458 results on '"Tissue-Specific Gene Expression"'
Search Results
2. Incorporating Tissue-Specific Gene Expression Data to Improve Chemical–Disease Inference of in Silico Toxicogenomics Methods.
- Author
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Wang, Shan-Shan, Wang, Chia-Chi, Wang, Chien-Lun, Lin, Ying-Chi, and Tung, Chun-Wei
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GENE expression , *PROTEIN expression , *TOXICOGENOMICS , *USER interfaces , *MELAMINE - Abstract
In silico toxicogenomics methods are resource- and time-efficient approaches for inferring chemical–protein–disease associations with potential mechanism information for exploring toxicological effects. However, current in silico toxicogenomics systems make inferences based on only chemical–protein interactions without considering tissue-specific gene/protein expressions. As a result, inferred diseases could be overpredicted with false positives. In this work, six tissue-specific expression datasets of genes and proteins were collected from the Expression Atlas. Genes were then categorized into high, medium, and low expression levels in a tissue- and dataset-specific manner. Subsequently, the tissue-specific expression datasets were incorporated into the chemical–protein–disease inference process of our ChemDIS system by filtering out relatively low-expressed genes. By incorporating tissue-specific gene/protein expression data, the enrichment rate for chemical–disease inference was largely improved with up to 62.26% improvement. A case study of melamine showed the ability of the proposed method to identify more specific disease terms that are consistent with the literature. A user-friendly user interface was implemented in the ChemDIS system. The methodology is expected to be useful for chemical–disease inference and can be implemented for other in silico toxicogenomics tools. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Patterns of Gene Expression, Splicing, and Allele-Specific Expression Vary among Macular Tissues and Clinical Stages of Age-Related Macular Degeneration.
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Shwani, Treefa, Zhang, Charles, Owen, Leah A., Shakoor, Akbar, Vitale, Albert T., Lillvis, John H., Barr, Julie L., Cromwell, Parker, Finley, Robert, Husami, Nadine, Au, Elizabeth, Zavala, Rylee A., Graves, Elijah C., Zhang, Sarah X., Farkas, Michael H., Ammar, David A., Allison, Karen M., Tawfik, Amany, Sherva, Richard M., and Li, Mingyao
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MACULAR degeneration , *GENE expression , *MACULA lutea , *POSTMORTEM changes , *RETINAL diseases , *DISEASE progression , *TISSUES - Abstract
Age-related macular degeneration (AMD) is a leading cause of blindness, and elucidating its underlying disease mechanisms is vital to the development of appropriate therapeutics. We identified differentially expressed genes (DEGs) and differentially spliced genes (DSGs) across the clinical stages of AMD in disease-affected tissue, the macular retina pigment epithelium (RPE)/choroid and the macular neural retina within the same eye. We utilized 27 deeply phenotyped donor eyes (recovered within a 6 h postmortem interval time) from Caucasian donors (60–94 years) using a standardized published protocol. Significant findings were then validated in an independent set of well-characterized donor eyes (n = 85). There was limited overlap between DEGs and DSGs, suggesting distinct mechanisms at play in AMD pathophysiology. A greater number of previously reported AMD loci overlapped with DSGs compared to DEGs between disease states, and no DEG overlap with previously reported loci was found in the macular retina between disease states. Additionally, we explored allele-specific expression (ASE) in coding regions of previously reported AMD risk loci, uncovering a significant imbalance in C3 rs2230199 and CFH rs1061170 in the macular RPE/choroid for normal eyes and intermediate AMD (iAMD), and for CFH rs1061147 in the macular RPE/choroid for normal eyes and iAMD, and separately neovascular AMD (NEO). Only significant DEGs/DSGs from the macular RPE/choroid were found to overlap between disease states. STAT1, validated between the iAMD vs. normal comparison, and AGTPBP1, BBS5, CERKL, FGFBP2, KIFC3, RORα, and ZNF292, validated between the NEO vs. normal comparison, revealed an intricate regulatory network with transcription factors and miRNAs identifying potential upstream and downstream regulators. Findings regarding the complement genes C3 and CFH suggest that coding variants at these loci may influence AMD development via an imbalance of gene expression in a tissue-specific manner. Our study provides crucial insights into the multifaceted genomic underpinnings of AMD (i.e., tissue-specific gene expression changes, potential splice variation, and allelic imbalance), which may open new avenues for AMD diagnostics and therapies specific to iAMD and NEO. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
4. Bioinformatics analysis of candidate genes and potential therapeutic drugs targeting adipose tissue in obesity
- Author
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Yun Yu, Yu-Han Zhang, Liang Liu, Ling-Ling Yu, Jun-Pei Li, Jing-an Rao, Feng Hu, Ling-Juan Zhu, Hui-Hui Bao, and Xiao-Shu Cheng
- Subjects
obesity ,adipocyte ,tissue-specific gene expression ,drug-gene interaction ,bioinformatics ,biomarkers ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 ,Cytology ,QH573-671 ,Physiology ,QP1-981 - Abstract
Obesity is a complex medical condition that affects multiple organs in the body. However, the underlying mechanisms of obesity, as well as its treatment, are largely unexplored. The focus of this research was to use bioinformatics to discover possible treatment targets for obesity. To begin, the GSE133099 database was used to identify 364 differentially expressed genes (DEGs). Then, DEGs were subjected to tissue-specific analyses and enrichment analyses, followed by the creation of a protein-protein interaction (PPI) network and generation of a drug-gene interaction database to screen key genes and potential future drugs targeting obesity. Findings have illustrated that the tissue-specific expression of neurologic markers varied significantly (34.7%, 52/150). Among these genes, Lep, ApoE, Fyn, and FN1 were the key genes observed in the adipocyte samples from obese patients relative to the controls. Furthermore, nine potential therapeutic drugs (dasatinib, ocriplasmin, risperidone, gemfibrozil, ritonavir, fluvastatin, pravastatin, warfarin, atorvastatin) that target the key genes were also screened and selected. To conclude the key genes discovered (Lep, ApoE, Fyn, and FN1), as well as 9 candidate drugs, could be used as therapeutic targets in treating obesity.
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- 2022
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5. Cis-regulatory Landscape Size, Constraint, and Tissue Specificity Associate with Gene Function and Expression.
- Author
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Benton, Mary Lauren, Ruderfer, Douglas M, and Capra, John A
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GENE expression , *LOCUS (Genetics) , *GENETIC variation , *FUNCTIONAL genomics , *GENETIC regulation - Abstract
Multiple distal cis- regulatory elements (CREs) often cooperate to regulate gene expression, and the presence of multiple CREs for a gene has been proposed to provide redundancy and robustness to variation. However, we do not understand how attributes of a gene's distal CRE landscape —the CREs that contribute to its regulation—relate to its expression and function. Here, we integrate three-dimensional chromatin conformation and functional genomics data to quantify the CRE landscape composition genome-wide across ten human tissues and relate their attributes to the function, constraint, and expression patterns of genes. Within each tissue, we find that expressed genes have larger CRE landscapes than nonexpressed genes and that genes with tissue-specific CREs are more likely to have tissue-specific expression. Controlling for the association between expression level and CRE landscape size, we also find that CRE landscapes around genes under strong constraint (e.g. loss-of-function intolerant and housekeeping genes) are not significantly smaller than other expressed genes as previously proposed; however, they do have more evolutionarily conserved sequences than CREs of expressed genes overall. We also show that CRE landscape size does not associate with expression variability across individuals; nonetheless, genes with larger CRE landscapes have a relative depletion for variants that influence expression levels (expression quantitative trait loci). Overall, this work illustrates how differences in gene function, expression, and evolutionary constraint are reflected in features of CRE landscapes. Thus, considering the CRE landscape of a gene is vital for understanding gene expression dynamics across biological contexts and interpreting the effects of noncoding genetic variants. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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6. Bioinformatic analysis identifies the immunological profile of turner syndrome with different X chromosome origins.
- Author
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Xiao Qi, Qinghua Wang, Mingdong Yu, Yujia Kong, Fuyan Shi, and Suzhen Wang
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X chromosome ,TURNER'S syndrome ,SEX chromosomes ,KILLER cells ,B cells - Abstract
Introduction: Turner syndrome (TS) is a chromosomal disorder that affects phenotypic females who have one intact X chromosome and complete or partial absence of the second sex chromosome in association with one or more clinical manifestations. However, the immunological profile of TS with different X chromosome origins is incompletely understood. Methods: In this study, transcriptomic expression profiles of 26 TS (45,X) samples and 10 normal karyotype (46,XX) samples derived from GSE46687 cohort were employed. Differentially expressed immune-related genes (DEIRGs) between monosomy X TS patients with different X chromosome origins and normal females were investigated respectively. Subsequently, functional annotation, protein-protein interaction (PPI) network analysis, immunocyte infiltration evaluation, tissue-specific gene expression and Weighted gene co expression network analysis (WGCNA) were performed to explore the immunological characteristic in TS with different X chromosome origins. Results: 34 and 52 DEIRGs were respectively identified in 45,Xm and 45,Xp patients compared with normal individuals. The identified DEIRGs in Xm group were significantly enriched in pathways associated with cancer. In Xp TS patients, the most enriched signals were immune response-related. A majority of genes involved in the above pathways were downregulated. PPI analysis identified 4 (FLT3, IL3RA, CSF2RA, PIK3R3) and 6 (PDGFRB, CSF2, IL5, PRL, CCL17 and IL2)hub genes for Xm and Xp groups, respectively. CIBERSORT results showed that the proportion of Tregs in the Xm group and the naive B cells and resting NK cells in the Xp group significantly increased, respectively. Tissue-specific expression results indicated that BDCA4+_dentritic cells and CD19+ B cells were the prominent specific expressed tissues in Xp patients. Results of WGCNA support the above analysis. Conclusions: This study aims at studying the immunological characteristics of TS with different X chromosome origins. Pathways in cancer in Xm group and immune response in Xp group were suppressed. 4 and 6 hub IRGs were identified as biomarkers for Xm and Xp patients, respectively. B cells played important roles in Xp patients. Further studies are needed to draw more attention to the functional validation of these hub genes and the roles of B cells. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
7. Bioinformatics analysis of candidate genes and potential therapeutic drugs targeting adipose tissue in obesity.
- Author
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Yu, Yun, Zhang, Yu-Han, Liu, Liang, Yu, Ling-Ling, Li, Jun-Pei, Rao, Jing-an, Hu, Feng, Zhu, Ling-Juan, Bao, Hui-Hui, and Cheng, Xiao-Shu
- Subjects
GENE ontology ,ADIPOSE tissues ,DRUG target ,GENE expression ,GENES ,OBESITY - Abstract
Obesity is a complex medical condition that affects multiple organs in the body. However, the underlying mechanisms of obesity, as well as its treatment, are largely unexplored. The focus of this research was to use bioinformatics to discover possible treatment targets for obesity. To begin, the GSE133099 database was used to identify 364 differentially expressed genes (DEGs). Then, DEGs were subjected to tissue-specific analyses and enrichment analyses, followed by the creation of a protein-protein interaction (PPI) network and generation of a drug-gene interaction database to screen key genes and potential future drugs targeting obesity. Findings have illustrated that the tissue-specific expression of neurologic markers varied significantly (34.7%, 52/150). Among these genes, Lep, ApoE, Fyn, and FN1 were the key genes observed in the adipocyte samples from obese patients relative to the controls. Furthermore, nine potential therapeutic drugs (dasatinib, ocriplasmin, risperidone, gemfibrozil, ritonavir, fluvastatin, pravastatin, warfarin, atorvastatin) that target the key genes were also screened and selected. To conclude the key genes discovered (Lep, ApoE, Fyn, and FN1), as well as 9 candidate drugs, could be used as therapeutic targets in treating obesity. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
