In response to the growing population and increasing demand for cattle products, enhancing sorghum forage yield is essential for ensuring food security. This study aimed to identify stable genotypes with high forage yields and key yield traits for sorghum breeding programs. Ninety-five forage sorghum lines were evaluated under five distinct climatic conditions over two years (2020–2021), revealing significant genotype × environment interaction (GEI) effects for 14 agronomic traits. Two BLUP-based mixed model stability methods, weight average absolute score based on BLUP (WAASB) and the multi-trait stability index (MTSI), were employed for stability analysis. Three genotypes, G90 (424B), G80 (382B) and G3 (349B) were identified stable and high yielding for forage yield based on WAASB based methods. The MTSI, a novel simultaneous selection index, effectively selected genotypes based on multiple agro-morphological traits, except for the leaf-to-stem ratio. Genotypes G81, G90, G80, and G89 were identified as desirable based on the MTSI. The strength and weakness plot is highlighted as a valuable graphical tool for identifying and selecting genotypes based on trait strengths and weaknesses. Among these, G90 (424B) and G80 (382B) stood out as superior, excelling in both forage yield and early maturity, as determined by WAASB based methods and MTSI method. These genotypes warrant further comprehensive investigation across diverse environments and show significant potential for future breeding programs.
{"title":"WAASB-based stability analysis and simultaneous selection of forage sorghum for forage yield traits","authors":"Partha Pratim Behera, Avinash Singode, B. Venkatesh Bhat, Venkateswarlu Ronda, Nayanmoni Borah, Haiwang Yue, Harendra Verma, Jyoti Lekha Borah, Prasanta Kumar Majhi, Niharika Saharia, Labhya Rani Gogoi, Ramendra Nath Sarma","doi":"10.1007/s10681-024-03397-0","DOIUrl":"https://doi.org/10.1007/s10681-024-03397-0","url":null,"abstract":"<p>In response to the growing population and increasing demand for cattle products, enhancing sorghum forage yield is essential for ensuring food security. This study aimed to identify stable genotypes with high forage yields and key yield traits for sorghum breeding programs. Ninety-five forage sorghum lines were evaluated under five distinct climatic conditions over two years (2020–2021), revealing significant genotype × environment interaction (GEI) effects for 14 agronomic traits. Two BLUP-based mixed model stability methods, weight average absolute score based on BLUP (WAASB) and the multi-trait stability index (MTSI), were employed for stability analysis. Three genotypes, G90 (424B), G80 (382B) and G3 (349B) were identified stable and high yielding for forage yield based on WAASB based methods. The MTSI, a novel simultaneous selection index, effectively selected genotypes based on multiple agro-morphological traits, except for the leaf-to-stem ratio. Genotypes G81, G90, G80, and G89 were identified as desirable based on the MTSI. The strength and weakness plot is highlighted as a valuable graphical tool for identifying and selecting genotypes based on trait strengths and weaknesses. Among these, G90 (424B) and G80 (382B) stood out as superior, excelling in both forage yield and early maturity, as determined by WAASB based methods and MTSI method. These genotypes warrant further comprehensive investigation across diverse environments and show significant potential for future breeding programs.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"49 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142200055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-22DOI: 10.1007/s10681-024-03398-z
N. Shivanagouda Patil, Venkatraman Hegde, K. K. Vinod, Swarup K. Parida, Pradeep Kumar Jain
Grain yield is a product of biomass (BM) and harvest index (HI). HI, not BM, is the major constraint of chickpea productivity in the long season environments of northern Indian plains. This is the first genome wide association study (GWAS) of shelling percentage (Sh.%), HI and related traits in chickpea using genotyping by sequencing approach. Genotyping of 178 germplasm lines involving varieties, trait specific genotypes and advance breeding lines found 35,795 high-throughput single nucleotide polymorphisms (SNPs). The objectives of the study were to unravelling the genomic regions responsible for variation in flowering time, shelling percentage, HI and related traits in chickpea. The phenotypic analysis across three environments showed high variability and connections among HI and related traits. Population structure analysis revealed two sub-populations (k = 2). Linkage disequilibrium (LD) was extensive, and LD decay was relatively low. A total of 172 marker-trait associations (MTAs) were identified for HI and related traits using FarmCPU model, of which days to 50% flowering (DAF), HI and shelling percentage showed significant associations. The current study has identified consistent pleiotropic MTAs, SNC_021165.1_57891716 and SNC_021165.1_57917493, SNC_021164.1_6073633 and SNC_021165.1_33405826 for biomass, pod and seed yield/plant, pod and seed number/plant HI and Sh.%, respectively. All the MTAs observed for SYPL, PYPL and maximum number of MTAs for HI and BM were located on the same chromosome number 6. Further maximum number of MTAs for PPL and SN were distributed on chromosome 5. One of the important findings is that most of the MTAs for SYPL, PYPL, BM, and 100SW are distributed within 25 kb genomic region of chromosome 6. A total of 16 MTAs were retained for Insilco analysis (− log10(p) > 4.0) and searched for their candidate genes in a 100-kb flanking region against the reference genome. The maximum number of genes noticed for DAF (50), followed by Sh.% (48), HI (16), SYPL (13), BM (10), and PYPL (8). The transcripts for DAF, Arabinogalactan proteins and pentatricopeptide repeat were involved in flowering of Arabidopsis. For both PYPL and SYPL, MTA found linked to the genes coding for pentatricopeptide repeat, serine/threonine-protein kinase and E3 ubiquitin-protein ligase. These transcripts played role mainly in pollen maturation, fertilization and flowering time. Chaperone protein DnaJ linked to HI, and receptor-like protein kinase (RLK) for Sh.% were involved in improving yield in Arabidopsis and rice, respectively. The present study also validated one of the MTA linked to DAF which showed r2 value of 12.62%.
