scholarly journals Comparative Transcriptome Analysis of Gayal (Bos frontalis), Yak (Bos grunniens), and Cattle (Bos taurus) Reveal the High-Altitude Adaptation

2022 ◽  
Vol 12 ◽  
Author(s):  
Jun Ma ◽  
Tianliu Zhang ◽  
Wenxiang Wang ◽  
Yan Chen ◽  
Wentao Cai ◽  
...  
Keyword(s):  
High Altitude ◽  
Transcriptome Analysis ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Tibet Plateau ◽  
Comparative Transcriptome ◽  
Hub Genes ◽  
Hub Gene ◽  
Comparative Transcriptome Analysis ◽  
Immune System Activation

Gayal and yak are well adapted to the local high-altitude environments, yet the transcriptional regulation difference of the plateau environment among them remains obscure. Herein, cross-tissue and cross-species comparative transcriptome analysis were performed for the six hypoxia-sensitive tissues from gayal, yak, and cattle. Gene expression profiles for all single-copy orthologous genes showed tissue-specific expression patterns. By differential expression analysis, we identified 3020 and 1995 differentially expressed genes (DEGs) in at least one tissue of gayal vs. cattle and yak vs. cattle, respectively. Notably, we found that the adaptability of the gayal to the alpine canyon environment is highly similar to the yak living in the Qinghai-Tibet Plateau, such as promoting red blood cell development, angiogenesis, reducing blood coagulation, immune system activation, and energy metabolism shifts from fatty acid β-oxidation to glycolysis. By further analyzing the common and unique DEGs in the six tissues, we also found that numerous expression regulatory genes related to these functions are unique in the gayal and yak, which may play important roles in adapting to the corresponding high-altitude environment. Combined with WGCNA analysis, we found UQCRC1, COX5A are the shared differentially expression hub genes related to the energy supply of myocardial contraction in the heart-related modules of gayal and yak, and CAPS is a shared differentially hub gene among the hub genes of the lung-related module, which is related to pulmonary artery smooth muscle contraction. Additionally, EDN3 is the unique differentially expression hub gene related to the tracheal epithelium and pulmonary vasoconstriction in the lung of gayal. CHRM2 is a unique differentially expression hub gene that was identified in the heart of yak, which has an important role in the autonomous regulation of the heart. These results provide a basis for further understanding the complex transcriptome expression pattern and the regulatory mechanism of high-altitude domestication of gayal and yak.

scholarly journals Comparative Transcriptome Analysis Reveals Key Genes and Pathways Involved in Prickle Development in Eggplant

Genes ◽  
2021 ◽  
Vol 12 (3) ◽  
pp. 341
Author(s):  
Lei Zhang ◽  
Haoyun Sun ◽  
Tao Xu ◽  
Tianye Shi ◽  
Zongyun Li ◽  
...  
Keyword(s):  
Transcriptome Analysis ◽  
Morphological Analysis ◽  
Molecular Mechanisms ◽  
Flavonoid Biosynthesis ◽  
Phenotypic Characterization ◽  
Comparative Transcriptome ◽  
Hub Genes ◽  
Breeding Programs ◽  
Comparative Transcriptome Analysis ◽  
Key Pathways

Eggplant is one of the most important vegetables worldwide. Prickles on the leaves, stems and fruit calyxes of eggplant may cause difficulties during cultivation, harvesting and transportation, and therefore is an undesirable agronomic trait. However, limited knowledge about molecular mechanisms of prickle morphogenesis has hindered the genetic improvement of eggplant. In this study, we performed the phenotypic characterization and transcriptome analysis on prickly and prickleless eggplant genotypes to understand prickle development at the morphological and molecular levels. Morphological analysis revealed that eggplant prickles were multicellular, lignified and layered organs. Comparative transcriptome analysis identified key pathways and hub genes involved in the cell cycle as well as flavonoid biosynthetic, photosynthetic, and hormone metabolic processes during prickle development. Interestingly, genes associated with flavonoid biosynthesis were up-regulated in developing prickles, and genes associated with photosynthesis were down-regulated in developing and matured prickles. It was also noteworthy that several development-related transcription factors such as bHLH, C2H2, MYB, TCP and WRKY were specifically down- or up-regulated in developing prickles. Furthermore, four genes were found to be differentially expressed within the Pl locus interval. This study provides new insights into the regulatory molecular mechanisms underlying prickle morphogenesis in eggplant, and the genes identified might be exploited in breeding programs to develop prickleless eggplant cultivars.

