scholarly journals Genetic diversity of Jatropha curcas collections from different islands in Indonesia

2018 ◽  
Vol 16 (4) ◽  
pp. 334-342 ◽  
Author(s):  
Tantri Dyah Ayu Anggraeni ◽  
Dani Satyawan ◽  
Yang Jae Kang ◽  
Jungmin Ha ◽  
Moon Young Kim ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Jatropha Curcas ◽  
De Novo ◽  
Genotyping By Sequencing ◽  
The Philippines ◽  
Snp Markers ◽  
Yield Traits ◽  
Sequencing Data ◽  
Illumina Hiseq ◽  
Low Genetic Diversity

AbstractJatropha curcas L. is a potential bioenergy crop but has a lack of improved cultivars with high yields and oil content. Therefore, increasing our understanding of J. curcas germplasm is important for designing breeding strategies. This study was performed to investigate the genetic diversity and population structure of Indonesian J. curcas populations from six different islands. To construct a reference, we de novo assembled the scaffolds (N50 = 355.5 kb) using 182 Gb Illumina HiSeq sequencing data from Thai J. curcas variety Chai Nat. Genetic diversity analysis among 52 Indonesian J. curcas accessions was conducted based on yield traits and single nucleotide polymorphism (SNP) markers detected by mapping genotyping-by-sequencing reads from Indonesian population to Chai Nat scaffolds. Strong variation in yield traits was detected among accessions. Using J. integerrima as an outgroup, 13,916 SNPs were detected. Among J. curcas accessions, including accessions from other countries (Thailand, the Philippines and China), 856 SNPs were detected, but only 297 SNPs were detected among Indonesian J. curcas populations, representing low genetic diversity. Through phylogenetic and structural analysis, the populations were clustered into two major groups. Group one consists of populations from Bangka and Sulawesi in the northern part of Indonesia, which are located at a distance of 1572.59 km. Group two contains populations from islands in the southern part: Java, Lombok-Sumbawa, Flores and Timor. These results indicate that introduction of diverse J. curcas germplasms is necessary for the improvement of the genetic variation in the Indonesian collections.

scholarly journals Parentage Analysis in Giant Grouper (Epinephelus lanceolatus) Using Microsatellite and SNP Markers from Genotyping-by-Sequencing Data

Genes ◽  
2021 ◽  
Vol 12 (7) ◽  
pp. 1042
Author(s):  
Zhuoying Weng ◽  
Yang Yang ◽  
Xi Wang ◽  
Lina Wu ◽  
Sijie Hua ◽  
...  
Keyword(s):  
Fishery Management ◽  
Genotyping By Sequencing ◽  
Parentage Analysis ◽  
Snp Markers ◽  
Individual Identification ◽  
Pedigree Information ◽  
Nucleotide Polymorphisms ◽  
Sequencing Data ◽  
Polymorphic Snps ◽  
Mixed Family

Pedigree information is necessary for the maintenance of diversity for wild and captive populations. Accurate pedigree is determined by molecular marker-based parentage analysis, which may be influenced by the polymorphism and number of markers, integrity of samples, relatedness of parents, or different analysis programs. Here, we described the first development of 208 single nucleotide polymorphisms (SNPs) and 11 microsatellites for giant grouper (Epinephelus lanceolatus) taking advantage of Genotyping-by-sequencing (GBS), and compared the power of SNPs and microsatellites for parentage and relatedness analysis, based on a mixed family composed of 4 candidate females, 4 candidate males and 289 offspring. CERVUS, PAPA and COLONY were used for mutually verification. We found that SNPs had a better potential for relatedness estimation, exclusion of non-parentage and individual identification than microsatellites, and > 98% accuracy of parentage assignment could be achieved by 100 polymorphic SNPs (MAF cut-off < 0.4) or 10 polymorphic microsatellites (mean Ho = 0.821, mean PIC = 0.651). This study provides a reference for the development of molecular markers for parentage analysis taking advantage of next-generation sequencing, and contributes to the molecular breeding, fishery management and population conservation.

scholarly journals De Novo Sequencing and Hybrid Assembly of the Biofuel Crop Jatropha curcas L.: Identification of Quantitative Trait Loci for Geminivirus Resistance

Genes ◽  
2019 ◽  
Vol 10 (1) ◽  
pp. 69 ◽  
Author(s):  
Nagesh Kancharla ◽  
Saakshi Jalali ◽  
J. Narasimham ◽  
Vinod Nair ◽  
Vijay Yepuri ◽  
...  
Keyword(s):  
Ssr Markers ◽  
Genome Assembly ◽  
Jatropha Curcas ◽  
Quantitative Trait ◽  
De Novo ◽  
Mapping Population ◽  
Single Copy ◽  
Sequencing Data ◽  
De Novo Genome Assembly ◽  
Sequencing Technologies

