scholarly journals Differentially expressed genes in the femur cartilage transcriptome clarify the understanding of femoral head separation in chickens

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Ludmila Mudri Hul ◽  
Adriana Mércia Guaratini Ibelli ◽  
Igor Ricardo Savoldi ◽  
Débora Ester Petry Marcelino ◽  
Lana Teixeira Fernandes ◽  
...  
Keyword(s):  
Articular Cartilage ◽  
Femoral Head ◽  
Transcriptome Analysis ◽  
Enrichment Analysis ◽  
Gene Set Enrichment Analysis ◽  
Differentially Expressed ◽  
Economic Losses ◽  
Rna Seq ◽  
Cellular Activation ◽  
Bone Anomalies

AbstractLocomotor problems are among one of the main concerns in the current poultry industry, causing major economic losses and affecting animal welfare. The most common bone anomalies in the femur are dyschondroplasia, femoral head separation (FHS), and bacterial chondronecrosis with osteomyelitis (BCO), also known as femoral head necrosis (FHN). The present study aimed to identify differentially expressed (DE) genes in the articular cartilage (AC) of normal and FHS-affected broilers by RNA-Seq analysis. In the transcriptome analysis, 12,169 genes were expressed in the femur AC. Of those, 107 genes were DE (FDR < 0.05) between normal and affected chickens, of which 9 were downregulated and 98 were upregulated in the affected broilers. In the gene-set enrichment analysis using the DE genes, 79 biological processes (BP) were identified and were grouped into 12 superclusters. The main BP found were involved in the response to biotic stimulus, gas transport, cellular activation, carbohydrate-derived catabolism, multi-organism regulation, immune system, muscle contraction, multi-organism process, cytolysis, leukocytes and cell adhesion. In this study, the first transcriptome analysis of the broilers femur articular cartilage was performed, and a set of candidate genes (AvBD1, AvBD2, ANK1, EPX, ADA, RHAG) that could trigger changes in the broiler´s femoral growth plate was identified. Moreover, these results could be helpful to better understand FHN in chickens and possibly in humans.

scholarly journals Bioinformatics-based Screening of Key Genes for Saponin Metabolism in Quinoa

2021 ◽  
Author(s):  
Chengang Guo ◽  
Zhimin wei ◽  
Wei Lyu ◽  
Yanlou Geng
Keyword(s):  
Differentially Expressed Genes ◽  
Principal Component ◽  
Enrichment Analysis ◽  
Hierarchical Cluster ◽  
Gene Set Enrichment Analysis ◽  
Differentially Expressed ◽  
Differential Analysis ◽  
Rna Seq ◽  
Protein Coding ◽  
Key Genes

Abstract Quinoa saponins have complex, diverse and evident physiologic activities. However, the key regulatory genes for quinoa saponin metabolism are not yet well studied. The purpose of this study was to explore genes closely related to quinoa saponin metabolism. In this study, the significantly differentially expressed genes in yellow quinoa were firstly screened based on RNA-seq technology. Then, the key genes for saponin metabolism were selected by gene set enrichment analysis (GSEA) and principal component analysis (PCA) statistical methods. Finally, the specificity of the key genes was verified by hierarchical clustering. The results of differential analysis showed that 1654 differentially expressed genes were achieved after pseudogenes deletion. Therein, there were 142 long non-coding genes and 1512 protein-coding genes. Based on GSEA analysis, 116 key candidate genes were found to be significantly correlated with quinoa saponin metabolism. Through PCA dimension reduction analysis, 57 key genes were finally obtained. Hierarchical cluster analysis further demonstrated that these key genes can clearly separate the four groups of samples. The present results could provide references for the breeding of sweet quinoa and would be helpful for the rational utilization of quinoa saponins.

scholarly journals N6-Methyladenosine Modification Changes in the Genome of Paulownia Fortunei Seedlings Infected With Phytoplasma

