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1.
Growth‐related traits are the main target of genetic breeding programmes in grouper aquaculture. We constructed genetic linkage maps for tiger grouper (Epinephelus fuscoguttatus) and giant grouper (E. lanceolatus) using 399 simple sequence repeat markers and performed a quantitative trait locus (QTL) analysis to identify the genomic regions responsible for growth‐related traits in F1 hybrid grouper (E. fuscoguttatus × E. lanceolatus). The tiger grouper (female) linkage map contained 330 markers assigned to 24 linkage groups (LGs) and spanned 1,202.0 cM. The giant grouper (male) linkage map contained 231 markers distributed in 24 LGs and spanned 953.7 cM. Six QTLs affecting growth‐related traits with 5% genome‐wide significance were detected on different LGs. Four QTLs were identified for total length and body weight on Efu_LG8, 10, 13 and 19 on the tiger grouper map, which explained 6.6%–12.0% of the phenotypic variance. An epistatic QTL with a reciprocal association was observed between Efu_LG8 and 10. Two QTLs were identified for body weight on Ela_LG3 and 10 on the giant grouper map, which explained 6.9% of the phenotypic variance. Two‐way analysis of variance indicated that the QTL on Efu_LG13 interacts with the QTLs on Ela_LG3 and 10 with large effects on body weight. Furthermore, these six QTLs showed different features among the winter, summer and rainy seasons, suggesting that environmental factors and fish age affected these QTLs. These findings will be useful to understand the genetic structure of growth and conduct genetic breeding in grouper species.  相似文献   

2.
Pacific bluefin tuna (Thunnus orientalis) has high market value, but its wild populations have decreased in recent years. The broodstock of Pacific bluefin tuna that were hatched artificially and reared under aquaculture conditions is beginning to be used for production. The creation of broodstock with commercially valuable traits, such as rapid growth, is therefore of great interest. Genetic linkage map‐based identification of markers associated with quantitative trait loci (QTLs) facilitates marker‐assisted selection (MAS) breeding and allows efficient genetic improvement of broodstock. Single nucleotide polymorphism (SNP)‐based genetic linkage map construction using the genotyping‐by‐sequencing method can expand the number of mapped markers and help identify growth‐related QTLs. In this study, we constructed sex‐specific maps for 24 linkage groups consisting of 677 SNP and 651 microsatellite markers. The total lengths of 93 progenies in the mapping population followed normal distribution, with an average length of 9.4 mm. We performed composite interval mapping in the mapping population. QTL analysis revealed one significant QTL in LG10 on the female linkage map. The genetic linkage map—the second such map generated for Pacific bluefin tuna—and the growth‐related QTLs detected in this study will be useful for tuna aquaculture MAS programs.  相似文献   

3.
The locations and effects of quantitative trait loci (QTL) were estimated for nine characters for growth‐related traits in the Pacific abalone (Haliotis discus hannai Ino) using a randomly amplified polymorphic DNA (RAPD), amplification fragment length polymorphism (AFLP) and SSR genetic linkage map. Twenty‐eight putatively significant QTLs (LOD>2.4) were detected for nine traits (shell length, shell width, total weight, shell weight, weight of soft part, muscle weight, gonad and digestive gland weight, mantle weight and gill weight). The percentage of phenotypic variation explained by a single QTL ranged from 8.0% to 35.9%. The significant correlations (P<0.001) were found among all the growth‐related traits, and Pearson's correlation coefficients were more than 0.81. For the female map, the QTL for growth were concentrated on groups 1 and 4 linkage maps. On the male map, the QTL that influenced growth‐related traits gathered on the groups 1 and 9 linkage maps. Genetic linkage map construction and QTL analysis for growth‐related traits are the basis for the marker‐assisted selection and will eventually improve production and quality of the Pacific abalone.  相似文献   

