scholarly journals Transcriptomic dynamics changes related to anthocyanin accumulation in the fleshy roots of carmine radish (Raphanus sativus L.) characterized using RNA-Seq

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e10978
Author(s):  
Xia Song ◽  
Jian Gao ◽  
Hua Peng
Keyword(s):  
Molecular Mechanisms ◽  
Anthocyanin Biosynthesis ◽  
Pearson Correlation ◽  
Anthocyanin Synthesis ◽  
Growth Stages ◽  
Rna Seq ◽  
Development Stages ◽  
Qrt Pcr ◽  
Dynamic Development ◽  
Dynamic Growth

Carmine radish is famous for containing a natural red pigment (red radish pigment). However, the expression of anthocyanin biosynthesis-related genes during the dynamic development stages of the fleshy roots in carmine radish has not been fully investigated. Here, based on HPLC quantification of anthocyanin levels from our previous study, young fleshy roots of the carmine radish “Hongxin 1” obtained at the dynamic development stages of fleshy roots (seedling stage (SS), initial expansion (IE), full expansion (FE), bolting stage (BS), initial flowering stage (IFS), full bloom stage (FBS) and podding stage (PS)) were used for RNA-Seq. Approximately 126 comodulated DEGs related to anthocyanin biosynthesis (common DEGs in the dynamic growth stages of fleshy roots in carmine radish) were identified, from which most DEGs appeared to be likely to participate in anthocyanin biosynthesis, including two transcription factors, RsMYB and RsRZFP. In addition, some related proteins, e.g., RsCHS, RsDFR, RsANS, RsF′3H, RsF3GGT1, Rs3AT1, RsGSTF12, RsUFGT78D2 and RsUDGT-75C1, were found as candidate contributors to the regulatory mechanism of anthocyanin synthesis in the fleshy roots of carmine radish. In addition, 11 putative DEGs related to anthocyanin synthesis were evaluated by qRT-PCR via the (2-ΔΔCT) method; the Pearson correlation analysis indicated excellent concordance between the RNA-Seq and qRT-PCR results. Furthermore, GO enrichment analysis showed that “anthocyanin-containing compound biosynthetic process” and “anthocyanin-containing compound metabolic process” were commonly overrepresented in the dynamic growth stages of fleshy roots after the initial expansion stage. Moreover, five significantly enriched pathways were identified among the DEGs in the dynamic growth stages of fleshy roots in carmine radish, namely, flavonoid biosynthesis, flavone and flavonol biosynthesis, diterpenoid biosynthesis, anthocyanin biosynthesis, and benzoxazinoid biosynthesis. In conclusion, these results will expand our understanding of the complex molecular mechanisms of anthocyanin biosynthesis in the fleshy roots of carmine radish and the putative candidate genes involved in this process.

scholarly journals De novo transcriptome sequencing of radish (Raphanus sativus L.) fleshy roots: analysis of major genes involved in the anthocyanin synthesis pathway

2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Jian Gao ◽  
Wen-Bo Li ◽  
Hong-Fang Liu ◽  
Fa-Bo Chen
Keyword(s):  
Raphanus Sativus ◽  
Molecular Mechanisms ◽  
De Novo ◽  
Anthocyanin Biosynthesis ◽  
Expression Patterns ◽  
Anthocyanin Synthesis ◽  
Biosynthesis Pathway ◽  
Red Pigment ◽  
De Novo Transcriptome ◽  
Qrt Pcr

