Publications
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Transcriptomic analysis reveals proinflammatory signatures associated with acute myeloid leukemia progression
Part of Blood Advances SUPPLEMENTAL INFORMATION FOR: Transcriptomic analysis reveals pro-inflammatory signatures associated with acute myeloid leukemia progression SUPPLEMENTARY MATERIAL: Transcriptomic analysis reveals pro-inflammatory signatures associated with acute myeloid leukemia progression, p. 152-164, 2022.
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Organ-specific metabolic pathways distinguish prediabetes, type 2 diabetes, and normal tissues
Part of Cell Reports Medicine, 2022.
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Nucleolar rDNA folds into condensed foci with a specific combination of epigenetic marks
Part of The Plant Journal, p. 1534-1548, 2021.
DOI for Nucleolar rDNA folds into condensed foci with a specific combination of epigenetic marks
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Genomic characterization of relapsed acute myeloid leukemia reveals novel putative therapeutic targets
Part of Blood Advances SUPPLEMENTAL INFORMATION FOR: Genomic characterization of adult and pediatric relapsed acute myeloid leukemia reveals novel therapeutic targets, p. 900-912, 2021.
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Mapping chromatin accessibility and active regulatory elements reveals pathological mechanisms in human gliomas
Part of Nature Communications, 2021.
DOI for Mapping chromatin accessibility and active regulatory elements reveals pathological mechanisms in human gliomas Download full text (pdf) of Mapping chromatin accessibility and active regulatory elements reveals pathological mechanisms in human gliomas
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Interpretable Machine Learning Reveals Dissimilarities Between Subtypes of Autism Spectrum Disorder
Part of Frontiers in Genetics, 2021.
DOI for Interpretable Machine Learning Reveals Dissimilarities Between Subtypes of Autism Spectrum Disorder Download full text (pdf) of Interpretable Machine Learning Reveals Dissimilarities Between Subtypes of Autism Spectrum Disorder
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A Multi-Omics Approach to Liver Diseases: Integration of Single Nuclei Transcriptomics with Proteomics and HiCap Bulk Data in Human Liver
Part of Omics, p. 180-194, 2020.
DOI for A Multi-Omics Approach to Liver Diseases: Integration of Single Nuclei Transcriptomics with Proteomics and HiCap Bulk Data in Human Liver Download full text (pdf) of A Multi-Omics Approach to Liver Diseases: Integration of Single Nuclei Transcriptomics with Proteomics and HiCap Bulk Data in Human Liver
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Cancer LncRNA Census reveals evidence for deep functional conservation of long noncoding RNAs in tumorigenesis
Part of Communications Biology, 2020.
DOI for Cancer LncRNA Census reveals evidence for deep functional conservation of long noncoding RNAs in tumorigenesis Download full text (pdf) of Cancer LncRNA Census reveals evidence for deep functional conservation of long noncoding RNAs in tumorigenesis
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Integration of whole-body [18F]FDG PET/MRI with non-targeted metabolomics can provide new insights on tissue-specific insulin resistance in type 2 diabetes
Part of Scientific Reports, 2020.
DOI for Integration of whole-body [18F]FDG PET/MRI with non-targeted metabolomics can provide new insights on tissue-specific insulin resistance in type 2 diabetes Download full text (pdf) of Integration of whole-body [18F]FDG PET/MRI with non-targeted metabolomics can provide new insights on tissue-specific insulin resistance in type 2 diabetes
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Analyzing DNA methylation patterns in subjects diagnosed with schizophrenia using machine learning methods
Part of Journal of Psychiatric Research, p. 41-47, 2019.
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Macrophage-associated wound healing contributes to African green monkey SIV pathogenesis control
Part of Nature Communications, 2019.
DOI for Macrophage-associated wound healing contributes to African green monkey SIV pathogenesis control Download full text (pdf) of Macrophage-associated wound healing contributes to African green monkey SIV pathogenesis control
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Studies of liver tissue identify functional gene regulatory elements associated to gene expression, type 2 diabetes, and other metabolic diseases
Part of Human Genomics, 2019.
DOI for Studies of liver tissue identify functional gene regulatory elements associated to gene expression, type 2 diabetes, and other metabolic diseases Download full text (pdf) of Studies of liver tissue identify functional gene regulatory elements associated to gene expression, type 2 diabetes, and other metabolic diseases
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Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
Part of Scientific Reports, 2019.
