Identification of QTLs associated with resistance to Phomopsis pod blight (Diaporthe toxica) in Lupinus albus

Phomopsis blight in Lupinus albus is caused by a fungal pathogen, Diaporthe toxica. It can invade all plant parts, leading to plant material becoming toxic to grazing animals, and potentially resulting in lupinosis. Identifying sources of resistance and breeding for resistance remains the best strategy for controlling Phomopsis and reducing lupinosis risks. However, loci associated with resistance to Phomopsis blight have not yet been identified. In this study, quantitative trait locus (QTL) analysis identified genomic regions associated with resistance to Phomopsis pod blight (PPB) using a linkage map of L. albus constructed previously from an F₈ recombinant inbred line population derived from a cross between Kiev-Mutant (susceptible to PPB) and {"type":"entrez-protein","attrs":{"text":"P27174","term_id":"14195583","term_text":"P27174"}}P27174 (resistant to PPB). Phenotyping was undertaken using a detached pod assay. In total, we identified eight QTLs for resistance to PPB on linkage group (LG) 3, LG6, LG10, LG12, LG17 and LG27 from different phenotyping environments. However, at least one QTL, QTL-5 on LG10 was consistently detected in both phenotyping environments and accounted for up to 28.2% of the total phenotypic variance. The results of this study showed that the QTL-2 on LG3 interacts epistatically with QTL-5 and QTL-6, which map on LG10 and LG12, respectively.     

An SSR-based genetic map of pepper (Capsicum annuum L.) serves as an anchor for the alignment of major pepper maps

Of the Capsicum peppers (Capsicum spp.), cultivated C. annuum is the most commercially important, but has lacked an intraspecific linkage map based on sequence-specific PCR markers in accord with haploid chromosome numbers. We constructed a linkage map of pepper using a doubled haploid (DH) population derived from a cross between two C. annuum genotypes, a bell-type cultivar ‘California Wonder’ and a Malaysian small-fruited cultivar ‘LS2341 ({"type":"entrez-nucleotide","attrs":{"text":"JP187992","term_id":"347495878"}}JP187992)’, which is used as a source of resistance to bacterial wilt (Ralstonia solanacearum). A set of 253 markers (151 SSRs, 90 AFLPs, 10 CAPSs and 2 sequence-tagged sites) was on the map which we constructed, spanning 1,336 cM. This is the first SSR-based map to consist of 12 linkage groups, corresponding to the haploid chromosome number in an intraspecific cross of C. annuum. As this map has a lot of PCR-based anchor markers, it is easy to compare it to other pepper genetic maps. Therefore, this map and the newly developed markers will be useful for cultivated C. annuum breeding.     

Characterization and genetic mapping of eceriferum-ym (cer-ym), a cutin deficient barley mutant with impaired leaf water retention capacity

The cuticle covers the aerial parts of land plants, where it serves many important functions, including water retention. Here, a recessive cuticle mutant, eceriferum-ym (cer-ym), of Hordeum vulgare L. (barley) showed abnormally glossy spikes, sheaths, and leaves. The cer-ym mutant plant detached from its root system was hypersensitive to desiccation treatment compared with wild type plants, and detached leaves of mutant lost 41.8% of their initial weight after 1 h of dehydration under laboratory conditions, while that of the wild type plants lost only 7.1%. Stomata function was not affected by the mutation, but the mutant leaves showed increased cuticular permeability to water, suggesting a defective leaf cuticle, which was confirmed by toluidine blue staining. The mutant leaves showed a substantial reduction in the amounts of the major cutin monomers and a slight increase in the main wax component, suggesting that the enhanced cuticle permeability was a consequence of cutin deficiency. cer-ym was mapped within a 0.8 cM interval between EST marker {"type":"entrez-nucleotide","attrs":{"text":"AK370363","term_id":"326489160","term_text":"AK370363"}}AK370363 and {"type":"entrez-nucleotide","attrs":{"text":"AK251484","term_id":"151420132","term_text":"AK251484"}}AK251484, a pericentromeric region on chromosome 4H. The results indicate that the desiccation sensitivity of cer-ym is caused by a defect in leaf cutin, and that cer-ym is located in a chromosome 4H pericentromeric region.     

