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The Value of Immune-Related Genes Signature in Osteosarcoma Based on Weighted Gene Co-expression Network Analysis. J Immunol Res 2021. [DOI: 10.1155/2021/9989321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background. Osteosarcoma (OS) is a serious malignant tumor that is more common in adolescents or children under 20 years of age. This study is aimed at obtaining immune-related genes (IRGs) associated with the progression and prognosis of OS. Method. Expression profiling data and clinical data for OS were downloaded from the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) database. ESTIMATE calculates immune scores and stromal scores of samples and performs the prognostic analysis. Weighted gene coexpression network analysis (WGCNA) was used to find modules correlated with immune and stromal scores. Cox regression analysis and least absolute shrinkage and selection operator (LASSO) analysis were used to explore IRGs associated with OS prognosis and construct and validate a hazard score model. Finally, we verified the expression and function of EVI2B in OS. Results. WGCNA selected twenty-eight IRGs, 10 of which were associated with OS prognosis, and LASSO further obtained three key prognostic genes. A prognostic model of EVI2B was constructed, and according to the risk score model, patients in the high-risk group had a worse prognosis than those in the low-risk group, and the prognosis was statistically significant in the high- and low-risk groups. Receiver operating characteristic (ROC) curves were used to assess the prognostic model’s accuracy and externally validate the independent GSE21257 cohort. The results of immunohistochemical staining and qPCR showed that EVI2B was a tumor suppressor gene. The differential genes in the high- and low-risk groups were analyzed by enrichment analysis of GO and KEGG, indicating that the EVI2B model is associated with immune response. Conclusion. In this study, IRG EVI2B is closely related to OS’s prognosis and can be used as a potential biomarker for prognosis and treatment of OS.
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Scheffzek K, Shivalingaiah G. Ras-Specific GTPase-Activating Proteins-Structures, Mechanisms, and Interactions. Cold Spring Harb Perspect Med 2019; 9:cshperspect.a031500. [PMID: 30104198 DOI: 10.1101/cshperspect.a031500] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Ras-specific GTPase-activating proteins (RasGAPs) down-regulate the biological activity of Ras proteins by accelerating their intrinsic rate of GTP hydrolysis, basically by a transition state stabilizing mechanism. Oncogenic Ras is commonly not sensitive to RasGAPs caused by interference of mutants with the electronic or steric requirements of the transition state, resulting in up-regulation of activated Ras in respective cells. RasGAPs are modular proteins containing a helical catalytic RasGAP module surrounded by smaller domains that are frequently involved in the subcellular localization or contributing to regulatory features of their host proteins. In this review, we summarize current knowledge about RasGAP structure, mechanism, regulation, and dual-substrate specificity and discuss in some detail neurofibromin, one of the most important negative Ras regulators in cellular growth control and neuronal function.
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Affiliation(s)
- Klaus Scheffzek
- Division of Biological Chemistry (Biocenter), Medical University of Innsbruck, A-6020 Innsbruck, Austria
| | - Giridhar Shivalingaiah
- Division of Biological Chemistry (Biocenter), Medical University of Innsbruck, A-6020 Innsbruck, Austria
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Vishnoi A, Kryazhimskiy S, Bazykin GA, Hannenhalli S, Plotkin JB. Young proteins experience more variable selection pressures than old proteins. Genome Res 2010; 20:1574-81. [PMID: 20921233 DOI: 10.1101/gr.109595.110] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
It is well known that young proteins tend to experience weaker purifying selection and evolve more quickly than old proteins. Here, we show that, in addition, young proteins tend to experience more variable selection pressures over time than old proteins. We demonstrate this pattern in three independent taxonomic groups: yeast, Drosophila, and mammals. The increased variability of selection pressures on young proteins is highly significant even after controlling for the fact that young proteins are typically shorter and experience weaker purifying selection than old proteins. The majority of our results are consistent with the hypothesis that the function of a young gene tends to change over time more readily than that of an old gene. At the same time, our results may be caused in part by young genes that serve constant functions over time, but nevertheless appear to evolve under changing selection pressures due to depletion of adaptive mutations. In either case, our results imply that the evolution of a protein-coding sequence is partly determined by its age and origin, and not only by the phenotypic properties of the encoded protein. We discuss, via specific examples, the consequences of these findings for understanding of the sources of evolutionary novelty.