8. Chronic Obstructive Pulmonary Disease (COPD): Making Sense of Existing GWAS Findings in Indian Context.
- Author
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Dutta, Tanmoy and Bhattacharya, Aritra
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LUNG diseases ,GENE expression ,GENETIC polymorphisms ,GENOTYPES ,DATA analysis - Abstract
To date, more than 1456 associations have been identified for Chronic Obstructive Pulmonary Disease (COPD) risk through Genome-Wide Association Studies (GWAS). However, target genes for COPD susceptibility in the Indian population and the mechanism underlying remains largely unexplored and no GWAS studies on COPD are available on the Indian population till now. This study was conducted using the existing public data on GWAS of different parts of the world, and the genetic polymorphisms to understand the possible mechanisms of these polymorphisms using available data from the Genotype-Tissue Expression (GTEx) project. We jotted down 16 important genes and 28 Single Nucleotide Polymorphisms (SNPs) in the Indian population from 1456 variants. Pathway analysis showed that these relevant genes are mostly associated with immune responses and activation, which is a key factor in COPD development. Our investigation revealed possible target genes associated with COPD in the context of the Indian population. [ABSTRACT FROM AUTHOR]
- Published
- 2022
9. Characterization of the adiponectin promoter + Cre recombinase insertion in the Tg(Adipoq-cre)1Evdr mouse by targeted locus amplification and droplet digital PCR
- Author
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Adrian M. Wong, Tushar P. Patel, Elizabeth K. Altman, Nicol Tugarinov, Giampaolo Trivellin, and Jack A. Yanovski
- Subjects
adiponectin ,adipose tissue ,tissue-specific gene expression ,insertion point ,transgenic mouse ,adipocyte ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 ,Cytology ,QH573-671 ,Physiology ,QP1-981 - Abstract
The Tg(Adipoq-cre)1Evdr mouse has become an important tool in adipose tissue biology. However, the exact genomic transgene integration site has not been established. Using Targeted Locus Amplification (TLA) we found the transgene had integrated on mouse chromosome 9 between exons 6 and 7 of Tbx18. We detected transgene-transgene fusion; therefore, we used droplet digital polymerase chain reaction to identify Cre copy number. In two separate experiments, we digested with BAMHI and with HindIII to separate potentially conjoined Cre sequences. We found one copy of intact Cre present in each experiment, indicating transgene-transgene fusion in other parts of the BAC that would not contribute to tissue-specific Cre expression. Cre copy number for Tg(Adipoq-cre)1Evdr mice can be potentially used to identify homozygous mice.
- Published
- 2021
- Full Text
- View/download PDF
10. Characterization of the adiponectin promoter + Cre recombinase insertion in the Tg(Adipoq-cre)1Evdr mouse by targeted locus amplification and droplet digital PCR.
- Author
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Wong, Adrian M., Patel, Tushar P., Altman, Elizabeth K., Tugarinov, Nicol, Trivellin, Giampaolo, and Yanovski, Jack A.
- Subjects
ADIPONECTIN ,RECOMBINASES ,ADIPOSE tissues ,MICE ,POLYMERASE chain reaction - Abstract
The Tg(Adipoq-cre)1Evdr mouse has become an important tool in adipose tissue biology. However, the exact genomic transgene integration site has not been established. Using Targeted Locus Amplification (TLA) we found the transgene had integrated on mouse chromosome 9 between exons 6 and 7 of Tbx18. We detected transgene-transgene fusion; therefore, we used droplet digital polymerase chain reaction to identify Cre copy number. In two separate experiments, we digested with BAMHI and with HindIII to separate potentially conjoined Cre sequences. We found one copy of intact Cre present in each experiment, indicating transgene-transgene fusion in other parts of the BAC that would not contribute to tissue-specific Cre expression. Cre copy number for Tg(Adipoq-cre)1Evdr mice can be potentially used to identify homozygous mice. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
11. Atlas of tissue-specific and tissue-preferential gene expression in ecologically and economically significant conifer Pinus sylvestris
- Author
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Sandra Cervantes, Jaana Vuosku, and Tanja Pyhäjärvi
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Pinus sylvestris ,RNA-seq ,Tissue-specific gene expression ,Conifer ,Transcriptomics ,Megagametophyte ,Medicine ,Biology (General) ,QH301-705.5 - Abstract
Despite their ecological and economical importance, conifers genomic resources are limited, mainly due to the large size and complexity of their genomes. Additionally, the available genomic resources lack complete structural and functional annotation. Transcriptomic resources have been commonly used to compensate for these deficiencies, though for most conifer species they are limited to a small number of tissues, or capture only a fraction of the genes present in the genome. Here we provide an atlas of gene expression patterns for conifer Pinus sylvestris across five tissues: embryo, megagametophyte, needle, phloem and vegetative bud. We used a wide range of tissues and focused our analyses on the expression profiles of genes at tissue level. We provide comprehensive information of the per-tissue normalized expression level, indication of tissue preferential upregulation and tissue-specificity of expression. We identified a total of 48,001 tissue preferentially upregulated and tissue specifically expressed genes, of which 28% have annotation in the Swiss-Prot database. Even though most of the putative genes identified do not have functional information in current biological databases, the tissue-specific patterns discovered provide valuable information about their potential functions for further studies, as for example in the areas of plant physiology, population genetics and genomics in general. As we provide information on tissue specificity at both diploid and haploid life stages, our data will also contribute to the understanding of evolutionary rates of different tissue types and ploidy levels.
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- 2021
- Full Text
- View/download PDF
12. RNA‐seq analysis of laser microdissected Arabidopsis thaliana leaf epidermis, mesophyll and vasculature defines tissue‐specific transcriptional responses to multiple stress treatments.
- Author
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Berkowitz, Oliver, Xu, Yue, Liew, Lim Chee, Wang, Yan, Zhu, Yanqiao, Hurgobin, Bhavna, Lewsey, Mathew G., and Whelan, James
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GENE regulatory networks , *PLANT cells & tissues , *RNA sequencing , *BLOOD vessels , *EPIDERMIS , *SALICYLIC acid , *GENE expression , *ARABIDOPSIS thaliana - Abstract
SUMMARY : Acclimation of plants to adverse conditions requires the coordination of gene expression and signalling pathways between tissues and cell types. As the energy and carbon capturing organs, leaves are significantly affected by abiotic and biotic stresses. However, tissue‐ or cell type‐specific analyses of stress responses have focussed on the Arabidopsis root. Here, we comparatively explore the transcriptomes of three leaf tissues (epidermis, mesophyll, vasculature) after induction of diverse stress pathways by chemical stimuli (antimycin A, 3‐amino‐1,2,4‐triazole, methyl viologen, salicylic acid) and ultraviolet light in Arabidopsis using laser capture microdissection followed by RNA sequencing. Stimulation of stress pathways caused an overall reduction in the number of genes expressed in a tissue‐specific manner, though a small subset gained or changed their tissue specificity. We find no evidence of a common stress response, with only a few genes consistently responsive to two or more treatments in the analysed tissues. However, differentially expressed genes overlap between tissues for individual treatments. A focussed analysis provided evidence for an interaction of auxin and ethylene that mediates retrograde signalling during mitochondrial dysfunction specifically in the epidermis, and a gene regulatory network defined the hierarchy of interactions. Taken together, we have generated an extensive reference dataset that will be valuable for future experiments analysing transcriptional responses on a tissue or single‐cell level. Our results will enable the tailoring of the tissue‐specific engineering of stress‐tolerant plants. Significance Statement: Leaves as the energy and carbon capturing organs are significantly affected by many biotic and abiotic stresses. However, it is currently not well understood how different tissue and cell types respond to these stresses. We have generated a reference dataset for changes in gene expression after five stress treatments in three major leaf tissues: epidermis, mesophyll and vasculature. Gained knowledge may enable the generation of stress‐tolerant plants by tailored tissue‐specific engineering. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
13. Atlas of tissue-specific and tissue-preferential gene expression in ecologically and economically significant conifer Pinus sylvestris.
- Author
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Cervantes, Sandra, Vuosku, Jaana, and Pyhäjärvi, Tanja
- Subjects
GENE expression ,CONIFERS ,BUDS ,GENE expression profiling ,POPULATION genetics ,SCOTS pine ,BIOLOGICAL databases ,PINE needles - Abstract
Despite their ecological and economical importance, conifers genomic resources are limited, mainly due to the large size and complexity of their genomes. Additionally, the available genomic resources lack complete structural and functional annotation. Transcriptomic resources have been commonly used to compensate for these deficiencies, though for most conifer species they are limited to a small number of tissues, or capture only a fraction of the genes present in the genome. Here we provide an atlas of gene expression patterns for conifer Pinus sylvestris across five tissues: embryo, megagametophyte, needle, phloem and vegetative bud. We used a wide range of tissues and focused our analyses on the expression profiles of genes at tissue level. We provide comprehensive information of the per-tissue normalized expression level, indication of tissue preferential upregulation and tissue-specificity of expression. We identified a total of 48,001 tissue preferentially upregulated and tissue specifically expressed genes, of which 28% have annotation in the Swiss-Prot database. Even though most of the putative genes identified do not have functional information in current biological databases, the tissue-specific patterns discovered provide valuable information about their potential functions for further studies, as for example in the areas of plant physiology, population genetics and genomics in general. As we provide information on tissue specificity at both diploid and haploid life stages, our data will also contribute to the understanding of evolutionary rates of different tissue types and ploidy levels. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
14. A new version of the ANDSystem tool for automatic extraction of knowledge from scientific publications with expanded functionality for reconstruction of associative gene networks by considering tissue-specific gene expression
- Author
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Vladimir A. Ivanisenko, Pavel S. Demenkov, Timofey V. Ivanisenko, Elena L. Mishchenko, and Olga V. Saik
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ANDSystem ,Associative gene networks ,Tissue-specific gene expression ,Extrinsic apoptotic signaling pathway ,Automated extraction of knowledge ,Text-mining ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Background Consideration of tissue-specific gene expression in reconstruction and analysis of molecular genetic networks is necessary for a proper description of the processes occurring in a specified tissue. Currently, there are a number of computer systems that allow the user to reconstruct molecular-genetic networks using the data automatically extracted from the texts of scientific publications. Examples of such systems are STRING, Pathway Commons, MetaCore and Ingenuity. The MetaCore and Ingenuity systems permit taking into account tissue-specific gene expression during the reconstruction of gene networks. Previously, we developed the ANDSystem tool, which also provides an automated extraction of knowledge from scientific texts and allows the reconstruction of gene networks. The main difference between our system and other tools is in the different types of interactions between objects, which makes the ANDSystem complementary to existing well-known systems. However, previous versions of the ANDSystem did not contain any information on tissue-specific expression. Results A new version of the ANDSystem has been developed. It offers the reconstruction of associative gene networks while taking into account the tissue-specific gene expression. The ANDSystem knowledge base features information on tissue-specific expression for 272 tissues. The system allows the reconstruction of combined gene networks, as well as performing the filtering of genes from such networks using the information on their tissue-specific expression. As an example of the application of such filtering, the gene network of the extrinsic apoptotic signaling pathway was analyzed. It was shown that considering different tissues can lead to changes in gene network structure, including changes in such indicators as betweenness centrality of vertices, clustering coefficient, network centralization, network density, etc. Conclusions The consideration of tissue specificity can play an important role in the analysis of gene networks, in particular solving the problem of finding the most significant central genes. Thus, the new version of ANDSystem can be employed for a wide range of tasks related to biomedical studies of individual tissues. It is available at http://www-bionet.sscc.ru/and/cell/.
- Published
- 2019
- Full Text
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15. Bioinformatic Analysis Identifies Potential Key Genes in the Pathogenesis of Turner Syndrome
- Author
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Hao Wang, Hui Zhu, Wenjiao Zhu, Yue Xu, Nan Wang, Bing Han, Huaidong Song, and Jie Qiao
- Subjects
turner syndrome ,microarray expression profiling dataset ,differentially expressed genes ,protein-protein interaction network ,tissue-specific gene expression ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Background: Turner syndrome (TS) is a sex chromosome aneuploidy with a variable spectrum of symptoms including short stature, ovarian failure and skeletal abnormalities. The etiology of TS is complex, and the mechanisms driving its pathogenesis remain unclear.Methods: In our study, we used the online Gene Expression Omnibus (GEO) microarray expression profiling dataset GSE46687 to identify differentially expressed genes (DEGs) between monosomy X TS patients and normal female individuals. The relevant data on 26 subjects with TS (45,XO) and 10 subjects with the normal karyotype (46,XX) was investigated. Then, tissue-specific gene expression, functional enrichment, and protein-protein interaction (PPI) network analyses were performed, and the key modules were identified.Results: In total, 25 upregulated and 60 downregulated genes were identified in the differential expression analysis. The tissue-specific gene expression analysis of the DEGs revealed that the system with the most highly enriched tissue-specific gene expression was the hematologic/immune system, followed by the skin/skeletal muscle and neurologic systems. The PPI network analysis, construction of key modules and manual screening of tissue-specific gene expression resulted in the identification of the following five genes of interest: CD99, CSF2RA, MYL9, MYLPF, and IGFBP2. CD99 and CSF2RA are involved in the hematologic/immune system, MYL9 and MYLPF are related to the circulatory system, and IGFBP2 is related to skeletal abnormalities. In addition, several genes of interest with possible roles in the pathogenesis of TS were identified as being associated with the hematologic/immune system or metabolism.Conclusion: This discovery-driven analysis may be a useful method for elucidating novel mechanisms underlying TS. However, more experiments are needed to further explore the relationships between these genes and TS in the future.
