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Genetic stability, genetic variation, and fitness performance of the genetic sexing Salaya1 strain for Bactrocera dorsalis, under long-term mass rearing conditions. 长期大规模饲养条件下背小实蝇遗传性别鉴定菌株Salaya1的遗传稳定性、遗传变异及适合度表现
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-18 DOI: 10.1186/s12863-020-00933-4
Nidchaya Aketarawong, Siriwan Isasawin, Kamoltip Laohakieat, Sujinda Thanaphum

Background: A genetic sexing strain (GSS) is an essential component for pest control using the sterile insect technique (SIT). A GSS is developed using a combination of Y-autosome translocation and a selectable marker such as pupal color, resulting in heterozygous males and homozygous females that possess wild-type brown pupae (wp+) and mutant white pupae (wp) alleles, respectively. The genetic sexing Salaya1 strain developed for Bactrocera dorsalis was evaluated using a clean stream and scaled-up for subsequent production lines (e.g., initiation, injection, and release). Colony management under small- and large-scale conditions for long-term rearing may affect the sexing system, genetic background, and fitness performance of the strain. Routine monitoring was applied to study genetic stability, genetic variation, and male mating competitiveness.

Results: The percentage of recombinants was significantly different between males (wp) and females (wp+), ranging between 0.21-0.43% and 0.01-0.04%, respectively. Using 106 bands from six ISSR markers, the genetic backgrounds of two generations (F40 and F108) of the clean stream were found to be almost identical (0.960), and between those two generations and the wild population, the similarities were 0.840 and 0.800, respectively. In addition, the sterile males performed well in competitive mating with fertile females (Relative Sterility Index = 0.67 ± 0.13). The rates of fliers calculated from both clean and release streams were higher than 0.95. Regarding the fitness of the Salaya1 strain, the fertility and pupal recovery were similar in all production lines. The sex ratio (Male/Female) distortion was also recorded.

Conclusions: The Salaya1 strain reared at the mass-rearing facility retained its genetic stability, genetic variation, behavior (e.g., competitive mating and flight ability), and traits related to fitness for at least 10 consecutive generations. The filter rearing system is effective at minimising the selection pressure while maintaining the genetic background and fitness performances of the clean stream. These characteristics were stable throughout the production lines. In addition, the production efficiency is comparable among the different production lines and other similar types of GSSs.

背景:遗传性别菌株(GSS)是利用昆虫不育技术(SIT)防治害虫的重要组成部分。利用y -常染色体易位和蛹颜色等可选择标记的组合开发出一种GSS,得到杂合雄性和纯合雌性分别具有野生型棕色蛹(wp+)和突变白色蛹(wp)等位基因。为背小实蝇(Bactrocera dorsalis)开发的遗传性别鉴定菌株Salaya1使用干净流进行了评估,并扩大了后续生产线(如起始、注射和释放)的规模。长期饲养的小规模和大规模条件下的群体管理可能会影响该品系的性别系统、遗传背景和适应度表现。采用常规监测方法研究遗传稳定性、遗传变异和雄性交配竞争能力。结果:雄性(wp)和雌性(wp+)的重组率差异显著,分别为0.21 ~ 0.43%和0.01 ~ 0.04%。利用6个ISSR标记的106个条带,发现洁净流两代(F40和F108)的遗传背景基本相同(0.960),与野生种群的相似度分别为0.840和0.800。不育雄虫与可育雌虫的竞争交配表现良好(相对不育指数= 0.67±0.13)。净流和放流的飞虫率均大于0.95。对于Salaya1菌株的适宜性,各生产线的育性和蛹恢复率相似。性别比例(男/女)失真也被记录。结论:在该大规模饲养设施饲养的Salaya1品系至少连续10代保持遗传稳定性、遗传变异、行为(如竞争性交配和飞行能力)以及与适合度相关的性状。过滤饲养系统可以有效地降低选择压力,同时保持洁净流的遗传背景和适应度性能。这些特性在整个生产线上都是稳定的。此外,不同生产线和其他同类gss的生产效率具有可比性。
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引用次数: 2
Development and characterization of a pupal-colour based genetic sexing strain of Anastrepha fraterculus sp. 1 (Diptera: Tephritidae). 一种以蛹色为基础的遗传性别鉴定菌株(双翅目:蝗科)的发育与鉴定。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-18 DOI: 10.1186/s12863-020-00932-5
José S Meza, Kostas Bourtzis, Antigone Zacharopoulou, Angeliki Gariou-Papalexiou, Carlos Cáceres

Background: Area-wide integrated pest management programs (AW-IPM) incorporating sterile insect technique (SIT) have been successful in suppressing populations of different fruit fly species during the last six decades. In addition, the development of genetic sexing strains (GSS) for different fruit fly species has allowed for sterile male-only releases and has significantly improved the efficacy and cost effectiveness of the SIT applications. The South American Fruit Fly Anastrepha fraterculus (Diptera: Tephritidae) is a major agricultural pest attacking several fruit commodities. This impedes international trade and has a significant negative impact on the local economies. Given the importance of sterile male-only releases, the development of a GSS for A. fraterculus would facilitate the implementation of an efficient and cost-effective SIT operational program against this insect pest species.

