Black pepper is one of the most valued and widely used spices in the world and dominates multi-billion dollar global spices trade. India is amongst the major producers, consumers and exporters of ...black pepper. In spite of its commercial and cultural importance, black pepper has received meagre attention in terms of generation of genomic resources. Availability of markers distributed throughout the genome would facilitate and accelerate genetic studies, QTL identification, genetic enhancement and crop improvement in black pepper. In this perspective, the sequence information from the recently sequenced black pepper (Piper nigrum) genome has been used for identification and characterisation of Simple Sequence Repeats (SSRs). Total 69,126 SSRs were identified from assembled genomic sequence of P. nigrum. The SSR frequency was 158 per MB making it, one SSR for every 6.3 kb in the assembled genome. Among the different types of microsatellite repeat motifs, dinucleotides were the most abundant (48.6%), followed by trinucleotide (23.7%) and compound repeats (20.62%). A set of 85 SSRs were used for validation, of which 74 produced amplification products of expected size. Genetic diversity of 30 black pepper accessions using 50 SSRs revealed four distinct clusters. Further, the cross species transferability of the SSRs was checked in nine other Piper species. Out of 50 SSRs used, 19 and 31 SSRs were amplified in nine and seven species, respectively. Thus the identified SSRs may have application in other species of the genus Piper where genome sequence is not available yet. Present study reports the first NGS based genomic SSRs in black pepper and thus constitute a valuable resource for a whole fleet of applications in genetics and plant breeding studies such as genetic map construction, QTL identification, map-based gene cloning, marker-assisted selection and evolutionary studies in Piper nigrum and related species.
Celotno besedilo
Dostopno za:
DOBA, IZUM, KILJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
•Black pepper is rich in potent antioxidant compound “piperine”.•Concentration of piperine across the various fruit developmental stages was measured in two different indigenous landraces of black ...pepper.•The landrace thottumuriyan possessed higher piperine content and was selected for RNA-seq profiling.•Twenty transcripts putatively involved in piperine biosynthesis and other related pathways were validated using qRT-PCR across eight different berry developmental stages.•The genes identified could be used in breeding pepper cultivars with enhanced piperine content.
Black pepper (Piper nigrum L.) is a storehouse of numerous bioactive compounds, most important being the alkaloid piperine. This metabolite has immense applications in both food and pharmaceutical industries. Therefore, studying the pathways involved in piperine biosynthesis is of paramount importance for improving the piperine content in black pepper. In the present study, we have estimated the piperine content across different fruit/berry developmental stages (DS1 to DS8) and leaf tissue of two different traditional landraces of black pepper, using the high-performance liquid chromatography (HPLC) method. Based on the results obtained, the landrace Thottumuriyan was identified to possess higher piperine content amongst the two landraces with high piperine content detected at the mid-developmental stages. The fruit tissues spanning the different developmental stages (DS2, DS4, DS6 and DS8) were selected for comparative transcriptome profiling. An average of 150 million read pairs were generated for the five different samples (4 berry development stages and the leaf tissue). These were mapped against the black pepper reference genome and differentially expressed genes (DEGs) were identified for the four different combinations. Further transcript profiling of twenty candidate genes potentially involved in secondary metabolite biosynthesis pathways, including piperine synthesis, was performed using Real time PCR in the eight different berry developmental stages. Highest expression for the genes associated with piperine biosynthesis was observed at mid-developmental stages. This included the genes coding for piperine synthase and piperic acid-CoA ligase. Our data provides critical information to understand the molecular mechanisms underlying piperine biosynthesis and other pathways in black pepper.
Bitter gourd (Momordica charantia L.) is an economically important vegetable crop grown in tropical parts of the world. In this study, a high-density linkage map of M. charantia was constructed ...through genotyping-by-sequencing (GBS) technology using F
mapping population generated from the cross DBGy-201 × Pusa Do Mausami. About 2013 high-quality SNPs were assigned on a total of 20 linkage groups (LGs) spanning over 2329.2 CM with an average genetic distance of 1.16 CM. QTL analysis was performed for six major yield-contributing traits such as fruit length, fruit diameter, fruit weight, fruit flesh thickness, number of fruits per plant and yield per plant. These six quantitative traits were mapped with 19 QTLs (9 QTLs with LOD > 3) using composite interval mapping (CIM). Among 19 QTLs, 12 QTLs derived from 'Pusa Do Mausami' revealed a negative additive effect when its allele increased trait score whereas 7 QTLs derived from 'DBGy-201' revealed a positive additive effect when its allele trait score increased. The phenotypic variation (R
%) elucidated by these QTLs ranged from 0.09% (fruit flesh thickness) on LG 14 to 32.65% (fruit diameter) on LG 16 and a total of six major QTLs detected. Most QTLs detected in the present study were located relatively very close, maybe due to the high correlation among the traits. This information will serve as a significant basis for marker-assisted selection and molecular breeding in bitter gourd crop improvement.