4.
A genome scan, searching for quantitative trait loci (QTL) for the traits cold tolerance and body weight in tilapia, was performed on a cross between a (Oreochromis niloticus×Sarotherodon galilaeus) male and a (O. mossambicus×O. aureus) female. Fifty‐four microsatellites and 23 amplified fragment length polymorphism (AFLP) primer combinations were genotyped and tested for marker–trait associations. Sex‐specific linkage maps were constructed from this data. Twenty‐three point‐wise significant marker–trait associations were found in the genome scan, and putative QTL were subsequently tested in another (On×Sg) × (Om×Oa) family. None of the putative QTL from the first experiment were significant in the second experiment. However, one microsatellite, UNH130, found to be associated to weight in the first experiment, was found to be strongly associated to cold tolerance in the second experiment. Since QTL for cold tolerance and body weight were recently found on the linkage group containing UNH130 (linkage group 23) in another study, this linkage group was investigated more closely using interval mapping. The results provide indications, but not conclusive evidence, of a QTL for cold tolerance on linkage group 23.  相似文献   

5.
为了克服单个家系数量性状位点(QTL)检测效率低、假阳性高等缺点,实验利用250对微卫星(SSR)标记对镜鲤8个全同胞家系的522尾子代进行基因组扫描,采用半同胞家系的分析策略对镜鲤体长(SL)和体质量(BW)性状进行QTL分析。结果显示,基于父系的QTL分析,共检测到4个QTL区间,其中,3个体长的QTL中,1个为95%基因组水平(genome-wide)显著性,位于LG24,可解释表型变异率为20.3%;其余2个均为95%染色体水平(chromosome-wide)显著性,分别位于LG6和LG30,可解释表型变异率分别为11.9%和11.6%。1个体质量的QTL达到99%基因组水平,位于LG24,可解释表型变异率达到38.3%,且与体长QTL区间重叠。基于母系的QTL分析,共检测到8个QTL区间,其中,5个体长的QTL中,1个为99%染色体水平,位于LG8,可解释表型变异率为16.6%;其余4个均为95%染色体水平,分别位于LG24、LG30、LG31和LG45,可解释表型变异率为9.6%~14.2%,且位于LG24和LG30上的QTL为父母本共有;3个体质量的QTL均与体长QTL区间重叠,1个为95%染色体水平,位于LG24,其余2个均为99%染色体水平,位于LG30和LG45,可解释表型变异率分别为14.1%和13.6%。进一步分析发现,位于LG24上的体长和体质量QTL区间重叠且均为父母本共有,体质量的3个QTL均与体长QTL存在重叠区域且呈现成簇分布的特点。本研究结果不仅可以为鲤分子育种提供更可靠的标记,而且为家系和品种间QTL变异规律的探索提供基础数据。  相似文献   

6.
对草鱼生长性状进行数量性状基因座(quantitative trait locus,QTL)定位过程中,在15号连锁群中定位到一个与体质量相关的QTL,本研究根据已有的草鱼遗传连锁图谱和基因组序列,拟用短片段重复序列(short tandem repeat,STR)分型技术对该连锁群的3个scaffolds中插入/缺失型突变位点进行筛选,以降低分型成本,同时将筛选出的7个多态性位点与草鱼幼鱼生长性状进行关联分析。结果显示,(1)草鱼3个scaffolds中44个插入/缺失型突变位点中有17个简单重复序列(又称微卫星,simple sequence repeats,SSRs),2个位点引物设计不成功,设计的25对引物中仅22对扩增和分型成功;(2) 22个位点中仅有7对引物在4个亲本中存在多态性,直接测序结果发现,STR分型技术不仅可准确对插入/缺失型突变位点进行分型,同时可降低分型成本;(3)将7个插入/缺失型突变位点与323尾选育F2草鱼的生长性状进行关联分析发现,除了位点ID-10H和ID-41F以外,其余5个位点都与草鱼幼鱼的一个或多个生长性状显著相关,其中ID-6H与幼鱼肥满度性状显著相关,位点ID-11F、ID-15F、ID-32F和ID-39F分别与草鱼幼鱼体质量、体长、体宽和体高性状显著相关,可将以上5个与草鱼幼鱼生长性状相关的突变位点用于草鱼生长性状QTL加密和分子标记辅助育种。  相似文献   

