植物居群遗传变异的空间自相关分析

本文介绍了植物遗传变异空间自相关分析的理论、方法与应用,包括将基因型作为绝对型数据与等位基因频率作为连续型数据进行自相关分析的基本方法等。并对影响植物居群遗传变异空间结构的因素以及研究居群内遗传结构的重要意义作了评述。     

猕猴桃自然居群SSR遗传变异的空间自相关分析

本研究采用空间自相关分析方法对同域分布的中华猕猴桃(Actinidiachinensis)和美味猕猴桃(A.deliciosa)自然居群SSR遗传变异的空间结构进行了研究,以探讨猕猴桃自然居群遗传变异的分布特征。选用的9对SSR引物在两物种中共扩增出104个等位基因。选择频率在20–80%的SSR等位基因,运用等样本对频率方法分别对同域分布的中华猕猴桃和美味猕猴桃各1个居群及其中华/美味猕猴桃复合居群进行了空间自相关系数Moran’sI值计算。结果表明:中华猕猴桃和美味猕猴桃的遗传变异在居群内均存在着一定程度的空间结构,尽管近半数或半数以上的等位基因在居群内表现为随机分布的空间模式,但也有相当比例(29.6–48.0%)的等位基因在种内居群中和复合居群中(河南西峡51.0%,陕西商南44.7%)呈现渐变、衰退、双向衰退或侵扰模式。而且其居群内遗传变异的空间分布规律,不论是在种内还是复合居群中都基本一致:相距在100m以内,特别是30m范围内的个体间的等位基因表现出显著性的正相关,但随着地理距离的增大逐渐显示出负相关,说明猕猴桃属植物的有效传粉距离可能在100m左右,种子散播主要集中在30m的近距离内。猕猴桃自然居群遗传变异的空间结构是其传粉和种子散播等生物学特性与生境共同作用的结果,其中种子近距离的散播、花粉传播的有限距离及人为干扰是最主要的因素。本研究结果揭示了这两个近缘物种居群遗传变异的空间分布特征及相互关系,有助于进一步探讨猕猴桃属植物的遗传变异、居群扩散及其地理系统发育进化等方面的规律,并为制定相应的保育策略和措施提供基础数据和科学依据。     

用分子标记揭示植物随机大居群中亚居群的遗传结构——茅栗自然居群空间遗传结构的SSR分析

 采用微卫星标记对茅栗（Castanea sequinii）随机大居群以及其中各亚居群的遗传结构进行了空间自相关分析,以探讨植物自然居群内遗传变异的分布特征及其形成机制。通过9对微卫星引物所产生的119个多态位点,测定了大别山区域内茅栗居群以及各亚居群的空间自相关系数Moran's I值。结果表明：大别山分布的野生茅栗为一个缺乏空间结构的随机大居群,茅栗亚居群之间频繁的花粉流削弱了地理隔离导致的遗传漂变或分化作用在维系居群随机遗传结构中具有的重要作用。但是,在接近亚居群大小的地域范围内（0.228 km） 具有一定的空间结构,即小地域尺度中的亚居群存在着空间遗传结构。取样的3个亚居群在小格局范围内都存在一定的空间结构,遗传变异基本上呈非随机分布,在短距离内（61 m）3 个亚居群一致表现出不同程度的显著正相关,而随着距离的增加,Moran'sI值虽然在不同亚居群间存在一定差异变化,但是总体而言趋向预期值,即不存在空间结构,说明其遗传变异 在亚居群内只是在短距离内形成一定的空间结构。研究认为有限的种子散播以及微生境选择等因素可能是产生这种小格局的遗传结构的主要原因。上述研究结果有助于进一步了解植物随机大居群的进化历史和生态过程,同时也为栗属植物中国特有种的保育策略提供了科学依据。     

