The underlying mechanism of sex differentiation and development remains mysterious concerning the economic crustaceans, hindering the development of mono-sex breeding technology of those species. ...Gene discovery by next generation sequencing (NGS) has been widely applied in those species without reference genome. Nevertheless, the pivotal molecular differences driving sex dimorphisms before gonad differentiation are largely unknown. Besides, accurate assembly and downstream analysis remain a challenge due to the short-read nature of NGS. Here, we reported a comprehensive long read transcriptome by single-molecule real-time (SMRT) sequencing in an economic crustacean species, mud crab (Scylla paramamosain). Combined with NGS, differentially expressed genes (DEGs) were further analyzed and validated between sexes with different gonadal differentiation status. It was demonstrated that the quality of the long-read transcriptome (N50 of unigenes, annotation rate, species-hit accuracy, etc.) was significantly higher than previously assembled transcriptomes. Furthermore, it was founded that narrow transcriptomic differences existed between sexes before gonad differentiation in the mud crab. Estradiol 17-beta-dehydrogenase 8 (17β-HSD8) gene involved in steroid biosynthesis was significantly up-regulated in genetic male juvenile crab, suggesting estradiol-17β (E2) may promote female differentiation in the mud crab. Moreover, novel enriched pathways including Hippo signaling pathway were firstly identified to be involved in gonadal development in crustaceans. Our data will not only provide valuable genetic resource for further diverse genetic research, but also help to understand the mechanism underlying sex differentiation and gonadal development of this species.
•DEGs analysis combining long read transcriptome and next generation sequencing was reported in crustaceans firstly;•Novel DEGs between sexes at first crablet stage (C1) before gonadal differentiation were identified in the mud crab;•17β-HSD8 was expressed with sexual difference at C1 stage, suggesting E2 may promote female differentiation in mud crab;•KEGG pathway enrichment and FISH analysis revealed that Hippo pathway may play important role in gonadal development.
Second-generation, high-throughput sequencing methods have greatly improved our understanding of the ecology of soil microorganisms, yet the short barcodes (< 500 bp) provide limited taxonomic and ...phylogenetic information for species discrimination and taxonomic assignment.
Here, we utilized the third-generation Pacific Biosciences (PacBio) RSII and Sequel instruments to evaluate the suitability of full-length internal transcribed spacer (ITS) barcodes and longer rRNA gene amplicons for metabarcoding Fungi, Oomycetes and other eukaryotes in soil samples.
Metabarcoding revealed multiple errors and biases: Taq polymerase substitution errors and mis-incorporating indels in sequencing homopolymers constitute major errors; sequence length biases occur during PCR, library preparation, loading to the sequencing instrument and quality filtering; primer–template mismatches bias the taxonomic profile when using regular and highly degenerate primers.
The RSII and Sequel platforms enable the sequencing of amplicons up to 3000 bp, but the sequence quality remains slightly inferior to Illumina sequencing especially in longer amplicons. The full ITS barcode and flanking rRNA small subunit gene greatly improve taxonomic identification at the species and phylum levels, respectively. We conclude that PacBio sequencing provides a viable alternative for metabarcoding of organisms that are of relatively low diversity, require > 500-bp barcode for reliable identification or when phylogenetic approaches are intended.
Genomics in the long-read sequencing era van Dijk, Erwin L.; Naquin, Delphine; Gorrichon, Kévin ...
Trends in genetics,
09/2023, Letnik:
39, Številka:
9
Journal Article
Recenzirano
Long-read sequencing (LRS) methods can now produce highly accurate (ultra)long reads and thus enable for the first time the production of truly complete telomere-to-telomere (T2T) assemblies of ...complex genomes.While the recently produced T2T assemblies were labor-intensive and required a combination of various techniques, in the near future T2T assemblies based on LRS alone will be produced.We have entered the era of population scale long-read sequencing, where graph-based pangenomes much better representing genomic variation will increasingly be used in the near future.New applications of LRS appear at a rapid pace, with examples ranging from higher order chromatin interaction studies to the quality control of mRNA vaccines.
Long-read sequencing (LRS) technologies have provided extremely powerful tools to explore genomes. While in the early years these methods suffered technical limitations, they have recently made significant progress in terms of read length, throughput, and accuracy and bioinformatics tools have strongly improved. Here, we aim to review the current status of LRS technologies, the development of novel methods, and the impact on genomics research. We will explore the most impactful recent findings made possible by these technologies focusing on high-resolution sequencing of genomes and transcriptomes and the direct detection of DNA and RNA modifications. We will also discuss how LRS methods promise a more comprehensive understanding of human genetic variation, transcriptomics, and epigenetics for the coming years.
