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"Chen, Chengjie"
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Genome-wide investigation of WRKY gene family in pineapple: evolution and expression profiles during development and stress
2018
Background
WRKY proteins comprise a large family of transcription factors that play important roles in many aspects of physiological processes and adaption to environment. However, little information was available about the
WRKY
genes in pineapple (
Ananas comosus
), an important tropical fruits. The recent release of the whole-genome sequence of pineapple allowed us to perform a genome-wide investigation into the organization and expression profiling of pineapple
WRKY
genes.
Results
In the present study, 54 pineapple
WRKY
(AcWRKY) genes were identified and renamed on the basis of their respective chromosome distribution. According to their structural and phylogenetic features, the 54
AcWRKYs
were further classified into three main groups with several subgroups. The segmental duplication events played a major role in the expansion of pineapple
WRKY
gene family. Synteny analysis and phylogenetic comparison of group III
WRKY
genes provided deep insight into the evolutionary characteristics of pineapple
WRKY
genes. Expression profiles derived from transcriptome data and real-time quantitative PCR analysis exhibited distinct expression patterns of
AcWRKY
genes in various tissues and in response to different abiotic stress and hormonal treatments.
Conclusions
Fifty four
WRKY
genes were identified in pineapple and the structure of their encoded proteins, their evolutionary characteristics and expression patterns were examined in this study. This systematic analysis provided a foundation for further functional characterization of
WRKY
genes with an aim of pineapple crop improvement.
Journal Article
A painless way to customize Circos plot: From data preparation to visualization using TBtools
2022
Circos plots enable scientists to easily inspect big biological data genome‐widely on a macroscopic scale, but cumbersome preparation of input data and complex parameter configuration limits its application. We have developed the “Advanced Circos” function in TBtools, to provide a simple way to construct Circos plots. As an out‐of‐the‐box combo toolkit, TBtools has integrated a set of functions convenient for input data preparation. The “Advanced Circos” function is supplied with a user‐friendly interface for the customization of parameter settings and can be deployed to visualize all kinds of genomic data, such as genomic associations, alignment data, gene density, and QTL locations. In the present article, we introduce the main features of “Advance Circos” and the protocols of upstream data preparation, aiming to endow more users with the ability to use Circos plots in big genomic data exploration. Highlights An out‐of‐the‐box solution for genome‐scale data visualization A step‐by‐step protocol for Circos plot configuration Reproducible and resumable project management Coming with a handy toolkit, Advanced Circos in TBtools provides a painless way to construct Circos Plots starting from input file preparation. Tracks including associated regions, dot plots, line plots, bar plots, heatmap, feature tags, and so forth are all supported. Try it! Coordination transformation and graphics element manipulation are quite easy.
Journal Article
EasyCodeML: A visual tool for analysis of selection using CodeML
by
Du, Zhenguo
,
Chen, Chengjie
,
Ho, Simon Y. W.
in
Agricultural production
,
Bioinformatics
,
CodeML
2019
The genomic signatures of positive selection and evolutionary constraints can be detected by analyses of nucleotide sequences. One of the most widely used programs for this purpose is CodeML, part of the PAML package. Although a number of bioinformatics tools have been developed to facilitate the use of CodeML, these have various limitations. Here, we present a wrapper tool named EasyCodeML that provides a user‐friendly graphical interface for using CodeML. EasyCodeML has a custom running mode in which parameters can be adjusted to meet different requirements. It also offers a preset running mode in which an evolutionary analysis pipeline and publication‐quality tables can be exported by a single click. EasyCodeML allows visualized, interactive tree labelling, which greatly simplifies the use of the branch, branch‐site, and clade models of selection. The program allows comparison of major codon‐based models for analyses of selection. EasyCodeML is a stand‐alone package that is supported in Windows, Mac, and Linux operating systems, and is freely available at https://github.com/BioEasy/EasyCodeML. EasyCodeML is an interactive visual tool for detecting selection in molecular evolutionary analysis. It implements the major codon‐based models of CodeML in a simple and user‐friendly interface.
Journal Article
SynGAP: a synteny-based toolkit for gene structure annotation polishing
by
Chen, Chengjie
,
Mai, Yingxiao
,
Xia, Rui
in
Animal Genetics and Genomics
,
Animals
,
Annotations
2024
Genome sequencing has become a routine task for biologists, but the challenge of gene structure annotation persists, impeding accurate genomic and genetic research. Here, we present a bioinformatics toolkit, SynGAP (Synteny-based Gene structure Annotation Polisher), which uses gene synteny information to accomplish precise and automated polishing of gene structure annotation of genomes. SynGAP offers exceptional capabilities in the improvement of gene structure annotation quality and the profiling of integrative gene synteny between species. Furthermore, an expression variation index is designed for comparative transcriptomics analysis to explore candidate genes responsible for the development of distinct traits observed in phylogenetically related species.
