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1.
Int J Cancer ; 153(5): 1003-1015, 2023 Sep 01.
Article in English | MEDLINE | ID: mdl-37338006

ABSTRACT

High-grade gliomas are aggressive, deadly primary brain tumors. Median survival of patients with glioblastoma (GBM, WHO grade 4) is 14 months and <10% of patients survive 2 years. Despite improved surgical strategies and forceful radiotherapy and chemotherapy, the prognosis of GBM patients is poor and did not improve over decades. We performed targeted next-generation sequencing with a custom panel of 664 cancer- and epigenetics-related genes, and searched for somatic and germline variants in 180 gliomas of different WHO grades. Herein, we focus on 135 GBM IDH-wild type samples. In parallel, mRNA sequencing was accomplished to detect transcriptomic abnormalities. We present the genomic alterations in high-grade gliomas and the associated transcriptomic patterns. Computational analyses and biochemical assays showed the influence of TOP2A variants on enzyme activities. In 4/135 IDH-wild type GBMs we found a novel, recurrent mutation in the TOP2A gene encoding topoisomerase 2A (allele frequency [AF] = 0.03, 4/135 samples). Biochemical assays with recombinant, wild type (WT) and variant proteins demonstrated stronger DNA binding and relaxation activity of the variant protein. GBM patients carrying the altered TOP2A had shorter overall survival (median OS 150 vs 500 days, P = .0018). In the GBMs with the TOP2A variant we found transcriptomic alterations consistent with splicing dysregulation. luA novel, recurrent TOP2A mutation, which was found exclusively in four GBMs, results in the TOP2A E948Q variant with altered DNA binding and relaxation activities. The deleterious TOP2A mutation resulting in transcription deregulation in GBMs may contribute to disease pathology.


Subject(s)
Brain Neoplasms , Glioblastoma , Glioma , Humans , Glioblastoma/pathology , Brain Neoplasms/metabolism , Glioma/genetics , Prognosis , DNA , Isocitrate Dehydrogenase/genetics , Mutation
2.
Cancers (Basel) ; 15(5)2023 Mar 02.
Article in English | MEDLINE | ID: mdl-36900355

ABSTRACT

Glioblastomas (GBM) are the most common, primary brain tumors in adults. Despite advances in neurosurgery and radio- and chemotherapy, the median survival of GBM patients is 15 months. Recent large-scale genomic, transcriptomic and epigenetic analyses have shown the cellular and molecular heterogeneity of GBMs, which hampers the outcomes of standard therapies. We have established 13 GBM-derived cell cultures from fresh tumor specimens and characterized them molecularly using RNA-seq, immunoblotting and immunocytochemistry. Evaluation of proneural (OLIG2, IDH1R132H, TP53 and PDGFRα), classical (EGFR) and mesenchymal markers (CHI3L1/YKL40, CD44 and phospho-STAT3), and the expression of pluripotency (SOX2, OLIG2, NESTIN) and differentiation (GFAP, MAP2, ß-Tubulin III) markers revealed the striking intertumor heterogeneity of primary GBM cell cultures. Upregulated expression of VIMENTIN, N-CADHERIN and CD44 at the mRNA/protein levels suggested increased epithelial-to-mesenchymal transition (EMT) in most studied cell cultures. The effects of temozolomide (TMZ) or doxorubicin (DOX) were tested in three GBM-derived cell cultures with different methylation status of the MGMT promoter. Amongst TMZ- or DOX-treated cultures, the strongest accumulation of the apoptotic markers caspase 7 and PARP were found in WG4 cells with methylated MGMT, suggesting that its methylation status predicts vulnerability to both drugs. As many GBM-derived cells showed high EGFR levels, we tested the effects of AG1478, an EGFR inhibitor, on downstream signaling pathways. AG1478 caused decreased levels of phospho-STAT3, and thus inhibition of active STAT3 augmented antitumor effects of DOX and TMZ in cells with methylated and intermediate status of MGMT. Altogether, our findings show that GBM-derived cell cultures mimic the considerable tumor heterogeneity, and that identifying patient-specific signaling vulnerabilities can assist in overcoming therapy resistance, by providing personalized combinatorial treatment recommendations.

