PubMed Health⌕ Search

SEARCH · PubMed Health

Results for “Bioinformatics analysis”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 523 records · Page 29Linked to original sources

Molecular cloning of a HMG-CoA reductase gene from Eucommia ulmoides Oliver.

The 3-hydroxy-3-methylglutaryl-CoA reductase (HMGR) catalyzes the conversion of HMG-CoA to mevalonate, which is the first committed step in the pathway for isoprenoid biosynthesis in plants. A full-length cDNA encoding HMGR (designated as EuHMGR, GenBank Accession No. AY796343) was isolated from Eucommia ulmoides by rapid amplification of cDNA ends (RACE). The full-length cDNA of EuHMGR comprises 2281 bp with a 1770-bp open reading frame (ORF) encoding a 590-amino-acid polypeptide with two trans-membrane domains revealed by bioinformatic analysis. Molecular modeling showed that EuHMGR is a new HMGR with a spatial structure similar to other plant HMGRs. The deduced protein has an isoelectric point (pI) of 6.89 and a calculated molecular weight of about 63 kDa. Sequence comparison analysis showed that EuHMGR had highest homology to HMGR from Hevea brasiliensis. As expected, phylogenetic tree analysis indicated that EuHMGR belongs to plant HMGR group. Tissue expression pattern analysis showed that EuHMGR is strongly expressed in the leaves and stems whereas it is only poorly expressed in the roots, which implies that EuHMGR may be a constitutively expressing gene. Functional complementation of EuHMGR in HMGR-deficient mutant yeast JRY2394 demonstrated that EuHMGR mediates the mevalonate biosynthesis in yeast.

Amino Acid Motifs↗

Coordinated steroid hormone-dependent and independent expression of multiple kallikreins in breast cancer cell lines.

The regulation of gene expression by steroid hormones plays an important role in the normal development and function of many organs, as well in the pathogenesis of endocrine-related cancers. Previous experiments have shown that many kallikrein genes are under steroid hormone regulation in breast cancer cell lines. We here examine the coordinated expression of multiple kallikrein genes in several breast cancer cell lines after steroid hormone stimulation. Breast cancer cell lines were treated with various steroid hormones and kallikrein (KLK/hK) expression of hK3 (prostate-specific antigen, PSA), hK5, hK6, hK7, hK8, hK10, hK11, hK13, and hK14 was analyzed at the RNA level via RT-PCR and at the protein level by immunofluorometric ELISA assays. We identified several distinct hK hormone-dependent and hormone-independent expression patterns. Hormone-specific modulation of expression was seen for several kallikreins in BT-474, MCF-7, and T-47D cell lines. hK6 was specifically up-regulated upon estradiol treatment in all three cell lines whereas PSA expression was induced by dihydrotestosterone (DHT) and norgestrel stimulation in BT-474 and T-47D. hK10, hK11, hK13, and hK14 were specifically up-regulated by DHT in T-47D and by estradiol in BT-474 cells. Bioinformatic analysis of upstream proximal promoter sequences for these hKs did not identify any recognizable hormone-response elements (HREs), suggesting that the coordinated activation of these four hKs represents a unique expression "cassette", utilizing a common hormone-dependent mechanism. We conclude that groups of human hKs are coordinately expressed in a steroid hormone-dependent manner. Our data supports clinical observations linking expression of multiple hKs with breast cancer prognosis.

Breast Neoplasms↗

The pseudokinase domain PK1 of UNC-89/obscurin is required for mitochondrial morphology and function in C. elegans.

