterized by C→T and C→G changes, in a number of tumor types. In addition to fueling mutagenesis, A3A and A3B, particularly A3A, induce DNA replication stress, DNA damage, and chromosomal instability through their catalytic activities, triggering a range of cellular responses. Thus, A3A/B have emerged as key drivers of genome evolution during cancer development, contributing to tumorigenesis, tumor heterogeneity, and therapeutic resistance. Yet, the expression of A3A/B in cancer cells presents a cancer vulnerability that can be exploited therapeutically. In this review, we discuss the recent studies that shed light on the mechanisms regulating A3A expression and the impact of A3A in cancer. We also review recent advances in the development of A3A inhibitors and provide perspectives on the future directions of A3A research.
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  • 文章类型: Journal Article
    非常规甲基营养酵母Komagataellaphafii被广泛应用于工业酶的生产中,药用蛋白质,和各种高价值化学品。为K.phafii开发强大而通用的基因组编辑工具对于设计越来越先进的细胞工厂至关重要。这里,我们首先基于CRISPR-nCas9系统开发了一种用于K.phafii的碱基编辑方法。我们设计了24种不同的基础编辑器结构,使用各种启动子和胞苷脱氨酶(CDAs)。最佳碱基编辑器(PAOX2*-KpA3A-nCas9-KpUGI-DAS1TT)包含截短的AOX2启动子(PAOX2*),一种K.phafii密码子优化的人APOBEC3ACDA(KpA3A),人密码子优化的nCas9(D10A),和K.phafii密码子优化的尿嘧啶糖基化酶抑制剂(KpUGI)。这个最佳的基础编辑器在K.phafii中有效地执行了C到T编辑,与单-,double-,三基因座编辑效率高达96.0%,65.0%,和5.0%,分别,在从C-18到C-12的7个核苷酸窗口内。为了扩大可靶向基因组区域,我们还用nSpG和nSpRy替换了最佳基础编辑器中的nCas9,NGN-前间隔区相邻基序(PAM)位点的C-T编辑效率达到50.0%-60.0%,NRN-PAM位点的C-T编辑效率达到20.0%-93.2%,分别。因此,这些构建的基础编辑器已经成为基因功能研究的强大工具,代谢工程,基因改良,以及K.phafii的功能基因组学研究。
    The nonconventional methylotrophic yeast Komagataella phaffii is widely applied in the production of industrial enzymes, pharmaceutical proteins, and various high-value chemicals. The development of robust and versatile genome editing tools for K. phaffii is crucial for the design of increasingly advanced cell factories. Here, we first developed a base editing method for K. phaffii based on the CRISPR-nCas9 system. We engineered 24 different base editor constructs, using a variety of promoters and cytidine deaminases (CDAs). The optimal base editor (PAOX2*-KpA3A-nCas9-KpUGI-DAS1TT) comprised a truncated AOX2 promoter (PAOX2*), a K. phaffii codon-optimized human APOBEC3A CDA (KpA3A), human codon-optimized nCas9 (D10A), and a K. phaffii codon-optimized uracil glycosylase inhibitor (KpUGI). This optimal base editor efficiently performed C-to-T editing in K. phaffii, with single-, double-, and triple-locus editing efficiencies of up to 96.0%, 65.0%, and 5.0%, respectively, within a 7-nucleotide window from C-18 to C-12. To expand the targetable genomic region, we also replaced nCas9 in the optimal base editor with nSpG and nSpRy, and achieved 50.0%-60.0% C-to-T editing efficiency for NGN-protospacer adjacent motif (PAM) sites and 20.0%-93.2% C-to-T editing efficiency for NRN-PAM sites, respectively. Therefore, these constructed base editors have emerged as powerful tools for gene function research, metabolic engineering, genetic improvement, and functional genomics research in K. phaffii.
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  • 文章类型: Journal Article
    背景:RNA-DNA杂交体或R环与有害的基因组不稳定性和保护性免疫球蛋白类别转换重组(CSR)有关。然而,调节R环的两个相反函数的潜在现象是未知的。值得注意的是,保护R环免受经典RNaseH介导的消化从而促进CSR相关R环在CSR期间持续存在的潜在机制仍然难以捉摸。
    结果:这里,我们报告说,在企业社会责任期间,在免疫球蛋白重链(IgH)上形成的R环通过核糖2'-O-甲基化(2'-OMe)修饰。此外,我们发现2'-O-甲基转移酶纤丝蛋白(FBL)与活化诱导的胞苷脱氨酶(AID)相关的snoRNAaSNORD1C相互作用,以促进2'-OMe。此外,删除AIDC末端尾部会损害其与aSNORD1C和FBL的关联。中断FBL,AID或aSNORD1C表达严重损害2'-OMe,R环稳定性和CSR。令人惊讶的是,FBL,AID的相互作用伴侣和aSNORD1C促进AID靶向IgH基因座。
    结论:综合来看,我们的结果表明,2'-OMe可以稳定IgH相关的R环,从而实现生产性CSR。这些结果将阐明AID介导的CSR,并解释R环相关基因组不稳定性的机制。
    BACKGROUND: RNA-DNA hybrids or R-loops are associated with deleterious genomic instability and protective immunoglobulin class switch recombination (CSR). However, the underlying phenomenon regulating the two contrasting functions of R-loops is unknown. Notably, the underlying mechanism that protects R-loops from classic RNase H-mediated digestion thereby promoting persistence of CSR-associated R-loops during CSR remains elusive.
