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Influence of G x E interaction on heterobeltiosis, combining ability and stability of multiple cross derivatives of cotton (Gossypium hirsutum L.) amenable for HDPS gxe互作对HDPS棉花多杂交衍生物杂种优势、配合力和稳定性的影响
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-09-30 DOI: 10.31742/isgpb.82.3.12
K. Murthy, T. Pradeep
An experiment was conducted in three different locations using 42 crosses derived by crossing six lines and seven testers in Line x Tester design to identify stable cotton genotypes amenable to a high-density planting system. The heterozygotes were found more stable due to individual buffering capacities over homozygotes. Strong association between heterobeltiosis and specific combining ability (sca) was shown by the hybrids MC 4-3 x MC 3-2, MC 4-3 x MC 22-2, MC 4-3 x NH 630, MC 5-1 x MC 11-1 and MC 5-1 x NH 630 while MC 17-6 x MC 17-1, MC 4-3 x MC 3-2, MC 16-3 x MC 17-2 had out yielded homozygous parents in poor environments and exhibited heterosis and sca effects in desirable direction for short compact characters.
本试验利用6个品系和7个品系的42个杂交组合,在3个不同地点进行试验,以确定适合高密度种植系统的稳定棉花基因型。杂合子由于个体的缓冲能力比纯合子更稳定。杂交种mc4 -3与mc3 -2、mc4 -3与mc22 -2、mc4 -3与NH 630、mc5 -1与mc11 -1、mc5 -1与mc5 -1与NH 630表现出较强的杂种优势与特定配合力,而mc17 -6与mc17 -1、mc4 -3与mc3 -2、mc16 -3与mc17 -2在较差环境下均产生纯合子亲本,在短紧凑性状上表现出理想方向的杂种优势与特定配合力。
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引用次数: 0
Utilization of within location non-replicated multi-locational yield trials and GGE biplot methods for testing adaptability of tea [(Camellia sinensis (L.) O. Kuntze)] over diverse environments 利用定位内非重复多地点产量试验和GGE双标图法测定茶叶适应性[j]。O. Kuntze)]在不同的环境中
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-09-30 DOI: 10.31742/isgpb.82.3.9
J. Kottawa-Arachchi, M. Ranatunga, D. S. D. Abeysiriwardena
Selection of tea [Camellia sinensis (L.) O. Kuntze] cultivars with wide adaptability over diverse environments is an important criteria to get prior information to recommend the cultivar for a particular region. A study was carried out to identify the most adaptable and stable tea genotypes for recommendation in the Up-country tea growing region in Sri Lanka by evaluating several potential tea genotypes for their wide adaptability and stability over diverse environments based on the analysis of GE interaction using within location non-replicated multi-environmental yield trials and GGE biplot methods. Six promising tea genotypes with desirable agronomic traits selected based on preliminary yield trials were evaluated along with a standard check in large scale within location non-replicated multi-locational yield trials at six locations (tea estates) in the Up-country tea growing region in Sri Lanka. The crop yields were recorded by harvesting green leaves in every seven days for three years covering six seasons (1st pruning cycle). Yield data were analyzed by within location non-replicated multi-locational yield trials and GGE biplot analysis. The genotype 272 was identified as the most adaptable and stable genotype followed by 582 and rest of the genotypes showed poor adaptability in the test region.
