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1.
Plant Cell Rep ; 43(7): 184, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38951262

ABSTRACT

KEY MESSAGE: Whole-genome QTL mining and meta-analysis in tomato for resistance to bacterial and fungal diseases identified 73 meta-QTL regions with significantly refined/reduced confidence intervals. Tomato production is affected by a range of biotic stressors, causing yield losses and quality reductions. While sources of genetic resistance to many tomato diseases have been identified and characterized, stability of the resistance genes or quantitative trait loci (QTLs) across the resources has not been determined. Here, we examined 491 QTLs previously reported for resistance to tomato diseases in 40 independent studies and 54 unique mapping populations. We identified 29 meta-QTLs (MQTLs) for resistance to bacterial pathogens and 44 MQTLs for resistance to fungal pathogens, and were able to reduce the average confidence interval (CI) of the QTLs by 4.1-fold and 6.7-fold, respectively, compared to the average CI of the original QTLs. The corresponding physical length of the CIs of MQTLs ranged from 56 kb to 6.37 Mb, with a median of 921 kb, of which 27% had a CI lower than 500 kb and 53% had a CI lower than 1 Mb. Comparison of defense responses between tomato and Arabidopsis highlighted 73 orthologous genes in the MQTL regions, which were putatively determined to be involved in defense against bacterial and fungal diseases. Intriguingly, multiple genes were identified in some MQTL regions that are implicated in plant defense responses, including PR-P2, NDR1, PDF1.2, Pip1, SNI1, PTI5, NSL1, DND1, CAD1, SlACO, DAD1, SlPAL, Ph-3, EDS5/SID1, CHI-B/PR-3, Ph-5, ETR1, WRKY29, and WRKY25. Further, we identified a number of candidate resistance genes in the MQTL regions that can be useful for both marker/gene-assisted breeding as well as cloning and genetic transformation.


Subject(s)
Disease Resistance , Plant Diseases , Quantitative Trait Loci , Solanum lycopersicum , Quantitative Trait Loci/genetics , Solanum lycopersicum/genetics , Solanum lycopersicum/microbiology , Disease Resistance/genetics , Plant Diseases/genetics , Plant Diseases/microbiology , Chromosome Mapping
2.
BMC Plant Biol ; 24(1): 622, 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38951756

ABSTRACT

Hybrid genotypes can provide significant yield gains over conventional inbred varieties due to heterosis or hybrid vigor. However, hybrids can also display unintended negative attributes or phenotypes such as extreme pathogen susceptibility. The necrotrophic pathogen Pyrenophora teres f. maculata (Ptm) causes spot form net blotch, which has caused significant yield losses to barley worldwide. Here, we report on a non-transgressive hybrid susceptibility locus in barley identified between the three parental lines CI5791, Tifang and Golden Promise that are resistant to Ptm isolate 13IM.3. However, F2 progeny from CI5791 × Tifang and CI5791 × Golden Promise crosses exhibited extreme susceptibility. The susceptible phenotype segregated in a ratio of 1 resistant:1 susceptible representing a genetic segregation ratio of 1 parental (res):2 heterozygous (sus):1 parental (res) suggesting a single hybrid susceptibility locus. Genetic mapping using a total of 715 CI5791 × Tifang F2 individuals (1430 recombinant gametes) and 149 targeted SNPs delimited the hybrid susceptibility locus designated Susceptibility to Pyrenophora teres 2 (Spt2) to an ~ 198 kb region on chromosome 5H of the Morex V3 reference assembly. This single locus was independently mapped with 83 CI5791 × Golden Promise F2 individuals (166 recombinant gametes) and 180 genome wide SNPs that colocalized to the same Spt2 locus. The CI5791 genome was sequenced using PacBio Continuous Long Read technology and comparative analysis between CI5791 and the publicly available Golden Promise genome assembly determined that the delimited region contained a single high confidence Spt2 candidate gene predicted to encode a pentatricopeptide repeat-containing protein.


Subject(s)
Ascomycota , Chromosome Mapping , Hordeum , Plant Diseases , Hordeum/genetics , Hordeum/microbiology , Plant Diseases/microbiology , Plant Diseases/genetics , Ascomycota/physiology , Disease Resistance/genetics , Phenotype , Polymorphism, Single Nucleotide , Hybridization, Genetic , Hybrid Vigor/genetics , Genotype
3.
Science ; 385(6704): eadm8762, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38963845

ABSTRACT

Understanding how numerous quantitative trait loci (QTL) shape phenotypic variation is an important question in genetics. To address this, we established a permanent population of 18,421 (18K) rice lines with reduced population structure. We generated reference-level genome assemblies of the founders and genotyped all 18K-rice lines through whole-genome sequencing. Through high-resolution mapping, 96 high-quality candidate genes contributing to variation in 16 traits were identified, including OsMADS22 and OsFTL1 verified as causal genes for panicle number and heading date, respectively. We identified epistatic QTL pairs and constructed a genetic interaction network with 19 genes serving as hubs. Overall, 170 masking epistasis pairs were characterized, serving as an important factor contributing to genetic background effects across diverse varieties. The work provides a basis to guide grain yield and quality improvements in rice.