DOI for Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases Download full text (pdf) of Allele specific chromatin signals, 3D interactions, and motif predictions for immune and B cell related diseases
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Intra- and inter-individual metabolic profiling highlights carnitine and lysophosphatidylcholine pathways as key molecular defects in type 2 diabetes
Part of Scientific Reports, 2019.
DOI for Intra- and inter-individual metabolic profiling highlights carnitine and lysophosphatidylcholine pathways as key molecular defects in type 2 diabetes Download full text (pdf) of Intra- and inter-individual metabolic profiling highlights carnitine and lysophosphatidylcholine pathways as key molecular defects in type 2 diabetes
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Special Issue Introduction: The Wonders and Mysteries Next Generation Sequencing Technologies Help Reveal
Part of Genes, 2018.
DOI for Special Issue Introduction: The Wonders and Mysteries Next Generation Sequencing Technologies Help Reveal Download full text (pdf) of Special Issue Introduction: The Wonders and Mysteries Next Generation Sequencing Technologies Help Reveal
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Unveiling new interdependencies between significant DNA methylation sites, gene expression profiles and glioma patients survival
Part of Scientific Reports, 2018.
DOI for Unveiling new interdependencies between significant DNA methylation sites, gene expression profiles and glioma patients survival Download full text (pdf) of Unveiling new interdependencies between significant DNA methylation sites, gene expression profiles and glioma patients survival
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PiiL: visualization of DNA methylation and gene expression data in gene pathways
Part of BMC Genomics, 2017.
DOI for PiiL: visualization of DNA methylation and gene expression data in gene pathways Download full text (pdf) of PiiL: visualization of DNA methylation and gene expression data in gene pathways
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Risk stratification in cervical cancer screening by complete screening history: Applying bioinformatics to a general screening population
Part of International Journal of Cancer, p. 200-209, 2017.
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Combinatorial identification of DNA methylation patterns over age in the human brain
Part of BMC Bioinformatics, 2016.
DOI for Combinatorial identification of DNA methylation patterns over age in the human brain Download full text (pdf) of Combinatorial identification of DNA methylation patterns over age in the human brain
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Identification of combinatorial host-specific signatures with a potential to affect host adaptation in influenza A H1N1 and H3N2 subtypes
Part of BMC Genomics, 2016.
DOI for Identification of combinatorial host-specific signatures with a potential to affect host adaptation in influenza A H1N1 and H3N2 subtypes Download full text (pdf) of Identification of combinatorial host-specific signatures with a potential to affect host adaptation in influenza A H1N1 and H3N2 subtypes
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Maps of context-dependent putative regulatory regions and genomic signal interactions
Part of Nucleic Acids Research, p. 9110-9120, 2016.
DOI for Maps of context-dependent putative regulatory regions and genomic signal interactions Download full text (pdf) of Maps of context-dependent putative regulatory regions and genomic signal interactions
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A complete map of potential pathogenicity markers of avian influenza virus subtype H5 predicted from 11 expressed proteins
Part of BMC Microbiology, 2015.
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Different distribution of histone modifications in genes with unidirectional and bidirectional transcription and a role of CTCF and cohesin in directing transcription
Part of BMC Genomics, 2015.
DOI for Different distribution of histone modifications in genes with unidirectional and bidirectional transcription and a role of CTCF and cohesin in directing transcription Download full text (pdf) of Different distribution of histone modifications in genes with unidirectional and bidirectional transcription and a role of CTCF and cohesin in directing transcription
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'True' null allele detection in microsatellite loci: a comparison of methods, assessment of difficulties and survey of possible improvements
Part of Molecular Ecology Resources, p. 477-488, 2015.
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Ciruvis: a web-based tool for rule networks and interaction detection using rule-based classifiers
Part of BMC Bioinformatics, p. 139-, 2014.
DOI for Ciruvis: a web-based tool for rule networks and interaction detection using rule-based classifiers Download full text (pdf) of Ciruvis: a web-based tool for rule networks and interaction detection using rule-based classifiers
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The signal transducers Stat1 and Stat3 and their novel target Jmjd3 drive the expression of inflammatory genes in microglia
Part of Journal of Molecular Medicine, p. 239-254, 2014.
