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1.
Sci Data ; 10(1): 632, 2023 09 16.
Article in English | MEDLINE | ID: mdl-37717042

ABSTRACT

Computational drug repositioning methods have emerged as an attractive and effective solution to find new candidates for existing therapies, reducing the time and cost of drug development. Repositioning methods based on biomedical knowledge graphs typically offer useful supporting biological evidence. This evidence is based on reasoning chains or subgraphs that connect a drug to a disease prediction. However, there are no databases of drug mechanisms that can be used to train and evaluate such methods. Here, we introduce the Drug Mechanism Database (DrugMechDB), a manually curated database that describes drug mechanisms as paths through a knowledge graph. DrugMechDB integrates a diverse range of authoritative free-text resources to describe 4,583 drug indications with 32,249 relationships, representing 14 major biological scales. DrugMechDB can be employed as a benchmark dataset for assessing computational drug repositioning models or as a valuable resource for training such models.


Subject(s)
Benchmarking , Drug Development , Databases, Factual , Drug Repositioning , Knowledge
2.
bioRxiv ; 2023 May 03.
Article in English | MEDLINE | ID: mdl-37205439

ABSTRACT

Computational drug repositioning methods have emerged as an attractive and effective solution to find new candidates for existing therapies, reducing the time and cost of drug development. Repositioning methods based on biomedical knowledge graphs typically offer useful supporting biological evidence. This evidence is based on reasoning chains or subgraphs that connect a drug to disease predictions. However, there are no databases of drug mechanisms that can be used to train and evaluate such methods. Here, we introduce the Drug Mechanism Database (DrugMechDB), a manually curated database that describes drug mechanisms as paths through a knowledge graph. DrugMechDB integrates a diverse range of authoritative free-text resources to describe 4,583 drug indications with 32,249 relationships, representing 14 major biological scales. DrugMechDB can be employed as a benchmark dataset for assessing computational drug repurposing models or as a valuable resource for training such models.

4.
Article in English | MEDLINE | ID: mdl-26615046

ABSTRACT

Silver-Russell syndrome (SRS) is a rare, clinically and genetically heterogeneous entity, caused by (epi)genetic alternations. It is characterized by prenatal and postnatal growth retardation, relative macrocephaly, the triangular face and body asymmetry. About 40-60% of cases are caused by hypomethylation of 11p.15.5 Imprinting Centre Region 1 (ICR1) on the paternal chromosome, and maternal uniparental disomy for chromosome 7 (UPD(7)mat) is found in 5-10% of cases. There are suggested correlations between genotype and the phenotype. Psychomotor development may be delayed, usually mildly, with school difficulties and speech delay more common in patients with UPD(7)mat. Children with 11p15 hypomethylation are shorter and lighter at birth in comparison to children with UPD(7)mat, however further deceleration tends to be more apparent in the latter group. The onset of puberty tends to occur early, with acceleration of bone age, resulting in less apparent growth spurt. Failure to thrive and feeding problems are characteristic for the infant period, and further development of a child may be conditioned by additional congenital defects.


Subject(s)
Chromosomes, Human, Pair 11 , Chromosomes, Human, Pair 7 , Epigenomics , Genetic Predisposition to Disease , Silver-Russell Syndrome/genetics , Silver-Russell Syndrome/physiopathology , Adolescent , Child , Child, Preschool , Female , Genetic Background , Genomic Imprinting , Humans , Infant , Male
5.
Pediatr Int ; 57(3): 486-91, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26012727

ABSTRACT

Here we report a patient with 11p15.4p15.5 duplication and 13q34 deletion presenting with Beckwith-Wiedemann syndrome (BWS) and moderate deficiency of factor VII (FVII). The duplication was initially diagnosed on methylation-sensitive multiplex ligation-dependent probe amplification. Array comparative genome hybridization confirmed its presence and indicated a 13q34 distal deletion. The patient's clinical symptoms, including developmental delay and facial dysmorphism, were typical of BWS with paternal 11p15 trisomy. Partial 13q monosomy in this patient is associated with moderate deficiency of FVII and may also overlap with a few symptoms of paternal 11p15 trisomy such as developmental delay and some facial features. To our knowledge this is the first report of 11p15.4p15.5 duplication associated with deletion of 13q34 and FVII deficiency. Moreover, this report emphasizes the importance of detailed clinical as well as molecular examinations in patients with BWS features and developmental delay.