Abstract Background The HongXin radish (Raphanus sativus L.), which contains the natural red pigment (red radish pigment), is grown in the Fuling district of Chongqing City. However, the molecular mechanisms underlying anthocyanin synthesis for the formation of natural red pigment in the fleshy roots of HongXin radish are not well studied. Results De novo transcriptome of HX-1 radish, as well as that of the advanced inbred lines HX-2 and HX-3 were characterized using next generation sequencing (NGS) technology. In total, approximately 66.22 million paired-end reads comprising 34, 927 unigenes (N50 = 1, 621 bp) were obtained. Based on sequence similarity search with known proteins, total of 30, 127 (about 86.26%) unigenes were identified. Additionally, functional annotation and classification of these unigenes indicated that most of the unigenes were predominantly enriched in the metabolic process-related terms, especially for the biosynthetic pathways of secondary metabolites. Moreover, majority of the anthocyanin biosynthesis-related genes (ABRGs) involved in the regulation of anthocyanin biosynthesis were identified by targeted search for their annotation. Subsequently, the expression of 15 putative ABRGs involved in the anthocyanin synthesis-related pathways were validated using quantitative real-time polymerase chain reaction (qRT-PCR). Of those, RsPAL2, RsCHS-B2, RsDFR1, RsDFR2, RsFLS, RsMT3 and RsUFGT73B2-like were identified significantly associated with anthocyanin biosynthesis. Especially for RsDFR1, RsDFR2 and RsFLS, of those, RsDFR1 and RsDFR2 were highest enriched in the HX-3 and WG-3, but RsFLS were down-regulated in HX-3 and WG-3. We proposed that the transcripts of RsDFR1, RsDFR2 and RsFLS might be act as key regulators in anthocyanin biosynthesis pathway. Conclusions The assembled radish transcript sequences were analysed to identify the key ABRGs involved in the regulation of anthocyanin biosynthesis. Additionally, the expression patterns of candidate ABRGs involved in the anthocyanin biosynthetic pathway were validated by qRT-PCR. We proposed that the transcripts of RsDFR1, RsDFR2 and RsFLS might be acted as key regulators in anthocyanin biosynthesis pathway. This study will enhance our understanding of the biosynthesis and metabolism of anthocyanin in radish.

scholarly journals PbCOP1.1 Contributes to the Negative Regulation of Anthocyanin Biosynthesis in Pear

Plants ◽  
2019 ◽  
Vol 8 (2) ◽  
pp. 39 ◽  
Author(s):  
Meng Wu ◽  
Min Si ◽  
Xieyu Li ◽  
Linyan Song ◽  
Jianlong Liu ◽  
...  
Keyword(s):  
Protein Sequence ◽  
Molecular Mechanisms ◽  
Anthocyanin Biosynthesis ◽  
Pcr Analysis ◽  
Anthocyanin Synthesis ◽  
Light Signaling ◽  
Pear Fruit ◽  
Phylogenetic Tree Analysis ◽  
Expression Levels ◽  
Protein Sequence Alignment

The synthesis of anthocyanin in pear (Pyrus bretschneideri) fruit is regulated by light. However, little is known about the molecular mechanisms of pear fruit coloring mediated by upstream light-signaling regulators. Here, the photoresponse factors CONSTITUTIVE PHOTOMORPHOGENIC (COP) 1.1 and 1.2 were cloned from ‘Red Zaosu’ peel to study their functions in pear fruit coloring. The overexpression vectors pBI121-PbCOP1.1 and pBI121-PbCOP1.2 were constructed to analyze their effects on anthocyanin synthesis in pear fruit. A protein sequence alignment and phylogenetic tree analysis revealed that PbCOP1 proteins are highly homologous with those of other species. An analysis of tissue differential expression showed that the greatest expression levels of PbCOP1s occurred in the leaves. Their expression levels increased in the leaves during development, when the leaves changed from red to green. The overexpression of PbCOP1s in the peel resulted in reduced anthocyanin synthesis at the injection sites. A quantitative PCR analysis of the injection sites showed that PbCOP1.1 significantly inhibited the expression of the anthocyanin synthesis-related genes CHI, DFR, UFGT2, bHLH3, HY5 and GST. Based on the above results, we hypothesize that PbCOP1.1 is an anthocyanin synthetic inhibitory factor of pear coloration.

scholarly journals Mapping and Identifying a Candidate Gene Plr4, a Recessive Gene Regulating Purple Leaf in Rice, by Using Bulked Segregant and Transcriptome Analysis with Next-Generation Sequencing

2019 ◽  
Vol 20 (18) ◽  
pp. 4335 ◽  
Author(s):  
Ju Gao ◽  
Gaoxing Dai ◽  
Weiyong Zhou ◽  
Haifu Liang ◽  
Juan Huang ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Anthocyanin Biosynthesis ◽  
Bulked Segregant Analysis ◽  
Recessive Gene ◽  
Leaf Traits ◽  
Anthocyanin Synthesis ◽  
Genetic Characteristics ◽  
Specific Organ ◽  
Flower Organs ◽  
Purple Leaf