    RESULTS: Here, we report that during CSR, R-loops formed at the immunoglobulin heavy (IgH) chain are modified by ribose 2\'-O-methylation (2\'-OMe). Moreover, we find that 2\'-O-methyltransferase fibrillarin (FBL) interacts with activation-induced cytidine deaminase (AID) associated snoRNA aSNORD1C to facilitate the 2\'-OMe. Moreover, deleting AID C-terminal tail impairs its association with aSNORD1C and FBL. Disrupting FBL, AID or aSNORD1C expression severely impairs 2\'-OMe, R-loop stability and CSR. Surprisingly, FBL, AID\'s interaction partner and aSNORD1C promoted AID targeting to the IgH locus.
    CONCLUSIONS: Taken together, our results suggest that 2\'-OMe stabilizes IgH-associated R-loops to enable productive CSR. These results would shed light on AID-mediated CSR and explain the mechanism of R-loop-associated genomic instability.
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  • 文章类型: Journal Article
    癌症是基因组突变的结果,其随后的进展部分依赖于核糖体产量的增加,以维持高水平的蛋白质合成,从而不受控制的细胞生长。最近,胞苷脱氨酶已被发现是癌症中诱变的来源。为了在这两种癌症驱动过程之间建立联系,我们询问了胞苷脱氨酶蛋白家族在人类核糖体生物发生中的潜在作用。我们通过实验室建立的筛选平台鉴定并验证了APOBEC3A和APOBEC4是新的核糖体生物发生因子,用于发现MCF10A细胞中核仁功能的调节因子。通过siRNA耗竭实验,我们强调了APOBEC3A在制造核糖体中的要求以及在形成大亚基5.8S和28S核糖体(r)RNA的加工和成熟步骤中的特定作用。我们证明了APOBEC3A的一个子集位于核仁内,并与关键的核糖体生物发生因子相关。通过野生型和催化死亡突变的APOBEC3A的瞬时过表达揭示了机制洞察力,同时增加细胞生长和蛋白质合成。通过创新的核RNA测序方法,我们仅在pre-rRNA和pre-mRNA上确定了适度的预测APOBEC3AC-U靶位点。我们的工作揭示了APOBEC3A在核糖体生物发生中的潜在直接作用,可能与其编辑功能无关。更广泛地说,我们发现APOBEC3A通过其在核糖体生物发生中的功能在癌症病理学中的额外功能,扩大其作为癌症治疗靶标的相关性。
    Cancer initiates as a consequence of genomic mutations and its subsequent progression relies in part on increased production of ribosomes to maintain high levels of protein synthesis for unchecked cell growth. Recently, cytidine deaminases have been uncovered as sources of mutagenesis in cancer. In an attempt to form a connection between these 2 cancer driving processes, we interrogated the cytidine deaminase family of proteins for potential roles in human ribosome biogenesis. We identified and validated APOBEC3A and APOBEC4 as novel ribosome biogenesis factors through our laboratory\'s established screening platform for the discovery of regulators of nucleolar function in MCF10A cells. Through siRNA depletion experiments, we highlight APOBEC3A\'s requirement in making ribosomes and specific role within the processing and maturation steps that form the large subunit 5.8S and 28S ribosomal (r)RNAs. We demonstrate that a subset of APOBEC3A resides within the nucleolus and associates with critical ribosome biogenesis factors. Mechanistic insight was revealed by transient overexpression of both wild-type and a catalytically dead mutated APOBEC3A, which both increase cell growth and protein synthesis. Through an innovative nuclear RNA sequencing methodology, we identify only modest predicted APOBEC3A C-to-U target sites on the pre-rRNA and pre-mRNAs. Our work reveals a potential direct role for APOBEC3A in ribosome biogenesis likely independent of its editing function. More broadly, we found an additional function of APOBEC3A in cancer pathology through its function in ribosome biogenesis, expanding its relevance as a target for cancer therapeutics.