Subject(s)
Epistasis, Genetic , Genome, Plant , Oryza , Quantitative Trait Loci , Oryza/genetics , Whole Genome Sequencing , Chromosome Mapping , Genes, Plant , Genotype , Gene Regulatory Networks , Phenotype
4.
Plant Cell Rep ; 43(7): 189, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38960996

ABSTRACT

KEY MESSAGE: QTL mapping combined with genome-wide association studies, revealed a potential candidate gene for  resistance to northern leaf blight in the tropical CATETO-related maize line YML226, providing a basis for marker-assisted selection of maize varieties Northern leaf blight (NLB) is a foliar disease that can cause severe yield losses in maize. Identifying and utilizing NLB-resistant genes is the most effective way to prevent and control this disease. In this study, five important inbred lines of maize were used as parental lines to construct a multi-parent population for the identification of NLB-resistant loci. QTL mapping and GWAS analysis revealed that QTL qtl_YML226_1, which had the largest phenotypic variance explanation (PVE) of 9.28%, and SNP 5-49,193,921 were co-located in the CATETO-related line YML226. This locus was associated with the candidate gene Zm00001d014471, which encodes a pentatricopeptide repeat (PPR) protein. In the coding region of Zm00001d014471, YML226 had more specific SNPs than the other parental lines. qRT-PCR showed that the relative expressions of Zm00001d014471 in inoculated and uninoculated leaves of YML226 were significantly higher, indicating that the expression of the candidate gene was correlated with NLB resistance. The analysis showed that the higher expression level in YML226 might be caused by SNP mutations. This study identified NLB resistance candidate loci and genes in the tropical maize inbred line YML226 derived from the CATETO germplasm, thereby providing a theoretical basis for using modern marker-assisted breeding techniques to select genetic resources resistant to NLB.


Subject(s)
Chromosome Mapping , Disease Resistance , Genome-Wide Association Study , Plant Diseases , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Zea mays , Zea mays/genetics , Zea mays/microbiology , Disease Resistance/genetics , Plant Diseases/microbiology , Plant Diseases/genetics , Quantitative Trait Loci/genetics , Polymorphism, Single Nucleotide/genetics , Genes, Plant , Phenotype , Plant Leaves/genetics , Plant Leaves/microbiology , Plant Proteins/genetics , Plant Proteins/metabolism
5.
Sci Rep ; 14(1): 15428, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38965257

ABSTRACT

Leaf rust (LR) caused by Puccinia hordei is a serious disease of barley worldwide, causing significant yield losses and reduced grain quality. Discovery and incorporation of new sources of resistance from gene bank accessions into barley breeding programs is essential for the development of leaf rust resistant varieties. To identify Quantitative Trait Loci (QTL) conferring LR resistance in the two barley subsets, the Generation Challenge Program (GCP) reference set of 142 accessions and the leaf rust subset constructed using the Focused Identification of Germplasm Strategy (FIGS) of 76 barley accessions, were genotyped to conduct a genome-wide association study (GWAS). The results revealed a total of 59 QTL in the 218 accessions phenotyped against barley leaf rust at the seedling stage using two P. hordei isolates (ISO-SAT and ISO-MRC), and at the adult plant stage in four environments in Morocco. Out of these 59 QTL, 10 QTL were associated with the seedling resistance (SR) and 49 QTL were associated with the adult plant resistance (APR). Four QTL showed stable effects in at least two environments for APR, whereas two common QTL associated with SR and APR were detected on chromosomes 2H and 7H. Furthermore, 39 QTL identified in this study were potentially novel. Interestingly, the sequences of 27 SNP markers encoded the candidate genes (CGs) with predicted protein functions in plant disease resistance. These results will provide new perspectives on the diversity of leaf rust resistance loci for fine mapping, isolation of resistance genes, and for marker-assisted selection for the LR resistance in barley breeding programs worldwide.