3.
Clin Epigenetics ; 15(1): 29, 2023 02 27.
Article in English | MEDLINE | ID: mdl-36850002

ABSTRACT

BACKGROUND: Glioblastoma (GBM, WHO grade IV) is an aggressive, primary brain tumor. Despite extensive tumor resection followed by radio- and chemotherapy, life expectancy of GBM patients did not improve over decades. Several studies reported transcription deregulation in GBMs, but regulatory mechanisms driving overexpression of GBM-specific genes remain largely unknown. Transcription in open chromatin regions is directed by transcription factors (TFs) that bind to specific motifs, recruit co-activators/repressors and the transcriptional machinery. Identification of GBM-related TFs-gene regulatory networks may reveal new and targetable mechanisms of gliomagenesis. RESULTS: We predicted TFs-regulated networks in GBMs in silico and intersected them with putative TF binding sites identified in the accessible chromatin in human glioma cells and GBM patient samples. The Cancer Genome Atlas and Glioma Atlas datasets (DNA methylation, H3K27 acetylation, transcriptomic profiles) were explored to elucidate TFs-gene regulatory networks and effects of the epigenetic background. In contrast to the majority of tumors, c-Jun expression was higher in GBMs than in normal brain and c-Jun binding sites were found in multiple genes overexpressed in GBMs, including VIM, FOSL2 or UPP1. Binding of c-Jun to the VIM gene promoter was stronger in GBM-derived cells than in cells derived from benign glioma as evidenced by gel shift and supershift assays. Regulatory regions of the majority of c-Jun targets have distinct DNA methylation patterns in GBMs as compared to benign gliomas, suggesting the contribution of DNA methylation to the c-Jun-dependent gene expression. CONCLUSIONS: GBM-specific TFs-gene networks identified in GBMs differ from regulatory pathways attributed to benign brain tumors and imply a decisive role of c-Jun in controlling genes that drive glioma growth and invasion as well as a modulatory role of DNA methylation.


Subject(s)
Brain Neoplasms , Glioblastoma , Glioma , Humans , Brain Neoplasms/genetics , Chromatin/genetics , DNA Methylation , Epigenesis, Genetic , Glioblastoma/genetics , Proto-Oncogene Proteins c-jun/metabolism
5.
Molecules ; 26(16)2021 Aug 07.
Article in English | MEDLINE | ID: mdl-34443374

ABSTRACT

The activation of NFAT (nuclear factor of activated T cells) transcription factors by calcium-dependent phosphatase calcineurin is a key step in controlling T cell activation and plays a vital role during carcinogenesis. NFATs are overexpressed in many cancers, including the most common primary brain tumor, gliomas. In the present study, we demonstrate the expression of NFATs and NFAT-driven transcription in several human glioma cells. We used a VIVIT peptide for interference in calcineurin binding to NFAT via a conserved PxIxIT motif. VIVIT was expressed as a fusion protein with a green fluorescent protein (VIVIT-GFP) or conjugated to cell-penetrating peptides (CPP), Sim-2 or 11R. We analyzed the NFAT expression, phosphorylation, subcellular localization and their transcriptional activity in cells treated with peptides. Overexpression of VIVIT-GFP decreased the NFAT-driven activity and inhibited the transcription of endogenous NFAT-target genes. These effects were not reproduced with synthetic peptides: Sim2-VIVIT did not show any activity, and 11R-VIVIT did not inhibit NFAT signaling in glioma cells. The presence of two calcineurin docking sites in NFATc3 might require dual-specificity blocking peptides. The cell-penetrating peptides Sim-2 or 11R linked to VIVIT did not improve its action making it unsuitable for evaluating NFAT dependent events in glioma cells with high expression of NFATc3.