云南金钱槭形态变异与遗传变异的相关性研究

对我国特有珍稀濒危保护植物云南金钱槭的形态变异水平、遗传变异模式以及两者之间的相关性进行了研究。形态学性状分析结果表明 :各居群形态性状变异系数的平均值从大到小排列为 :文山居群 (WSh)、屏边居群 (PB)、黑龙潭居群 (HL T)、蒙自居群 (MZ) ;文山居群与屏边、黑龙潭、蒙自居群间已产生显著或极显著水平的形态差异 ,而后三者间的差异未达显著水平。RAPD分析检测到 10 3个位点 ,其中多态位点 84个 ,云南金钱槭物种水平的多态位点比率为 81.5 5 % ,与其它珍稀濒危植物相比该种的遗传多样性水平不低。 AMOVA和 N ei基因多样性指数分析显示 ,尽管大部分遗传变异仍存在于居群内 (分别为5 7.86 %、5 7.33% ) ,但居群间的遗传变异已达较高水平 (分别为 4 2 .14 %、4 2 .6 7% )。相关分析结果显示 ,云南金钱槭的形态变异与海拔、土壤有机质等生态因子有着显著或极显著水平的相关性 ,但与遗传变异的相关性未达显著水平 ,说明云南金钱槭的形态变异虽然具有一定的遗传基础 ,但可塑性及环境压力对形态变异的产生作用更大一些。基于形态性状和 RAPD数据的聚类分析则进一步说明 ,云南金钱槭的形态变异受到环境因子的强烈影响而与遗传背景的关系不显著     

濒危物种——巴东木莲等位酶遗传变异的空间自相关分析

采用空间自相关分析方法对巴东木莲目前残留的两个最大居群,小溪居群的40个个体和桑植居群的28个个体等位酶遗传变异的空间结构进行了研究,以揭示两居群遗传变异的空间模式,并探讨其形成机制及与巴东木莲致濒原因、过程之间的关系。根据检测出来的8个酶系统的19个酶位点,选择基因频率大于01小于09的等位基因,运用等样本频率和等地理距离间隔两种方法分别计算两居群不同距离等级下的Moran''s I空间自相关系数。结果表明：小尺度的小溪居群等位基因的遗传变异缺乏空间结构,为随机分布模式。巴东木莲生境片断化的桑植居群则是相反的结果,遗传变异存在明显的空间结构,遗传变异空间分布为斑块状。造成这种差别的原因可能是桑植居群片断化和地理隔离造成的基因流的限制。上述结果为进一步制定有效的巴东木莲的保育措施提供科学的理论依据。     

濒危物种--巴东木莲等位酶遗传变异的空间自相关分析

采用空间自相关分析方法对巴东木莲目前残留的两个最大居群, 小溪居群的40个个体和桑植居群的28个个体等位酶遗传变异的空间结构进行了研究, 以揭示两居群遗传变异的空间模式, 并探讨其形成机制及与巴东木莲致濒原因、过程之间的关系。根据检测出来的8个酶系统的19个酶位点, 选择基因频率大于0 1小于0 9的等位基因, 运用等样本频率和等地理距离间隔两种方法分别计算两居群不同距离等级下的Moran’sI空间自相关系数。结果表明: 小尺度的小溪居群等位基因的遗传变异缺乏空间结构, 为随机分布模式。巴东木莲生境片断化的桑植居群则是相反的结果, 遗传变异存在明显的空间结构, 遗传变异空间分布为斑块状。造成这种差别的原因可能是桑植居群片断化和地理隔离造成的基因流的限制。上述结果为进一步制定有效的巴东木莲的保育措施提供科学的理论依据。     

大王马先蒿云南五个居群遗传变异研究

采用随机扩增多态DNA(RAPD)分子标记方法,对大王马先蒿(PedicularisrexL.)分布在云南中甸、丽江、大理、武定和昆明的5个居群(其中中甸居群有3个亚居群)的遗传多样性和遗传结构进行了研究。结果表明,大王马先蒿居群具有较高的遗传多样性,多态位点百分率P、Shannon表型多样性指数I和Nei的基因多样性指数h分别为82.0%、0.361和0.240,遗传多样性水平与居群的地理分布范围相关;大王马先蒿居群间的遗传变异较高,遗传变异主要发生在居群之间,而不是居群内部;居群间遗传分化系数Gst为0.747,遗传分化明显,居群间基因交流较少。居群间的遗传距离与居群间的相对地理距离具有一定的相关性。对云南西北部中甸居群的3个亚居群的遗传多样性分析表明,居群的遗传多样性水平与海拔高度有一定的相关性。居群间遗传变异较高可能是由于大王马先蒿为短命多年生植物,繁育系统为混交型,且自交占较大比例等原因造成的。     