The anthocyanin biosynthesis of rice is a major concern due to the potential nutritional value. Purple appears in various organs and tissues of rice such as pericarp, flower organs, leaves, leaf sheaths, internodes, ligules, apex, and stigma. At present, there are many studies on the color of rice pericarp, but the gene and mechanism of other organs such as leaves are still unclear, and the gene regulatory network of specific organ coloring has not been systematically understood. In this study, genetic analysis demonstrated that the purple leaf traits of rice were regulated by a recessive gene. The green leaf cultivar Y58S and purple leaf cultivar XianHongB were used to construct the mapping population. A set of near isogenicline (NIL) (BC3F1) was bred via crossing and back-crossing. The generations of BC3F2 appeared to separate four phenotypes, pl1, pl2, pl3, and pl4, due to the occurrence of a purple color in different organs. We constructed three bulked segregant analysis (BSA) pools (pl1–pl2, pl1–pl3, and pl1–pl4) by using the separated generations of BC3F5 and mapped the purple leaf gene plr4 to the vicinity of 27.9–31.1 Mb on chromosome 4. Subsequently, transcriptome sequencing (RNA-Seq) for pl3 and pl2 was used to analyze the differentially expressed genes in the localization interval, where 12 unigenes exhibited differential expression in which two genes (Os04g0577800, Os04g0616400) were downregulated. The two downregulated genes (Os04g0577800 and Os04g0616400) are possible candidate genes because of the recessive genetic characteristics of the purple leaf genes. These results will facilitate the cloning of plr4 and illustrate the molecular mechanisms of the anthocyanin synthesis pathway.

scholarly journals Small Auxin Up RNAs influence the distribution of indole-3-acetic acid and play a potential role in increasing seed size in Euryale ferox Salisb.

2020 ◽  
Author(s):  
Zhiheng Huang ◽  
Ke Bao ◽  
Zonghui Jin ◽  
Qian Wang ◽  
Huifang Duan ◽  
...  
Keyword(s):  
Acetic Acid ◽  
Seed Size ◽  
Molecular Mechanisms ◽  
Potential Role ◽  
Growth Stages ◽  
Transduction Pathway ◽  
Rna Seq ◽  
Market Growth ◽  
Euryale Ferox ◽  
Indole 3 Acetic Acid

Abstract Background: Aquatic Euryale ferox Salisb. is an economically important crop in China and India. Unfortunately, low yield limitations seriously hinder market growth. Unveiling the control of seed size is of remarkable importance in improvement of crops. Here, we generated a new hybrid line (HL) with larger seeds by crossing South Gordon Euryale and North Gordon Euryale (WT) which hasn’t been reported before. However, the functional genes and molecular mechanisms controlling the seed size in Euryale ferox Salisb. remain unclear. In this study, we focused on the exploration of candidate regulatory genes participated in regulating seed size by investigating the new hybrid generation. Results: Both concentration and localization of indole-3-acetic acid (IAA) at two growth stages of fruits of WT and HL were detected by LC-MS and immunofluorescence. Although IAA content between the two lines did not differ, IAA distribution was significantly different. To elucidate the mechanism and to seek the key genes underlying this difference, RNA-seq was performed on young fruits at the two selected growth stages, and differentially expressed genes related to the auxin transduction pathway were selected for further analysis. Conclusion: Hybrid Euryale ferox Salisb. expressed significant heterosis, resulting in non-prickly, thin-coated, large seeds, which accounted for the significantly larger yield of HL than that of WT. Our study indicated that Small Auxin Up RNAs (SAURs) -mediated localization of IAA regulates seed size in Euryale ferox Salisb. We found that some SAURs may act as a positive mediator of the auxin transduction pathway, thereby contributing to the observed heterosis.

scholarly journals Identification of lncRNAs associated with the pathogenesis of ankylosing spondylitis