7.
本研究以长牡蛎(Crassostrea gigas)F1全同胞家系为作图群体,在已构建的基于120个微卫星和66个SNP标记的长牡蛎性别平均连锁图谱上,利用PROC QTL 2.0软件对出肉率和壳形(壳宽和壳深)性状进行QTL定位分析。结果表明,共检测到13个相关的QTL,分布在3个连锁群上;其中,与出肉率相关的4个QTL定位在1号和3号连锁群上(LG1和LG3),表型解释率为0.25%~47.53%;与壳宽相关的3个QTL定位在10号连锁群上(LG10),表型解释率为0.71%~45.39%;与壳深相关的6个QTL也定位在LG10,表型解释率为3.37%~24.78%。根据QTL连锁群分析和性状相关性分析结果可以推测,出肉率与糖原含量性状以及壳宽与壳深性状分别具有相近的遗传特征,利用与相关性状共同关联的分子标记可以同时对出肉率与糖原含量性状、壳宽与壳深性状进行遗传改良。本研究结果为今后长牡蛎相关性状候选基因克隆和分子标记辅助育种提供了参考。  相似文献   

8.
Infectious salmon anaemia (ISA) is a highly virulent viral disease of Atlantic salmon that causes massive economic losses to infected aquaculture operations. Our goal was to detect and map quantitative trait loci (QTL) that confer resistance to ISA in an admixed commercial strain of Atlantic salmon that was largely founded from the Saint John River (SJR) in North America. Full‐sibling families were challenged with a virulent strain of ISA virus. Mortality was tracked during two annual trials with individual fish that survived to the end of the trial being classified as ‘resistant’, and those that died were classified as ‘susceptible’. Ten families with intermediate levels of mortality and an average size of 54.2 individuals were chosen for genotyping with a 50K SNP array designed for the SJR strain. Single nucleotide polymorphisms that were segregating within families were first used to make a composite 11K female linkage map that was then used to find the positions of QTL for ISA resistance using a half‐sib model. The dam‐based HS model detected a total of three QTL for ISA resistance including an experiment‐wide significant QTL on Ssa25 that accounted for 8.3% of the phenotypic variance and chromosome‐wide significant QTL on Ssa03 and on Ssa04 that accounted for 6.0% and 6.6% respectively. We conclude that classic linkage mapping within families continues to be an important method of detecting QTL for oligogenic traits in strains founded from multiple populations. Single nucleotide polymorphisms with moderate trait effects are being used to select within families for more ISA‐resistant strains of Atlantic salmon.  相似文献   

9.
The swimming crab (Portunus trituberculatus) is an economically important species in Asian aquaculture. Implementing growth‐related traits of P. trituberculatus into genetic breeding programmes is an ongoing effort. We used a previously published genetic linkage map of P. trituberculatus, containing 55 simple sequence repeat (SSR) markers and 172 amplified fragment length polymorphism (AFLP) techniques to map quantitative trait loci (QTL) for growth‐related traits in a single full sibling F2 family. Ten growth‐related traits were measured for QTL mapping. Composite interval mapping identified 9 QTL on the female map and 16 on the male map. Individual QTL with additive effects explained 11–38% of the phenotypic variance for various traits using the female parent's map, and from 1% to 21% using the male parent's map. Two QTL explaining a large percentage of variation in body weight were detected on chromosome 17 on the female map, and on chromosome 16 on the male map, and contributed 38% and 18% of the phenotypic variance respectively. This is the first study to report the detection and positioning of major QTL affecting growth in a true crab species (Brachyura). The mapping of growth‐related QTL in this study raises the possibility of improving the growth of P. trituberculatus through marker‐assisted selection.  相似文献   

