与偏分离位点连锁的QTL作图的统计方法

提出了一种统计方法,可以估计与偏分离位点连锁的QTL的位置和效应。该方法利用回交群体中呈现偏分离的分子标记,首先用最大似然法对偏分离位点与标记位点之间的重组率和配子存活率进行估计,然后用区间作图法估计加性-显性模型下QTL的位置和效应参数。该方法可用于对常规作图研究中表现偏分离的标记进行分析,以帮助我们发现新的偏分离基因（或不育基因）和数量性状位点。     

构建分子标记连锁图谱的一种新方法：三点自交法

作者从数学上导出了基因作图的三点自交方法。这一方法同用三点测交法一样能提供各种作图信息,但不需要选育三隐性纯合基因亲本或品系,因而能大大提高作图功效。,从理论上证明,该方法也适合于小群体作图分子标记连锁图谱,同时用Ｆisher单一观察信息（即Ｆ信息）量证明,三点自交法是一种有效的作图方法,应用ＭＡＰＭＡＫＥＲ程序中所提供的才鼠Ｆ２群体中３３３个个体的１２个ＲＦＬＰ标记位点中前６个位点的数据对三点自交图图距计算具有与ＭＡＰＭＡＫＥＲ程序一样的功能,而且还提供了位点间的交叉干涉和位点的相引或相斥构型等信息以及紧密位点间发生负干涉作用的证据。     

应用PCR进行水稻染色体末端区域作图

利用RAPD引物介寻的不对称复性温度PCR的方法（RM－PCR）,发展了一种基于端粒重复序列的新型分子标记。并在一个籼粳杂交来源（窄叶青8号×京系17）的水稻双单倍体群体中进行了端粒重复相关顺序的遗传定位。在23个定位位点中,有12个定位在水稻8个染色体臂的最远端,并将所在染色体分别向外延长了7．7～22．6cM。其中有些可能是定位在亚端粒区。有5个位点被定位在着丝粒区,另外6个位点定位于染色体内其他区域。     

甘薯遗传作图策略研究与展望

甘薯分子遗传图谱的建立对甘薯分子育种技术体系的拓展和应用具有重要意义。当前,对甘薯分子遗传图谱的研究虽然取得一定的进展,但存在着很多技术瓶颈,如作图策略应用和优化等。总结了甘薯经典和分子遗传研究进展,剖析了甘薯分子遗传图谱作图的3种方法与策略;探讨和提出了提高甘薯作图效率和质量的途径主要是:优化作图群体质量、克服偏分离、整合多群体间遗传连锁图谱和选择合适的分子标记类型;并指出染色体关联在遗传作图中的重要性,提出甘薯分子育种领域亟待加强的方面,以期为今后甘薯精密分子图谱的建立及基于分子图谱的甘薯分子育种提供新的思路。     

利用RAPD标记构建响叶杨和银白杨分子标记连锁图谱

利用ＲＡＰＤ标记响叶杨（ Ｐｏｐｕｌｕｓ ａｄｅｎｏｐｏｄａ Ｍａｘｉｍ ．） ×银白杨（ Ｐ． ａｌｂａ Ｌ．） 的Ｆ１ 群体,按照拟测交的作图策略,分别构建了响叶杨和银白杨的分子标记连锁图谱。实验过程中对６００ 个随机的寡核苷酸引物进行了重复筛选,共选出１２８ 个引物用于作图群体的随机扩增,选择符合１∶１ 分离的拟测交位点。作图群体大小为８２ 个单株（ 包括双亲） 。结果获得了３２６ 个拟测交分离位点和７ 个３∶１ 分离位点。拟测交位点中有２３８ 个位点来源于银白杨,有８８个位点来源于响叶杨。经偏分离检测,用于银白杨作图的位点共计２１２ 个（２６ 个位点偏分离） ,用于响叶杨作图的位点共计７８ 个（１０ 个位点偏分离） 。利用多点连锁分析,银白杨中有１８９ 个连锁标记构成了２０ 个不同的连锁群（４个以上标记）,６ 个三连体和１６ 个连锁对,连锁标记覆盖的总图距为２４０２ ．４ ｃＭ（ｃｅｎｔｉｍｏｒｇａｎ） 。而响叶杨有４１ 个连锁标记分属于１２ 个不同的连锁群（２ 个以上标记） ,标记覆盖的总图距为４７９ ．４ ｃＭ。获得了中等密度的银白杨连锁图谱和响叶杨图谱的一个连锁框架     