茶的选择[Camellia sinensis (L.)]对不同环境具有广泛适应性的品种是获得先验信息以推荐特定地区品种的重要标准。为了确定斯里兰卡内陆茶叶种植区最具适应性和稳定性的茶叶基因型,开展了一项研究,该研究基于转基因相互作用的分析,利用非重复的多环境产量试验和转基因双图方法,评估了几种潜在的茶叶基因型在不同环境中的广泛适应性和稳定性。根据初步产量试验选择了六种具有理想农艺性状的有希望的茶叶基因型,并在斯里兰卡内陆茶叶种植区的六个地点(茶园)进行了大规模的非重复多地点产量试验,对其进行了评估和标准检查。在连续3年6个季节(第1个修剪周期)中,每7天收获一次绿叶,记录作物产量。产量数据通过区域内非重复多区域产量试验和GGE双图分析进行分析。272基因型适应性最强,稳定性最好,582基因型次之,其余基因型在试验区适应性较差。
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引用次数: 1
Genetic characterization and comparative assessment of response of biparental and multi-parental populations to northern corn leaf blight in maize (Zea mays L.) 双亲本和多亲本群体对北方玉米叶枯病的遗传特征及响应比较评价
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-09-30 DOI: 10.31742/isgpb.82.3.5
Shrikrishna P. Desai, H. Lohithaswa, N. Mallikarjuna
To compare the efficiency of multiparental and biparental progenies to northern corn leaf blight (NCLB) resistance, F3 progenies were evaluated during two seasons. A total of 418 F3 progenies derived from multiple founder parents and 248 F3 progenies derived from two parents, namely, SKV50 (Resistant) and CM202 (Susceptible) were phenotyped for their response to the NCLB during summer and kharif 2020. A wide range of disease severity was observed among F3 progenies derived from multiple parents ranging from 28.12 to 62.93%. The difference in the variances between multiparent and biparental progenies was indicated by the significance of Levene’s test. High genotypic and phenotypic coefficient of variation was observed among multi-parental progenies than those derived from the biparental population. Reaction to NCLB showed moderate heritability of 57% and high genetic advance as per cent mean (20.70%) in the case of biparental population, whereas, multi-parental population exhibited a high heritability (68%) and high genetic advance as per cent mean (28.57%). The distribution of F3 progenies was found to be positively skewed and platykurtic indicating that the trait was under the control of large number of genes with complementary gene action.
为了比较多亲本和双亲本后代对北方玉米叶枯病(NCLB)的抗性,本试验分两个季节对F3后代进行了评价。在2020年夏季和秋季,共有418个来自多个创始人父母的F3后代和248个来自两个父母的F3后代,即SKV50(抗性)和CM202(易感)对NCLB的反应进行了表型分析。多亲本F3后代的疾病严重程度差异很大,从28.12%到62.93%不等。多亲本子代与双亲本子代的差异用Levene检验的显著性表示。多亲本后代的基因型和表型变异系数高于双亲本群体。双亲本群体对NCLB的反应表现为中等遗传力(57%)和高遗传进步(平均20.70%),而多亲本群体对NCLB的反应表现为高遗传力(68%)和高遗传进步(平均28.57%)。F3子代的分布呈正偏斜和平丘分布,表明该性状受大量具有互补基因作用的基因控制。
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引用次数: 0
Identification and validation of genetic locus linked to flavonoid and anthocyanin content in rice using Bulk Segregant Analysis 水稻类黄酮和花青素含量相关基因座的本体分离分析与验证
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-09-29 DOI: 10.31742/isgpb.82.3.4
M. A. Fathima, S. Geetha, M. Hemalatha, K. Amudha
A study was undertaken to identify the genetic locus linked with the therapeutic traits, viz., flavonoid and anthocyanin contents in rice grains by Bulk Segregant Analysis using the F2 population derived from the cross, ADT(R)48/Kavuni. The donor for high anthocyanin and flavonoid content was Kavuni, one of the popular landraces of Tamil Nadu, which exists in various forms with respect to grain pigmentation. Through this study, three linked SSR markers, namely, RM228 (Chromosome 10) for flavonoid and anthocyanin content, RM5348 (Chromosome 10) for flavonoid content, and RM297 (Chromosome 1) for anthocyanin content, were identified. Among these markers, RM5348 was identified as a novel marker, lies in the genomic region of the gene encoding the enzyme flavonoid 3’-monooxygenase indicating more reliability. The association of these identified markers was further validated through Single Marker Analysis (SMA), and the results confirmed the strong association of these markers with the respective traits in various forms of Kavuni, other pigmented landraces, and improved cultivars. However, the validation must also be done in a population with another genetic background to prove the stern association of these markers with the traits.