Jatropha curcas is an important perennial, drought tolerant plant that has been identified as a potential biodiesel crop. We report here the hybrid de novo genome assembly of J. curcas generated using Illumina and PacBio sequencing technologies, and identification of quantitative loci for Jatropha Mosaic Virus (JMV) resistance. In this study, we generated scaffolds of 265.7 Mbp in length, which correspond to 84.8% of the gene space, using Benchmarking Universal Single-Copy Orthologs (BUSCO) analysis. Additionally, 96.4% of predicted protein-coding genes were captured in RNA sequencing data, which reconfirms the accuracy of the assembled genome. The genome was utilized to identify 12,103 dinucleotide simple sequence repeat (SSR) markers, which were exploited in genetic diversity analysis to identify genetically distinct lines. A total of 207 polymorphic SSR markers were employed to construct a genetic linkage map for JMV resistance, using an interspecific F2 mapping population involving susceptible J. curcas and resistant Jatropha integerrima as parents. Quantitative trait locus (QTL) analysis led to the identification of three minor QTLs for JMV resistance, and the same has been validated in an alternate F2 mapping population. These validated QTLs were utilized in marker-assisted breeding for JMV resistance. Comparative genomics of oil-producing genes across selected oil producing species revealed 27 conserved genes and 2986 orthologous protein clusters in Jatropha. This reference genome assembly gives an insight into the understanding of the complex genetic structure of Jatropha, and serves as source for the development of agronomically improved virus-resistant and oil-producing lines.

scholarly journals De Novo Transcriptomic Resources in the Brain of Vespa velutina for Invasion Control

Insects ◽  
2020 ◽  
Vol 11 (2) ◽  
pp. 101
Author(s):  
Miao Wang ◽  
Hanyu Li ◽  
Huoqing Zheng ◽  
Liuwei Zhao ◽  
Xiaofeng Xue ◽  
...  
Keyword(s):  
Large Scale ◽  
Target Genes ◽  
De Novo ◽  
Transcriptome Profiling ◽  
Molecular Study ◽  
Snp Markers ◽  
Nucleotide Polymorphisms ◽  
Illumina Hiseq ◽  
Vespa Velutina ◽  
Genes Encoding

The invasion of Vespa velutina presents a great threat to the agriculture economy, the ecological environment, and human health. An effective strategy for this hornet control is urgently required, but the limited genome information of Vespa velutina restricts the application of molecular-genomic tools for targeted hornet management. Therefore, we conducted large-scale transcriptome profiling of the hornet brain to obtain functional target genes and molecular markers. Using an Illumina HiSeq platform, more than 41 million clean reads were obtained and de novo assembled into 182,087 meaningful unigenes. A total of 56,400 unigenes were annotated against publicly available protein sequence databases and a set of reliable Simple Sequence Repeats (SSRs) and Single Nucleotide Polymorphisms (SNP) markers were developed. The homologous genes encoding crucial behavior regulation factors, odorant binding proteins (OBPs), and vitellogenin, were also identified from highly expressed transcripts. This study provides abundant molecular targets and markers for invasive hornet control and further promotes the genetic and molecular study of Vespa velutina.

scholarly journals Characterization of the transcriptome and EST-SSR development in Boea clarkeana, a desiccation-tolerant plant endemic to China

2016 ◽  
Author(s):  
Ying Wang ◽  
Kun Liu ◽  
De Bi ◽  
Biao Shou Zhou ◽  
Wen Jian Shao
Keyword(s):  
De Novo ◽  
Gene Annotation ◽  
Sequence Similarity ◽  
Molecular Study ◽  
Sequence Information ◽  
Sequencing Data ◽  
Protein Database ◽  
Illumina Hiseq ◽  
Significant Similarity ◽  
Assembly Technology