Subject(s)
Disease Resistance , Genome-Wide Association Study , Hordeum , Plant Diseases , Quantitative Trait Loci , Seedlings , Hordeum/genetics , Hordeum/microbiology , Plant Diseases/microbiology , Plant Diseases/genetics , Seedlings/genetics , Seedlings/microbiology , Disease Resistance/genetics , Puccinia/pathogenicity , Genotype , Polymorphism, Single Nucleotide , Phenotype , Basidiomycota , Chromosome Mapping , Plant Breeding
6.
Curr Protoc ; 4(7): e1094, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38966883

ABSTRACT

Short tandem repeat (STR) expansions are associated with more than 60 genetic disorders. The size and stability of these expansions correlate with the severity and age of onset of the disease. Therefore, being able to accurately detect the absolute length of STRs is important. Current diagnostic assays include laborious lab experiments, including repeat-primed PCR and Southern blotting, that still cannot precisely determine the exact length of very long repeat expansions. Optical genome mapping (OGM) is a cost-effective and easy-to-use alternative to traditional cytogenetic techniques and allows the comprehensive detection of chromosomal aberrations and structural variants >500 bp in length, including insertions, deletions, duplications, inversions, translocations, and copy number variants. Here, we provide methodological guidance for preparing samples and performing OGM as well as running the analysis pipelines and using the specific repeat expansion workflows to determine the exact repeat length of repeat expansions expanded beyond 500 bp. Together these protocols provide all details needed to analyze the length and stability of any repeat expansion with an expected repeat size difference from the expected wild-type allele of >500 bp. © 2024 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Genomic ultra-high-molecular-weight DNA isolation, labeling, and staining Basic Protocol 2: Data generation and genome mapping using the Bionano Saphyr® System Basic Protocol 3: Manual De Novo Assembly workflow Basic Protocol 4: Local guided assembly workflow Basic Protocol 5: EnFocus Fragile X workflow Basic Protocol 6: Molecule distance script workflow.


Subject(s)
Chromosome Mapping , Humans , Chromosome Mapping/methods , DNA Repeat Expansion/genetics , Microsatellite Repeats/genetics , DNA/genetics
7.
Genes (Basel) ; 15(6)2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38927687

ABSTRACT

Crucian carp (Carassius auratus) is widely distributed in the world and has become an economically freshwater fish. The population in Lake Dali Nur can tolerate the extreme alkaline environment with alkalinity over 50 mmol/L (pH 9.6), thus providing a special model for exploring alkali-tolerant molecular markers in an extremely alkaline environment. In this study, we constructed a high-density and high-resolution linkage map with 16,224 SNP markers based on genotyping-by-sequencing (GBS) consisting of 152 progenies and conducted QTL studies for alkali-tolerant traits. The total length of the linkage map was 3918.893 cM, with an average distance of 0.241 cM. Two QTLs for the ammonia-N-tolerant trait were detected on LG27 and LG45. A QTL for the urea-N-tolerant trait was detected on LG27. Interestingly, mapping the two QTLs on LG27 revealed that the mapped genes were both located in the intron of CDC42. GO functional annotation and KEGG enrichment analysis results indicated that the biological functions might be involved in the cell cycle, cellular senescence, MAPK, and Ras signaling pathways. These findings suggest that CDC42 may play an important role in the process of dealing with extremely alkaline environments.


Subject(s)
Chromosome Mapping , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Animals , Chromosome Mapping/methods , Goldfish/genetics , Carps/genetics , Alkalies
8.
Genes (Basel) ; 15(6)2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38927736

ABSTRACT

The WRKY gene family is a key transcription factor family for plant development and the stress response. However, few studies have investigated the WRKY gene family in Chinese rose (Rosa chinensis). In this study, 68 RcWRKY genes were identified from the Chinese rose genome and classified into three primary groups and five subgroups based on the structural and phylogenetic characteristics. The analysis of the conserved domains, motifs, and gene structure revealed that the RcWRKY genes within the same group had the same exon-intron organization and composition. Chromosome mapping and gene duplication revealed that the RcWRKY genes were randomly dispersed across seven chromosomes. Fragment duplication and refined selection may have influenced the evolution of the WRKY gene family in Chinese rose. The cis-acting elements in the WRKY promoter region revealed that the RcWRKY genes contained numerous abiotic stress response elements. The results of qRT-PCR revealed that the expression of RcWRKY was tissue-specific, with high expression being observed under drought, heat, and salt stress. Notably, RcWRKY49's expression increased more than fivefold following salt stress, indicating that it is a crucial gene mediating the salt stress response of Chinese rose. These findings shed light on the regulatory role of RcWRKY in the growth and development of Chinese rose, and they serve as a foundation for future molecular breeding programs and gene discovery.