{"title":"Genome wide association studies for flowering time, shelling percentage, harvest index and related traits in chickpea (Cicer arietinum L.)","authors":"N. Shivanagouda Patil, Venkatraman Hegde, K. K. Vinod, Swarup K. Parida, Pradeep Kumar Jain","doi":"10.1007/s10681-024-03398-z","DOIUrl":"https://doi.org/10.1007/s10681-024-03398-z","url":null,"abstract":"<p>Grain yield is a product of biomass (BM) and harvest index (HI). HI, not BM, is the major constraint of chickpea productivity in the long season environments of northern Indian plains. This is the first genome wide association study (GWAS) of shelling percentage (Sh.%), HI and related traits in chickpea using genotyping by sequencing approach. Genotyping of 178 germplasm lines involving varieties, trait specific genotypes and advance breeding lines found 35,795 high-throughput single nucleotide polymorphisms (SNPs). The objectives of the study were to unravelling the genomic regions responsible for variation in flowering time, shelling percentage, HI and related traits in chickpea. The phenotypic analysis across three environments showed high variability and connections among HI and related traits. Population structure analysis revealed two sub-populations (k = 2). Linkage disequilibrium (LD) was extensive, and LD decay was relatively low. A total of 172 marker-trait associations (MTAs) were identified for HI and related traits using FarmCPU model, of which days to 50% flowering (DAF), HI and shelling percentage showed significant associations. The current study has identified consistent pleiotropic MTAs, SNC_021165.1_57891716 and SNC_021165.1_57917493, SNC_021164.1_6073633 and SNC_021165.1_33405826 for biomass, pod and seed yield/plant, pod and seed number/plant HI and Sh.%, respectively. All the MTAs observed for SYPL, PYPL and maximum number of MTAs for HI and BM were located on the same chromosome number 6. Further maximum number of MTAs for PPL and SN were distributed on chromosome 5. One of the important findings is that most of the MTAs for SYPL, PYPL, BM, and 100SW are distributed within 25 kb genomic region of chromosome 6. A total of 16 MTAs were retained for Insilco analysis (− log10(p) > 4.0) and searched for their candidate genes in a 100-kb flanking region against the reference genome. The maximum number of genes noticed for DAF (50), followed by Sh.% (48), HI (16), SYPL (13), BM (10), and PYPL (8). The transcripts for DAF, Arabinogalactan proteins and pentatricopeptide repeat were involved in flowering of Arabidopsis. For both PYPL and SYPL, MTA found linked to the genes coding for pentatricopeptide repeat, serine/threonine-protein kinase and E3 ubiquitin-protein ligase. These transcripts played role mainly in pollen maturation, fertilization and flowering time. Chaperone protein DnaJ linked to HI, and receptor-like protein kinase (RLK) for Sh.% were involved in improving yield in Arabidopsis and rice, respectively. The present study also validated one of the MTA linked to DAF which showed r<sup>2</sup> value of 12.62%.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"3 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142200056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20DOI: 10.1007/s10681-024-03401-7
S. C. Ferrari Usandizaga, E. A. Brugnoli, C. E. Maidana, E. J. Martínez, C. A. Acuña
Acroceras macrum, a forage grass from Africa, offers potential for enhancing cattle production in subtropical flood-prone regions. Despite its use in Northeast Argentina since the 1980s, the lack of available fertile seeds limits its widespread adoption and large-scale cultivation. We evaluate a germplasm collection of hybrids generated for breeding purposes in Corrientes, Argentina. To assess the feasibility of breeding programs, we examined heterosis and heritability through phenotypic traits. We evaluated growth characteristics (initial vigor, ground cover), plant morphology (leaf and internode size), biomass production (across two sites and years), reproductive stem proportion, flowering peak timing, and seed filling (measured on four dates). Six families were assessed: four full-sibling families compared to the superior parent, and two half-sibling families. The timing of the flowering peak exhibited a correlation with photoperiod. All traits depended on parental combinations, exhibiting significant intra-familial variability ranging from negative heterotic hybrids exceeding 80% to positive hybrids reaching 90%. Correlations between heterosis of the traits and parents’ genetic distance must be confirmed. Nevertheless, correlativeness was mainly observed for biomass production for distinct years and seasons. Hence, genetic distance could be a useful tool for the election of the parental combinations to improve this key trait in the species. Furthermore, heritability, was significant for most evaluated traits. It also could be exploited for breeding. This comprehensive assessment sheds light on the phenotypic behavior of A. macrum families, providing valuable insights for future breeding efforts aimed at enhancing its agronomic potential in subtropical regions prone to flooding.