Journal Article
Natural variations in the MYB transcription factor MYB31 determine the evolution of extremely pungent peppers
by
Cai, Wen
,
Chen, Chengjie
,
Cao, Bihao
in
Base Sequence
,
bioactive compounds
,
Biological Evolution
2019
• Plants produce countless specialized metabolites crucial for their development and fitness, and many are useful bioactive compounds. Capsaicinoids are intriguing genus-specialized metabolites that confer a pungent flavor to Capsicum fruits, and they are widely applied in different areas. Among the five domesticated Capsicum species, Capsicum chinense has a high content of capsaicinoids, which results in an extremely hot flavor. However, the species-specific upregulation of capsaicinoid-biosynthetic genes (CBGs) and the evolution of extremely pungent peppers are not well understood.
• We conducted genetic and functional analyses demonstrating that the quantitative trait locus Capsaicinoid1 (Cap1), which is identical to Pun3 contributes to the level of pungency.
• The Cap1/Pun3 locus encodes the Solanaceae-specific MYB transcription factor MYB31. Capsicum species have evolved placenta-specific expression of MYB31, which directly activates expression of CBGs and results in genus-specialized metabolite production. The capsaicinoid content depends on MYB31 expression. Natural variations in the MYB31 promoter increase MYB31 expression in C. chinense via the binding of the placenta-specific expression of transcriptional activator WRKY9 and augmentation of CBG expression, which promotes capsaicinoid biosynthesis.
• Our findings provide insights into the evolution of extremely pungent C. chinense, which is due to natural variations in the master regulator, and offers targets for engineering or selecting flavor in Capsicum.
Journal Article
Small RNAs, emerging regulators critical for the development of horticultural traits
2018
Small RNAs (sRNAs) have been recently recognized as key genetic and epigenetic regulators in various organisms, ranging from the modification of DNA and histone methylations to the modulation of the abundance of coding or non-coding RNAs. In plants, major regulatory sRNAs are classified as respective microRNA (miRNA) and small interfering RNA (siRNA) species, with the former primarily engaging in posttranscriptional regulation while the latter in transcriptional one. Many of these characterized sRNAs are involved in regulation of diverse biological programs, processes, and pathways in response to developmental cues, environmental signals/stresses, pathogen infection, and pest attacks. Recently, sRNAs-mediated regulations have also been extensively investigated in horticultural plants, with many novel mechanisms unveiled, which display far more mechanistic complexity and unique regulatory features compared to those studied in model species. Here, we review the recent progress of sRNA research in horticultural plants, with emphasis on mechanistic aspects as well as their relevance to trait regulation. Given that major and pioneered sRNA research has been carried out in the model and other plants, we also discuss ongoing sRNA research on these plants. Because miRNAs and phased siRNAs (phasiRNAs) are the most studied sRNA regulators, this review focuses on their biogenesis, conservation, function, and targeted genes and traits as well as the mechanistic relation between them, aiming at providing readers comprehensive information instrumental for future sRNA research in horticulture crops.
Genetics: Tiny keys to important traits
Studying small RNAs in horticultural plants may reveal the genetic mechanisms underlying many unique and valuable traits, and help improve plant breeding programs. Small RNAs, short RNA molecules only 20–24 bases long, switch genes on or off to control many aspects of plant growth, development, and reproduction. They are well-studied in model plants, but are only just being investigated in horticultural species. In a review of small RNA research in horticultural plants, Rui Xia at South China Agricultural University and co-workers report that horticultural plants contain many novel sRNAs that hold the keys to important traits such as juvenile-to-adult transition in fruit trees, fruit size, fruit quality, and disease resistance. Better understanding of these miRNAs may help in engineering varieties with earlier production of tastier fruit, as well as enhanced resistance to disease.