UNC-89 is a giant modular protein located at the sarcomeric M-line of C. elegans striated muscle and is required for sarcomere organization and function. UNC-89 contains two protein kinase domains, PK1 and PK2, separated by 850 residues, that includes a 645-residue long intrinsically disordered sequence that acts like an elastic spring. Bioinformatic analysis suggests that PK2 is an active kinase whereas PK1 is a pseudokinase. We recently reported that a genome-edited worm, unc-89(sf22), that expresses UNC-89 carrying a kinase-inactivating point mutation in PK2 has an unusual phenotype with normally organized sarcomeres and SR, normal muscle function and yet fragmented mitochondria, increased ATP levels, increased glycolysis and alterations in electron transport chain complexes and respiration. Here, we show that a genome-edited worm unc-89(sf23), that expresses UNC-89 with an in-frame deletion of the C-lobe of PK1 has approximately the same phenotype as the PK2 catalytically dead mutant. The fact that mutations in two different regions of UNC-89 result in a mitochondrial phenotype is further evidence of communication between the sarcomere and mitochondria. We further demonstrate that in vitro PK2 interacts with full length PK1 and the C-lobe of PK1. The protein kinase domains of giant sarcomeric proteins are autoinhibited by parts of their own sequence, and this is also likely for PK2, but the mechanism by which PK2 would be activated is unknown. Our data is compatible with a model in which PK1 interacts with PK2 and thereby stimulates PK2 kinase activity.

Animals↗

Molecular cloning, expression and chromosomal localization of mouse MM-1.

The protooncogene product Myc associates with many proteins. The isolation of the mouse MM-1; c-Myc binding protein (Myc-Modulator 1) cDNA is described. The cDNA contains a 462 bp open reading frame that encodes a polypeptide of 154 amino acid residues. The deduced amino acid sequence indicates that mouse MM-1 has a 99% identity with the sequence of human MM-1. The expression of mouse MM-1 mRNA was detected in the fetal liver, but its level was 3-fold higher than that in the normal adult liver, and was slightly increased after a partial hepatectomy. It is expressed widely in a variety of adult mouse tissues. Thus, MM-1 may play a role in liver development and growth. A bioinformatics analysis indicates that mouse MM-1 gene consists of 6 exons. Furthermore, the chromosomal location of the mouse MM-1 gene was on the F2-F3 band of chromosome 15, as determined by fluorescence in situ hybridization.

Amino Acid Sequence↗

Introduction of G1 phase arrest in Human Hepatocellular carcinoma cells (HHCC) by APMCF1 gene transfection through the down-regulation of TIMP3 and up-regulation of the CDK inhibitors p21.

We previously found that there was up-regulation of APMCF1 expression in apoptotic MCF-7 cells. Moreover, bioinformatics analysis has found that APMCF1 molecules had similar size and structure with molecules which belong to small G-protein superfamily. We presume that APMCF1 plays certain biological role in the regulation of cell proliferation and apoptosis. In this study, we first detected the expression pattern of APMCF1 in human hepatocellular carcinoma cell line and find no expression in Human Hepatocellular carcinoma cells (HHCC) and enhanced expression in HepG2 cells. Expression of liposome-mediated ectogenic APMCF1 induced inhibition of HHCC growth and cell cycle, and RNAi inhibited APMCF1 expression and promoted HepG2 cell growth. Results of cell cycle gene chips analysis showed up-regulation of p21 expression and down-regulation of TIMP3 in HHCC cells expressing ectogenic APMCF1, indicating that APMCF1 participates at least partially in cell cycle regulation through regulating genes such as p21 and TIMP3.

Carcinoma, Hepatocellular↗

Expression of PIEZO1 in lung adenocarcinoma correlates with PD-L1 expression, cell migration, and poor prognosis: an exploratory study.

BACKGROUND AND AIMS: Lung adenocarcinoma (LUAD) treatment is challenging process. and the function of PIEZO1, a mechanically sensitive ion channel has not been systematically determined. In this study we aimed to explore the expression, potential associations, and clinical significance of PIEZO1 in LUAD. METHODS AND AIMS: A comprehensive bioinformatics analysis was performed using data from the Cancer Genome Atlas (TCGA) database, the Gene Expression Omnibus (GEO) database and other databases. Experimental validation was performed to confirm the expression patterns and preliminarily examine the associations of PIEZO1 in LUAD cell lines. RESULTS: PIEZO1 expression was significantly lower in LUAD tissues than in normal lung tissues (P&#x2009;<&#x2009;0.05). Its expression was correlated with advanced pathological stage, lymph node involvement, and distant metastasis. High PIEZO1 expression was associated with a distinct immune-related tumor microenvironment, characterized by correlations with the expression levels of multiple immune checkpoint molecules, and was identified as an independent factor associated with poor overall survival (HR&#x2009;=&#x2009;1.49; 95% CI 1.11-2; P&#x2009;<&#x2009;0.007). In vitro experiments confirmed the downregulated PIEZO1 expression in LUAD cell lines, and functional knockdown experiments revealed its association with cell migration and PD-L1 expression. CONCLUSION: This exploratory study revealed that PIEZO1 expression in LUAD cell lines correlated with the expression of immune-related features and EMT-related genes, as well as poor prognosis. In vitro, PIEZO1 knockdown is associated with reduced cell migration and decreased PD-L1 expression. These findings provide a basis for future investigations into the potential role of PIEZO1 in LUAD.

