Mutation Rate

突变率
  • 文章类型: Journal Article
    微生物和癌细胞中的极端突变率可导致错误诱导的灭绝(EEX)。每个后代细胞最终都会获得致命的突变。在这项工作中,在不断增长的人口中,我们研究了n种不同类型的关键出生-死亡过程作为EEX的出生-死亡模型。每个类型-i细胞以相同的速率独立地分裂(i)→(i)+(i)或突变(i)→(i+1)。细胞总数随着Yule过程呈指数增长,直到出现n型细胞,哪种细胞类型只能以速率1分裂或死亡。这使得整个过程变得至关重要,因此在指数生长阶段之后,所有细胞最终死亡的概率为1。我们为一般的n型临界生死过程提供了长时间的渐近结果。我们发现,k型细胞数的质量函数具有代数和固定尾(大小)-1-χk,当χk=21-k时,对于k=2,_,n,与第一种类型的指数尾巴形成鲜明对比。相同的指数描述了渐近生存概率(时间)-ζk的尾部。我们介绍了该结果在研究生物种群中无法忍受的突变率导致的灭绝中的应用。
    Extreme mutation rates in microbes and cancer cells can result in error-induced extinction (EEX), where every descendant cell eventually acquires a lethal mutation. In this work, we investigate critical birth-death processes with n distinct types as a birth-death model of EEX in a growing population. Each type-i cell divides independently ( i ) → ( i ) + ( i ) or mutates ( i ) → ( i + 1 ) at the same rate. The total number of cells grows exponentially as a Yule process until a cell of type-n appears, which cell type can only divide or die at rate one. This makes the whole process critical and hence after the exponentially growing phase eventually all cells die with probability one. We present large-time asymptotic results for the general n-type critical birth-death process. We find that the mass function of the number of cells of type-k has algebraic and stationary tail ( size ) - 1 - χ k , with χ k = 2 1 - k , for k = 2 , ⋯ , n , in sharp contrast to the exponential tail of the first type. The same exponents describe the tail of the asymptotic survival probability ( time ) - ξ k . We present applications of the results for studying extinction due to intolerable mutation rates in biological populations.
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  • 文章类型: Journal Article
    产生肺炎克雷伯菌碳青霉烯酶(KPC)变体的肺炎克雷伯菌菌株对头孢他啶-阿维巴坦(CZA)具有抗性,通常对美罗培南(MEM)敏感。提示这种碳青霉烯抗生素的潜在治疗用途。然而,体外研究表明,这些菌株可以突变成为MEM抗性,引起人们对碳青霉烯类抗生素作为治疗选择的有效性的担忧。我们已经研究了在属于ST11的CZA抗性肺炎克雷伯菌中,从MEM敏感性KPC-114向MEM抗性KPC-2的逆转发生的突变率。进行两步波动测定(FA)。简而言之,将显示1µg/mLMEMMIC的产生KPC-114的肺炎克雷伯菌的初始培养物涂在含有2-8µg/mLMEM的Mueller-Hinton琼脂平板上。FA的第二步,在4-16µg/mL时,从2µg/mLMEM获得的突变菌落进行MEM。使用最大似然估计计算突变率。亲本和突变菌株由IlluminaNextSeq测序,并通过变异识别分析预测突变。在8微克/毫升MEM,来自亲本CZA抗性(MIC≥64µg/mL)/MEM敏感(MIC=1µg/mL)KPC-114阳性肺炎克雷伯菌的突变体表现出3.05×10-19突变/细胞/代的累积突变率,而在16µg/mLMEM时,1.33×10-19个突变/细胞/代的累积突变率导致KPC-114(S181_P182缺失)恢复为KPC-2.这些发现突出表明,在CZA耐药肺炎克雷伯菌ST11中,MEM敏感型KPC-114向MEM耐药型KPC-2的逆转与低突变率相关,这表明治疗失败的风险较低。体内研究对于证实MEM对抗CZA抗性KPC变体的临床潜力是必要的。重要性由于治疗选择有限,耐碳青霉烯类肺炎克雷伯菌中头孢他啶-阿维巴坦(CZA)耐药性的出现是一个主要问题。引人注目的是,介导CZA耐药的KPC突变通常与美罗培南易感性相关,提示这种碳青霉烯抗生素的潜在治疗用途。然而,美罗培南易感,美罗培南耐药的逆转是可以预期的。因此,了解与该遗传事件相关的突变率对于评估美罗培南对CZA耐药的产生KPC的肺炎克雷伯菌的潜在用途至关重要.在这项研究中,我们展示,在体外,在高浓度的美罗培南下,在属于全球高风险ST11的CZA耐药/美罗培南易感肺炎克雷伯菌中,KPC-114向KPC-2的逆转与低突变率有关。