{"title":"Heterosis on morphological, reproductive and productive behavior of Acroceras macrum Stapf hybrids","authors":"S. C. Ferrari Usandizaga, E. A. Brugnoli, C. E. Maidana, E. J. Martínez, C. A. Acuña","doi":"10.1007/s10681-024-03401-7","DOIUrl":"https://doi.org/10.1007/s10681-024-03401-7","url":null,"abstract":"<p><i>Acroceras macrum</i>, a forage grass from Africa, offers potential for enhancing cattle production in subtropical flood-prone regions. Despite its use in Northeast Argentina since the 1980s, the lack of available fertile seeds limits its widespread adoption and large-scale cultivation. We evaluate a germplasm collection of hybrids generated for breeding purposes in Corrientes, Argentina. To assess the feasibility of breeding programs, we examined heterosis and heritability through phenotypic traits. We evaluated growth characteristics (initial vigor, ground cover), plant morphology (leaf and internode size), biomass production (across two sites and years), reproductive stem proportion, flowering peak timing, and seed filling (measured on four dates). Six families were assessed: four full-sibling families compared to the superior parent, and two half-sibling families. The timing of the flowering peak exhibited a correlation with photoperiod. All traits depended on parental combinations, exhibiting significant intra-familial variability ranging from negative heterotic hybrids exceeding 80% to positive hybrids reaching 90%. Correlations between heterosis of the traits and parents’ genetic distance must be confirmed. Nevertheless, correlativeness was mainly observed for biomass production for distinct years and seasons. Hence, genetic distance could be a useful tool for the election of the parental combinations to improve this key trait in the species. Furthermore, heritability, was significant for most evaluated traits. It also could be exploited for breeding. This comprehensive assessment sheds light on the phenotypic behavior of <i>A. macrum</i> families, providing valuable insights for future breeding efforts aimed at enhancing its agronomic potential in subtropical regions prone to flooding.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"17 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142200058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-20DOI: 10.1007/s10681-024-03400-8
Laura Stefan, Javier Sanchez-Martin, Thomas Kurth, Beat Keller, Gerhard Herren, Simon G. Krattinger, Silvan Strebel, Silvia Ampuero Kragten, Karl-Heinz Camp, Lilia Levy Häner
Marketed as a healthier alternative to bread wheat, spelt (Triticum aestivum ssp. spelta) is in increasing demand from consumers and bakers in Switzerland. The Swiss spelt landscape is currently dominated by two varieties—Ostro and Oberkulmer Rotkorn—considered as references for Swiss “typical” spelt. However, these two varieties are rather old and deliver low yields; the market therefore needs improved spelt varieties with higher agronomic potential while keeping the essential attributes of typical spelt. As spelt and winter wheat can be interbred, modern spelt varieties often result from crosses between the two. It has therefore become increasingly difficult to distinguish between typical spelt and modern wheat-spelt intercrosses. This project aims to clarify the phenotypic distinction between typical spelt and modern wheat-spelt intercrosses in the Swiss context. To do this, we performed field trials with 50 spelt varieties, including typical and modern cultivars from Switzerland and Central Europe. We measured agronomic, rheological and nutritional parameters of each variety. In addition, these cultivars were genotyped using a 25 K Illumina Wheat SNP array. This allowed us to identify which phenotypic parameters were associated with genetic proximity to typical spelt. Swiss typical spelt varieties were characterized by highly extensible doughs, later phenology, low harvest index, high thousand kernel weights, and lower Zeleny/protein ratio. By linking phenotypic characteristics, easily measurable in fields, to the underlying genetic information of each variety, these results will help to better classify spelt varieties in Switzerland and pave the way for more clarity and transparency on the Swiss spelt market.
斯佩耳特小麦(Triticum aestivum ssp. spelta)作为面包小麦的健康替代品,在瑞士受到越来越多消费者和面包师的青睐。目前,瑞士的斯佩耳特小麦主要有两个品种--Ostro 和 Oberkulmer Rotkorn--被认为是瑞士 "典型 "斯佩耳特小麦的代表。然而,这两个品种年代久远,产量较低;因此,市场需要在保持典型斯佩耳特小麦基本特性的同时,改良具有更高农艺潜力的斯佩耳特小麦品种。由于斯佩耳特小麦和冬小麦可以杂交,现代斯佩耳特小麦品种往往是两者杂交的结果。因此,区分典型斯佩耳特小麦和现代小麦-斯佩耳特小麦杂交品种变得越来越困难。本项目旨在澄清典型斯佩耳特小麦和现代小麦-斯佩耳特小麦杂交种在瑞士的表型区别。为此,我们对 50 个斯佩耳特小麦品种进行了田间试验,其中包括来自瑞士和中欧的典型品种和现代品种。我们测量了每个品种的农艺学、流变学和营养学参数。此外,我们还使用 25 K Illumina 小麦 SNP 阵列对这些品种进行了基因分型。这使我们能够确定哪些表型参数与典型斯佩耳特小麦的遗传亲缘关系有关。瑞士典型斯佩耳特小麦品种的特点是面团延展性强、表型较晚、收获指数低、千粒重高以及泽兰尼/蛋白质比率较低。通过将田间容易测量的表型特征与每个品种的基本遗传信息联系起来,这些结果将有助于更好地对瑞士的斯佩耳特品种进行分类,并为提高瑞士斯佩耳特市场的清晰度和透明度铺平道路。