Results: For potential use in a GSS, three new morphological markers (mutants) were isolated in a laboratory strain of A. fraterculus sp. 1, including the black pupae (bp) gene located on chromosome VI. The black pupa phenotype was used as a selectable marker to develop genetic sexing strains by linking the wild type allele (bp+) to the Y-chromosome -via irradiation to induce a reciprocal Y-autosome translocation. Four GSS were established and one of them, namely GSS-89, showed the best genetic stability and the highest fertility. This strain was selected for further characterization and cytogenetic analysis.

Conclusions: We herein report the development of the first genetic sexing strain of a major agricultural pest, A. fraterculus sp. 1, using as a selectable marker the black pupae genetic locus.

背景:在过去的60年里,结合昆虫不育技术(SIT)的全区域害虫综合治理计划(AW-IPM)在抑制不同种类果蝇种群方面取得了成功。此外,针对不同果蝇物种的遗传性别株系(GSS)的开发使得雄性不育释放成为可能,并显著提高了SIT应用的效率和成本效益。南美大蝇(双翅目:小蝇科)是危害多种水果的主要农业害虫。这阻碍了国际贸易,并对当地经济产生了重大的负面影响。考虑到雄性不育释放的重要性,开发雄性不育释放系统将有助于实施有效和经济的雄性不育释放系统。结果:从实验室菌株a . fraterculus sp. 1中分离到3个新的形态标记(突变体),其中包括位于第6染色体上的黑蛹(bp)基因。通过照射将野生型等位基因(bp+)连接到y染色体上,诱导y常染色体的反向易位,将黑蛹表型作为选择性标记,培育出遗传性别化菌株。共获得4个品种,其中遗传稳定性最好、育性最高的品种为GSS-89。选择该菌株进行进一步的鉴定和细胞遗传学分析。结论:本文利用黑蛹遗传位点作为选择标记,报道了一种主要的农业害虫a . fraterculus sp. 1的第一个遗传性别鉴定菌株的发育。
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引用次数: 4
Climate stress resistance in male Queensland fruit fly varies among populations of diverse geographic origins and changes during domestication. 雄性昆士兰果蝇的气候胁迫抗性在不同地理来源的种群中存在差异,并在驯化过程中发生变化。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-18 DOI: 10.1186/s12863-020-00935-2
Ángel-David Popa-Báez, Siu Fai Lee, Heng Lin Yeap, Shirleen S Prasad, Michele Schiffer, Roslyn G Mourant, Cynthia Castro-Vargas, Owain R Edwards, Phillip W Taylor, John G Oakeshott

Background: The highly polyphagous Queensland fruit fly (Bactrocera tryoni Froggatt) expanded its range substantially during the twentieth century and is now the most economically important insect pest of Australian horticulture, prompting intensive efforts to develop a Sterile Insect Technique (SIT) control program. Using a "common garden" approach, we have screened for natural genetic variation in key environmental fitness traits among populations from across the geographic range of this species and monitored changes in those traits induced during domestication.

Results: Significant variation was detected between the populations for heat, desiccation and starvation resistance and wing length (as a measure of body size). Desiccation resistance was correlated with both starvation resistance and wing length. Bioassay data for three resampled populations indicate that much of the variation in desiccation resistance reflects persistent, inherited differences among the populations. No latitudinal cline was detected for any of the traits and only weak correlations were found with climatic variables for heat resistance and wing length. All three stress resistance phenotypes and wing length changed significantly in certain populations with ongoing domestication but there was also a strong population by domestication interaction effect for each trait.

Conclusions: Ecotypic variation in heat, starvation and desiccation resistance was detected in Australian Qfly populations, and these stress resistances diminished rapidly during domestication. Our results indicate a need to select source populations for SIT strains which have relatively high climatic stress resistance and to minimise loss of that resistance during domestication.

背景:高度多食的昆士兰果蝇(Bactrocera tryoni Froggatt)在20世纪大大扩大了其范围,现在是澳大利亚园艺中最重要的经济害虫,促使人们大力发展昆虫不育技术(SIT)控制计划。利用“共同花园”方法,我们筛选了该物种在不同地理范围内的种群中关键环境适应性性状的自然遗传变异,并监测了驯化过程中这些性状的变化。结果:不同种群之间在耐热性、干旱性和饥饿抗性以及翼长(衡量体型)方面存在显著差异。干旱性与饥饿抗性和翅长均相关。对三个重新采样的群体进行的生物测定数据表明,许多抗旱性的变化反映了群体之间持续的遗传差异。翅长和耐热性与气候变量的相关性较弱。三种抗逆性表型和翅长在特定种群中随着驯化的进行发生了显著变化,但各性状在种群中也存在较强的驯化互作效应。结论:澳洲Qfly种群在耐热性、饥饿性和干旱性方面存在生态型变异,这些抗逆性在驯化过程中迅速减弱。我们的研究结果表明,需要为具有相对较高的气候胁迫抗性的SIT菌株选择源种群,并在驯化过程中尽量减少这种抗性的损失。
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引用次数: 11
Precise single base substitution in the shibire gene by CRISPR/Cas9-mediated homology directed repair in Bactrocera tryoni. 利用CRISPR/ cas9介导的同源性定向修复技术精确替换特氏小实蝇shibire基因的单碱基。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-18 DOI: 10.1186/s12863-020-00934-3
Amanda Choo, Elisabeth Fung, Isabel Y Chen, Robert Saint, Peter Crisp, Simon W Baxter

Background: Pest eradication using the Sterile Insect Technique (SIT) involves high-density releases of sterilized males that mate with wild females and ultimately suppress the population. Sterilized females are not required for SIT and their removal or separation from males prior to release remains challenging. In order to develop genetic sexing strains (GSS), conditional traits such as temperature sensitive lethality are required.