Subject(s)
Brain Neoplasms/pathology , Calcineurin/metabolism , Glioma/pathology , NFATC Transcription Factors/metabolism , Oligopeptides/pharmacology , Signal Transduction , Amino Acid Sequence , Basic Helix-Loop-Helix Transcription Factors/metabolism , Brain Neoplasms/genetics , Cell Line, Tumor , Cell Nucleus/drug effects , Cell Nucleus/metabolism , Cell Proliferation/drug effects , Cell-Penetrating Peptides/pharmacology , Glioma/genetics , Green Fluorescent Proteins/metabolism , Humans , NFATC Transcription Factors/chemistry , Oligopeptides/chemistry , Peptides/pharmacology , Protein Transport/drug effects , Transcription, Genetic/drug effects
6.
Nat Commun ; 12(1): 3621, 2021 06 15.
Article in English | MEDLINE | ID: mdl-34131149

ABSTRACT

Chromatin structure and accessibility, and combinatorial binding of transcription factors to regulatory elements in genomic DNA control transcription. Genetic variations in genes encoding histones, epigenetics-related enzymes or modifiers affect chromatin structure/dynamics and result in alterations in gene expression contributing to cancer development or progression. Gliomas are brain tumors frequently associated with epigenetics-related gene deregulation. We perform whole-genome mapping of chromatin accessibility, histone modifications, DNA methylation patterns and transcriptome analysis simultaneously in multiple tumor samples to unravel epigenetic dysfunctions driving gliomagenesis. Based on the results of the integrative analysis of the acquired profiles, we create an atlas of active enhancers and promoters in benign and malignant gliomas. We explore these elements and intersect with Hi-C data to uncover molecular mechanisms instructing gene expression in gliomas.


Subject(s)
Chromatin , Glioma/genetics , Regulatory Sequences, Nucleic Acid , Binding Sites , Brain Neoplasms/genetics , Chromatin Immunoprecipitation , DNA/metabolism , DNA Methylation , DNA-Binding Proteins/metabolism , Enhancer of Zeste Homolog 2 Protein , Epigenesis, Genetic , Epigenomics , Forkhead Box Protein M1 , Gene Expression , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Glioblastoma , Histone Code , Histones , Humans , Promoter Regions, Genetic , Transcription Factors/metabolism
7.
Br J Cancer ; 123(3): 438-448, 2020 08.
Article in English | MEDLINE | ID: mdl-32390004

ABSTRACT

BACKGROUND: Malignant tumours release factors, which attract myeloid cells and induce their polarisation to pro-invasive, immunosuppressive phenotypes. Brain-resident microglia and peripheral macrophages accumulate in the tumour microenvironment of glioblastoma (GBM) and induce immunosuppression fostering tumour progression. Macrophage colony stimulating factors (CSFs) control the recruitment of myeloid cells during peripheral cancer progression, but it is disputable, which CSFs drive their accumulation in gliomas. METHODS: The expression of CSF2 (encoding granulocyte-macrophage colony stimulating factor) was determined in TCGA datasets and five human glioma cell lines. Effects of stable CSF2 knockdown in glioma cells or neutralising CSF2 or receptor CSF2Rα antibodies on glioma invasion were tested in vitro and in vivo. RESULTS: CSF2 knockdown or blockade of its signalling reduced microglia-dependent glioma invasion in microglia-glioma co-cultures. CSF2-deficient human glioma cells encapsulated in cell-impermeable hollow fibres and transplanted to mouse brains, failed to attract microglia, but stimulated astrocyte recruitment. CSF2-depleted gliomas were smaller, attracted less microglia and macrophages, and provided survival benefit in tumour-bearing mice. Apoptotic microglia/macrophages were detected in CSF2-depleted tumours. CONCLUSIONS: CSF2 is overexpressed in a subset of mesenchymal GBMs in association with high immune gene expression. Tumour-derived CSF2 attracts, supports survival and induces pro-tumorigenic polarisation of microglia and macrophages.


Subject(s)
Brain Neoplasms/pathology , Glioma/pathology , Granulocyte-Macrophage Colony-Stimulating Factor/genetics , Granulocyte-Macrophage Colony-Stimulating Factor/metabolism , Myeloid Cells/pathology , Animals , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Cell Line, Tumor , Coculture Techniques , Databases, Genetic , Disease Progression , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Glioma/genetics , Glioma/metabolism , Humans , Jurkat Cells , Male , Mice , Myeloid Cells/metabolism , Neoplasm Invasiveness , Neoplasm Transplantation , Up-Regulation
8.
Int J Mol Sci ; 21(3)2020 Jan 30.
Article in English | MEDLINE | ID: mdl-32019108