Mapping quantitative trait loci for yield-related traits in soybean (Glycine max L.)

Development of soybean cultivars with high seed yield is a major focus in soybean breeding programs. This study was conducted to identify genetic loci associated with seed yield-related traits in soybean and also to clarify consistency of the detected QTLs with QTLs found by previous researchers. A population of 135 F_2:3 lines was developed from a cross between a vegetable soybean line (MJ0004-6) and a landrace cultivar from Myanmar ({"type":"entrez-nucleotide","attrs":{"text":"R18500","term_id":"772110","term_text":"R18500"}}R18500). They were evaluated in the experimental field of Kasetsart University, Kamphaeng Saen, Nakhon Pathom, Thailand in a randomized complete block design with two replications each in 2011 and 2012 growing seasons. The two parents exhibited contrasting characteristics for most of the traits that were mapped. Analysis of variance showed that the main effects of genotype and environment (year) were significant for all studied traits. Genotype by environment interaction was also highly significant for all the traits. The population was genotyped by 149 polymorphic SSR markers and the genetic map consisted of 129 SSR loci which converged into 38 linkage groups covering 1156 cM of soybean genome. There were 10 QTLs significantly associated with seed yield-related traits across two seasons with single QTLs explaining between 5.0% to 21.9% of the phenotypic variation. Three of these QTLs were detected in both years for days to flowering, days to maturity and 100 seed weight. Most of the detected QTLs in our research were consistent with earlier QTLs reported by previous researchers. However, four novel QTLs including SF1, SF2 and SF3 on linkage groups L and N for seed filling period and PN1 on linkage group D1b for pod number were identified in the present study.     

Molecular marker-based genetic linkage map of a diploid banana population (Musa acuminata Colla)

A well-saturated genetic linkage map is valuable for fundamental and applied genetic research. Genetic linkage maps of two half-sib diploid banana populations were constructed using allele-specific-polymerase chain reactions (AS-PCRs), diversity array technology (DArT), and simple sequence repeat (SSR) markers. Molecular maps were produced for each parent using the pseudo-testcross mapping strategy. The first maternal map (6142-1, 81 individuals) consisted of 231 markers divided as followed: 121 DArT, 106 SSR and 4 AS-PCR markers in 15 linkage groups (LGs) covering 670?cM. The second maternal map (6142-1-S, 58 individuals) contained a total of 152 markers including 71 DArTs, 79 SSRs, and 2 AS-PCRs mapped to 16 LGs that spanned 698?cM. The combined paternal map (139 individuals) comprised 316 markers (196 DArTs, 117 SSRs and 3 AS-PCRs) distributed over 15 LGs with a total map length of 1,004?cM. While distorted segregation of some markers was observed in all maps, this was much more frequent for the male parent. Homology between maps was assessed using common markers. While there was generally good congruity with regard to marker order across maps, incongruity in other cases may reflect chromosomal rearrangement events such as inversions, translocations, or deletions. The new banana map can provide a better understanding of the Musa genome and could be used for the identification of economically important traits and improvement of breeding strategies.     

Rapid genotyping with DNA micro-arrays for high-density linkage mapping and QTL mapping in common buckwheat (Fagopyrum esculentum Moench)

For genetic studies and genomics-assisted breeding, particularly of minor crops, a genotyping system that does not require a priori genomic information is preferable. Here, we demonstrated the potential of a novel array-based genotyping system for the rapid construction of high-density linkage map and quantitative trait loci (QTL) mapping. By using the system, we successfully constructed an accurate, high-density linkage map for common buckwheat (Fagopyrum esculentum Moench); the map was composed of 756 loci and included 8,884 markers. The number of linkage groups converged to eight, which is the basic number of chromosomes in common buckwheat. The sizes of the linkage groups of the P1 and P2 maps were 773.8 and 800.4 cM, respectively. The average interval between adjacent loci was 2.13 cM. The linkage map constructed here will be useful for the analysis of other common buckwheat populations. We also performed QTL mapping for main stem length and detected four QTL. It took 37 days to process 178 samples from DNA extraction to genotyping, indicating the system enables genotyping of genome-wide markers for a few hundred buckwheat plants before the plants mature. The novel system will be useful for genomics-assisted breeding in minor crops without a priori genomic information.     