2020 ◽  
Author(s):  
Dan Huang ◽  
Jian Liu ◽  
Lei Wan ◽  
Yanyan Fang ◽  
Yan Long ◽  
...  
Keyword(s):  
Ankylosing Spondylitis ◽  
Autoimmune Disease ◽  
Control Patient ◽  
Pearson Correlation ◽  
Expression Patterns ◽  
Rna Seq ◽  
Peripheral Blood Mononuclear ◽  
Lncrna Expression ◽  
Qrt Pcr ◽  
And Control

Abstract Background Ankylosing spondylitis (AS) is a chronic autoimmune disease affecting the sacroiliac joint. To date, few studies have examined the association between long non-coding RNAs (lncRNAs) and AS pathogenesis. As such, we herein sought to characterize patterns of AS-related lncRNA expression and to evaluate the potential role played by these lncRNAs in this complex autoimmune context. Methods We conducted an RNA-seq analysis of peripheral blood mononuclear cell samples isolated from five AS patients and corresponding controls. These data were then leveraged to characterize AS-related lncRNA expression patterns. We further conducted GO and KEGG enrichment analyses of the parental genes encoding these lncRNAs, and we confirmed the validity of our RNA-seq data by assessing the expression of six lncRNAs via qRT-PCR in 15 AS and control patient samples. Pearson correlation analyses were additionally employed to examine the associations between the expression levels of these six lncRNAs and patient clinical index values. Results We detected 56575 total lncRNAs in AS and control patient samples during our initial RNA-seq analysis, of which 200 and 70 were found to be up- and down-regulated (FC > 2 or < 0.05; P < 0.05), respectively, in AS samples relative to controls. In qRT-PCR validation assays, we confirmed the significant upregulation of NONHSAT118801.2, ENST00000444046, and NONHSAT183847.1 and the significant downregulation of NONHSAT205110.1, NONHSAT105444.2, and NONHSAT051856.2 in AS patient samples. We further found the expression of NONHSAT118801.2 and NONHSAT183847.1 to be positively correlated with disease severity. Conclusion Overall, our findings highlight several lncRNAs that are specifically expressed in the context of AS, indicating that they may play key functions in the pathogenesis of this autoimmune disease. Specifically, we determined that NONHSAT118801.2 and NONHSAT183847.1 may be valuable biomarkers of AS.

Beyond mRNAs and Mirnas: Unraveling the Full-Spectrum of the Normal Human Platelet Transcriptome Through Next-Generation Sequencing

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3298-3298 ◽  
Author(s):  
Eric R. Londin ◽  
Eleftheria Hatzimichael ◽  
Phillipe Loher ◽  
Yue Zhao ◽  
Yi Jing ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Conflicts Of Interest ◽  
Expression Profiles ◽  
Pearson Correlation ◽  
Critical Role ◽  
Ltr Retrotransposons ◽  
Rna Seq ◽  
Ensembl Database ◽  
Protein Coding ◽  
Protein Coding Genes