利用来自杂交后代ADT(R)48/Kavuni的F2群体,通过Bulk Segregant分析,确定了与治疗性状(即稻米中类黄酮和花青素含量)相关的遗传位点。高花青素和类黄酮含量的供体是Kavuni,它是泰米尔纳德邦流行的地方品种之一,在谷物色素沉着方面以各种形式存在。通过本研究,鉴定了三个连锁的SSR标记,即类黄酮和花青素含量的RM228(10号染色体)、类黄酮含量的RM5348(10号号染色体)和花青素内容的RM297(1号染色体)。在这些标记中,RM5348被鉴定为一个新的标记,位于类黄酮3'-单加氧酶编码基因的基因组区域,表明其可靠性更高。通过单标记分析(SMA)进一步验证了这些已鉴定标记的关联性,结果证实了这些标记与各种形式的卡武尼、其他有色地方品种和改良品种的各自性状的强关联性。然而,还必须在具有其他遗传背景的群体中进行验证,以证明这些标记与性状的严格关联。
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引用次数: 0
Recent trends in crop breeding, the varietal induction in seed chain and its impact on food grain production in India 印度作物育种的最新趋势、种子链中的品种诱导及其对粮食生产的影响
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-09-29 DOI: 10.31742/isgpb.82.3.1
Kunwar Harendra Singh, J. S. Chauhan, P. R. Choudhury, A. Thakur
Food grains in India achieved an all-time high production (310.74 mt) during 2020-21. Varietal and seed replacement rates played an important role in achieving this milestone. A total of 1646 varieties of food crops comprising 1273 of cereals and 373 of pulses were released from 2011 to 2022. Of these 977 varieties consisting of cereals (667) and pulses (310) have been inducted into the seed chain during 2020-21. New breeding technonologies such as bio-fortification of food crops and marker-assisted breeding were applied to improve crop varieties with respect to specific desirable traits. A total of 65 bio-fortified varieties comprising rice (8), wheat (28), maize (14), pearl millet (9), finger millet (3), little millet (1) and lentil (2) have been released with improved levels of proteins, essential amino acids (lysine, tryptophan), vitamins (pro-vitamin A) and micro/macro-nutrients (zinc, iron, calcium). Marker-assisted breeding adopting foreground and background selections with targeted gene(s) utilizing molecular markers such as RFLPs, SSRs, CAPs, STS and INDEL resulted in to the development and release of 66 cultivars comprising rice (43), wheat (5), maize (10), pearl millet (2) and chickpea (6) with one/and or combination of traits such as tolerance to biotic/abiotic stresses, herbicide tolerance, nutrient use efficiency, earliness, nutritional and other quality traits. These non-genetically modified crop varieties are expected to play vital role in achieving food and nutrition security in India. The paper also provides insight in to the maintenance breeding of food crops. The analysis of seed requirement and availability during 2010-11 to 2020-21 revealed that seed requirements for cereals and pulses have increased consistently by 31.6% and 62.3%, from 186.8 to 245.8 lakh q and 22.3 to 36.2 lakh q, respectively. The production of rice, wheat, maize, pearl millet and pulses during 2020-21 increased over that of 2010-11 by 27.4%, 26.0%, 45.2%, 4.4% and 41.3%, respectively. The productivity of sorghum was higher by 18.9% over that of 2010-11 but production decreased by 31.7% on account of a reduction in acreage by 42.5% during the corresponding period. The net per capita availability of food grains increased, by 17.2% from 159.5 kg to 187.0 kg during this period. The cereals and pulses production needs to be up-scaled by 5.3% and 24.4% to meet the demand by 2030 from 285.28 mt and 25.46 mt, respectively, in 2020-21, with almost the similar acreage, degrading and depleting natural resources, thus, requiring a greater focus on enhancing yield/ha. Crop-specific breeding programmes should be accelerated with the adoption of new technologies like GM, gene editing, marker-assisted selection and speed breeding to address the challenges of climate change and degrading natural sources.