2022 ◽  
Author(s):  
Pingluo Xu ◽  
Shunmou Huang ◽  
Xiaoqiao Zhai ◽  
Xiaofan Li ◽  
Haibo Yang ◽  
...  
Keyword(s):  
Alternative Splicing ◽  
Enrichment Analysis ◽  
Functional Enrichment Analysis ◽  
Functional Enrichment ◽  
Differentially Expressed ◽  
Receptor Protein ◽  
Economic Losses ◽  
Rna Seq ◽  
Differentially Methylated Genes ◽  
Paulownia Fortunei

Abstract Background: Phytoplasmas induce diseases in more than 1,000 plant species and cause substantial ecological damage and economic losses, but the specific pathogenesis of phytoplasma has not yet been clarified. N6-methyladenosine sequencing (m6A-seq) has been applied mainly to model plants and not to woody plants. Results: In this study, we applied m6A-seq to study changes in m6A modification in the Paulownia fortunei genome after phytoplasma infection. We found that the m6A modification level in seedlings infected with the phytoplasma that causes Paulownia witches' broom (PaWB) was slightly higher than the m6A modification level in PaWB-infected seedlings treated with 60 mg·L−1 methyl methanesulfonate (MMS). MMS has been shown to restore PaWB-infected seedlings to their normal form and no phytoplasma can be detected in MMS-treated PaWB-infected seedlings. RNA sequencing (RNA-seq) and m6A-seq were used to analyze the expression of genes with m6A peaks and m6A motifs in genes, respectively. The correlation analysis between the RNA-seq and m6A-seq data detected that a total of 315 differentially methylated genes were predicted to be significantly differentially expressed at the transcriptome level. The functions of genes related to PaWB were predicted by functional enrichment analysis, and two genes related to maintenance of the basic mechanism of stem cells in shoot apical meristem were discovered. One of the genes encodes the receptor protein kinase CLV2 (Paulownia_LG2G000076), and the other gene encodes the homeobox transcription factor STM (Paulownia_LG15G000976). The m6A modification levels were higher in PaWB-infected seedlings than they were in MMS-treated seedlings. In addition, genes F-box (Paulownia_LG17G000760) and MSH5 (Paulownia_LG8G001160) had exon skipping and mutually exclusive exon types of alternative splicing in PaWB-infected seedling treated with MMS. RT-PCR verified that the alternative splicing of these two genes was related to m6A modification. Conclusions: In this study, we applied m6A-seq to determine methylation levels in phytoplasma-infected Paulownia, and combined m6A-seq with transcriptome analysis to screen differentially expressed genes associated with PaWB. Also analyzed the effect of m6A methylation on alternative splicing. In future studies, we plan to verify genes directly related to PaWB and methylation-related enzymes in Paulownia to elucidate the pathogenicity mechanism of PaWB caused by phytoplasma invasion.

scholarly journals Development of Multiscale Transcriptional Regulatory Network in Esophageal Cancer Based on Integrated Analysis

2020 ◽  
Vol 2020 ◽  
pp. 1-17
Author(s):  
Zihao Xu ◽  
Zilong Wu ◽  
Jingtao Zhang ◽  
Ruihao Zhou ◽  
Jiane Wu ◽  
...  
Keyword(s):  
Esophageal Cancer ◽  
Transcriptional Regulatory Network ◽  
Enrichment Analysis ◽  
Diagnostic Value ◽  
Gene Expression Omnibus ◽  
Gene Set Enrichment Analysis ◽  
The Cancer Genome Atlas ◽  
Differentially Expressed ◽  
Integrated Analysis ◽  
Rna Seq

