Next‐generation QTL mapping: crowdsourcing SNPs,without pedigrees

For many molecular ecologists, the mantra and mission of the field of ecological genomics could be encapsulated by the phrase ‘to find the genes that matter’ (Mitchell‐Olds 2001 ; Rockman 2012 ). This phrase of course refers to the early hope and current increasing success in the search for genes whose variation underlies phenotypic variation and fitness in natural populations. In the years since the modern incarnation of the field of ecological genomics, many would agree that the low‐hanging fruit has, at least in principle, been plucked: we now have several elegant examples of genes whose variation influences key adaptive traits in natural populations, and these examples have revealed important insights into the architecture of adaptive variation (Hoekstra et al. 2006 ; Shapiro et al. 2009 ; Chan et al. 2010 ). But how well will these early examples, often involving single genes of large effect on discrete or near‐discrete phenotypes, represent the dynamics of adaptive change for the totality of phenotypes in nature? Will traits exhibiting continuous rather than discrete variation in natural populations have as simple a genetic basis as these early examples suggest (Prasad et al. 2012 ; Rockman 2012 )? Two papers in this issue (Robinson et al. 2013 ; Santure et al. 2013 ) not only suggest answers to these questions but also provide useful extensions of statistical approaches for ecological geneticists to study the genetics of continuous variation in nature. Together these papers, by the same research groups studying evolution in a natural population of Great Tits (Parus major), provide a glimpse of what we should expect as the field begins to dissect the genetic basis of what is arguably the most common type of variation in nature, and how genome‐wide surveys of variation can be applied to natural populations without pedigrees.     

Essential‐Oil Composition and Chemical Variability of Senecio vulgaris L. from Corsica

The chemical composition of the essential oils isolated from the aerial parts of Senecio vulgaris plants collected in 30 Corsican localities was characterized using GC‐FID and GC/MS analyses. Altogether, 54 components, which accounted for 95.2% of the total oil composition, were identified in the 30 essential‐oil samples. The main compounds were α‐humulene ( 1 ; 57.3%), (E)‐β‐caryophyllene ( 2 ; 5.6%), terpinolene ( 3 ; 5.3%), ar‐curcumene ( 4 ; 4.3%), and geranyl linalool ( 5 ; 3.4%). The chemical composition of the essential oils obtained from separate organs and during the complete vegetative cycle of the plants were also studied, to gain more knowledge about the plant ecology. The production of monoterpene hydrocarbons, especially terpinolene, seems to be implicated in the plant‐flowering process and, indirectly, in the dispersal of this weed species. Comparison of the present results with the literature highlighted the originality of the Corsican S. vulgaris essential oils and indicated that α‐humulene might be used as taxonomical marker for the future classification of the Senecio genus. A study of the chemical variability of the 30 S. vulgaris essential oils using statistical analysis allowed the discrimination of two main clusters according to the soil nature of the sample locations. These results confirmed that there is a relation between the soil nature, the chemical composition of the essential oils, and morphological plant characteristics. Moreover, they are of interest for commercial producers of essential oil in selecting the most appropriate plants.     

猪的肉质性状基因定位研究进展

随着生活水平的提高,猪肉的肉质问题已引起消费者和生产者的重视。遗传 因素是改善肉质品质的关键。对猪的肉质性状进行数量性状位点(QTL)定位是当前国际畜禽遗传育种的一个热点。本文较全面地介绍了有关肉质基因定位的情况,包括基本明确的主效基因:氟烷基因和酸肉基因;肌内脂肪的统计分析、候选基因及基因扫描定位结果:以及肌纤维、嫩度、多汁性、失水率、pH值和肉色的定位。同时论讨了肉质检验和基因定位面临的问题。 Abstract:People tend to be interested in meat quality when the standand of living has been increased.Location of quantitative trait loci(QTL)affecting meat quality were performed in many countries.The objective of this review is to provide a detailed introduction of meat quality mapping in pig.It included halothane gene,acid meat gene,intramuscular fat,firmness,fruice,drop loss,pH value and meat color.It also discussed the problems of meat quality testing and QTL mapping.     

