Identification of Candidate Genes Involved in Curd Riceyness in Cauliflower.
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ABSTRACT:
SUBMITTER: Zhao Z
PROVIDER: S-EPMC7139996 | biostudies-literature |
REPOSITORIES: biostudies-literature
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Project description:BACKGROUND:Curd architecture is one of the most important characters determining the curd morphology of cauliflower. However, the genetic mechanism dissection of this complex trait at molecular level is lacking. Genes/QTLs responsible for the morphological differences between present-day loose-curd and compact-curd cauliflower haven't been well revealed. RESULTS:Herein, by using a common compact-curd parent and two loose-curd parents, we developed two double haploid (DH) populations including 122 and 79 lines, respectively. For each population, we decomposed the curd architecture concept into four parameters (basal diameter, stalk length, stalk angle and curd solidity), and collected corresponding phenotypic data for each parameter across two environments. The Kosambi function and composite interval mapping algorithm were conducted to construct the linkage map and analyze the QTLs associated with curd architecture parameters. A total of 20 QTLs were detected with the minimum likelihood of odd (LOD) values ranging from 2.61 to 8.38 and the percentage of the phenotypic variance explained by each QTL (PVE) varying between 7.69 and 25.10%. Of these, two QTLs controlling stalk length (qSL.C6-1, qSL.C6-2) and two QTLs controlling curd solidity (qCS.C6-1 and qCS.C6-2) were steadily expressed in both environments. Further, qSL.C6-1, qSL.C6-2, qCS.C6-1 and qCS.C6-4 fell into the same chromosomal region of the reference genome, indicating that these loci are involved in pleiotropic effects or are tightly linked. CONCLUSION:The current study identified a series of QTLs associated with curd architecture parameters, which might contribute essentially to the formation of present-day loose-curd cauliflower that is widely cultivated in China. These results may pave the way for intensive deciphering the molecular mechanisms of curd development and for marker-assisted selection of curd morphology in cauliflower breeding.
| S-EPMC7178959 | biostudies-literature
Project description:Renal ischemia/reperfusion injury (IRI) is a main risk factor for the occurrence of delayed graft function or primary graft nonfunction of kidney transplantation. However, it lacks ideal molecular markers for indicating IRI in kidney transplantation. The present study is to explore novel candidate genes involved in renal IRI. Experimental renal IRI mouse models were constructed, and the differentially expressed genes were screened using a microarray assay. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis were performed. The expression of genes was detected using real-time qPCR assay. Western blotting and immunohistochemistry staining assays were performed for protein determination. We identified that renal IRI induced the upregulation of SPRR2F, SPRR1A, MMP-10, and long noncoding RNA (lncRNA) Malat1 in kidney tissues for 479.3-, 4.98-, 238.1-, and 3.79-fold, respectively. The expression of miR-139-5p in kidney tissues of IRI-treated mice was decreased to 40.4% compared with the sham-operated mice. These genes are associated with keratinocyte differentiation, regeneration and repair of kidney tissues, extracellular matrix degradation and remodeling, inflammation, and cell proliferation in renal IRI. Identification of novel biomarkers involved in renal IRI may provide evidences for the diagnosis and treatment of renal IRI.
| S-EPMC6434600 | biostudies-literature
Project description:BACKGROUND: Chloroplasts are the green plastids where photosynthesis takes place. The biogenesis of chloroplasts requires the coordinate expression of both nuclear and chloroplast genes and is regulated by developmental and environmental signals. Despite extensive studies of this process, the genetic basis and the regulatory control of chloroplast biogenesis and development remain to be elucidated. RESULTS: Green cauliflower mutant causes ectopic development of chloroplasts in the curd tissue of the plant, turning the otherwise white curd green. To investigate the transcriptional control of chloroplast development, we compared gene expression between green and white curds using the RNA-seq approach. Deep sequencing produced over 15 million reads with lengths of 86 base pairs from each cDNA library. A total of 7,155 genes were found to exhibit at least 3-fold changes in expression between green and white curds. These included light-regulated genes, genes encoding chloroplast constituents, and genes involved in chlorophyll biosynthesis. Moreover, we discovered that the cauliflower ELONGATED HYPOCOTYL5 (BoHY5) was expressed higher in green curds than white curds and that 2616 HY5-targeted genes, including 1600 up-regulated genes and 1016 down-regulated genes, were differently expressed in green in comparison to white curd tissue. All these 1600 up-regulated genes were HY5-targeted genes in the light. CONCLUSIONS: The genome-wide profiling of gene expression by RNA-seq in green curds led to the identification of large numbers of genes associated with chloroplast development, and suggested the role of regulatory genes in the high hierarchy of light signaling pathways in mediating the ectopic chloroplast development in the green curd cauliflower mutant.