Subject(s)
Droughts , Multigene Family , Plant Proteins , Rosa , Salt Stress , Transcription Factors , Chromosome Mapping , Chromosomes, Plant/genetics , Gene Duplication , Gene Expression Regulation, Plant , Genome, Plant , Phylogeny , Plant Proteins/genetics , Rosa/genetics , Salt Stress/genetics , Stress, Physiological/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
9.
Genes (Basel) ; 15(6)2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38927744

ABSTRACT

While balanced reciprocal translocations are relatively common, they often remain clinically silent unless they lead to the disruption of functional genes. In this study, we present the case of a boy exhibiting developmental delay and mild intellectual disability. Initial karyotyping revealed a translocation t(5;6)(q13;q23) between chromosomes 5 and 6 with limited resolution. Optical genome mapping (OGM) enabled a more precise depiction of the breakpoint regions involved in the reciprocal translocation. While the breakpoint region on chromosome 6 did not encompass any known gene, OGM revealed the disruption of the RASGRF2 (Ras protein-specific guanine nucleotide releasing factor 2) gene on chromosome 5, implicating RASGRF2 as a potential candidate gene contributing to the observed developmental delay in the patient. Variations in RASGRF2 have so far not been reported in developmental delay, but research on the RASGRF2 gene underscores its significance in various aspects of neurodevelopment, including synaptic plasticity, signaling pathways, and behavioral responses. This study highlights the utility of OGM in identifying breakpoint regions, providing possible insights into the understanding of neurodevelopmental disorders. It also helps affected individuals in gaining more knowledge about potential causes of their conditions.


Subject(s)
Developmental Disabilities , Translocation, Genetic , Humans , Male , Developmental Disabilities/genetics , Developmental Disabilities/pathology , ras Guanine Nucleotide Exchange Factors/genetics , Chromosome Mapping , Chromosomes, Human, Pair 5/genetics , Intellectual Disability/genetics , Intellectual Disability/pathology
10.
Genes (Basel) ; 15(6)2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38927754

ABSTRACT

Chickpea (Cicer arietinum) is a major food legume providing high quality nutrition, especially in developing regions. Chickpea wilt (Fusarium oxysporum f. sp. ciceris) causes significant annual losses. Integrated disease management of Fusarium wilt is supported by resistant varieties. Relatively few resistance genes are known so there is value in exploring genetic resources in chickpea wild relatives. This study investigates the inheritance of Fusarium wilt resistance (race 2) in recombinant inbred lines (RILs) from a cross between a cultivated susceptible chickpea variety (Gokce) and a wild resistant Cicer reticulatum line (Kayat-077). RILs, parents, resistant and susceptible tester lines were twice grown in the greenhouse with inoculation and disease symptoms scored. DNA was extracted from dried leaves and individuals were single nucleotide polymorphism (SNP) genotyped. SNPs were placed on the reference chickpea genome and quantitative trait locus (QTL) mapping was performed. Significant QTL regions were examined using PulseDB to identify candidate genes. The results showed the segregation of Fusarium wilt resistance conforming to a single gene inheritance. One significant QTL was found at the start of chromosome 8, containing 138 genes, three of which were disease-resistance candidates for chickpea breeding.


Subject(s)
Chromosome Mapping , Cicer , Disease Resistance , Fusarium , Plant Diseases , Polymorphism, Single Nucleotide , Quantitative Trait Loci , Cicer/genetics , Cicer/microbiology , Cicer/immunology , Fusarium/pathogenicity , Disease Resistance/genetics , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Diseases/immunology , Chromosome Mapping/methods , Plant Breeding/methods
11.
Int J Mol Sci ; 25(12)2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38928003

ABSTRACT

Barley with high grain ß-glucan content is valuable for functional foods. The identification of loci for high ß-glucan content is, thus, of great importance for barley breeding. Segregation mapping for the content in ß-glucan and other barley grain components (starch, protein, lipid, ash, phosphorous, calcium, sodium) was performed using the progeny of the cross between Glacier AC38, a mutant with high amylose, and CDC Fibar, a high ß-glucan waxy cultivar. The offspring of this cross showed transgressive segregation for ß-glucan content. Linkage analysis based on single-nucleotide polymorphism (SNP) molecular markers was used for the genotyping of the parents and recombinant inbred lines (RILs). Two Quantitative Trait Loci (QTL) for ß-glucan content and several QTL for other grain components were found. The former ones, located on chromosomes 1H and 7H, explained 27.9% and 27.4% of the phenotypic variance, respectively. Glacier AC38 provided the allele for high ß-glucan content at the QTL on chromosome 1H, whereas CDC Fibar contributed the allele at the QTL on chromosome 7H. Their recombination resulted in a novel haplotype with higher ß-glucan content, up to 18.4%. Candidate genes are proposed for these two QTL: HvCslF9, involved in ß-glucan biosynthesis, for the QTL on chromosome 1H; Horvu_PLANET_7H01G069300, a gene encoding an ATP-Binding Cassette (ABC) transporter, for the QTL on chromosome 7H.