DOI for The signal transducers Stat1 and Stat3 and their novel target Jmjd3 drive the expression of inflammatory genes in microglia Download full text (pdf) of The signal transducers Stat1 and Stat3 and their novel target Jmjd3 drive the expression of inflammatory genes in microglia
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Integration of genome-wide of Stat3 binding and epigenetic modification mapping with transcriptome reveals novel Stat3 target genes in glioma cells
Part of Biochimica et Biophysica Acta, p. 1341-1350, 2014.
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Nucleosome regulatory dynamics in response to TGF-beta treatment in HepG2 cells
Part of Nucleic Acids Research, p. 6921-6934, 2014.
DOI for Nucleosome regulatory dynamics in response to TGF-beta treatment in HepG2 cells
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Nucleosome regulatory dynamics in response to TGF beta
Part of Nucleic Acids Research, p. 6921-6934, 2014.
DOI for Nucleosome regulatory dynamics in response to TGF beta
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ChIP-seq in steatohepatitis and normal liver tissue identifies candidate disease mechanisms related to progression to cancer
Part of BMC Medical Genomics, p. 50-, 2013.
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Peak Finder Metaserver - a novel application for finding peaks in ChIP-seq data
Part of BMC Bioinformatics, p. 280-, 2013.
DOI for Peak Finder Metaserver - a novel application for finding peaks in ChIP-seq data Download full text (pdf) of Peak Finder Metaserver - a novel application for finding peaks in ChIP-seq data
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Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large Datasets
Part of Fundamenta Informaticae, p. 273-288, 2013.
DOI for Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large Datasets
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Rule-Based Models of the Interplay between Genetic and Environmental Factors in Childhood Allergy
Part of PLOS ONE, p. e80080-, 2013.
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Monte Carlo feature selection and rule-based models to predict Alzheimer's disease in mild cognitive impairment
Part of Journal of neural transmission, p. 821-831, 2012.
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A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements
Part of Algorithms for Molecular Biology, p. 2-, 2012.
DOI for A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements Download full text (pdf) of A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements
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Gis1 and Rph1 Regulate Glycerol and Acetate Metabolism in Glucose Depleted Yeast Cells
Part of PLOS ONE, p. e31577-, 2012.
DOI for Gis1 and Rph1 Regulate Glycerol and Acetate Metabolism in Glucose Depleted Yeast Cells Download full text (pdf) of Gis1 and Rph1 Regulate Glycerol and Acetate Metabolism in Glucose Depleted Yeast Cells
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Cancer associated epigenetic transitions identified by genome-wide histone methylation binding profiles in human colorectal cancer samples and paired normal mucosa
Part of BMC Cancer, p. 450-, 2011.
DOI for Cancer associated epigenetic transitions identified by genome-wide histone methylation binding profiles in human colorectal cancer samples and paired normal mucosa Download full text (pdf) of Cancer associated epigenetic transitions identified by genome-wide histone methylation binding profiles in human colorectal cancer samples and paired normal mucosa
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Nitrogen depletion in the fission yeast Schizosaccharomyces pombe causes nucleosome loss in both promoters and coding regions of activated genes
Part of Genome Research, p. 361-371, 2010.
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Integrative epigenomic and genomic analysis of malignant pheochromocytoma
Part of Experimental and Molecular Medicine, p. 484-502, 2010.
DOI for Integrative epigenomic and genomic analysis of malignant pheochromocytoma
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Recurrent genomic alterations in benign and malignant pheochromocytomas and paragangliomas revealed by whole-genome array comparative genomic hybridization analysis
Part of Endocrine-Related Cancer, p. 561-579, 2010.
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Focal amplifications are associated with high grade and recurrences in stage Ta bladder carcinoma
Part of International Journal of Cancer, p. 1390-1402, 2010.
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A Rough Set-Based Model of HIV-1 Reverse Transcriptase Resistome
Part of Bioinformatics and Biology Insights, p. 109-127, 2009.
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Nucleosomes are well positioned in exons and carry characteristic histone modifications
Part of Genome Research, p. 1732-1741, 2009.