Objective. To explore multiscale integrated analysis methods in identifying key regulators of esophageal cancer (ESCA). Methods. We downloaded the ESCA dataset from The Cancer Genome Atlas (TCGA) database, which contained RNA-seq data, miRNA-seq data, methylation data, and clinical phenotype information. Then, we combined ESCA-related genes from the NCBI-GENE and OMIM databases and RNA-seq dataset from TCGA to analyze differentially expressed genes (DEGs). Meanwhile, differentially expressed miRNAs (DEmiRNAs) and genes with differential methylation levels were identified. The pivot–module pairs were established using the RAID v2.0 database and TRRUST v2 database. Next, the multifactor-regulated functional network was constructed based on the above information. Additionally, gene corresponding targeted drug information was obtained from the DrugBank database. Moreover, we further screened regulators by assessing their diagnostic value and prognostic value, especially the value of distinguishing patients at TNM I stage from normal patients. In addition, the external database from the Gene Expression Omnibus (GEO) database was used for validation. Lastly, gene set enrichment analysis (GSEA) was performed to explore the potential biological functions of key regulators. Results. Our study indicated that CXCL8, CYP2C8, and E2F1 had excellent diagnostic and prognostic values, which may be potential regulators of ESCA. At the same time, the good early diagnosis ability of the three regulators also provided new insights for the diagnosis and early treatment of ESCA patients. Conclusion. We develop a multiscale integrated analysis and suggest that CXCL8, CYP2C8, and E2F1 are promising regulators with good diagnostic and prognostic values in ESCA.

scholarly journals Multiple Omics Integration Reveals Key Circular RNAs in Hepatocellular Carcinoma

2021 ◽  
Vol 11 ◽  
Author(s):  
Zi-Li Huang ◽  
Xiu-Yan Huang ◽  
Jin Huang ◽  
Xin-Yu Huang ◽  
Yong-Hua Xu ◽  
...  
Keyword(s):  
Molecular Mechanisms ◽  
Target Genes ◽  
Differential Expression Analysis ◽  
Enrichment Analysis ◽  
Underlying Mechanism ◽  
Gene Set Enrichment Analysis ◽  
Differentially Expressed ◽  
Circular Rnas ◽  
Rna Seq ◽  
Highly Correlated

BackgroundHCC is one of the most common malignancies with an increasing incidence worldwide, especially in Asian countries. However, even though targeted cancer therapy drugs such as sorafenib and regorafenib are available, the overall outcome of HCC remains unsatisfactory. Thus, it is urgent to investigate the molecular mechanisms of HCC progression, so as to provide accurate diagnostic criteria and therapeutic targets.MethodsRNA-seq data was used to identify and quantify circular RNAs (circRNAs). DESeq2 was used to identify the differentially expressed circRNAs. miRNA binding sites within circRNAs were identified by miRanda. Gene set enrichment analysis (GSEA) was conducted to predict the biological function of circRNAs.ResultsThe differential expression analysis identified 107 upregulated and 95 downregulated circRNAs in HCC tissues. We observed that a differentially expressed circRNA (DE-circRNA), hsa_circ_0141900 was highly negatively correlated with its parental gene RAB1A (PCC &lt; -0.6), which was also closely associated with mTOR signaling pathway. Moreover, we also constructed competing endogenous RNA (ceRNA) network to identify key circRNAs involved in HCC. Notably, hsa_circ_0002130 and hsa_circ_0008774 were highly correlated with the genes involved in gluconeogenesis and HNF3A pathway via the target genes, GOT2 and AR, suggesting that the two circRNAs might regulate these pathways, respectively. Survival analysis revealed that GOT2 was associated with favorable prognosis. Furthermore, high expression of hsa_circ_0002130 was found to inhibit tumor cell growth and promotes GOT2 expression.ConclusionIn summary, the circRNAs highlighted by the integrative analysis greatly improved our understanding of the underlying mechanism of circRNAs in HCC.

scholarly journals Neoadjuvant chemoradiation alters biomarkers of anticancer immunotherapy responses in locally advanced rectal cancer