2020-21年,印度粮食产量创历史新高(310.74公吨)。品种和种子更替率在实现这一里程碑方面发挥了重要作用。2011年至2022年,共发布了1646个粮食作物品种,包括1273个谷物和373个豆类。在这977个由谷物(667个)和豆类(310个)组成的品种中,2020-21年已被引入种子链。应用新的育种技术,如粮食作物的生物强化和标记辅助育种,在特定的理想性状方面改进作物品种。共释放了65个生物强化品种,包括水稻(8)、小麦(28)、玉米(14)、珍珠小米(9)、手指小米(3)、小小米(1)和扁豆(2),蛋白质、必需氨基酸(赖氨酸、色氨酸)、维生素(维生素A原)和微量/大量营养素(锌、铁、钙)水平有所提高。利用RFLP、SSR、CAPs、STS和INDEL等分子标记,利用靶向基因的前景和背景选择进行标记辅助育种,培育和释放了66个品种,包括水稻(43)、小麦(5)、玉米(10)、珍珠小米(2)和鹰嘴豆(6),除草剂耐受性、养分利用效率、早熟性、营养等品质性状。预计这些非转基因作物品种将在实现印度粮食和营养安全方面发挥至关重要的作用。本文还对粮食作物的维持育种提供了见解。2010-11年至2020-21年期间对种子需求和可用性的分析显示,谷物和豆类的种子需求持续增长31.6%和62.3%,分别从186.8万q和223.3万q增加到245.8万q。2020-21年,水稻、小麦、玉米、珍珠小米和豆类的产量分别比2010-11年增长27.4%、26.0%、45.2%、4.4%和41.3%。高粱产量比2010-11年提高了18.9%,但由于同期种植面积减少了42.5%,产量下降了31.7%。在此期间,人均粮食净供应量增加了17.2%,从159.5公斤增加到187.0公斤。到2030年,谷物和豆类的产量需要分别从2020-21年的285.28公吨和25.46公吨增加5.3%和24.4%,以满足需求,面积几乎相同,会退化和消耗自然资源,因此需要更加注重提高每公顷产量。应通过采用转基因、基因编辑、标记辅助选择和快速育种等新技术,加快针对作物的育种计划,以应对气候变化和自然资源退化的挑战。
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引用次数: 1
Productivity-based assessment of tolerance to high plant density stress in tropical maize (Zea mays L.) inbred lines and their single cross hybrids 热带玉米(Zea mays L.)自交系及其单交杂交种耐高密度胁迫的生产力评价
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-04-25 DOI: 10.31742/ijgpb.82.2.3
A. Sarkar, S. Sandhu, L. Pal, Ashutosh Kushwah, Mahesh Kumar
High density planting (HDP) has been used extensively to achieve high productivity in temperate maize and the same can be exploited in tropical/subtropical maize. Based on two years field evaluation of tropical maize inbred lines under different planting regimes, this study led to identification of high plant density stress tolerant (at 30 percent higher plant population than cultural practice) high yielding maize inbreds. Leaf angle of first leaf above ear, anthesis-silking interval, cob length, and 1000 kernel weight were found directly affecting grain yield under HDP. Specific cross combinations exhibiting higher grain yield under HDP (approx. 15-20 percent), than normal planting practices, were identified. This is the first report on systematic development and evaluation of parental lines under high plant population and to generate high plant density stress tolerant hybrids in tropical maize.
