scholarly journals Genetic Basis of Follicle Development in Dazu Black Goat by Whole-Transcriptome Sequencing

Animals ◽  
2021 ◽  
Vol 11 (12) ◽  
pp. 3536
Author(s):  
Lu Xu ◽  
Chengli Liu ◽  
Risu Na ◽  
Weiyi Zhang ◽  
Yongmeng He ◽  
...  
Keyword(s):  
Genetic Basis ◽  
Developmental Stages ◽  
Noncoding Rnas ◽  
Circular Rnas ◽  
Follicle Development ◽  
Messenger Rnas ◽  
Molecular Binding ◽  
Whole Transcriptome Sequencing ◽  
Competing Endogenous Rnas ◽  
Whole Transcriptome

The follicle development (FD) is an important factor determining litter size in animals. Recent studies have found that noncoding RNAs (ncRNAs) play an important role in FD. In particular, the role of the regulatory mechanism of competing endogenous RNAs (ceRNAs) that drive FD has attracted increasing attention. Therefore, this study explored the genetic basis of goat FD by obtaining the complete follicular transcriptome of Dazu black goats at different developmental stages. Results revealed that 128 messenger RNAs (mRNAs), 4 long noncoding RNAs (lncRNAs), 49 microRNAs (miRNAs), and 290 circular RNAs (circRNAs) were significantly differentially expressed (DE) between large and small follicles. Moreover, DEmRNAs were enriched in many signaling pathways related to FD, as well as GO terms related to molecular binding and enzyme activity. Based on the analysis of the ceRNA network (CRN), 34 nodes (1 DElncRNAs, 10 DEcircRNAs, 14 DEmiRNAs, and 9 DEmRNAs) and 35 interactions (17 DEcircRNAs–DEmRNAs, 2 DElncRNAs–DEmiRNAs, and 16 DEmRNA–DEmiRNAs) implied that the CRN could be involved in the FD of goats. In conclusion, we described gene regulation by DERNAs and lncRNA/circRNA–miRNA–mRNA CRNs in the FD of goats. This study provided insights into the genetic basis of FD in precise transcriptional regulation.

scholarly journals Whole-transcriptome RNA sequencing reveals the global molecular responses and ceRNA regulatory network of mRNAs, lncRNAs, miRNAs and circRNAs in response to Cu toxicity in Ziyang xiangcheng (Citrus junos Sieb. ex Tanaka)

2019 ◽  
Author(s):  
xing-zheng fu ◽  
Xiao-Yong Zhang ◽  
Jie-Ya Qiu ◽  
Xue Zhou ◽  
Meng Yuan ◽  
...  
Keyword(s):  
Regulatory Network ◽  
Enrichment Analysis ◽  
Circular Rnas ◽  
Potential Threat ◽  
Cu Toxicity ◽  
Citrus Junos ◽  
Whole Transcriptome Sequencing ◽  
Competing Endogenous Rnas ◽  
Citrus Production ◽  
Whole Transcriptome

Abstract Background Copper (Cu) toxicity has become a potential threat for citrus production, but little is known about related mechanisms. This study aims to uncover the global landscape of mRNAs, long non-coding RNAs (lncRNAs), circular RNAs (circRNAs) and microRNAs (miRNAs) in response to Cu toxicity so as to construct a regulatory network of competing endogenous RNAs (ceRNAs) and to provide valuable knowledge pertinent to Cu response in citrus. Results Tolerance of four commonly used rootstocks to Cu toxicity was evaluated, and ‘Ziyang Xiangcheng’ (Citrus junos ) was found to be the most tolerant genotype. Then the roots and leaves sampled from ‘Ziyang Xiangcheng’ with or without Cu treatment were used for whole-transcriptome sequencing. In total, 5734 and 222 mRNAs, 164 and 5 lncRNAs, 45 and 17 circRNAs, and 147 and 130 miRNAs were identified to be differentially expressed (DE) in Cu-treated roots and leaves, respectively, in comparison with the control. Gene ontology enrichment analysis showed that most of the DEmRNAs and targets of DElncRNAs and DEmiRNAs were annotated to the categories of ‘oxidation-reduction’, ‘phosphorylation’, ‘membrane’, and ‘ion binding’. The ceRNA network was then constructed with the predicted pairs of DEmRNAs-DEmiRNAs and DElncRNAs-DEmiRNAs, which further revealed regulatory roles of these DERNAs in Cu toxicity. Conclusions A large number of mRNAs, lncRNAs, circRNAs, and miRNAs in ‘Ziyang Xiangcheng’ were altered in response to Cu toxicity, which may play crucial roles in mitigation of Cu toxicity through the ceRNA regulatory network in this Cu-tolerant rootstock.