不同地理来源头花蓼的遗传多样性与没食子酸含量相关性分析

应用ISSR-PCR和HPLC方法研究了头花蓼的遗传多样性与没食子酸之间的关系。ISSR结果显示居群总的遗传变异较大(Ht=0.2746),居群内的遗传变异较小(Hs=0.0804),居群间的遗传分化大于居群内的遗传分化。没食子酸含量经SPSS17.0分析显示,各居群间和居群内个体的没食子酸含量差异较大,居群间没食子酸含量范围在0.1738%～0.3306%,其中云南腾冲县,贵州台江县、纳雍县、余庆县、晴隆和毕节县居群间没食子酸含量差异均达到显著水平。通过对头花蓼48个地理居群的遗传多样性与没食子酸含量的相关分析,表明云南腾冲,贵州台江、毕节市亮岩镇、晴隆、盘县居群的遗传多样性指数、没食子酸含量较高,不仅可以作为人工育种的选育材料,而且对于头花蓼种植适生地区划研究具有很好的参考价值。     

新疆桑属植物栽培居群的遗传多样性研究

应用RAPD分子标记对新疆不同地区栽培的桑属植物2种3个分类群共11个居群进行了遗传多样性研究。结果表明,新疆桑属栽培植物中虽然存在较为丰富的遗传多样性,多态位点比率(PPB)为87．39％,Shannon多样性指数为0．3997,但在栽培居群内的遗传变异水平相对较低;在不同居群间遗传变异水平仔住很人差异,各居群的多态位点比率(PPB)为4．5％至45．95％,Shannon多样性指数为0．0312至0．2339;白桑(Morus alba L．)及其变种鞑靼桑(Morus alba L．var．tatarica)居群内的遗传变异水平远高于黑桑种(Morus nigra)。新疆桑属植物栽培居群内较低的遗传变异水平与其采用扦插等无性繁殖方式有关。分析全部的遗传变异显示,11个栽培居群之间的基因分化系数(Gst)为0．3541,其中桑及其变种9个居群间的基因分化系数为0．4597,黑桑种2个居群问的基因分化系数为0．4728。AMOVA分析表明,在全部遗传变异中,黑桑种和白桑种2个物种之间的遗传变异占59．16％,居群间遗传变异为17．46％。遗传距离和聚类分析也表明,黑桑种和白桑种及其变种鞑靼桑之间存在很大的遗传分化。     

华中特有珍稀植物裸芸香的AFLP遗传多样性分析

采用选择性扩增片段多态性(AFLP)方法对华中特有单种属植物裸芸香(Psilopeganum sinense)的8个自然居群的遗传多样性进行了检测与分析。结果表明:裸芸香的遗传多样性较低,且居群内遗传多样性显著低于物种水平遗传多样性。筛选出的5对引物共得到180个位点,76个为多态位点,多态位点百分率为42.2%,8个居群多态位点百分率为:3.3%～16.7%,居群平均多态位点百分率为9.4%;8个居群Nei多样性指数为0.01987～0.06987,Shannon’s多样性指数为0.0197～0.0816。居群间分化系数Gst=0.5069,居群间基因流为0.2432,不足以维持居群间的基因交流及现有的遗传结构。AMOVA分析表明总遗传变异的13.17%存在于4个地理区域之间,50.45%存在于地理区域内的居群间,36.38%的遗传变异存在于居群内个体间。NTSYS分析表明遗传距离与地理距离不存在相关关系。UPGMA聚类结果表明长江南北两岸的居群并没有产生明显分化。最后,分析了裸芸香的濒危原因并提出了有效的保育措施。     

Population genetic structure of the medicinal plant Vitex rotundifolia in China: implications for its use and conservation

Vitexrotundifolia L.is an important plant species used in traditional Chinese medicine.For its efficient use and conservation,genetic diversity and clonal variation of V.rotundifolia populations in China were investigated using inter-simple sequence repeat markers.Fourteen natural populations were included to estimate genetic diversity,and a large population with 135 individuals was used to analyze clonal variation and fine-scale spatial genetic structure.The overall genetic diversity (GD) of V.rotundifolia populations in China was moderate (GD=0.190),with about 40% within-population variation.Across all populations surveyed,the average within-population diversity was moderate (P = 22.6%; GD = 0.086).A relatively high genetic differentiation (Gst=0.587)among populations was detected based on the analysis of molecular variance data.Such characteristics of V.rotundifolia are likely attributed to its sexual/asexual reproduction and limited gene flow.The genotypic diversity (D=0.992) was greater than the average values of a clonal plant,indicating its significant reproduction through seedlings.Spatial autocorrelation analysis showed a clear within-population structure with gene clusters of approximately 20 m.Genetic diversity patterns of V.rotundifolia in China provide a useful guide for its efficient use and conservation by selecting particular populations displaying greater variation that may contain required medicinal compounds,and by sampling individuals in a population at >20 m spatial intervals to avoid collecting individuals with identical or similar genotypes.     