{"title":"A genotype–phenotype approach to discriminate Central European spelt landraces from modern wheat-spelt intercrosses in the Swiss context","authors":"Laura Stefan, Javier Sanchez-Martin, Thomas Kurth, Beat Keller, Gerhard Herren, Simon G. Krattinger, Silvan Strebel, Silvia Ampuero Kragten, Karl-Heinz Camp, Lilia Levy Häner","doi":"10.1007/s10681-024-03400-8","DOIUrl":"https://doi.org/10.1007/s10681-024-03400-8","url":null,"abstract":"<p>Marketed as a healthier alternative to bread wheat, spelt (<i>Triticum aestivum</i> ssp<i>. spelta)</i> is in increasing demand from consumers and bakers in Switzerland. The Swiss spelt landscape is currently dominated by two varieties—<i>Ostro</i> and <i>Oberkulmer Rotkorn</i>—considered as references for Swiss “typical” spelt. However, these two varieties are rather old and deliver low yields; the market therefore needs improved spelt varieties with higher agronomic potential while keeping the essential attributes of typical spelt. As spelt and winter wheat can be interbred, modern spelt varieties often result from crosses between the two. It has therefore become increasingly difficult to distinguish between typical spelt and modern wheat-spelt intercrosses. This project aims to clarify the phenotypic distinction between typical spelt and modern wheat-spelt intercrosses in the Swiss context. To do this, we performed field trials with 50 spelt varieties, including typical and modern cultivars from Switzerland and Central Europe. We measured agronomic, rheological and nutritional parameters of each variety. In addition, these cultivars were genotyped using a 25 K Illumina Wheat SNP array. This allowed us to identify which phenotypic parameters were associated with genetic proximity to typical spelt. Swiss typical spelt varieties were characterized by highly extensible doughs, later phenology, low harvest index, high thousand kernel weights, and lower Zeleny/protein ratio. By linking phenotypic characteristics, easily measurable in fields, to the underlying genetic information of each variety, these results will help to better classify spelt varieties in Switzerland and pave the way for more clarity and transparency on the Swiss spelt market.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"27 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19DOI: 10.1007/s10681-024-03387-2
Bethany Rognoni, Clayton R. Forknall, Steven Simpfendorfer, Richard Daniel, Luke Neale, Alison M. Kelly
Genetic resistance to the parasitic root-lesion nematode, Pratylenchus thornei, is one of the main management strategies cereal growers can use to minimise the impact of nematodes on winter cereal cropping. Screening of genotypes in the presence of P. thornei populations must provide reliable resistance measures that are realised under field conditions. Adoption of the latest statistical methodologies can help to better differentiate between resistant and susceptible genotypes. In this study, post-harvest P. thornei population densities were measured from a collection of 17 field experiments, with varying starting P. thornei population densities, conducted between 2011 and 2018 in locations across the northern grain growing region of eastern Australia. The experiments primarily consisted of wheat genotypes. The post-harvest P. thornei population densities were analysed across multiple environments in a linear mixed model framework, with a factor analytic structure used to model genotype by environment (G (times) E) interaction effects exclusively for wheat genotypes. In general, genetic correlations between environments were found to be high, indicating limited G (times) E interaction for resistance to P. thornei. Post-processing of results using the factor analytic selection tools (FAST) method provided a measure of the overall performance for each wheat genotype, as well as a stability measure reflecting the consistency of the resistance status across environments. The FAST method quantified genotype resistance on a continuous scale, better reflecting the nature of genetic resistance based on a quantitative variable such as nematode population density, and provided a statistically robust and informative means of aiding selection decisions for resistance to P. thornei.
对寄生根瘤线虫(Pratylenchus thornei)的遗传抗性是谷物种植者可以用来最大限度减少线虫对冬季谷物种植影响的主要管理策略之一。在荆棘蟠尾线虫种群存在的情况下对基因型进行筛选,必须提供在田间条件下能够实现的可靠抗性措施。采用最新的统计方法有助于更好地区分抗性基因型和易感基因型。在本研究中,2011 年至 2018 年期间,在澳大利亚东部北部谷物种植区进行了 17 次田间试验,测量了收获后 P. thornei 的种群密度,这些试验的起始 P. thornei 种群密度各不相同。实验主要包括小麦基因型。在线性混合模型框架中分析了收获后荆条蝽种群密度在多种环境中的变化情况,并利用因子分析结构建立了小麦基因型与环境(G (times) E)交互效应模型。一般来说,环境之间的遗传相关性较高,表明对荆条穗霉抗性的 G (times)E 交互作用有限。使用因子分析选择工具(FAST)方法对结果进行后处理,可衡量每个小麦基因型的总体表现,以及反映不同环境下抗性状况一致性的稳定性指标。FAST 方法对基因型的抗性进行了连续量化,更好地反映了基于线虫种群密度等定量变量的遗传抗性的性质,并提供了一种统计稳健、信息丰富的方法,可用于帮助选择抗荆条穗霉的决策。
{"title":"Quantifying the resistance of Australian wheat genotypes to Pratylenchus thornei based on a continuous metric from a factor analytic linear mixed model","authors":"Bethany Rognoni, Clayton R. Forknall, Steven Simpfendorfer, Richard Daniel, Luke Neale, Alison M. Kelly","doi":"10.1007/s10681-024-03387-2","DOIUrl":"https://doi.org/10.1007/s10681-024-03387-2","url":null,"abstract":"<p>Genetic resistance to the parasitic root-lesion nematode, <i>Pratylenchus thornei</i>, is one of the main management strategies cereal growers can use to minimise the impact of nematodes on winter cereal cropping. Screening of genotypes in the presence of <i>P. thornei</i> populations must provide reliable resistance measures that are realised under field conditions. Adoption of the latest statistical methodologies can help to better differentiate between resistant and susceptible genotypes. In this study, post-harvest <i>P. thornei</i> population densities were measured from a collection of 17 field experiments, with varying starting <i>P. thornei</i> population densities, conducted between 2011 and 2018 in locations across the northern grain growing region of eastern Australia. The experiments primarily consisted of wheat genotypes. The post-harvest <i>P. thornei</i> population densities were analysed across multiple environments in a linear mixed model framework, with a factor analytic structure used to model genotype by environment (G <span>(times)</span> E) interaction effects exclusively for wheat genotypes. In general, genetic correlations between environments were found to be high, indicating limited G <span>(times)</span> E interaction for resistance to <i>P. thornei</i>. Post-processing of results using the factor analytic selection tools (FAST) method provided a measure of the overall performance for each wheat genotype, as well as a stability measure reflecting the consistency of the resistance status across environments. The FAST method quantified genotype resistance on a continuous scale, better reflecting the nature of genetic resistance based on a quantitative variable such as nematode population density, and provided a statistically robust and informative means of aiding selection decisions for resistance to <i>P. thornei</i>.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"42 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-16DOI: 10.1007/s10681-024-03399-y
Chenglai Wu, Anqi Wang, Ximei Liu, Chunqing Zhang
In China, the main breeding objective for maize (Zea mays L.) is increasing the yield of single-cross hybrids. In this regard, developing yield-prediction models based on genetic markers for hybrids can enhance the probability of obtaining hybrid vigour in maize single-cross hybrids and reduce the cycle for germplasm development (inbred lines). In this study, we used simple sequence repeat markers to genotype 257 cross combinations from 97 commonly used maize inbred lines classified into four heterotic groups (Domestic Reid, P78599-type BSSS, Tangsipingtou, and Lvda Red Cob). We calculated the Q values (the probability of each individual's genomic variation coming from each subpopulation) of each inbred line’s genetic components. We found that these reflected genetic distances between the parental inbred lines. The parental genetic difference was identified as a key factor influencing heterosis for yield performance of single-cross hybrids, and the interaction factors of Q values between the parents were found to be highly correlated with the accuracy of single-cross hybrid yield predictions. Moreover, we developed a yield-prediction model for maize single-cross hybrids based on our established equation: Y = 9480.2 − 2352.6R1R2 − 1411.8R1L2 + 94.1R1P2 + 1148.0R1S2 − 988.8L1R2 − 1016.9L1L2 − 655.7L1P2 − 1175.4L1S2 − 569.1P1R2 + 371.6P1L2 − 604.2P1P2 + 1684.7P1S2 + 733.1S1R2 + 726.9S1L2 + 924.2S1P2 − 1678.1S1S2 (the correlation coefficient r = 0.4778). Using this model for maize breeding, we achieved prediction accuracies of 66.7% and 76.9% for low and high-yielding single-cross combinations, thereby reducing the workload in field assessment experiments and improving breeding efficiency.
{"title":"Preliminary study on a yield-prediction model of maize (Zea mays L.) hybrid based on simple sequence repeat markers for breeding optimization by independent breeders in China","authors":"Chenglai Wu, Anqi Wang, Ximei Liu, Chunqing Zhang","doi":"10.1007/s10681-024-03399-y","DOIUrl":"https://doi.org/10.1007/s10681-024-03399-y","url":null,"abstract":"<p>In China, the main breeding objective for maize (<i>Zea mays</i> L.) is increasing the yield of single-cross hybrids. In this regard, developing yield-prediction models based on genetic markers for hybrids can enhance the probability of obtaining hybrid vigour in maize single-cross hybrids and reduce the cycle for germplasm development (inbred lines). In this study, we used simple sequence repeat markers to genotype 257 cross combinations from 97 commonly used maize inbred lines classified into four heterotic groups (Domestic <i>Reid</i>, <i>P78599-</i>type <i>BSSS</i>, <i>Tangsipingtou</i>, and <i>Lvda Red Cob</i>). We calculated the <i>Q</i> values (the probability of each individual's genomic variation coming from each subpopulation) of each inbred line’s genetic components. We found that these reflected genetic distances between the parental inbred lines. The parental genetic difference was identified as a key factor influencing heterosis for yield performance of single-cross hybrids, and the interaction factors of <i>Q</i> values between the parents were found to be highly correlated with the accuracy of single-cross hybrid yield predictions. Moreover, we developed a yield-prediction model for maize single-cross hybrids based on our established equation: Y = 9480.2 − 2352.6R<sub>1</sub>R<sub>2</sub> − 1411.8R<sub>1</sub>L<sub>2</sub> + 94.1R<sub>1</sub>P<sub>2</sub> + 1148.0R<sub>1</sub>S<sub>2</sub> − 988.8L<sub>1</sub>R<sub>2</sub> − 1016.9L<sub>1</sub>L<sub>2</sub> − 655.7L<sub>1</sub>P<sub>2</sub> − 1175.4L<sub>1</sub>S<sub>2</sub> − 569.1P<sub>1</sub>R<sub>2</sub> + 371.6P<sub>1</sub>L<sub>2</sub> − 604.2P<sub>1</sub>P<sub>2</sub> + 1684.7P<sub>1</sub>S<sub>2</sub> + 733.1S<sub>1</sub>R<sub>2</sub> + 726.9S<sub>1</sub>L<sub>2</sub> + 924.2S<sub>1</sub>P<sub>2</sub> − 1678.1S<sub>1</sub>S<sub>2</sub> (the correlation coefficient <i>r</i> = 0.4778). Using this model for maize breeding, we achieved prediction accuracies of 66.7% and 76.9% for low and high-yielding single-cross combinations, thereby reducing the workload in field assessment experiments and improving breeding efficiency.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"11 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142200057","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-12DOI: 10.1007/s10681-024-03395-2