水稻籽粒维生素E QTL挖掘及候选基因分析

维生素E (V_E)是稻米营养品质的重要指标。水稻(Oryza sativa)是我国种植最广泛的粮食作物, 增加其籽粒的V_E含量是实现国民营养强化的一条便捷有效的途径。该研究以籼稻华占(HZ)为父本, 粳稻热研2号(Nekken2)为母本, 构建120个重组自交系(RILs)群体。采用高效液相色谱法(HPLC)对RILs群体的V_E各组分含量进行测定, 并基于构建的高密度分子遗传图谱进行QTL定位, 谱系分析后挖掘到122个V_E总量和分量相关QTLs, 分布在12条染色体上。其中qT3α/to2-1的LOD值高达10.32, qT3α2-1的LOD值高达9.91, 另有多个控制各异构体含量的主效QTLs, 且区间内包含OsGGR1、OsGGR2、OsTC及OsγTMT等V_E生物合成基因。通过qRT-PCR检测亲本中V_E合成基因的表达量, 发现在华占中候选基因的表达量均极显著高于热研2号, 推测这些基因的高表达是华占生育酚及生育三烯酚含量高于热研2号的原因。研究挖掘到的QTL数目较多, LOD值也较大, 为进一步筛选和培育高V_E含量的水稻新品种奠定了分子基础, 同时为揭示水稻V_E生物合成的分子调控机制提供了重要基因资源。     

Survivorship and fecundity of the radiate and non-radiate morphs of Groundsel,Senecio vulgaris L., raised in pure stand and mixture

British populations of Senecio vulgaris frequently contain two common capitulum morphs (radiate and non-radiate) and one rare intermediate morph. The radiate morph shows a higher maternal rate of intermorph outcrossing than the non-radiate morph and due to the ‘cost of outcrossing’ should decline in frequency, ultimately to be lost from a population. To determine whether the radiate morph exhibits some inherent advantage in fitness to offset the ‘cost of outcrossing’, a comparison was made of the survivorship and fecundity of the radiate and non-radiate morphs raised in pure stands and 1 : 1 mixture at three planting dates (autumn 1983, and spring and autumn 1984). Plants in stands established in spring 1984 were harvested in late August 1984, while plants in stands established in autumn overwintered before being harvested the following summer. In spring planted stands, the two morphs exhibited equivalent survivorships, while the fecundity of the non-radiate morph tended to be greater than the radiate morph. In autumn planted stands, survivorship and Net Reproductive Output (survivorship × fecundity) of the non-radiate morph was greater than that of the radiate morph in mixture, and also in pure stands established in 1983. In no instance was the Net Reproductive Output of either morph significantly greater in mixture than in pure stand. Density had a contrasting effect on morph survivorship and fecundity in the spring and autumn 1984 planted stands. Whereas, in spring stands, fecundity was subject to compensating density dependent regulation while survivorship was density independent, the opposite trend was observed in autumn planted stands. It is concluded that under the conditions of the experiments, the radiate morph exhibited no fitness advantage which might offset the inherent disadvantage it suffers in natural polymorphic populations due to the ‘cost of outcrossing’.     

水稻抽穗期QTL定位及候选基因分析

水稻(Oryza sativa)抽穗期是决定产量和品质的重要性状,在育种、制种及引种驯化过程中发挥重要作用。将热研2号(O. sativa subsp. japonica cv.‘Nekken2’)和华占(O. sativa subsp. indica cv.‘HZ’)杂交获得F₁代,经连续多代自交得到120个重组自交系(RILs)群体。在常规水肥管理条件下,对120个RILs株系的抽穗时间进行统计分析。利用已构建好的高密度遗传图谱,对水稻抽穗期相关性状进行QTL定位分析,结果共检测到11个QTLs,分别位于第1、3、4、5、6、8和12号染色体上,其中1个LOD值高达5.75。通过分析QTLs区间内的候选基因,筛选出可能影响两亲本抽穗期的相关基因,并利用实时定量PCR进行基因表达量分析,发现LOC＿Os03g03070、LOC＿Os03g50310、LOC＿Os03g55389、LOC＿Os04g55510、LOC＿Os08g07740和LOC＿Os08g01670共6个基因在双亲间的表达量差异显著,其中LOC＿Os03g50310在Nekken2中的表达量比H...     

Evolutionary patterns in the family Ostreidae: Larviparity vs. oviparity

A comparison was made of the evolutionary patterns among larviparous and oviparous species of the family Ostreidae. The data reveal that larviparous species have experienced a wider range of environmental variables, life history traits, and levels of genetic variation than have oviparous species. Non-parametric correlation coefficients were obtained among fifteen variables (i.e., two genetic, four environmental and nine life-history variables). Among the life-history variables, mode of larval development, fecundity, egg size, initial size of the planktonic larva and planktonic larval period were found to covary significantly with the genetic variables. In a comparison of environmental and life-history variables, the mode of larval development and habitat water depth were found to covary. The implications of these results are discussed with reference to the evolution of the family Ostreidae.     

