phylogenetic regression

系统发育回归
  • 文章类型: Journal Article
    遗传密码由61个编码20个氨基酸的密码子组成。这些密码子由在蛋白质合成过程中与特定密码子结合的转移RNA(tRNA)识别。由于碱基对摆动,所有生物体利用少于全部61种可能的反密码子:与密码子在其第三个核苷酸处具有错配的能力。先前的研究观察到细菌的tRNA池与其各自环境的温度之间存在相关性。然而,目前尚不清楚这些模式是否代表生物适应,以维持不同环境中蛋白质合成的效率和准确性。mRNA翻译的机械数学模型用于基于生物体的tRNA池定量每个密码子的预期伸长率和错误率。对一系列细菌进行比较分析,以量化环境温度对tRNA库进化的影响。我们发现,嗜热菌通常比中温菌或嗜冷菌在其tRNA池中代表更多的反密码子。根据我们的模型,这种增加的多样性预计会导致错觉错误的增加。讨论了这对嗜热菌中蛋白质进化的影响。
    The genetic code consists of 61 codons coding for 20 amino acids. These codons are recognized by transfer RNAs (tRNAs) that bind to specific codons during protein synthesis. All organisms utilize less than all 61 possible anticodons due to base pair wobble: the ability to have a mismatch with a codon at its third nucleotide. Previous studies observed a correlation between the tRNA pool of bacteria and the temperature of their respective environments. However, it is unclear if these patterns represent biological adaptations to maintain the efficiency and accuracy of protein synthesis in different environments. A mechanistic mathematical model of mRNA translation is used to quantify the expected elongation rates and error rate for each codon based on an organism\'s tRNA pool. A comparative analysis across a range of bacteria that accounts for covariance due to shared ancestry is performed to quantify the impact of environmental temperature on the evolution of the tRNA pool. We find that thermophiles generally have more anticodons represented in their tRNA pool than mesophiles or psychrophiles. Based on our model, this increased diversity is expected to lead to increased missense errors. The implications of this for protein evolution in thermophiles are discussed.
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  • 文章类型: Journal Article
    高山环境中的特定生态条件会施加选择性压力,这通常会导致收敛性状的进化。由不完全谱系分类和基因渗入诱导的网织可导致基因和物种树之间的不一致性状模式(半生体/异种体),提供了一种错误的错觉,即所研究的特征是同质的。利用系统发育物种网络,我们探索了基因交换对Soldanella性状进化的影响,一个深受历史渗入影响的属。至少有三个特征独立进化多次:单花矮人表型,异倍体细胞型,生态概括性。目前的分析还表明,在祖先谱系和仍然存在的物种之间发生渗入事件可能会促使雌雄同体生长的反复发生。尽管不能完全排除它通过趋同进化的出现。系统发育回归表明,雪铃中较大基因组的独立进化很可能是异倍体和整倍体类群的杂交事件与该属范围边缘的敌对环境之间相互作用的结果。雪铃中关键内在和外在特征的出现不仅受到趋同进化的影响,而且受到历史和最近的渗入事件的影响。
    Specific ecological conditions in the high mountain environment exert a selective pressure that often leads to convergent trait evolution. Reticulations induced by incomplete lineage sorting and introgression can lead to discordant trait patterns among gene and species trees (hemiplasy/xenoplasy), providing a false illusion that the traits under study are homoplastic. Using phylogenetic species networks, we explored the effect of gene exchange on trait evolution in Soldanella, a genus profoundly influenced by historical introgression. At least three features evolved independently multiple times: the single-flowered dwarf phenotype, dysploid cytotype, and ecological generalism. The present analyses also indicated that the recurring occurrence of stoloniferous growth might have been prompted by an introgression event between an ancestral lineage and a still extant species, although its emergence via convergent evolution cannot be completely ruled out. Phylogenetic regression suggested that the independent evolution of larger genomes in snowbells is most likely a result of the interplay between hybridization events of dysploid and euploid taxa and hostile environments at the range margins of the genus. The emergence of key intrinsic and extrinsic traits in snowbells has been significantly impacted not only by convergent evolution but also by historical and recent introgression events.