2021 ◽  
Vol 9 (3) ◽  
pp. e001610
Author(s):  
Incheol Seo ◽  
Hye Won Lee ◽  
Sang Jun Byun ◽  
Jee Young Park ◽  
Hyeonji Min ◽  
...  
Keyword(s):  
Rectal Cancer ◽  
Locally Advanced ◽  
Enrichment Analysis ◽  
Advanced Rectal Cancer ◽  
Locally Advanced Rectal Cancer ◽  
Neoadjuvant Chemoradiation ◽  
Cytolytic Activity ◽  
Gene Set Enrichment Analysis ◽  
Preoperative Treatment ◽  
Rna Seq

BackgroundNeoadjuvant chemoradiation therapy (CRT) is a widely used preoperative treatment strategy for locally advanced rectal cancer (LARC). However, a few studies have evaluated the molecular changes caused by neoadjuvant CRT in these cancer tissues. Here, we aimed to investigate changes in immunotherapy-related immunogenic effects in response to preoperative CRT in LARC.MethodsWe analyzed 60 pairs of human LARC tissues before and after irradiation from three independent LARC cohorts, including a LARC patient RNA sequencing (RNA-seq) dataset from our cohort and GSE15781 and GSE94104 datasets.ResultsGene ontology analysis showed that preoperative CRT significantly enriched the immune response in LARC tissues. Moreover, gene set enrichment analysis revealed six significantly enriched Kyoto Encyclopedia of Genes and Genomes pathways associated with downregulated genes, including mismatch repair (MMR) genes, in LARC tissues after CRT in all three cohorts. Radiation also induced apoptosis and downregulated various MMR system-related genes in three colorectal cancer cells. One patient with LARC showed a change in microsatellite instability (MSI) status after CRT, as demonstrated by the loss of MMR protein and PCR for MSI. Moreover, CRT significantly increased tumor mutational burden in LARC tissues. CIBERSORT analysis revealed that the proportions of M2 macrophages and CD8 T cells were significantly increased after CRT in both the RNA-seq dataset and GSE94104. Notably, preoperative CRT increased various immune biomarker scores, such as the interferon-γ signature, the cytolytic activity and the immune signature.ConclusionsTaken together, our findings demonstrated that neoadjuvant CRT modulated the immune-related characteristics of LARC, suggesting that neoadjuvant CRT may enhance the responsiveness of LARC to immunotherapy.

scholarly journals Neuromuscular junction-specific genes screening by deep RNA-seq analysis

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Tiankun Hui ◽  
Hongyang Jing ◽  
Xinsheng Lai
Keyword(s):  
Ion Channel ◽  
Neuromuscular Junctions ◽  
Gene Set Enrichment Analysis ◽  
Differentially Expressed ◽  
Muscle Membrane ◽  
Receptor Interaction ◽  
Specific Gene ◽  
Rna Seq ◽  
Channel Activity ◽  
Ppi Networks

Abstract Background Neuromuscular junctions (NMJs) are chemical synapses formed between motor neurons and skeletal muscle fibers and are essential for controlling muscle contraction. NMJ dysfunction causes motor disorders, muscle wasting, and even breathing difficulties. Increasing evidence suggests that many NMJ disorders are closely related to alterations in specific gene products that are highly concentrated in the synaptic region of the muscle. However, many of these proteins are still undiscovered. Thus, screening for NMJ-specific proteins is essential for studying NMJ and the pathogenesis of NMJ diseases. Results In this study, synaptic regions (SRs) and nonsynaptic regions (NSRs) of diaphragm samples from newborn (P0) and adult (3-month-old) mice were used for RNA-seq. A total of 92 and 182 genes were identified as differentially expressed between the SR and NSR in newborn and adult mice, respectively. Meanwhile, a total of 1563 genes were identified as differentially expressed between the newborn SR and adult SR. Gene Ontology (GO) enrichment analyses, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and gene set enrichment analysis (GSEA) of the DEGs were performed. Protein–protein interaction (PPI) networks were constructed using STRING and Cytoscape. Further analysis identified some novel proteins and pathways that may be important for NMJ development, maintenance and maturation. Specifically, Sv2b, Ptgir, Gabrb3, P2rx3, Dlgap1 and Rims1 may play roles in NMJ development. Hcn1 may localize to the muscle membrane to regulate NMJ maintenance. Trim63, Fbxo32 and several Asb family proteins may regulate muscle developmental-related processes. Conclusion Here, we present a complete dataset describing the spatiotemporal transcriptome changes in synaptic genes and important synaptic pathways. The neuronal projection-related pathway, ion channel activity and neuroactive ligand-receptor interaction pathway are important for NMJ development. The myelination and voltage-gated ion channel activity pathway may be important for NMJ maintenance. These data will facilitate the understanding of the molecular mechanisms underlying the development and maintenance of NMJ and the pathogenesis of NMJ disorders.

