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1.
Bioinformatics ; 35(24): 5315-5317, 2019 12 15.
Article in English | MEDLINE | ID: mdl-31368486

ABSTRACT

SUMMARY: PRALINE 2 is a toolkit for custom multiple sequence alignment workflows. It can be used to incorporate sequence annotations, such as secondary structure or (DNA) motifs, into the alignment scoring, as well as to customize many other aspects of a progressive multiple alignment workflow. AVAILABILITY AND IMPLEMENTATION: PRALINE 2 is implemented in Python and available as open source software on GitHub: https://github.com/ibivu/PRALINE/.


Subject(s)
Software , DNA , Protein Structure, Secondary , Sequence Alignment
2.
Nucleic Acids Res ; 44(8): e72, 2016 05 05.
Article in English | MEDLINE | ID: mdl-26721389

ABSTRACT

Eukaryotic gene expression is regulated by transcription factors (TFs) binding to promoter as well as distal enhancers. TFs recognize short, but specific binding sites (TFBSs) that are located within the promoter and enhancer regions. Functionally relevant TFBSs are often highly conserved during evolution leaving a strong phylogenetic signal. While multiple sequence alignment (MSA) is a potent tool to detect the phylogenetic signal, the current MSA implementations are optimized to align the maximum number of identical nucleotides. This approach might result in the omission of conserved motifs that contain interchangeable nucleotides such as the ETS motif (IUPAC code: GGAW). Here, we introduce ConBind, a novel method to enhance alignment of short motifs, even if their mutual sequence similarity is only partial. ConBind improves the identification of conserved TFBSs by improving the alignment accuracy of TFBS families within orthologous DNA sequences. Functional validation of the Gfi1b + 13 enhancer reveals that ConBind identifies additional functionally important ETS binding sites that were missed by all other tested alignment tools. In addition to the analysis of known regulatory regions, our web tool is useful for the analysis of TFBSs on so far unknown DNA regions identified through ChIP-sequencing.


Subject(s)
Computational Biology/methods , DNA-Binding Proteins/metabolism , Enhancer Elements, Genetic/genetics , Promoter Regions, Genetic/genetics , Sequence Alignment/methods , Transcription Factors/metabolism , Animals , Base Sequence , Binding Sites/genetics , Gene Expression Regulation/genetics , Humans , Sequence Analysis, DNA
3.
PLoS Comput Biol ; 11(10): e1004435, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26505754

ABSTRACT

It has been recently shown that the coarse-graining of the structures of polypeptide chains as self-avoiding tubes can provide an effective representation of the conformational space of proteins. In order to fully exploit the opportunities offered by such a 'tube model' approach, we present here a strategy to combine it with molecular dynamics simulations. This strategy is based on the incorporation of the 'CamTube' force field into the Gromacs molecular dynamics package. By considering the case of a 60-residue polyvaline chain, we show that CamTube molecular dynamics simulations can comprehensively explore the conformational space of proteins. We obtain this result by a 20 µs metadynamics simulation of the polyvaline chain that recapitulates the currently known protein fold universe. We further show that, if residue-specific interaction potentials are added to the CamTube force field, it is possible to fold a protein into a topology close to that of its native state. These results illustrate how the CamTube force field can be used to explore efficiently the universe of protein folds with good accuracy and very limited computational cost.


Subject(s)
Algorithms , Models, Chemical , Molecular Dynamics Simulation , Protein Folding , Proteins/chemistry , Proteins/ultrastructure , Programming Languages , Protein Conformation , Software , Stress, Mechanical
4.
PLoS One ; 10(9): e0138141, 2015.
Article in English | MEDLINE | ID: mdl-26375816

ABSTRACT

BACKGROUND: Cancer is caused by somatic DNA alterations such as gene point mutations, DNA copy number aberrations (CNA) and structural variants (SVs). Genome-wide analyses of SVs in large sample series with well-documented clinical information are still scarce. Consequently, the impact of SVs on carcinogenesis and patient outcome remains poorly understood. This study aimed to perform a systematic analysis of genes that are affected by CNA-associated chromosomal breaks in colorectal cancer (CRC) and to determine the clinical relevance of recurrent breakpoint genes. METHODS: Primary CRC samples of patients with metastatic disease from CAIRO and CAIRO2 clinical trials were previously characterized by array-comparative genomic hybridization. These data were now used to determine the prevalence of CNA-associated chromosomal breaks within genes across 352 CRC samples. In addition, mutation status of the commonly affected APC, TP53, KRAS, PIK3CA, FBXW7, SMAD4, BRAF and NRAS genes was determined for 204 CRC samples by targeted massive parallel sequencing. Clinical relevance was assessed upon stratification of patients based on gene mutations and gene breakpoints that were observed in >3% of CRC cases. RESULTS: In total, 748 genes were identified that were recurrently affected by chromosomal breaks (FDR <0.1). MACROD2 was affected in 41% of CRC samples and another 169 genes showed breakpoints in >3% of cases, indicating that prevalence of gene breakpoints is comparable to the prevalence of well-known gene point mutations. Patient stratification based on gene breakpoints and point mutations revealed one CRC subtype with very poor prognosis. CONCLUSIONS: We conclude that CNA-associated chromosomal breaks within genes represent a highly prevalent and clinically relevant subset of SVs in CRC.


Subject(s)
Biomarkers, Tumor/genetics , Chromosome Breakage , Colorectal Neoplasms/genetics , Genome-Wide Association Study , Mutation/genetics , Clinical Trials, Phase III as Topic , Colorectal Neoplasms/pathology , Humans , Multicenter Studies as Topic , Prognosis , Randomized Controlled Trials as Topic
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