Utilizing a genome-wide association study (GWAS), we sought to identify loci associated with cold tolerance in a collection of 393 red clover accessions, largely of European descent, while also exploring linkage disequilibrium and inbreeding patterns. Accessions were genotyped as pooled samples using the genotyping-by-sequencing (GBS) method, producing allele frequency data for both SNPs and haplotypes at the accession level. A squared partial correlation analysis of SNP allele frequencies revealed linkage disequilibrium to diminish substantially over distances less than 1 kilobase. Analysis of genomic relationship matrices, focusing on the diagonal elements, revealed significant disparities in inbreeding levels between different accession groups. Ecotypes from Iberia and Great Britain displayed the greatest inbreeding, contrasting with the lowest levels in landraces. A noteworthy divergence in FT was found, characterized by LT50 (temperature at which fifty percent of plants are killed) values ranging from -60°C to a low of -115°C. GWAS using single nucleotide polymorphisms and haplotypes pinpointed eight and six loci significantly associated with fruit tree characteristics. Interestingly, only a single locus was found in both sets of analyses, with each set explaining 30% and 26% of the phenotypic variance, respectively. Ten of the discovered loci were situated adjacent to, or overlapped with, genes potentially involved in mechanisms affecting FT, and all within a distance of less than 0.5 kilobases. The list of genes includes a caffeoyl shikimate esterase, an inositol transporter, and more genes associated with signaling, transport, lignin production, and amino acid or carbohydrate metabolism. This study provides a clearer picture of the genetic control of FT in red clover, leading to the development of specialized molecular tools, ultimately facilitating the advancement of genomics-assisted breeding to improve this trait.
Wheat's grain yield per spikelet is a function of both the total number of spikelets (TSPN) present and the number of fertile spikelets (FSPN). Using 55,000 single nucleotide polymorphism (SNP) arrays, this study developed a high-density genetic map from 152 recombinant inbred lines (RILs) resultant from a cross between wheat accessions 10-A and B39. Ten environmental conditions, studied between 2019 and 2021, were used to pinpoint 24 quantitative trait loci (QTLs) for TSPN and 18 quantitative trait loci (QTLs) for FSPN from phenotype analysis. Two major QTLs, QTSPN/QFSPN.sicau-2D.4, have been quantified. The file specification includes (3443-4743 Mb) for its size and QTSPN/QFSPN.sicau-2D.5(3297-3443) for its type. The proportion of phenotypic variation explained by Mb) spanned from 1397% to 4590%. Linked competitive allele-specific PCR (KASP) markers, used to further validate the two QTLs, revealed the presence of QTSPN.sicau-2D.4. QTSPN.sicau-2D.5 proved to be more influential on TSPN than TSPN itself, as observed in the 10-ABE89 (134 RILs) and 10-AChuannong 16 (192 RILs) populations, and in a collection of Sichuan wheat (233 accessions). In haplotype 3, the allele from 10-A of QTSPN/QFSPN.sicau-2D.5 and the allele from B39 of QTSPN.sicau-2D.4 are observed in combination. The spikelets displayed their highest density. However, the B39 allele at both loci resulted in a lower spikelet count than any other. Utilizing bulk segregant analysis and exon capture sequencing, six SNP hotspots were identified, involving 31 candidate genes, within the two QTL regions. Wheat's Ppd-D1 variation was further investigated, focusing on the identification of Ppd-D1a from B39 and Ppd-D1d from 10-A. The study's findings uncovered relevant genetic areas and molecular markers useful in wheat cultivation, providing a foundation for subsequent refined mapping and gene cloning of the two loci.
The percentage and rate of cucumber (Cucumis sativus L.) seed germination are negatively impacted by low temperatures (LTs), which is detrimental to overall yield. Employing a genome-wide association study (GWAS), researchers identified genetic locations linked to low-temperature germination (LTG) in 151 cucumber accessions spanning seven diverse ecotypes. Data on LTG's phenotypic characteristics, consisting of relative germination rate (RGR), relative germination energy (RGE), relative germination index (RGI), and relative radical length (RRL), were collected from two different environments over two years. Cluster analysis indicated that 17 of the 151 accessions displayed high cold tolerance. A comprehensive investigation uncovered 1,522,847 significantly associated single-nucleotide polymorphisms (SNPs). Subsequently, seven loci, directly linked to LTG and situated on four chromosomes, were discovered, including gLTG11, gLTG12, gLTG13, gLTG41, gLTG51, gLTG52, and gLTG61. These discoveries resulted from resequencing the accessions. Among the seven loci, three—specifically, gLTG12, gLTG41, and gLTG52—displayed robust and consistent signals across two years, as measured by the four germination indices. Consequently, these loci exhibit significant and dependable performance in relation to LTG. Eight genes potentially affecting abiotic stress were found; three of them are likely linked to LTG CsaV3 1G044080 (a pentatricopeptide repeat-containing protein) and gLTG12, CsaV3 4G013480 (a RING-type E3 ubiquitin transferase) and gLTG41, and CsaV3 5G029350 (a serine/threonine kinase) and gLTG52. Domestic biogas technology The findings confirm CsPPR (CsaV3 1G044080)'s function in regulating LTG. Arabidopsis lines with ectopic CsPPR expression displayed enhanced germination and survival rates at 4°C, relative to wild-type controls. This preliminarily indicates a positive role of CsPPR in promoting cold tolerance in cucumber seedlings at the germination stage. Through this study, we will gain a deeper understanding of cucumber LT-tolerance mechanisms and propel further advancements in cucumber breeding.
