scholarly journals Comparative transcriptome analysis reveals key genes associated with pigmentation in radish (Raphanus sativus L.) skin and flesh

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Jifang Zhang ◽  
Jian Zhao ◽  
Qunyun Tan ◽  
Xiaojun Qiu ◽  
Shiyong Mei

AbstractRadish (Raphanus sativus) is an important vegetable worldwide that exhibits different flesh and skin colors. The anthocyanins responsible for the red and purple coloring in radishes possess nutritional value and pharmaceutical potential. To explore the structural and regulatory networks related to anthocyanin biosynthesis and identify key genes, we performed comparative transcriptome analyses of the skin and flesh of six colored radish accessions. The transcript profiles showed that each accession had a species-specific transcript profile. For radish pigmentation accumulation, the expression levels of anthocyanin biosynthetic genes (RsTT4, RsC4H, RsTT7, RsCCOAMT, RsDFR, and RsLDOX) were significantly upregulated in the red- and purple-colored accessions, but were downregulated or absent in the white and black accessions. The correlation test, combined with metabolome (PCC > 0.95), revealed five structural genes (RsTT4, RsDFR, RsCCOAMT, RsF3H, and RsBG8L) and three transcription factors (RsTT8-1, RsTT8-2, and RsPAR1) to be significantly correlated with flavonoids in the skin of the taproot. Four structural genes (RsBG8L, RsDFR, RsCCOAMT, and RsLDOX) and nine transcription factors (RsTT8-1, RsTT8-2, RsMYB24L, RsbHLH57, RsPAR2L, RsbHLH113L, RsOGR3L, RsMYB24, and RsMYB34L) were found to be significantly correlated with metabolites in the flesh of the taproot. This study provides a foundation for future studies on the gene functions and genetic diversity of radish pigmentation and should aid in the cultivation of new valuable radish varieties.

Molecules ◽  
2019 ◽  
Vol 24 (5) ◽  
pp. 932 ◽  
Author(s):  
Dong Cao ◽  
Jiequn Fan ◽  
Xingyuan Xi ◽  
Yuan Zong ◽  
Dongxia Wang ◽  
...  

Red coleoptiles can help crops to cope with adversity and the key genes that are responsible for this trait have previously been isolated from Triticum aestivum, Triticum urartu, and Aegilops tauschii. This report describes the use of transcriptome analysis to determine the candidate gene that controls the trait for white coleoptiles in T. monococcum by screening three cultivars with white coleoptiles and two with red coleoptiles. Fifteen structural genes and two transcription factors that are involved in anthocyanin biosynthesis were identified from the assembled UniGene database through BLAST analysis and their transcript levels were then compared in white and red coleoptiles. The majority of the structural genes reflected lower transcript levels in the white than in the red coleoptiles, which implied that transcription factors related to anthocyanin biosynthesis could be candidate genes. The transcript levels of MYC transcription factor TmMYC-A1 were not significantly different between the white and red coleoptiles and all of the TmMYC-A1s contained complete functional domains. The deduced amino acid sequence of the MYB transcription factor TmMYB-A1 in red coleoptiles was homologous to TuMYB-A1, TaMYB-A1, TaMYB-B1, and TaMYB-D1, which control coleoptile color in corresponding species and contained the complete R2R3 MYB domain and the transactivation domain. TmMYB-a1 lost its two functional domains in white coleoptiles due to a single nucleotide deletion that caused premature termination at 13 bp after the initiation codon. Therefore, TmMYB-A1 is likely to be the candidate gene for the control of the red coleoptile trait, and its loss-of-function mutation leads to the white phenotype in T. monococcum.


2017 ◽  
Vol 225 ◽  
pp. 310-316 ◽  
Author(s):  
Huiling Zhang ◽  
Bo Yang ◽  
Jun Liu ◽  
Dalong Guo ◽  
Juan Hou ◽  
...  

2020 ◽  
Vol 21 (8) ◽  
pp. 2901 ◽  
Author(s):  
Jana Jeevan Rameneni ◽  
Su Ryun Choi ◽  
Sushil Satish Chhapekar ◽  
Man-Sun Kim ◽  
Sonam Singh ◽  
...  