Journal Article
24-nt reproductive phasiRNAs are broadly present in angiosperms
2019
Small RNAs are key regulators in plant growth and development. One subclass, phased siRNAs (phasiRNAs) require a trigger microRNA for their biogenesis. In grasses, two pathways yield abundant phasiRNAs during anther development; miR2275 triggers one class, 24-nt phasiRNAs, coincident with meiosis, while a second class of 21-nt phasiRNAs are present in premeiotic anthers. Here we report that the 24-nt phasiRNA pathway is widely present in flowering plants, indicating that 24-nt reproductive phasiRNAs likely originated with the evolutionary emergence of anthers. Deep comparative genomic analyses demonstrated that this miR2275/24-nt phasiRNA pathway is widely present in eudicots plants, however, it is absent in legumes and in the model plant Arabidopsis, demonstrating a dynamic evolutionary history of this pathway. In Solanaceae species, 24-nt phasiRNAs were observed, but the miR2275 trigger is missing and some loci displaying 12-nt phasing. Both the miR2275-triggered and Solanaceae 24-nt phasiRNAs are enriched in meiotic stages, implicating these phasiRNAs in anther and/or pollen development, a spatiotemporal pattern consistent in all angiosperm lineages that deploy them.
24-nt phased siRNA (phasiRNA) regulate reproduction in grasses, yet are absent from
Arabidopsis
, and were thought to be monocot-specific. Here, Xia et al. show that 24-nt phasiRNAs are in fact broadly distributed among eudicots and are consistently enriched during meiosis, despite possibly arising from distinct biogenesis pathways.
Journal Article
ggVennDiagram: Intuitive Venn diagram software extended
2024
Highlights of ggVennDiagram include: (1) Subset/Region filling Venn diagram up to seven sets; (2) Upset plot with unlimited sets; (3) Venn Calculator for two or more sets; (4) Provide as R package, Shiny App, and TBtools plugin.
Journal Article
Transcriptomic Analysis Reveals Key Genes Related to Betalain Biosynthesis in Pulp Coloration of Hylocereus polyrhizus
by
Chengjie, Chen
,
Yonghua, Qin
,
Yuewen, Ma
in
Antioxidants
,
betalain biosynthesis
,
Biosynthesis
2016
Betalains have high nutritional value and bioactivities. Red pulp pitaya (Hylocereus polyrhizus) is the only fruit containing abundant betalains for consumer. However, no information is available about genes involved in betalain biosynthesis in H. polyrhizus. Herein, two cDNA libraries of pitaya pulps with two different coloration stages (white and red pulp stages) of Guanhuahong (H. polyrhizus) were constructed. A total of about 12 Gb raw RNA-Seq data was generated and was de novo assembled into 122,677 transcripts with an average length of 1183 bp and an N50 value of 2008. Approximately 99.99% of all transcripts were annotated based on seven public databases. A total of 8871 transcripts were significantly regulated. Thirty-three candidate transcripts related to betalain biosynthesis were obtained from the transcriptome data. Transcripts encoding enzymes involved in betalain biosynthesis were analyzed using RT-qPCR at the whole pulp coloration stages of H. polyrhizus (7-1) and H. undatus (132-4). Nine key transcripts of betalain biosynthesis were identified. They were assigned to four kinds of genes in betalain biosynthetic pathway, including tyrosinase, 4, 5-DOPA dioxygenase extradiol, cytochrome P450 and glucosyltransferase. Ultimately, a preliminary betalain biosynthetic pathway for pitaya was proposed based on betalain analyses, gene expression profiles and published documents.
Journal Article
Coupling of microRNA-directed phased small interfering RNA generation from long noncoding genes with alternative splicing and alternative polyadenylation in small RNA-mediated gene silencing
by
Ming Zeng
,
Wuqiang Ma
,
Jianguo Li
in
Alternative splicing
,
alternative splicing/polyadenylation
,
bioinformatics
2018
MicroRNAs (miRNAs) and phased small interfering RNAs (phasiRNAs) play vital regulatory roles in plant growth and development. Little is known about these small RNAs in litchi (Litchi chinensis), an economically important fruit crop widely cultivated in Southeast Asia.
We profiled the litchi small RNA population with various deep-sequencing techniques and in-depth bioinformatic analyses.
The genome-wide identification of miRNAs, their target genes, and phasiRNA-generating (PHAS) genes/loci showed that the function of miR482/2118 has expanded, relative to its canonical function. We also discovered that, for 29 PHAS loci, miRNA-mediated phasiRNA production was coupled with alternative splicing (AS) and alternative polyadenylation (APA). Most of these loci encoded long noncoding RNAs. An miR482/2118 targeted locus gave rise to four main transcript isoforms through AS/APA, and diverse phasiRNAs generated from these isoforms appeared to target long terminal repeat (LTR) retrotransposons and other unrelated genes. This coupling enables phasiRNA production from different exons of noncoding PHAS genes and yields diverse phasiRNA populations, both broadening and altering the range of downstream phasiRNA-regulated genes.
Our results reveal the diversity of miRNA and phasiRNA in litchi, and demonstrate AS/APA as a new layer of regulation in small RNA-mediated gene silencing.
Journal Article