Results: Here we introduce a known Drosophila melanogaster temperature sensitive embryonic lethal mutation into Bactrocera tryoni, a serious horticultural pest in Australia. A non-synonymous point mutation in the D. melanogaster gene shibire causes embryonic lethality at 29 °C and we successfully used CRISPR/Cas9 technology to recreate the orthologous shibire temperature sensitive-1 (shits1) mutation in B. tryoni. Genotypic analyses over three generations revealed that a high fitness cost was associated with the shits1 mutant allele and shits1 homozygotes were not viable at 21 °C, which is a more severe phenotype than that documented in D. melanogaster.

Conclusions: We have demonstrated the first successful use of CRISPR/Cas9 to introduce precise single base substitutions in an endogenous gene via homology-directed repair in an agricultural pest insect and this technology can be used to trial other conditional mutations for the ultimate aim of generating genetic sexing strains for SIT.

背景:利用昆虫不育技术(Sterile Insect Technique, SIT)消灭害虫需要高密度释放绝育雄虫与野生雌虫交配,最终抑制种群数量。绝育的雌性不需要进行SIT,在释放之前将它们从雄性中移除或分离仍然具有挑战性。为了培育遗传性别株系(GSS),需要具备温度敏感致死性等条件性状。结果:我们将一种已知的黑腹果蝇温敏胚胎致死性突变引入澳大利亚严重园艺害虫特氏小实蝇(Bactrocera tryoni)。研究人员利用CRISPR/Cas9技术成功地在特氏杆菌中重建了shibire温度敏感-1 (shits1)同源突变。三代基因型分析显示,shits1突变等位基因具有较高的适应度成本,shits1纯合子在21°C下不能存活,这是一种比D. melanogaster更严重的表型。结论:我们首次成功利用CRISPR/Cas9在农业害虫体内通过同源定向修复引入内源基因的精确单碱基替换,该技术可用于试验其他条件突变,最终目的是产生SIT的遗传性别菌株。
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引用次数: 6
Targeted generation of polyploids in Hydrangea macrophylla through cross-based breeding. 大绣球多倍体的杂交选育。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-07 DOI: 10.1186/s12863-020-00954-z
Conny Tränkner, Kristina Günther, Peter Sahr, Frauke Engel, Annette Hohe

Background: Up to now, diploid and triploid cultivars were reported for the ornamental crop Hydrangea macrophylla. Especially, the origin of triploids and their crossing behaviors are unknown, but the underlying mechanisms are highly relevant for breeding polyploids.

Results: By screening a cultivar collection, we identified diploid, triploid, tetraploid and even aneuploid H. macrophylla varieties. The pollen viability of triploids and tetraploids was comparable to that of diploids. Systematic crosses with these cultivars resulted in viable diploid, triploid, tetraploid and aneuploid offspring. Interestingly, crosses between diploids produced diploid and 0 or 1-94% triploid offspring, depending on the cultivars used as pollen parent. This finding suggests that specific diploids form unreduced pollen, either at low or high frequencies. In contrast, crosses of triploids with diploids or tetraploids produced many viable aneuploids, whose 2C DNA contents ranged between the parental 2C values. As expected, crosses between diploid and tetraploid individuals generated triploid offspring. Putative tetraploid plants were obtained at low frequencies in crosses between diploids and in interploid crosses of triploids with either diploid or tetraploid plants. The analysis of offspring populations indicated the production of 1n = 2x gametes for tetraploid plants, whereas triploids produced obviously reduced, aneuploid gametes with chromosome numbers ranging between haploid and diploid level. While euploid offspring grew normally, aneuploid plants showed mostly an abnormal development and a huge phenotypic variation within offspring populations, most likely due to the variation in chromosome numbers. Subsequent crosses with putative diploid, triploid and aneuploid offspring plants from interploid crosses resulted in viable offspring and germination rates ranging from 21 to 100%.

Conclusions: The existence of diploids that form unreduced pollen and of tetraploids allows the targeted breeding of polyploid H. macrophylla. Different ploidy levels can be addressed by combining the appropriate crossing partners. In contrast to artificial polyploidization, cross-based polyploidization is easy, cheap and results in genetically variable offspring that allows the direct selection of more robust and stress tolerant polyploid varieties. Furthermore, the generation of polyploid H. macrophylla plants will favor interspecific breeding programs within the genus Hydrangea.