    Klebsiella pneumoniae strains that produce Klebsiella pneumoniae Carbapenemase (KPC) variants displaying resistance to ceftazidime-avibactam (CZA) often remain susceptible to meropenem (MEM), suggesting a potential therapeutic use of this carbapenem antibiotic. However, in vitro studies indicate that these sorts of strains can mutate becoming MEM-resistant, raising concerns about the effectiveness of carbapenems as treatment option. We have studied mutation rates occurring from the reversion of MEM-susceptible KPC-114 to MEM-resistant KPC-2, in CZA-resistant K. pneumoniae belonging to ST11. Two-step fluctuation assays (FAs) were conducted. In brief, initial cultures of KPC-114-producing K. pneumoniae showing 1 µg/mL MEM MIC were spread on Mueller-Hinton agar plates containing 2-8 µg/mL MEM. A second step of FA, at 4-16 µg/mL MEM was performed from a mutant colony obtained at 2 µg/mL MEM. Mutation rates were calculated using maximum likelihood estimation. Parental and mutant strains were sequenced by Illumina NextSeq, and mutations were predicted by variant-calling analysis. At 8 µg/mL MEM, mutants derived from parental CZA-resistant (MIC ≥ 64 µg/mL)/MEM-susceptible (MIC = 1 µg/mL) KPC-114-positive K. pneumoniae exhibited an accumulative mutation rate of 3.05 × 10-19 mutations/cell/generation, whereas at 16 µg/mL MEM an accumulative mutation rate of 1.33 × 10-19 mutations/cell/generation resulted in the reversion of KPC-114 (S181_P182 deletion) to KPC-2. These findings highlight that the reversion of MEM-susceptible KPC-114 to MEM-resistant KPC-2, in CZA-resistant K. pneumoniae ST11 is related to low mutation rates suggesting a low risk of therapeutic failure. In vivo investigations are necessary to confirm the clinical potential of MEM against CZA-resistant KPC variants.IMPORTANCEThe emergence of ceftazidime-avibactam (CZA) resistance among carbapenem-resistant Klebsiella pneumoniae is a major concern due to the limited therapeutic options. Strikingly, KPC mutations mediating CZA resistance are generally associated with meropenem susceptibility, suggesting a potential therapeutic use of this carbapenem antibiotic. However, the reversion of meropenem-susceptible to meropenem-resistant could be expected. Therefore, knowing the mutation rate related to this genetic event is essential to estimate the potential use of meropenem against CZA-resistant KPC-producing K. pneumoniae. In this study, we demonstrate, in vitro, that under high concentrations of meropenem, reversion of KPC-114 to KPC-2 in CZA-resistant/meropenem-susceptible K. pneumoniae belonging to the global high-risk ST11 is related to low mutation rates.