Background. Resurrection plants constitute a unique cadre within angiosperms. Boea clarkeana Hemsl. (Boea, Gesneriaceae) is a desiccation-tolerant dicotyledonous herb that is endemic to China. Although research on angiosperms with DT could be instructive for crops, genomic resources for B. clarkeana remain scarce. In addition, transcriptome sequencing could be an effective way to study desiccation-tolerant plants. Methods. In the present study, we used the platform Illumina HiSeqTM 2000 and de novo assembly technology to obtain leaf transcriptomes of B. clarkeana and conducted a BLASTX alignment of the sequencing data and protein databases for sequence classification and annotation. Then, based on the sequence information obtained, we developed EST-SSR markers by means of EST-SSR mining, primer design and polymorphism identification. Results. A total of 91,449 unigenes were generated from the leaf cDNA library of B. clarkeana in this study. Based on a sequence similarity search with a known protein database, 72,087 unigenes were annotated. Among the annotated unigenes, a total of 71,170 unigenes showed significant similarity to known proteins of 463 popular model species in the Nr database, and 59,962 unigenes and 32,336 unigenes were assigned to GO classifications and COG, respectively. In addition, 44,924 unigenes were mapped in 128 KEGG pathways. Furthermore, a total of 7,610 unigenes with 8,563 microsatellites were found. Seventy-four primer pairs were selected from 436 primer pairs designed for polymorphism validation. SSRs with higher polymorphism rates were concentrated on dinucleotides, pentanucleotides and hexanucleotides. Finally, 17 pairs with highly polymorphic and stable loci were selected for polymorphism screening. There were a total of 65 alleles, with 2–6 alleles at each locus. Mainly due to the unique biological characteristics of plants, the HE, HO and PIC per locus were very low, ranging from 0 to 0.196, 0.082 to 0.14 and 0 to 0.155, respectively. Discussion. A substantial fraction transcriptome sequences of B. clarkeana were generated in this study, which is the first molecular-level analysis of this plant. These sequences are valuable resources for gene annotation and discovery and molecular marker development. These sequences could also provide a valuable basis for the future molecular study of B. clarkeana.

scholarly journals Multi-tissue transcriptome analysis using hybrid-seq revealed potential genes and biological pathways associated with azadirachtin A biosynthesis in neem (Azadirachtin indica)

2020 ◽  
Author(s):  
Huiyan Wang ◽  
Ning Wang ◽  
Yixin Huo
Keyword(s):  
Real Time ◽  
Single Molecule ◽  
Biosynthetic Pathway ◽  
De Novo ◽  
Analysis Data ◽  
Sequencing Data ◽  
Neem Tree ◽  
Illumina Hiseq ◽  
Oxidosqualene Cyclase ◽  
Azadirachtin A

Abstract Background: Azadirachtin A is a triterpenoid from neem tree exhibiting excellent activities against over 600 insect species in agriculture. The manufacture of azadirachtin A depends on extraction from neem tissues, which is not ecofriendly and sustainable. The low yield and discontinuous supply impeded the further application. The biosynthetic pathway of azadirachtin A is still well-known.Results: We attempted to explore azadirachtin A biosynthetic pathway and identified key involved genes by analyzing transcriptome data of five neem tissues through hybrid-seq (Illumina HiSeq and Pacific Biosciences Single Molecule Real Time (PacBio SMRT)) technology. A total 219 and 397 up-regulated differentially expressed genes (DEGs) in leaf and fruit tissues than other tissues (root, stem and flower) were isolated. After phylogenetic analysis and domain prediction, 22 candidates encoding 2,3-oxidosqualene cyclase (OSC), alcohol dehydrogenase (ADH), cytochrome P450 (CYP450), acyltransferase (ACT) and esterase (EST) proposed to be involved in azadirachtin A biosynthesis were finally selected. De novo assembled sequences were verified by Quantitative Real-Time PCR (qRT-PCR) analysis.Conclusions: By integrating and analysis data from Illumina HiSeq and PacBio SMRT platform, 22 DEGs were finally selected as candidates involved in azadirachtin A biosynthesis. The obtained reliable and accurate sequencing data provided important novel information for understanding neem genome. Our data shed new light on the understanding of other triterpenoids biosynthesis in neem trees and provide reference for exploring other valuable natural product biosynthesis in plants.

scholarly journals Agro-morphological, yield, and genotyping-by-sequencing data of selected wheat germplasm

2020 ◽  
Author(s):  
Madiha Islam ◽  
Abdullah ◽  
Bibi Zubaida ◽  
Nosheen Shafqat ◽  
Rabia Masood ◽  
...  
Keyword(s):  
Triticum Aestivum ◽  
Sequence Data ◽  
Genotyping By Sequencing ◽  
Wheat Breeding ◽  
Sequencing Data ◽  
Illumina Hiseq ◽  
Yield Data ◽  
Single Nucleotide ◽  
Breeding Programs ◽  
Short Reads