10.
Growth rate is one of the important economic traits in aquaculture species that is influenced by quantitative trait loci (QTLs). Recently published complete genetic map of common carp (Cyprinus carpio) with 307 markers (including 109 SSR, 31 EST-SSR and 167 SNP markers) was used to determine the number and position of QTLs effecting body weight (BW) and growth rate. Ten-, 11- and 12-month-old individuals of common carp were measured, and seven QTLs were detected in three linkage groups (LG1, LG6 and LG20); three were significant QTLs (qBW2-6, qBW3-6 and qBW3-20, P < 0.001), and four were suggestive QTLs (qBW1-1, qBW1-6, qBW2-20 and qBW3-1, P < 0.01). The three significant QTLs related to BW2 and BW3 were in LG6 and LG20 and covered 18 and 41 cM, respectively. The explained variances of qBW2-6, qBW3-6 and qBW3-20 were 34.4, 32.1 and 33.4 %, respectively. The four suggestive QTLs affecting BW1, BW2 and BW3 were in LG1, LG6 and LG20 and had variances that ranged from 17.9 to 26.7 %. The similarity of the QTL intervals for BW1, BW2 and BW3 in LG6 suggested that these genes may affect growth continuously during the early stage of growth and may be important for growth. The identification of QTLs for growth rate and BW in C. carpio will lead to a better understanding of the factors that influence these traits at a genetic level and will promote the growth to higher production through marker-assisted breeding.  相似文献   

11.
Aquaculture is the fastest growing sector in agriculture. Substantial genetic gains have been achieved in a few cultured species using conventional selective breeding approaches. However, the majority of fish and shellfish species remain in their wild state. Due to the recognition of the enormous potential of marker‐assisted selection (MAS) to speed up genetic gain through early selection, aquaculture scientists have constructed linkage maps in over 40 species and mapped quantitative trait loci (QTL) for important traits in over 20 species since the 1990s. Although MAS and genomic selection (GS) have not been widely used in aquaculture, their application in breeding programmes is expected to be a fertile area of research. In this paper, I summarized the recent advances of linkage and QTL mapping, as well as MAS in aquaculture species. I also discussed the potentials of genome‐wide association studies (GWAS) and GS in aquaculture species.  相似文献   

12.
为挖掘镜鲤头长及头长体长比性状的主效QTL区间,实验利用368个SSR、336个SNP标记对镜鲤良种后代杂交F1群体的68个个体进行基因型检测,运用JoinMap 4.0软件包构建遗传连锁图谱。该图谱包含535个分子标记并被分配到50个连锁群上,覆盖基因组总长度为2 244.66 cM,标记间平均距离为4.63 cM。利用MapQTL 5.0(interval mapping,IM)区间作图法进行QTL检测。结果显示,共得到2个与头长相关的QTL区间,分别分布在LG21和LG42,可解释型变异分别为28.2%、32.6%;6个与头长体长比性状相关的QTL位于LG8、LG15、LG18、LG21、LG39、LG40,可解释表型变异范围是16.4%~49.3%。全部QTL区间中贡献率大于20%的主效QTL有7个,HL-21和HL-42是头长性状的主效区间;HBR-8、HBR-15、HBR-21、HBR-39和HBR-40是头长体长比性状的主效QTL区间。利用SPSS的一般线性模型(GLM)针对另一群体进行验证,结果表明HLJ692与镜鲤头长体长比显著相关。  相似文献   

13.
A selective and differential medium termed ‘LG agar’ was developed for the isolation and presumptive identification of Lactococcus garvieae that results in black colonies with red halos. In this study, all 14 strains of L. garvieae and only 9 of the 148 strains representing 38 other species were able to grow on the LG agar. The nine viable strains on LG agar plates (including Enterococcus faecalis, Enterococcus faecium, Lactococcus lactis, Vibrio fluvialis, Vibrio furnissii, Vibrio mimicus and Vibrio salmonicida) were further differentiated from L. garvieae by various colours or colony features. Colonies isolated from the mixing culture and the infected giant sea perch using LG agar plates were all positively identified as L. garvieae by conventional tests and 16S rDNA sequencing. Furthermore, LG agar discriminated capsulated strains of L. garvieae, which were believed to be correlated with pathogens of fish and shellfish, from non‐capsulated ones by colony appearances. The specificity and differentiating ability of LG agar suggest that this medium displays considerable potential for primary isolation and presumptive identification of L. garvieae from pathological and environmental samples.  相似文献   