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  • 文章类型: Journal Article
    化学诱变驱动的正向遗传筛选在揭示基因功能方面至关重要,然而,识别表型背后的因果突变仍然很费力,阻碍了它们的高通量应用。这里,我们揭示了在C.elegans基因组中由甲基磺酸乙酯(EMS)诱变引起的非均匀突变率,表明突变频率受邻近序列上下文和染色质状态的影响。利用这些因素,我们开发了一个机器学习增强的管道,为秀丽隐杆线虫基因组创建一个全面的EMS诱变概率图。此图基于以下原理操作:在随机突变中靶向特定表型的遗传筛选中富集致病突变。将此图应用于拯救秀丽隐杆线虫纤毛驱动蛋白突变体的遗传抑制因子的全基因组测序(WGS)数据,我们成功地确定了因果突变,而没有产生重组自交系。这种方法可以适用于其他物种,提供了一种可扩展的方法来识别因果基因和振兴正向基因筛选的有效性。
    Chemical mutagenesis-driven forward genetic screens are pivotal in unveiling gene functions, yet identifying causal mutations behind phenotypes remains laborious, hindering their high-throughput application. Here, we reveal a non-uniform mutation rate caused by Ethyl Methane Sulfonate (EMS) mutagenesis in the C. elegans genome, indicating that mutation frequency is influenced by proximate sequence context and chromatin status. Leveraging these factors, we developed a machine learning enhanced pipeline to create a comprehensive EMS mutagenesis probability map for the C. elegans genome. This map operates on the principle that causative mutations are enriched in genetic screens targeting specific phenotypes among random mutations. Applying this map to Whole Genome Sequencing (WGS) data of genetic suppressors that rescue a C. elegans ciliary kinesin mutant, we successfully pinpointed causal mutations without generating recombinant inbred lines. This method can be adapted in other species, offering a scalable approach for identifying causal genes and revitalizing the effectiveness of forward genetic screens.
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  • 文章类型: Journal Article
    突变率在基因组和遗传系统之间差异很大。这表明,由多个决定因素的贡献引起的复杂性状在潜在突变率方面可能是复合的。在这里,我们通过数学建模来研究这种异质性是否可以驱动特征架构的变化,尤其是在波动的环境中,表型不稳定性可能是有益的。我们首先确定与特征适应度函数的形状有关的凸性原理,设置复合架构应自适应的条件,或者,相反,更常见的是,应该选择反对。模拟显示,然而,将这一原则应用于现实的不断发展的人口需要考虑系统中发生的普遍的上位性相互作用。的确,影响结构的突变的命运取决于(epi)遗传背景,这本身取决于人口中当前的建筑。我们通过从进化生态学中借用自适应动力学框架来解决这个问题,该框架通常用于处理这种居民/突变依赖关系,并发现排除复合体系结构的原则通常很普遍。然而,预测的进化轨迹通常取决于初始架构,可能导致历史偶然性。最后,通过放松庞大的人口规模假设,我们意外地发现,不仅特征结构的选择强度,而且其方向取决于种群规模,揭示了最近发现的“符号反转”现象的新出现。\"
    AbstractMutation rates vary widely along genomes and across inheritance systems. This suggests that complex traits-resulting from the contributions of multiple determinants-might be composite in terms of the underlying mutation rates. Here we investigate through mathematical modeling whether such a heterogeneity may drive changes in a trait\'s architecture, especially in fluctuating environments, where phenotypic instability can be beneficial. We first identify a convexity principle related to the shape of the trait\'s fitness function, setting conditions under which composite architectures should be adaptive or, conversely and more commonly, should be selected against. Simulations reveal, however, that applying this principle to realistic evolving populations requires taking into account pervasive epistatic interactions that take place in the system. Indeed, the fate of a mutation affecting the architecture depends on the (epi)genetic background, which itself depends on the current architecture in the population. We tackle this problem by borrowing the adaptive dynamics framework from evolutionary ecology-where it is routinely used to deal with such resident/mutant dependencies-and find that the principle excluding composite architectures generally prevails. Yet the predicted evolutionary trajectories will typically depend on the initial architecture, possibly resulting in historical contingencies. Finally, by relaxing the large population size assumption, we unexpectedly find that not only the strength of selection on a trait\'s architecture but also its direction depend on population size, revealing a new occurrence of the recently identified phenomenon coined \"sign inversion.\"
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  • 文章类型: Journal Article