Competing Endogenous RNAs in Hepatocellular Carcinoma—The Pinnacle of Rivalry

2019 ◽  
Vol 39 (04) ◽  
pp. 463-475 ◽  
Author(s):  
Abdelrahman Yousry Afify ◽  
Salma Abdulmaqsoud Ibrahim ◽  
Mennah Hisham Aldamsisi ◽  
Mai Saad Zaghloul ◽  
Nada El-Ekiaby ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Noncoding Rnas ◽  
Circular Rnas ◽  
Solo Performance ◽  
Regulatory Pathways ◽  
Small Noncoding Rnas ◽  
Posttranscriptional Gene Regulation ◽  
Competing Endogenous Rnas ◽  
Genomic Regulation

AbstractThe role of noncoding transcripts in gene expression is nowadays acknowledged to keep various diseases at bay—despite being referred to as “junk” DNA several years ago. Believed to be at the heart of multiple regulatory pathways, microRNAs (miRNAs) are small noncoding RNAs (ncRNAs) involved in posttranscriptional gene regulation. Recently, the discovery of ncRNAs that compete for shared miRNA pools has dimmed the light on the solo performance of miRNAs in genomic regulation. Indeed, several studies describe RNAs such as long noncoding RNAs, mRNAs, circular RNAs, pseudogenes, and viral RNAs as competing endogenous RNAs (ceRNAs) that sequester miRNAs, allowing for de-repression of downstream miRNA targets. Such integration between coding and noncoding transcripts forms complex ceRNA networks that when dysregulated lead to several diseases such as hepatocellular carcinoma. Here, the authors review perturbed ceRNA networks in hepatocellular carcinoma, describe the role of each in tumorigenesis, and discuss their various clinical implications.

scholarly journals Significance of Sex Differences in ncRNAs Expression and Function in Pregnancy and Related Complications

Biomedicines ◽  
2021 ◽  
Vol 9 (11) ◽  
pp. 1509
Author(s):  
Rosaria Varì ◽  
Beatrice Scazzocchio ◽  
Tiziana Filardi ◽  
Anna Citarella ◽  
Maria Bellenghi ◽  
...  
Keyword(s):  
Developmental Stages ◽  
Noncoding Rnas ◽  
Circular Rnas ◽  
Sexually Dimorphic ◽  
Fetal Sex ◽  
Complex Interactions ◽  
Physiological Processes ◽  
Different Types ◽  
And Function ◽  
In Pregnancy

In the era of personalized medicine, fetal sex-specific research is of utmost importance for comprehending the mechanisms governing pregnancy and pregnancy-related complications. In recent times, noncoding RNAs (ncRNAs) have gained increasing attention as critical players in gene regulation and disease pathogenesis, and as candidate biomarkers in human diseases as well. Different types of ncRNAs, including microRNAs (miRNAs), piwi-interacting RNAs (piRNAs), long noncoding RNAs (lncRNAs), and circular RNAs (circRNAs), participate in every step of pregnancy progression, although studies taking into consideration fetal sex as a central variable are still limited. To date, most of the available data have been obtained investigating sex-specific placental miRNA expression. Several studies revealed that miRNAs regulate the (patho)-physiological processes in a sexually dimorphic manner, ensuring normal fetal development, successful pregnancy, and susceptibility to diseases. Moreover, the observation that ncRNA profiles differ according to cells, tissues, and developmental stages of pregnancy, along with the complex interactions among different types of ncRNAs in regulating gene expression, strongly indicates that more studies are needed to understand the role of sex-specific ncRNA in pregnancy and associated disorders.