Global food security is compromised by substantial yield losses worldwide, often arising from diseases impacting wheat (Triticum aestivum L.). For an extended period, plant breeders have been grappling with the challenge of enhancing wheat's resilience to significant diseases through the processes of selection and traditional breeding methods. This review's goal was to expose the deficiencies in the existing literature and determine the most promising disease resistance criteria for wheat. Recent advancements in molecular breeding techniques have yielded substantial benefits in the development of wheat cultivars exhibiting broader resistance to diseases and other desirable characteristics. Multiple molecular markers, including SCAR, RAPD, SSR, SSLP, RFLP, SNP, and DArT, have been reported to contribute to disease resistance in wheat plants. Various insightful molecular markers are detailed in this article, illustrating their roles in wheat improvement for resistance to major diseases, as facilitated by diverse breeding programs. This review details the deployment of marker-assisted selection (MAS), quantitative trait loci (QTL), genome-wide association studies (GWAS), and the CRISPR/Cas-9 system to develop disease resistance to the foremost wheat diseases. Our analysis encompassed all reported QTLs linked to wheat diseases, specifically targeting bunt, rust, smut, and nematode. Furthermore, we have put forward a plan for breeders to leverage the CRISPR/Cas-9 system and GWAS for future genetic enhancements in wheat. Effective future utilization of these molecular approaches may result in a noteworthy increase in wheat agricultural output.
Worldwide, in arid and semi-arid regions, sorghum (Sorghum bicolor L. Moench), a crucial C4 monocot crop, plays an important role as a staple food. Sorghum's exceptional tolerance to numerous adverse environmental factors, including drought, salinity, alkalinity, and heavy metal contamination, underscores its value as a research subject for better comprehending the molecular mechanisms of stress tolerance in crops. Consequently, this research offers the potential for mining new genes that can improve the genetic resilience of various crops to abiotic stress. From physiological, transcriptomic, proteomic, and metabolomic research, recent progress on sorghum's stress responses is examined, comparing and contrasting responses to diverse stresses, and identifying candidate genes in the abiotic stress response and regulation processes. Importantly, we exemplify the divergence between combined stresses and single stresses, accentuating the need to expand future research on the molecular responses and mechanisms of combined abiotic stresses, which holds greater practical meaning for food security. This review acts as a crucial cornerstone for future functional studies of genes associated with stress tolerance, providing novel understanding of molecular sorghum breeding for stress tolerance, and offering a list of candidate genes for enhancing stress tolerance in other essential monocot crops such as maize, rice, and sugarcane.
Abundant secondary metabolites produced by Bacillus bacteria are crucial for biocontrol, particularly for maintaining plant root microecology, and effectively protect plants. Six Bacillus strains are analyzed in this study for their colonization abilities, plant growth enhancement, antimicrobial actions, and various other attributes; the goal is to develop a combined bacterial agent fostering a helpful microbial community in plant roots. Compstatin order Over a 12-hour period, we observed no substantial variations in the growth trajectories of the six Bacillus strains. Strain HN-2's swimming capacity and bacteriostatic effect of n-butanol extract against Xanthomonas oryzae pv, the blight-causing bacteria, were found to be the most pronounced. The oryzicola, a small but significant inhabitant, is found in rice paddies. Medicinal herb The n-butanol extract of strain FZB42 generated the largest hemolytic circle (867,013 mm), exhibiting the strongest bacteriostatic effect against the fungal pathogen Colletotrichum gloeosporioides, with a bacteriostatic circle diameter of 2174,040 mm. HN-2 and FZB42 strains are capable of rapid biofilm creation. Time-of-flight mass spectrometry, coupled with hemolytic plate tests, indicated that strains HN-2 and FZB42 might exhibit distinct activities, potentially linked to their divergent lipopeptide production (surfactin, iturin, and fengycin).
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