Local variation in plant quality influences large‐scale population dynamics

Spatial variation in ecological systems can arise both as a consequence of variation in the quality and availability of resources and as an emergent property of spatially structured interactions. We used a spatially explicit model to simulate populations of herbivore hosts and their parasitoids in landscapes with different levels of variance in plant patch quality and different spatial arrangements of high‐ and low‐quality plant patches. We found that even small variation in patch quality at a fine spatial scale decreased overall herbivore populations, as parasitoid populations on low‐quality plant patches were subsidized by those from high‐quality neighbors. On landscapes with large, homogeneous regions of high‐ and low‐quality plant patches, herbivore populations increased with variation in patch quality. Overall, our results demonstrate that local variation in resource quality profoundly influences global population dynamics. In particular, fine‐scale variation in plant patch quality enhanced biological control of herbivores by parasitoids, suggesting that adding back plant genetic variation into perennial production systems may enhance the biological control of herbivores by their natural enemies.     

Which evolutionary processes influence natural genetic variation for phenotypic traits?

Although many studies provide examples of evolutionary processes such as adaptive evolution, balancing selection, deleterious variation and genetic drift, the relative importance of these selective and stochastic processes for phenotypic variation within and among populations is unclear. Theoretical and empirical studies from humans as well as natural animal and plant populations have made progress in examining the role of these evolutionary forces within species. Tentative generalizations about evolutionary processes across species are beginning to emerge, as well as contrasting patterns that characterize different groups of organisms. Furthermore, recent technical advances now allow the combination of ecological measurements of selection in natural environments with population genetic analysis of cloned QTLs, promising advances in identifying the evolutionary processes that influence natural genetic variation.     

Spatial Autocorrelation of Genotypes under Directional Selection

The spatial distributions of genetic variation under selection-mutation equilibrium within populations that have limited dispersal are investigated. The results show that directional selection with moderate strength rapidly reduces the amount of genetic structure and spatial autocorrelations far below that predicted for selectively neutral loci. For the latter, homozygotes are spatially clustered into separate areas or patches, each consisting of several hundred homozygotes. When selection is added the patches of the deleterious homozygotes are much smaller, in the range of 25 to 50 individuals. Selection also reduces temporal correlations. Also investigated are the effects of random replacement processes, such as mutation, immigration, and long-distance migration, on spatial and temporal correlations. The detection of natural selection through spatial pattern analysis is discussed, and applied to data from populations of the morning glory, Ipomoea purpurea.     

浙江天台山甜槠种群遗传结构的空间自相关分析

采用空间自相关分析方法对浙江天台山亚热带常绿阔叶林优势种甜槠种群全部个体及不同年龄级个体的小尺度空间遗传结构进行了分析,以探讨甜槠种群内遗传变异的分布特征及其形成机制。根据11个ISSR引物所提供的多态位点,经GenAlEx 6软件计算地理坐标和遗传距离矩阵在10个距离等级下的空间自相关系数。在样地内,甜槠种群内个体在空间距离小于10 m时存在显著的正空间遗传结构,其X-轴截矩为9.945。甜槠种群的空间遗传结构与其种子短距离传播和广泛的花粉传播有关。Ⅰ年龄级、Ⅱ年龄级和III年龄级个体在空间距离小于10 m时存在显著的正空间遗传结构,其X-轴截矩分别为11.820、9.746和9.792。当距离等级为5 m时,其空间自相关系数r分别为0.068、0.054和0.070。Ⅳ年龄级个体在所有空间距离等级中均不存在显著的空间遗传结构。甜槠是多年生、长寿命植物,自疏作用是导致IV年龄级个体空间遗传结构消失的主要原因。     

Context dependence in the coevolution of plant and rhizobial mutualists

Several mechanisms are expected to rapidly rid mutualisms of genetic variation in partner quality. Variation for mutualist quality, however, appears to be widespread. We used a model legume-rhizobium mutualism to test for evidence that context-dependent selection may maintain variation in partner quality. In a greenhouse experiment using 10 natural populations of Medicago truncatula and two strains of Sinorhizobium medicae, we detected significant genotype x genotype (G x G) interactions for plant fitness, indicating that the most beneficial rhizobium strain depends on the host genotype. In a second experiment using a subset of the plant populations used in the first experiment, we detected significant G x G interactions for both plant and rhizobium fitness. Moreover, the plant population with which rhizobium strains gained the greatest benefit depended on the nitrogen environment. Finally, we found that in a high nitrogen environment, all plant populations had lower fitness when inoculated with a 1:1 mixture of strains than with the worse single strain alone, suggesting that nitrogen shifts the exchange of benefits in favour of rhizobia. Our data suggest that genotype, nitrogen and biotic dependency might contribute to the maintenance of genetic variation in mutualist quality when coupled with spatial or temporal heterogeneity in the environment.     