Tripsacum dactyloides (2n = 4x = 72) and Zea perennis (2n = 4x = 40) are tertiary gene pools of Zea mays L. and exhibit many abiotic adaptations absent in modern maize, especially salt tolerance. A ...previously reported allopolyploid (hereafter referred to as MTP, 2n = 74) synthesized using Zea mays, Tripsacum dactyloides, and Zea perennis has even stronger salt tolerance than Z. perennis and T. dactyloides. This allopolyploid will be a powerful genetic bridge for the genetic improvement of maize. However, the molecular mechanisms underlying its salt tolerance, as well as the key genes involved in regulating its salt tolerance, remain unclear.
Single-molecule real-time sequencing and RNA sequencing were used to identify the genes involved in salt tolerance and reveal the underlying molecular mechanisms. Based on the SMRT-seq results, we obtained 227,375 reference unigenes with an average length of 2300 bp; most of the unigenes were annotated to Z. mays sequences (76.5%) in the NR database. Moreover, a total of 484 and 1053 differentially expressed genes (DEGs) were identified in the leaves and roots, respectively. Functional enrichment analysis of DEGs revealed that multiple pathways responded to salt stress, including "Flavonoid biosynthesis," "Oxidoreductase activity," and "Plant hormone signal transduction" in the leaves and roots, and "Iron ion binding," "Acetyl-CoA carboxylase activity," and "Serine-type carboxypeptidase activity" in the roots. Transcription factors, such as those in the WRKY, B3-ARF, and bHLH families, and cytokinin negatively regulators negatively regulated the salt stress response. According to the results of the short time series-expression miner analysis, proteins involved in "Spliceosome" and "MAPK signal pathway" dynamically responded to salt stress as salinity changed. Protein-protein interaction analysis revealed that heat shock proteins play a role in the large interaction network regulating salt tolerance.
Our results reveal the molecular mechanism underlying the regulation of MTP in the response to salt stress and abundant salt-tolerance-related unigenes. These findings will aid the retrieval of lost alleles in modern maize and provide a new approach for using T. dactyloides and Z. perennis to improve maize.
Dental plaque is the main cause leading to the dental caries and periodontal diseases. The main purpose of this study was to test the efficacy of oral spray containing the antimicrobial peptide P-113 ...on the reduction of oral bacteria number and dental plaque formation in a randomized clinical assessment.
This study was divided into two parts. In Part A, we investigated the user experiences with the P-113 containing oral spray. In part B, 14 subjects in the experimental group used the P-113-containing oral spray, while 14 subjects in the control group used a placebo without the P-113 in a 4-week clinical trial. Participants were asked to use the P-113-containing oral spray or placebo 3 times per day and 5 times per use. Moreover, 3 check-ups and 2 washouts were carried out to evaluate the DMFT score, dental plaque weight, dental plaque index, and gingival index.
In part A, up to 91.8% of the subjects in the experimental group were satisfied with the use of the P-113-containing oral spray. In part B, based on our PacBio SMRT sequencing platform and DADA2 analysis, the numbers of Streptococcus and Porphyromonas in the experimental group were lower than those in the control group. In addition, decreased dental plaque weight, dental plaque index, and gingival index were all observed in the experimental group.
The P-113-containing oral spray has the potential to reduce the dental caries and periodontal disease-related bacteria and to control the dental plaque formation.
•In this study, we utilized the publicly available RNA-seq data generated from Illumina-based short-reads and PacBio single-molecule real-time (SMRT) long-reads to assess the zebra finch brain ...transcriptome.•To analyze the high-throughput RNA-seq data, we adopted a hybrid bioinformatic approach combining short and long-read pipelines.•We added 220 novel genes and 8134 transcript variants to the Ensembl annotation, and predicted a new proteome based on the refined annotation.•Using mass-spectrometry of zebra finch caudal telencephalon, we validated 18 different novel proteins.•Our results provide additional resources for future studies of zebra finches utilizing this improved bird genome annotation and proteome.
The zebra finch (Taeniopygia guttata), a representative oscine songbird species, has been widely studied to investigate behavioral neuroscience, most notably the neurobiological basis of vocal learning, a rare trait shared in only a few animal groups including humans. In 2019, an updated zebra finch genome annotation (bTaeGut1_v1.p) was released from the Ensembl database and is substantially more comprehensive than the first version published in 2010. In this study, we utilized the publicly available RNA-seq data generated from Illumina-based short-reads and PacBio single-molecule real-time (SMRT) long-reads to assess the bird transcriptome. To analyze the high-throughput RNA-seq data, we adopted a hybrid bioinformatic approach combining short and long-read pipelines. From our analysis, we added 220 novel genes and 8,134 transcript variants to the Ensembl annotation, and predicted a new proteome based on the refined annotation. We further validated 18 different novel proteins by using mass-spectrometry data generated from zebra finch caudal telencephalon tissue. Our results provide additional resources for future studies of zebra finches utilizing this improved bird genome annotation and proteome.