背景:观赏作物大绣球目前有二倍体和三倍体品种的报道。特别是,三倍体的起源及其杂交行为尚不清楚,但其潜在的机制与多倍体的育种高度相关。结果:通过品种筛选,鉴定出了二倍体、三倍体、四倍体甚至非整倍体的大叶黄品种。三倍体和四倍体的花粉活力与二倍体相当。与这些品种的系统杂交产生了可存活的二倍体、三倍体、四倍体和非整倍体后代。有趣的是,二倍体之间的杂交产生二倍体和0%或1-94%的三倍体后代,这取决于用作花粉亲本的品种。这一发现表明,特定的二倍体形成未还原性花粉,无论是低频率还是高频率。相反,三倍体与二倍体或四倍体杂交产生许多活的非整倍体,其2C DNA含量介于亲本2C值之间。不出所料,二倍体和四倍体的杂交产生了三倍体后代。在二倍体和三倍体与二倍体或四倍体的间倍体杂交中,获得四倍体植株的可能性很小。后代群体分析表明,四倍体植株产生1n = 2x配子,而三倍体植株产生明显减少的非整倍体配子,染色体数目介于单倍体和二倍体之间。当整倍体后代生长正常时,非整倍体植株在后代群体中大多表现出异常发育和巨大的表型变异,这很可能是由于染色体数目的变化。随后与间倍体杂交的二倍体、三倍体和非整倍体后代进行杂交,产生了可存活的后代,发芽率为21% ~ 100%。结论:形成未还原性花粉的二倍体和四倍体的存在,为有针对性地选育大叶黄多倍体提供了条件。不同的倍性水平可以通过组合合适的杂交伙伴来解决。与人工多倍体化相比,杂交多倍体化容易、便宜,并且产生遗传变异的后代,从而可以直接选择更健壮和耐胁迫的多倍体品种。此外,多倍体大叶绣球的产生将有利于绣球属内的种间育种计划。
{"title":"Targeted generation of polyploids in Hydrangea macrophylla through cross-based breeding.","authors":"Conny Tränkner,&nbsp;Kristina Günther,&nbsp;Peter Sahr,&nbsp;Frauke Engel,&nbsp;Annette Hohe","doi":"10.1186/s12863-020-00954-z","DOIUrl":"https://doi.org/10.1186/s12863-020-00954-z","url":null,"abstract":"<p><strong>Background: </strong>Up to now, diploid and triploid cultivars were reported for the ornamental crop Hydrangea macrophylla. Especially, the origin of triploids and their crossing behaviors are unknown, but the underlying mechanisms are highly relevant for breeding polyploids.</p><p><strong>Results: </strong>By screening a cultivar collection, we identified diploid, triploid, tetraploid and even aneuploid H. macrophylla varieties. The pollen viability of triploids and tetraploids was comparable to that of diploids. Systematic crosses with these cultivars resulted in viable diploid, triploid, tetraploid and aneuploid offspring. Interestingly, crosses between diploids produced diploid and 0 or 1-94% triploid offspring, depending on the cultivars used as pollen parent. This finding suggests that specific diploids form unreduced pollen, either at low or high frequencies. In contrast, crosses of triploids with diploids or tetraploids produced many viable aneuploids, whose 2C DNA contents ranged between the parental 2C values. As expected, crosses between diploid and tetraploid individuals generated triploid offspring. Putative tetraploid plants were obtained at low frequencies in crosses between diploids and in interploid crosses of triploids with either diploid or tetraploid plants. The analysis of offspring populations indicated the production of 1n = 2x gametes for tetraploid plants, whereas triploids produced obviously reduced, aneuploid gametes with chromosome numbers ranging between haploid and diploid level. While euploid offspring grew normally, aneuploid plants showed mostly an abnormal development and a huge phenotypic variation within offspring populations, most likely due to the variation in chromosome numbers. Subsequent crosses with putative diploid, triploid and aneuploid offspring plants from interploid crosses resulted in viable offspring and germination rates ranging from 21 to 100%.</p><p><strong>Conclusions: </strong>The existence of diploids that form unreduced pollen and of tetraploids allows the targeted breeding of polyploid H. macrophylla. Different ploidy levels can be addressed by combining the appropriate crossing partners. In contrast to artificial polyploidization, cross-based polyploidization is easy, cheap and results in genetically variable offspring that allows the direct selection of more robust and stress tolerant polyploid varieties. Furthermore, the generation of polyploid H. macrophylla plants will favor interspecific breeding programs within the genus Hydrangea.</p>","PeriodicalId":9197,"journal":{"name":"BMC Genetics","volume":" ","pages":"147"},"PeriodicalIF":2.9,"publicationDate":"2020-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12863-020-00954-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38685193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Transferability, development of simple sequence repeat (SSR) markers and application to the analysis of genetic diversity and population structure of the African fan palm (Borassus aethiopum Mart.) in Benin. 贝宁非洲扇棕榈(Borassus aethiopum Mart.)遗传多样性和群体结构分析的可转移性、SSR标记开发及应用
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-03 DOI: 10.1186/s12863-020-00955-y
Mariano Joly Kpatènon, Kolawolé Valère Salako, Sylvain Santoni, Leila Zekraoui, Muriel Latreille, Christine Tollon-Cordet, Cédric Mariac, Estelle Jaligot, Thierry Beulé, Kifouli Adéoti

Background: In Sub-Saharan Africa, Borassus aethiopum Mart. (African fan palm) is an important non-timber forest product-providing palm that faces multiple anthropogenic threats to its genetic diversity. However, this species is so far under-studied, which prevents its sustainable development as a resource. The present work is a first attempt at characterizing the genetic diversity and population structure of B. aethiopum across nine collection sites spanning the three climatic regions of Benin, West Africa, through the use of microsatellite markers.