Gene expression↗

A general framework to over-express tRNA-derived fragments from their parental tRNAs in mammalian cells.

tRNA-derived fragments (tRFs), generated from the cleavage of mature or precursor tRNAs are a category of regulatory noncoding RNAs with diverse functions in physiological or pathophysiological conditions. Here we describe a framework for the over-expression of tRFs from their parental tRNAs in mammalian cells. The process involves bioinformatics analysis to identify specific tRNAs that produce the tRF, PCR amplification of corresponding tRNA genes, and insertion into expression vectors. Transfection is carried out in HEK293T cells and detection of tRFs is achieved through northern blotting and dual luciferase reporter assays. In the latter, a complementary sequence to the tRF of interest is inserted into the luciferase reporter. By observing the reduction in luciferase activity, we can validate the expression of tRFs. This method enables precise study of tRF functions and their roles in cellular processes.

Humans↗

MX1 promotes gastric cancer cell migration via inhibiting ANXA2 ubiquitination and degradation.

Gastric cancer (GC) is a globally lethal malignancy, with invasion and metastasis driving treatment failure and poor prognosis. MX dynamin like GTPase 1 (MX1) shows tumor-specific functional heterogeneity, while its expression, biological functions and molecular mechanisms in GC remain unclear. Here, we explored MX1's clinical significance and its regulatory mechanism in GC cell migration. We integrated public databases and institutional paired clinical samples for bioinformatics analysis of MX1's correlation with clinical outcomes, and verified its pro-migratory effect via Transwell and wound healing assays. Co-immunoprecipitation/mass spectrometry (Co-IP/MS), immunofluorescence and ubiquitination assays were used to identify MX1-interacting proteins and dissect the underlying mechanism, and the Genomics of Drug Sensitivity in Cancer database was applied for chemosensitivity analysis. MX1 was aberrantly upregulated in GC tissues and served as an independent prognostic biomarker, with high expression associated with shortened overall, first-progression and post-progression survival. MX1 promoted GC cell migration and epithelial-mesenchymal transition pathway enrichment, and directly bound Annexin A2 (ANXA2) in the cytoplasm; both were co-enriched in endothelial and epithelial cells by single-cell sequencing. MX1 dose-dependently upregulated ANXA2 protein (without affecting its mRNA) by inhibiting NEDD4L/TRIM65-mediated ANXA2 ubiquitination and degradation, enhancing ANXA2 stability. Additionally, high MX1 expression correlated with increased paclitaxel sensitivity in GC patients based on database analysis, and CCK-8 assays confirmed that MX1 overexpression significantly reduced the paclitaxel IC50 in gastric cancer cells, supporting its potential as a predictive biomarker for paclitaxel efficacy. This study demonstrates that MX1 promotes GC cell migration by suppressing ANXA2 ubiquitination and degradation, highlighting the critical role of the MX1-ANXA2 axis in GC progression. These findings provide novel molecular targets and theoretical support for GC prognostic evaluation, individualized chemotherapy and targeted therapy.

ANXA2↗

Molecular cloning and characterization of human Aph2 gene, involved in AP-1 regulation by interaction with JAB1.

A human Aph2 gene (hAph2) was identified and cloned from a human placenta cDNA library. Bioinformatics analysis revealed hAPH2 protein shares 96% identity with mouse APH2 and contains a zf-DHHC domain (148-210aa), which is always involved in protein-protein or protein-DNA interaction. Differential expression patterns of hAph2 mRNA were observed in normal human tissues. Yeast two-hybrid screening found another hAPH2-interacting protein JAB1. The zf-DHHC domain of hAPH2 and the C-terminal of JAB1 were confirmed to be critical for the interaction. Fused with GFP and expressed in COS-7, NIH/3T3 and SMMC-7721 cell lines, hAPH2 showed predominant distribution in the cytoplasm and co-localized with JAB1 around the nucleus. Furthermore, overexpression of hAPH2 could increase apoptosis of COS-7 cells and negatively regulate JAB1-induced activation of AP-1 in a concentration dependent manner. The expression level of c-jun was also down-regulated by overexpression of hAPH2 in COS-7 cells. These data showed some basic characterization and function of hAph2 (hAPH2), dependent or independent with JAB1.