14.
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15.
Glycogen content and shell pigmentation are two important economic traits of the Pacific oyster Crassostrea gigas. The first set of quantitative trait loci (QTLs) controlling the two traits was determined in an F1 full-sib family based on a sex-averaged linkage map. The linkage map was constructed using 120 SSRs, and 66 expressed sequence tag-derived single nucleotide polymorphisms (EST–SNPs). Two QTLs were found to be associated with glycogen content, explaining 0.27–79.05 % of the phenotypic variation. One QTL on LG9 were found to be related to shell pigmentation, the paternal and maternal alleles explaining 6.75 and 17.44 % of the phenotypic variation. The relationship of glycogen content with left shell depth and QTL linkage group analysis suggests that left shell depth and volume might be used to assist in indirect selection for glycogen content. The constructed linkage map and determined QTLs can provide a tool for further genetic analysis of the traits and be potential for marker-assisted selection in C. gigas breeding.  相似文献   

16.
The F1 progeny from parents selected randomly for differences in performance traits from different families of mirror carp were used as a mapping panel. Linkage maps constructed using Join Map 4.0 software with 992 microsatellite polymorphic markers ultimately yielded 51 groups. Composite interval mapping (CIM) of superoxide dismutase (SOD) trait of three tissues (liver, anterior and posterior intestine) was conducted for quantitative trait loci (QTL) location using Map QTL 6.0 software. Results shows that seven QTLs significantly (P < 0.05) explained 8.2–18.5% of the phenotypic variations in liver, five QTLs explained 7.9–11.1% of the variation in anterior intestine (P < 0.05) and six QTLs were located and explained 6.1–15.8% of the phenotypic variations in posterior intestine (P < 0.05). NCBI BLASTn was used for homology analysis between the sequences from markers used in the located QTL regions and sequences from the zebrafish database, and many protein relating with the SOD expression were blasted (similarity >85%). These results showed that it is highly probable that these QTLs are the main regions of SOD expression. The data also support the value of forward genetic studies on organism development and serve as a basis for selection.  相似文献   

17.
SLO1 potassium channels are pivotal to many aspects of spermatogenic cell. Experiments were conducted to assess physiology and function of SLO1 potassium channels in different developmental stages of spermatogenic cell in Eriocheir sinensis. First, the expression of SLO1 protein was examined via Western blot, RT‐PCR, immunohistochemistry and immunofluorescence assays. The results showed that the expression of the SLO1 protein was not uniform in the spermatogenic cells of E. sinensis. Second, whole‐cell patch clamp technique was used to record the potassium current of spermatogenic cells and to analyse the electrophysiological characteristics of the potassium channels with the aid of inhibitors. It is proved that the potassium current in E. sinensis germ cells is associated with intracellular Ca2+, and the calcium‐activated potassium channel mediated by SLO1 protein is mainly large‐conductance Ca2+‐activated K+ channels (BKCa). Based on these researches, the cDNA of SLO1 from testis was cloned and sequenced. The SLO1 protein contained domains bound to calcium ions, and the spatial structure formed by its tetramers constituted potassium channels. Phylogenetic analysis revealed that SLO1 was much closer to Scylla paramamosain than other examined species. Finally, iberiotoxin (IbTX) and CdCl2 were used to inhibit the acrosome reaction (AR) induced by A23187 and to explore the role of SLO1 potassium channels in the AR of E. sinensis. The experimental results showed that SLO1 potassium channels were expressed in E. sinensis spermatogenic cells and played an important role in the AR of crab sperm (SP).  相似文献   