Results: During a first phase we relied on the reported transferability of primers developed in other palm species. We find that, in disagreement with previously published results, only 22.5% of the markers tested enable amplification of B. aethiopum DNA and polymorphism detection is very low. In a second phase, we generated a B. aethiopum-specific genomic dataset through high-throughput sequencing and used it for the de novo detection of microsatellite loci. Among the primer pairs targeting these, 11 detected polymorphisms and were further used for analyzing genetic diversity. Across the nine sites, expected heterozygosity (He) ranges from 0.263 to 0.451 with an overall average of 0.354, showing a low genetic diversity. Analysis of molecular variance (AMOVA) shows that within-site variation accounts for 53% of the genetic variation. Accordingly, the low number of migrants and positive values of the fixation index (F) in sites from both the Central (Sudano-Guinean) and the Southern (Guinean) climatic regions suggest limited gene flow between sites. The global correlation between genetic and geographic distances is weak; however, our clustering analyses indicate that B. aethiopum palms from Savè (Center) are genetically more similar to those from the North than to samples from other Central sites.

Conclusions: In the light of our results, we discuss the use of inter-species transfer vs. de novo development of microsatellite markers in genetic diversity analyses targeting under-studied species, and suggest future applications for our molecular resources. We propose that, while prominent short-range pollen and seed dispersal in Benin explain most of our results, gene flux between the Central and Northern regions, as a result of animal and/or human migrations, might underlie the Savè discrepancy.

背景:在撒哈拉以南非洲,Borassus aethiopum Mart。扇棕榈(African fan palm)是一种重要的非木材林产品棕榈,其遗传多样性面临多种人为威胁。然而,迄今为止,该物种的研究不足,这阻碍了其作为一种资源的可持续发展。目前的工作是首次尝试通过使用微卫星标记来表征跨越西非贝宁三个气候区的九个采集点的埃塞俄比亚芽孢杆菌的遗传多样性和种群结构。结果:在第一阶段,我们依赖于在其他棕榈物种中开发的引物的可转移性。我们发现,与之前发表的结果不同,只有22.5%的检测标记能够扩增埃塞俄比亚芽孢杆菌的DNA,多态性检测非常低。在第二阶段,我们通过高通量测序生成了埃塞俄比亚芽孢杆菌特异性基因组数据集,并将其用于微卫星位点的从头检测。在这些引物对中,有11对检测到多态性,并进一步用于遗传多样性分析。9个位点的期望杂合度(He)在0.263 ~ 0.451之间,总体平均值为0.354,遗传多样性较低。分子变异分析(AMOVA)表明,位点内变异占遗传变异的53%。因此,来自中部(苏丹-几内亚)和南部(几内亚)气候区的迁移者数量少,固结指数(F)为正值,表明地点之间的基因流动有限。遗传距离和地理距离之间的全球相关性较弱;然而,我们的聚类分析表明,来自Savè(中部)的埃塞俄比亚白檀棕榈树在遗传上与来自北方的棕榈树更相似,而不是来自中部其他地点的样本。结论:根据本研究结果,我们讨论了微卫星标记在物种遗传多样性分析中的应用,并对我们的分子资源的未来应用提出了建议。我们提出,虽然在贝宁突出的近距离花粉和种子传播解释了我们的大部分结果,但由于动物和/或人类迁徙而导致的中部和北部地区之间的基因通量可能是Savè差异的基础。
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引用次数: 3
Improving the accuracy of genomic evaluation for linear body measurement traits using single-step genomic best linear unbiased prediction in Hanwoo beef cattle. 利用单步基因组最佳线性无偏预测提高汉宇肉牛线性体型测量性状基因组评估的准确性。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-12-02 DOI: 10.1186/s12863-020-00928-1
Masoumeh Naserkheil, Deuk Hwan Lee, Hossein Mehrban

Background: Recently, there has been a growing interest in the genetic improvement of body measurement traits in farm animals. They are widely used as predictors of performance, longevity, and production traits, and it is worthwhile to investigate the prediction accuracies of genomic selection for these traits. In genomic prediction, the single-step genomic best linear unbiased prediction (ssGBLUP) method allows the inclusion of information from genotyped and non-genotyped relatives in the analysis. Hence, we aimed to compare the prediction accuracy obtained from a pedigree-based BLUP only on genotyped animals (PBLUP-G), a traditional pedigree-based BLUP (PBLUP), a genomic BLUP (GBLUP), and a single-step genomic BLUP (ssGBLUP) method for the following 10 body measurement traits at yearling age of Hanwoo cattle: body height (BH), body length (BL), chest depth (CD), chest girth (CG), chest width (CW), hip height (HH), hip width (HW), rump length (RL), rump width (RW), and thurl width (TW). The data set comprised 13,067 phenotypic records for body measurement traits and 1523 genotyped animals with 34,460 single-nucleotide polymorphisms. The accuracy for each trait and model was estimated only for genotyped animals using five-fold cross-validations.