| S-EPMC3289093 | biostudies-literature
Project description:Genetic resources are an important source of genetic variation for plant breeding. Genome-wide association studies (GWAS) and genomic prediction greatly facilitate the analysis and utilization of useful genetic diversity for improving complex phenotypic traits in crop plants. We explored the potential of GWAS and genomic prediction for improving curd-related traits in cauliflower (Brassica oleracea var. botrytis) by combining 174 randomly selected cauliflower gene bank accessions from two different gene banks. The collection was genotyped with genotyping-by-sequencing (GBS) and phenotyped for six curd-related traits at two locations and three growing seasons. A GWAS analysis based on 120,693 single-nucleotide polymorphisms identified a total of 24 significant associations for curd-related traits. The potential for genomic prediction was assessed with a genomic best linear unbiased prediction model and BayesB. Prediction abilities ranged from 0.10 to 0.66 for different traits and did not differ between prediction methods. Imputation of missing genotypes only slightly improved prediction ability. Our results demonstrate that GWAS and genomic prediction in combination with GBS and phenotyping of highly heritable traits can be used to identify useful quantitative trait loci and genotypes among genetically diverse gene bank material for subsequent utilization as genetic resources in cauliflower breeding.
| S-EPMC5919744 | biostudies-literature
Project description:To better understand how the expression of a mutant gene that causes ALS can perturb the normal phenotype of astrocytes, and to identify genes that may have a role in their toxic effect on motor neurons, we used oligonucleotide arrays to compare the global gene expression profiles of glia overexpressing the mutant SOD1G93A protein with two different sets of controls: non-transgenic glia and glia overexpressing the wild type form of the human SOD1 protein (P<0.001) .
2008-12-04 | GSE13643 | GEO
Project description:The curd of cauliflower (Brassica oleracea L. var. botrytis) is a modified inflorescence that is consumed as a vegetable. Curd formation is proposed to be due to a mutation in the BobCAULIFLOWER (BobCAL) gene, but the genetic relationship between BobCAL variation and curd morphotypes remains obscure. To address this question, we collected and classified a collection of 78 cauliflower accessions into four subpopulations according to curd surface features: smooth, coarse, granular, and hairy curd morphotypes. Through the cDNA sequencing of BobCAL alleles, we showed that smooth and coarse accessions characterized by inflorescence meristem arrest presented a strong association with the 451T SNP (BobCAL_T), whereas granular and hairy accessions marked with floral organ arrest presented an association with 451G (BobCAL_G). Interestingly, all BobCAL alleles were alternatively spliced, resulting in a total of four alternative splice (AS) variants due to the retention of the fourth and/or seventh introns. Among accessions with BobCAL_G alleles, the total expression of all these AS variants in granular plants was almost equal to that in hairy plants; however, the expression of the individual AS variants encoding intact proteins relative to those encoding truncated proteins differed. Hairy accessions showed relatively high expression of the individual variants encoding intact proteins, whereas granular accessions displayed relatively low expression. In smooth cauliflower, the overexpression of the BobCAL_Ga variant caused an alteration in the curd morphotype from smooth to hairy, concurrent with an increase in the expression levels of downstream floral identity genes. These results reveal that alternative splicing of BobCAL transcripts is involved in the determination of cauliflower curd morphotypes.
| S-EPMC7527968 | biostudies-literature
Project description:To better understand how the expression of a mutant gene that causes ALS can perturb the normal phenotype of astrocytes, and to identify genes that may have a role in their toxic effect on motor neurons, we used oligonucleotide arrays to compare the global gene expression profiles of glia overexpressing the mutant SOD1G93A protein with two different sets of controls: non-transgenic glia and glia overexpressing the wild type form of the human SOD1 protein (P<0.001) . Glia were derived from P1-P3 mouse pups transgenic for SOD1G93A (G93A), SOD1WT (WT) or non-transgenic pups (NT). Once the cells reached confluence, total RNA was isolated using Trizol (Invitrogen) from three different biological replicates for each type of glia. RNA was amplified by one round of T7 transcription using the Illumina TotalPrep RNA Amplification Kit. Illumina Bead Array Reader. Analysis was done using the Illumina Bead Studio Program.