scholarly journals Comparing Time Series Transcriptome Data Between Plants Using A Network Module Finding Algorithm

2019 ◽  
Author(s):  
Jiyoung Lee ◽  
Lenwood S. Heath ◽  
Ruth Grene ◽  
Song Li
Keyword(s):  
Plant Species ◽  
Transcriptome Analysis ◽  
Developmental Stages ◽  
Expression Patterns ◽  
Network Module ◽  
Comparative Transcriptome ◽  
Comparative Transcriptome Analysis ◽  
R Programming Language ◽  
Homologous Genes ◽  
R Programming

ABSTRACTComparative transcriptome analysis is the comparison of expression patterns between homologous genes in different species. Since most molecular mechanistic studies in plants have been performed in model species including Arabidopsis and rice, comparative transcriptome analysis is particularly important for functional annotation of genes in other plant species. Many biological processes, such as embryo development, are highly conserved between different plant species. The challenge is to establish one-to-one mapping of the developmental stages between two species. In this protocol, we solve this problem by converting the gene expression patterns into a co-expression network and then apply network module-finding algorithms to the cross-species co-expression network. We describe how to perform such analysis using bash scripts for preliminary data processing and R programming language, which implemented simulated annealing method for module finding. We also provide instructions on how to visualize the resulting co-expression networks across species.

scholarly journals Comparative Transcriptome Analysis Reveals the Potential Cardiovascular Protective Targets of the Thyroid Hormone Metabolite 3-Iodothyronamine (3-T1AM)

2020 ◽  
Vol 2020 ◽  
pp. 1-10
Author(s):  
Zhou Haiyan ◽  
Hu Bailong ◽  
Zhang Bei ◽  
Wang Yiming ◽  
Liu Xingde
Keyword(s):  
Cardiovascular Diseases ◽  
Thyroid Hormone ◽  
Transcriptome Analysis ◽  
H9c2 Cells ◽  
Comparative Transcriptome ◽  
Rna Seq ◽  
Hub Genes ◽  
Comparative Transcriptome Analysis ◽  
Protein Protein Interaction ◽  
Protein Protein Interaction Networks

Background. The thyroid hormone metabolite 3-iodothyronamine (3-T1AM) is rapidly emerging as a promising compound in decreasing the heart rate and lowering the cardiac output. The aim of our study was to fully understand the molecular mechanism of 3-T1AM on cardiomyocytes and its potential targets in cardiovascular diseases. Materials and Methods. In our study, we utilized RNA-Seq to characterize the gene expression in H9C2 cells after 3-T1AM treatment. Comparative transcriptome analysis, including gene ontology, signaling pathways, disease connectivity analysis, and protein-protein interaction networks (PPI), was presented to find the critical gene function, hub genes, and related pathways. Results. A total of 1494 differently expressed genes (DEGs) were identified (192 upregulated and 1302 downregulated genes) in H9C2 cells for 3-T1AM treatment. Of these, 90 genes were associated with cardiovascular diseases. The PPI analysis indicated that 5 hub genes might be the targets of 3-T1AM. Subsequently, eight DEGs characterized using RNA-Seq were confirmed by RT-qPCR assays. Conclusions. Our study provides a comprehensive analysis of 3-T1AM on H9C2 cells and delineates a new insight into the therapeutic intervention of 3-T1AM for the cardiovascular diseases.