AbstractWheat (Triticum aestivum) is the most important staple food in Pakistan. Knowledge of its genetic diversity is critical for designing effective crop breeding programs. Here we report agro-morphological and yield data for 112 genotypes (including 7 duplicates) of wheat (Triticum aestivum) cultivars, advance lines, landraces and wild relatives, collected from several research institutes and breeders across Pakistan. We also report genotyping-by-sequencing (GBS) data for a selected sub-set of 52 genotypes. Sequencing was performed using Illumina HiSeq 2500 platform using the PE150 run. Data generated per sample ranged from 1.01 to 2.5 Gb; 90% of the short reads exhibited quality scores above 99.9%. TGACv1 wheat genome was used as a reference to map short reads from individual genotypes and to filter single nucleotide polymorphic loci (SNPs). On average, 364,074±54479 SNPs per genotype were recorded. The sequencing data has been submitted to the SRA database of NCBI (accession number SRP179096). The agro-morphological and yield data, along with the sequence data and SNPs will be invaluable resources for wheat breeding programs in future.

scholarly journals Populations of Phytophthora rubi Show Little Differentiation and High Rates of Migration Among States in the Western United States

2018 ◽  
Vol 31 (6) ◽  
pp. 614-622 ◽  
Author(s):  
Javier F. Tabima ◽  
Michael D. Coffey ◽  
Inga A. Zazada ◽  
Niklaus J. Grünwald
Keyword(s):  
United States ◽  
Genetic Diversity ◽  
Root Rot ◽  
Genotyping By Sequencing ◽  
The United States ◽  
Western United States ◽  
Lineage Sorting ◽  
Phytophthora Root Rot ◽  
Agricultural Ecosystems ◽  
Low Genetic Diversity

Population genetics is a powerful tool to understand patterns and evolutionary processes that are involved in plant-pathogen emergence and adaptation to agricultural ecosystems. We are interested in studying the population dynamics of Phytophthora rubi, the causal agent of Phytophthora root rot in raspberry. P. rubi is found in the western United States, where most of the fresh and processed raspberries are produced. We used genotyping-by-sequencing to characterize genetic diversity in populations of P. rubi sampled in the United States and other countries. Our results confirm that P. rubi is a monophyletic species with complete lineage sorting from its sister taxon P. fragariae. Overall, populations of P. rubi show low genetic diversity across the western United States. Demographic analyses suggest that populations of P. rubi from the western United States are the source of pathogen migration to Europe. We found no evidence for population differentiation at a global or regional (western United States) level. Finally, our results provide evidence of migration from California and Oregon into Washington. This report provides new insights into the evolution and structure of global and western United States populations of the raspberry pathogen P. rubi, indicating that human activity might be involved in moving the pathogen among regions and fields.

scholarly journals De novo assembly and transcriptome characterization of an endemic species of Vietnam, Panax vietnamensis Ha et Grushv., including the development of EST-SSR markers for population genetics

2020 ◽  
Author(s):  
Duy Dinh Vu ◽  
Syed Noor Muhammad Shah ◽  
Mai Phuong Pham ◽  
Van Thang Bui ◽  
Minh Tam Nguyen ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Endangered Species ◽  
De Novo ◽  
Average Length ◽  
Species Conservation ◽  
Illumina Hiseq ◽  
Bottleneck Analysis ◽  
Genetic Diversity And Structure ◽  
Geographical Distances ◽  
High Level

Abstract Background: Understanding the genetic diversity in endangered species that occur in forest remnants is necessary to establish efficient strategies for the species conservation, restoration and management. Panax vietnamensis Ha et Grushv. is medicinally important, endemic and endangered species of Vietnam. However, genetic diversity and structure of population are unknown due to lack of efficient molecular markers. Results: In this study, we employed Illumina HiSeqTM 4000 sequencing to analyze the transcriptomes of P. vietnamensis (roots, leaves and stems). Raw reads total of 23,741,783 was obtained and then assembled, from which the generated unigenes were 89,271 (average length = 598.3191 nt). The 31,686 unigenes were annotated in different databases i.e. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, Nucleotide Collection (NR/NT) and Swiss-Prot for functional annotation. Further, 11,343 EST-SSRs were detected. From 7,774 primer pairs, 101 were selected for polymorphism validation, in which; 20 primer pairs were successfully amplified to DNA fragments and significant amounts of polymorphism was observed within population. The nine polymorphic microsatellite loci were used for population structure and diversity analyses. The obtained results revealed high levels of genetic diversity in populations, the average observed and expected heterozygosity were HO = 0.422 and HE = 0.479, respectively. During the Bottleneck analysis using TPM and SMM models (p < 0.01) shows that targeted population is significantly heterozygote deficient. This suggests sign of the bottleneck in all populations. Genetic differentiation between populations was moderate (FST = 0.133) and indicating slightly high level of gene flow (Nm = 1.63). Analysis of molecular variance (AMOVA) showed 63.17% of variation within individuals and 12.45% among populations. Our results shows two genetic clusters related to geographical distances. Conclusion: Our study will assist conservators in future conservation management, breeding, production and habitats restoration of the species.