scholarly journals Whole-transcriptome sequencing of knee joint cartilage from osteoarthritis patients

2019 ◽  
Vol 8 (7) ◽  
pp. 290-303 ◽  
Author(s):  
H. Li ◽  
H. H. Yang ◽  
Z. G. Sun ◽  
H. B. Tang ◽  
J. K. Min
Keyword(s):  
Knee Joint ◽  
Transcriptome Sequencing ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Noncoding Rnas ◽  
Differentially Expressed ◽  
Cartilage Tissue ◽  
Joint Cartilage ◽  
Whole Transcriptome Sequencing ◽  
Whole Transcriptome

Objectives The aim of this study was to provide a comprehensive understanding of alterations in messenger RNAs (mRNAs), long noncoding RNAs (lncRNAs), and circular RNAs (circRNAs) in cartilage affected by osteoarthritis (OA). Methods The expression profiles of mRNAs, lncRNAs, and circRNAs in OA cartilage were assessed using whole-transcriptome sequencing. Bioinformatics analyses included prediction and reannotation of novel lncRNAs and circRNAs, their classification, and their placement into subgroups. Gene ontology and pathway analysis were performed to identify differentially expressed genes (DEGs), differentially expressed lncRNAs (DELs), and differentially expressed circRNAs (DECs). We focused on the overlap of DEGs and targets of DELs previously identified in seven high-throughput studies. The top ten DELs were verified by quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) in articular chondrocytes, both in vitro and in vivo. Results In total, 739 mRNAs, 1152 lncRNAs, and 42 circRNAs were found to be differentially expressed in OA cartilage tissue. Among these, we identified 18 overlapping DEGs and targets of DELs, and the top ten DELs were screened by expression profile analysis as candidate OA-related genes. WISP2, ATF3, and CHI3L1 were significantly increased in both normal versus OA tissues and normal versus interleukin (IL)-1β-induced OA-like cell models, while ADAM12, PRELP, and ASPN were shown to be significantly decreased. Among the identified DELs, we observed higher expression of ENST00000453554 and MSTRG.99593.3, and lower expression of MSTRG.44186.2 and NONHSAT186094.1 in normal versus OA cells and tissues. Conclusion This study revealed expression patterns of coding and noncoding RNAs in OA cartilage, which added sets of genes and noncoding RNAs to the list of candidate diagnostic biomarkers and therapeutic agents for OA patients. Cite this article: H. Li, H. H. Yang, Z. G. Sun, H. B. Tang, J. K. Min. Whole-transcriptome sequencing of knee joint cartilage from osteoarthritis patients. Bone Joint Res 2019;8:290–303. DOI: 10.1302/2046-3758.87.BJR-2018-0297.R1.

scholarly journals Identification and characterization of circRNAs in the skin during wool follicle development in Aohan fine wool sheep

2020 ◽  
Author(s):  
Ranran Zhao ◽  
Nan Liu ◽  
Fuhui Han ◽  
Hegang Li ◽  
Jifeng Liu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Future Research ◽  
Circular Rnas ◽  
Follicle Development ◽  
Rna Seq ◽  
Ampk Signaling ◽  
Competitive Endogenous Rnas ◽  
Wool Follicle ◽  
Sheep Shoulder