Reddish purple Chinese cabbage (RPCC) is a popular variety of Brassica rapa (AA = 20). It is rich in anthocyanins, which have many health benefits. We detected novel anthocyanins including cyanidin 3-(feruloyl) diglucoside-5-(malonoyl) glucoside and pelargonidin 3-(caffeoyl) diglucoside-5-(malonoyl) glucoside in RPCC. Analyses of transcriptome data revealed 32,395 genes including 3345 differentially expressed genes (DEGs) between 3-week-old RPCC and green Chinese cabbage (GCC). The DEGs included 218 transcription factor (TF) genes and some functionally uncharacterized genes. Sixty DEGs identified from the transcriptome data were analyzed in 3-, 6- and 9-week old seedlings by RT-qPCR, and 35 of them had higher transcript levels in RPCC than in GCC. We detected cis-regulatory motifs of MYB, bHLH, WRKY, bZIP and AP2/ERF TFs in anthocyanin biosynthetic gene promoters. A network analysis revealed that MYB75, MYB90, and MYBL2 strongly interact with anthocyanin biosynthetic genes. Our results show that the late biosynthesis genes BrDFR, BrLDOX, BrUF3GT, BrUGT75c1-1, Br5MAT, BrAT-1, BrAT-2, BrTT19-1, and BrTT19-2 and the regulatory MYB genes BrMYB90, BrMYB75, and BrMYBL2-1 are highly expressed in RPCC, indicative of their important roles in anthocyanin biosynthesis, modification, and accumulation. Finally, we propose a model anthocyanin biosynthesis pathway that includes the unique anthocyanin pigments and genes specific to RPCC.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 1227-1227
Author(s):  
Jian Xu ◽  
Zhen Shao ◽  
Kimberly Glass ◽  
Daniel E. Bauer ◽  
Luca Pinello ◽  
...  

Abstract Abstract 1227 Erythropoiesis in mammals occurs in three waves consisting of primitive progenitors in the yolk sac, definitive erythroid precursors in the fetal liver and later in the postnatal bone marrow. The molecular determinants of developmental stage-specific gene expression programs remain largely unknown. Several transcription factors, including GATA1 and TAL1, are essential for normal erythroid development in vivo and are recognized as ‘master’ regulators. These lineage-specifying master regulators, together with other transcriptional co-regulators, act within complexes on chromatin, establish transcriptional networks, and orchestrate the differentiation process. However, it is less clear how master regulators control gene expression programs at different stages of development within the same cell lineage. We reasoned that comparative transcriptome, transcription factor, and epigenetic profiling of closely related cell types corresponding to distinct developmental stages should delineate the regulatory networks that are directly related to the associated gene expression programs. Classification of the trans- and cis-regulatory elements that are either shared or stage-specific should clarify their relative importance and prioritize functional candidates. To explore this approach, we focused on an ex vivo maturation system for human fetal and adult erythropoiesis. Primary human hematopoietic stem/progenitor cells (HSPCs) are propagated and induced for erythroid differentiation ex vivo. We first determined the mRNA expression profiles in both fetal and adult HSPCs and differentiating proerythroblasts (ProEs). Comparative transcriptome profiling revealed distinct gene expression programs at different stages of erythroid maturation. For example, 1039 and 1291 genes linked to distinct functional annotations were differentially expressed (fold change > 1.5, FDR < 0.05) in fetal and adult ProEs, respectively. To investigate the underlying basis of these distinct gene expression programs, we generated genome-wide maps for chromatin state and transcription factor occupancy by a ChIP-seq approach. Specifically, we profiled 9 histone modifications (H3K4me1/me2/me3, H3K9me3, H3K37me3, H3K36me2/me3, H3K9ac, and H3K27ac) and 6 transcription factors (GATA1, TAL1, NFE2, CTCF, RAD21, and RNA polymerase II) in both fetal and adult ProEs. Contrasting the similarities and differences between human fetal and adult erythropoiesis provides important insights into the erythroid gene expression programs and gene regulatory networks operating at different stages of development. We find that gene-distal enhancers, rather than promoters, are marked with highly stage-specific histone modifications and DNase I hypersensitivity, strongly correlate to developmental stage-specific gene expression changes, and are functionally active in a stage-specific manner. The master regulators GATA1 and TAL1 act cooperatively within active enhancers but have little predictive value for stage-specific transcriptional activity. Differential enrichment of consensus motifs for binding of transcription factors within fetal or adult stage-specific enhancers provides a strategy for identifying candidate co-regulators that drive differential gene expression and stage-specificity. By this computational approach and subsequent functional validation, we demonstrate that the interferon regulatory factors IRF2 and IRF6 are essential for activation of adult erythroid gene expression programs in cooperation with master regulators and cohesin-mediator complexes at distal enhancers. Thus, the comparative profiling of red cell development provides critical insights into the ontogeny of human erythropoiesis and temporal regulation of transcriptional networks in a mammalian genome. Disclosures: No relevant conflicts of interest to declare.