TESS3: fast inference of spatial population structure and genome scans for selection

Geography and landscape are important determinants of genetic variation in natural populations, and several ancestry estimation methods have been proposed to investigate population structure using genetic and geographic data simultaneously. Those approaches are often based on computer‐intensive stochastic simulations and do not scale with the dimensions of the data sets generated by high‐throughput sequencing technologies. There is a growing demand for faster algorithms able to analyse genomewide patterns of population genetic variation in their geographic context. In this study, we present TESS3 , a major update of the spatial ancestry estimation program TESS . By combining matrix factorization and spatial statistical methods, TESS3 provides estimates of ancestry coefficients with accuracy comparable to TESS and with run‐times much faster than the Bayesian version. In addition, the TESS3 program can be used to perform genome scans for selection, and separate adaptive from nonadaptive genetic variation using ancestral allele frequency differentiation tests. The main features of TESS3 are illustrated using simulated data and analysing genomic data from European lines of the plant species Arabidopsis thaliana.     

Spatio-temporal genetic variation in populations of wild emmer wheat, <Emphasis Type="Italic">Triticum turgidum</Emphasis> ssp. <Emphasis Type="Italic">dicoccoides</Emphasis>, as revealed by AFLP analysis

Genetic structure of natural populations of wild crop relatives has been the subject of many studies. Yet, most of them focused on the assessment of spatial genetic diversity, while information on long-term variation, affected by yearly changes, has been considered only in few cases. The present study aimed therefore, to estimate the spatio-temporal genetic variation in populations of wild emmer wheat, the progenitor of domesticated wheat, and to assess the contribution of spatial versus temporal factors to the maintenance of genetic variation in a population. Single spikes were collected in the years 1988 and 2002 from plants that grew in the same sampling points, from six different habitats in the Ammiad conservation site, Eastern Galilee, Israel. Seeds were planted in a nursery and DNA was extracted from each plant and analyzed by the AFLP method. Fourteen primer combinations yielded 1,545 bands of which 50.0 and 48.8% were polymorphic in the years 1988 and 2002, respectively. Genetic diversity was much larger within populations than between populations and the temporal genetic diversity was considerably smaller than the spatial one. Nevertheless, population genetic structure may vary to some degree in different years, mainly due to fluctuations in population size because of yearly rainfall variations. This may lead to predominance of different genotypes in different years. Clustering the plants by their genetic distances grouped them according to their habitats, indicating the existence of genotype-environment affinities. The significance of the results in relation to factors affecting the maintenance of polymorphism in natural populations is discussed. Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users.     

The phylogeographical clade trade: tracing the impact of human-mediated dispersal on the colonization of northern Europe by the oak gallwasp Andricus kollari

Human dispersal of organisms is an important process modifying natural patterns of biodiversity. Such dispersal generates new patterns of genetic diversity that overlie natural phylogeographical signatures, allowing discrimination between alternative dispersal mechanisms. Here we use allele frequency and DNA sequence data to distinguish between alternative scenarios (unassisted range expansion and long range introduction) for the colonization of northern Europe by an oak-feeding gallwasp, Andricus kollari. Native to Mediterranean latitudes from Portugal to Iran, this species became established in northern Europe following human introduction of a host plant, the Turkey oak Quercus cerris. Colonization of northern Europe is possible through three alternative routes: (i) unassisted range expansion from natural populations in the Iberian Peninsula; (ii) unassisted range expansion from natural populations in Italy and Hungary; or (iii) descent from populations imported to the UK as trade goods from the eastern Mediterranean in the 1830s. We show that while populations in France were colonized from sources in Italy and Hungary, populations in the UK and neighbouring parts of coastal northern Europe encompass allozyme and sequence variation absent from the known native range. Further, these populations show demographic signatures expected for large stable populations, rather than signatures of rapid population growth from small numbers of founders. The extent and spatial distribution of genetic diversity in the UK suggests that these A. kollari populations are derived from introductions of large numbers of individuals from each of two genetically divergent centres of diversity in the eastern Mediterranean. The strong spatial patterning in genetic diversity observed between different regions of northern Europe, and between sites in the UK, is compatible with leptokurtic models of population establishment.