Amino Acid Sequence↗

Comparative studies of resistin expression and phylogenomics in human and mouse.

Resistin is a newly identified adipocytokine that has been proposed to be a link between obesity and type 2 diabetes based on animal studies. However, the role of resistin in the pathogenesis of insulin resistance associated with obesity in humans remains unclear. We comparatively and quantitatively studied the tissue distributions of resistin mRNA between human and mouse. The expression level of resistin mRNA in human adipose tissue is extremely low but detectable by real-time PCR and is about 1/250 of that in the mouse. Remarkably, resistin mRNA is abundant in human primary acute leukemia cells and myeloid cell lines U937 and HL60, but not in the Raw264 mouse myeloid cell line. Resistin expression in U937 cells was not affected by lipopolysaccharide (LPS) or by ciglitazone, a PPARgamma ligand. Phylogenomics revealed that the human resistin gene is the ortholog of its murine counterpart and is located in a region of chromosome 19p13.3, which is syntenic to mouse chromosome 8A1. In addition to the resistin-like molecule (RELM) sequences already reported, bioinformatics analysis disclosed another RELM sequence in the vicinity of RELMbeta on human chromosome 3q13.1, but this sequence is unlikely to encode an expressed gene. Therefore, only two RELMs, resistin and RELMbeta, exist in humans, instead of the three RELMs, resistin, RELMalpha, and RELMbeta, that exist in mice. This finding provides a possible answer to the question of why only two RELMs have been cloned in humans and suggests that the RELM family is not well conserved in evolution and may function differently between species. Therefore, caution should be exercised in interpreting resistin as a link between obesity and insulin resistance in humans. The high expression of resistin in human leukemia cells suggests a hitherto unidentified biological function of resistin in leukocytes.

Adipose Tissue↗

Zebrafish heparin-binding neurotrophic factor enhances neurite outgrowth during its development.

Heparin-binding neurotrophic factor (HBNF) is a secreted heparin-binding protein containing highly basic and cysteine-rich amino acid residues. In this study, we cloned the full-length HBNF cDNA from zebrafish and determined its genomic structure by bioinformatics analysis. Zebrafish HBNF gene is composed of five exons and four introns spanning approximately 82kb. RT-PCR analysis revealed that zebrafish HBNF transcript was highly expressed in adult brain and intestine tissues while less in other tissues. During embryogenesis, zebrafish HBNF transcript was observed to be moderately expressed at earlier stages with a gradual decline. Higher expression level was observed after hatching and maintaining this level into adulthood. The overall amino acid sequence of zebrafish HBNF shows 60% identity to human HBNF, but with approximately 40% identity to other midkine proteins. Like mammalian homolog, zebrafish HBNF could induce significant neurite outgrowth in PC12 cells without NGF stimulation. In addition, zebrafish HBNF was able to enhance extensive neurite outgrowth in zebrafish embryos during embryogenesis. In summary, a feasible in vivo assay for neurite outgrowth was established in zebrafish.

Amino Acid Sequence↗

The HIN domain of IFI-200 proteins consists of two OB folds.

The interferon-inducible p200 (IFI-200/HIN-200) family of proteins regulates cell growth and differentiation, and confers resistance to the development of tumors and virus infections. IFI-200 family members are thought to exert their biological effects by modulation of the transcriptional activities of numerous factors and interaction with other proteins through the C-terminal HIN domains. However, the HIN domain structure and function have remained obscure. Therefore, we performed a comprehensive bioinformatics analysis and assembled a structure-based multiple sequence alignment of IFI-200 proteins. The application of fold recognition methods revealed that the HIN domain consists of two consecutive OB domains. Our structural models of DNA-binding HIN domains afford the long-sought interpretations for many previous experimental observations. Our results also raise the possibility of as yet unexplored functional roles of IFI-200 proteins as transcriptional regulators and as interaction partners of proteins involved in immunomodulatory and apoptotic processes.