大豆高蛋白种质中引1106蛋白质含量的QTL分析

大豆籽粒蛋白质含量由多基因控制且易受环境条件的影响,发掘高蛋白基因是促进大豆优质分子育种的重要手段。本研究选用综合性状优良、蛋白质含量较低的黑河50为轮回亲本,以引进的高蛋白种质中引1106为供体亲本,构建了由384个家系组成的回交高代群体。利用近红外光谱仪测定回交群体的蛋白质含量,使用SSR分子标记技术鉴定回交群体BC1F6基因型,通过QTL ICIMapping4.1的区间作图法(IM-ADD)和完备区间作图法(ICIM-ADD)定位蛋白含量QTL,共获得9个蛋白含量QTL,其中IM定位到7个蛋白含量QTL,而ICIM定位到3个蛋白含量QTL,两种方法同时在8号染色体上定位到一个QTL(q Pro-8-1),该QTL两侧的分子标记是SSR_50和SSR_51,可解释表型变异分别是2.26%和7.85%,定位区间物理距离大小为218.71 kb,该QTL尚未见报道,是一个与蛋白质含量相关的新QTL位点,为高蛋白大豆品种选育提供了材料和理论依据。     

利用回交法与Wx基因分子标记辅助选择培育糯性小麦

以中国春糯性位点全套近等基因系为研究材料,对小麦Wx基因的6个STS标记和1个CAPS标记进行了筛选。改良PCR扩增条件以及产物检测方式后,从这些标记中筛选出3个标记,包括鉴定Wx-A1、Wx-D1位点的2个共显性STS标记和Wx-B1位点的1个显性STS标记,用于本研究中糯性小麦的分子标记辅助育种。在育种过程中,首先配制全糯材料“98Y1441”与推广品种“川育12”的杂交组合,采用籽粒碘染法从其F2种子中选择全糯基因型个体与回交亲本川育12杂交,如此反复自交、回交,历经数代异地加代繁殖得到BC5F2代回交改良群体。利用上述3个分子标记从该群体中筛选出了8种Wx基因型,经卡方检验,其分离比符合3对基因的分离比例,其中基因型为aabbdd的植株有2株,直链淀粉含量分别为1.81%和0.82%,为全糯小麦;基因型为AAbbdd, aabbDD的部分糯性植株各有1株,直链淀粉含量分别为15.24%和17.57%。研究中获得的BC5 F2代群体的农艺性状接近回交亲本,并明显优于全糯材料“98Y1441”,表明采用回交法与Wx基因分子标记辅助选择相结合,有助于培育高产、优质的全糯和部分糯小麦。     

用花药培养创建小麦加倍单倍体作图群体

用花药培养创建加倍单倍体作图群体是构建数量性状基因作图群体的有效途径,但通过花药培养生产小麦加倍单倍体的成功率较低。该文考查了小麦幼穗发育时期、低温处理幼穗及高温处理接种花药对花粉愈伤诱导率的影响。采用春播小麦做为花药供体,推迟花药接种时间,避免试管苗在低温条件下越夏,有利于早移栽,培育冬前壮苗,同时加强试管苗移栽后的田间管理,保证安全越冬,有效地提高了花药培养生产加倍单倍体的成功率。通过花药培养创建了一个具有１９１个个体的小麦加倍单倍体作图群体,该群体将用于小麦有关抗旱性状及产量性状基因的遗传作图     

三点自交法和两点最大似然法构建水稻F2群体分子标记连锁图谱的比较

根据连锁遗传的原理,列出了三点自交法和两点自交最大似然(ML)法估算显性标记遗传距离的具体步骤和算法,将水稻F2群体含香味基因Aro及其连锁的RFLP数据转变为显性标记数据后,用上述两种方法构建的连锁图谱与用MAPMAKER软件计算共显性数据得到的图谱排序相同、标记间距离相近．但是标记数据存在较大程度偏分离时,由三点自交法构建的图谱中标记间图距有增大趋势．作者为提高作图精确性,简化计算过程,讨论了三点自交法对估算重组值的影响及其在分子标记作图中的应用价值,并建议将共显性标记转变为显性标记时进行两次自交ML法估算。     