利用3个F_2群体整合高密度栽培种花生遗传连锁图

遗传图谱的构建及整合是开展花生分子育种研究的基础,利用多个作图群体整合遗传图谱是解决图谱标记密度低的有效途径。本研究采用基于锚定SSR标记的作图策略,构建3个F_2群体3张遗传连锁图,利用Join Map 3.0软件整合图谱,获得一张包含20个连锁群、792个位点、总遗传距离为2079.50 c M,标记间平均距离为2.63 c M的整合图谱,各连锁群标记数在20~66个之间,遗传距离在59.10~175.80 c M之间。将3个分离群体中检测到的与荚果及种子大小相关的QTL区段与整合连锁图的标记比较发现,各群体中检测到的位于各染色体上的QTL在整合图谱中都能出现,有些QTL标记区间在整合图谱中存在更多的标记,为今后利用这些标记进行精细定位奠定了基础。     

亚麻遗传连锁图谱的构建

利用DIANE (纤用亚麻栽培种)和宁亚17 (油用亚麻栽培种)为杂交亲本,构建30个F₂单株作为作图群体,选用71对SRAP和24对SSR共显性标记构建了全长为546.5 cM,含12个连锁群(LGs)的亚麻遗传连锁图谱,标记均匀分布于12个连锁群,每个连锁群有4~15个标记,标记间平均距离为5.75 cM。结果表明,SRAP标记和SSR标记中共显性标记适合于亚麻遗传连锁图谱的构建,但该图谱覆盖的基因组范围较小,需继续图谱的完整性工作。本研究为今后的亚麻在分子生物学方面的研究提供了基础信息。     

一张含有315个SSR和40个AFLP标记的大豆分子遗传图的整合

本研究是基于“锚定SSR标记”作图策略,利用2个F2群体,选用592对SSR引物,对宛煜嵩等利用重组自交系群体Jinf构建的含有227个SSR标记的图谱的基础上进行整合。整合后的大豆分子遗传图包含315个SSR标记和40个AFLP标记,总图距为1951.7cM,相邻标记间的平均图距为5.48cM。整合后的遗传连锁图归属20个连锁群对应于大豆20条染色体,连锁群长度范围从40.8cM到184.4cM,标记数范围从11到41个。整合后的图谱新增加了87个SSR标记,其中A2、C1、C2、D1b和G连锁群有较多的标记增加。整合后的大豆分子遗传图谱中的标记顺序比原图谱与“公共图谱”有更好的线性符合度。本文还进一步对两种类型的作图群体的配合和不同作图软件的选用等问题进行了比较和深入的讨论。     

Construction of a high-density reference linkage map of tea (Camellia sinensis)

A few linkage maps of tea have been constructed using pseudo-testcross theory based on dominant marker systems. However, dominant markers are not suitable as landmark markers across a wide range of materials. Therefore, we developed co-dominant SSR markers from genomic DNA and ESTs and constructed a reference map using these co-dominant markers as landmarks. A population of 54 F₁ clones derived from reciprocal crosses between ‘Sayamakaori’ and ‘Kana-Ck17’ was used for the linkage analysis. Maps of both parents were constructed from the F₁ population that was taken for BC₁ population. The order of most of the dominant markers in the parental maps was consistent. We constructed a core map by merging the linkage data for markers that detected polymorphisms in both parents. The core map contains 15 linkage groups, which corresponds to the basic chromosome number of tea. The total length of the core map is 1218 cM. Here, we present the reference map as a central core map sandwiched between the parental maps for each linkage group; the combined maps contain 441 SSRs, 7 CAPS, 2 STS and 674 RAPDs. This newly constructed linkage map can be used as a basic reference linkage map of tea.     