Results: The accuracies ranged from 0.02 to 0.19, 0.22 to 0.42, 0.21 to 0.44, and from 0.36 to 0.55 as assessed using the PBLUP-G, PBLUP, GBLUP, and ssGBLUP methods, respectively. The average predictive accuracies across traits were 0.13 for PBLUP-G, 0.34 for PBLUP, 0.33 for GBLUP, and 0.45 for ssGBLUP methods. Our results demonstrated that averaged across all traits, ssGBLUP outperformed PBLUP and GBLUP by 33 and 43%, respectively, in terms of prediction accuracy. Moreover, the least root of mean square error was obtained by ssGBLUP method.

Conclusions: Our findings suggest that considering the ssGBLUP model may be a promising way to ensure acceptable accuracy of predictions for body measurement traits, especially for improving the prediction accuracy of selection candidates in ongoing Hanwoo breeding programs.

背景:最近,人们对农场动物体尺性状的遗传改良越来越感兴趣。它们被广泛用作性能、寿命和生产性状的预测因子,因此值得研究基因组选择对这些性状的预测准确性。在基因组预测中,单步基因组最佳线性无偏预测(ssGBLUP)方法允许在分析中纳入基因分型和非基因分型亲本的信息。因此,我们的目的是比较仅基于基因分型动物的血统最佳线性无偏预测法(PBLUP-G)、传统的血统最佳线性无偏预测法(PBLUP)、基因组最佳线性无偏预测法(GBLUP)和单步基因组最佳线性无偏预测法(ssGBLUP)对汉和牛一岁时以下 10 个体型性状的预测准确性:体高 (BH)、体长 (BL)、胸深 (CD)、胸围 (CG)、胸宽 (CW)、臀高 (HH)、臀宽 (HW)、臀长 (RL)、臀宽 (RW) 和臀宽 (TW)。数据集包括 13,067 份体型测量性状的表型记录和 1523 头基因分型动物的 34,460 个单核苷酸多态性。通过五倍交叉验证,仅对基因分型动物的每个性状和模型的准确性进行了估计:使用 PBLUP-G、PBLUP、GBLUP 和 ssGBLUP 方法评估的准确度分别为 0.02 至 0.19、0.22 至 0.42、0.21 至 0.44 和 0.36 至 0.55。各性状的平均预测准确度分别为:PBLUP-G 为 0.13,PBLUP 为 0.34,GBLUP 为 0.33,ssGBLUP 为 0.45。我们的结果表明,从所有性状的平均值来看,ssGBLUP 的预测准确率分别比 PBLUP 和 GBLUP 高 33% 和 43%。此外,ssGBLUP 方法的均方根误差最小:我们的研究结果表明,考虑使用 ssGBLUP 模型可能是确保体型特征预测准确性的一种有前途的方法,特别是在正在进行的汉和育种项目中,它可以提高候选体型特征的预测准确性。
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引用次数: 0
Genetic analysis of rice seedling traits related to machine transplanting under different seeding densities. 不同播种密度下水稻机插苗相关性状的遗传分析。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-11-26 DOI: 10.1186/s12863-020-00952-1
Dan Zhu, Yuping Zhang, Jing Xiang, Yaliang Wang, Defeng Zhu, Yikai Zhang, Huizhe Chen

Background: Due to the diversity of rice varieties and cropping systems in China, the limitation of seeding density and seedling quality makes it hard to improve machine-transplanted efficiency. Previous studies have shown that indica and japonica varieties varied in machine transplanting efficiency and optimal seeding density. In this study, a RIL population derived from '9311' and 'Nipponbare' were performed to explore the seedling traits variations and the genetic mechanism under three seeding densities.

Results: The parents and RIL population exhibited similar trends as the seeding density increased, including seedling height and first leaf sheath length increases, shoot dry weight and root dry weight decreases. Among the 37 QTLs for six traits detected under the three seeding densities, 12 QTLs were detected in both three seeding densities. Five QTL hotspots identified clustered within genomic regions on chromosomes 1, 2, 4, 6 and 11. Specific QTLs such as qRDW1.1 and qFLSL5.1 were detected under low and high seeding densities, respectively. Detailed analysis the QTL regions identified under specific seeding densities revealed several candidate genes involved in phytohormones signals and abiotic stress responses. Whole-genome additive effects showed that '9311' contributed more loci enhancing trait performances than 'Nipponbare', indicating '9311' was more sensitive to the seeding density than 'Nipponbare'. The prevalence of negative epistasis effects indicated that the complementary two-locus homozygotes may not have marginal advantages over the means of the two parental genotypes.

Conclusions: Our results revealed the differences between indica rice and japonica rice seedling traits in response to seeding density. Several QTL hotspots involved in different traits and specific QTLs (such as qRDW1.1 and qFLSL5.1) in diverse seeding densities had been detected. Genome-wide additive and two-locus epistasis suggested a dynamic of the genetic control underlying different seeding densities. It was concluded that novel QTLs, additive and epistasis effects under specific seeding density would provide adequate information for rice seedling improvement during machine transplanting.