Apoptosis↗

A threonine synthase homolog from a mammalian genome.

The genomes of several vertebrates contain two genes encoding proteins highly similar to threonine synthase (TS), even though the biosynthesis of l-threonine (l-Thr) is not known to occur in these animals. We report a bioinformatic analysis of the two TS-like genes, the recombinant expression of one murine TS homolog (mTSH2) and its initial biochemical characterization. Recombinant mTSH2 contained bound pyridoxal-5'-phosphate (PLP), but did not synthesize l-Thr. The enzyme did, however, bind O-phospho-homoserine (PHS; the actual TS substrate) and degraded it to alpha-ketobutyrate, phosphate, and ammonia-a known side reaction of microbial TSs. mTSH2 also degraded O-phospho-threonine (PThr) to alpha-ketobutyrate, showing that it can act as a catabolic phospho-lyase on both gamma- and beta-phosphorylated substrates. These findings suggest an unusual evolutionary origin for mTSH2, whereby an original TS enzyme became 'recycled' into a phospho-lyase upon dismissal, in metazoa, of the l-Thr biosynthetic pathway.

Amino Acid Sequence↗

An adenylyl cyclase pseudogene in Mycobacterium tuberculosis has a functional ortholog in Mycobacterium avium.

A number of genes similar to mammalian Class III nucleotide cyclases are found in mycobacteria, and biochemical characterization of some of these proteins has indicated that they code for adenylyl cyclases, with properties similar to the mammalian enzymes. Our earlier bioinformatic analysis had predicted that the Rv1120c gene in Mycobacterium tuberculosis is a pseudogene, while analysis of the genome of Mycobacterium avium indicated the presence of a functional ortholog. We therefore cloned and expressed Rv1120c and its ortholog from M. avium, Ma1120, in Escherichia coli, and find that while the protein from M. tuberculosis is misfolded and found in inclusion bodies, Ma1120 is expressed to high levels as a functional adenylyl cyclase. Sequence analysis of Ma1120 indicates interesting variations in critical amino acids that are known to be important for catalytic activity. Ma1120 is maximally active in the presence of MnATP as substrate ((app)Km approximately 400 microM), and is inhibited by P-site inhibitors (IC50 of 2',5'-dideoxy-3'-adenosine triphosphate approximately 730 nM) and tyrphostins (IC50 approximately 36 microM) in a manner similar to the mammalian enzymes. This therefore represents the first Class III cyclase biochemically characterized from M. avium, and the absence of a functional ortholog in M. tuberculosis suggests a unique role for this enzyme in M. avium.

Adenylyl Cyclase Inhibitors↗

A 40.7 kDa Rpp30/Rpp1 homologue is a protein subunit of Dictyostelium discoideum RNase P holoenzyme.

RNase P is an essential and ubiquitous endonuclease that mediates the maturation of the 5' ends of all precursor tRNA molecules. The holoenzyme from Dictyostelium discoideum possesses RNA and protein subunits essential for activity, but the exact composition of the ribonucleoprotein complex is still under investigation. Bioinformatic analysis of D. discoideum genome identified seven open reading frames encoding candidate RNase P protein subunits. The gene named drpp30 encodes a protein with a predicted molecular mass of 40.7 kDa that clusters with Rpp1 and Rpp30 RNase P protein subunits from Saccharomyces cerevisiae and human respectively, which have significantly lower molecular masses. Cloning and heterologous expression of DRpp30 followed by immunochemical analysis of RNase P active fractions demonstrates its association with RNase P holoenzyme. Furthermore, we show that DRpp30 can bind D. discoideum RNase P RNA and tRNA transcripts in vitro, giving a first insight of its possible role in D. discoideum RNase P function. Homology modeling using as a template the archaeal Ph1887p, and molecular dynamics simulations of the modeled structure suggest that DRpp30 adopts a TIM-barrel fold.

Amino Acid Sequence↗

Discovery of novel quinazoline-containing ATR inhibitor for treatment of acute myeloid leukemia.