scholarly journals Comparative transcriptome analysis of inbred lines and contrasting hybrids reveals overdominance mediate early biomass vigor in hybrid cotton

2020 ◽  
Author(s):  
Kashif Shahzad ◽  
Xuexian Zhang ◽  
Liping Guo ◽  
Tingxiang Qi ◽  
Huini Tang ◽  
...  
Keyword(s):  
Circadian Rhythm ◽  
Transcriptome Analysis ◽  
Molecular Mechanisms ◽  
Early Stage ◽  
Expression Patterns ◽  
Pcr Analysis ◽  
Genetic Constitution ◽  
Comparative Transcriptome ◽  
Comparative Transcriptome Analysis ◽  
Extracellular Region

Abstract Background: Heterosis breeding is the most useful method for yield increase around the globe. Heterosis is an intriguing process to develop superior offspring to either parent in the desired character. The biomass vigor produced during seedling emergence stage has a direct influence on yield heterosis in plants. Unfortunately, the genetic basis of early biomass vigor in cotton is poorly understood. Results: Three stable performing F1 hybrids varying in yield heterosis named as high, medium and low hybrids with their inbred parents were used in this study. Phenotypically, these hybrids established noticeable biomass heterosis during the early stage of seedling growth in the field. Transcriptome analysis of root and leaf revealed that hybrids showed many differentially expressed genes (DEGs) relative to their parents, while the comparison of inbred parents showed limited number of DEGs indicating similarity in their genetic constitution. Further analysis indicated expression patterns of most DEGs were overdominant in both tissues of hybrids. According to GO results, functions of overdominance genes in leaf were enriched for chloroplast, membrane, and protein binding, whereas functions of overdominance genes in root were enriched for plasma membrane, extracellular region, and responses to stress. We found several genes of circadian rhythm pathway related to LATE ELONGATED HYPOCOTYL (LHY) showed downregulated overdominant expressions in both tissues of hybrids. In addition to circadian rhythm, several leaf genes related to Aux/IAA regulation, and many root genes involved in peroxidase activity also showed overdominant expressions in hybrids. Twelve genes involved in circadian rhythm plant were selected to perform qRT-PCR analysis to confirm the accuracy of RNA-seq results. Conclusions: Through genome-wide comparative transcriptome analysis, we strongly predict that overdominance at gene expression level plays a pivotal role in early biomass vigor of hybrids. The combinational contribution of circadian rhythm and other metabolic process may control vigorous growth in hybrids. Our result provides an important foundation for dissecting molecular mechanisms of biomass vigor in hybrid cotton.

A Comprehensive Ultrastructure and Transcriptome Analyses of Early Regeneration in Ophryotrocha Xiamen Sp. Nov. (Annelida: Dorvilleidae)

2020 ◽  
Author(s):  
Ruanni Chen ◽  
Irum Mukhtar ◽  
Shurong Wei ◽  
Siyi Wu ◽  
Jianming Chen
Keyword(s):  
Transcriptome Analysis ◽  
Expression Patterns ◽  
Model Organisms ◽  
Suitable Model ◽  
Potential Candidate ◽  
Comparative Transcriptome ◽  
Coastal Zones ◽  
Model Species ◽  
Comparative Transcriptome Analysis ◽  
Early Regeneration