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  • 文章类型: Journal Article
    背景:Peto的悖论在于观察到来自长寿和大型动物物种的个体没有经历更高的癌症发病率,尽管暴露于积累突变的可能性的时间更长,并且有更多的靶细胞暴露于这种现象。这一悖论的存在最近得到了证实(Vincze等人。,2022年)。同时,已经发表了有力的证据,表明长寿涉及阻止突变积累的细胞机制的趋同进化(Cagan等.2022年)。目前尚不清楚哪些细胞机制对于允许大体重的进化同时阻止癌症至关重要。
    方法:将现有数据与细胞复制潜力和物种体重联系起来(Lorenzini等人。2005),我们已经从17种哺乳动物的40个供体中培养了总共84个皮肤成纤维细胞菌株,并分析了它们的Hayflick极限,即,他们衰老的高原,最终自发的永生化逃脱。物种的永生化和复制能力与其寿命的相关性,体重和代谢已通过系统发育多元线性回归进行评估。
    结果:永生化概率与物种体重呈负相关。关于复制潜力的新评估和额外数据加强了我们之前的观察,证实稳定和延长的增殖与大体重的进化密切相关,而不是寿命。
    结论:永生化和体质量之间的关系表明,在大体重进化过程中,需要进化出控制遗传稳定性的严格机制。
    The Peto\'s paradox consists in the observation that individuals from long-lived and large animal species do not experience a higher cancer incidence, despite being exposed for longer time to the possibility of accumulating mutations and having more target cells exposed to the phenomenon. The existence of this paradox has been recently confirmed (Vincze et al., 2022). Concurrently, robust evidence has been published that longevity involves a convergent evolution of cellular mechanisms that prevent the accumulation of mutations (Cagan et al., 2022). It remains unclear which cellular mechanisms are critical to allow the evolution of a large body mass while keeping cancer at bay.
    Adding to existing data linking cellular replicative potential and species body mass (Lorenzini et al., 2005), we have grown a total of 84 skin fibroblast cell strains from 40 donors of 17 mammalian species and analyzed their Hayflick\'s limit, i.e., their senescent plateau, and eventual spontaneous immortalization escape. The correlation of immortalization and replicative capacity of the species with their longevity, body mass and metabolism has been assessed through phylogenetic multiple linear regression (MLR).
    The immortalization probability is negatively related to species body mass. The new evaluation and additional data about replicative potential strengthen our previous observation, confirming that stable and extended proliferation is strongly correlated with the evolution of a large body mass rather than lifespan.
    The relation between immortalization and body mass suggests a need to evolve stringent mechanisms that control genetic stability during the evolution of a large body mass.
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  • 文章类型: Journal Article
    了解驱动经济上重要的植物物种的生态和进化相互作用的因素对于农业可持续性很重要。作物野生近缘种的地理,包括野生土豆(茄科Petota),已经受到关注;然而,这些信息还没有结合系统发育史进行分析,基因组组成和生殖系统,以确定用于非生物胁迫耐受性育种的潜在物种。我们使用了普通最小二乘(OLS)和系统发育广义最小二乘(PGLM)分析的组合,以确定构成野生马铃薯物种在育种系统和倍性背景下栖息的气候生态位的离散气候类别。自不相容的二倍体或自相容的多倍体物种显着增加了居住的气候生态位内离散气候类别的数量。当校正线性模型中的系统发育非独立性时,此结果得以维持。我们的结果支持这样的观点,即特定的育种系统和倍性组合通过地理范围和生态位多样性的解耦增加生态位宽度,因此,这些物种可能对作物适应气候变化特别感兴趣。
    Understanding the factors driving ecological and evolutionary interactions of economically important plant species is important for agricultural sustainability. The geography of crop wild relatives, including wild potatoes (Solanum section Petota), have received attention; however, such information has not been analysed in combination with phylogenetic histories, genomic composition and reproductive systems to identify potential species for use in breeding for abiotic stress tolerance. We used a combination of ordinary least-squares (OLS) and phylogenetic generalized least-squares (PGLM) analyses to identify the discrete climate classes that make up the climate niche that wild potato species inhabit in the context of breeding system and ploidy. Self-incompatible diploid or self-compatible polyploid species significantly increase the number of discrete climate classes within a climate niche inhabited. This result was sustained when correcting for phylogenetic non-independence in the linear model. Our results support the idea that specific breeding system and ploidy combinations increase niche breadth through the decoupling of geographical range and niche diversity, and therefore, these species may be of particular interest for crop adaptation to a changing climate.
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  • 文章类型: Journal Article
    动物群体觅食进化的适应性假设通常会提高觅食效率并降低捕食风险。不同物种群体觅食的净收益应转化为群体成员的生存优势。尽管在鸟类和哺乳动物中进行了大量的种间研究,很少有人记录了群体觅食物种的生存优势。使用大型鸟类数据集(全球>1100种),我调查了在羊群中觅食的物种的年成年表观存活率是否高于单独物种。使用系统发育框架来解释物种之间的相关性,并控制鸟类成年生存的已知相关性,例如体型,离合器尺寸,纬度,和饮食,我记录了成群对成人年度表观生存率的积极影响。在偶尔成群的物种中,存活率的增加不太明显,这表明群体觅食的好处可能取决于其使用频率。结果强调了小组觅食如何增加动物的适应性。
    Adaptive hypotheses for the evolution of group foraging in animals typically invoke enhanced foraging efficiency and reduced predation risk. Net benefits of group foraging in different species should translate into a survival advantage for group members. Despite numerous interspecific studies in birds and mammals, few have documented a survival advantage for group foraging species. Using a large dataset in birds (> 1100 species worldwide), I investigated whether annual adult apparent survival was higher in species that forage in flocks than in solitary species. Using a phylogenetic framework to account for relatedness among species and controlling for known correlates of adult survival in birds such as body size, clutch size, latitude, and diet, I documented a positive effect of flocking on annual adult apparent survival. The increase in survival was less pronounced in occasionally flocking species suggesting that the benefits of group foraging can depend on the frequency of its use. The results highlight how group foraging can increase fitness in animals.