Abstract Background: Aohan fine wool sheep (AFWS) is a historically bred fine wool sheep, cultivated in China. The wool has excellent quality and good textile performance. Investigating the molecular mechanisms that regulate wool growth is important to improve wool quality and yield. Circular RNAs (circRNAs) are non-coding RNAs that are widely expressed, and can act as a competitive endogenous RNAs (ceRNAs) to bind to miRNAs. Although circRNAs have been studied in many fields, research on their activity in sheep wool follicles is limited. To understand the regulation of circRNAs in the growth of fine wool in sheep, we used RNA-seq to identify circRNAs in sheep shoulder skin samples at three developmental stages: embryonic day 90 (E90d), embryonic day 120 (E120d), and at birth (Birth). Results: We identified 8,753 circRNAs and found that 918 were differentially-expressed. We then analyzed the classification and characteristic of the circRNAs in sheep shoulder skin. Using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG), we identified the source genes of circRNAs, which were mainly enriched in cellular component organization, regulation of primary metabolic processes, tight junctions, and the cGMP-PKG and AMPK signaling pathways. In addition, we predict interactions between 17 circRNAs and eight miRNAs, using miRanda software. Based on the significant pathways, we speculate that circ_0005720, circ_0001754, circ_0008036, circ_0004032, circ_0005174, circ_0005519, circ_0007826 might play an important role in regulating wool follicle growth in AFWS. Seven circRNAs were randomly selected, and have validated the results of the RNA-seq by qRT-PCR. Conclusion: Our results provide more information about circRNAs in regulating wool follicle development in AFWS, and establish a solid foundation for future research.

scholarly journals Identification and characterization of melon circular RNAs involved in powdery mildew responses through comparative transcriptome analysis

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e11216
Author(s):  
Jianlei Sun ◽  
Yumei Dong ◽  
Chongqi Wang ◽  
Shouhua Xiao ◽  
Zigao Jiao ◽  
...  
Keyword(s):  
Powdery Mildew ◽  
Regulation Of Gene Expression ◽  
Circular Rnas ◽  
Abiotic And Biotic Stresses ◽  
Biotic Stresses ◽  
Oxidation Reduction ◽  
Whole Transcriptome Sequencing ◽  
Intergenic Regions ◽  
Whole Transcriptome

Circular RNAs (circRNAs) are a class of newly discovered non-coding RNAs that are typically derived from a genome’s exonic, intronic, and intergenic regions. Recent studies of circRNAs in animals and plants have shown that circRNAs are vital in response to various abiotic and biotic stresses. Powdery mildew disease (PM) is a serious fungal disease threatening the melon industry. We performed whole transcriptome sequencing using the leaves of a PM-resistant (M1) and a PM-susceptible (B29) melon to identify circRNAs and determine their molecular functions. A total of 303 circRNAs were identified and >50% circRNAs were derived from exonic regions. Expression levels were significantly altered in 17 and 23 circRNAs after PM infections in B29 and M1, respectively. Melon circRNAs may participate in the response to biotic stimuli, oxidation reduction, metabolic processes, and the regulation of gene expression based on the functional annotation of circRNA parental genes. Furthermore, 27 circRNAs were predicted to be potential targets or ‘sponges’ for 18 microRNAs (miRNAs). Our results are the first to identify and characterize circRNA functions in melon and may contribute to a better understanding of the role and regulatory mechanisms of circRNAs in resisting PM.

scholarly journals Identification and characterization of circRNAs in the skin during wool follicle development in Aohan fine wool sheep

2020 ◽  
Author(s):  
Ranran Zhao ◽  
Nan Liu ◽  
Fuhui Han ◽  
Hegang Li ◽  
Jifeng Liu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Developmental Stages ◽  
Future Research ◽  
Circular Rnas ◽  
Follicle Development ◽  
Rna Seq ◽  
Ampk Signaling ◽  
Competitive Endogenous Rnas ◽  
Wool Follicle ◽  
Sheep Shoulder

Abstract Background: Aohan fine wool sheep (AFWS) is a historically bred fine wool sheep, cultivated in China. The wool has excellent quality and good textile performance. Investigating the molecular mechanisms that regulate wool growth is important to improve wool quality and yield. Circular RNAs (circRNAs) are non-coding RNAs that are widely expressed, and can act as a competitive endogenous RNAs (ceRNAs) to bind to miRNAs. Although circRNAs have been studied in many fields, research on their activity in sheep wool follicles is limited. To understand the regulation of circRNAs in the growth of fine wool in sheep, we used RNA-seq to identify circRNAs in sheep shoulder skin samples at three developmental stages: embryonic day 90 (E90d), embryonic day 120 (E120d), and at birth (Birth). Results: We identified 8,753 circRNAs and found that 918 were differentially-expressed. We then analyzed the classification and characteristic of the circRNAs in sheep shoulder skin. Using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG), we identified the source genes of circRNAs, which were mainly enriched in cellular component organization, regulation of primary metabolic processes, tight junctions, and the cGMP-PKG and AMPK signaling pathways. In addition, we predict interactions between 17 circRNAs and eight miRNAs, using miRanda software. Based on the significant pathways, we speculate that circ_0005720, circ_0001754, circ_0008036, circ_0004032, circ_0005174, circ_0005519, circ_0007826 might play an important role in regulating wool follicle growth in AFWS. Seven circRNAs were randomly selected, and have validated the results of the RNA-seq by qRT-PCR. Conclusion: Our results provide more information about circRNAs in regulating wool follicle development in AFWS, and establish a solid foundation for future research.