Subject(s)
Chromosome Mapping , Hordeum , Polymorphism, Single Nucleotide , Quantitative Trait Loci , beta-Glucans , Hordeum/genetics , Hordeum/metabolism , beta-Glucans/metabolism , Phenotype , Chromosomes, Plant/genetics , Edible Grain/genetics , Edible Grain/metabolism , Genotype , Seeds/genetics , Seeds/metabolism , Seeds/chemistry , Plant Breeding , Recombination, Genetic/genetics , Haplotypes
12.
BMC Genomics ; 25(1): 581, 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38858648

ABSTRACT

BACKGROUND: Phospholipases constitute a diverse category of enzymes responsible for the breakdown of phospholipids. Their involvement in signal transduction with a pivotal role in plant development and stress responses is well documented. RESULTS: In the present investigation, a thorough genome-wide analysis revealed that the pearl millet genome contains at least 44 phospholipase genes distributed across its 7 chromosomes, with chromosome one harbouring the highest number of these genes. The synteny analysis suggested a close genetic relationship of pearl millet phospholipases with that of foxtail millet and sorghum. All identified genes were examined to unravel their gene structures, protein attributes, cis-regulatory elements, and expression patterns in two pearl millet genotypes contrasting for rancidity. All the phospholipases have a high alpha-helix content and distorted regions within the predicted secondary structures. Moreover, many of these enzymes possess binding sites for both metal and non-metal ligands. Additionally, the putative promoter regions associated with these genes exhibit multiple copies of cis-elements specifically responsive to biotic and abiotic stress factors and signaling molecules. The transcriptional profiling of 44 phospholipase genes in two genotypes contrasting for rancidity across six key tissues during pearl millet growth revealed a predominant expression in grains, followed by seed coat and endosperm. Specifically, the genes PgPLD-alpha1-1, PgPLD-alpha1-5, PgPLD-delta1-7a, PgPLA1-II-1a, and PgPLD-delta1-2a exhibited notable expression in grains of both the genotypes while showing negligible expression in the other five tissues. The sequence alignment of putative promoters revealed several variations including SNPs and InDels. These variations resulted in modifications to the corresponding cis-acting elements, forming distinct transcription factor binding sites suggesting the transcriptional-level regulation for these five genes in pearl millet. CONCLUSIONS: The current study utilized a genome-wide computational analysis to characterize the phospholipase gene family in pearl millet. A comprehensive expression profile of 44 phospholipases led to the identification of five grain-specific candidates. This underscores a potential role for at least these five genes in grain quality traits including the regulation of rancidity in pearl millet. Therefore, this study marks the first exploration highlighting the possible impact of phospholipases towards enhancing agronomic traits in pearl millet.


Subject(s)
Edible Grain , Multigene Family , Pennisetum , Phospholipases , Pennisetum/genetics , Pennisetum/metabolism , Phospholipases/genetics , Phospholipases/metabolism , Phospholipases/chemistry , Edible Grain/genetics , Gene Expression Regulation, Plant , Promoter Regions, Genetic , Phylogeny , Plant Proteins/genetics , Plant Proteins/metabolism , Synteny , Gene Expression Profiling , Genotype , Chromosome Mapping
13.
Nat Commun ; 15(1): 4874, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38849341

ABSTRACT

Evidence for adaptation of human skin color to regional ultraviolet radiation suggests shared and distinct genetic variants across populations. However, skin color evolution and genetics in East Asians are understudied. We quantified skin color in 48,433 East Asians using image analysis and identified associated genetic variants and potential causal genes for skin color as well as their polygenic interplay with sun exposure. This genome-wide association study (GWAS) identified 12 known and 11 previously unreported loci and SNP-based heritability was 23-24%. Potential causal genes were determined through the identification of nonsynonymous variants, colocalization with gene expression in skin tissues, and expression levels in melanocytes. Genomic loci associated with pigmentation in East Asians substantially diverged from European populations, and we detected signatures of polygenic adaptation. This large GWAS for objectively quantified skin color in an East Asian population improves understanding of the genetic architecture and polygenic adaptation of skin color and prioritizes potential causal genes.