- Published
- 2020
- Full Text
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16. Bioinformatic Analysis Identifies Potential Key Genes in the Pathogenesis of Turner Syndrome.
- Author
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Wang, Hao, Zhu, Hui, Zhu, Wenjiao, Xu, Yue, Wang, Nan, Han, Bing, Song, Huaidong, and Qiao, Jie
- Subjects
PATHOLOGY ,TURNER'S syndrome ,SEX chromosomes ,GENE expression ,GENES ,GENE ontology - Abstract
Background: Turner syndrome (TS) is a sex chromosome aneuploidy with a variable spectrum of symptoms including short stature, ovarian failure and skeletal abnormalities. The etiology of TS is complex, and the mechanisms driving its pathogenesis remain unclear. Methods: In our study, we used the online Gene Expression Omnibus (GEO) microarray expression profiling dataset GSE46687 to identify differentially expressed genes (DEGs) between monosomy X TS patients and normal female individuals. The relevant data on 26 subjects with TS (45,XO) and 10 subjects with the normal karyotype (46,XX) was investigated. Then, tissue-specific gene expression, functional enrichment, and protein-protein interaction (PPI) network analyses were performed, and the key modules were identified. Results: In total, 25 upregulated and 60 downregulated genes were identified in the differential expression analysis. The tissue-specific gene expression analysis of the DEGs revealed that the system with the most highly enriched tissue-specific gene expression was the hematologic/immune system, followed by the skin/skeletal muscle and neurologic systems. The PPI network analysis, construction of key modules and manual screening of tissue-specific gene expression resulted in the identification of the following five genes of interest: CD99, CSF2RA, MYL9, MYLPF , and IGFBP2. CD99 and CSF2RA are involved in the hematologic/immune system, MYL9 and MYLPF are related to the circulatory system, and IGFBP2 is related to skeletal abnormalities. In addition, several genes of interest with possible roles in the pathogenesis of TS were identified as being associated with the hematologic/immune system or metabolism. Conclusion: This discovery-driven analysis may be a useful method for elucidating novel mechanisms underlying TS. However, more experiments are needed to further explore the relationships between these genes and TS in the future. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
17. Effects of ploidy and life history traits on the footprints of selection and demographic events in forest trees genomes
- Author
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Pyhäjärvi, T. (Tanja), Helanterä, H. (Heikki), Cervantes Arango, S. (Sandra), Pyhäjärvi, T. (Tanja), Helanterä, H. (Heikki), and Cervantes Arango, S. (Sandra)
- Abstract
Selection and demography are fundamental processes that affect the genetic diversity of a species, but the interaction of these processes with the life history traits of a species ultimately shapes the observed patterns of genetic diversity. Life history traits such as mating system and dispersal strategy can contribute to efficient gene flow, which can buffer against the loss of genetic diversity. Having a lengthy haploid stage in the life cycle may contribute to efficient purging of deleterious mutations. In this thesis, analyses of gene expression in tissues with different ploidy levels identified hundreds of genes with patterns of tissue-specificity in Pinus sylvestris growing under natural conditions. Comparing the efficacy of selection on haploid and diploid tissue-specific genes demonstrated that purifying selection on genes expressed specifically in the female derived haploid tissues of P. sylvestris is strong. The work presented here is the first report of haploid selection in a tree, and one of the few studies to demonstrate the efficacy of purifying selection on the female gametophyte in plants. Last, reconstruction of the demographic history of seven outcrossing, wind pollinated European trees showed that their effective population size has been relatively stable through time, and that these tree species have retained high levels of genetic diversity through the climatic oscillations of the Pleistocene. The findings of the work done in this thesis highlight the influence of the life cycle and life history traits in shaping levels of genetic diversity as a response to purifying selection and demographic events., Tiivistelmä Luonnonvalinta ja demografinen historia ovat lajin geneettiseen monimuotoisuuteen vaikuttavia keskeisiä voimia, mutta vasta niiden yhteisvaikutus elinkierto-ominaisuuksien kanssa lopullisesti määrittää havaitun geneettisen muuntelun piirteet. Elinkierto-ominaisuudet, kuten lisääntymis- ja leviämisjärjestelmä vaikuttavat geenivirran määrään, mikä voi ehkäistä geneettisen muuntelun vähentymistä. Pitkä haploidi elämänvaihe voi vaikuttaa siihen miten tehokkaasti valinta poistaa haitalliset mutaatiot populaatiosta. Tässä työssä eri ploidiatason solukoiden geeniekspressioanalyysejä käytettiin satojen solukkospesifisten geenien tunnistamiseen luontaisissa oloissa kasvavista männyistä. Luonnonvalinnan tehokkuuden määrittäminen haploideissa ja diploideissa männyn solukoissa paljasti, että puhdistava valinta oli erityisen voimakasta äidiltä peräisin olevassa haploidissa solukossa. Tässä työssä osoitetaan ensimmäisen kerran haploidia valintaa puissa, ja työ on yksi harvoista tutkimuksista, joissa on määritetty puhdistavan valinnan tehokkuus äidiltä peräisin olevassa kasvin gametofyytissä. Lisäksi seitsemälle eri tuulipölytteiselle eurooppalaiselle puulajille rekonstruoidut populaatiohistoriat osoittivat, että puiden teholliset populaatiokoot ovat olleet historiallisesti suhteellisen stabiileja ja että niissä on säilynyt runsaasti geneettistä muuntelua läpi pleistoseenikauden ilmastovaihtelujen. Yhteenvetona, työ korostaa elinkierto-ominaisuuksien osuutta siinä, miten puhdistava valinta ja populaatiohistoria vaikuttavat geneettiseen muunteluun.
- Published
- 2023
18. The Legacy of Sexual Ancestors in Phenotypic Variability, Gene Expression, and Homoeolog Regulation of Asexual Hybrids and Polyploids.
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Bartoš, Oldřich, Röslein, Jan, Kotusz, Jan, Paces, Jan, Pekárik, Ladislav, Petrtýl, Miloslav, Halačka, Karel, Kašparová, Eva Štefková, Mendel, Jan, Boroń, Alicja, Juchno, Dorota, Leska, Anna, Jablonska, Olga, Benes, Vladimir, Šídová, Monika, and Janko, Karel
- Abstract
Hybridization and polyploidization are important evolutionary processes whose impacts range from the alteration of gene expression and phenotypic variation to the triggering of asexual reproduction. We investigated fishes of the Cobitis taenia-elongatoides hybrid complex, which allowed us to disentangle the direct effects of both processes, due to the co-occurrence of parental species with their diploid and triploid hybrids. Employing morphological, ecological, and RNAseq approaches, we investigated the molecular determinants of hybrid and polyploid forms. In contrast with other studies, hybridization and polyploidy induced relatively very little transgressivity. Instead, Cobitis hybrids appeared intermediate with a clear effect of genomic dosing when triploids expressed higher similarity to the parent contributing two genome sets. This dosage effect was symmetric in the germline (oocyte gene expression), interestingly though, we observed an overall bias toward C. taenia in somatic tissues and traits. At the level of individual genes, expression-level dominance vastly prevailed over additivity or transgressivity. Also, trans-regulation of gene expression was less efficient in diploid hybrids than in triploids, where the expression modulation of homoeologs derived from the "haploid" parent was stronger than those derived from the "diploid" parent. Our findings suggest that the apparent intermediacy of hybrid phenotypes results from the combination of individual genes with dominant expression rather than from simple additivity. The efficiency of cross-talk between trans-regulatory elements further appears dosage dependent. Important effects of polyploidization may thus stem from changes in relative concentrations of trans-regulatory elements and their binding sites between hybridizing genomes. Links between gene regulation and asexuality are discussed. [ABSTRACT FROM AUTHOR]
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- 2019
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19. Differentially Expressed Long Noncoding RNAs in the Promoter Region of the fork head Gene in Drosophila melanogaster Detected by Northern Blot Hybridization.
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Burlin, A. I. and Tillib, S. V.
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DROSOPHILA melanogaster , *NON-coding RNA , *GENE enhancers , *GENETIC regulation , *FRUIT flies , *NUCLEIC acid hybridization - Abstract
It is known that long (200–300 nucleotides and longer) non-protein-coding RNAs (ncRNAs) tissue-specifically expressed from the regulatory regions of developmental genes can regulate the transcription of the mRNA of these genes. In this study, an attempt is made to identify differentially expressed ncRNAs in the extended promoter region of the fork head (fkh) gene of the fruit fly Drosophila melanogaster. We investigated four preparations of the total RNA: from embryos, from adult flies (separately from females and males), and from the S2 cell line of cultured Drosophila cells. In the total RNA preparations from embryos and adult flies, the levels of fkh expression differed substantially, whereas in S2 cells its expression is not detected at all (shown in this work). We perform classical Northern blot analysis of gel-separated RNAs hybridized to a series of radioactively labeled DNA fragments corresponding to the adjacent and partially overlapping regions of the promoter region of the fkh gene. Several previously unknown differentially expressed ncRNAs are detected, including those in the regions overlapping with the previously detected regulatory elements (TRE1 and salivary gland enhancer sgE) and the transcription start site of the fkh gene. The collected data complement and clarify the results of the previously conducted RNA-seq experiments, in particular, in terms of the length of the detected RNAs. These results may serve as a foundation for further studies of the mechanisms of tissue-specific regulation of the fkh gene expression. [ABSTRACT FROM AUTHOR]
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- 2019
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20. Genome-wide characterization of the TGF-β gene family and their expression in different tissues during tail regeneration in the Schlegel's Japanese gecko Gekko japonicus.
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Liu, Qian, Zhao, Ru-Meng, Wang, Dan-Yan, Li, Peng, Qu, Yan-Fu, and Ji, Xiang
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GENE families , *GENE expression , *LIVER regeneration , *REGENERATION (Biology) , *GENETIC variation , *GECKOS , *HEART - Abstract
The transforming growth factor- β (TGF-β) gene family is unique to animals and is involved in various important processes including tissue regeneration. Here, we identified 52 TGF-β family genes based on genome sequences of the gecko (Gekko japonicus), compared TGF-β genes between G. japonicus and other four reptilian species, and evaluated the expression of 14 randomly selected genes in muscle, kidney, liver, heart, and brain during tail regeneration to investigate whether their expression was tissue-dependent. We detected 23 conserved domains, 13 in the TGF-β ligand subfamily, and 10 in the receptor subfamily. The pattern of higher genetic variation in the ligand subfamily than in the receptor subfamily in vertebrates might result from the precise localization of agonists and antagonists in the cell surface and intracellular compartment. TGF-β genes were unevenly distributed across 15 chromosomes in G. japonicus , presumably resulting from gene losses and gains during evolution. Genes in the TGF-β receptor subfamily (ACVR2A , ACVR2B , ACVR1 , BMPR1A , ACVRL1 , BMPR2 and TGFBR1) played a vital role in the TGF-β signal pathway. The expression of all 14 randomly selected TGF-β genes was tissue-specific. Our study supports the speculation that some TGF-β family genes are involved in the early stages of tail regeneration. [ABSTRACT FROM AUTHOR]
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- 2024
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21. A new version of the ANDSystem tool for automatic extraction of knowledge from scientific publications with expanded functionality for reconstruction of associative gene networks by considering tissue-specific gene expression.
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Ivanisenko, Vladimir A., Demenkov, Pavel S., Ivanisenko, Timofey V., Mishchenko, Elena L., and Saik, Olga V.