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Affiliation(s)
- Anchal Vishnoi
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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Abstract
Neurofibromin is a cytoplasmic protein that is predominantly expressed in neurons, Schwann cells, oligodendrocytes, astrocytes and leukocytes. It is encoded by the gene NF1, located on chromosome 17, at q11.2, and has different biochemical functions, including association to microtubules and participation in several signaling pathways. Alterations in this protein are responsible for a phacomatosis named neurofibromatosis type 1.
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Affiliation(s)
- A B Trovó-Marqui
- Departamento de Biologia, UNESP-Universidade Estadual Paulista, Brazil
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Vourc'h P, Andres C. Oligodendrocyte myelin glycoprotein (OMgp): evolution, structure and function. ACTA ACUST UNITED AC 2004; 45:115-24. [PMID: 15145622 DOI: 10.1016/j.brainresrev.2004.01.003] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2004] [Indexed: 12/16/2022]
Abstract
The oligodendrocyte myelin glycoprotein (OMgp) is a glycosylphosphatidylinositol-anchored protein expressed by neurons and oligodendrocytes in the central nervous system (CNS). Although the precise function of OMgp is yet to be determined in vivo, recent in vitro studies suggested roles for this protein in both the developing and adult central nervous system. In vitro experiments demonstrated the participation of OMgp in growth cone collapse and inhibition of neurite outgrowth through its interaction with NgR, the receptor for Nogo. This function requires its leucine-rich repeat domain, a highly conserved region in OMgp during mammal evolution. OMgp leucine-rich repeat domain is also implicated in the inhibition of cell proliferation. Based on its developmental expression, localization and structure, OMgp may also be involved in the formation and maintenance of myelin sheaths. Cell proliferation, neuronal sprouting and myelination are crucial processes involved in brain development and regeneration after injury. Here, we review the information available on the structure and evolution of OMgp, summarize its tissue expression and discuss its putative role(s) during the development and in adult CNS.
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Affiliation(s)
- Patrick Vourc'h
- Génétique et physiopathologie de l'autisme et des déficiences mentales, INSERM U619, CHRU Tours and Faculté de Médecine, 2 bis Bd Tonnellé, 37032 Tours Cedex, France
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Toramoto T, Ikeda D, Ochiai Y, Minoshima S, Shimizu N, Watabe S. Multiple gene organization of pufferfish Fugu rubripes tropomyosin isoforms and tissue distribution of their transcripts. Gene 2004; 331:41-51. [PMID: 15094190 DOI: 10.1016/j.gene.2004.01.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2003] [Revised: 12/29/2003] [Accepted: 01/15/2004] [Indexed: 10/26/2022]
Abstract
The Japanese pufferfish, torafugu (Fugu rubripes), has a haploid genome of about 400 Mb in size, which has been sequenced to approximately 90% coverage. Here we identified six Fugu tropomyosin (TPM) gene sequences by using the BLASTN program and the sequence of the white croaker TPM1 gene in our collection against the draft assembly of the Fugu genomic sequence database. TPM2, TPM3 and TPM4 genes were identified together with a set of two potentially duplicated genes of TPM1 (TPM1-1 and TPM1-2) as described in our previous report and TPM4 (TPM4-1 and TPM4-2) newly found in this study. The expression patterns of these Fugu TPM genes were determined by reverse transcription polymerase chain reaction (RT-PCR). A phylogenetic tree was constructed using the deduced amino acid sequences, which were encoded by the exons common to all vertebrate TPM genes. This indicated that the Fugu TPM1 and TPM4 genes had resulted from a gene duplication in the fish evolutionary lineage.
