4.6 Article

TranscriptomeBrowser 3.0: introducing a new compendium of molecular interactions and a new visualization tool for the study of gene regulatory networks

期刊

BMC BIOINFORMATICS
卷 13, 期 -, 页码 -

出版社

BMC
DOI: 10.1186/1471-2105-13-19

关键词

-

资金

  1. Institut National de la Sante et de la Recherche Medicale (Inserm)
  2. Canceropole PACA
  3. Marseille-Nice Genopole(R)
  4. EU
  5. EU STREP
  6. ANR, National Research Agency

向作者/读者索取更多资源

Background: Deciphering gene regulatory networks by in silico approaches is a crucial step in the study of the molecular perturbations that occur in diseases. The development of regulatory maps is a tedious process requiring the comprehensive integration of various evidences scattered over biological databases. Thus, the research community would greatly benefit from having a unified database storing known and predicted molecular interactions. Furthermore, given the intrinsic complexity of the data, the development of new tools offering integrated and meaningful visualizations of molecular interactions is necessary to help users drawing new hypotheses without being overwhelmed by the density of the subsequent graph. Results: We extend the previously developed TranscriptomeBrowser database with a set of tables containing 1,594,978 human and mouse molecular interactions. The database includes: (i) predicted regulatory interactions (computed by scanning vertebrate alignments with a set of 1,213 position weight matrices), (ii) potential regulatory interactions inferred from systematic analysis of ChIP-seq experiments, (iii) regulatory interactions curated from the literature, (iv) predicted post-transcriptional regulation by micro-RNA, (v) protein kinase-substrate interactions and (vi) physical protein-protein interactions. In order to easily retrieve and efficiently analyze these interactions, we developed In-teractomeBrowser, a graph-based knowledge browser that comes as a plug-in for TranscriptomeBrowser. The first objective of InteractomeBrowser is to provide a user-friendly tool to get new insight into any gene list by providing a context-specific display of putative regulatory and physical interactions. To achieve this, InteractomeBrowser relies on a cell compartments-based layout that makes use of a subset of the Gene Ontology to map gene products onto relevant cell compartments. This layout is particularly powerful for visual integration of heterogeneous biological information and is a productive avenue in generating new hypotheses. The second objective of InteractomeBrowser is to fill the gap between interaction databases and dynamic modeling. It is thus compatible with the network analysis software Cytoscape and with the Gene Interaction Network simulation software (GINsim). We provide examples underlying the benefits of this visualization tool for large gene set analysis related to thymocyte differentiation. Conclusions: The InteractomeBrowser plugin is a powerful tool to get quick access to a knowledge database that includes both predicted and validated molecular interactions. InteractomeBrowser is available through the TranscriptomeBrowser framework and can be found at: http://tagc.univ-mrs.fr/tbrowser/. Our database is updated on a regular basis.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Cell Biology

RNA-Guided Genomic Localization of H2AL2 Histone Variant

Naghmeh Hoghoughi, Sophie Barral, Sandrine Curtet, Florent Chuffart, Guillaume Charbonnier, Denis Puthier, Thierry Buchou, Sophie Rousseaux, Saadi Khochbin

Article Medicine, Research & Experimental

Production of knowledge using data collected by associations of patients: The fibromyalgia example

Carole Robert, Jean Imbert, Mohamed Lajnef, Camille Nous, Gilbert Cabiran, Serge Robert, Francoise Cabiran, Flavie Mathieu

Summary: To address the challenge of medical knowledge democratization, various initiatives including patient education and research collaborations have been developed. However, only a few collaborations are initiated by patients directly, highlighting the potential for further research in this area.

M S-MEDECINE SCIENCES (2021)

Article Biochemistry & Molecular Biology

Dynamics of broad H3K4me3 domains uncover an epigenetic switch between cell identity and cancer-related genes

Mohamed Belhocine, Mathieu Simonin, Jose David Abad Flores, Agata Cieslak, Iris Manosalva, Lydie Pradel, Charlotte Smith, Eve-Lyne Mathieu, Guillaume Charbonnier, Joost H. A. Martens, Hendrik G. Stunnenberg, Muhammad Ahmad Maqbool, Aneta Mikulasova, Lisa J. Russell, Daniel Rico, Denis Puthier, Pierre Ferrier, Vahid Asnafi, Salvatore Spicuglia

Summary: Broad H3K4 methylation domains are associated with T cell differentiation and T cell acute lymphoblastic leukemia. The varying breadth of these domains can distinguish between normal and neoplastic cells, and the genes associated with broad domains are deregulated in T-ALL. The ectopic expression of T-ALL oncogenic transcription factor affects the expression of broad domain-associated genes in preleukemic cells. Additionally, an H3K4me3 demethylase inhibitor selectively targets T-ALL cell lines depending on the extent and number of broad domains.