scholarly journals Whole-transcriptome RNA sequencing reveals the global molecular responses and ceRNA regulatory network of mRNAs, lncRNAs, miRNAs and circRNAs in response to copper toxicity in Ziyang Xiangcheng (Citrus junos Sieb. Ex Tanaka)

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Xing-Zheng Fu ◽  
Xiao-Yong Zhang ◽  
Jie-Ya Qiu ◽  
Xue Zhou ◽  
Meng Yuan ◽  
...  
Keyword(s):  
Regulatory Network ◽  
Copper Toxicity ◽  
Enrichment Analysis ◽  
Circular Rnas ◽  
Potential Threat ◽  
Cu Toxicity ◽  
Citrus Junos ◽  
Whole Transcriptome Sequencing ◽  
Citrus Production ◽  
Whole Transcriptome

Abstract Background Copper (Cu) toxicity has become a potential threat for citrus production, but little is known about related mechanisms. This study aims to uncover the global landscape of mRNAs, long non-coding RNAs (lncRNAs), circular RNAs (circRNAs) and microRNAs (miRNAs) in response to Cu toxicity so as to construct a regulatory network of competing endogenous RNAs (ceRNAs) and to provide valuable knowledge pertinent to Cu response in citrus. Results Tolerance of four commonly used rootstocks to Cu toxicity was evaluated, and ‘Ziyang Xiangcheng’ (Citrus junos) was found to be the most tolerant genotype. Then the roots and leaves sampled from ‘Ziyang Xiangcheng’ with or without Cu treatment were used for whole-transcriptome sequencing. In total, 5734 and 222 mRNAs, 164 and 5 lncRNAs, 45 and 17 circRNAs, and 147 and 130 miRNAs were identified to be differentially expressed (DE) in Cu-treated roots and leaves, respectively, in comparison with the control. Gene ontology enrichment analysis showed that most of the DEmRNAs and targets of DElncRNAs and DEmiRNAs were annotated to the categories of ‘oxidation-reduction’, ‘phosphorylation’, ‘membrane’, and ‘ion binding’. The ceRNA network was then constructed with the predicted pairs of DEmRNAs-DEmiRNAs and DElncRNAs-DEmiRNAs, which further revealed regulatory roles of these DERNAs in Cu toxicity. Conclusions A large number of mRNAs, lncRNAs, circRNAs, and miRNAs in ‘Ziyang Xiangcheng’ were altered in response to Cu toxicity, which may play crucial roles in mitigation of Cu toxicity through the ceRNA regulatory network in this Cu-tolerant rootstock.

scholarly journals Whole-Transcriptome Analysis of Preadipocyte and Adipocyte and Construction of Regulatory Networks to Investigate Lipid Metabolism in Sheep

2021 ◽  
Vol 12 ◽  
Author(s):  
Cheng Xiao ◽  
Tian Wei ◽  
Li Xiang Liu ◽  
Jian Qiang Liu ◽  
Chun Xin Wang ◽  
...  
Keyword(s):  
Regulatory Networks ◽  
Molecular Mechanisms ◽  
Adipocyte Differentiation ◽  
Sequence Data ◽  
Differentially Expressed ◽  
Mitogen Activated Protein Kinase ◽  
Circular Rnas ◽  
Peroxisome Proliferator ◽  
Messenger Rnas ◽  
Whole Transcriptome