水稻籽粒镉积累QTL定位及候选基因分析

水稻(Oryza sativa)是全世界重要的经济作物之一, 稻田镉(Cd)污染和镉积累问题严重威胁世界水稻的产量和品质以及人类健康, 如何降低水稻中镉积累已成为热点问题。以籼稻品种华占(HZ)为父本、粳稻品种热研2号(Nekken2)为母本, 连续自交多代后得到120个重组自交系群体, 对其镉积累进行检测和分析, 同时利用遗传图谱进行QTL作图。结果共检测到7个QTLs, 分别位于水稻第2、3、9和12号染色体上, 其中1个LOD值高达4.97。对这些QTL区间内与耐金属离子胁迫相关的候选基因进行定量分析, 发现LOC_Os02g50240、LOC_Os02g52780、LOC_Os09g31200、LOC_Os09g35030和LOC_Os09g37949这5个基因在双亲间的表达量差异显著, 结合亲本对不同金属离子的浓度积累数据, 推测LOC_ Os02g50240、LOC_Os09g31200及LOC_Os09g35030的高表达可能极大地提高了水稻对镉离子的吸收和胁迫耐受能力。通过QTL挖掘和分析, 发现这些基因与水稻籽粒的镉积累有关, 可能影响水稻耐镉胁迫的能力。研究结果为进一步筛选和培育耐镉胁迫的水稻品种创造了条件, 为阐明水稻镉积累的分子调控机制奠定了基础。     

The anthers of Senecio vulgaris (Asteraceae): saltatory evolution caught in the act

Anthers of the common annual weed, Senecio vulgaris, show an incomplete development of the two adaxial pollen sacs (microsporangia, MS). One or both adaxial MS can be missing, or they are replaced by sterile lobes. The reduction is stronger in the derived subspecies, S. vulgaris var. vulgaris than in the ancestral subspecies, S. vulgaris ssp. denticulatus. This character in S. vulgaris differs from the usual complete reduction of adaxial MS in other, independent instances of disporangiate anthers in the Asteraceae. It corresponds to the transition phenotypes associated with various recombinant genotypes derived from artificial crosses between tetrasporangiate (4 MS) and disporangiate (2 MS) species in the Asteracean genus Microseris. Senecio vulgaris could be a rare natural instance of homozygosity for a major gene permitting reduction of the adaxial MS in which the expression of the reduced phenotype is determined by different numbers of modifiers in the two subspecies.     

QTL mapping for nodule number and common bacterial blight in Phaseolus vulgaris L.

A recently developed bean RFLP linkage map was used to identify genetic elements affecting quantitative trait loci (QTLs) in two contrasting common bean genotypes, BAT-93 and Jalo EEP558, under two levels of mineral nitrogen: low – 0.25 mM NH4NO3 and a high – 6 mM NH4NO3. QTLs affecting nodule number (NN) and response to Xanthomonas campestris bv. phaseoli, which causes common bacterial blight (CBB) were identified and mapped. Analyses of 70 F2-derived F3 families, using the F1, the two parents, and a nodulation-defective mutant (Nod-) inoculated with R. tropici UM1899 under both levels of N showed significant differences (P#60;0.0001) among the F3 families for NN.Under low N, three genomic regions influenced both traits, with seven linked markers. In three of the six regions influencing NN, higher NN was associated with the Jalo EEP-558 allele, whereas in only two regions was the BAT-93 allele associated with higher NN. One-way analysis of variance, with each marker as the independent variable and NN as the dependent variable, and interval mapping analysis identified four QTLs, which accounted for 45% of the total variation, and two additional QTLs near to yet unassigned loci. In linkage group D7, one QTL mapped to the same region as a QTL for CBB.Under high N, three additional regions were linked to NN, one where the BAT-93 allele was closely associated with CH18 (chitinase), and the others where the Jalo EEP-558 allele was associated with CHS (chalcone synthetase) and PAL-1 (phenylalanine ammonia lyase). Four regions for CBB were mapped adjacent to or in the same region as a QTL for NN. Thus, N showed dual and opposite effects on the expression of NN and CBB. Analysis of these RFLP markers revealed these hidden favorable alleles and can serve as an indirect selection tool to increase NN and resistance to CBB.     

孙女设计中标记密度对QTL定位精确性的影响

采用蒙特卡罗方法分析了在孙女设计中不同的嫩体结构、性状遗传力、ＱＴＬ效应大小和ＱＴＬ在染色体上的位置中个因素不同水平组合下４种标记密度（标记间隔５ｃＭ,１０ｃＭ,２０ｃＭ、５０ｃＭ对ＱＴＬ定位精确性（以均方误ＭＳＥ为衡量指标）的影响,并从经济学角度探讨了应用于标记辅助选（ＭＡＳ）的ＱＴＬ定位的最佳标记密度。结果表明,一般说来,在各因素水平都较低时,ＭＳＥ随标记密度加大而下降的相对幅度也较 小,反之     

Self-pollination,style length development and seed set in self-compatible Asteraceae: evidence from Senecio vulgaris L.

Background: Variation in style length has been reported in Senecio vulgaris and has been associated with outcrossing rate.