RAPD标记构建水稻分子连锁图

利用随机扩增多态性ＤＮＡ（ＲＡＰＤ）,在一个水稻（Ｏｒｙｚａ ｓａｔｉｖａ Ｌ．）的双单倍体（ＤＨ）群体中发展分子标记,仅用５２ 个ＲＡＰＤ标记建成了一个水稻ＲＡＰＤ分子连锁图。该图覆盖基因组的总长度为８９８．４ ｃＭ （ｃｅｎｔｉｍ ｏｒｇａｎ）,标记间的平均间距为１７．３ ｃＭ,它能与用同一群体构成的ＲＦＬＰ图谱互相补充     

Mapping and Genetic Characterization of Loci Controlling the Restoration of Male Fertility in Ogura CMS Radish

Three Raphanus populations (BC1, F2 and R8) each segregating for the restoration of Ogura CMS were used tomap restorer loci. The three restorer loci, Rf1, Rf2 and Rf3, each exhibited dominant restoring alleles and wereeach mutually epistatic. Rf1 was mapped to the upper region of Rs1 using data from each population. Rf2 wasmapped to the middle of Rs2 using both the F2 and R8 populations. Rf3 was mapped to the upper region of Rs7using the R8 population. The marker analysis and linkage mapping of the BC1 and F2 populations were describedpreviously (Bett and Lydiate, 2003). Scoring at 114 marker loci in R8 population allowed a new map ofthe Raphanus genome to be integrated with the consensus map. The complex genetic control of the restoration ofOgura CMS in Raphanus is compared with the more simple genetic control of this trait previously described inB. napus. Markers linked to each of the three restorer loci will allow the routine generation and verification ofdefined restorer and maintainer lines for various combinations of defined restorer loci. Although the restorationof Ogura CMS in Raphanus probably involves additional loci, the identification of three loci and diagnosticmarkers for each provides a solid foundation for the development of a holistic model for the genetic control ofthis trait through mapping in additional populations.     

Enrichment of an intraspecific genetic map of upland cotton by developing markers using parental RAD sequencing

RAD sequencing was performed using DH962 and Jimian5 as upland cotton mapping parents. Sequencing data for DH962 and Jimian5 were assembled into the genome sequences of ≈55.27 and ≈57.06 Mb, respectively. Analysing genome sequences of the two parents, 1,323 SSR, 3,838 insertion/deletion (InDel), and 9,366 single-nucleotide polymorphism (SNP) primer pairs were developed. All of the SSRs, 121 InDels, 441 SNPs, and other 6,747 primer pairs were screened in the two parents, and a total of 535 new polymorphic loci were identified. A genetic map including 1,013 loci was constructed using these results and 506 loci previously published for this population. Twenty-seven new QTLs for yield and fibre quality were identified, indicating that the efficiency of QTL detection was greatly improved by the increase in map density. Comparative genomics showed there to be considerable homology and collinearity between the A_T and A₂ genomes and between the D_T and D₅ genomes, although there were a few exchanges and introgressions among the chromosomes of the A₂ genome. Here, the development of markers using parental RAD sequencing was effective, and a high-density intraspecific genetic map was constructed. This map can be used for molecular marker-assisted selection in cotton.     

The potential of Prunus davidiana for introgression into peach [Prunus persica (L.) Batsch] assessed by comparative mapping

The potential for introgression of Prunus davidiana, a wild species related to peach, was evaluated with respect to problems of non-Mendelian segregation or suppressed recombination which often hamper breeding processes based on interspecific crosses. Three connected (F1, F2 and BC2) populations, derived from a cross between P. davidiana clone P1908 and the peach cultivar Summergrand were used. The intraspecific map of P. davidiana already established using the F1 progeny was complemented, and two interspecific maps, for the F2 and BC2 progenies, were built with a set of markers selected from the Prunus reference map. With the molecular data collected for the F2 map construction, regions with distorted marker segregation were detected on the genome; one third of all loci deviated significantly from the expected Mendelian ratios. However, some of these distorted segregations were probably not due to the interspecific cross. On linkage group 6, a skewed area under gametic selection was most likely influenced by the self-incompatibility gene of P. davidiana. Using anchor loci, a good colinearity between the three maps built and the Prunus reference map was demonstrated. Comparative mapping also revealed that homologous recombination occurred normally between P. davidiana and the Prunus persica genome. This confirmed the closeness of the two species. Higher recombination rates were generally observed between P. davidiana and P. persica than between Prunus amygdalus and P. persica. The consequences for plant breeding strategy are discussed. The three maps of the F1, F2 and BC2 progenies provide useful tools for QTL detection and marker-assisted selection, as well as for assessing the efficiency of the peach breeding scheme applied to introgress P. davidiana genes into peach cultivated varieties.     