Abstract Abstract 3298 The anucleate platelets play a critical role in the formation of thrombi and prevention of bleeding. While the repertoire of platelet transcripts is a reflection of the megakaryocyte at the time of platelet differentiation, post-transcriptional events are known to occur. Furthermore, a strong correlation between the expressed mRNAs and proteome has been identified. Having a complete understanding of the platelet transcriptome is important for generating insights into the genetic basis of platelet disease traits. To capture the complexity of the platelet transcriptome, we performed RNA sequencing (RNA-seq) in leukocyte-depleted platelets from 10 males, with median age of 24.5 yrs and unremarkable medical history. Their short and long RNA platelet transcriptomes were analyzed on the SOLiD 5500xl sequencing platform. We generated ∼3.5 billion sequence reads ∼40% of which could be mapped uniquely to the human genome. Our analysis revealed that ∼9,000 distinct protein-coding mRNAs and ∼800 microRNAs (miRNAs) were present in the transcriptome of each of the 10 sequenced individuals. Comparison of the levels of mRNA expression across the 10 individuals showed an exceptional level of consistency with pair-wise Pearson correlation values ≥0.98. The miRNA expression profiles across the 10 individuals showed a similar consistency with pair-wise Pearson correlation values ≥0.98. Surprisingly, we found that these mRNAs and miRNAs accounted for a little over 1/2 of all of the uniquely mapped sequence reads suggesting the abundant presence of additional non-protein coding RNA (ncRNA) transcripts. Using the annotated entries of the latest release of the ENSEMBL database, we investigated the genetic make-up of these other transcripts. We found that ∼25% of each individual's uniquely mapped reads corresponded to non-protein coding transcripts from mRNA-coding loci. These reads accounted for more than 10,000 distinct such transcripts. In addition, each of the individuals in our cohort expressed an average of ∼1,500 pseudogenes and ∼200 long intergenic non-coding RNAs (lincRNAs). The short RNA profiles of the ten individuals revealed an abundance of diverse categories of ncRNAs including the signal recognition particle RNA (srpRNA), small nuclear RNA (snRNA) and small cytoplasmic RNAs (scRNA). These ncRNAs are involved in the processing of pre-mRNAs and their presence and prevalence in the anucleate platetet suggests the existence of a complex network of mRNA processing that persists after the megakaryocyte fragmentation. We also investigated the RNA-omes of the ten individuals for evidence of transcription of the pyknon category of ncRNAs. Pyknons are of particular interest because each has numerous intergenic and intronic copies whereas nearly all known human protein-coding genes contain one or more pyknons in their mRNA. Recent experimental work has shown that intergenic instances of the pyknons are transcribed in a tissue- and cell-state specific manner. An average of ∼100,000 pyknons are transcribed in each of the 10 sequenced individuals suggesting the possibility of a far-reaching network of interactions that link exonic space to distant non-exonic regions and are active in platelets. Lastly, we found that a large variety of distinct repeat element categories are expressed in the RNA-omes (both short and long) of these individuals. Among the most abundantly represented categories of repeat elements were DNA transposons, long terminal repeat (LTR) retrotransposons, and non-LTR retrotransposons such as long interspersed elements (LINEs) and short interspersed elements (SINEs). In summary, our RNA-seq analyses have revealed a spectrum of platelet transcripts that transcends protein-coding genes and miRNAs. Indeed, the transcripts that have their source in genomic features not previously discussed or analyzed in the platelet context represent a very significant portion of all platelet transcripts. This in turn suggests an unanticipated richness, and presumably commensurate complexity, for the platelet transcriptome. While the role of these novel non-protein coding RNAs is currently unknown it is expected that at least some of them may be of functional significance which will in turn permit a better understanding of the molecular mechanisms that regulate platelet physiology and may contribute to processes beyond thrombosis and hemostasis. Disclosures: No relevant conflicts of interest to declare.

scholarly journals Transcriptomic dynamics changes in development of carmine radish (Raphanus sativus L.) fleshy roots using RNA-seq method

2019 ◽  
Author(s):  
Jian Gao ◽  
Mao Luo ◽  
Yi Liu ◽  
Fabo Chen ◽  
Hua Peng ◽  
...  
Keyword(s):  
Candidate Genes ◽  
Raphanus Sativus ◽  
Anthocyanin Biosynthesis ◽  
Profile Analysis ◽  
Development Stage ◽  
Seedling Stage ◽  
Anthocyanin Synthesis ◽  
Rna Seq ◽  
Vegetable Crop ◽  
Raphanus Sativus L