    社会复杂性如何取决于人口规模和文化传播?传统社会的亲属关系结构提供了一个基本的例证,氏族之间的文化规则决定了人们的婚姻可能性。这里,我们提出了一个简单的亲属关系互动模型,该模型考虑了亲属关系和法律合作以及性竞争。在这个模型中,多个社会竞争。社会由具有不同文化特征和交配偏好的多个家庭组成。这些值决定了相互作用,从而决定了家庭的生长速度,并通过突变传递给后代。通过多层次进化模拟,家庭特征和偏好被分组为具有部族间交配偏好的多个部族。它说明了亲属关系结构的出现是相互依存的文化协会的自发形成。新兴的亲属关系结构的特点是婚姻交换的周期长度和社会中的周期数。我们通过数值和分析阐明了它们的参数依赖性。合作与竞争的相对重要性决定了家庭之间是否存在吸引力或排斥。不同的结构进化为局部稳定的吸引子。复杂结构的形成和崩溃的概率取决于家族的数量和突变率,显示特征缩放关系。现在可以基于微观相互作用来探索宏观的亲缘结构,以及它们的环境依赖性和演变的历史因果关系。我们通过参考统计物理学和多层次进化的人种学观察和概念,提出了典型人类社会结构形成的基本因果机制。这种跨学科合作将揭示人类社会的普遍特征。
    How does social complexity depend on population size and cultural transmission? Kinship structures in traditional societies provide a fundamental illustration, where cultural rules between clans determine people\'s marriage possibilities. Here, we propose a simple model of kinship interactions that considers kin and in-law cooperation and sexual rivalry. In this model, multiple societies compete. Societies consist of multiple families with different cultural traits and mating preferences. These values determine interactions and hence the growth rate of families and are transmitted to offspring with mutations. Through a multilevel evolutionary simulation, family traits and preferences are grouped into multiple clans with interclan mating preferences. It illustrates the emergence of kinship structures as the spontaneous formation of interdependent cultural associations. Emergent kinship structures are characterized by the cycle length of marriage exchange and the number of cycles in society. We numerically and analytically clarify their parameter dependence. The relative importance of cooperation versus rivalry determines whether attraction or repulsion exists between families. Different structures evolve as locally stable attractors. The probabilities of formation and collapse of complex structures depend on the number of families and the mutation rate, showing characteristic scaling relationships. It is now possible to explore macroscopic kinship structures based on microscopic interactions, together with their environmental dependence and the historical causality of their evolution. We propose the basic causal mechanism of the formation of typical human social structures by referring to ethnographic observations and concepts from statistical physics and multilevel evolution. Such interdisciplinary collaboration will unveil universal features in human societies.
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  • 文章类型: Journal Article
    小鼠作为哺乳动物模型,用于理解新突变的变异性质,一个具有进化和医学意义的问题。先前的研究表明,小鼠的单核苷酸突变(SNM)发生率约为人类的50%。然而,信息主要来自涉及C57BL/6菌株的研究,其他小鼠品系的信息很少。这里,我们研究了在遗传和临床研究中常用的四种近交系的59个小鼠品系中积累的突变(BALB/cAnNRj,C57BL/6JRj,C3H/HeNRj,和FVB/NRj),由兄弟姐妹交配维持8-9代。通过分析Illumina全基因组测序数据,我们估计小鼠新SNM的平均发生率约为μ=6.7×10-9。然而,菌株之间的SNM谱有很大差异,因此,新突变带来的负担也因菌株而异。例如,FVB菌株的频谱明显向C→A变性倾斜,并且可能比其他菌株经历更高的有害负荷,由于谷氨酸密码子中无义突变的频率增加。最后,我们观察到DNA序列环境中新SNM的比率有很大的变化,CpG位点及其邻近核苷酸起着重要的感化。
    The mouse serves as a mammalian model for understanding the nature of variation from new mutations, a question that has both evolutionary and medical significance. Previous studies suggest that the rate of single-nucleotide mutations (SNMs) in mice is ∼50% of that in humans. However, information largely comes from studies involving the C57BL/6 strain, and there is little information from other mouse strains. Here, we study the mutations that accumulated in 59 mouse lines derived from four inbred strains that are commonly used in genetics and clinical research (BALB/cAnNRj, C57BL/6JRj, C3H/HeNRj, and FVB/NRj), maintained for eight to nine generations by brother-sister mating. By analyzing Illumina whole-genome sequencing data, we estimate that the average rate of new SNMs in mice is ∼μ = 6.7 × 10-9. However, there is substantial variation in the spectrum of SNMs among strains, so the burden from new mutations also varies among strains. For example, the FVB strain has a spectrum that is markedly skewed toward C→A transversions and is likely to experience a higher deleterious load than other strains, due to an increased frequency of nonsense mutations in glutamic acid codons. Finally, we observe substantial variation in the rate of new SNMs among DNA sequence contexts, CpG sites, and their adjacent nucleotides playing an important role.