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TEXT mining ,GENE regulatory networks ,GENE expression ,COMPUTER systems ,GEOMETRIC vertices - Abstract
Background: Consideration of tissue-specific gene expression in reconstruction and analysis of molecular genetic networks is necessary for a proper description of the processes occurring in a specified tissue. Currently, there are a number of computer systems that allow the user to reconstruct molecular-genetic networks using the data automatically extracted from the texts of scientific publications. Examples of such systems are STRING, Pathway Commons, MetaCore and Ingenuity. The MetaCore and Ingenuity systems permit taking into account tissue-specific gene expression during the reconstruction of gene networks. Previously, we developed the ANDSystem tool, which also provides an automated extraction of knowledge from scientific texts and allows the reconstruction of gene networks. The main difference between our system and other tools is in the different types of interactions between objects, which makes the ANDSystem complementary to existing well-known systems. However, previous versions of the ANDSystem did not contain any information on tissue-specific expression. Results: A new version of the ANDSystem has been developed. It offers the reconstruction of associative gene networks while taking into account the tissue-specific gene expression. The ANDSystem knowledge base features information on tissue-specific expression for 272 tissues. The system allows the reconstruction of combined gene networks, as well as performing the filtering of genes from such networks using the information on their tissue-specific expression. As an example of the application of such filtering, the gene network of the extrinsic apoptotic signaling pathway was analyzed. It was shown that considering different tissues can lead to changes in gene network structure, including changes in such indicators as betweenness centrality of vertices, clustering coefficient, network centralization, network density, etc. Conclusions: The consideration of tissue specificity can play an important role in the analysis of gene networks, in particular solving the problem of finding the most significant central genes. Thus, the new version of ANDSystem can be employed for a wide range of tasks related to biomedical studies of individual tissues. It is available at http://www-bionet.sscc.ru/and/cell/. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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22. Transcriptomic analyses and experimental verification reveal potential biomarkers and biological pathways of urinary tract infection
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Yuling Zheng, Peng Liu, Wenhua Huang, Hua Jiang, Wenbo Yang, Yuhao Ren, Yongqiang Jiang, Zhongtian Wang, Qingyu Lv, and Liping Sun
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Microarray ,Down-Regulation ,Bioengineering ,Computational biology ,Differentially expressed gene ,Applied Microbiology and Biotechnology ,Biological pathway ,Transcriptome ,Pathogenic Escherichia coli ,Databases, Genetic ,Humans ,Protein Interaction Maps ,KEGG ,Gene ,biology ,Gene Expression Profiling ,Tissue-Specific Gene Expression ,General Medicine ,Middle Aged ,biology.organism_classification ,Up-Regulation ,Infectious disease (medical specialty) ,Organ Specificity ,Urinary Tract Infections ,tissue-specific gene expression ,Female ,protein-protein interaction network ,urinary tract infection ,TP248.13-248.65 ,Biomarkers ,Biotechnology ,Research Article ,Research Paper ,Signal Transduction - Abstract
Urinary tract infection (UTI) is a common infectious disease. Urinary tract pathogenic Escherichia coli (UPEC) is the main cause of UTIs. At present, antibiotics are mainly used for the treatment of UTIs. However, with the increase of drug resistance, the course of the disease is prolonged. Therefore, identifying the receptors and signal pathways of host cells and tissues will further our understanding of the pathogenesis of UTIs and help in the development of new drug treatments. We used two public microarray datasets (GSE43790, GSE124917) in the Gene Expression Omnibus (GEO) database to identify differentially expressed genes (DEGs) between UTI and normal cell samples. A functional analysis based on Gene Ontology (GO) data, a pathway enrichment analysis based on Kyoto Encyclopedia of Genes and Genomes (KEGG) data and a protein-protein interaction analysis identified the main potential biomarkers and verified them in animal tissues. A total of 147 up-regulated genes and 40 down-regulated genes were identified. GO enrichment analysis showed that these functional changes relate to the terms response to lipopolysaccharide, regulation of cytokine production, and regulation of the inflammatory response. KEGG analysis indicated that urinary tract infections likely involve the TNF-αsignaling pathways. The 20 hub genes were selected from the protein-protein interaction network, and the highly significant hub genes were verified by animal experiments. Our findings provide potential targets for exploring new treatments for urinary tract infections. After a comprehensive analysis of the GEO database, these results may facilitate development of new diagnosis and treatment strategies for urinary tract infections.
- Published
- 2021
23. AdaTiSS: a novel data-Adaptive robust method for identifying Tissue Specificity Scores
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Michael Snyder, Lihua Jiang, and Meng Wang
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Statistics and Probability ,0303 health sciences ,education.field_of_study ,Computer science ,Population ,Tissue-Specific Gene Expression ,Computational biology ,Mixture model ,Original Papers ,01 natural sciences ,Biochemistry ,Expression (mathematics) ,Computer Science Applications ,Tissue specificity ,010104 statistics & probability ,03 medical and health sciences ,Computational Mathematics ,Computational Theory and Mathematics ,Outlier ,Linear regression ,0101 mathematics ,education ,Molecular Biology ,Gene ,030304 developmental biology - Abstract
Motivation Accurately detecting tissue specificity (TS) in genes helps researchers understand tissue functions at the molecular level. The Genotype-Tissue Expression project is one of the publicly available data resources, providing large-scale gene expressions across multiple tissue types. Multiple tissue comparisons and heterogeneous tissue expression make it challenging to accurately identify tissue specific gene expression. How to distinguish the inlier expression from the outlier expression becomes important to build the population level information and further quantify the TS. There still lacks a robust and data-adaptive TS method taking into account heterogeneities of the data. Results We found that the key to identify tissue specific gene expression is to properly define a concept of expression population. In a linear regression problem, we developed a novel data-adaptive robust estimation approach (AdaReg) based on density-power-weight under unknown outlier distribution and non-vanishing outlier proportion. The Gaussian-population mixture model was considered in the setting of identifying TS. We took into account heterogeneities of gene expression and applied the robust data-adaptive procedure to estimate the population parameters. With the well-estimated population parameters, we constructed the AdaTiSS algorithm. Our AdaTiSS profiled TS for each gene and each tissue, which standardized the gene expression in terms of TS. We provided a new robust and powerful tool to the literature of defining TS. Availability and implementation https://github.com/mwgrassgreen/AdaTiSS. Supplementary information Supplementary data are available at Bioinformatics online.
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- 2021
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24. Genomic editing of intronic enhancers unveils their role in fine-tuning tissue-specific gene expression in Arabidopsis thaliana
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Hainan Zhao, Tao Zhang, Yingpeng Han, Mingyu Yang, Yang Li, Bo Zhu, Fanli Meng, and Jiming Jiang
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0106 biological sciences ,0301 basic medicine ,Arabidopsis ,Flowers ,Plant Science ,Biology ,01 natural sciences ,In Brief ,03 medical and health sciences ,Gene Expression Regulation, Plant ,Genes, Reporter ,Gene expression ,Promoter Regions, Genetic ,Enhancer ,Gene ,Glucuronidase ,Gene Editing ,Regulation of gene expression ,Genetics ,Reporter gene ,Arabidopsis Proteins ,Intron ,Tissue-Specific Gene Expression ,Cell Biology ,Plants, Genetically Modified ,Chromatin ,Introns ,DNA binding site ,Enhancer Elements, Genetic ,030104 developmental biology ,Transcription Factors ,010606 plant biology & botany - Abstract
Enhancers located in introns are abundant and play a major role in the regulation of gene expression in mammalian species. By contrast, the functions of intronic enhancers in plants have largely been unexplored and only a handful of plant intronic enhancers have been reported. We performed a genome-wide prediction of intronic enhancers in Arabidopsis thaliana using open chromatin signatures based on DNase I sequencing. We identified 941 candidate intronic enhancers associated with 806 genes in seedling tissue and 1,271 intronic enhancers associated with 1,069 genes in floral tissue. We validated the function of 15 of 21 (71%) of the predicted intronic enhancers in transgenic assays using a reporter gene. We also created deletion lines of three intronic enhancers associated with two different genes using CRISPR/Cas. Deletion of these enhancers, which span key transcription factor binding sites, did not abolish gene expression but caused varying levels of transcriptional repression of their cognate genes. Remarkably, the transcriptional repression of the deletion lines occurred at specific developmental stages and resulted in distinct phenotypic effects on plant morphology and development. Clearly, these three intronic enhancers are important in fine-tuning tissue- and development-specific expression of their cognate genes.
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- 2021
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25. Transcript profiling indicates a widespread role for bacterial-type phosphoenolpyruvate carboxylase in malate-accumulating sink tissues.
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Ting, Michael K. Y., Yi-Min She, and Plaxton, William C.
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MALATES , *MALIC acid , *BIOSYNTHESIS , *PROTEINS , *PLANT genes , *PYRUVATE kinase , *CARBOXYLASES - Abstract
Phosphoenolpyruvate carboxylase (PEPC) is an important regulatory enzyme situated at a key branch point of central plant metabolism. Plant genomes encode several plant-type PEPC (PTPC) isozymes, along with a distantly related bacterial-type PEPC (BTPC). BTPC is expressed at high levels in developing castor oil seeds where it tightly interacts with co-expressed PTPC polypeptides to form unusual hetero-octameric Class-2 PEPC complexes that are desensitized to allosteric inhibition by L-malate. Analysis of RNA-Seq and microarray transcriptome datasets revealed two distinct patterns of tissue-specific BTPC expression in vascular plants. Species such as Arabidopsis thaliana, strawberry, rice, maize, and poplar mainly exhibited pollen- or floral-specific BTPC expression. By contrast, BTPC transcripts were relatively abundant in developing castor, cotton, and soybean seeds, cassava tubers, as well as immature tomato, cucumber, grape, and avocado fruit. Immunoreactive 118 kDa BTPC polypeptides were detected on immunoblots of cucumber and tomato fruit extracts. Co-immunoprecipitation established that as in castor, BTPCs physically interact with endogenous PTPCs to form Class-2 PEPC complexes in tomato and cucumber fruit. We hypothesize that Class-2 PEPCs simultaneously maintain rapid anaplerotic PEP carboxylation and respiratory CO2 refixation in diverse, biosynthetically active sinks that accumulate high malate levels. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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26. An Efficient FLP-Based Toolkit for Spatiotemporal Control of Gene Expression in Caenorhabditis elegans.
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Muñoz-Jiménez, Celia, Ayuso, Cristina, Dobrzynska, Agnieszka, Torres-Mendéz, Antonio, de la Cruz Ruiz, Patricia, and Askjaer, Peter
- Subjects
- *
GENE expression profiling , *CAENORHABDITIS elegans genetics , *POSITION effect (Genetics) , *EXPRESSED sequence tag (Genetics) , *GENE expression , *GENETIC regulation , *MOLECULAR genetics - Abstract
Site-specific recombinases are potent tools to regulate gene expression. In particular, the Cre (cyclization recombination) and FLP (flipase) enzymes are widely used to either activate or inactivate genes in a precise spatiotemporal manner. Both recombinases work efficiently in the popular model organism Caenorhabditis elegans, but their use in this nematode is still only sporadic. To increase the utility of the FLP system in C. elegans, we have generated a series of single-copy transgenic strains that stably express an optimized version of FLP in specific tissues or by heat induction. We show that recombination efficiencies reach 100% in several cell types, such as muscles, intestine, and serotonin-producing neurons. Moreover, we demonstrate that most promoters drive recombination exclusively in the expected tissues. As examples of the potentials of the FLP lines, we describe novel tools for induced cell ablation by expression of the PEEL-1 toxin and a versatile FLP-out cassette for generation of GFP-tagged conditional knockout alleles. Together with other recombinase-based reagents created by the C. elegans community, this toolkit increases the possibilities for detailed analyses of specific biological processes at developmental stages inside intact animals. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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27. Transcription factors of the NF1 family: Possible mechanisms of inducible gene expression in the evolutionary lineage of multicellular animals.
- Author
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Romanovskaya, E., Vikhnina, M., Grishina, T., Ivanov, M., Leonova, L., and Tsvetkova, E.