背景:由于中国水稻品种和种植制度的多样性,秧苗密度和秧苗质量的限制使机插效率难以提高。以往的研究表明,籼稻和粳稻品种在机插效率和最佳播种量上存在差异。本研究以‘9311’和‘Nipponbare’为材料,探讨了3种播种密度下水稻幼苗性状的变化及其遗传机制。结果:随着种子密度的增加,亲本和RIL群体表现出相似的趋势,苗高和第一叶鞘长增加,茎干重和根干重减少;在3种播种密度下检测到的6个性状的37个qtl中,在3种播种密度下均检测到12个qtl。5个QTL热点聚集在染色体1、2、4、6和11的基因组区域内。在低播密度和高播密度下分别检测到qRDW1.1和qFLSL5.1等特异性qtl。详细分析了在特定播种密度下鉴定的QTL区域,揭示了几个参与植物激素信号和非生物胁迫响应的候选基因。全基因组加性效应表明,‘9311’比‘Nipponbare’贡献了更多的性状增强位点,表明‘9311’对播种密度的敏感性高于‘Nipponbare’。负上位效应的普遍存在表明,互补的双位点纯合子可能并不比两个亲本基因型具有边际优势。结论:本研究揭示了籼稻和粳稻幼苗性状对播种密度的响应差异。在不同的播种密度下,发现了多个涉及不同性状和特定QTL(如qRDW1.1和qFLSL5.1)的QTL热点。全基因组加性和双位点上位性表明,不同种子密度下的遗传控制是动态的。结果表明,新的qtl、特定密度下的加性效应和上位效应为水稻机插育苗改良提供了充分的信息。
{"title":"Genetic analysis of rice seedling traits related to machine transplanting under different seeding densities.","authors":"Dan Zhu,&nbsp;Yuping Zhang,&nbsp;Jing Xiang,&nbsp;Yaliang Wang,&nbsp;Defeng Zhu,&nbsp;Yikai Zhang,&nbsp;Huizhe Chen","doi":"10.1186/s12863-020-00952-1","DOIUrl":"https://doi.org/10.1186/s12863-020-00952-1","url":null,"abstract":"<p><strong>Background: </strong>Due to the diversity of rice varieties and cropping systems in China, the limitation of seeding density and seedling quality makes it hard to improve machine-transplanted efficiency. Previous studies have shown that indica and japonica varieties varied in machine transplanting efficiency and optimal seeding density. In this study, a RIL population derived from '9311' and 'Nipponbare' were performed to explore the seedling traits variations and the genetic mechanism under three seeding densities.</p><p><strong>Results: </strong>The parents and RIL population exhibited similar trends as the seeding density increased, including seedling height and first leaf sheath length increases, shoot dry weight and root dry weight decreases. Among the 37 QTLs for six traits detected under the three seeding densities, 12 QTLs were detected in both three seeding densities. Five QTL hotspots identified clustered within genomic regions on chromosomes 1, 2, 4, 6 and 11. Specific QTLs such as qRDW<sub>1.1</sub> and qFLSL<sub>5.1</sub> were detected under low and high seeding densities, respectively. Detailed analysis the QTL regions identified under specific seeding densities revealed several candidate genes involved in phytohormones signals and abiotic stress responses. Whole-genome additive effects showed that '9311' contributed more loci enhancing trait performances than 'Nipponbare', indicating '9311' was more sensitive to the seeding density than 'Nipponbare'. The prevalence of negative epistasis effects indicated that the complementary two-locus homozygotes may not have marginal advantages over the means of the two parental genotypes.</p><p><strong>Conclusions: </strong>Our results revealed the differences between indica rice and japonica rice seedling traits in response to seeding density. Several QTL hotspots involved in different traits and specific QTLs (such as qRDW<sub>1.1</sub> and qFLSL<sub>5.1</sub>) in diverse seeding densities had been detected. Genome-wide additive and two-locus epistasis suggested a dynamic of the genetic control underlying different seeding densities. It was concluded that novel QTLs, additive and epistasis effects under specific seeding density would provide adequate information for rice seedling improvement during machine transplanting.</p>","PeriodicalId":9197,"journal":{"name":"BMC Genetics","volume":" ","pages":"133"},"PeriodicalIF":2.9,"publicationDate":"2020-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s12863-020-00952-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38646896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Identifying rare variants for quantitative traits in extreme samples of population via Kullback-Leibler distance. 利用Kullback-Leibler距离在种群极端样本中识别数量性状的罕见变异。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-11-24 DOI: 10.1186/s12863-020-00951-2
Yang Xiang, Xinrong Xiang, Yumei Li

Background: The rapid development of sequencing technology and simultaneously the availability of large quantities of sequence data has facilitated the identification of rare variant associated with quantitative traits. However, existing statistical methods depend on certain assumptions and thus lacking uniform power. The present study focuses on mapping rare variant associated with quantitative traits.

Results: In the present study, we proposed a two-stage strategy to identify rare variant of quantitative traits using phenotype extreme selection design and Kullback-Leibler distance, where the first stage was association analysis and the second stage was fine mapping. We presented a statistic and a linkage disequilibrium measure for the first stage and the second stage, respectively. Theory analysis and simulation study showed that (1) the power of the proposed statistic for association analysis increased with the stringency of the sample selection and was affected slightly by non-causal variants and opposite effect variants, (2) the statistic here achieved higher power than three commonly used methods, and (3) the linkage disequilibrium measure for fine mapping was independent of the frequencies of non-causal variants and simply dependent on the frequencies of causal variants.