ABSTRACT

Integrins are a large family of transmembrane adhesion receptors, which play a key role in interactions of a cell with the surrounding stroma. Integrins are comprised of non-covalently linked α and ß chains, which form heterodimeric receptor complexes. The signals from integrin receptors are combined with those originating from growth factor receptors and participate in orchestrating morphological changes of cells, organization of the cytoskeleton, stimulation of cell proliferation and rescuing cells from programmed cell death induced by extracellular matrix (ECM) detachment. Upon binding to specific ligands or ECM components, integrin dimers activate downstream signaling pathways, including focal adhesion kinase, phosphoinositide-3-kinase (PI3K) and AKT kinases, which regulate migration, invasion, proliferation and survival. Expression of specific integrins is upregulated in both tumor cells and stromal cells in a tumor microenvironment. Therefore, integrins became an attractive therapeutic target for many cancers, including the most common primary brain tumors-gliomas. In this review we provide an overview of the involvement of integrin signaling in glioma pathogenesis, formation of the tumor niche and brain tissue infiltration. We will summarize up-to-date therapeutic strategies for gliomas focused on interference with integrin ligand-receptor signaling.


Subject(s)
Glioma/genetics , Integrins/metabolism , Platelet Glycoprotein GPIb-IX Complex/metabolism , Signal Transduction , Tumor Microenvironment , Brain/metabolism , Cell Proliferation , Extracellular Matrix/metabolism , Glioma/metabolism , Integrins/genetics , Ligands , Platelet Glycoprotein GPIb-IX Complex/genetics
9.
Int J Cancer ; 147(4): 1117-1130, 2020 08 15.
Article in English | MEDLINE | ID: mdl-31863596

ABSTRACT

Targeting of the TRAIL-DR4/5 pathway was proposed as a promising approach for specific induction of apoptosis in cancer cells. Clinical trials, however, showed inadequate efficiency of TRAIL as a monotherapy. It is a widely held view that the application of multifunctional molecules or combination therapy may lead to substantial improvement. Here, we demonstrate the effectiveness and safety of a novel chimeric protein, AD-O51.4, which is a TRAIL equipped with positively charged VEGFA-derived effector peptides. The study was performed in multiple cancer cell line- and patient-derived xenografts. A pharmacokinetic profile was established in monkeys. AD-O51.4 strongly inhibits tumor growth, even leading to complete long-term tumor remission. Neither mice nor monkeys treated with AD-O51.4 demonstrate symptoms of drug toxicity. AD-O51.4 exhibits a satisfactory half-life in plasma and accumulates preferentially in tumors. The cellular mechanism of AD-O51.4 activity involves both cytotoxic effects in tumor cells and antiangiogenic effects on the endothelium. The presence of DRs in cancer cells is crucial for AD-O51.4-driven apoptosis execution. The TRAIL component of the fusion molecule serves as an apoptosis inducer and a cellular anchor for the effector peptides in TRAIL-sensitive and TRAIL-resistant cancer cells, respectively. The FADD-dependent pathway, however, seems to be not indispensable in death signal transduction; thus, AD-O51.4 is capable of bypassing the refractoriness of TRAIL. AD-O51.4-driven cell death, which exceeds TRAIL activity, is achieved due to the N-terminally fused polypeptide, containing VEGFA-derived effector peptides. The high anticancer efficiency of AD-O51.4 combined with its safety has led to the entry of AD-O51.4 into toxicological studies.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/drug effects , Neoplasms/drug therapy , Recombinant Fusion Proteins/pharmacology , TNF-Related Apoptosis-Inducing Ligand/pharmacology , Xenograft Model Antitumor Assays/methods , A549 Cells , Animals , Antineoplastic Agents/metabolism , Apoptosis/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Female , HCT116 Cells , HT29 Cells , Hep G2 Cells , Humans , Mice, SCID , Neoplasms/pathology , Protein Engineering/methods , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , TNF-Related Apoptosis-Inducing Ligand/genetics , TNF-Related Apoptosis-Inducing Ligand/metabolism , Tumor Burden/drug effects
10.
Postepy Biochem ; 64(2): 129-140, 2018 Oct 15.
Article in English | MEDLINE | ID: mdl-30656895

ABSTRACT

Growing evidence supports a critical role of the tumor-reprogrammed stromal cells in tumor growth and progression. Several extracellular communication networks are hijacked by the tumors to influence the surrounding tumor microenvironment. In malignant gliomas, tumor derived factors attract brain resident microglia and peripheral macrophages. These cells, instead of initiating antitumor responses, are re-educated by tumor cells and participate in matrix remodeling, support invasion and angiogenesis, and induce immunosuppression. Molecular underlining of these mutual and complex interactions in malignant gliomas is the main scope of this review.