Aims: To determine if (i) long styles lack germinated pollen on stigmas left to self-pollinate, (ii) successful self-pollination causes styles to stop elongating and shrink in length and (iii) seed set increases with the amount of pollen deposited on stigmas.

Methods: Determined germinated self-pollen on stigmas of long and short styles after auto-self-pollination; scored style length over 48 h in self-pollinated and non-pollinated florets; recorded seed set after placing different amounts of pollen on stigmas.

Results: Most long-styled florets had zero or low amounts of germinated pollen on stigmas in contrast to most short-styled florets. Styles initially elongated to the same length in self-pollinated and non-pollinated florets, then shrank in length in self-pollinated florets while continuing to elongate in non-pollinated florets. Seed set increased with number of pollen grains deposited on stigmas.

Conclusions: Successful self-pollen deposition and/or germination on stigmas of S. vulgaris are indicated by presence of short styles, whereas the opposite is indicated by presence of long styles in florets left to self-pollinate. Self-pollination causes styles to shrink after initially elongating. Seed set is dependent on the amount of pollen deposited on stigmas.     

水稻产量相关QTL研究现状

产量是最为复杂的数量性状,对它的遗传机理了解甚微。近15年来,许多学者利用随机分离群体定位了许多影响水稻产量及其组分的QTL,即以QTL定位的方法对产量潜力进行遗传剖析。试验证明上位性效应对产量及其组分性状遗传变异起着重要作用,但目前大多数QTL研究仍侧重于发掘和克隆单个主效QTL,然而对单一基因／QTL的深入了解还不足以诠释复杂性状遗传基础的全貌,还没有为育种家提供足够的可应用于分子标记辅助育种的遗传信息并用于提高水稻产量。笔者认为今后的数量性状研究尚需加强复杂性状QTL遗传网络的发掘,在改良水稻品种性状的同时发展并完善QTL研究。     

Biosynthesis of spermidine, a direct precursor of pyrrolizidine alkaloids in root cultures of Senecio vulgaris L.

 The polyamine spermidine is an essential biosynthetic precursor of pyrrolizidine alkaloids. It provides its aminobutyl group which is transferred to putrescine yielding homospermidine, the specific building block of the necine base moiety of pyrrolizidine alkaloids. The enzymatic formation of spermidine was studied in relation to the unique role of this polyamine as an alkaloid precursor. S-adenosylmethionine decarboxylase (SAMDC, EC 4.1.1.50) and spermidine synthase (SPDS, EC 2.5.1.16) from root cultures of Senecio vulgaris were partially purified and characterized. The SAMDC-catalyzed reaction showed a pH optimum of 7.5, that of SPDS an optimum of 7.7. The K _m value of SAMDC for its substrate S-adenosylmethionine (SAM) was 15 μM, while the apparent K _m values of SPDS for its substrates decarboxylated SAM (dSAM) and putrescine were 4 μM and 21 μM, respectively. The relative molecular masses of the two enzymes, determined by gel filtration, were 29 000 (SAMDC) and 37 000 (SPDS). Studies with various potential inhibitors revealed, for most inhibitors, profiles that were similar to those established with the respective enzymes from other plant sources. However, putrescine which is not known to be an inhibitor of plant SAMDC, strongly inhibited the enzyme from S. vulgaris roots. Spermidine synthase was sensitive to inhibition by its product spermidine. In the presence of the stationary tissue concentrations of the two polyamines (ca. 0.1 mM each) the activities of SAMDC and SPDS would be inhibited by >80%. The results are discussed in relation to the role of spermidine in primary and secondary metabolism of alkaloid-producing S. vulgaris root cultures. Received: 15 September 1999 / Accepted 10 December 1999     

Genomic dissection of variation in clutch size and egg mass in a wild great tit (Parus major) population

Clutch size and egg mass are life history traits that have been extensively studied in wild bird populations, as life history theory predicts a negative trade‐off between them, either at the phenotypic or at the genetic level. Here, we analyse the genomic architecture of these heritable traits in a wild great tit (Parus major) population, using three marker‐based approaches – chromosome partitioning, quantitative trait locus (QTL) mapping and a genome‐wide association study (GWAS). The variance explained by each great tit chromosome scales with predicted chromosome size, no location in the genome contains genome‐wide significant QTL, and no individual SNPs are associated with a large proportion of phenotypic variation, all of which may suggest that variation in both traits is due to many loci of small effect, located across the genome. There is no evidence that any regions of the genome contribute significantly to both traits, which combined with a small, nonsignificant negative genetic covariance between the traits, suggests the absence of genetic constraints on the independent evolution of these traits. Our findings support the hypothesis that variation in life history traits in natural populations is likely to be determined by many loci of small effect spread throughout the genome, which are subject to continued input of variation by mutation and migration, although we cannot exclude the possibility of an additional input of major effect genes influencing either trait.