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  • 文章类型: Journal Article
    体细胞随着年龄的增长积累基因组改变;然而,我们对线粒体DNA(mtDNA)镶嵌的理解仍然有限。在这里,我们调查了来自31个供体的三种细胞类型的2,096个克隆的基因组,鉴定出6,451个mtDNA变异体,其异质性水平约为0.3%。虽然这些变体中的大多数是单个克隆所特有的,暗示随年龄的随机获取,409个变体(6%)在多个胚胎谱系中共享,表明它们来自受精卵中的异质体。突变谱表现出复制链偏倚,暗示mtDNA复制是一个主要的突变过程。我们评估了mtDNA突变率(每个碱基对5.0×10-8)和每年10-20的周转频率,它们是塑造mtDNA镶嵌一生的基本组成部分。基本上抑制了mtDNA截短突变向同质的扩展。我们的发现提供了对起源的全面见解,人体细胞中mtDNA镶嵌的动力学和功能后果。
    Somatic cells accumulate genomic alterations with age; however, our understanding of mitochondrial DNA (mtDNA) mosaicism remains limited. Here we investigated the genomes of 2,096 clones derived from three cell types across 31 donors, identifying 6,451 mtDNA variants with heteroplasmy levels of ≳0.3%. While the majority of these variants were unique to individual clones, suggesting stochastic acquisition with age, 409 variants (6%) were shared across multiple embryonic lineages, indicating their origin from heteroplasmy in fertilized eggs. The mutational spectrum exhibited replication-strand bias, implicating mtDNA replication as a major mutational process. We evaluated the mtDNA mutation rate (5.0 × 10-8 per base pair) and a turnover frequency of 10-20 per year, which are fundamental components shaping the landscape of mtDNA mosaicism over a lifetime. The expansion of mtDNA-truncating mutations toward homoplasmy was substantially suppressed. Our findings provide comprehensive insights into the origins, dynamics and functional consequences of mtDNA mosaicism in human somatic cells.
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  • 文章类型: Journal Article
    在每个细胞周期中,DNA复制的时间受到严格调控,以确保基因组的准确复制。在恶性转化过程中,这一过程中改变的程度和意义尚未得到广泛探讨。这里,我们通过分析癌症和正常细胞系的复制时间测序以及952个全基因组测序的肺和乳腺肿瘤,评估了复制时间改变(ART)对癌症进化的影响.我们发现6%-18%的癌症基因组表现出ART,从早期到晚期复制变化的区域显示出增加的突变率和不同的突变特征。而从晚期到早期复制改变的区域包含表达增加的基因,并呈现出APOBEC3介导的突变簇和相关的驱动突变的优势。我们证明了ART在癌症进化过程中相对较早发生,并且ART与染色质结构改变相比,与突变获得具有更强的相关性。
    During each cell cycle, the process of DNA replication timing is tightly regulated to ensure the accurate duplication of the genome. The extent and significance of alterations in this process during malignant transformation have not been extensively explored. Here, we assess the impact of altered replication timing (ART) on cancer evolution by analysing replication-timing sequencing of cancer and normal cell lines and 952 whole-genome sequenced lung and breast tumours. We find that 6%-18% of the cancer genome exhibits ART, with regions with a change from early to late replication displaying an increased mutation rate and distinct mutational signatures. Whereas regions changing from late to early replication contain genes with increased expression and present a preponderance of APOBEC3-mediated mutation clusters and associated driver mutations. We demonstrate that ART occurs relatively early during cancer evolution and that ART may have a stronger correlation with mutation acquisition than alterations in chromatin structure.