2010-06-24 | E-GEOD-13643 | biostudies-arrayexpress
Project description:Idiopathic pulmonary fibrosis (IPF) is a lethal, agnogenic interstitial lung disease with limited therapeutic options. To investigate vital genes involved in the development of IPF, we integrated and compared four expression profiles (GSE110147, GSE53845, GSE24206, and GSE10667), including 87 IPF samples and 40 normal samples. By reanalyzing these datasets, we managed to identify 62 upregulated genes and 20 downregulated genes in IPF samples compared with normal samples. Differentially expressed genes (DEGs) were analyzed by gene ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis to illustrate relevant pathways of IPF, biological processes, molecular function, and cell components. The DEGs were then subjected to protein-protein interaction (PPI) for network analysis, serving to find 11 key candidate genes (ANXA3, STX11, THBS2, MMP1, MMP9, MMP7, MMP10, SPP1, COL1A1, ITGB8, IGF1). The result of RT-qPCR and immunohistochemical staining verified our finding as well. In summary, we identified 11 key candidate genes related to the process of IPF, which may contribute to novel treatments of IPF.
| S-EPMC7924352 | biostudies-literature
Project description:Purpose:By reanalyzing the gene expression profile GSE76925 in the Gene Expression Omnibus database using bioinformatic methods, we attempted to identify novel candidate genes promoting the development of emphysema in patients with COPD. Patients and methods:According to the Quantitative CT data in GSE76925, patients were divided into mild emphysema group (%LAA-950<20%, n=12) and severe emphysema group (%LAA-950>50%, n=11). Differentially expressed genes (DEGs) were identified using Agilent GeneSpring GX v11.5 (corrected P-value <0.05 and |Fold Change|>1.3). Known driver genes of COPD were acquired by mining literatures and retrieving databases. Direct protein-protein interaction network (PPi) of DEGs and known driver genes was constructed by STRING.org to screen the DEGs directly interacting with driver genes. In addition, we used STRING.org to obtain the first-layer proteins interacting with DEGs' products and constructed the indirect PPi of these interaction proteins. By merging the indirect PPi with driver genes' PPi using Cytoscape v3.6.1, we attempted to discover potential pathways promoting emphysema's development. Results:All the patients had COPD with severe airflow limitation (age=62±8, FEV1%=28±12). A total of 57 DEGs (including 12 pseudogenes) and 135 known driving genes were identified. Direct PPi suggested that GPR65, GNB4, P2RY13, NPSR1, BCR, BAG4, and IMPDH2 were potential pathogenic genes. GPR65 could regulate the response of immune cells to the acidic microenvironment, and NPSR1's expression on eosinophils was associated with asthma's severity and IgE level. Indirect merging PPi demonstrated that the interacting network of TP53, IL8, CCR2, HSPA1A, ELANE, PIK3CA was associated with the development of emphysema. IL8, ELANE, and PIK3CA were molecules involved in the pathological mechanisms of emphysema, which also in return proved the role of TP53 in emphysema. Conclusion:Candidate genes such as GPR65, NPSR1, and TP53 may be involved in the progression of emphysema.
| S-EPMC6241693 | biostudies-literature
Project description:BackgroundThe cuticular wax plays important roles in plant resistance to various biotic and abiotic stresses. Understanding the synthesis and secretion of cuticular waxes is necessary in utilizing cuticular waxes to improve crop productivity and plant ecological adaptation. Due to the lack of genomic resources, little genetic research on cuticular wax deposition has been focused on Poa pratensis, a perennial forage and turf grass species that is widely distributed under various habitats. In this study, we performed de novo transcriptome sequencing to explore differentially expressed genes between the leaf non-elongation zone (NEZm) and the emerged blade zone (EBZ) and to identify genes related to cuticular wax deposition.ResultsA total of 77,707,414 high quality reads were obtained from llumina HiSeq 2500 platform, which were then assembled into 106,766 unigenes. Among them, 6019 unigenes showed significant differences in expression between NEZm and EBZ. In our assembled sequences, 3087 SSRs molecular markers were discovered. All the unigenes were searched against the NR, Swissprot, GO, COG, and KEGG databases using BLAST program for functional annotation. From 3156 unigenes with more expression in NEZm compared to EBZ, a number of unigenes involved in very long chain fatty acids (VLCFAs) and cuticular wax biosynthesis, transportation and regulation were identified. Several unigenes related to defense response and epidermal patterning were also found. Twelve putative genes involved in VLCFAs and cuticular wax biosynthesis were further analyzed for their expressions using qRT-PCR.ConclusionsThe transcriptome of P. pratensis leaf was deep sequenced, de novo assembled and annotated, and the candidate genes potentially involved in VLCFAs and cuticular wax biosynthesis, secretion and regulation in P. pratensis were identified. This provides fundamental genetic resources in improving plant adaptation to abiotic and biotic stresses.
| S-EPMC4850629 | biostudies-literature