Abstract BackgroundIn recent years, significant progress has been made using powerful genetic approaches with newly developed models for understanding on regeneration, however, the molecular and cellular basis of early regeneration remains unclear. Annelids of the genus Ophryotrocha have long been subjects of research use as model species in ecological, toxicological, reproductive, and regenerative investigations. Although, Ophryotrocha spp., are amenable to molecular, cellular, and functional analyses, still in need to explore new model organisms in this genus to understand regeneration mechanisms. Here, we focus on a newly identified Ophryotrocha species for its early regeneration developmental mode.ResultsBased on detailed morphological (K-maxillae, rosette gland, and chromosome number) and molecular analyses, we present, O. xiamen as a new suitable model species to investigate the early regeneration mechanism. The comparative transcriptome analysis showed the gene expression patterns were related to transcriptional regulation, energy metabolism profiles and structure and signal transduction during early stages of regeneration. Data also exhibited that genes such as neurotrypsin, Nos2, DMBT1, SCO spondin, and endotubin associated to regulate inflammation, enterocyte differentiation, apoptosis, and neuroepithelial, were up-regulated during early regeneration stages (wound healing and blastema formation). Additionally, most of the known regeneration-related genes of annelids were also identified in O. xiamen which enabled to explore the precise functions of genes involved in regeneration process.ConclusionsThis study enriches the identification of genus Ophryotrocha in Chinese coastal zones, an area with high abundances of annelids. The comparative transcriptome analysis provided the whole expression changes during early regeneration process. Morphology and molecular shred of evidences in O. xiamen revealed similar features of early regeneration with other invertebrates. Information on potential candidate genes associated with early regeneration in O. xiamen, will be useful for further studies.

scholarly journals Comparative transcriptome analysis reveals ectopic delta-5 and delta-6 desaturases enhance protective gene expression upon Vibrio vulnificus challenge in Tilapia (Oreochromis niloticus)

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Pin-Yang Tu ◽  
Shin-Jie Huang ◽  
Venugopal Rajanbabu ◽  
Jen-Leih Wu ◽  
Jyh-Yih Chen
Keyword(s):  
Transcriptome Analysis ◽  
Post Infection ◽  
Vibrio Vulnificus ◽  
Expression Patterns ◽  
Comparative Transcriptome ◽  
Wild Type ◽  
Comparative Transcriptome Analysis ◽  
Enhanced Resistance ◽  
Gene Enrichment ◽  
Transgenic Tilapia

Abstract Background Tilapia (Oreochromis niloticus) cultures are frequently infected by Vibrio vulnificus, causing major economic losses to production units. Previously, tilapia expressing recombinant delta-5 desaturase and delta-6 desaturase (D56) were found to be resistant to V. vulnificus infection. In this report, we profile the D56-mediated molecular changes underlying this resistance in tilapia. A comparative transcriptome analysis was performed on V. vulnificus-infected wild-type and D56-transgenic tilapia using Illumina’s sequencing-by-synthesis approach. Gene enrichment analysis on differentially expressed unigenes was performed, and the expression patterns were validated by real-time PCR. Results Comparative transcriptome analysis was performed on RNA-sequence profiles obtained from wild-type and D56-transgenic tilapia at 0, 6 and 24 h post-infection with V. vulnificaus. GO and KEGG gene enrichment analyses showed that D56 regulates several pathways and genes, including fatty acid (FA) metabolism associated, and inflammatory and immune response. Expression of selected FA metabolism-associated, inflammatory and immune responsive genes was validated by qPCR. The inflammatory and immune responsive genes that are modulated by FA-associated D56 likely contribute to the enhanced resistance against V. vulnificus infection in Tilapia. Conclusions Transcriptome profiling and filtering for two-fold change variation showed that 3795 genes were upregulated and 1839 genes were downregulated in D56-transgenic tilapia. These genes were grouped into pathways, such as FA metabolism, FA elongation, FA biosynthesis, biosynthesis of unsaturated FA, FA degradation, inflammation, immune response, and chemokines. FA-associated genes and immune-related genes were modulated by D56 at 6 h and 24 h post infection with V. vulnificus. The expression patterns of FA-related genes, inflammatory genes, antimicrobial peptide genes and immune responsive genes at 0, 3, 6, 12, 24 and 48 h post-infection suggests these genes are involved in the enhanced resistance of D56 transgenic tilapia to V. vulnificus.

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