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TRANSCRIPTION factors , *GENE expression , *MULTICELLULAR organisms , *BIOLOGICAL evolution , *GENETICS , *TISSUES - Abstract
The review discusses the role of omnipresent transcription factors of the NF1 family in the development, establishment and regulation of tissue-specific gene expression in multicellular organisms with a different degree of complexity. The molecular mechanisms underlying the effect of these transcription factors on the development of tissues in the evolutionary lineage of multicellular animals are analyzed. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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28. Isolation of 4-hydroxy 3-methyl 2-butenyl 4-diphosphate reductase (ApHDR) gene of methyl erythritol diphosphate (MEP) pathway, in silico analysis and differential tissue specific ApHDR expression in Andrographis paniculata (Burm. f) Nees
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Aayeti Shailaja, C. C. Giri, Mote Srinath, and Byreddi Venkata Bhavani Bindu
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0106 biological sciences ,0301 basic medicine ,chemistry.chemical_classification ,food.ingredient ,biology ,Physiology ,Andrographolide ,Tissue-Specific Gene Expression ,Plant Science ,Reductase ,biology.organism_classification ,01 natural sciences ,Amino acid ,Andrographis ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,food ,chemistry ,Biochemistry ,Binding site ,Molecular Biology ,Andrographis paniculata ,010606 plant biology & botany ,Cysteine - Abstract
The full length Andrographis paniculate 4-hydroxy 3-methyl 2-butenyl 4-diphosphate reductase (ApHDR) gene of MEP pathway was isolated for the first time. The ApHDR ORF with 1404 bp flanked by 100 bp 5′UTR and 235 bp 3′UTR encoding 467 amino acids (NCBI accession number: MK503970) and cloned in pET 102, transformed and expressed in E. coli BL21. The ApHDR protein physico-chemical properties, secondary and tertiary structure were analyzed. The Ramachandran plot showed 93.8% amino acids in the allowed regions, suggesting high reliability. The cluster of 16 ligands for binding site in ApHDR involved six amino acid residues having 5–8 ligands. The Fe-S cluster binding site was formed with three conserved residues of cysteine at positions C123, C214, C251 of ApHDR. The substrate HMBPP and inhibitors clomazone, paraquat, benzyl viologen’s interactions with ApHDR were also assessed using docking. The affinity of Fe-S cluster binding to the cleft was found similar to HMBPP. The HPLC analysis of different type of tissue (plant parts) revealed highest andrographolide content in young leaves followed by mature leaves, stems and roots. The differential expression profile of ApHDR suggested a significant variation in the expression pattern among different tissues such as mature leaves, young leaves, stem and roots. A 16-fold higher expression of ApHDR was observed in the mature leaves of A. paniculata as compared to roots. The young leaves and stem showed 5.5 fold and fourfold higher expression than roots of A. paniculata. Our result generated new genomic information on ApHDR which may open up prospects of manipulation for enhanced diterpene lactone andrographolide production in A. paniculata.
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- 2021
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29. Potential therapeutic target genes for systemic lupus erythematosus: a bioinformatics analysis
- Author
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Liang Liu, Huihui Bao, Long-long Hu, Junpei Li, Jing-an Rao, Xiaoshu Cheng, Lingjuan Zhu, Yun Yu, Rong-Wei Zhang, Qian Liang, and Lingling Yu
- Subjects
0301 basic medicine ,differentially expressed genes ,Bioinformatics analysis ,Bioengineering ,CCL2 ,MMP9 ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Systemic lupus erythematosus ,0302 clinical medicine ,immune system diseases ,Databases, Genetic ,medicine ,Humans ,Lupus Erythematosus, Systemic ,Protein Interaction Maps ,skin and connective tissue diseases ,Gene ,Autoimmune disease ,business.industry ,Computational Biology ,biomarkers ,Tissue-Specific Gene Expression ,bioinformatics ,General Medicine ,medicine.disease ,030104 developmental biology ,Differentially expressed genes ,Organ Specificity ,Immunology ,tissue-specific gene expression ,Etiology ,Transcriptome ,business ,TP248.13-248.65 ,Research Article ,Research Paper ,030215 immunology ,Biotechnology - Abstract
Systemic lupus erythematosus (SLE) is a chronic autoimmune disease involving multiple organs. However, the underlying etiology and mechanisms remain unclear. This study was performed to identify potential therapeutic targets for SLE using bioinformatics methods. First, 584 differentially expressed genes were identified based on the GSE61635 dataset. Tissue-specific analyses, enrichment analyses, and Protein–Protein interaction network were successively conducted. Furthermore, ELISA was performed to confirm the expression levels of key genes in the control and SLE blood samples. The findings revealed that tissue-specific expression of markers of the hematological system (25.5%, 28/110) varied significantly. CCL2, MMP9, and RSAD2 expression was markedly increased in the SLE samples compared with controls. In conclusion, the identified key genes (CCL2, MMP9, and RSAD2) may act as possible therapeutic targets for the treatment of SLE., GRAPHICAL ABSTRACT
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- 2021
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30. Tissue-specific Gene Expression Changes Are Associated with Aging in Mice
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Christiane Frahm, Madlen Guenther, Maria A. Ermolaeva, Emanuel Barth, Otto W. Witte, Akash Srivastava, and Manja Marz
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Aging ,media_common.quotation_subject ,Longevity ,RNA-Seq ,Biochemistry ,Transcriptome ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Genetics ,Animals ,Cognitive decline ,Caenorhabditis elegans ,Molecular Biology ,Gene ,030304 developmental biology ,media_common ,Original Research ,0303 health sciences ,biology ,Tissue-Specific Gene Expression ,biology.organism_classification ,Inflammaging ,Tissue aging ,Cell biology ,Mitochondria ,Computational Mathematics ,Electron transport chain ,RNA-seq analysis ,030217 neurology & neurosurgery ,Function (biology) - Abstract
Aging is a complex process that can be characterized by functional and cognitive decline in an individual. Aging can be assessed based on the functional capacity of vital organs and their intricate interactions with one another. Thus, the nature of aging can be described by focusing on a specific organ and an individual itself. However, to fully understand the complexity of aging, one must investigate not only a single tissue or biological process but also its complex interplay and interdependencies with other biological processes. Here, using RNA-seq, we monitored changes in the transcriptome during aging in four tissues (including brain, blood, skin and liver) in mice at 9 months, 15 months, and 24 months, with a final evaluation at the very old age of 30 months. We identified several genes and processes that were differentially regulated during aging in both tissue-dependent and tissue-independent manners. Most importantly, we found that the electron transport chain (ETC) of mitochondria was similarly affected at the transcriptome level in the four tissues during the aging process. We also identified the liver as the tissue showing the largest variety of differentially expressed genes (DEGs) over time. Lcn2 (Lipocalin-2) was found to be similarly regulated among all tissues, and its effect on longevity and survival was validated using its orthologue in Caenorhabditis elegans. Our study demonstrated that the molecular processes of aging are relatively subtle in their progress, and the aging process of every tissue depends on the tissue’s specialized function and environment. Hence, individual gene or process alone cannot be described as the key of aging in the whole organism.
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- 2020
31. Characterization of the adiponectin promoter + Cre recombinase insertion in the Tg(Adipoq-cre)1Evdr mouse by targeted locus amplification and droplet digital PCR
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Tushar P. Patel, Nicol Tugarinov, Giampaolo Trivellin, Elizabeth K Altman, Adrian M Wong, and Jack A. Yanovski
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Genetically modified mouse ,Histology ,Physiology ,Transgene ,Cre recombinase ,Gene Expression ,Chromosome 9 ,Locus (genetics) ,Mice, Transgenic ,HindIII ,adipocyte ,Polymerase Chain Reaction ,Diseases of the endocrine glands. Clinical endocrinology ,Exon ,insertion point ,Mice ,QP1-981 ,Animals ,Digital polymerase chain reaction ,Transgenes ,Promoter Regions, Genetic ,QH573-671 ,biology ,Integrases ,Brief Report ,Cell Biology ,RC648-665 ,Molecular biology ,adipose tissue ,transgenic mouse ,Organ Specificity ,Models, Animal ,biology.protein ,tissue-specific gene expression ,Adiponectin ,Cytology ,T-Box Domain Proteins - Abstract
The Tg(Adipoq-cre)1Evdr mouse has become an important tool in adipose tissue biology. However, the exact genomic transgene integration site has not been established. Using Targeted Locus Amplification (TLA) we found the transgene had integrated on mouse chromosome 9 between exons 6 and 7 of Tbx18. We detected transgene-transgene fusion; therefore, we used droplet digital polymerase chain reaction to identify Cre copy number. In two separate experiments, we digested with BAMHI and with HindIII to separate potentially conjoined Cre sequences. We found one copy of intact Cre present in each experiment, indicating transgene-transgene fusion in other parts of the BAC that would not contribute to tissue-specific Cre expression. Cre copy number for Tg(Adipoq-cre)1Evdr mice can be potentially used to identify homozygous mice.
- Published
- 2020
32. Functional characterization of an endosperm specific promoter p1062 from common buckwheat (Fagopyrum esculentum Moench) for driving tissue specific gene expression / Funkcijske lastnosti endospermskega promotorja p1062 navadne ajde
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Lashaihun Dohtdong and Nikhil K. Chrungoo
- Subjects
chemistry.chemical_classification ,Reporter gene ,chemistry ,GenBank ,Primer walking ,Storage protein ,Legumin ,Tissue-Specific Gene Expression ,Promoter ,Biology ,Gene ,Molecular biology - Abstract
Seed storage proteins of grain crops meet the major dietary protein requirement of over half of the world population. PCR based genome walking the 5’UTR of the gene coding for a lysine rich legumin type protein amplified a 1.1kb DNA fragment representing the promoter region of the gene. Clustal alignment of this sequence with other sequences in the Genbank database clearly showed 100 percent complementary base match of 282 bases at the 3’ end of the sequence, corresponding to nucleotide position 780-1062 with correspondingly similar number of bases on the 5’ end of the 1.7kb Bwleg gene.We detected one prolamin box and three RY-repeat motifs in the sequence. Seven deletion fragments of the putative promoter were generated by 5’ nested PCR and cloned in pCAMBIA1304 upstream of GUS gene after excising the CaMV 35S promoter from the vector. Arabidopsis plants plants harbouring the deletion construct pBwlDF1 to pBwlDF6 clearly showed seed specific expression of the reporter gene. Seeds harbouring the constructs pBwlDF3, pBwlDF4 and pBwlDF5 showed a nearly threefold decrease in GUS activity than those harbouring the construct with full length promoter. Key words: buckwheat, DNA, promoter, constructs Izvleček Založne beljakovine semen zrnastih poljščin ustrezajo glavnim potrebam po beljakovinah za več kot polovico svetovnega prebivalstva. S PCR in 5’UTR so za kodiranje kakovostnih beljakovin leguminskega tipa pomnožili odlomek 1,1 kb DNK, ki je promotorsko gensko območje. Vzporejanje te sekvence z drugimi sekvencami podatkovne baze genske banke jasno pokaže popolno komplementarnost 282 baz na 3’ koncu sekvence, kar ustreza pozicijam 780-1062 z ustreznim številom baz na 5’ koncu gena 1,7 kb Bwleg. V sekvenci smo odkrili eno prolaminsko škatljo in tri RY-ponovljene motive. Sedem delecijskih fragmentov putativnega promotorja smo generirali z 5’ PCR kloniranjem pCAMBIA1304 navzgor od GUS gena po izločitvi promotorja CaMV 35S iz vektorja. Semena s konstrukti pBwlDF3, pBwlDF4 in pBwlDF5 so izražali skoraj trikratno zmanjšanje GUS aktivnosti v primerjavi s konstrukti, ki so vsebovali polne dolžine promotorjev. Ključne besede: ajda, DNK, promotor, konstrukti
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- 2020
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33. Heterogeneous pattern of DNA methylation in developmentally important genes correlates with its chromatin conformation.