Subject(s)
Genome-Wide Association Study , Multifactorial Inheritance , Polymorphism, Single Nucleotide , Skin Pigmentation , Adult , Female , Humans , Male , Middle Aged , Adaptation, Physiological/genetics , Chromosome Mapping , Multifactorial Inheritance/genetics , Quantitative Trait Loci/genetics , Skin Pigmentation/genetics , Ultraviolet Rays , East Asian People
14.
BMC Plant Biol ; 24(1): 562, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38877425

ABSTRACT

BACKGROUND: On tropical regions, phosphorus (P) fixation onto aluminum and iron oxides in soil clays restricts P diffusion from the soil to the root surface, limiting crop yields. While increased root surface area favors P uptake under low-P availability, the relationship between the three-dimensional arrangement of the root system and P efficiency remains elusive. Here, we simultaneously assessed allelic effects of loci associated with a variety of root and P efficiency traits, in addition to grain yield under low-P availability, using multi-trait genome-wide association. We also set out to establish the relationship between root architectural traits assessed in hydroponics and in a low-P soil. Our goal was to better understand the influence of root morphology and architecture in sorghum performance under low-P availability. RESULT: In general, the same alleles of associated SNPs increased root and P efficiency traits including grain yield in a low-P soil. We found that sorghum P efficiency relies on pleiotropic loci affecting root traits, which enhance grain yield under low-P availability. Root systems with enhanced surface area stemming from lateral root proliferation mostly up to 40 cm soil depth are important for sorghum adaptation to low-P soils, indicating that differences in root morphology leading to enhanced P uptake occur exactly in the soil layer where P is found at the highest concentration. CONCLUSION: Integrated QTLs detected in different mapping populations now provide a comprehensive molecular genetic framework for P efficiency studies in sorghum. This indicated extensive conservation of P efficiency QTL across populations and emphasized the terminal portion of chromosome 3 as an important region for P efficiency in sorghum. Increases in root surface area via enhancement of lateral root development is a relevant trait for sorghum low-P soil adaptation, impacting the overall architecture of the sorghum root system. In turn, particularly concerning the critical trait for water and nutrient uptake, root surface area, root system development in deeper soil layers does not occur at the expense of shallow rooting, which may be a key reason leading to the distinctive sorghum adaptation to tropical soils with multiple abiotic stresses including low P availability and drought.


Subject(s)
Genome-Wide Association Study , Phosphorus , Plant Roots , Quantitative Trait Loci , Sorghum , Sorghum/genetics , Sorghum/metabolism , Sorghum/growth & development , Phosphorus/metabolism , Plant Roots/growth & development , Plant Roots/metabolism , Plant Roots/genetics , Plant Roots/anatomy & histology , Chromosome Mapping , Polymorphism, Single Nucleotide , Soil/chemistry , Phenotype
15.
Theor Appl Genet ; 137(7): 164, 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38898332

ABSTRACT

KEY MESSAGE: A comprehensive environmental characterization allowed identifying stable and interactive QTL for seed yield: QA09 and QC09a were detected across environments; whereas QA07a was specifically detected on the most stressed environments. A main challenge for rapeseed consists in maintaining seed yield while adapting to climate changes and contributing to environmental-friendly cropping systems. Breeding for cultivar adaptation is one of the keys to meet this challenge. Therefore, we propose to identify the genetic determinant of seed yield stability for winter oilseed rape using GWAS coupled with a multi-environmental trial and to interpret them in the light of environmental characteristics. Due to a comprehensive characterization of a multi-environmental trial using 79 indicators, four contrasting envirotypes were defined and used to identify interactive and stable seed yield QTL. A total of four QTLs were detected, among which, QA09 and QC09a, were stable (detected at the multi-environmental trial scale or for different envirotypes and environments); and one, QA07a, was specifically detected into the most stressed envirotype. The analysis of the molecular diversity at QA07a showed a lack of genetic diversity within modern lines compared to older cultivars bred before the selection for low glucosinolate content. The results were discussed in comparison with other studies and methods as well as in the context of breeding programs.


Subject(s)
Brassica napus , Phenotype , Plant Breeding , Quantitative Trait Loci , Seeds , Brassica napus/genetics , Brassica napus/growth & development , Plant Breeding/methods , Seeds/genetics , Seeds/growth & development , Environment , Genotype , Chromosome Mapping/methods , Seasons , Ecotype
16.
BMC Plant Biol ; 24(1): 583, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38898384

ABSTRACT

BACKGROUND: Leaf morphology plays a crucial role in photosynthetic efficiency and yield potential in crops. Cigar tobacco plants, which are derived from common tobacco (Nicotiana tabacum L.), possess special leaf characteristics including thin and delicate leaves with few visible veins, making it a good system for studying the genetic basis of leaf morphological characters. RESULTS: In this study, GWAS and QTL mapping were simultaneously performed using a natural population containing 185 accessions collected worldwide and an F2 population consisting of 240 individuals, respectively. A total of 26 QTLs related to leaf morphological traits were mapped in the F2 population at three different developmental stages, and some QTL intervals were repeatedly detected for different traits and at different developmental stages. Among the 206 significant SNPs identified in the natural population using GWAS, several associated with the leaf thickness phenotype were co-mapped via QTL mapping. By analyzing linkage disequilibrium and transcriptome data from different tissues combined with gene functional annotations, 7 candidate genes from the co-mapped region were identified as the potential causative genes associated with leaf thickness. CONCLUSIONS: These results presented a valuable cigar tobacco resource showing the genetic diversity regarding its leaf morphological traits at different developmental stages. It also provides valuable information for novel genes and molecular markers that will be useful for further functional verification and for molecular breeding of leaf morphological traits in crops in the future.