Sweetbird P. Dube, Admire I. T. Shayanowako, Funso Kutu, Julia Sibiya
Drought is a major constraint for maize production in sub-Saharan Africa. Developing high-yielding drought-tolerant maize germplasm will safeguard maize yields in the ever-increasing fluctuating rainfall conditions. This study aimed to identify high-yielding inbred lines with stable performance for utilization in hybrid production. One hundred eighty-two (182) maize inbred lines were evaluated under well-watered and drought-stressed conditions at Ukulinga, Makhathini, and Cedara research stations in KwaZulu-Natal, South Africa. The experiments were carried out in a 13 × 14 alpha lattice design with two replications. The inbred lines exhibited significant differences (p ≤ 0.001) for grain yield and yield-related traits under well-watered and drought-stressed environments. The GGE biplot identified three mega-environments, clearly separating drought-stressed from well-watered environments. Inbred lines TZISTR1190, TZISTR1231, TZISTR1261 and CML540 were superior under well-watered conditions, while TZISTR1164 and CML390 performed well under drought condition. TZISTR1190 displayed both high average yield and stability across environments. Inbred lines combining stable high yielding performance in optimum and stress conditions such as TZISTR1190 and TZISTR1231, can be incorporated into local maize breeding pipelines to develop stable high yielding resilient hybrids.
{"title":"Performance of tropical and subtropical maize inbred lines under well-watered and drought-stressed environments","authors":"Sweetbird P. Dube, Admire I. T. Shayanowako, Funso Kutu, Julia Sibiya","doi":"10.1007/s10681-024-03395-2","DOIUrl":"https://doi.org/10.1007/s10681-024-03395-2","url":null,"abstract":"<p>Drought is a major constraint for maize production in sub-Saharan Africa. Developing high-yielding drought-tolerant maize germplasm will safeguard maize yields in the ever-increasing fluctuating rainfall conditions. This study aimed to identify high-yielding inbred lines with stable performance for utilization in hybrid production. One hundred eighty-two (182) maize inbred lines were evaluated under well-watered and drought-stressed conditions at Ukulinga, Makhathini, and Cedara research stations in KwaZulu-Natal, South Africa. The experiments were carried out in a 13 × 14 alpha lattice design with two replications. The inbred lines exhibited significant differences (<i>p</i> ≤ 0.001) for grain yield and yield-related traits under well-watered and drought-stressed environments. The GGE biplot identified three mega-environments, clearly separating drought-stressed from well-watered environments. Inbred lines TZISTR1190, TZISTR1231, TZISTR1261 and CML540 were superior under well-watered conditions, while TZISTR1164 and CML390 performed well under drought condition. TZISTR1190 displayed both high average yield and stability across environments. Inbred lines combining stable high yielding performance in optimum and stress conditions such as TZISTR1190 and TZISTR1231, can be incorporated into local maize breeding pipelines to develop stable high yielding resilient hybrids.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"304 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Persimmon is classified as either pollination-constant non-astringent (PCNA) or non-PCNA on the basis of the loss of astringency in fruit. PCNA trait of persimmon has attracted much research attention owing to its economical merit, as there is no cost in removing astringency. To efficiently develop new PCNA cultivars in crossbreeding, marker-assisted selection plays a crucial role. Here, we describe a cleaved amplified polymorphic sequence (CAPS) marker that can be used to select PCNA persimmon. A sequence-characterized amplified region (SCAR) marker used to screen for PCNA offspring is unsuitable for populations recently derived from two non-PCNA parents (‘Yoshidagosho’ and ‘Toyoichi’), resulting in the selection of non-PCNA offspring as PCNA. To detect specific polymorphisms for these non-PCNA offspring, we analyzed fragment sizes of SCAR marker products by capillary DNA sequencing. A slightly lower-molecular-weight fragment at 353 bp was specifically detected in non-PCNA offspring but not in PCNA offspring. We treated the SCAR marker products with the StuI restriction enzyme and demonstrated that the smaller 353-bp fragment corresponded to allele a353-1, one of four previously identified sequence polymorphisms at the 353-bp peak, and a353-1 is linked to non-PCNA trait. Comprehensive analysis of 130 germplasms by the CAPS marker, detecting the truncated fragment after StuI treatment, indicated the presence of a353-1 in 38 non-PCNA cultivars. Our findings suggest the potential use of the CAPS marker for selecting PCNA offspring derived from these 38 non-PCNA cultivars.