scholarly journals De novo gonad transcriptome analysis of the common littoral shrimp Palaemon serratus: novel insights into sex-related genes

BMC Genomics ◽  
2019 ◽  
Vol 20 (1) ◽  
Author(s):  
Inés González-Castellano ◽  
Chiara Manfrin ◽  
Alberto Pallavicini ◽  
Andrés Martínez-Lage
Keyword(s):  
Transcriptome Analysis ◽  
De Novo ◽  
Expression Patterns ◽  
Gonadal Development ◽  
Differentially Expressed ◽  
Rna Seq ◽  
Illumina Hiseq ◽  
Specific Expression ◽  
Development Processes ◽  
The Common

Abstract Background The common littoral shrimp Palaemon serratus is an economically important decapod resource in some European communities. Aquaculture practices prevent the genetic deterioration of wild stocks caused by overfishing and at the same time enhance the production. The biotechnological manipulation of sex-related genes has the proved potential to improve the aquaculture production but the scarcity of genomic data about P. serratus hinders these applications. RNA-Seq analysis has been performed on ovary and testis samples to generate a reference gonadal transcriptome. Differential expression analyses were conducted between three ovary and three testis samples sequenced by Illumina HiSeq 4000 PE100 to reveal sex-related genes with sex-biased or sex-specific expression patterns. Results A total of 224.5 and 281.1 million paired-end reads were produced from ovary and testis samples, respectively. De novo assembly of ovary and testis trimmed reads yielded a transcriptome with 39,186 transcripts. The 29.57% of the transcriptome retrieved at least one annotation and 11,087 differentially expressed genes (DEGs) were detected between ovary and testis replicates. Six thousand two hundred seven genes were up-regulated in ovaries meanwhile 4880 genes were up-regulated in testes. Candidate genes to be involved in sexual development and gonadal development processes were retrieved from the transcriptome. These sex-related genes were discussed taking into account whether they were up-regulated in ovary, up-regulated in testis or not differentially expressed between gonads and in the framework of previous findings in other crustacean species. Conclusions This is the first transcriptome analysis of P. serratus gonads using RNA-Seq technology. Interesting findings about sex-related genes from an evolutionary perspective (such as Dmrt1) and for putative future aquaculture applications (Iag or vitellogenesis genes) are reported here. We provide a valuable dataset that will facilitate further research into the reproductive biology of this shrimp.

scholarly journals Transcriptomic Prediction of Pig Liver-Enriched Gene 1 Functions in a Liver Cell Line

Genes ◽  
2020 ◽  
Vol 11 (4) ◽  
pp. 412
Author(s):  
Zhe Zhang ◽  
Zizengchen Wang ◽  
Yanna Dang ◽  
Jinyang Wang ◽  
Sakthidasan Jayaprakash ◽  
...  
Keyword(s):  
Enrichment Analysis ◽  
Liver Cells ◽  
Cellular Level ◽  
Gene Set Enrichment Analysis ◽  
Functional Study ◽  
Rna Seq ◽  
Gene Set Enrichment ◽  
Functional Studies ◽  
Er Stress Response ◽  
Domain Of Unknown Function