Subject(s)
Chromosome Mapping , Genome-Wide Association Study , Nicotiana , Plant Leaves , Quantitative Trait Loci , Nicotiana/genetics , Nicotiana/anatomy & histology , Nicotiana/growth & development , Plant Leaves/anatomy & histology , Plant Leaves/genetics , Plant Leaves/growth & development , Phenotype , Polymorphism, Single Nucleotide , Linkage Disequilibrium
17.
Theor Appl Genet ; 137(7): 171, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38918246

ABSTRACT

KEY MESSAGE: A Fusarium wilt resistance gene FwS1 on pea chromosome 6 was identified and mapped to a 91.4 kb region by a comprehensive genomic-based approach, and the gene Psat6g003960 harboring NB-ARC domain was identified as the putative candidate gene. Pea Fusarium wilt, incited by Fusarium oxysporum f. sp. pisi (Fop), has always been a devastating disease that causes severe yield losses and economic damage in pea-growing regions worldwide. The utilization of pea cultivars carrying resistance gene is the most efficient approach for managing this disease. In order to finely map resistance gene, F2 populations were established through the cross between Shijiadacaiwan 1 (resistant) and Y4 (susceptible). The resistance genetic analysis indicated that the Fop resistance in Shijiadacaiwan 1 was governed by a single dominant gene, named FwS1. Based on the bulked segregant analysis sequencing analyses, the gene FwS1 was initially detected on chromosome 6 (i.e., linking group II, chr6LG2), and subsequent linkage mapping with 589 F2 individuals fine-mapped the gene FwS1 into a 91.4 kb region. The further functional annotation and haplotype analysis confirmed that the gene Psat6g003960, characterized by a NB-ARC (nucleotide-binding adaptor shared by APAF-1, R proteins, and CED-4) domain, was considered as the most promising candidate gene. The encoding amino acids were altered by a "T/C" single-nucleotide polymorphism (SNP) in the first exon of the Psat6g003960, and based on this SNP locus, the molecular marker A016180 was determined to be a diagnostic marker for FwS1 by validating its specificity in both pea accessions and genetic populations with different genetic backgrounds. The FwS1 with diagnostic KASP marker A016180 could facilitate marker-assisted selection in resistance pea breeding in pea. In addition, a comparison of the candidate gene Psat6g003960 in 74SN3B and SJ1 revealed the same sequences. This finding indicated that 74SN3B carried the candidate gene for FwS1, suggesting that FwS1 and Fwf may be closely linked or an identical resistant gene against Fusarium wilt.


Subject(s)
Chromosome Mapping , Disease Resistance , Fusarium , Genes, Plant , Pisum sativum , Plant Diseases , Fusarium/pathogenicity , Fusarium/physiology , Plant Diseases/microbiology , Plant Diseases/genetics , Plant Diseases/immunology , Disease Resistance/genetics , Pisum sativum/genetics , Pisum sativum/microbiology , Polymorphism, Single Nucleotide , Haplotypes , Genetic Markers , Genetic Linkage , Plant Proteins/genetics , Plant Proteins/metabolism
18.
Theor Appl Genet ; 137(7): 160, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38874613

ABSTRACT

KEY MESSAGE: The dwarfing allele Rht14 of durum wheat associates with greater stigma length, an important trait for hybrid breeding, whilst major dwarfing alleles Rht-B1b and Rht-D1b showed little to no effect. Although much understudied in wheat, the stigma is a crucial component for attaining grain set, the fundamental basis for yield, particularly in hybrid production systems where successful grain set relies on wind-driven pollen dispersal by the male parent and effective pollen capture by the female parent. Females with long stigma that exsert early are thought to be advantageous. Using glasshouse-grown lines, we examined variation in Total Stigma Length (TSL) across diverse panels comprising 27 durum and 116 bread wheat genotypes. Contrasting genotypes were selected for population development and genetic analysis. Quantitative trait loci (QTL) analysis was performed on a durum F2 population and a bread wheat recombinant inbred line (RIL) population. Contrasting with studies of anther length, we found no large effect on TSL of the GA-insensitive semi-dwarfing genes Rht-B1 and Rht-D1 in either durum or bread wheat. However, in durum cultivar Italo, we identified a region on chromosome 6A which is robustly associated with larger TSL and contains the Rht14 allele for reduced plant height, a trait that is favourable for female line development in hybrid systems. This dual effect locus explained 25.2 and 19.2% of TSL phenotypic variation in experiments across two growing seasons, with preliminary results suggesting this locus may increase TSL when transferred to bread wheat. In a bread wheat, RIL population minor QTL on 1A and 2A was indicated, but the strongest association was with Ppd-B1. Methods developed here, and the identification of a TSL-enhancing locus provides advances and further opportunities in the study of wheat stigma.


