Meta-analysis of seed weight QTLome using a consensus and highly dense genetic map in Brassica napus L.

KEY MESSAGE: We report here the discovery of high-confidence MQTL regions and of putative candidate genes associated with seed weight in B. napus using a highly dense consensus genetic map and by comparing various large-scale multiomics datasets. Seed weight (SW) is a direct determinant of seed yield in Brassica napus and is controlled by many loci. To unravel the main genomic regions associated with this complex trait, we used 13 available genetic maps to construct a consensus and highly dense map, comprising 40,401 polymorphic markers and 9191 genetic bins, harboring a cumulative length of 3047.8 cM. Then, we performed a meta-analysis using 639 projected SW quantitative trait loci (QTLs) obtained from studies conducted since 1999, enabling the identification of 57 meta-QTLS (MQTLs). The confidence intervals of our MQTLs were 9.8 and 4.3 times lower than the average CIs of the original QTLs for the A and C subgenomes, respectively, resulting in the detection of some key genes and several putative novel candidate genes associated with SW. By comparing the genes identified in MQTL intervals with multiomics datasets and coexpression analyses of common genes, we defined a more reliable and shorter list of putative candidate genes potentially involved in the regulation of seed maturation and SW. As an example, we provide a list of promising genes with high expression levels in seeds and embryos (e.g., BnaA03g04230D, BnaC03g08840D, BnaA10g29580D and BnaA03g27410D) that can be more finely studied through functional genetics experiments or that may be useful for MQTL-assisted breeding for SW. The high-density genetic consensus map and the single nucleotide polymorphism (SNP) physical map generated from the latest B. napus cv. Darmor-bzh v10 assembly will be a valuable resource for further mapping and map-based cloning of other important traits.

Transcriptome and metabolome analysis of Ferula gummosa Boiss. to reveal major biosynthetic pathways of galbanum compounds.

Ferula gummosa Boiss. is an industrial and pharmaceutical plant that has been highly recognized for its valuable oleo-gum-resin, namely galbanum. Despite the fabulous value of galbanum, very little information on the genetic and biochemical mechanisms of its production existed. In the present study, the oleo-gum-resin and four organs (root, flower, stem, and leaf) of F. gummosa were assessed in terms of metabolic compositions and the expression of genes involved in their biosynthetic pathways. Results showed that the most accumulation of resin and essential oils were occurred in the roots (13.99 mg/g) and flowers (6.01 mg/g), respectively. While the most dominant compound of the resin was ß-amyrin from triterpenes, the most abundant compounds of the essential oils were α-pinene and ß-pinene from monoterpenes and α-eudesmol and germacrene-D from sesquiterpenes. Transcriptome analysis was performed by RNA sequencing (RNA-seq) for the plant roots and flowers. Differential gene expression analysis showed that 1172 unigenes were differential between two organs that 934 (79.6%) of them were up-regulated in the flowers and 238 (20.4%) unigenes were up-regulated in the roots (FDR ≤0.001). The most important up-regulated unigenes in the roots were involved in the biosynthesis of the major components of galbanum, including myrcene, germacrene-D, α-terpineol, and ß-amyrin. The results obtained by RNA-Seq were confirmed by qPCR. These analyses showed that different organs of F. gummosa are involved in the production of oleo-gum-resin, but the roots are more active than other organs in terms of the biosynthesis of triterpenes and some mono- and sesquiterpenes. This study provides rich molecular and biochemical resources for further studies on molecular genetics and functional genomics of oleo-gum-resin production in F. gummosa.

Effect of cold stress on polyamine metabolism and antioxidant responses in chickpea.