GENOME RESEARCH (2022)

Article Biochemistry & Molecular Biology

Genetic Predisposition to the Mortality in Septic Shock Patients: From GWAS to the Identification of a Regulatory Variant Modulating the Activity of a CISH Enhancer

Florian Rosier, Audrey Brisebarre, Claire Dupuis, Sabrina Baaklini, Denis Puthier, Christine Brun, Lydie C. Pradel, Pascal Rihet, Didier Payen

Summary: Through two genome-wide association studies, the research identified an association between SNP within the CISH gene and death in septic shock patients. Further investigation revealed rs143356980 as a key regulatory candidate that modulates pathways related to death, increasing the risk of mortality in patients with septic shock.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2021)

Article Cell Biology

Metabolically controlled histone H4K5 acylation/acetylation ratio drives BRD4 genomic distribution

Mengqing Gao, Jin Wang, Sophie Rousseaux, Minjia Tan, Lulu Pan, Lijun Peng, Sisi Wang, Wenqian Xu, Jiayi Ren, Yuanfang Liu, Martin Spinck, Sophie Barral, Tao Wang, Florent Chuffart, Ekaterina Bourova-Flin, Denis Puthier, Sandrine Curtet, Lisa Bargier, Zhongyi Cheng, Heinz Neumann, Jian Li, Yingming Zhao, Jian-Qing Mi, Saadi Khochbin

Summary: This study shows that mitochondrial activity can regulate the balance between histone acetylation and longer-chain acylations, impacting the function of histone H4K5. An increase in non-acetyl acylations over acetylation weakens the chromatin interaction of bromodomain containing protein 4 (BRD4), leading to enhanced nuclear mobility and binding at transcription start sites of active genes. This suggests that metabolism-driven control of the histone acetylation/longer-chain acylation(s) ratio may be a common mechanism regulating the genomic distribution of bromodomain factors.

CELL REPORTS (2021)

Article Biochemical Research Methods

Anomaly detection in genomic catalogues using unsupervised multi-view autoencoders

Quentin Ferre, Jeanne Cheneby, Denis Puthier, Cecile Capponi, Benoit Ballester

Summary: Accurate identification of Transcriptional Regulator binding locations is crucial for analyzing genomic regions, and the method developed in this study leverages multiple experimental series to mark atypical peaks using deep learning. By compressing genomic regions' representations and identifying correlation groups, the approach successfully evaluates CRE completeness and detects peaks lacking known biological correlators in real data. The proposed normalization methods are useful for interpreting black-box models, and the approach can be extended to similar problems, implemented in an open-source tool called atyPeak.

BMC BIOINFORMATICS (2021)

Article Biochemistry & Molecular Biology

ReMap 2022: a database of Human, Mouse, Drosophila and Arabidopsis regulatory regions from an integrative analysis of DNA-binding sequencing experiments

Fayrouz Hammal, Pierre de Langen, Aurelie Bergon, Fabrice Lopez, Benoit Ballester

Summary: ReMap 2022 provides manually curated, high-quality catalogs of regulatory regions from Human, Arabidopsis, Mouse, and Fly, including hundreds of transcription factors and regulators. The update also introduces new regulatory catalogs for Mouse and Fly, enriching research resources for scientists. Users can browse the four regulatory catalogs through track hubs at UCSC, Ensembl, and NCBI genome browsers.

NUCLEIC ACIDS RESEARCH (2022)

Article Immunology

Prevalence of Inflammatory Pathways Over Immuno-Tolerance in Peripheral Blood Mononuclear Cells of Recent-Onset Type 1 Diabetes

Aritania Sousa Santos, Edecio Cunha-Neto, Nelson Vinicius Gonfinetti, Fernanda Bernardi Bertonha, Pauline Brochet, Aurelie Bergon, Carlos Alberto Moreira-Filho, Christophe Chevillard, Maria Elizabeth Rossi da Silva

Summary: Our study investigated the global gene expression in PBMC of recent-onset T1D patients from a highly admixed Brazilian population, revealing 474 differentially expressed genes between groups. The most expressed genes in T1D patients favored host defense, inflammatory and cell cycle progression, while immune-regulatory pathways were downregulated. These findings suggest immune activation and differential genetic profiles in recent-onset T1D patients.