Development of EST-SSR markers and construction of a linkage map in faba bean (Vicia faba)

To develop a high density linkage map in faba bean, a total of 1,363 FBES (Faba bean expressed sequence tag [EST]-derived simple sequence repeat [SSR]) markers were designed based on 5,090 non-redundant ESTs developed in this study. A total of 109 plants of a ‘Nubaria 2’ × ‘Misr 3’ F₂ mapping population were used for map construction. Because the parents were not pure homozygous lines, the 109 F₂ plants were divided into three subpopulations according to the original F₁ plants. Linkage groups (LGs) generated in each subpopulation were integrated by commonly mapped markers. The integrated ‘Nubaria 2’ × ‘Misr 3’ map consisted of six LGs, representing a total length of 684.7 cM, with 552 loci. Of the mapped loci, 47% were generated from multi-loci diagnostic (MLD) markers. Alignment of homologous sequence pairs along each linkage group revealed obvious syntenic relationships between LGs in faba bean and the genomes of two model legumes, Lotus japonicus and Medicago truncatula. In a polymorphic analysis with ten Egyptian faba bean varieties, 78.9% (384/487) of the FBES markers showed polymorphisms. Along with the EST-SSR markers, the dense map developed in this study is expected to accelerate marker assisted breeding in faba bean.     

山农01-35×藁城9411重组自交系遗传图谱构建及粒重QTL分析

为利用分子遗传图谱进行小麦产量数量性状位点定位分析,以大粒高产小麦品系山农01-35和强筋小麦藁城9411为亲本,衍生了含182个家系的重组自交系(RIL)F₈群体,用442个DArT标记、59个SSR标记和1个TaGW2-CAPS标记,构建了包括29个连锁群的分子遗传图谱,总遗传长度为4 084.5 cM,标记间平均距离为8.13 cM。定位了54个新标记位点,包括44个DArT和10个SSR标记,分布于除4D、6B、7B外的其他18条染色体上。用该分子遗传图谱和4个环境粒重表型值,共检测到7个影响粒重的加性QTL,分别位于1B、4B、5B、6A染色体,其中QGW4B-7、QGW5B-20和QGW6A-29在单环境分别定位和4个环境共同定位两种方法中均能检测到。QGW4B-7、QGW5B-12和QGW6A-29对粒重的贡献率均超过10%,为主效QTL。本研究结果可为小麦高产优质性状的QTL分析及分子标记辅助选择提供参考。     

SSR作为锚定标记构建白菜×芜菁分子遗传图谱

为了将已有的大白菜分子遗传图谱和已发表的A基因组参考图谱对应起来,本研究利用国际上发表的大白菜和甘蓝型油菜A基因组特异SSR标记作为锚定标记,重新构建了白菜×芜菁分子遗传图谱。利用双亲和F1对326个SSR标记进行了筛选,共获得86个多态性分子标记。在此基础上整合了已有的400个标记,最终构建了一张由10个连锁群组成,包含了347个标记的分子连锁图谱,图谱总长度为1008.7cM,标记间的平均图距为2.91cM。此图谱上包含了已在A基因组参考图谱上定位的56个SSR标记,分布于10个连锁群上,从而将各个连锁群与参考图谱的连锁群对应起来。每个连锁群上的标记数在25～58个之间,连锁群长度在60.6～177.0cM范围内,平均图距在1.33～4.92cM之间。该图谱为白菜重要性状的遗传定位奠定了良好基础。     

利用2个F_2群体整合中国豌豆高密度SSR遗传连锁图谱

豌豆(Pisum sativum L.)是一种重要的食用豆类作物,在全世界范围内广泛种植,既可作为人类食物,也可作为牲畜饲料。用SSR标记构建的遗传连锁图谱在豌豆和其他作物的标记辅助育种中发挥着重要的作用。尽管对豌豆遗传连锁作图的研究已有悠久历史,但公众可获得且可转移的SSR标记以及基于遗传独特的中国豌豆种质的高密度遗传连锁图谱仍然有限。为了获得更多可转移的SSR标记和中国豌豆的高密度遗传连锁图谱,本研究首先从自主开发和文献获取的12,491个全基因组SSR标记中筛选了617个多态性SSR标记,并用于G0003973×G0005527 F_2群体遗传连锁图谱的加密。加密后的图谱全长扩展到5330.6 cM,包含603个SSR标记,标记平均间距离8.8 cM,相比之前的图谱有明显改善。基于上述结果,我们又筛选了119个具有多态性的SSR标记,用于构建大样本W6-22600×W6-15174 F_2群体的遗传连锁图谱,新图谱累积长度为1127.1 cM,包含118个SSR标记,装配在7条连锁群上。最后,将来自以上2个遗传图谱的数据进行整合,得到了一张覆盖范围6592.6 cM的整合图谱,包含668个SSR标记,由509个基因组SSR、134个EST-SSR和25个锚定标记组成,分布在7条连锁群上。这些SSR标记和遗传连锁图谱将为豌豆的遗传研究和标记辅助育种提供有力工具。     