Metabolic and genomic characteristics of polyamines (PAs) may be associated with the induction of cold tolerance (CT) responses in plants. Characteristics of PAs encoding genes in chickpea (Cicer arietinum L.) and their function under cold stress (CS) are currently unknown. In this study, the potential role of PAs along with the antioxidative defense systems were assessed in two chickpea genotypes (Sel96th11439, cold-tolerant and ILC533, cold-sensitive) under CS conditions. Six days after exposure to CS, the leaf H2O2 content and electrolyte leakage index increased in the sensitive genotype by 47.7 and 59 %, respectively, while these values decreased or remained unchanged, respectively, in the tolerant genotype. In tolerant genotype, the enhanced activity of superoxide dismutase (SOD) (by 50 %) was accompanied by unchanged activities of ascorbate peroxidase (APX), guaiacol peroxidase (GPX) and catalase (CAT) as well as the accumulation of glutathione (GSH) (by 43 %) on the sixth day of CS. Higher levels of putrescine (Put) (322 %), spermidine (Spd) (45 %), spermine (Spm) (69 %) and the highest ratio of Put/(Spd + Spm) were observed in tolerant genotype compared to the sensitive one on the sixth day of CS. Gamma-aminobutyric acid (GABA) accumulation was 74 % higher in tolerant genotype compared to the sensitive one on the sixth day of CS. During CS, the activity of diamine oxidase (DAO) and polyamine oxidase (PAO) increased in tolerant (by 3.02- and 2.46-fold) and sensitive (by 2.51- and 2.8-fold) genotypes, respectively, in comparison with the respective non-stressed plants (normal conditions). The highest activity of DAO and PAO in the tolerant genotype was accompanied by PAs decomposition and a peak in GABA content on the sixth day of CS. The analysis of chickpea genome revealed the presence of five PAs biosynthetic genes, their chromosomal locations, and cis-regulatory elements. A significant increase in transcript levels of arginine decarboxylase (ADC) (24.26- and 7.96-fold), spermidine synthase 1 (SPDS1) (3.03- and 1.53-fold), SPDS2 (5.5- and 1.62-fold) and spermine synthase (SPMS) (3.92- and 1.65-fold) genes was detected in tolerant and sensitive genotypes, respectively, whereas the expression of ornithine decarboxylase (ODC) genes decreased significantly under CS conditions in both genotypes. Leaf chlorophyll and carotenoid contents exhibited declining trends in the sensitive genotype, while these photosynthetic pigments were stable in the tolerant genotype due to the superior performance of defensive processes under CS conditions. Overall, these results suggested the specific roles of putative PAs genes and PAs metabolism in development of effective CT responses in chickpea.

Effect of different quality of light on growth and production of secondary metabolites in adventitious root cultivation of Hypericum perforatum.

Naphthodianthrone derivatives that produced in Hypericum perforatum (St. John's Wort) are valuable secondary metabolites for depression treatment and photodynamic therapy. However, the traditional cultivation of this plant does not meet both quantitatively and qualitatively the high demand of the pharmaceutical industry. So, the adventitious root culture along with elicitation has been introduced as an alternative for production of such valuable bioactive compounds. The aim of this study was to evaluate the effect of darkness and red, blue and fluorescent light on growth and production of secondary metabolites in the adventitious root cultivation of H. perforatum. Our results showed that biomass production was significantly higher in the cultures grown under dark and red light, but in terms of hypericins production, red light was the best. Despite the inhibitory effect of five weeks blue light treatment on both biomass and secondary metabolite production of adventitious roots, one-week blue light treatment of four-weeks grown roots is an effective stimulator for increasing total phenolic compounds and hypericins. Interestingly, the roots were regenerated under red light and stems and leaves were formed.

Mining Ferula gummosa transcriptome to identify miRNAs involved in the regulation and biosynthesis of terpenes.

Ferula gummosa is a well-known medicinal and industrial plant for its oleo-gum-resin named galbanum. So far, there is no information about the role of miRNAs on the production of terpenes as the major secondary metabolite of galbanum. In the present study, RNA-seq data on the root and flower of the plant were used to predict miRNAs and their targets using computational approaches. Additionally, biological network analyses were used to unravel the direct or indirect regulatory effects of miRNAs on the targets involved in terpene biosynthesis. For the first time, 220 miRNAs from 94 families have been reported in F. gummosa. miR5658, miR1533, miR5021, miR414, and miR1436 are the top five miRNAs with high abundance. Gene ontology (GO) analysis of the identified targets showed that in the biological process category, the miRNA-regulated genes were highly involved in transcription. According to the KEGG and PlantCyc results, six miRNAs from five miRNA families including miR2919, miR5251, miR838, miR5021, and miR5658 were found to be related to the pathway of terpene biosynthesis. Moreover, network analysis showed that three terpene-regulating TFs namely SPL7, SPL11, and ATHB13 are putatively regulated by three miRNAs including miR1533, miR5021, and miR5658 respectively. Differential gene expression results showed that the expression levels of these miRNAs are negatively correlated to the expression levels of both TFs and their co-expressed terpene biosynthesis genes.