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Sinha, Puja, Singh, Kiran, and Sachan, Manisha
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DNA methylation , *GENETIC correlations , *GENE expression , *CHROMATIN , *IMMUNOPRECIPITATION - Abstract
Background: DNA methylation is a major epigenetic modification, playing a crucial role in the development and differentiation of higher organisms. DNA methylation is also known to regulate transcription by gene repression. Various developmental genes such as c-mos, HoxB5, Sox11, and Sry show tissue-specific gene expression that was shown to be regulated by promoter DNA methylation. The aim of the present study is to investigate the establishment of chromatin marks (active or repressive) in relation to heterogeneous methylation in the promoter regions of these developmentally important genes. Results: Chromatin-immunoprecipitation (ChIP) assays were performed to immuno-precipitate chromatin by antibodies against both active (H3K4me3) and repressive (H3K9me3) chromatin regions. The analysis of ChIP results showed that both the percentage input and fold enrichment of activated chromatin was higher in tissues expressing the respective genes as compared to the tissues not expressing the same set of genes. This was true for all the genes selected for the study (c-mos, HoxB5, Sox11, and Sry). These findings illustrate that inconsistent DNA methylation patterns (sporadic, mosaic and heterogeneous) may also influence gene regulation, thereby resulting in the modulation of chromatin conformation. Conclusions: These findings illustrate that various patterns of DNA methylation (asynchronous, mosaic and heterogeneous) correlates with chromatin modification, resulting in the gene regulation. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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34. Generation and Characterisation of a Reference Transcriptome for Lentil (Lens culinaris Medik.).
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Sudheesh, Shimna, Verma, Preeti, Forster, John W., Cogan, Noel O. I., and Kaur, Sukhjiwan
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LEGUMES , *LENTILS , *RNA sequencing , *GENE expression , *NUCLEOTIDE sequencing , *THERAPEUTICS - Abstract
RNA-Seq using second-generation sequencing technologies permits generation of a reference unigene set for a given species, in the absence of a well-annotated genome sequence, supporting functional genomics studies, gene characterisation and detailed expression analysis for specific morphophysiological or environmental stress response traits. A reference unigene set for lentil has been developed, consisting of 58,986 contigs and scaffolds with an N50 length of 1719 bp. Comparison to gene complements from related species, reference protein databases, previously published lentil transcriptomes and a draft genome sequence validated the current dataset in terms of degree of completeness and utility. A large proportion (98%) of unigenes were expressed in more than one tissue, at varying levels. Candidate genes associated with mechanisms of tolerance to both boron toxicity and time of flowering were identified, which can eventually be used for the development of gene-based markers. This study has provided a comprehensive, assembled and annotated reference gene set for lentil that can be used for multiple applications, permitting identification of genes for pathway-specific expression analysis, genetic modification approaches, development of resources for genotypic analysis, and assistance in the annotation of a future lentil genome sequence. [ABSTRACT FROM AUTHOR]
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- 2016
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35. New insights into the post-translational modification of multiple phosphoenolpyruvate carboxylase isoenzymes by phosphorylation and monoubiquitination during sorghum seed development and germination.
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Ruiz-Ballesta, Isabel, Baena, Guillermo, Gandullo, Jacinto, Liqun Wang, Yi-Min She, Plaxton, William Charles, and Echevarría, Cristina
- Subjects
- *
PYRUVATE kinase , *ISOENZYMES , *PHOSPHORYLATION , *SORGHUM , *GERMINATION , *PLANT development - Abstract
Phosphoenolpyruvate carboxylase (PEPC; E.C. 4.1.1.31) was characterized in developing and germinating sorghum seeds, focusing on the transcript and polypeptide abundance of multiple plant-type phosphoenolpyruvate carboxylase (PTPC) genes, and the post-translational modification of each isoenzyme by phosphorylation versus monoubiquitination during germination. We observed high levels of SbPPC4 (Sb07g014960) transcripts during early development (stage I), and extensive transcript abundance of SbPPC2 (Sb02g021090) and SbPPC3 (Sb04g008720) throughout the entire life cycle of the seed. Although tandem mass spectrometry (MS) analysis of immunopurified PTPC indicated that four different PTPC isoenzymes were expressed in the developing and germinating seeds, SbPPC3 was the most abundant isozyme of the developing seed, and of the embryo and the aleurone layer of germinating seeds. In vivo phosphorylation of the different PTPC isoenzymes at their conserved N-terminal seryl phosphorylation site during germination was also established by MS/MS analysis. Furthermore, three of the four isoenzymes were partially monoubiquitinated, with MS/MS pinpointing SbPPC2 and SbPPC3 monoubiquitination at the conserved Lys-630 and Lys-624 residues, respectively. Our results demonstrate that monoubiquitination and phosphorylation simultaneously occur in vivo with different PTPC isozymes during seed germination. In addition, we show that PTPC monoubiquitination in germinating sorghum seeds always increases at stage II (emergence of the radicle), is maintained during the aerobic period of rapid cell division and reserve mobilization, and remains relatively constant until stage IV-V when coleoptiles initiate the formation of the photosynthetic tissues. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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36. Epigenetic machinery is functionally conserved in cephalopods
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Kirsten C. Sadler, Eric Edsinger, and Filippo Macchi
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Physiology ,Plant Science ,General Biochemistry, Genetics and Molecular Biology ,Epigenesis, Genetic ,Cytosine ,Structural Biology ,Histone methylation ,Animals ,Sulfites ,Histone code ,Epigenetics ,Ecology, Evolution, Behavior and Systematics ,Regulation of gene expression ,biology ,Tissue-Specific Gene Expression ,Cell Biology ,Epigenome ,Histone ,Cephalopoda ,Evolutionary biology ,DNA methylation ,DNA Transposable Elements ,biology.protein ,General Agricultural and Biological Sciences ,Developmental Biology ,Biotechnology - Abstract
Background Epigenetic regulatory mechanisms are divergent across the animal kingdom, yet these mechanisms are not well studied in non-model organisms. Unique features of cephalopods make them attractive for investigating behavioral, sensory, developmental, and regenerative processes, and recent studies have elucidated novel features of genome organization and gene and transposon regulation in these animals. However, it is not known how epigenetics regulates these interesting cephalopod features. We combined bioinformatic and molecular analysis of Octopus bimaculoides to investigate the presence and pattern of DNA methylation and examined the presence of DNA methylation and 3 histone post-translational modifications across tissues of three cephalopod species. Results We report a dynamic expression profile of the genes encoding conserved epigenetic regulators, including DNA methylation maintenance factors in octopus tissues. Levels of 5-methyl-cytosine in multiple tissues of octopus, squid, and bobtail squid were lower compared to vertebrates. Whole genome bisulfite sequencing of two regions of the brain and reduced representation bisulfite sequencing from a hatchling of O. bimaculoides revealed that less than 10% of CpGs are methylated in all samples, with a distinct pattern of 5-methyl-cytosine genome distribution characterized by enrichment in the bodies of a subset of 14,000 genes and absence from transposons. Hypermethylated genes have distinct functions and, strikingly, many showed similar expression levels across tissues while hypomethylated genes were silenced or expressed at low levels. Histone marks H3K27me3, H3K9me3, and H3K4me3 were detected at different levels across tissues of all species. Conclusions Our results show that the DNA methylation and histone modification epigenetic machinery is conserved in cephalopods, and that, in octopus, 5-methyl-cytosine does not decorate transposable elements, but is enriched on the gene bodies of highly expressed genes and could cooperate with the histone code to regulate tissue-specific gene expression.
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- 2021
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37. Tissue Specific Transcriptome Changes Upon Influenza A Virus Replication in the Duck
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Lee K. Campbell, Ximena Fleming-Canepa, Robert G. Webster, and Katharine E. Magor
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Male ,Immunology ,Biology ,medicine.disease_cause ,Virus Replication ,Proinflammatory cytokine ,03 medical and health sciences ,Downregulation and upregulation ,Interferon ,Influenza, Human ,medicine ,Influenza A virus ,Immunology and Allergy ,Animals ,Humans ,reservoir host ,highly pathogenic avian influenza ,duck (Anas platrhynchos) ,Gene ,030304 developmental biology ,Original Research ,Disease Reservoirs ,0303 health sciences ,Influenza A Virus, H5N1 Subtype ,Gene Expression Profiling ,030302 biochemistry & molecular biology ,Tissue-Specific Gene Expression ,RC581-607 ,Virology ,Influenza A virus subtype H5N1 ,3. Good health ,Ducks ,Viral replication ,Gene Expression Regulation ,Influenza in Birds ,proinflammatory cytokines ,Host-Pathogen Interactions ,Female ,Immunologic diseases. Allergy ,RNA-seq ,Influenza A Virus, H5N2 Subtype ,medicine.drug - Abstract
Ducks are the natural host and reservoir of influenza A virus (IAV), and as such are permissive to viral replication while being unharmed by most strains. It is not known which mechanisms of viral control are globally regulated during infection, and which are specific to tissues during infection. Here we compare transcript expression from tissues from Pekin ducks infected with a recombinant H5N1 strain A/Vietnam 1203/04 (VN1203) or an H5N2 strain A/British Columbia 500/05 using RNA-sequencing analysis and aligning reads to the NCBI assembly ZJU1.0 of the domestic duck (Anas platyrhynchos) genome. Highly pathogenic VN1203 replicated in lungs and showed systemic dissemination, while BC500, like most low pathogenic strains, replicated in the intestines. VN1203 infection induced robust differential expression of genes all three days post infection, while BC500 induced the greatest number of differentially expressed genes on day 2 post infection. While there were many genes globally upregulated in response to either VN1203 or BC500, tissue specific gene expression differences were observed. Lungs of ducks infected with VN1203 and intestines of birds infected with BC500, tissues important in influenza replication, showed highest upregulation of pattern recognition receptors and interferon stimulated genes early in the response. These tissues also appear to have specific downregulation of inflammatory components, with downregulation of distinct sets of proinflammatory cytokines in lung, and downregulation of key components of leukocyte recruitment and complement pathways in intestine. Our results suggest that global and tissue specific regulation patterns help the duck control viral replication as well as limit some inflammatory responses in tissues involved in replication to avoid damage.
- Published
- 2021
38. Multi-tissue transcriptome-wide association study identifies eight candidate genes and tissue-specific gene expression underlying endometrial cancer susceptibility
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Gabriel Cuellar-Partida, Tracy A. O'Mara, Amanda B. Spurdle, Rodney J. Scott, Diether Lambrechts, Dylan M. Glubb, Thilo Dörk, Pik Fang Kho, Xuemin Wang, and Ellen L. Goode
- Subjects
Life Sciences & Biomedicine - Other Topics ,Candidate gene ,QH301-705.5 ,Quantitative Trait Loci ,Medicine (miscellaneous) ,Locus (genetics) ,Genome-wide association study ,Biology ,LETROZOLE ,Bioinformatics ,Article ,General Biochemistry, Genetics and Molecular Biology ,Transcriptome ,Endometrial cancer ,ACETATE ,medicine ,Humans ,Genetic Predisposition to Disease ,RECURRENT ,Biology (General) ,HYPERPLASIA ,Cancer genetics ,Genetic association ,ATYPIA ,Science & Technology ,Gene Expression Profiling ,Tissue-Specific Gene Expression ,Cancer ,medicine.disease ,Endometrial Neoplasms ,Multidisciplinary Sciences ,Organ Specificity ,Science & Technology - Other Topics ,Female ,General Agricultural and Biological Sciences ,Life Sciences & Biomedicine ,Genome-Wide Association Study - Abstract
Genome-wide association studies (GWAS) have revealed sixteen risk loci for endoemtrial cancer but the identification of candidate susceptibility genes remains challenging. Here, we perform transcriptome-wide association study (TWAS) analyses using the largest endometrial cancer GWAS and gene expression from six relevant tissues, prioritizing eight candidate endometrial cancer susceptibility genes, one of which (EEFSEC) is located at a potentially novel endometrial cancer risk locus. We also show evidence of biologically relevant tissue-specific expression associations for CYP19A1 (adipose), HEY2 (ovary) and SKAP1 (whole blood). A phenome-wide association study demonstrates associations of candidate susceptibility genes with anthropometric, cardiovascular, diabetes, bone health and sex hormone traits that are related to endometrial cancer risk factors. Lastly, analysis of TWAS data highlights candidate compounds for endometrial cancer repurposing. In summary, this study reveals endometrial cancer susceptibility genes, including those with evidence of tissue specificity, providing insights into endometrial cancer aetiology and avenues for therapeutic development., Pik Fang Kho et al. conduct multi-tissue transcriptome-wide association studies of endometrial cancer risk. Their results identify potential susceptibility genes for endometrial cancer, and provide avenues for the development of future treatments for this disease.