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Affiliation(s)
- Takuya Toramoto
- Laboratory of Aquatic Molecular Biology and Biotechnology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo, Tokyo, 113-8657, Japan
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Ikeda D, Toramoto T, Ochiai Y, Suetake H, Suzuki Y, Minoshima S, Shimizu N, Watabe S. Identification of novel tropomyosin 1 genes of pufferfish (Fugu rubripes) on genomic sequences and tissue distribution of their transcripts. Mol Biol Rep 2003; 30:83-90. [PMID: 12841578 DOI: 10.1023/a:1023995208279] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Fugu genome database enabled us to identify two novel tropomyosin 1 (TPM1) genes through in silico data mining and isolation of their corresponding cDNAs in vivo. The duplicate TPM1 genes in Japanese pufferfish Fugu rubripes suggest that additional an ancient segmental duplication or whole genome duplication occurred in fish lineage, which, like many other reported Fugu genes, showed reduction in genomic size in comparison with their human homologue. Computer analysis predicted that the coiled-coil probabilities, that were thought to be the most major function of TPM, were the same between the two TPM1 isoforms. We confirmed that the tissue expression profiles of the two TPM1 genes differed from each other, which implied that changes in expression pattern could fix duplicated TPM1 genes although the two TPM1 isoforms appear to have similar function.
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Affiliation(s)
- Daisuke Ikeda
- Laboratory of Aquatic Molecular Biology and Biotechnology, Graduate School of Agricultural and Life Sciences, University of Tokyo, Bunkyo, Tokyo 113-8657, Japan
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Abstract
The human SART1 gene was initially identified in a screen for proteins recognised by IgE, which may be implicated in atopic disease. We have examined the genomic structure and cDNA sequence of the SART1 gene in the compact genomes of the pufferfish Fugu rubripes and Tetraodon nigroviridis. The entire coding regions of both the Fugu and Tetraodon SART1 genes are contained within single exons. The Fugu gene contains only one intron located in the 5' untranslated region. Southern blot hybridisation of Fugu genomic DNA confirmed the SART1 gene to be single copy. Partial genomic structures were also determined for the human, mouse, Drosophila and C. elegans SART1 homologues. The human and mouse genes both contain many introns in the coding region, the human gene possessing at least 20 exons. The Drosophila and C. elegans homologues contain 6 and 12 exons, respectively. This is only the second time such a difference in the organization of homologous Fugu and human genes has been reported. The Fugu and Tetraodon SART1 genes encode putative proteins of 772 and 774 aa, respectively, each having 65% amino acid identity to human SART1. Leucine zipper and basic motifs are conserved in the predicted Fugu and Tetraodon proteins.
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Affiliation(s)
- D J Bolland
- Institute of Genetics, Queen's Medical Centre, University of Nottingham, Nottingham, NG7 2UH, UK
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Abstract
At 400 Mb, the Japanese pufferfish, Fugu rubripes, has the smallest vertebrate genome but has a similar gene repertoire to other vertebrates. Its genes are densely packed with short intergenic and intronic sequences devoid of repetitive elements. It likely has a mutational bias towards DNA elimination and is probably close to a 'minimal' vertebrate genome. As such it is a useful reference genome for gene discovery and gene validation in other vertebrates. Its usefulness in the discovery of conserved regulatory elements has already been demonstrated. The Fugu genome sequence is a good complement to genetic studies in other vertebrates.