A high-density, high-resolution genetic map was constructed for bitter gourd (
L.). A total of 2013 high quality SNP markers binned to 20 linkage groups (LG) spanning a cumulative distance of 2329.2 ...cM were developed. Each LG ranging from 185.2 cM (LG-12) to 46.2 cM (LG-17) and average LG span of 116.46 cM. The number of SNP markers mapped in each LG varied from 23 markers in LG-20 to 146 markers in LG-1 with an average of 100.65 SNPs per LG. The average distance between markers was 1.16 cM across 20 LGs and average distance between the markers ranged from 0.70 (LG-4) to 2.92 (LG-20). A total of 22 QTLs for four traits (gynoecy, sex ratio, node and days at first female flower appearance) were identified and mapped on 20 LGs. The gynoecious (
) locus is flanked by markers TP_54865 and TP_54890 on LG 12 at a distance of 3.04 cM to TP_54890 and the major QTLs identified for the earliness traits will be extremely useful in marker development and MAS for rapid development of various gynoecious lines with different genetic background of best combiner for development of early and high yielding hybrids in bitter gourd.
Genetic interaction and inheritance study in bitter gourd was carried out using six-generation mean analysis to determinate the types and magnitude of gene effects for yield and its attributes. The ...knowledge portioning to gene action and interaction, is tool for designing appropriate breeding strategy for developing varieties in bitter gourd. Four crosses, viz. DBGS-54 × DBGS-34, DBGS-2 × DBGS-34, PVGy-201 × Pusa Do Mousami and DBGS-2 × DBGS-3 were used for studying six generation (P1, P2, F1, F2, B1 and B2) model. The presence of non-allelic interaction were detected by both scaling test and joint scaling test and observed inadequacy of the additive-dominance model for all traits except vine length in cross PVGy-201 × Pusa Do Mousami.The results revealed the contribution of additive (d), dominance (h) and epistasis interaction (i, j, l) towards expression of all traits studied. In most of the characters magnitude of dominance gene effect was greater than additive gene effect suggested that recurrent selection or heterosis breeding would prove useful. Duplicate epistasis was prevalent in most of the traits like vine length, days to first female flower and fruit weight. Fruit epicarp colour and seed coat colour inheritance suggested these traits were controlled by monogenic.
Bulb onion is cultivated throughout the world for consumption as vegetable and processed products. Although having high global demand and economic significance, information about genetic diversity ...and genomic resources is limited. This study investigated the variability of 96 accessions representing seventeen countries. Out of 145 SSR markers, 62 SSRs amplified and 15 SSRs gave consistent polymorphic bands. Fifty three alleles were detected with an average of 3.533 alleles per locus. PIC value ranged from 0.219 (ACM463) to 0.715 (ACM091). Structure and cluster analysis grouped the onion accessions into two clusters. Discriminant analysis of principal components, a tool that maximizes variation between groups while minimizing that within groups, assorted accessions into five clusters. Analysis of molecular variance revealed maximum variation within the populations than among the populations. Highest genetic differentiation (F
ST
= 0.11045;
p
< 0.001) was observed between Europe and Japan populations whereas the lowest genetic differentiation (F
ST
= 0.05714;
p
< 0.001) was recorded between India and Japan. Principal component analysis of morphological traits suggested two principal components cumulatively accounting for 74.4% of the total variance. First component (PC1) was positively and strongly correlated with bulbing whereas second component (PC2) had leaf colour with the highest coefficient. Clustering was not on the basis of bulb colour, bulb formation, or flowering but on the basis of geographical origin. Based on clustering, crossing of distantly related accessions can provide an insight about the hybrid vigour of these diverse accessions.
Microsatellite or simple sequence repeat (SSR) markers are the preferred markers for genetic analyses of crop plants. The availability of a limited number of such markers in bitter gourd (Momordica ...charantia L.) necessitates the development and characterization of more SSR markers. These were developed from genomic libraries enriched for three dinucleotide, five trinucleotide, and two tetranucleotide core repeat motifs. Employing the strategy of polymerase chain reaction-based screening, the number of clones to be sequenced was reduced by 81 % and 93.7 % of the sequenced clones contained in microsatellite repeats. Unique primer-pairs were designed for 160 microsatellite loci, and amplicons of expected length were obtained for 151 loci (94.4 %). Evaluation of diversity in 54 bitter gourd accessions at 51 loci indicated that 20 % of the loci were polymorphic with the polymorphic information content values ranging from 0.13 to 0.77. Fifteen Indian varieties were clearly distinguished indicative of the usefulness of the developed markers. Markers at 40 loci (78.4 %) were transferable to six species, viz. Momordica cymbalaria, Momordica subangulata subsp. renigera, Momordica balsamina, Momordica dioca, Momordica cochinchinesis, and Momordica sahyadrica. The microsatellite markers reported will be useful in various genetic and molecular genetic studies in bitter gourd, a cucurbit of immense nutritive, medicinal, and economic importance.
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