Subject(s)
Brain Neoplasms/metabolism , Glioma/metabolism , Tumor Microenvironment , Brain Neoplasms/immunology , Brain Neoplasms/pathology , Glioma/immunology , Glioma/pathology , Humans , Macrophages/immunology , Macrophages/pathology , Microglia/immunology , Microglia/pathology
11.
Future Med Chem ; 9(2): 199-221, 2017 01.
Article in English | MEDLINE | ID: mdl-28111982

ABSTRACT

Short peptides have many advantages, such as low molecular weight, selectivity for a specific target, organelles or cells with minimal toxicity. We describe properties of short peptides, which interfere with communication networks in tumor cells and within microenvironment of malignant gliomas, the most common brain tumors. We focus on ligand/receptor axes and intracellular signaling pathways critical for gliomagenesis that could be targeted with interfering peptides. We review structures and efficacy of organelle-specific and cell-penetrating peptides and describe diverse chemical modifications increasing proteolytic stability and protecting synthetic peptides against degradation. We report results of application of short peptides in glioma therapy clinical trials, their rises and falls. The most advanced examples of therapeutics such as short interfering peptides combined with cell-penetrating peptides that show good effectiveness in disease models are presented. It is foreseen that identification of peptides with better clinical properties may improve their success rates in clinical trials.


Subject(s)
Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Brain Neoplasms/drug therapy , Glioma/drug therapy , Peptides/pharmacology , Signal Transduction/drug effects , Antineoplastic Agents/chemical synthesis , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Glioma/metabolism , Glioma/pathology , Humans , Peptides/chemical synthesis , Peptides/chemistry
12.
Invest New Drugs ; 32(6): 1155-66, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25182378

ABSTRACT

Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) and its receptors became promising molecules for selective targeting of tumor cells without affecting normal tissue. Unfortunately, cancer cells have developed a number of mechanisms that confer resistance to TRAIL\Apo2L-induced apoptosis, which substantiates the need for development of alternative therapeutic strategies. Here we present a recombinant variant of TRAIL\Apo2L peptide, named AD-O53.2, fused to the peptide-derived from Smac/Diablo protein-the natural inhibitor of the apoptotic X-linked IAP (XIAP) protein considered as a pro-apoptotic agent. The proposed mechanism of action for this construct involves specific targeting of the tumor by TRAIL\Apo2L followed by activation and internalization of pro-apoptotic peptide into the cancer cells. While in the cytoplasm , the Smac\Diablo peptide inhibits activity of X-linked IAP (XIAP) proteins and promotes caspase-mediated apoptosis. AD-O53.2 construct was expressed in E.coli and purified by Ion Exchange Chromatography (IEC). Derived protein was initially characterized by circular dichroism spectroscopy (CD), HPLC-SEC chromatography, surface plasmon resonance, protease activation and cell proliferation assays. Our Smac/Diablo-TRAIL fusion variant was tested against a panel of cancer cells (including lung, colorectal, pancreatic, liver, kidney and uterine) and showed a potent cytotoxic effect with the IC50 values in femtomolar range for the most sensitive cell lines, while it remained ineffective against non-transformed HUVEC cells as well as isolated normal human and rat hepatocytes. Importantly, the construct was well tolerated by animals and significantly reduced the rate of the tumor growth in colon and lung adenocarcinoma animal models.