高密度种植(HDP)已被广泛用于实现温带玉米的高产,热带/亚热带玉米也可利用高密度种植。基于对不同种植制度下热带玉米自交系两年的田间评价,本研究确定了高密度耐胁迫(植株群体比栽培高30%)的高产玉米自交系。穗上第一片叶的叶角、开花吐丝间隔、穗轴长度和1000粒重直接影响HDP下的籽粒产量。确定了在HDP下表现出比正常种植方式更高的粮食产量(约15-20%)的特定杂交组合。这是第一篇关于在高植物群体下系统开发和评价亲本系并在热带玉米中产生高植物密度耐胁迫杂交种的报告。
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引用次数: 1
Determination of physico-chemical grain quality characters, their associations and genetic diversity in bread wheat (Triticum aestivum L.) varieties under lowland at Arba Minch, Southern Ethiopia 埃塞俄比亚南部Arba Minch低地面包小麦(Triticum aestivum L.)品种籽粒理化性状及其关联和遗传多样性的测定
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-04-25 DOI: 10.31742/ijgpb.82.2.13
Abdul Qadir Khan, B. Lemma, A. Girma, Cherinet Kasahun
A set of 27 bread wheat varieties from Ethiopia was assessed for physico-chemical quality characteristics of grain under lowland. Varieties differed significantly for all the studied quality traits. Grain weight, diameter and hardness of the grain were positively associated with starch content and grain yield but negatively associated with protein content. D2 and principal component analysis grouped 27 genotypes in to four diverse genotypic clusters accounting for 89.17% of the total variation. The PC1 accounted for 46.41% of the variation with major contribution by total wet gluten, dry gluten, kernel diameter and red kernel, while PC2 accounted for 25.06% of the variation with major contribution by gluten index, kernel weight, water bound wet gluten, Zeleny index and grain yield. Based on the genetic diversity for physico- chemical characters and correlations, the appropriate varieties can be used for different food products and utilized as parents in breeding programme for improving quality.
对埃塞俄比亚27个面包小麦品种在低地条件下的理化品质特性进行了评价。各品种品质性状差异均显著。籽粒重、直径和硬度与淀粉含量和产量呈正相关,与蛋白质含量呈负相关。D2和主成分分析将27个基因型分为4个不同的基因型簇,占总变异的89.17%。PC1占变异量的46.41%,主要受总湿筋、干筋、粒径和红粒的影响;PC2占变异量的25.06%,主要受面筋指数、粒重、水合湿筋、Zeleny指数和籽粒产量的影响。根据理化性状的遗传多样性和相关性,选择合适的品种可用于不同的食品产品,并可作为亲本进行品质改良。
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引用次数: 0
GGE biplot analysis for identification of ideal cultivars and testing locations of pearl millet (Pennisetum glaucum L.R. Br.) for peninsular India 印度半岛珍珠粟(Pennisetum glaucum l.r.br .)理想品种和试验地点的GGE双标图分析
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-04-25 DOI: 10.31742/ijgpb.82.2.5
P. Reddy, C. Satyavathi, V. Khandelwal, H. T. Patil, R. Narasimhulu, H. Bhadarge, K. Iyanar, A. Talwar, K. Sravanthi, B. Athoni
Pearl millet is a climate resilient crop grown by resource poor farmers. Identification of the ideal genotypes for broad and specific adaptation and ideal locations for testing in peninsular India (classified as B-zone) will address the needs of farmers and researchers working in this region. In the present study, performance of eight hybrids and four varieties over seven locations across three rainy seasons (2017-2019) was investigated using GGE biplot analysis. Location attributed higher proportion (59.3–89.9%) of the variation for eight traits, while genotype and genotype×environment interaction accounted for 57 to 65% of total variability for grain and dry fodder yields. The hybrids 86M86, KSB and NBH5061 are identified as ideal genotypes for cultivation across B-zone. Majority of the testing locations were highly correlated with Vijayapura, which is most discriminative and representative location. ‘Which-won where’ study partitioned the testing locations into two mega-environments: first with four locations with 86M01 as winning genotype and second encompassed three locations with KSB as the winning genotype. The Vijayapura, Ananthapuram and Dhule locations were identified for initial testing of genotypes. Hybrid advantage over varieties for grain and fodder yields was clearly observed from the study.