Subject(s)
Alleles , Flowers , Genetic Linkage , Genotype , Phenotype , Quantitative Trait Loci , Triticum , Triticum/genetics , Triticum/growth & development , Flowers/genetics , Flowers/growth & development , Chromosome Mapping , Genes, Plant , Plant Breeding , Bread
19.
Theor Appl Genet ; 137(7): 161, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38874630

ABSTRACT

KEY MESSAGE: CaPCR1 (Capana12g002165) was a candidate gene regulating fruit concave/pointed tip shape in pepper. The concave shape of the fruit tip in pepper plants is highly susceptible to drought and low temperature stresses, resulting in the appearance of a pointed tip fruit, which affects its commercial value. However, few studies on the process of fruit tip development and regulatory genes in pepper have been reported. Herein, the developmental process of the ovary before anthesis, especially changes in the shape of the ovary tip, was studied in detail. The results showed that the final fruit tip shape was consistent with the ovary tip shape before anthesis, and a concave tip shape gradually developed. F4 recombinant inbred lines (RILs) were constructed to map the genes regulating fruit tip shape through hybridization of the LRS and SBS pepper inbred lines. CaPCR1 (Capana12g002165), an OFP (OVATE Family Protein) family gene, was located in the candidate region on chr12. Three SNPs were found in the protein coding sequence of CaPCR1 between SBS and LRS, but only one SNP led to amino acid variation. Sequence variations, including base replacements, deletions and insertions, were also detected in the gene promoter region. The relative expression level of the CaPCR1 gene was significantly greater in the concave tip ovary than in the pointed tip ovary. qRT‒PCR analysis revealed that the CaPCR1 gene was expressed mainly in the gynoecium, placenta and green fruit pericarp, which was consistent with its function in ovary and fruit development. Taken together, these results suggested that CaPCR1 is a candidate gene involved in fruit tip shape determination in pepper.


Subject(s)
Capsicum , Fruit , Plant Proteins , Polymorphism, Single Nucleotide , Capsicum/genetics , Capsicum/growth & development , Fruit/genetics , Fruit/growth & development , Plant Proteins/genetics , Plant Proteins/metabolism , Chromosome Mapping , Genes, Plant , Phenotype , Gene Expression Regulation, Plant
20.
Int J Mol Sci ; 25(11)2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38892403

ABSTRACT

Bakanae disease (BD), caused by the fungal pathogen Fusarium fujikuroi, is a serious threat to rice production worldwide. Breeding elite rice varieties resistant to BD requires the identification of resistance genes. Previously, we discovered a resistant quantitative trait locus (QTL), qFfR1, in a Korean japonica rice variety, Nampyeong. In this study, we fine-mapped qFfR1 with a Junam*4/Nampyeong BC3F3 population and delimited its location to a 37.1 kb region on chromosome 1. Complementation experiments with seven candidate genes in this region revealed that OsI_02728 is the gene for qFfR1. This gene encodes a protein with a typical leucine-rich repeat (LRR) receptor-like protein structure. RNA-sequencing-based transcriptomic analysis revealed that FfR1 induces the transcription of defense genes, including lignin and terpenoid biosynthesis genes, pathogenesis-related genes, and thionin genes. These results may facilitate investigations into the molecular mechanisms underlying BD resistance, including molecular patterns of Fusarium fujikuroi interacting with FfR1 and players working in signal transduction pathways downstream of FfR1, and the breeding of new BD-resistant varieties by providing a BD resistance gene with its precise selection marker. This will contribute to efficient control of BD, which is becoming more prevalent according to temperature rises due to climate change.


Subject(s)
Chromosome Mapping , Disease Resistance , Fusarium , Oryza , Plant Diseases , Quantitative Trait Loci , Oryza/genetics , Oryza/microbiology , Disease Resistance/genetics , Plant Diseases/microbiology , Plant Diseases/genetics , Fusarium/pathogenicity , Cloning, Molecular , Plant Proteins/genetics , Plant Proteins/metabolism , Gene Expression Regulation, Plant , Chromosomes, Plant/genetics
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