Subject(s)
Abnormalities, Multiple , Beckwith-Wiedemann Syndrome/genetics , Chromosome Disorders/genetics , Chromosomes, Human, Pair 11/genetics , Factor VII Deficiency/genetics , Adult , Beckwith-Wiedemann Syndrome/diagnosis , Chromosome Deletion , Chromosome Disorders/diagnosis , Chromosomes, Human, Pair 13/genetics , Factor VII Deficiency/diagnosis , Female , Humans , Infant , Multiplex Polymerase Chain Reaction
6.
Gene ; 506(1): 161-5, 2012 Sep 10.
Article in English | MEDLINE | ID: mdl-22766397

ABSTRACT

Deletions in mitochondrial DNA are a common cause of mitochondrial disorders. The molecular diagnosis of mtDNA deletions for years was based on Southern hybridization later replaced by PCR methods such as PCR with primers specific for a particular deletion (mainly the so-called common deletion of 4977 bp) and long PCR. In order to evaluate the usefulness of MLPA (Multiplex Ligation-dependent Probe Amplification) in molecular diagnosis of large scale mtDNA deletions we compare four diagnostic methods: Southern hybridization, PCR, long-PCR and MLPA in a group of 16 patients with suspected deletions. Analysis was performed on blood, muscle and in one case hepatic tissue DNA. The MLPA was not able to confirm all the deletions detected by PCR methods, but due to its relative ease of processing, minimal equipment, low costs and the additional possibility to detect frequent point mtDNA mutations in one assay it is worth considering as a screening method. We recommend to always confirm MLPA results by PCR methods.


Subject(s)
DNA, Mitochondrial/genetics , Genetic Testing/methods , Mitochondrial Diseases/diagnosis , Mitochondrial Diseases/genetics , Molecular Diagnostic Techniques/methods , Sequence Deletion , Adolescent , Blotting, Southern/methods , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Ligase Chain Reaction , Male , Multiplex Polymerase Chain Reaction/methods , Nucleic Acid Amplification Techniques/methods , Polymerase Chain Reaction/methods , Prospective Studies , Retrospective Studies , Young Adult
7.
J Med Microbiol ; 60(Pt 7): 889-898, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21436367

ABSTRACT

We investigated interactions of Aeromonas caviae, Aeromonas veronii biotype sobria and Aeromonas hydrophila strains, isolated from faecal specimens of humans with gastroenteritis, with HT29 intestinal epithelial cells. All strains were found to be cytotoxic to the cells. Bacterial infection caused generation of reactive oxygen species (ROS) and nitric oxide radical (NO(·)). The maximal levels of ROS and NO(·) were 14 and 35 times, respectively, greater in cells infected with Aeromonas spp. than in those incubated with non-pathogenic Escherichia coli. The cells incubated with cytolytic enterotoxin isolated from A. veronii biotype sobria induced the highest level of ROS and caused the highest cytotoxicity. We observed that increased accumulation of intracellular ROS leads to a loss of mitochondrial membrane potential (ΔΨ(m)). Analyses of cellular morphology and DNA fragmentation revealed characteristic features of cells undergoing apoptosis. The process was dependent on the activation of caspases, and was completely blocked by the pan-caspase inhibitor z-VAD-fmk. Treatment of infected HT29 cells with three distinct antioxidants prevented intracellular ROS production, mitochondrial damage and apoptosis. The Pearson linear test revealed positive correlations between apoptotic index at 24 h and percentage cytotoxicity, ROS production, NO(·) production and loss of ΔΨ(m). This study has provided new insights into the mechanisms contributing to the development of Aeromonas-associated gastroenteritis. The results indicate that bacteria-induced apoptosis of epithelial cells results from mitochondrial depolarization due to oxidative stress.


Subject(s)
Aeromonas/pathogenicity , Apoptosis/physiology , Epithelial Cells/microbiology , Mitochondria/metabolism , Aeromonas/classification , Aeromonas/genetics , Epithelial Cells/cytology , Epithelial Cells/metabolism , Gastroenteritis/microbiology , Gram-Negative Bacterial Infections/microbiology , HT29 Cells , Humans , Intestinal Mucosa/cytology , Membrane Potential, Mitochondrial , Nitric Oxide/biosynthesis , Oxidants/metabolism , Reactive Oxygen Species/metabolism , Virulence/genetics
8.
Nat Struct Mol Biol ; 18(2): 191-7, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21240268

ABSTRACT

One of the primary pathways for removal of DNA damage is nucleotide excision repair (NER). In bacteria, the UvrA protein is the component of NER that locates the lesion. A notable feature of NER is its ability to act on many DNA modifications that vary in chemical structure. So far, the mechanism underlying this broad specificity has been unclear. Here, we report the first crystal structure of a UvrA protein in complex with a chemically modified oligonucleotide. The structure shows that the UvrA dimer does not contact the site of lesion directly, but rather binds the DNA regions on both sides of the modification. The DNA region harboring the modification is deformed, with the double helix bent and unwound. UvrA uses damage-induced deformations of the DNA and a less rigid structure of the modified double helix for indirect readout of the lesion.


Subject(s)
Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , DNA Repair , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/metabolism , DNA/metabolism , Thermotoga maritima/metabolism , Adenosine Diphosphate/metabolism , Base Sequence , Crystallography, X-Ray , DNA/chemistry , DNA Damage , Models, Molecular , Molecular Sequence Data , Nucleic Acid Conformation , Protein Binding , Protein Conformation , Thermotoga maritima/chemistry
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