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- 2021
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39. The Legacy of Sexual Ancestors in Phenotypic Variability, Gene Expression, and Homoeolog Regulation of Asexual Hybrids and Polyploids
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Dorota Juchno, Olga Jablonska, Karel Halačka, Vladimir Benes, Jan Pačes, Jan Mendel, Oldřich Bartoš, Alicja Boroń, Monika Sidova, Anna Leska, Karel Janko, Ladislav Pekárik, Miloslav Petrtýl, Jan Roslein, Eva Kasparova, and Jan Kotusz
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Male ,0106 biological sciences ,Asexual reproduction ,Biology ,010603 evolutionary biology ,01 natural sciences ,Genome ,Asexuality ,Polyploidy ,03 medical and health sciences ,Polyploid ,Reproduction, Asexual ,Genetics ,Animals ,hybridization ,Molecular Biology ,Gene ,Ecosystem ,Discoveries ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,Regulation of gene expression ,0303 health sciences ,Tissue-Specific Gene Expression ,expression-level dominance ,Cypriniformes ,Phenotype ,Gene Expression Regulation ,Evolutionary biology ,tissue-specific gene expression ,Hybridization, Genetic ,Female ,cis-/trans-regulation ,Ploidy ,asexuality - Abstract
Hybridization and polyploidization are important evolutionary processes whose impacts range from the alteration of gene expression and phenotypic variation to the triggering of asexual reproduction. We investigated fishes of the Cobitis taenia-elongatoides hybrid complex, which allowed us to disentangle the direct effects of both processes, due to the co-occurrence of parental species with their diploid and triploid hybrids. Employing morphological, ecological, and RNAseq approaches, we investigated the molecular determinants of hybrid and polyploid forms. In contrast with other studies, hybridization and polyploidy induced relatively very little transgressivity. Instead, Cobitis hybrids appeared intermediate with a clear effect of genomic dosing when triploids expressed higher similarity to the parent contributing two genome sets. This dosage effect was symmetric in the germline (oocyte gene expression), interestingly though, we observed an overall bias toward C. taenia in somatic tissues and traits. At the level of individual genes, expression-level dominance vastly prevailed over additivity or transgressivity. Also, trans-regulation of gene expression was less efficient in diploid hybrids than in triploids, where the expression modulation of homoeologs derived from the “haploid” parent was stronger than those derived from the “diploid” parent. Our findings suggest that the apparent intermediacy of hybrid phenotypes results from the combination of individual genes with dominant expression rather than from simple additivity. The efficiency of cross-talk between trans-regulatory elements further appears dosage dependent. Important effects of polyploidization may thus stem from changes in relative concentrations of trans-regulatory elements and their binding sites between hybridizing genomes. Links between gene regulation and asexuality are discussed.
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- 2019
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40. RNA-sequencing across three matched tissues reveals shared and tissue-specific gene expression and pathway signatures of COPD
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Caroline A. Owen, Peter J. Castaldi, Edwin K. Silverman, Robert P. Chase, Kimberly Glass, Minseok Seo, Craig P. Hersh, Dawn L. DeMeo, Margaret M. Parker, Miguel Divo, and Jarrett D. Morrow
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0301 basic medicine ,Candidate gene ,Matched Tissues ,RNA-Seq ,Respiratory Mucosa ,Biology ,Cohort Studies ,Pulmonary Disease, Chronic Obstructive ,03 medical and health sciences ,0302 clinical medicine ,Macrophages, Alveolar ,Gene expression ,Humans ,COPD ,Longitudinal Studies ,Transcriptomics ,Gene ,Emphysema ,lcsh:RC705-779 ,Sequence Analysis, RNA ,Gene Expression Profiling ,Research ,Tissue-Specific Gene Expression ,Genomics ,lcsh:Diseases of the respiratory system ,respiratory system ,Phenotype ,3. Good health ,respiratory tract diseases ,Gene expression profiling ,030104 developmental biology ,030228 respiratory system ,Immunology ,RNA-seq ,Follow-Up Studies - Abstract
Background Multiple gene expression studies have been performed separately in peripheral blood, lung, and airway tissues to study COPD. We performed RNA-sequencing gene expression profiling of large-airway epithelium, alveolar macrophage and peripheral blood samples from the same subset of COPD cases and controls from the COPDGene study who underwent bronchoscopy at a single center. Using statistical and gene set enrichment approaches, we sought to improve the understanding of COPD by studying gene sets and pathways across these tissues, beyond the individual genomic determinants. Methods We performed differential expression analysis using RNA-seq data obtained from 63 samples from 21 COPD cases and controls (includes four non-smokers) via the R package DESeq2. We tested associations between gene expression and variables related to lung function, smoking history, and CT scan measures of emphysema and airway disease. We examined the correlation of differential gene expression across the tissues and phenotypes, hypothesizing that this would reveal preserved and private gene expression signatures. We performed gene set enrichment analyses using curated databases and findings from prior COPD studies to provide biological and disease relevance. Results The known smoking-related genes CYP1B1 and AHRR were among the top differential expression results for smoking status in the large-airway epithelium data. We observed a significant overlap of genes primarily across large-airway and macrophage results for smoking and airway disease phenotypes. We did not observe specific genes differentially expressed in all three tissues for any of the phenotypes. However, we did observe hemostasis and immune signaling pathways in the overlaps across all three tissues for emphysema, and amyloid and telomere-related pathways for smoking. In peripheral blood, the emphysema results were enriched for B cell related genes previously identified in lung tissue studies. Conclusions Our integrative analyses across COPD-relevant tissues and prior studies revealed shared and tissue-specific disease biology. These replicated and novel findings in the airway and peripheral blood have highlighted candidate genes and pathways for COPD pathogenesis. Electronic supplementary material The online version of this article (10.1186/s12931-019-1032-z) contains supplementary material, which is available to authorized users.
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- 2019
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41. Characterisation of Faba Bean (Vicia faba L.) Transcriptome Using RNA-Seq: Sequencing, De Novo Assembly, Annotation, and Expression Analysis
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Shivraj Braich, Shimna Sudheesh, John W. Forster, and Sukhjiwan Kaur
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V. faba cultivars ,RNA-Seq ,Illumina ,de novo assembly ,BLAST ,sequence annotation ,tissue-specific gene expression ,Agriculture - Abstract
RNA sequencing (RNA-Seq) is a deep sequencing method used for transcriptome profiling. RNA-Seq assemblies have successfully been used for a broad variety of applications, such as gene characterisation, functional genomic studies, and gene expression analysis, particularly useful in the absence of a well-studied genome reference sequence. This study reports on the development of reference unigene sets from faba bean using RNA-Seq. Two Australian faba bean cultivars (Doza and Farah) that differ in terms of disease resistance, breeding habit, and adaptation characteristics, and have been extensively used in breeding programs, were utilised in this study. The de novo assembly resulted in a total of 58,962 and 53,275 transcripts with approximately 67 Mbp (1588 bp N50) and 61 Mbp (1629 bp N50) for Doza and Farah, respectively. The generated transcripts have been compared to the protein and nucleotide databases of NCBI, as well as to the gene complements of several related legume species such as Medicago truncatula, soybean, and chickpea. Both assemblies were compared to previously-published faba bean transcriptome reference sets for the degree of completeness and utility. Annotation of unigenes has been performed, and patterns of tissue-specific expression identified. The gene complement derived from this comprehensive transcriptome analysis shows that faba bean, despite its complex 13 Gbp genome, compares well to other legumes in expressed gene content. This study in faba bean represents the most comprehensive reference transcriptomes from two different Australian cultivars available to date and it provides a valuable resource for future genomics-assisted breeding activities in this species.
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- 2017
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42. Atlas of tissue-specific and tissue-preferential gene expression in ecologically and economically significant conifer Pinus sylvestris
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Cervantes, S. (Sandra), Vuosku, J. (Jaana), Pyhäjärvi, T. (Tanja), Cervantes, S. (Sandra), Vuosku, J. (Jaana), and Pyhäjärvi, T. (Tanja)
- Abstract
Despite their ecological and economical importance, conifers genomic resources are limited, mainly due to the large size and complexity of their genomes. Additionally, the available genomic resources lack complete structural and functional annotation. Transcriptomic resources have been commonly used to compensate for these deficiencies, though for most conifer species they are limited to a small number of tissues, or capture only a fraction of the genes present in the genome. Here we provide an atlas of gene expression patterns for conifer Pinus sylvestris across five tissues: embryo, megagametophyte, needle, phloem and vegetative bud. We used a wide range of tissues and focused our analyses on the expression profiles of genes at tissue level. We provide comprehensive information of the per-tissue normalized expression level, indication of tissue preferential upregulation and tissue-specificity of expression. We identified a total of 48,001 tissue preferentially upregulated and tissue specifically expressed genes, of which 28% have annotation in the Swiss-Prot database. Even though most of the putative genes identified do not have functional information in current biological databases, the tissue-specific patterns discovered provide valuable information about their potential functions for further studies, as for example in the areas of plant physiology, population genetics and genomics in general. As we provide information on tissue specificity at both diploid and haploid life stages, our data will also contribute to the understanding of evolutionary rates of different tissue types and ploidy levels.
- Published
- 2021
43. Cap analysis of gene expression (CAGE) sequencing reveals alternative promoter usage in complex disease
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Sonal Dahale, Sebastiaan van Heesch, Jorge Ruiz-Orera, Michal Pravenec, Norbert Hubner, Jan Silhavy, and Santosh S. Atanur
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Gene isoform ,Untranslated region ,Insulin receptor ,Spontaneously hypertensive rat ,biology ,Insulin ,medicine.medical_treatment ,biology.protein ,medicine ,Tissue-Specific Gene Expression ,Gene ,Molecular biology ,Cap analysis gene expression - Abstract
The role of alternative promoter usage in tissue specific gene expression has been well established, however, its role in complex diseases is poorly understood. We performed cap analysis of gene expression (CAGE) tag sequencing from the left ventricle (LV) of a rat model of hypertension, the spontaneously hypertensive rat (SHR), and a normotensive strain, the Brown Norway (BN) to understand role of alternative promoter usage in complex disease. We identified 26,560 CAGE-defined transcription start sites (TSS) in the rat LV, including 1,970 novel cardiac TSS resulting in new transcripts. We identified 27 genes with alternative promoter usage between SHR and BN which could lead to protein isoforms differing at the amino terminus between two strains. Additionally, we identified 475 promoter switching events where a shift in TSS usage was within 100bp between SHR and BN, altering length of the 5’ UTR. Genomic variants located in the shifting promoter regions showed significant allelic imbalance in F1 crosses, confirming promoter shift. We found that the insulin receptor gene (Insr) showed a switch in promoter usage between SHR and BN in heart and liver. The Insr promoter shift was significantly associated with insulin levels and blood pressure within a panel of BXH/HXB recombinant inbred (RI) rat strains. This suggests that the hyperinsulinemia due to insulin resistance might lead to hypertension in SHR. Our study provides a preliminary evidence of alternative promoter usage in complex diseases.
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- 2021
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44. Comprehensive identification of sexually dimorphic genes in diverse cattle tissues using RNA-seq.
- Author
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Minseok Seo, Caetano-Anolles, Kelsey, Rodriguez-Zas, Sandra, Sojeong Ka, Jin Young Jeong, Sungkwon Park, Min Ji Kim, Whan-Gook Nho, Seoae Cho, Heebal Kim, and Hyun-Jeong Lee
- Subjects
- *
GENES , *GENOMES , *HEREDITY , *CATTLE , *BOS - Abstract
Background: Molecular mechanisms associated with sexual dimorphism in cattle have not been well elucidated. Furthermore, as recent studies have implied that gene expression patterns are highly tissue specific, it is essential to investigate gene expression in a variety of tissues using RNA-seq. Here, we employed and compared two statistical methods, a simple two group test and Analysis of deviance (ANODEV), in order to investigate bovine sexually dimorphic genes in 40 RNA-seq samples distributed across two factors: sex and tissue. Results: As a result, we detected 752 sexually dimorphic genes across tissues from two statistical approaches and identified strong tissue-specific patterns of gene expression. Additionally, significantly detected sex-related genes shared between two mammal species (cattle and rat) were identified using qRT-PCR. Conclusions: Results of our analyses reveal that sexual dimorphism of metabolic tissues and pituitary gland in cattle involves various biological processes. Several differentially expressed genes between sexes in cattle and rat species are shared, but show tissue-specific patterns. Finally, we concluded that two distinct statistical approaches have their advantages and disadvantages in RNA-seq studies investigating multiple tissues. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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45. De novo assembly and characterisation of the field pea transcriptome using RNA-Seq.