{"title":"Accurate marker-assisted selection for non-astringent persimmon using a CAPS marker to complement a SCAR marker","authors":"Noriyuki Onoue, Ryusuke Matsuzaki, Akifumi Azuma, Toshihiro Saito, Takeo Shimizu, Akihiko Sato","doi":"10.1007/s10681-024-03394-3","DOIUrl":"https://doi.org/10.1007/s10681-024-03394-3","url":null,"abstract":"<p>Persimmon is classified as either pollination-constant non-astringent (PCNA) or non-PCNA on the basis of the loss of astringency in fruit. PCNA trait of persimmon has attracted much research attention owing to its economical merit, as there is no cost in removing astringency. To efficiently develop new PCNA cultivars in crossbreeding, marker-assisted selection plays a crucial role. Here, we describe a cleaved amplified polymorphic sequence (CAPS) marker that can be used to select PCNA persimmon. A sequence-characterized amplified region (SCAR) marker used to screen for PCNA offspring is unsuitable for populations recently derived from two non-PCNA parents (‘Yoshidagosho’ and ‘Toyoichi’), resulting in the selection of non-PCNA offspring as PCNA. To detect specific polymorphisms for these non-PCNA offspring, we analyzed fragment sizes of SCAR marker products by capillary DNA sequencing. A slightly lower-molecular-weight fragment at 353 bp was specifically detected in non-PCNA offspring but not in PCNA offspring. We treated the SCAR marker products with the StuI restriction enzyme and demonstrated that the smaller 353-bp fragment corresponded to allele <i>a</i><sup>353-1</sup>, one of four previously identified sequence polymorphisms at the 353-bp peak, and <i>a</i><sup>353-1</sup> is linked to non-PCNA trait. Comprehensive analysis of 130 germplasms by the CAPS marker, detecting the truncated fragment after StuI treatment, indicated the presence of <i>a</i><sup>353-1</sup> in 38 non-PCNA cultivars. Our findings suggest the potential use of the CAPS marker for selecting PCNA offspring derived from these 38 non-PCNA cultivars.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"182 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141881477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amaranthus (Amaranthus spp.) is one of the crops considered superfoods, given that this grain is enriched for minerals, protein, and vitamins. Most cultivars of this species exhibit seed-shattering, resulting in a reduction in seed yield, but it is expected that this undesirable trait can be improved by further breeding. However, the genetic mechanism of seed-shattering in this organism remains largely unknown. In the present study, we compared two amaranthus isolates, the A. cruentus grain cultivar ‘New Aztec’ (NA) (which exhibits seed-shattering) and Amaranthus spp. Accession DB9350 (DB) (which lacks seed-shattering). In initial experiments, we conducted morphological observations of the spikelets and utricles in these two strains. NA, and not DB, showed a horizontal dehiscence line on the utricle, resulting in easy detachment of the upper part of the pericarp and seed release. Next, we investigated the presence or absence of seed-shattering in the F1 and F2 progeny of an NA×DB cross. Notably, all F1 plants (n=10) showed shattering traits. In contrast, F2 plants (n = 106) exhibited segregation, yielding 82 and 24 plants showing shattering and non-shattering traits (respectively), consistent with the segregation ratio expected for Mendelian inheritance (3:1, χ2 = 0.314, p = 0.575). To elucidate the genetics of this trait, we performed bulked segregant analysis and linkage analysis in the F2 progeny. This analysis identified a locus, designated Acsh, in the 15.2–16.0 Mbp range of Chromosome 2B; the genotype at this locus co-segregated with the seed-shattering phenotype. Together, these data demonstrated that the seed-shattering trait in A. cruentus is a dominant, single-gene, qualitative trait regulated by Acsh. These results are expected to facilitate the breeding of non-shattering cultivars in grain amaranthus.
苋菜(Amaranthus spp.)是被视为超级食品的作物之一,因为这种谷物富含矿物质、蛋白质和维生素。该物种的大多数栽培品种都会出现种子破碎现象,导致种子产量下降,但预计这一不良性状可通过进一步育种得到改善。然而,这种生物种子破碎的遗传机制在很大程度上仍是未知的。在本研究中,我们比较了两个苋属植物分离株,即 A. cruentus 谷物栽培品种 "New Aztec"(NA)(有种子破碎现象)和 Amaranthus spp. Accession DB9350(DB)(无种子破碎现象)。在最初的实验中,我们对这两个品系的小穗和胞果进行了形态观察。结果表明,NA(而非 DB)的胞果上有一条水平的开裂线,从而使果皮上部很容易脱落并释放种子。接下来,我们研究了NA×DB杂交的F1和F2后代中是否存在种子破碎现象。值得注意的是,所有 F1 代植株(n=10)都表现出种子破碎的特征。相比之下,F2植株(n = 106)表现出分离性,分别有82株和24株表现出破碎性状和非破碎性状,符合孟德尔遗传的预期分离比(3:1, χ2 = 0.314, p = 0.575)。为了阐明这一性状的遗传学,我们对 F2 后代进行了大量分离分析和连锁分析。该分析在染色体 2B 的 15.2-16.0 Mbp 范围内发现了一个基因座,命名为 Acsh;该基因座的基因型与种子破碎表型共分离。这些数据共同表明,A. cruentus 的种子破碎性状是受 Acsh 调节的显性、单基因、定性性状。这些结果有望促进非破碎性谷粒苋栽培品种的培育。
{"title":"Identification of inheritance manner and responsible locus (Acsh) related to seed-shattering in grain amaranthus (Amaranthus cruentus)","authors":"Fumiya Kondo, Takara Mikoshiba, Reo Fujihara, Kenichi Matsushima, Kazuhiro Nemoto","doi":"10.1007/s10681-024-03390-7","DOIUrl":"https://doi.org/10.1007/s10681-024-03390-7","url":null,"abstract":"<p>Amaranthus (<i>Amaranthus</i> spp.) is one of the crops considered superfoods, given that this grain is enriched for minerals, protein, and vitamins. Most cultivars of this species exhibit seed-shattering, resulting in a reduction in seed yield, but it is expected that this undesirable trait can be improved by further breeding. However, the genetic mechanism of seed-shattering in this organism remains largely unknown. In the present study, we compared two amaranthus isolates, the <i>A</i>. <i>cruentus</i> grain cultivar ‘New Aztec’ (NA) (which exhibits seed-shattering) and <i>Amaranthus</i> spp. Accession DB9350 (DB) (which lacks seed-shattering). In