珍珠粟是资源贫乏的农民种植的一种适应气候变化的作物。在印度半岛(分类为b区)确定广泛和特定适应的理想基因型和理想的测试地点将满足在该地区工作的农民和研究人员的需求。本研究采用GGE双标图分析方法,研究了2017-2019年3个雨季,8个杂交种和4个品种在7个地点的表现。位置对8个性状的变异贡献率较高(59.3 ~ 89.9%),而基因型和genotype×environment互作对谷物和干饲料产量的总变异贡献率为57 ~ 65%。杂种86M86、KSB和NBH5061被确定为跨b区栽培的理想基因型。大多数测试地点与Vijayapura高度相关,这是最具歧视性和代表性的地点。“谁赢了谁”的研究将测试地点分为两个大环境:第一个有四个地点,86M01为获胜基因型,第二个包括三个地点,KSB为获胜基因型。对Vijayapura、Ananthapuram和Dhule地点进行了初步基因型检测。在粮食和饲料产量方面,杂交优势明显高于品种。
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引用次数: 1
Elucidating genetic diversity and association mapping to identify SSR markers linked to 100 seed weight in chickpea (Cicer arietinum L.) 鹰嘴豆(Cicer arietinum L.)百粒重SSR标记的遗传多样性分析和关联定位
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-04-25 DOI: 10.31742/ijgpb.82.2.8
U. Jha, Rintu Jha, Virevol Thakro, H. Nayyar, P. Paul, S. Tripathi, Yogesh Kumar, B. Mondal, A. Srivastava, N. Singh, S. Chaturvedi, S. Parida
Chickpea, a cool-season grain legume enriched with high nutritive value is grown globally over 90 countries. Seed weight trait is one of the important quality parameters for fetching premium market price. Thus, improving seed traits, including high 100-seed weight (SW) is one of the major targets of chickpea breeding. A study of genetic variability, molecular diversity and marker-trait association (MTA) analysis for 100 SW was performed in a panel of 96 chickpea genotypes consisting of crop wild relatives, landraces, advanced breeding lines and released varieties. A wide range of genetic variability and high heritability for the studied trait indicated the great scope of improving this trait. Simple sequence repeat marker-based genetic diversity analysis grouped all the genotypes into two groups. This result was consistent with the result obtained from factorial and population structure analysis. To delineate the significant marker-trait association for 100 SW, association analysis was performed in the given panel of chickpea genotypes. The mixed linear model (MLM) was employed for detecting significant MTAs for 100 SW. Following MLM analysis, a total of seven significant MTAs was detected in the year 2016-17. While in the year 2017-18, MLM analysis showed three significant MTAs for 100 SW. Three markers TAA60, CakTpSSR02719, H1B04 markers exhibited significant MTA for both the years consistently. Thus, these genomic regions could be fine mapped in future for improving 100 SW in chickpea.