Many local sheep breeds in China have poor meat quality. Increasing intramuscular fat (IMF) content can significantly improve the quality of mutton. However, the molecular mechanisms of intramuscular adipocyte formation and differentiation remain unclear. This study compared differences between preadipocytes and mature adipocytes by whole-transcriptome sequencing and constructed systematically regulatory networks according to the relationship predicted among the differentially expressed RNAs (DERs). Sequencing results showed that in this process, there were 1,196, 754, 100, and 17 differentially expressed messenger RNAs (mRNAs), long non-coding RNAs (lncRNAs), microRNAs (miRNAs), and circular RNAs (circRNAs), respectively. Gene Ontology analysis showed that most DERs enriched in Cell Part, Cellular Process, Biological Regulation, and Binding terms. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis found that the DERs primarily focused on Focal adhesion, phosphoinositide 3-kinase (PI3K)-Akt, mitogen-activated protein kinase (MAPK), peroxisome proliferator-activated receptor (PPAR) signaling pathways. Forty (40) DERs were randomly selected from the core regulatory network to verify the accuracy of the sequence data. The results of qPCR showed that the DER expression trend was consistent with sequence data. Four novel promising candidate miRNAs (miR-336, miR-422, miR-578, and miR-722) played crucial roles in adipocyte differentiation, and they also participated in multiple and important regulatory networks. We verified the expression pattern of the miRNAs and related pathways’ members at five time points in the adipocyte differentiation process (0, 2, 4, 6, 8, 10 days) by qPCR, including miR-336/ACSL4/LncRNA-MSTRG71379/circRNA0002331, miR-422/FOXO4/LncRNA-MSTRG54995/circRNA0000520, miR-578/IGF1/LncRNA-MSTRG102235/circRNA0002971, and miR-722/PDK4/LncRNA-MSTRG107440/circ RNA0002909. In this study, our data provided plenty of valuable candidate DERs and regulatory networks for researching the molecular mechanisms of sheep adipocyte differentiation and will assist studies in improving the IMF.

scholarly journals Long Non-coding RNAs and Circular RNAs: Insights Into Microglia and Astrocyte Mediated Neurological Diseases

2021 ◽  
Vol 14 ◽  
Author(s):  
Miaomiao Chen ◽  
Xingning Lai ◽  
Xifeng Wang ◽  
Jun Ying ◽  
Lieliang Zhang ◽  
...  
Keyword(s):  
Ischemia Reperfusion Injury ◽  
Neurological Diseases ◽  
Ischemia Reperfusion ◽  
Circular Rnas ◽  
Messenger Rnas ◽  
Cord Injury ◽  
Competing Endogenous Rnas ◽  
Inflammatory Phenotype ◽  
Neuron Damage ◽  
Non Coding Rnas

Microglia and astrocytes maintain tissue homeostasis in the nervous system. Both microglia and astrocytes have pro-inflammatory phenotype and anti-inflammatory phenotype. Activated microglia and activated astrocytes can contribute to several neurological diseases. Long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs), two groups of non-coding RNAs (ncRNAs), can function as competing endogenous RNAs (ceRNAs) to impair the microRNA (miRNA) inhibition on targeted messenger RNAs (mRNAs). LncRNAs and circRNAs are involved in various neurological disorders. In this review, we summarized that lncRNAs and circRNAs participate in microglia dysfunction, astrocyte dysfunction, neuron damage, and inflammation. Thereby, lncRNAs and circRNAs can positively or negatively regulate neurological diseases, including spinal cord injury (SCI), traumatic brain injury (TBI), ischemia-reperfusion injury (IRI), stroke, neuropathic pain, epilepsy, Parkinson’s disease (PD), multiple sclerosis (MS), and Alzheimer’s disease (AD). Besides, we also found a lncRNA/circRNA-miRNA-mRNA regulatory network in microglia and astrocyte mediated neurological diseases. Through this review, we hope to cast light on the regulatory mechanisms of lncRNAs and circRNAs in microglia and astrocyte mediated neurological diseases and provide new insights for neurological disease treatment.

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