- Author
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Sudheesh, Shimna, Sawbridge, Timothy I., Cogan, Noel O. I., Kennedy, Peter, Forster, John W., and Kaur, Sukhjiwan
- Subjects
- *
RNA sequencing , *PEAS , *LEGUMES , *NUCLEOTIDE sequence , *NUCLEOTIDE analysis - Abstract
Background: Field pea (Pisum sativum L.) is a cool-season grain legume that is cultivated world-wide for both human consumption and stock-feed purposes. Enhancement of genetic and genomic resources for field pea will permit improved understanding of the control of traits relevant to crop productivity and quality. Advances in second-generation sequencing and associated bioinformatics analysis now provide unprecedented opportunities for the development of such resources. The objective of this study was to perform transcriptome sequencing and characterisation from two genotypes of field pea that differ in terms of seed and plant morphological characteristics. Results: Transcriptome sequencing was performed with RNA templates from multiple tissues of the field pea genotypes Kaspa and Parafield. Tissue samples were collected at various growth stages, and a total of 23 cDNA libraries were sequenced using Illumina high-throughput sequencing platforms. A total of 407 and 352 million paired-end reads from the Kaspa and Parafield transcriptomes, respectively were assembled into 129,282 and 149,272 contigs, which were filtered on the basis of known gene annotations, presence of open reading frames (ORFs), reciprocal matches and degree of coverage. Totals of 126,335 contigs from Kaspa and 145,730 from Parafield were subsequently selected as the reference set. Reciprocal sequence analysis revealed that c. 87 % of contigs were expressed in both cultivars, while a small proportion were unique to each genotype. Reads from different libraries were aligned to the genotype-specific assemblies in order to identify and characterise expression of contigs on a tissue-specific basis, of which 87 % were expressed in more than one tissue, while others showed distinct expression patterns in specific tissues, providing unique transcriptome signatures. Conclusion: This study provided a comprehensive assembled and annotated transcriptome set for field pea that can be used for development of genetic markers, in order to assess genetic diversity, construct linkage maps, perform trait-dissection and implement whole-genome selection strategies in varietal improvement programs, as well to identify target genes for genetic modification approaches on the basis of annotation and expression analysis. In addition, the reference field pea transcriptome will prove highly valuable for comparative genomics studies and construction of a finalised genome sequence. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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46. Novel lincRNA Discovery and Tissue-Specific Gene Expression across 30 Normal Human Tissues
- Author
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Xianfeng Chen and Zhifu Sun
- Subjects
Large class ,bipolar disease ,Single-nucleotide polymorphism ,Genome-wide association study ,Computational biology ,Biology ,QH426-470 ,Kidney ,Article ,03 medical and health sciences ,0302 clinical medicine ,human normal tissue ,Databases, Genetic ,Genetics ,Humans ,long intergenic non-coding RNA ,Gene ,Lung ,Genetics (clinical) ,030304 developmental biology ,0303 health sciences ,GWAS SNPs ,Bipolar disease ,Tissue-Specific Gene Expression ,Brain ,RNA sequencing ,Liver ,Organ Specificity ,030220 oncology & carcinogenesis ,lincRNA ,tissue-specific gene expression ,Tissue type ,RNA, Long Noncoding ,GTEx ,Function (biology) - Abstract
Long non-coding RNAs (lncRNAs) are a large class of gene transcripts that do not code proteins, however, their functions are largely unknown and many new lncRNAs are yet to be discovered. Taking advantage of our previously developed, super-fast, novel lncRNA discovery pipeline, UClncR, and rich resources of GTEx RNA-seq data, we performed systematic novel lincRNA discovery for over 8000 samples across 30 tissue types. We conducted novel detection for each major tissue type first and then consolidated the novel discoveries from all tissue types. These novel lincRNs were profiled and analyzed along with known genes to identify tissue-specific genes in 30 major human tissue types. Thirteen sub-brain regions were also analyzed in a similar manner. Our analysis revealed thousands to tens of thousands of novel lincRNAs for each tissue type. These lincRNAs could define each tissue type’s identity and demonstrated their reliability and tissue-specific expression. Tissue-specific genes were identified for each major tissue type and sub-brain region. The tissue-specific genes clearly defined each respective tissue’s unique function and could be used to expand the interpretation of non-coding SNPs from genome-wide association (GWAS) studies.
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- 2021
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47. Quantitative neurogenetics: applications in understanding disease
- Author
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Hamid Alinejad-Rokny, Ali Afrasiabi, Nigel H. Lovell, Elizabeth E. Palmer, Julian Ik-Tsen Heng, and Jeremy T Keane
- Subjects
0301 basic medicine ,Regulation of gene expression ,Tissue-Specific Gene Expression ,Neurogenetics ,Chromosome Mapping ,Gene Expression ,Neurodegenerative Diseases ,Disease ,Computational biology ,Biology ,Biochemistry ,DNA sequencing ,Pathogenesis ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Humans ,Genetic Predisposition to Disease ,Genetic risk ,Gene ,030217 neurology & neurosurgery - Abstract
Neurodevelopmental and neurodegenerative disorders (NNDs) are a group of conditions with a broad range of core and co-morbidities, associated with dysfunction of the central nervous system. Improvements in high throughput sequencing have led to the detection of putative risk genetic loci for NNDs, however, quantitative neurogenetic approaches need to be further developed in order to establish causality and underlying molecular genetic mechanisms of pathogenesis. Here, we discuss an approach for prioritizing the contribution of genetic risk loci to complex-NND pathogenesis by estimating the possible impacts of these loci on gene regulation. Furthermore, we highlight the use of a tissue-specificity gene expression index and the application of artificial intelligence (AI) to improve the interpretation of the role of genetic risk elements in NND pathogenesis. Given that NND symptoms are associated with brain dysfunction, risk loci with direct, causative actions would comprise genes with essential functions in neural cells that are highly expressed in the brain. Indeed, NND risk genes implicated in brain dysfunction are disproportionately enriched in the brain compared with other tissues, which we refer to as brain-specific expressed genes. In addition, the tissue-specificity gene expression index can be used as a handle to identify non-brain contexts that are involved in NND pathogenesis. Lastly, we discuss how using an AI approach provides the opportunity to integrate the biological impacts of risk loci to identify those putative combinations of causative relationships through which genetic factors contribute to NND pathogenesis.
- Published
- 2021
48. Endomitosis controls tissue-specific gene expression during development
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van der Palen, van Rijnberk, Galli, Schild, and Korswagen
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Gene expression ,Tissue-Specific Gene Expression ,Ploidy ,Biology ,Gene ,Genome ,Vitellogenins ,Germline ,Cell biology ,Genomic organization - Abstract
SummaryPolyploid cells contain more than two copies of the genome and are found in many plant and animal tissues. Different types of polyploidy exist, in which the genome is confined to either one nucleus (mononucleation) or two or more nuclei (multinucleation). Despite the widespread occurrence of polyploidy, the functional significance of different types of polyploidy are largely unknown. Here, we assess the function of multinucleation in C. elegans intestinal cells through specific inhibition of binucleation without altering genome ploidy. Through single worm RNA sequencing, we find that binucleation is important for tissuespecific gene expression, most prominently for genes that show a rapid upregulation at the transition from larval development to adulthood. Regulated genes include vitellogenins, which encode yolk proteins that facilitate nutrient transport to the germline. We find that reduced expression of vitellogenins in mononucleated intestinal cells leads to progeny with developmental delays and reduced fitness. Together, our results show that binucleation facilitates rapid upregulation of intestine-specific gene expression during development, independently of genome ploidy, underscoring the importance of spatial genome organization for polyploid cell function.
- Published
- 2021
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49. Prime editing in mice reveals the essentiality of a single base in driving tissue-specific gene expression
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Joseph M. Miano, Shengdar Q. Tsai, Kevin Holden, Orazio J. Slivano, Rob J. Munroe, Christian M. Abratte, Amr R. Ghanam, Wei Zhang, Cicera R. Lazzarotto, Mihyun Choi, David R. Liu, Xiaochun Long, Anastasia P. Kadina, Gregory A. Newby, Pan Gao, John A. Walker, John C. Schimenti, and Qing Lyu
- Subjects
lcsh:QH426-470 ,Mouse ,Tetraspanins ,Fluorescent Antibody Technique ,Mice, Transgenic ,Nerve Tissue Proteins ,Biology ,Mice ,Prime editing ,Genome editing ,Transcription (biology) ,Gene expression ,CRISPR ,Animals ,Point Mutation ,Promoter Regions, Genetic ,Gene ,lcsh:QH301-705.5 ,Genetics ,Gene Editing ,Binding Sites ,Base Sequence ,Point mutation ,Research ,Tissue-Specific Gene Expression ,Recombinational DNA Repair ,DNA binding site ,lcsh:Genetics ,lcsh:Biology (General) ,Gene Expression Regulation ,Organ Specificity ,CRISPR-Cas Systems ,Transcription ,Protein Binding - Abstract
Background Most single nucleotide variants (SNVs) occur in noncoding sequence where millions of transcription factor binding sites (TFBS) reside. Here, a comparative analysis of CRISPR-mediated homology-directed repair (HDR) versus the recently reported prime editing 2 (PE2) system was carried out in mice over a TFBS called a CArG box in the Tspan2 promoter. Results Quantitative RT-PCR showed loss of Tspan2 mRNA in aorta and bladder, but not heart or brain, of mice homozygous for an HDR-mediated three base pair substitution in the Tspan2 CArG box. Using the same protospacer, mice homozygous for a PE2-mediated single-base substitution in the Tspan2 CArG box displayed similar cell-specific loss of Tspan2 mRNA; expression of an overlapping long noncoding RNA was also nearly abolished in aorta and bladder. Immuno-RNA fluorescence in situ hybridization validated loss of Tspan2 in vascular smooth muscle cells of HDR and PE2 CArG box mutant mice. Targeted sequencing demonstrated variable frequencies of on-target editing in all PE2 and HDR founders. However, whereas no on-target indels were detected in any of the PE2 founders, all HDR founders showed varying levels of on-target indels. Off-target analysis by targeted sequencing revealed mutations in many HDR founders, but none in PE2 founders. Conclusions PE2 directs high-fidelity editing of a single base in a TFBS leading to cell-specific loss in expression of an mRNA/long noncoding RNA gene pair. The PE2 platform expands the genome editing toolbox for modeling and correcting relevant noncoding SNVs in the mouse.
- Published
- 2021
50. Generation and Characterisation of a Reference Transcriptome for Phalaris (Phalaris aquatica L.)
- Author
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Rebecca C. Baillie, Michelle C. Drayton, Luke W. Pembleton, Sukhjiwan Kaur, Richard A. Culvenor, Kevin F. Smith, German C. Spangenberg, John W. Forster, and Noel O. I. Cogan
- Subjects
RNA-Seq ,harding grass ,de novo assembly ,sequence annotation ,tissue-specific gene expression ,P. tuberosa ,Poaceae ,Agriculture - Abstract
Phalaris aquatica is a cool-season perennial grass species that is extensively cultivated in Australia, with additional usage in other areas of the world. Phalaris displays a number of desirable agronomic characteristics, although unfavourable traits include excessive seed shattering, sensitivity to aluminium toxicity, and several toxicosis syndromes. Varietal development has to date been based on traditional selection methods, but would benefit from the application of genomics-based approaches, which require the development of large-scale sequence resources. Due to a large nuclear DNA content, methods that target the expressed component of the genome and reduce the complexity of analysis are most amenable to current sequencing technologies. A reference unigene set has been developed by transcriptome sequencing of multiple tissues from a single plant belonging to the variety Landmaster. Comparisons have been made to gene complements from related species, as well as reference protein databases, and patterns of gene expression in different tissues have been evaluated. A number of candidate genes relevant to removal of undesirable attributes have been identified. The reference unigene set will provide the basis for detailed studies of differential gene expression and identification of candidate genes for potential transgenic deployment, as well as a critical resource for genotypic analysis to support future genomics-assisted breeding activities for phalaris improvement.
- Published
- 2017
- Full Text
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