Conclusions: We conclude that the two-stage strategy here can be used effectively to mapping rare variant associated with quantitative traits.

背景:测序技术的快速发展和大量序列数据的可用性为鉴定与数量性状相关的罕见变异提供了便利。然而,现有的统计方法依赖于一定的假设,因此缺乏统一的权力。本研究的重点是定位与数量性状相关的罕见变异。结果:本研究提出了利用表型极端选择设计和Kullback-Leibler距离鉴定数量性状罕见变异的两阶段策略,其中第一阶段是关联分析,第二阶段是精细作图。我们分别提出了第一阶段和第二阶段的统计和联动不均衡测度。理论分析和仿真研究表明:(1)本文提出的关联分析统计量的权能随样本选择的严格程度而增加,受非因果变量和相反效应变量的影响较小;(2)本文提出的关联分析统计量的权能高于三种常用方法。(3)精细映射的联动不平衡测度与非因果变量的频率无关,而仅仅依赖于因果变量的频率。结论:两阶段策略可以有效地定位与数量性状相关的罕见变异。
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引用次数: 1
Genome-wide association studies for methane emission and ruminal volatile fatty acids using Holstein cattle sequence data. 利用荷斯坦牛序列数据进行甲烷排放与瘤胃挥发性脂肪酸全基因组关联研究。
IF 2.9 Q2 Biochemistry, Genetics and Molecular Biology Pub Date : 2020-11-23 DOI: 10.1186/s12863-020-00953-0
Ali Jalil Sarghale, Mohammad Moradi Shahrebabak, Hossein Moradi Shahrebabak, Ardeshir Nejati Javaremi, Mahdi Saatchi, Majid Khansefid, Younes Miar

Background: Methane emission by ruminants has contributed considerably to the global warming and understanding the genomic architecture of methane production may help livestock producers to reduce the methane emission from the livestock production system. The goal of our study was to identify genomic regions affecting the predicted methane emission (PME) from volatile fatty acids (VFAs) indicators and VFA traits using imputed whole-genome sequence data in Iranian Holstein cattle.

Results: Based on the significant-association threshold (p < 5 × 10- 8), 33 single nucleotide polymorphisms (SNPs) were detected for PME per kg milk (n = 2), PME per kg fat (n = 14), and valeric acid (n = 17). Besides, 69 genes were identified for valeric acid (n = 18), PME per kg milk (n = 4) and PME per kg fat (n = 47) that were located within 1 Mb of significant SNPs. Based on the gene ontology (GO) term analysis, six promising candidate genes were significantly clustered in organelle organization (GO:0004984, p = 3.9 × 10- 2) for valeric acid, and 17 candidate genes significantly clustered in olfactory receptors activity (GO:0004984, p = 4 × 10- 10) for PME traits. Annotation results revealed 31 quantitative trait loci (QTLs) for milk yield and its components, body weight, and residual feed intake within 1 Mb of significant SNPs.

Conclusions: Our results identified 33 SNPs associated with PME and valeric acid traits, as well as 17 olfactory receptors activity genes for PME traits related to feed intake and preference. Identified SNPs were close to 31 QTLs for milk yield and its components, body weight, and residual feed intake traits. In addition, these traits had high correlations with PME trait. Overall, our findings suggest that marker-assisted and genomic selection could be used to improve the difficult and expensive-to-measure phenotypes such as PME. Moreover, prediction of methane emission by VFA indicators could be useful for increasing the size of reference population required in genome-wide association studies and genomic selection.

背景:反刍动物的甲烷排放是全球变暖的重要原因,了解甲烷产生的基因组结构可以帮助畜牧业生产者减少畜牧业生产系统的甲烷排放。本研究的目的是利用伊朗荷斯坦牛的全基因组序列数据,确定影响挥发性脂肪酸(VFAs)指标和VFA性状预测甲烷排放(PME)的基因组区域。结果:基于显著关联阈值(p - 8),检测到33个单核苷酸多态性(snp),分别为每千克牛奶(n = 2)、每千克脂肪(n = 14)和戊酸(n = 17)。此外,还鉴定出69个位于显著snp 1 Mb范围内的戊酸(n = 18)、每千克牛奶PME (n = 4)和每千克脂肪PME (n = 47)基因。基于基因本体(GO)术语分析,6个有希望的候选基因在缬氨酸的细胞器组织中显著聚集(GO:0004984, p = 3.9 × 10- 2), 17个候选基因在PME性状的嗅觉受体活性中显著聚集(GO:0004984, p = 4 × 10- 10)。注释结果显示,在1 Mb显著snp范围内,有31个与产奶量及其组成、体重和剩余采食量相关的数量性状位点(qtl)。结论:我们的研究结果鉴定出33个与PME和戊酸性状相关的snp,以及17个与采食量和偏好相关的PME性状嗅觉受体活性基因。在产奶量及其组成、体重和剩余采食量性状方面,鉴定的snp接近31个qtl。此外,这些性状与PME性状有较高的相关性。总的来说,我们的研究结果表明,标记辅助和基因组选择可以用来改善困难和昂贵的测量表型,如PME。此外,利用VFA指标预测甲烷排放可用于增加全基因组关联研究和基因组选择所需的参考种群规模。
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引用次数: 6
期刊
BMC Genetics
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