Abstract Radish ( Raphanus sativus L.), belonging to biennial root vegetable crop of Brassicaceae family, is an economically important vegetable crop with an edible taproot. Recently, most of differential expressed genes associating with anthocyanin biosynthesis have been identified in most of important fruit crops. However, transcriptome analysis of anthocyanin biosynthesis and expression of anthocyanin biosynthesis related genes in ‘Hongxin’ radish have not been fully investigated. Here, based on results from HPLC analysis, young fleshy roots obtained from the dynamics development stage of fleshy roots in carmine radish ‘Hongxin 1’ was used for RNA-Seq, including fleshy roots from seedling stage (SS), initial expansion (IE), full-expansion (FE), bolting stage (BS), initial flowering stage (IFS); full-bloom stage (FBS) and podding stage (PS). Subsequently, the putative candidate genes involved in the dynamics development stage of fleshy roots in carmine radish were identified. After that, DGE (differential gene expression) profile analysis was used to identify the pupative transcripts, compared with fleshy roots from seedling stage (SS). In addition, co-modulated DEGs (Common DEGs in the dynamic growing stages of fleshyroot in carmine radish) were also identified, from which most DGEs were more likely to participate in anthocyanin biosynthesis, including two transcription factors RsMYB and Rs RZFP . In addition, some related proteins e.g. RsCHS , RsDFR , RsANS , RsF’3H , RsF3GGT1 , Rs3AT1 , glutathione S-transferase F12, RsUFGT78D2-like and RsUDGT-75C1-like were significantly contributed to the regulatory mechanism during anthocyanin synthesis in the development stage of fleshy roots. Furthermore, GO terms comprised of “anthocyanin-containing compound biosynthetic process” and “anthocyanin-containing compound metabolic process” were commonly overrepresented in the other dynamics growing stages of fleshy roots after initial expansion of fleshy roots. Moreover, these results indicated that five significantly enrichment pathways of DEG were identified for the dynamics growing stages of fleshy roots in carmine radish, including Flavonoid biosynthesis, Flavone and flavonol biosynthesis, Diterpenoid biosynthesis, Anthocyanin biosynthesis, as well as Benzoxazinoid biosynthesis. These results will expand our understanding of complex molecular mechanism of the putative candidate genes involved in the dynamics development stage of fleshyroot in carmine radish.

scholarly journals Identification of lncRNAs associated with the pathogenesis of ankylosing spondylitis

2021 ◽  
Author(s):  
Dan Huang ◽  
Jian Liu ◽  
Lei Wan ◽  
Yanyan Fang ◽  
Yan Long ◽  
...  
Keyword(s):  
Ankylosing Spondylitis ◽  
Autoimmune Disease ◽  
Control Patient ◽  
Pearson Correlation ◽  
Expression Patterns ◽  
Rna Seq ◽  
Peripheral Blood Mononuclear ◽  
Lncrna Expression ◽  
Qrt Pcr ◽  
And Control

Abstract Background: Ankylosing spondylitis (AS) is a chronic autoimmune disease affecting the sacroiliac joint. To date, few studies have examined the association between long non-coding RNAs (lncRNAs) and AS pathogenesis. As such, we herein sought to characterize patterns of AS-related lncRNA expression and to evaluate the potential role played by these lncRNAs in this complex autoimmune context. Methods: We conducted a RNA-seq analysis of peripheral blood mononuclear cell (PBMC) samples isolated from five AS patients and corresponding controls. These data were then leveraged to characterize AS-related lncRNA expression patterns. We further conducted GO and KEGG enrichment analyses of the parental genes encoding these lncRNAs, and we confirmed the validity of our RNA-seq data by assessing the expression of six lncRNAs via qRT-PCR in 15 AS and control patient samples. Pearson correlation analyses were additionally employed to examine the associations between the expression levels of these six lncRNAs and patient clinical index values. Results: We detected 56575 total lncRNAs in AS and control patient samples during our initial RNA-seq analysis, of which 200 and 70 were found to be up- and down-regulated (FC > 2 or < 0.05; P<0.05), respectively, in AS samples relative to controls. In qRT-PCR validation assays, we confirmed the significant upregulation of NONHSAT118801.2, ENST00000444046, and NONHSAT183847.1 and the significant downregulation of NONHSAT205110.1, NONHSAT105444.2, and NONHSAT051856.2 in AS patient samples. We further found the expression of NONHSAT118801.2 and NONHSAT183847.1 to be positively correlated with disease severity. Conclusion: Overall, our findings highlight several lncRNAs that are specifically expressed in PBMCs of AS patients, indicating that they may play key functions in the pathogenesis of this autoimmune disease. Specifically, we determined that NONHSAT118801.2 and NONHSAT183847.1 may influence the occurrence and development of AS.

scholarly journals Identification of lncRNAs associated with the pathogenesis of ankylosing spondylitis