Development of high-density interspecific genetic maps for the identification of QTLs conferring resistance to <Emphasis Type="Italic">Valsa ceratosperma</Emphasis> in apple

Valsa canker (Valsa ceratosperma (Tode ex Fr.) Maire) is one of the most destructive fungal diseases of apple, especially in Eastern Asia. In this study, the first high density genetic linkage map of Malus asiatica × Malus domestica was constructed by 640 simple sequence repeats (SSRs) and 490 single nucleotide polymorphisms (SNPs), which spanned 1497.5 cM with an average marker interval of 1.33 cM per marker. Quantitative trait loci (QTLs) for apple’s resistance to V. ceratosperma isolates 03-8 and xc56 were identified using the linkage map. Lesion lengths were used as the phenotypic data for the QTL analysis, which were measured on 1-year-old shoots inoculated with conidia of the two isolates. One QTL for resistance to isolate 03-8 was mapped on LG 16, and one QTL for resistance to isolate xc56 was detected on LG 9. Our research not only promoted the further understanding of the genetic basis of apple’s resistance to Valsa canker but also provided two molecular markers that might be used in future marker-assisted selection for resistance in apple breeding programs.     

QTL mapping and identification of corresponding genomic regions for black pod disease resistance to three <Emphasis Type="Italic">Phytophthora</Emphasis> species in <Emphasis Type="Italic">Theobroma cacao</Emphasis> L.

The cacao tree (Theobroma cacao L.) is a species of great importance because cacao beans are the raw material used in the production of chocolate. However, the economic success of cacao is largely limited by important diseases such as black pod, which is responsible for losses of up to 30–40% of the global cacao harvest. The discovery of resistance genes could extensively reduce these losses. Therefore, the aims of this study were to construct an integrated multipoint genetic map, align polymorphisms against the available cacao genome, and identify quantitative trait loci (QTLs) associated with resistance to black pod disease in cacao. The genetic map had a total length of 956.41 cM and included 186 simple sequence repeat (SSR) markers distributed among 10 linkage groups. The physical “in silico” map covered more than 200 Mb of the cacao genome. Based on the mixed model predicted means of Phytophthora evaluation, a total of 6 QTLs were detected for Phytophthora palmivora (1 QTL), Phytophthora citrophthora (1 QTL), and Phytophthora capsici (4 QTLs). Approximately 1.77–3.29% of the phenotypic variation could be explained by the mapped QTLs. Several SSR marker-flanking regions containing mapped QTLs were located in proximity to disease regions. The greatest number of resistance genes was detected in linkage group 6, which provides strong evidence for a QTL. This joint analysis involving multipoint and mixed-model approaches may provide a potentially promising technique for detecting genes resistant to black pod and could be very useful for future studies in cacao breeding.     

大豆异地衍生重组自交系群体遗传图谱的构建及比较

以Peking×7605组合分别在济南和南京衍生大豆重组自交系群体JN(RN)P7和NJ(RN)P7,利用145个在亲本之间表现多态的SSR引物和1个形态学标记BSC (黑色种皮性状)及JoinMap 4.0软件构建了2张分别含27个和25个连锁群的大豆遗传图谱,其总长度分别为1 574.80 cM和1 682.50 cM,标记间平均距离分别是13.58 cM和15.72 cM,连锁群长度范围分别为17.30~127.40 cM和20.10~137.50 cM。所构建的两张图谱均与“公共图谱”对应性较好。两图谱间整体上较为一致,但也存在诸多不同点。表明原本具有相同遗传背景的杂交后代,在不同生态环境选择压力下形成的重组自交系群体间遗传结构存在真实差异。