18.
Firstly, a linoleic acid emulsion and fish hepatopancreas homogenate were incubated with ethoxyquin and the extracts of Angelica sinensis. The results demonstrated that ethoxyquin showed the strongest protective effects against lipid oxidation of all of the examined compounds (p < 0.05). However, ethyl acetate extract of Angelica sinensis at high concentrations showed a stronger effect on lipid oxidation than that of ethoxyquin (p < 0.05). Next, seven experimental diets that contained 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, and 6.0 g/kg of ethyl acetate extract of Angelica sinensis were fed to seven groups of carp (Cyprinus carpio var. Jian) respectively. After 60 days, carp were exposed to 2.4 mg trichlorfon/L in water for 4 days. The results displayed that trichlorfon exposure increased the contents of malonaldehyde and protein carbonyl in digestive organs and the activities of glutamate‐oxaloacetate and glutamate‐pyruvate transaminase in plasma, and decreased feed intake, the level of reduced glutathione, and the activities of trypsin, chymotrypsin, lipase, alpha‐amylase, Na+,K+‐ATPase, alkaline phosphatase, antisuperoxide anion, antihydroxyl radical, superoxide dismutase, glutathione reductase, and glutathione S‐transferase in digestive organs of carp (p < 0.05). Moreover, the dietary ethyl acetate extract of Angelica sinensis prevented the decrease in the above parameters in carp treated with trichlorfon (p < 0.05). These results revealed that the dietary ethyl acetate extract of Angelica sinensis could quench the trichlorfon‐induced structural and functional damage by improving the antioxidative capacity of the digestive organs of fish. Therefore, the extract of Angelica sinensis could be used as an inhibitor of trichlorfon stress in fish.  相似文献   

19.
牙鲆遗传作图及生长性状QTL定位   总被引：3，自引：1，他引：2  
采用牙鲆日本群体和韩国群体杂交的92个F1个体作为分离群体, 利用微卫星标记和Joinmap 4.0作图软件构建了牙鲆遗传连锁图谱。共有221个SSR标记用于连锁图谱构建, 雌性图谱中, 共178个微卫星标记定位到22个连锁群上, 观测总长度为(G oa )599.0 cM, 覆盖率(C oa )达76.27%。雄性图谱中, 共194个微卫星标记定位到23个连锁群上, G oa 为693.4 cM, C oa 为78.82%。对全长、体质量、体高3组数据进行主成分分析处理, 得到可解释3个性状的89.6%特征的一组数据, 命名为牙鲆生长性状GT。用WinQTLCart 2.5软件的复合区间作图,在已构建的遗传连锁图谱上对牙鲆生长性状GT进行QTL定位, 取LOD经验值2.5为QTL存在的阈值; 对微卫星标记进行性状—标记之间的回归分析。本研究共定位3个与牙鲆生长性状GT相关的QTLs, qGT-f4 qGT-m20 qGT-f20,可解释表型变异率分别为27.60%, 13.74%, 10.27%。在性状—标记之间的回归分析中, 得到22个与生长性状GT相关(P<0.05)的微卫星标记, 单个标记可解释表型变异率介于3.70%~10.42%, 其中6个微卫星标记scaffold558_51720、scaffold558_26183、scaffold903_69232、scaffold485_47120 、scaffold1262_77386、scaffold809_65154与生长性状GT之间呈极显著相关(P><0.01), 可解释表型变异率分别为10.42%、7.31%、10.07%、10.07%、8.39%和11.26%。  相似文献   

20.
The replacement of fish oil (FO) in Eriocheir sinensis can significantly reduce the cost of E. sinensis cultivation, while several studies have indicated that replacing FO with soybean oil (SO) could significantly reduce the resistance of E. sinensis to disease. However, the molecular mechanisms underlying these effects remain poorly understood. In this study, crabs were fed two diets containing FO or SO, following which a label‐free quantification proteomic analysis was employed. And the activity of enzymes involved in the nonspecific immune response was also measured. Growth performance was undifferentiated between the crabs fed with FO and SO. A total of 519 proteins were identified, and 70 proteins were significantly altered between the crabs fed the two different diets. Five proteins related to the immune response were identified to be differently expressed. C‐type lectin, haemocyanin subunit 6 and cryptocyanin were significantly downregulated, while fatty acid‐binding protein and catalase were highly expressed in the crabs fed SO. The activities of acid phosphatase, alkaline phosphatase, superoxide dismutase and phenoloxidase were all significantly changed in crab fed with different diets. These findings will provide novel insight into the molecular mechanism regarding the replacement of FO on the immune response of E. sinensis and provide evidences for the relationship between nutrition and immunity in E. sinensis.  相似文献   

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