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  • 文章类型: Journal Article
    Pms1的核酸内切酶活性通过在新复制的DNA链中产生切口来指导错配修复。使酵母Pms1的人类同源物Pms2失活会增加结直肠癌和子宫癌的机会。在这里,我们使用全基因组测序来显示这种内切核酸酶活性的丧失,通过pms1-DE变体,在整个酿酒酵母基因组中产生强烈的突变效应。对于由所有类型的单碱基取代引起的突变以及对于各种各样的单碱基和多碱基插入突变,突变率显著增加。在将pms1-DE与三种主要前导和滞后链复制酶中的每一种的突变变体组合的菌株中,这些事件的速率进一步增加。在所有情况下,突变率,光谱,偏见,和上下文偏好在统计学上与具有等效聚合酶但由于MSH2的缺失而缺乏初始错配识别的菌株没有区别。这意味着,整个核基因组,通过Pms1核酸内切酶的链识别对于MMR和Msh2异源二聚体的初始错配识别一样重要。
    The endonuclease activity of Pms1 directs mismatch repair by generating a nick in the newly replicated DNA strand. Inactivating Pms2, the human homologue of yeast Pms1, increases the chances of colorectal and uterine cancers. Here we use whole genome sequencing to show that loss of this endonuclease activity, via the pms1-DE variant, results in strong mutator effects throughout the Saccharomyces cerevisiae genome. Mutation rates are strongly increased for mutations resulting from all types of single-base substitutions and for a wide variety of single- and multi-base indel mutations. Rates for these events are further increased in strains combining pms1-DE with mutator variants of each of the three major leading and lagging strand replicases. In all cases, mutation rates, spectra, biases, and context preferences are statistically indistinguishable from strains with equivalent polymerases but lacking initial mismatch recognition due to deletion of MSH2. This implies that, across the nuclear genome, strand discrimination via the Pms1 endonuclease is as important for MMR as is initial mismatch recognition by Msh2 heterodimers.
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    文章类型: English Abstract
    PARP抑制剂疗法的预期功效的最佳预测标记是BRCA1/2或其他同源重组修复基因中的突变。这些测试是常规分子病理学诊断的一部分。在281例前列腺腺癌患者中,在21.4%的患者中发现了其中一个基因的体细胞致病突变.在28.5%的患者中,测试未成功;成功测试的主要限制是石蜡块的年龄和低DNA浓度.在BRCA1/2测试的情况下,对于5年以上的样本,成功率显着降低,而在涉及更广泛的同源重组修复基因的测试中,对于2年以上的样本,成功率显著降低.因此,在初次诊断时检测高危前列腺癌非常重要,在不久的将来,循环肿瘤DNA的液体活检检测可能在安全诊断中发挥重要作用。
    The best predictive marker for the expected efficacy of PARP inhibitor therapy is mutations in BRCA1/2 or other homologous recombination repair genes. These tests are part of routine molecular pathology diagnostics. Among 281 patients with prostate adenocarcinoma, somatic pathogenic mutations in one of these genes were identified in 21.4% of patients. In 28.5% of the patients, the test was unsuccessful; the main limitation of successful testing was the age of the paraffin blocks and low DNA concentration. In the case of BRCA1/2 testing, the success rate was significantly reduced for samples older than 5 years, while in tests involving a broader set of homologous recombination repair genes, the success rate was significantly reduced for samples older than 2 years. Therefore, it is very important to test high-risk prostate cancers at the time of primary diagnosis, and probably also liquid biopsy testing of circulating tumor DNA will play an important role in safe diagnosis in the near future.
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