鹰嘴豆是一种富含高营养价值的冷季谷物豆类,在全球90多个国家种植。种子重量性状是获得优质市场价格的重要质量参数之一。因此,改善种子性状,包括高百粒重(SW)是鹰嘴豆育种的主要目标之一。对100个SW的遗传变异性、分子多样性和标记-性状关联(MTA)分析进行了研究,该研究由96个鹰嘴豆基因型组成,包括作物野生亲缘关系、地方品种、先进育种系和已发布品种。所研究性状的遗传变异范围广,遗传力高,表明该性状有很大的改善空间。基于简单序列重复标记的遗传多样性分析将所有基因型分为两组。这一结果与因子分析和群体结构分析的结果一致。为了描述100个SW的显著标记-性状关联,对给定的鹰嘴豆基因型进行了关联分析。混合线性模型(MLM)用于检测100个SW的显著MTA。根据传销分析,2016-17年共发现7个重大MTA。而在2017-18年,传销分析显示,100个SW有三个显著的MTA。三个标记TAA60、CakTpSSR02719、H1B04在这两个年份都表现出显著的MTA。因此,这些基因组区域可以在未来进行精细绘制,以改善鹰嘴豆的100SW。
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引用次数: 0
Identification of superior parental lines based on BLUP breeding values in potato (Solanum tuberosum L.) 基于BLUP育种价值的马铃薯优良亲本鉴定
IF 1 4区 生物学 Q3 Agricultural and Biological Sciences Pub Date : 2022-04-25 DOI: 10.31742/ijgpb.82.2.9
S. Sood, V. Bhardwaj, SK Kaushik, Sanjeev Sharma, Dalamu ., M. Lal, M. Kumar
Identification of superior parental lines require phenotypic or genotypic characterization of the germplasm, which is time consuming and laborious. The advanced potato breeding clones including control varieties were evaluated under field conditions to identify the suitable parental lines for tuber yield, late blight and specific gravity based on estimated breeding values using historical data as training population during 2008-09 to 2019-20. Pedigree of all the clones was searched to a depth of 5-6 generations. The mixed model fitting using REML was true. The minimum and maximum values for total tuber yield, late blight area under disease progress curve (AUDPC) and specific gravity were 28.33-732.2, 0-1846.25, 1.043-1.087, respectively. Pedigree had 161 founders out of total 759 individuals and the pedigree matrix showed relationship in 1,09,057 pairs. Heritability estimate was highest for specific gravity (0.77) followed by late blight AUDPC (0.49) and total tuber yield (0.24). The estimate of the BLUP breeding values (EBVs) for total tuber yield were highest for Kufri Mohan, Kufri Pukhraj, Kufri Khyati, SM/14-342 and Kufri Pushkar while SM/10-05, SM/09-99, Kufri Girdhari, SM/11-120 and Kufri Karan for late blight resistance, and Kufri Chipsona-1, SM/14-225, SM/14-229, SM/10-220 and SM/09-153 for specific gravity were the best genotypes. The prediction accuracy measured as correlation between EBV and observed phenotype score for specific gravity (0.97) was near perfect, very high for late blight AUDPC (0.75), and high for total tuber yield (0.55). The prediction bias measured as regression coefficient and scatter plots of observed phenotype values on EBVs was nil to low for specific gravity andlate blight AUDPC, while underestimation was observed for total tuber yield. Overall, the prediction accuracies for all the three traits were very good and selection of parental lines using Best Linear Unbiased Prediction breeding values could result in enhanced genetic gain in potato breeding
优良亲本系的鉴定需要种质的表型或基因型特征,这是耗时和费力的。在2008-09年至2019-20年期间,使用历史数据作为训练群体,在田间条件下对包括对照品种在内的先进马铃薯育种无性系进行了评估,以根据估计的育种值确定适合块茎产量、晚疫病和比重的亲本系。对所有无性系的系谱进行了5-6代的深度搜索。使用REML的混合模型拟合是正确的。块茎总产量、疾病进展曲线下晚疫病面积和比重的最小值和最大值分别为28.33-732.2、0-1846.25、1.043-1.087。在总共759个个体中,系谱有161个创始人,系谱矩阵显示了109057对的亲缘关系。比重(0.77)的遗传力估计最高,其次是晚疫病AUDPC(0.49)和块茎总产量(0.24,Kufri Chipona-1、SM/14-225、SM/14-29、SM/10-220和SM/09-153为最佳基因型。EBV与观察到的表型评分之间的相关性预测精度(0.97)接近完美,晚疫病AUDPC非常高(0.75),块茎总产量很高(0.55,同时观察到对块茎总产量的低估。总体而言,所有三个性状的预测精度都很高,使用最佳线性无偏预测育种值选择亲本系可以提高马铃薯育种的遗传增益
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引用次数: 1
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Indian Journal of Genetics and Plant Breeding
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