ATR is a core kinase in the DNA damage response pathway, primarily sensing replication pressure and double strand breaks, initiating cell cycle arrest, DNA repair, and apoptosis programs, and maintaining genomic stability. In this work, we validated that intervention in ATR function might regulate the progression of AML through bioinformatics analysis. And a series of novel ATR inhibitors based on quinazoline moiety were obtained. The promising compound C7 achieved effective enzyme level and cellular level inhibitory activities, and exhibited acceptable liver S9 stability and oral bioavailability, with no high risk of drug-drug interactions. Research on the underlying mechanism indicated that compound C7 could inhibit the development of MOLM-13 through a dual mechanism of rapidly inducing cell apoptosis and exacerbating DNA damage levels. In brief, compound C7 might be a promising candidate or lead compound for the discovery of novel ATR inhibitors and the treatment of AML.

Quinazolines↗

Genetic interactions among cortical malformation genes that influence susceptibility to convulsions in C. elegans.

Epilepsy is estimated to affect 1-2% of the world population, yet remains poorly understood at a molecular level. We have previously established the roundworm Caenorhabditis elegans as a model for investigating genetic susceptibilities to seizure-like convulsions in vivo. Here we investigate the behavioral consequences of decreasing the activity of nematode gene homologs within the LIS1 pathway that are associated with a human cortical malformation termed lissencephaly. Bioinformatic analysis revealed the nud-2 gene, encoding the worm homolog of mammalian effectors of LIS1, termed NDE1 and NDEL1. Phenotypic analysis of animals targeted by RNA interference (RNAi) was performed using a pentylenetetrazole (PTZ) exposure paradigm to induce convulsions. Worms depleted for LIS1 pathway components (NUD-1, NUD-2, DHC-1, CDK-5, and CDKA-1) exhibited significant convulsions following PTZ and RNAi treatment. Strains harboring fluorescent markers for GABAergic neuronal architecture and synaptic vesicle trafficking were employed to discern putative mechanisms accounting for observed convulsion behaviors. We found that depletion of LIS1 pathway components resulted in defective GABA synaptic vesicle trafficking. We also utilized combinations of specific genetic backgrounds to create a sensitized state for convulsion susceptibility and discovered that convulsion effects were significantly enhanced when LIS-1 and other pathway components were compromised within the same animals. Thus, interactions among gene products with LIS-1 may mediate intrinsic thresholds of neuronal synchrony.

Animals↗

Novel environmental contaminant 6PPD-quinone promotes malignant phenotypes in colorectal cancer cells and identifies candidate response-associated genes.

6PPD-quinone (6PPDQ), an oxidative transformation product of the widely used tire antioxidant 6PPD, is a ubiquitous environmental contaminant with bioaccumulation potential and widespread human exposure. Recent epidemiological evidence indicates a positive association between urinary 6PPDQ levels and colorectal cancer (CRC) risk; however, its biological effects on CRC-related phenotypes and associated molecular responses remain unclear. We integrated bioinformatics analysis, prognostic modeling, molecular docking and dynamics simulations, and in vitro experiments to investigate cellular and molecular responses to 6PPDQ in CRC models. Predicted 6PPDQ targets were intersected with CRC prognosis-related genes from The Cancer Genome Atlas, followed by functional enrichment and LASSO regression to construct a prognostic risk model, with 1-, 3-, and 5-year AUC values of 0.727, 0.754, and 0.778, respectively. Molecular docking and 100-ns molecular dynamics simulations suggested interactions between 6PPDQ and candidate proteins, including CPT2, SHC2, SRMS, and STK35. Functional assays showed that 6PPDQ exposure altered proliferation, wound-closure capacity, and invasion in Caco-2 and HCT116&#x202f;cells across the nanomolar concentration range, with non-monotonic and cell-line-dependent responses. In contrast, NCM460&#x202f;cells showed no increase in EdU incorporation at 10 or 100&#x202f;nM, whereas reduced proliferation at higher concentrations was accompanied by increased LDH release. 6PPDQ also altered the expression of several prognosis-associated candidate genes. These findings identify cellular phenotypes and candidate molecular responses associated with 6PPDQ exposure under the tested in vitro conditions, but do not establish their causal roles or in vivo relevance. Further mechanistic and in vivo studies are required.

Humans↗