initial experiments, we conducted morphological observations of the spikelets and utricles in these two strains. NA, and not DB, showed a horizontal dehiscence line on the utricle, resulting in easy detachment of the upper part of the pericarp and seed release. Next, we investigated the presence or absence of seed-shattering in the F<sub>1</sub> and F<sub>2</sub> progeny of an NA×DB cross. Notably, all F<sub>1</sub> plants (n=10) showed shattering traits. In contrast, F<sub>2</sub> plants (n = 106) exhibited segregation, yielding 82 and 24 plants showing shattering and non-shattering traits (respectively), consistent with the segregation ratio expected for Mendelian inheritance (3:1, χ<sup>2 </sup>= 0.314, <i>p </i>= 0.575). To elucidate the genetics of this trait, we performed bulked segregant analysis and linkage analysis in the F<sub>2</sub> progeny. This analysis identified a locus, designated <i>Acsh</i>, in the 15.2–16.0 Mbp range of Chromosome 2B; the genotype at this locus co-segregated with the seed-shattering phenotype. Together, these data demonstrated that the seed-shattering trait in <i>A</i>. <i>cruentus</i> is a dominant, single-gene, qualitative trait regulated by <i>Acsh</i>. These results are expected to facilitate the breeding of non-shattering cultivars in grain amaranthus.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"75 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141881478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Almost all pineapple crops in Brazil are grown using the cultivar Perola. This scenario can be changed through the development of new cultivars with better fruit quality and resistance. The novel approach of the present study was to select pineapple clones that combine both resistance to fusariosis and characteristics related to plant and fruit quality as alternatives to the traditional cultivar Perola. Therefore, the objectives of this work were to estimate genetic parameters and select clones through the REML/BLUP methodology, based on morpho-agronomic characteristics and resistance to fusariosis. Thus, a selection index was used for quantitative characteristics and, later, for qualitative characteristics, such as fruit quality, presence or absence of leaf spines, and resistance to fusariosis. Significant differences were found for most variables, denoting genetic variability among the evaluated clones. Fruit weight with and without crown and D-leaf length presented the highest heritability estimates (above 50%); however, fruit length, mean fruit diameter, soluble solids, titratable acidity, plant height, and number of active leaves presented the lowest heritability estimates due to greater residual variances. Characteristics related to plant and fruit development are strongly affected by the environment and may result in phenotypic changes. Dominance variance was higher than additive variance, which enables the obtaining of heterosis through vegetative propagation. Eleven out of the 20 superior selected clones presented absence of leaf spines and multiple crowns, higher fruit weight and soluble solids content, and desirable fruit shape and pulp color; seven of them showed resistance to fusariosis, making them suitable for final testing for release as new cultivars.
{"title":"Pineapple breeding: development of new pineapple cultivars without leaf spines and resistant to fusariosis","authors":"Dayane Castro Silva, Willian Krause, Debora Sarana Ortolan Arantes, Angélica Padilha Freitas, Eileen Azevedo Santos, Dejânia Vieira de Araújo, Celice Alexandre Silva","doi":"10.1007/s10681-024-03363-w","DOIUrl":"https://doi.org/10.1007/s10681-024-03363-w","url":null,"abstract":"<p>Almost all pineapple crops in Brazil are grown using the cultivar Perola. This scenario can be changed through the development of new cultivars with better fruit quality and resistance. The novel approach of the present study was to select pineapple clones that combine both resistance to fusariosis and characteristics related to plant and fruit quality as alternatives to the traditional cultivar Perola. Therefore, the objectives of this work were to estimate genetic parameters and select clones through the REML/BLUP methodology, based on morpho-agronomic characteristics and resistance to fusariosis. Thus, a selection index was used for quantitative characteristics and, later, for qualitative characteristics, such as fruit quality, presence or absence of leaf spines, and resistance to fusariosis. Significant differences were found for most variables, denoting genetic variability among the evaluated clones. Fruit weight with and without crown and D-leaf length presented the highest heritability estimates (above 50%); however, fruit length, mean fruit diameter, soluble solids, titratable acidity, plant height, and number of active leaves presented the lowest heritability estimates due to greater residual variances. Characteristics related to plant and fruit development are strongly affected by the environment and may result in phenotypic changes. Dominance variance was higher than additive variance, which enables the obtaining of heterosis through vegetative propagation. Eleven out of the 20 superior selected clones presented absence of leaf spines and multiple crowns, higher fruit weight and soluble solids content, and desirable fruit shape and pulp color; seven of them showed resistance to fusariosis, making them suitable for final testing for release as new cultivars.</p>","PeriodicalId":11803,"journal":{"name":"Euphytica","volume":"50 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141866401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}