DOI for Nucleosomes are well positioned in exons and carry characteristic histone modifications
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Differential binding and co-binding pattern of FOXA1 and FOXA3 and their relation to H3K4me3 in HepG2 cells revealed by ChIP-seq
Part of Genome Biology, p. R129-, 2009.
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Identification of candidate regulatory SNPs by combination of transcription-factor-binding site prediction, SNP genotyping and haploChIP
Part of Nucleic Acids Research, p. e85-, 2009.
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Proteochemometrics mapping of the interaction space for retroviral proteases and their substrates
Part of Bioorganic & Medicinal Chemistry, p. 5229-5237, 2009.
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Histone H3 lysine 27 trimethylation in adult differentiated colon associated to cancer DNA hypermethylation
Part of Epigenetics, p. 107-113, 2009.
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Whole-genome maps of USF1 and USF2 binding and histone H3 acetylation reveal new aspects of promoter structure and candidate genes for common human disorders
Part of Genome Research, p. 380-392, 2008.
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Generalized proteochemometric model of multiple cytochrome P450 enzymes and their inhibitors
Part of Journal of chemical information and modeling, p. 1840-1850, 2008.
DOI for Generalized proteochemometric model of multiple cytochrome P450 enzymes and their inhibitors
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Monte Carlo feature selection for supervised classification
Part of Bioinformatics, p. 110-117, 2008.
DOI for Monte Carlo feature selection for supervised classification
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A Segmental Maximum A Posteriori Approach to Genome-wide Copy Number Profiling
Part of Bioinformatics, p. 751-758, 2008.
DOI for A Segmental Maximum A Posteriori Approach to Genome-wide Copy Number Profiling
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Somatic mosaicism for copy number variation in differentiated human tissues
Part of Human Mutation, p. 1118-24, 2008.
DOI for Somatic mosaicism for copy number variation in differentiated human tissues
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Phenotypically concordant and discordant monozygotic twins display different DNA copy-number-variation profiles
Part of American Journal of Human Genetics, p. 763-71, 2008.
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Profiling of copy number variations (CNVs) in healthy individuals from three ethnic groups using a human genome 32 K BAC-clone-based array
Part of Human Mutation, p. 398-408, 2008.
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Overlapping phenotype of wolf-hirschhorn and beckwith-wiedemann syndromes in a girl with der(4)t(4; 1 1)(pter;pter)
Part of American Journal of Medical Genetics, Part A, p. 1760-1766, 2007.
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Butyrate mediates decrease of histone acetylation centered on transcription start sites and down-regulation of associated genes
Part of Genome Research, p. 708-719, 2007.
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Endocan is a VEGF-A and PI3K regulated gene with increased expression in human renal cancer
Part of Experimental Cell Research, p. 1285-1294, 2007.
DOI for Endocan is a VEGF-A and PI3K regulated gene with increased expression in human renal cancer
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A previously unrecognized microdeletion syndrome on chromosome 22 band q11.2 encompassing the BCR gene
Part of American journal of medical genetics. Part A, p. 2178-2184, 2007.
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Computational proteomics analysis of HIV-1 protease interactome
Part of Proteins, p. 305-312, 2007.
DOI for Computational proteomics analysis of HIV-1 protease interactome
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A look inside HIV resistance through retroviral protease interaction maps
Part of PloS Computational Biology, p. 424-435, 2007.
DOI for A look inside HIV resistance through retroviral protease interaction maps
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Revealing cell cycle control by combining model-based detection of periodic expression with novel cis-regulatory descriptors
Part of BMC Systems Biology, p. 45-, 2007.
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Binding sites for metabolic disease related transcription factors inferred at base pair resolution by chromatin immunoprecipitation and genomic microarrays
Part of Human Molecular Genetics, p. 3435-3447, 2005.
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Gene expression based classification of gastric carcinoma.
Part of Cancer Lett, p. 227-37, 2004.
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Feature synthesis and extraction for the construction of generalized properties of amino acids
Part of Rough Sets and Current Trends in Computing, p. 786-791, 2004.
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Liver gene expression in rats in response to the peroxisome proliferator-activated
Part of Physiol Genomics, p. 9-19, 2003.
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Learning rough set classifiers from gene expressions and clinical data
Part of Fundamenta Informaticae, p. 155-183, 2002.