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  • 文章类型: Letter
    Due to expanding global trade and movement of people, new plant species are establishing in exotic ranges at increasing rates while the number of native species facing extinction from multiple threats grows. Yet, how species losses and gains globally may, together, be linked to traits and macroevolutionary processes is poorly understood. Here, we show that, adjusting for diversification rate and clade age, the proportion of threatened species across flowering plant families is negatively related to the proportion of naturalised species per family. Moreover, naturalisation is positively associated with range size, short generation time, autonomous seed production and interspecific hybridisation, but negatively with age and diversification, whereas threat is negatively associated with range size and hybridisation, and positively with biotic pollination, age and diversification rate. That we find such a pronounced signature of naturalisation and threat across plant families suggests that both trait syndromes have coexisted over deep evolutionary time and counter to intuition, that neither strategy is necessarily superior to the other over long evolutionary timespans.
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  • 文章类型: Journal Article
    We investigated the variation in tree fine root traits and their functional diversity along a local topographic gradient in a Neotropical montane forest to test if fine root trait variation along the gradient is consistent with the predictions of the root economics spectrum on a shift from acquisitive to conservative traits with decreasing resource supply. We measured five fine root functional traits in 179 randomly selected tree individuals of 100 species and analysed the variation of single traits (using Bayesian phylogenetic multilevel models) and of functional trait diversity with small-scale topography. Fine roots exhibited more conservative traits (thicker diameters, lower specific root length and nitrogen concentration) at upper slope compared with lower slope positions, but the largest proportion of variation (40-80%) was explained by species identity and phylogeny. Fine root functional diversity decreased towards the upper slopes. Our results suggest that local topography and the related soil fertility and moisture gradients cause considerable small-scale variation in fine root traits and functional diversity along tropical mountain slopes, with conservative root traits and greater trait convergence being associated with less favourable soil conditions due to environmental filtering. We provide evidence of a high degree of phylogenetic conservation in fine root traits.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    The shoot apical meristem (SAM) is the basic determinant of plant body organization, but interspecific variation in SAM shape and its relationship to stem and leaf morphological traits is not well known. Here we tested the hypothesis that different SAM shapes are associated with specific shoot traits of the plant body and examined the phylogenetic conservatism of these relationships.
    We used geometric morphometrics of SAM outlines for a phylogenetically representative set of 110 herbaceous angiosperms and examined their relationship to a number of shoot traits.
    We found large variations in SAM shapes across angiosperm lineages, but covering only a subset of geometrically possible shapes. Part of this variation was allometric (due to SAM size), but the dominant shape variation (dome-shaped vs. flat surface) was size-independent and strongly phylogenetically conserved. SAM shapes were largely independent of their cell size and therefore of the number of cells involved. Different patterns in shape variation of outer and inner SAM boundaries were associated with stem thickness, leaf area, and leafiness of the stem.
    The findings show that geometric interdependence of meristem zones gives rise to correlations among organ numbers, sizes, and their proportions. Phylogenetic conservatism in these correlations indicates conservatism in regulatory processes that underlie the correlations, or the individual traits, that give rise to plant architecture.
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  • 文章类型: Journal Article
    Scientists and resource managers need to know life history parameters (e.g., average mortality rate, individual growth rate, maximum length or mass, and timing of maturity) to understand and respond to risks to natural populations and ecosystems. For over 100 years, scientists have identified \"life history invariants\" (LHI) representing pairs of parameters whose ratio is theorized to be constant across species. LHI then promise to allow prediction of many parameters from field measurements of a few important traits. Using LHI in this way, however, neglects any residual patterns in parameters when making predictions. We therefore apply a multivariate model for eight variables (seven parameters and temperature) in over 32,000 fishes, and include taxonomic structure for residuals (with levels for class, order, family, genus, and species). We illustrate that this approach predicts variables probabilistically for taxa with many or few data. We then use this model to resolve three questions regarding life history parameters in fishes. Specifically we show that (1) on average there is a 1.24% decrease in the Brody growth coefficient for every 1% increase in maximum size; (2) the ratio of natural mortality rate and growth coefficient is not an LHI but instead varies systematically based on the timing of maturation, where movement along this life history axis is predictably correlated with species taxonomy; and (3) three variables must be known per species to precisely predict remaining life history variables. We distribute our predictive model as an R package, FishLife, to allow future life history predictions for fishes to be conditioned on taxonomy and life history data for fishes worldwide. This package also contains predictions (and predictive intervals) for mortality, maturity, size, and growth parameters for all described fishes.
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