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Dan Huang ◽  
Jian Liu ◽  
Lei Wan ◽  
Yanyan Fang ◽  
Yan Long ◽  
...  
Keyword(s):  
Ankylosing Spondylitis ◽  
Autoimmune Disease ◽  
Control Patient ◽  
Pearson Correlation ◽  
Expression Patterns ◽  
Rna Seq ◽  
Peripheral Blood Mononuclear ◽  
Lncrna Expression ◽  
Qrt Pcr ◽  
And Control

Abstract Background Ankylosing spondylitis (AS) is a chronic autoimmune disease affecting the sacroiliac joint. To date, few studies have examined the association between long non-coding RNAs (lncRNAs) and AS pathogenesis. As such, we herein sought to characterize patterns of AS-related lncRNA expression and to evaluate the potential role played by these lncRNAs in this complex autoimmune context. Methods We conducted a RNA-seq analysis of peripheral blood mononuclear cell (PBMC) samples isolated from five AS patients and corresponding controls. These data were then leveraged to characterize AS-related lncRNA expression patterns. We further conducted GO and KEGG enrichment analyses of the parental genes encoding these lncRNAs, and we confirmed the validity of our RNA-seq data by assessing the expression of six lncRNAs via qRT-PCR in 15 AS and control patient samples. Pearson correlation analyses were additionally employed to examine the associations between the expression levels of these six lncRNAs and patient clinical index values. Results We detected 56,575 total lncRNAs in AS and control patient samples during our initial RNA-seq analysis, of which 200 and 70 were found to be up- and down-regulated (FC > 2 or < 0.05; P < 0.05), respectively, in AS samples relative to controls. In qRT-PCR validation assays, we confirmed the significant upregulation of NONHSAT118801.2, ENST00000444046, and NONHSAT183847.1 and the significant downregulation of NONHSAT205110.1, NONHSAT105444.2, and NONHSAT051856.2 in AS patient samples. We further found the expression of NONHSAT118801.2 and NONHSAT183847.1 to be positively correlated with disease severity. Conclusion Overall, our findings highlight several lncRNAs that are specifically expressed in PBMCs of AS patients, indicating that they may play key functions in the pathogenesis of this autoimmune disease. Specifically, we determined that NONHSAT118801.2 and NONHSAT183847.1 may influence the occurrence and development of AS.

scholarly journals The Light-Induced WD40-Repeat Transcription Factor DcTTG1 Regulates Anthocyanin Biosynthesis in Dendrobium candidum

2021 ◽  
Vol 12 ◽  
Author(s):  
Ning Jia ◽  
Jingjing Wang ◽  
Yajuan Wang ◽  
Wei Ye ◽  
Jiameng Liu ◽  
...  
Keyword(s):  
Transcription Factor ◽  
Molecular Mechanisms ◽  
Anthocyanin Biosynthesis ◽  
Raw Material ◽  
Anthocyanin Synthesis ◽  
Anthocyanin Content ◽  
Anthocyanin Accumulation ◽  
Wd40 Repeat ◽  
Strong Light ◽  
Dendrobium Candidum

Dendrobium candidum is used as a traditional Chinese medicine and as a raw material in functional foods. D. candidum stems are green or red, and red stems are richer in anthocyanins. Light is an important environmental factor that induces anthocyanin accumulation in D. candidum. However, the underlying molecular mechanisms have not been fully unraveled. In this study, we exposed D. candidum seedlings to two different light intensities and found that strong light increased the anthocyanin content and the expression of genes involved in anthocyanin biosynthesis. Through transcriptome profiling and expression analysis, we identified a WD40-repeat transcription factor, DcTTG1, whose expression is induced by light. Yeast one-hybrid assays showed that DcTTG1 binds to the promoters of DcCHS2, DcCHI, DcF3H, and DcF3′H, and a transient GUS activity assay indicated that DcTTG1 can induce their expression. In addition, DcTTG1 complemented the anthocyanin deficiency phenotype of the Arabidopsis thaliana ttg1-13 mutant. Collectively, our results suggest that light promotes anthocyanin accumulation in D. candidum seedlings via the upregulation of DcTTG1, which induces anthocyanin synthesis-related gene expression.

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