The newly identified liver-enriched gene 1 (LEG1) encodes a protein with a characteristic domain of unknown function 781 (DUF781/LEG1), constituting a protein family with only one member in mammals. A functional study in zebrafish suggested that LEG1 genes are involved in liver development, while the platypus LEG1 homolog, Monotreme Lactation Protein (MLP), which is enriched in the mammary gland and milk, acts as an antibacterial substance. However, no functional studies on eutherian LEG1s have been published to date. Thus, we here report the first functional prediction study at the cellular level. As previously reported, eutherian LEG1s can be classified into three paralogous groups. Pigs have all three LEG1 genes (pLEG1s), while humans and mice have retained only LEG1a. Hence, pLEG1s might represent an ideal model for studying LEG1 gene functions. RNA-seq was performed by the overexpression of pLEG1s and platypus MLP in HepG2 cells. Enrichment analysis showed that pLEG1a and pLEG1b might exhibit little function in liver cells; however, pLEG1c is probably involved in the endoplasmic reticulum (ER) stress response and protein folding. Additionally, gene set enrichment analysis revealed that platypus MLP shows antibacterial activity, confirming the functional study in platypus. Therefore, our study showed from the transcriptomic perspective that mammalian LEG1s have different functions in liver cells due to the subfunctionalization of paralogous genes.

scholarly journals Sex-specific Transcriptomic Differences From Human Dorsal Root Ganglia Associated With Painful Radiculopathy

Neurosurgery ◽  
2019 ◽  
Vol 66 (Supplement_1) ◽  
Author(s):  
Robert Y North ◽  
Yan Li ◽  
Pradipta Ray ◽  
Laurence D Rhines ◽  
Claudio E Tatsui ◽  
...  
Keyword(s):  
Dorsal Root Ganglia ◽  
Dorsal Root ◽  
Differential Expression Analysis ◽  
Enrichment Analysis ◽  
Epidemiological Studies ◽  
Gene Set Enrichment Analysis ◽  
Afferent Neurons ◽  
Rna Seq ◽  
Cord Injury ◽  
Medical Histories

Abstract INTRODUCTION Women are at greater risk to suffer from many chronic pain conditions, more often report painful symptoms in epidemiological studies, and demonstrate greater pain sensitivity to experimentally measured pain responses. There is growing evidence from animal models for sex-specific biological differences in nociception, particularly involving primary afferent neurons, that may contribute to these differences. However, the details and extent of sex-specific differences associated with pain in human afferent neurons has not been previously investigated. METHODS Human dorsal root ganglia (DRG) and medical histories were obtained from patients undergoing spinal surgery that necessitated sacrifice of spinal nerve roots as part of standard of care. Clinical data for presence of painful radiculopathy was obtained through retrospective review of medical records or collected at study enrollment. RNA sequencing (RNA-seq) was performed on 21 DRG from 15 patients with variable presence of radicular pain reported in a corresponding dermatome. Differential expression analysis for male w/pain (MP) vs female w/pain (FP) samples was performed with thresholds for robustly expressed autosomal genes (TPM >3.0), fold change of 2.0 or higher, with false discovery rate (FDR) <0.05. RESULTS Comparison of the MP and FP cohorts yielded 575 differentially expressed genes with 426 upregulated in MP and 149 upregulated in FP. Gene set enrichment analysis demonstrated significant differences in genes related to inflammation and immune regulation (increased MAPK and BDNF signaling in MP, increased Rhodopsin-like GPCR in FP) and differing clusters of spinal cord injury-associated genes (TLR4, AIF1, OMG, C1QB increased in FP, EGR1, NR4A1, ZFP36, BTG2, MYC in MP). CONCLUSION Utilizing RNA-seq of human DRG innervating regions of pain, this study provides the first demonstration of sex-specific differences for the biology of pain within the dorsal root ganglion in humans and implicates the immune system as a critical influence in these differences.

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