Genetic analysis and genome mapping in Raphanus.

The first genetic map of the Raphanus genome was developed based on meiosis in a hybrid between Raphanus sativus (cultivated radish) and Raphanus raphanistrum (wild radish). This hybrid was used to produce a BC1 population of 54 individuals and an F2 population of 85 individuals. A total of 236 marker loci were assayed in these populations using a set of 144 informative Brassica RFLP probes previously used for genetic mapping in other crucifer species. The genetic maps derived from the BC1 and F2 populations were perfectly collinear and were integrated to produce a robust Raphanus map. Cytological observations demonstrated strict bivalent pairing in the R. sativus x R. raphanistrum hybrids. Productive pairing along the length of each chromosome was confirmed by the identification of nine extensive linkage groups and the lack of clustering of marker loci. Indeed, the distributions of both marker loci and crossovers was more random than those reported for other crop species. The genetic markers and the reference map of Raphanus will be of considerable value for future trait mapping and marker-assisted breeding in this crop, as well as in the intergenomic transfer of Raphanus genes into Brassica crops. The future benefits of comparative mapping with Arabidopsis and Brassica species are also discussed.     

Mapping quantitative trait loci in inbred backcross lines of Lycopersicon pimpinellifolium (LA1589).

Although tomato has been the subject of extensive quantitative trait loci (QTLs) mapping experiments, most of this work has been conducted on transient populations (e.g., F2 or backcross) and few homozygous, permanent mapping populations are available. To help remedy this situation, we have developed a set of inbred backcross lines (IBLs) from the interspecific cross between Lycopersicon esculentum cv. E6203 and L. pimpinellifolium (LA1589). A total of 170 BC2F1 plants were selfed for five generations to create a set of homozygous BC2F6 lines by single-seed descent. These lines were then genotyped for 127 marker loci covering the entire tomato genome. These IBLs were evaluated for 22 quantitative traits. In all, 71 significant QTLs were identified, 15% (11/71) of which mapped to the same chromosomal positions as QTLs identified in earlier studies using the same cross. For 48% (34/71) of the detected QTLs, the wild allele was associated with improved agronomic performance. A number of new QTLs were identified including several of significant agronomic importance for tomato production: fruit shape, firmness, fruit color, scar size, seed and flower number, leaf curliness, plant growth, fertility, and flowering time. To improve the utility of the IBL population, a subset of 100 lines giving the most uniform genome coverage and map resolution was selected using a randomized greedy algorithm as implemented in the software package MapPop (http://www.bio.unc.edu/faculty/vision/lab/ mappop/). The map, phenotypic data, and seeds for the IBL population are publicly available (http://soldb.cit.cornell.edu) and will provide tomato geneticists and breeders with a genetic resource for mapping, gene discovery, and breeding.     

基于分离亚群体QTL定位的模拟研究

在数量性状QTL的精细定位中, 通过数量性状目标QTL的近等基因系可构建分离群体。在目标QTL效应较大的情况下, 数量性状表型值可反映目标QTL的基因型。若目标QTL附近的标记密度大时, 大样本才能定位该QTL。但是, 这增加了试验费用。为节约试验经费, 若只利用QTL纯合隐性基因型植株的分子标记信息, 也可比较准确地定位该QTL。利用极大似然法, 分别推导出F2、BC、DH以及RIL群体中重组率及其标准误的估计公式。Monte Carlo模拟研究表明, 基于定位群体中全部数据或隐性纯合基因型数据所获得的重组率估计值是一致的, 且在相同样本容量条件下, 二者精度相当。     

Mapping genes for resistance to Leptosphaeria maculans in Brassica juncea.