Molecules ◽  
2019 ◽  
Vol 24 (3) ◽  
pp. 445 ◽  
Author(s):  
Xingyuan Xi ◽  
Yuan Zong ◽  
Shiming Li ◽  
Dong Cao ◽  
Xuemei Sun ◽  
...  

The red flesh trait gives red pitayas more healthful components and a higher price, while the genetic mechanism behind this trait is unknown. In this manuscript, transcriptome analysis was employed to discover the genetic differences between white and red flesh in pitayas. A total of 27.99 Gb clean data were obtained for four samples. Unigenes, 79,049 in number, were generated with an average length of 1333 bp, and 52,618 Unigenes were annotated. Compared with white flesh, the expression of 10,215 Unigenes was up-regulated, and 4853 Unigenes were down-regulated in red flesh. The metabolic pathways accounted for 64.6% of all differentially expressed Unigenes in KEGG pathways. The group with high betalain content in red flesh and all structural genes, related to betalain biosynthesis, had a higher expression in red flesh than white flesh. The expression of the key gene, tyrosine hydroxylase CYP76AD1, was up-regulated 245.08 times, while 4,5-DOPA dioxygenase DODA was up-regulated 6.46 times. Moreover, the special isomers CYP76AD1α and DODAα were only expressed in red flesh. The competitive anthocyanin biosynthesis pathway had a lower expression in red flesh. Two MYB transcription factors were of the same branch as BvMYB1, regulating betalain biosynthesis in beet, and those transcription factors had expression differences in two kinds of pitayas, which indicated that they should be candidate genes controlling betalain accumulation in red pitayas. This research would benefit from identifying the major gene controlling red flesh trait and breed new cultivars with the red flesh trait. Future research should aim to prove the role of each candidate gene in betalain biosynthesis in red pitayas.


Plants ◽  
2019 ◽  
Vol 8 (8) ◽  
pp. 294 ◽  
Author(s):  
Diana L. Zuluaga ◽  
Gabriella Sonnante

Cereals and, especially, rice, maize, and wheat, are essential commodities, on which human nutrition is based. Expanding population and food demand have required higher production which has been achieved by increasing fertilization, and especially nitrogen supply to cereal crops. In fact, nitrogen is a crucial nutrient for the plant, but excessive use poses serious environmental and health issues. Therefore, increasing nitrogen use efficiency in cereals is of pivotal importance for sustainable agriculture. The main steps in the use of nitrogen are uptake and transport, reduction and assimilation, and translocation and remobilization. Many studies have been carried out on the genes involved in these phases, and on transcription factors regulating these genes. Lately, increasing attention has been paid to miRNAs responding to abiotic stress, including nutrient deficiency. Many miRNAs have been found to regulate transcription factors acting on the expression of specific genes for nitrogen uptake or remobilization. Recent studies on gene regulatory networks have also demonstrated that miRNAs can interact with several nodes in the network, functioning as key regulators in nitrogen metabolism.


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