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  • 文章类型: Journal Article
    高的自发突变率对于获得理想的表型和探索基因与表型之间的关系至关重要。如何打破生物体的遗传稳定性,提高突变频率成为研究热点。这里,我们提出了一种实用且可控的进化工具(oMut-Cgts),该工具基于谷氨酸棒杆菌的双遗传水平修饰工程。首先,基于RNA聚合酶α亚基和DNA解旋酶Cgl0854作为胞苷脱氨酶(pmCDA1)的“码头”的转录和复制水平的修饰工程显着增加了突变率,证明pmCDA1在瞬时ssDNA周围的定位是基因组突变所必需的。然后,双遗传水平的联合改造和工程优化使突变率提高了1.02×104倍。基因组测序表明,oMut-Cgts在全基因组范围内执行均匀有效的C:G→T:A转换。此外,oMut-Cgts介导的谷氨酸棒杆菌在胁迫下的快速进化(酸,氧化和乙醇)耐受性证明该工具在多维生物工程(快速表型进化,基因功能挖掘和蛋白质进化)。本研究中提供的快速基因组进化策略有望适用于所有原核细胞的各种应用。
    High spontaneous mutation rate is crucial for obtaining ideal phenotype and exploring the relationship between genes and phenotype. How to break the genetic stability of organisms and increase the mutation frequency has become a research hotspot. Here, we present a practical and controllable evolutionary tool (oMut-Cgts) based on dual genetic level modification engineering for Corynebacterium glutamicum. Firstly, the modification engineering of transcription and replication levels based on RNA polymerase α subunit and DNA helicase Cgl0854 as the \'dock\' of cytidine deaminase (pmCDA1) significantly increased the mutation rate, proving that the localization of pmCDA1 around transient ssDNA is necessary for genome mutation. Then, the combined modification and optimization of engineering at dual genetic level achieved 1.02 × 104-fold increased mutation rate. The genome sequencing revealed that the oMut-Cgts perform uniform and efficient C:G→T:A transitions on a genome-wide scale. Furthermore, oMut-Cgts-mediated rapid evolution of C. glutamicum with stress (acid, oxidative and ethanol) tolerance proved that the tool has powerful functions in multi-dimensional biological engineering (rapid phenotype evolution, gene function mining and protein evolution). The strategies for rapid genome evolution provided in this study are expected to be applicable to a variety of applications in all prokaryotic cells.
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  • 文章类型: Journal Article
    APOBEC/AID家族以其突变活性而闻名,最近的证据也支持ADAR的潜在影响。此外,尚未研究APOBEC/ADAR突变对突变的影响.TCGA外显子组的评估在非同义APOBEC1、APOBEC3B、APOBEC3C,ADAR,和ADARB1突变,与同义的外显子相比。主成分(PC)分析将癌症外显子组/基因组中的潜在参与者数量减少到8个,和五种癌症类型。多变量回归分析用于评估PCs对癌症外显子组/基因组和特定癌症中每个COSMIC突变特征的影响。识别几个新颖的链接,包括SBS17b,SBS18和ID7主要由APOBEC1mRNA水平决定;SBS40,ID1和ID2按年龄决定;SBS3和SBS16按APOBEC3A/APOBEC3BmRNA水平决定;ID5和DBS9按DNA修复/复制(DRR)缺陷决定;和SBS7a-d,SBS38、ID4、ID8、ID13和DBS1受紫外(UV)辐射/ADARB1mRNA水平的影响。APOBEC/ADAR突变似乎增强了DRR缺陷对几种突变特征的影响,一些因素似乎反过来影响某些签名。这些发现可能暗示某些APOBEC/ADAR突变/mRNA水平在不同的突变特征中,特别是与衰老相关的特征中的APOBEC1mRNA水平和与紫外线辐射相关的特征中的ADARB1mRNA水平。
    The APOBEC/AID family is known for its mutator activity, and recent evidence also supports the potential impact of ADARs. Furthermore, the mutator impacts of APOBEC/ADAR mutations have not yet been investigated. Assessment of pancancer TCGA exomes identified enriched somatic variants among exomes with nonsynonymous APOBEC1, APOBEC3B, APOBEC3C, ADAR, and ADARB1 mutations, compared to exomes with synonymous ones. Principal component (PC) analysis reduced the number of potential players to eight in cancer exomes/genomes, and to five in cancer types. Multivariate regression analysis was used to assess the impact of the PCs on each COSMIC mutational signature among pancancer exomes/genomes and particular cancers, identifying several novel links, including SBS17b, SBS18, and ID7 mainly determined by APOBEC1 mRNA levels; SBS40, ID1, and ID2 by age; SBS3 and SBS16 by APOBEC3A/APOBEC3B mRNA levels; ID5 and DBS9 by DNA repair/replication (DRR) defects; and SBS7a-d, SBS38, ID4, ID8, ID13, and DBS1 by ultraviolet (UV) radiation/ADARB1 mRNA levels. APOBEC/ADAR mutations appeared to potentiate the impact of DRR defects on several mutational signatures, and some factors seemed to inversely affect certain signatures. These findings potentially implicate certain APOBEC/ADAR mutations/mRNA levels in distinct mutational signatures, particularly APOBEC1 mRNA levels in aging-related signatures and ADARB1 mRNA levels in UV radiation-related signatures.
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