Blackleg disease of crucifers, caused by the fungus Leptosphaeria maculans, is a major concern to oilseed rape producers worldwide. Brassica species containing the B genome have high levels of resistance to blackleg. Brassica juncea F2 and first-backcross (B1) populations segregating for resistance to a PG2 isolate of L. maculans were created. Segregation for resistance to L. maculans in these populations suggested that resistance was controlled by two independent genes, one dominant and one recessive in nature. A map of the B. juncea genome was constructed using segregation in the F2 population of a combination of restriction fragment length polymorphism (RFLP) and microsatel lite markers. The B. juncea map consisted of 325 loci and was aligned with previous maps of the Brassica A and B genomes. The gene controlling dominant resistance to L. maculans was positioned on linkage group J13 based on segregation for resistance in the F2 population. This position was confirmed in the B1 population in which the resistance gene was definitively mapped in the interval flanked by pN199RV and sB31143F. The provisional location of the recessive gene controlling resistance to L. maculans on linkage group J18 was identified using a subset of informative F2 individuals.     

A genetic map in the Mimulus guttatus species complex reveals transmission ratio distortion due to heterospecific interactions.

As part of a study of the genetics of floral adaptation and speciation in the Mimulus guttatus species complex, we constructed a genetic linkage map of an interspecific cross between M. guttatus and M. nasutus. We genotyped an F(2) mapping population (N = 526) at 255 AFLP, microsatellite, and gene-based markers and derived a framework map through repeated rounds of ordering and marker elimination. The final framework map consists of 174 marker loci on 14 linkage groups with a total map length of 1780 cM Kosambi. Genome length estimates (2011-2096 cM) indicate that this map provides thorough coverage of the hybrid genome, an important consideration for QTL mapping. Nearly half of the markers in the full data set (49%) and on the framework map (48%) exhibited significant transmission ratio distortion (alpha = 0.05). We localized a minimum of 11 transmission ratio distorting loci (TRDLs) throughout the genome, 9 of which generate an excess of M. guttatus alleles and a deficit of M. nasutus alleles. This pattern indicates that the transmission ratio distortion results from particular interactions between the heterospecific genomes and suggests that substantial genetic divergence has occurred between these Mimulus species. We discuss possible causes of the unequal representation of parental genomes in the F(2) generation.     

A comparison of genetic maps constructed from haploid and BC1 mapping populations from the same crossing between Gossypium hirsutum L. and Gossypium barbadense L.

Simple sequence repeat (SSR) genetic maps have been separately constructed based on doubled haploid (DH) and (or) haploid and BC1 populations from the same cross between Gossypium hirsutum L. 'TM-1' and Gossypium barbadense L. 'Hai7124'. The BC1 population was produced by pollinating individual plants of the 'TM-1' x 'Hai7124' F1 with 'TM-1', whereas the DH and (or) haploid population developed from the offspring of Vsg x ('TM-1' x 'Hai7124'). Vsg is a virescently marked semigamy line of Gossypium barbadense L. Pima. The BC1 map included 34 linkage groups with an average distance between markers of 9.80 cM (Kosambi, K) and covered 4331.2 cM (K) or approximately 78.7% of the tetraploid cotton genome constructed using 440 SSR and 2 morphological marker genes. Among them, 26 were assigned to 20 chromosomes, 7 to A or D subgenomes, and 1 was unassigned. The haploid map comprised 444 SSR markers mapped to 40 linkage groups with an average distance of 7.35 cM (K) between markers, covering 3262.9 cM (K) or approximately 60.0% of the tetraploid genome. Twenty-nine linkage groups were assigned to all 19 identified chromosomes, 10 to A or D subgenomes, and 1 was unassigned. Fairly good collinearity of marker order was observed along most of the chromosomes or linkage groups. Significant differences in recombination between maps was observed at the chromosomal and genomic level and possible reasons were discussed. Map comparison and combined data provided an essential basis for further mapping of interested genes and QTLs and for studies of diversity, population structure, and phylogeny in Gossypium species.     

Advanced Intercross Lines, an Experimental Population for Fine Genetic Mapping

An advanced intercrossed line (AIL) is an experimental population that can provide more accurate estimates of quantitative trait loci (QTL) map location than conventional mapping populations. An AIL is produced by randomly and sequentially intercrossing a population that initially originated from a cross between two inbred lines or some variant thereof. This provides increasing probability of recombination between any two loci. Consequently, the genetic length of the entire genome is stretched, providing increased mapping resolution. In this way, for example, with the same population size and QTL effect, a 95% confidence interval of QTL map location of 20 cM in the F(2) is reduced fivefold after eight additional random mating generations (F(10)). Simulation results showed that to obtain the anticipated reduction in the confidence interval, breeding population size of the AIL in all generations should comprise an effective number of >/=100 individuals. It is proposed that AILs derived from crosses between known inbred lines may be a useful resource for fine genetic mapping.