Subject(s)
Antineoplastic Agents , Carrier Proteins , Drug Resistance, Neoplasm/drug effects , Recombinant Fusion Proteins , TNF-Related Apoptosis-Inducing Ligand , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Apoptosis Regulatory Proteins , Carrier Proteins/pharmacology , Carrier Proteins/therapeutic use , Cell Line, Tumor , Cell Survival/drug effects , Cells, Cultured , Colorectal Neoplasms/drug therapy , Female , Hepatocytes/drug effects , Human Umbilical Vein Endothelial Cells/drug effects , Humans , Intracellular Signaling Peptides and Proteins/genetics , Lung Neoplasms/drug therapy , Mice, SCID , Mitochondrial Proteins/genetics , Oligopeptides/genetics , Rats , Recombinant Fusion Proteins/pharmacology , Recombinant Fusion Proteins/therapeutic use , TNF-Related Apoptosis-Inducing Ligand/genetics , TNF-Related Apoptosis-Inducing Ligand/pharmacology , TNF-Related Apoptosis-Inducing Ligand/therapeutic use , Xenograft Model Antitumor Assays
13.
Nucleic Acids Res ; 40(16): 8163-74, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22718974

ABSTRACT

Exonuclease VII (ExoVII) is a bacterial nuclease involved in DNA repair and recombination that hydrolyses single-stranded DNA. ExoVII is composed of two subunits: large XseA and small XseB. Thus far, little was known about the molecular structure of ExoVII, the interactions between XseA and XseB, the architecture of the nuclease active site or its mechanism of action. We used bioinformatics methods to predict the structure of XseA, which revealed four domains: an N-terminal OB-fold domain, a middle putatively catalytic domain, a coiled-coil domain and a short C-terminal segment. By series of deletion and site-directed mutagenesis experiments on XseA from Escherichia coli, we determined that the OB-fold domain is responsible for DNA binding, the coiled-coil domain is involved in binding multiple copies of the XseB subunit and residues D155, R205, H238 and D241 of the middle domain are important for the catalytic activity but not for DNA binding. Altogether, we propose a model of sequence-structure-function relationships in ExoVII.


Subject(s)
DNA Repair Enzymes/chemistry , Escherichia coli Proteins/chemistry , Exodeoxyribonucleases/chemistry , Amino Acid Sequence , Base Sequence , DNA Repair Enzymes/classification , DNA Repair Enzymes/metabolism , Escherichia coli Proteins/classification , Escherichia coli Proteins/metabolism , Exodeoxyribonucleases/classification , Exodeoxyribonucleases/metabolism , Models, Molecular , Molecular Sequence Data , Phylogeny , Protein Structure, Tertiary , Protein Subunits/chemistry , Sequence Alignment , Structure-Activity Relationship
14.
Nucleic Acids Res ; 39(Database issue): D788-92, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21051355

ABSTRACT

REPAIRtoire is the first comprehensive database resource for systems biology of DNA damage and repair. The database collects and organizes the following types of information: (i) DNA damage linked to environmental mutagenic and cytotoxic agents, (ii) pathways comprising individual processes and enzymatic reactions involved in the removal of damage, (iii) proteins participating in DNA repair and (iv) diseases correlated with mutations in genes encoding DNA repair proteins. REPAIRtoire provides also links to publications and external databases. REPAIRtoire contains information about eight main DNA damage checkpoint, repair and tolerance pathways: DNA damage signaling, direct reversal repair, base excision repair, nucleotide excision repair, mismatch repair, homologous recombination repair, nonhomologous end-joining and translesion synthesis. The pathway/protein dataset is currently limited to three model organisms: Escherichia coli, Saccharomyces cerevisiae and Homo sapiens. The DNA repair and tolerance pathways are represented as graphs and in tabular form with descriptions of each repair step and corresponding proteins, and individual entries are cross-referenced to supporting literature and primary databases. REPAIRtoire can be queried by the name of pathway, protein, enzymatic complex, damage and disease. In addition, a tool for drawing custom DNA-protein complexes is available online. REPAIRtoire is freely available and can be accessed at http://repairtoire.genesilico.pl/.


Subject(s)
DNA Repair Enzymes/metabolism , DNA Repair , Databases, Protein , DNA Damage , DNA Repair Enzymes/genetics , Disease/genetics , Escherichia coli Proteins/metabolism , Humans , Mutagens/toxicity , Mutation , Saccharomyces cerevisiae Proteins/metabolism
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