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Affiliation(s)
- B Venkatesh
- Institute of Molecular and Cell Biology, National University of Singapore, 30 Medical Drive, 117609, Singapore
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Kehrer-Sawatzki H, Moschgath E, Maier C, Legius E, Elgar G, Krone W. Characterization of the Fugu rubripes NLK and FN5 genes flanking the NF1 (Neurofibromatosis type 1) gene in the 5' direction and mapping of the human counterparts. Gene 2000; 251:63-71. [PMID: 10863097 DOI: 10.1016/s0378-1119(00)00188-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
To complete the analysis of the Neurofibromatosis type 1 (NF1) gene region in Fugu rubripes, we characterized the upstream flanking region of the NF1 gene and identified the FN5 (flanking the Fugu NF1 gene in 5' direction) gene and the NLK (Nemo-like kinase) gene as its flanking genes. The FN5 gene spans 3807bp and encompasses four exons, three of which belong to the expanded 5' UTR. Only 11% of the FN5 transcript is protein-coding. The function of the FN5 protein spanning 59 amino acids is unknown. We also characterized the human and the mouse FN5 transcripts and found 85% and 83% similarity of deduced amino acid sequences compared with Fugu. Two copies of the human FN5 gene were identified, one on chromosome 17q21.3-q22 several megabases distal to the NF1 gene at 17q11.2. The second copy of the FN5 gene was mapped to 11q13.3-q23.3. In Fugu, the FN5 gene is flanked by the NLK gene, which spans 4513bp from the translation start to the stop codon and encompasses 11 exons. Comparing the deduced amino acid sequences, 82% overall similarity was observed between Fugu and mouse or human NLK and 67% similarity between the Fugu NLK and the highly related LIT-1 kinase of Caenorhabditis elegans, which has been shown, like the vertebrate counterpart, to be involved in the Wnt signalling pathway. We mapped the human NLK gene to 17q11.2 between markers D17S935 and D17S120, more than 1Mb proximal to the NF1 gene. The characterization of the 5' flanking region presented here, together with that of the 3' region, demonstrates the profound differences between Fugu and human considering the gene content within the region flanking the NF1 gene.
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MESH Headings
- Amino Acid Sequence
- Animals
- Base Sequence
- Blotting, Northern
- Chromosome Mapping
- Chromosomes, Human, Pair 11/genetics
- Chromosomes, Human, Pair 17/genetics
- DNA/chemistry
- DNA/genetics
- Female
- Fishes/genetics
- Genes/genetics
- Humans
- Hybrid Cells
- In Situ Hybridization, Fluorescence
- Intracellular Signaling Peptides and Proteins
- Male
- Mice
- Mitogen-Activated Protein Kinases/genetics
- Molecular Sequence Data
- Nerve Tissue Proteins/genetics
- Neurofibromin 1
- Protein Serine-Threonine Kinases
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Sequence Alignment
- Sequence Analysis, DNA
- Sequence Homology, Amino Acid
- Tissue Distribution
- Transcription, Genetic
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Kehrer-Sawatzki H, Maier C, Moschgath E, Elgar G, Krone W. Characterization of three genes, AKAP84, BAW and WSB1, located 3' to the neurofibromatosis type 1 locus in Fugu rubripes. Gene 1999; 235:1-11. [PMID: 10415327 DOI: 10.1016/s0378-1119(99)00222-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Sequence analysis of cosmid clones was instrumental to identify three genes in the region flanking the Fugu rubripes NF1 gene in the 3' direction: the AKAP84 gene (A-kinase anchor protein 84), the WSB1 gene (WD-40-repeat protein with a SOCS box) and the BAW gene of yet unknown function located between the AKAP84 and the WSB1 genes. The human homologues of these genes are not located in the immediate vicinity of the NF1 gene at 17q11.2. Although synteny of the NF1, AKAP84, BAW and WSB1 genes is conserved between Fugu and human, the gene order is not conserved, and more than a simple inversion would have been necessary to explain the difference in gene order. The mammalian homologue of the Fugu BAW gene or protein has not yet been characterized. As deduced from the respective cDNAs, the Fugu AKAP84, WSB1 and BAW proteins vary concerning the overall degree of similarity to their mammalian counterparts. Whereas the overall similarity of AKAP84 between Fugu and mouse is low, three regions of known functional importance show considerable conservation. These are the N-terminal anchoring domain mediating the insertion of AKAP84 in the outer mitochondrial membrane, the binding site of the regulatory subunit (RI or RII) of protein kinase A, and the C-terminal domain present in the alternatively spliced isoform AKAP121 with an hnRNP K homology domain involved in RNA binding. A higher overall similarity of deduced protein sequences between Fugu and mouse was observed comparing the BAW gene products (74.1%) and the WSB1 proteins (77.2%).
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Affiliation(s)
- H Kehrer-Sawatzki
- Department of Human Genetics, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Germany.
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