scholarly journals European Vintage tomatoes galore: a result of farmers combinatorial assorting/swapping of a few diversity rich loci

2021 ◽  
Author(s):  
Jose Blanca ◽  
Clara Pons ◽  
Javier Montero-Pau ◽  
David Sanchez-Matarredona ◽  
Peio Ziarsolo ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Morphological Traits ◽  
Balancing Selection ◽  
Genotyping By Sequencing ◽  
Polymorphic Loci ◽  
Comprehensive Collection ◽  
Low Genetic Diversity ◽  
Genetic Groups ◽  
History Of ◽  
Modern Varieties

A comprehensive collection of 1,254 tomato accessions corresponding to European heirlooms and landraces, together with modern varieties, early domesticates and wild relatives, were analyzed by genotyping by sequencing. A continuous genetic gradient between the vintage and modern varieties was observed. European vintage tomatoes displayed very low genetic diversity, with only 298 loci out of 64,943 variants being polymorphic at the 95% threshold. European vintage tomatoes could be classified in several genetic groups. Two main clusters consisting of Spanish and Italian accessions showed a higher genetic diversity than the rest varieties, suggesting that these regions might be independent secondary centers of diversity and with a different history. Other varieties seem to be the result of a more recent complex pattern of migrations and hybridizations among the European regions. Several polymorphic loci were associated in a GWAS with fruit morphological traits in the European vintage collection, and the corresponding alleles were found to contribute to the distinctive phenotypic characteristic of the genetic varietal groups. The few highly polymorphic loci associated with morphological traits in an otherwise diversity-poor genome suggests a history of balancing selection, in which tomato farmers maintained the morphological variation by applying a high selective pressure within different varietal types.

scholarly journals De novo assembly and transcriptome characterization of an endemic species of Vietnam, Panax vietnamensis Ha et Grushv., including the development of EST-SSR markers for population genetics

2020 ◽  
Author(s):  
Duy Dinh Vu ◽  
Syed Noor Muhammad Shah ◽  
Mai Phuong Pham ◽  
Van Thang Bui ◽  
Minh Tam Nguyen ◽  
...  
Keyword(s):  
Genetic Diversity ◽  
Genetic Structure ◽  
Expressed Sequence Tag ◽  
De Novo ◽  
Average Length ◽  
Species Conservation ◽  
Group Method ◽  
Arithmetic Means ◽  
Illumina Hiseq ◽  
Genetic Diversity And Structure

Abstract Background: Understanding the genetic diversity in threatened species that occur in forest remnants is necessary to establish efficient strategies for the species conservation, restoration and management. Panax vietnamensis Ha et Grushv. is medicinally important, endemic and endangered species of Vietnam. However, genetic diversity and structure of population is unknown due to lack of efficient molecular markers.Results: In this study, we employed Illumina HiSeq TM 4000 sequencing to analyze the transcriptomes of P. vietnamensis (roots, leaves and stems). A total of 23,741,783 raw reads were obtained and assembled, from which, 89,271 unigenes with an average length of 598.3191 nt were generated. During functional annotation, 31,686 unigenes were annotated in Gene Ontology categories, Kyoto Encyclopedia of Genes and Genomes pathways, Swiss-Prot database, and Nucleotide Collection (NR/NT) database. In addition, 11,343 expressed sequence tag-simple sequence repeat (EST-SSRs) were detected. From 7,774 primer pairs, 101 were selected for polymorphism validation, in which, 20 primer pairs were successfully amplified to DNA fragments and significant amounts of polymorphism was observed within population. The nine polymorphic microsatellite loci were used to analyze genetic diversity and structure of the natural populations. The obtained results revealed that the shows high levels of genetic diversity in populations, the average observed and expected heterozygosity were H O = 0.422 and H E = 0.479. During the Bottleneck analysis using TPM and SMM models (p < 0.01) shows that targeted population is significantly heterozygote deficient. This suggests sign of bottleneck in all populations. Genetic differentiation among populations was moderate (F ST = 0.133) and indicating limited gene flow (Nm = 1.63). Analysis of molecular variance (AMOVA) showed 63.17% of variation within individuals and 12.45% among populations. These results showed a moderate genetic structure of P. vietnamensis. STRUCTURE analysis and the unweighted pair-group method with arithmetic means (UPGMA) tree revealed strong genetic structure and two genetic clusters related to geographical distances, as well. Conclusion: Our study will assist conservators in future conservation management, breeding, production and habitats restoration of the species.

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