FRONTIERS IN IMMUNOLOGY (2022)

Article Agriculture, Dairy & Animal Science

A novel cross-species differential tumor classification method based on exosome-derived microRNA biomarkers established by human-dog lymphoid and mammary tumor cell lines' transcription profiles

Kaj Chokeshaiusaha, Thanida Sananmuang, Denis Puthier, Catherine Nguyen

Summary: This study investigated the application of exosome-derived miRNA in cross-species tumor diagnosis, successfully identifying and utilizing human-dog miRNA orthologs for differential tumor cell line classification. These findings shed light on a novel non-invasive tumor diagnostic tool that could be used in both human and veterinary medicine in the future.

VETERINARY WORLD (2022)

Article Immunology

Epigenetic regulation of transcription factor binding motifs promotes Th1 response in Chagas disease cardiomyopathy

Pauline Brochet, Barbara Maria Ianni, Laurie Laugier, Amanda Farage Frade, Joao Paulo Silva Nunes, Priscila Camillo Teixeira, Charles Mady, Ludmila Rodrigues Pinto Ferreira, Quentin Ferre, Ronaldo Honorato Barros Santos, Andreia Kuramoto, Sandrine Cabantous, Samuel Steffen, Antonio Noedir Stolf, Pablo Pomerantzeff, Alfredo Inacio Fiorelli, Edimar Alcides Bocchi, Cristina Wide Pissetti, Bruno Saba, Darlan da Silva Candido, Fabricio C. Dias, Marcelo Ferraz Sampaio, Fabio Antonio Gaiotto, Jose Antonio Marin-Neto, Abilio Fragata, Ricardo Costa Fernandes Zaniratto, Sergio Siqueira, Giselle De Lima Peixoto, Vagner Oliveira-Carvalho Rigaud, Fernando Bacal, Paula Buck, Rafael Ribeiro Almeida, Hui Tzu Lin-Wang, Andre Schmidt, Martino Martinelli, Mario Hiroyuki Hirata, Eduardo Antonio Donadi, Alexandre Costa Pereira, Virmondes Rodrigues Junior, Denis Puthier, Jorge Kalil, Lionel Spinelli, Edecio Cunha-Neto, Christophe Chevillard

Summary: In this study, the genetic and epigenetic deregulations associated with moderate and severe stages of Chagas disease were investigated using bulk RNA-seq and DNA methylation analysis. The results revealed differentially expressed transcripts and regulatory differentially methylated regions in the heart tissue of CCC patients. Transcription factors binding sites affected by DNA methylation were also identified. The study identified biological processes affected by severe CCC and highlighted the importance of ion transport and the nervous system in the development of the disease.

FRONTIERS IN IMMUNOLOGY (2022)

Article Agriculture, Dairy & Animal Science

Cross-species analysis of differential transcript usage in humans and chickens with fatty liver disease

Kaj Chokeshaiusaha, Thanida Sananmuang, Denis Puthier, Catherine Nguyen

Summary: This study identified potential cross-species genes and transcript isoforms in humans and chickens that may play a significant role in the development and progression of fatty liver disease.

VETERINARY WORLD (2023)

Article Medicine, Research & Experimental

The Contribution of Multiplexing Single Cell RNA Sequencing in Acute Myeloid Leukemia

Lamia Madaci, Charlyne Gard, Sebastien Nin, Geoffroy Venton, Pascal Rihet, Denis Puthier, Beatrice Loriod, Regis Costello

Summary: This article discusses the importance of personalized treatment for acute myeloid leukemia. The use of targeted drugs is crucial in differentiating between different types of cell targets, but cell-by-cell analysis poses challenges. The study demonstrates the applicability of the cell hashing technique for analyzing acute myeloid leukemia cells and compares it to standard single cell analysis, showing strong correlation in various parameters.

DISEASES (2023)

Article Genetics & Heredity

OLOGRAM-MODL: mining enriched n-wise combinations of genomic features with Monte Carlo and dictionary learning

Quentin Ferre, Cecile Capponi, Denis Puthier

Summary: The method introduces a new approach to infer functional associations between different genomic regions, improving resolution and interpretability of the results. It utilizes Monte Carlo method and machine learning techniques, and has been experimentally validated for feasibility.

NAR GENOMICS AND BIOINFORMATICS (2021)

Article Veterinary Sciences

Activation-induced cell death of NK cells in canine atopic dermatitis revealed by Droplet-Sequencing data of peripheral blood mononuclear cells

Natthaporn Kuendee, Denis Puthier, Catherine Nguyen, Kaj Chokeshaiusaha

Summary: The study reveals that in canine AD, NK cells express genes related to cell apoptosis regulation, similar to those in human AD patients, supporting the idea of AD inducing AICD of canine NK cells.

THAI JOURNAL OF VETERINARY MEDICINE (2021)

暂无数据