Summary
Alternative splicing (AS) is a key post‐transcriptional regulatory mechanism, yet little information is known about its roles in fruit crops. Here, AS was globally analyzed in the wild ...strawberry Fragaria vesca genome with RNA‐seq data derived from different stages of fruit development. The AS landscape was characterized and compared between the single‐molecule, real‐time (SMRT) and Illumina RNA‐seq platform. While SMRT has a lower sequencing depth, it identifies more genes undergoing AS (57.67% of detected multiexon genes) when it is compared with Illumina (33.48%), illustrating the efficacy of SMRT in AS identification. We investigated different modes of AS in the context of fruit development; the percentage of intron retention (IR) is markedly reduced whereas that of alternative acceptor sites (AA) is significantly increased post‐fertilization when compared with pre‐fertilization. When all the identified transcripts were combined, a total of 66.43% detected multiexon genes in strawberry undergo AS, some of which lead to a gain or loss of conserved domains in the gene products. The work demonstrates that SMRT sequencing is highly powerful in AS discovery and provides a rich data resource for later functional studies of different isoforms. Further, shifting AS modes may contribute to rapid changes of gene expression during fruit set.
Significance Statement
Alternative splicing is a key post‐transcriptional regulatory mechanism, yet little is known about its roles in fruit crops. Here we globally analyzed alternative splicing using transcriptome data from strawberry fruits, and show that single molecule real time (SMRT) RNA‐seq data is highly efficient in uncovering alternatively spliced variants.
•We inoculated eight corn fields with an arbuscular mycorrhizal fungus.•Abundance of native mycorrhizal fungi was negatively related to soil nutrient contents.•Competitive effects to native fungal ...communities determined establishment success of the inoculant.•Phosphorous modulated the competitive effects between native and introduced fungi.•Crop growth response to inoculation was negatively correlated to fertilized amounts of P.
A major strategy to increase the sustainability of agricultural systems consists of enhancing internal ecosystem processes that support crop production and reduce external resource inputs. However, specific approaches to achieve this goal still need to be identified. Here, we investigated whether inoculation with a high dose of a well-characterized strain of a plant symbiotic arbuscular mycorrhizal (AM) fungus into Swiss corn fields leads to successful establishment of the fungus in plant roots and can generate agronomic benefits for maize production.
We used single-molecule real-time (SMRT) DNA sequencing to assess community composition of native AM fungi and identified environmental management and biological factors affecting AM fungal abundance, establishment success of the introduced fungus and effects of AMF inoculation on corn yield.
While native AM fungal abundance was negatively related to soil P contents, we found significantly positive relationships between soil P contents and establishment success of the inoculated fungus. There was a significantly negative relationship between inoculum establishment and abundance of native AM fungi. Although molecular quantification using strain-specific qPCR indicated that the inoculated strain strongly increased in abundance in roots from most soils investigated, total AM fungal root colonization was only significantly increased in one soil, indicating successful competition of the inoculant for root niche space against native AM fungi. Positive effects on corn yield were only observed when inoculation increased root colonization and were negatively correlated to P fertilization levels.
The results imply that phosphorus plays a major role in defining the abundance of native AM fungi and the composition of their communities and that these effects can determine establishment success of the inoculant. The results further indicate that positive effects on crop yield may only be expected when potentially achievable root colonization levels are not yet reached and AMF communities are not well developed.
Staphylococcus capitis is an opportunistic pathogen of the coagulase negative staphylococci (CoNS). Functional genomic studies of S. capitis have thus far been limited by a lack of available complete ...genome sequences. Here, we determined the closed S. capitis genome and methylome using Single Molecule Real Time (SMRT) sequencing. The strain, AYP1020, harbors a single circular chromosome of 2.44 Mb encoding 2304 predicted proteins, which is the smallest of all complete staphylococcal genomes sequenced to date. AYP1020 harbors two large mobile genetic elements; a plasmid designated pAYP1020 (59.6 Kb) and a prophage, ΦAYP1020 (48.5 Kb). Methylome analysis identified significant adenine methylation across the genome involving two distinct methylation motifs (1972 putative 6-methyladenine (m6A) residues identified). Putative adenine methyltransferases were also identified. Comparative analysis of AYP1020 and the closely related CoNS, S. epidermidis RP62a, revealed a host of virulence factors that likely contribute to S. capitis pathogenicity, most notably genes important for biofilm formation and a suite of phenol soluble modulins (PSMs); the expression/production of these factors were corroborated by functional assays. The complete S. capitis genome will aid future studies on the evolution and pathogenesis of the coagulase negative staphylococci.
PDF
