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Interactome Rewiring Following Pharmacological Targeting of BET Bromodomains.

Molecular cell | 2019

Targeting bromodomains (BRDs) of the bromo-and-extra-terminal (BET) family offers opportunities for therapeutic intervention in cancer and other diseases. Here, we profile the interactomes of BRD2, BRD3, BRD4, and BRDT following treatment with the pan-BET BRD inhibitor JQ1, revealing broad rewiring of the interaction landscape, with three distinct classes of behavior for the 603 unique interactors identified. A group of proteins associate in a JQ1-sensitive manner with BET BRDs through canonical and new binding modes, while two classes of extra-terminal (ET)-domain binding motifs mediate acetylation-independent interactions. Last, we identify an unexpected increase in several interactions following JQ1 treatment that define negative functions for BRD3 in the regulation of rRNA synthesis and potentially RNAPII-dependent gene expression that result in decreased cell proliferation. Together, our data highlight the contributions of BET protein modules to their interactomes allowing for a better understanding of pharmacological rewiring in response to JQ1.

Pubmed ID: 30554943 RIS Download

Research resources used in this publication

Associated grants

  • Agency: Wellcome Trust, United Kingdom
  • Agency: Medical Research Council, United Kingdom
    Id: MR/N010051/1
  • Agency: NIGMS NIH HHS, United States
    Id: P41 GM103484
  • Agency: CIHR, Canada

Publication data is provided by the National Library of Medicine ® and PubMed ®. Data is retrieved from PubMed ® on a weekly schedule. For terms and conditions see the National Library of Medicine Terms and Conditions.

This is a list of tools and resources that we have found mentioned in this publication.


MATLAB (tool)

RRID:SCR_001622

Multi paradigm numerical computing environment and fourth generation programming language developed by MathWorks. Allows matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other languages, including C, C++, Java, Fortran and Python. Used to explore and visualize ideas and collaborate across disciplines including signal and image processing, communications, control systems, and computational finance.

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ATCC (tool)

RRID:SCR_001672

Global nonprofit biological resource center (BRC) and research organization that provides biological products, technical services and educational programs to private industry, government and academic organizations. Its mission is to acquire, authenticate, preserve, develop and distribute biological materials, information, technology, intellectual property and standards for the advancement and application of scientific knowledge. The primary purpose of ATCC is to use its resources and experience as a BRC to become the world leader in standard biological reference materials management, intellectual property resource management and translational research as applied to biomaterial development, standardization and certification. ATCC characterizes cell lines, bacteria, viruses, fungi and protozoa, as well as develops and evaluates assays and techniques for validating research resources and preserving and distributing biological materials to the public and private sector research communities.

View all literature mentions

Addgene (tool)

RRID:SCR_002037

Non-profit plasmid repository dedicated to helping scientists around the world share high-quality plasmids. Facilitates archiving and distributing DNA-based research reagents and associated data to scientists worldwide. Repository contains over 65,000 plasmids, including special collections on CRISPR, fluorescent proteins, and ready-to-use viral preparations. There is no cost for scientists to deposit plasmids, which saves time and money associated with shipping plasmids themselves. All plasmids are fully sequenced for validation and sequencing data is openly available. We handle the appropriate Material Transfer Agreements (MTA) with institutions, facilitating open exchange and offering intellectual property and liability protection for depositing scientists. Furthermore, we curate free educational resources for the scientific community including a blog, eBooks, video protocols, and detailed molecular biology resources.

View all literature mentions

Fiji (tool)

RRID:SCR_002285

Software package as distribution of ImageJ and ImageJ2 together with Java, Java3D and plugins organized into coherent menu structure. Used to assist research in life sciences.

View all literature mentions

ClinicalTrials.gov (tool)

RRID:SCR_002309

Registry and results database of federally and privately supported clinical trials conducted in United States and around world. Provides information about purpose of trial, who may participate, locations, and phone numbers for more details. This information should be used in conjunction with advice from health care professionals.Offers information for locating federally and privately supported clinical trials for wide range of diseases and conditions. Research study in human volunteers to answer specific health questions. Interventional trials determine whether experimental treatments or new ways of using known therapies are safe and effective under controlled environments. Observational trials address health issues in large groups of people or populations in natural settings. ClinicalTrials.gov contains trials sponsored by National Institutes of Health, other federal agencies, and private industry. Studies listed in database are conducted in all 50 States and in 178 countries.

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GenBank (tool)

RRID:SCR_002760

NIH genetic sequence database that provides annotated collection of all publicly available DNA sequences for almost 280 000 formally described species (Jan 2014) .These sequences are obtained primarily through submissions from individual laboratories and batch submissions from large-scale sequencing projects, including whole-genome shotgun (WGS) and environmental sampling projects. Most submissions are made using web-based BankIt or standalone Sequin programs, and GenBank staff assigns accession numbers upon data receipt. It is part of International Nucleotide Sequence Database Collaboration and daily data exchange with European Nucleotide Archive (ENA) and DNA Data Bank of Japan (DDBJ) ensures worldwide coverage. GenBank is accessible through NCBI Entrez retrieval system, which integrates data from major DNA and protein sequence databases along with taxonomy, genome, mapping, protein structure and domain information, and biomedical journal literature via PubMed. BLAST provides sequence similarity searches of GenBank and other sequence databases. Complete bimonthly releases and daily updates of GenBank database are available by FTP.

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ArrayExpress (tool)

RRID:SCR_002964

International functional genomics data collection generated from microarray or next-generation sequencing (NGS) platforms. Repository of functional genomics data supporting publications. Provides genes expression data for reuse to the research community where they can be queried and downloaded. Integrated with the Gene Expression Atlas and the sequence databases at the European Bioinformatics Institute. Contains a subset of curated and re-annotated Archive data which can be queried for individual gene expression under different biological conditions across experiments. Data collected to MIAME and MINSEQE standards. Data are submitted by users or are imported directly from the NCBI Gene Expression Omnibus.

View all literature mentions

RefSeq (tool)

RRID:SCR_003496

Collection of curated, non-redundant genomic DNA, transcript RNA, and protein sequences produced by NCBI. Provides a reference for genome annotation, gene identification and characterization, mutation and polymorphism analysis, expression studies, and comparative analyses. Accessed through the Nucleotide and Protein databases.

View all literature mentions

ProteomeXchange (tool)

RRID:SCR_004055

A data repository for proteomic data sets. The ProteomeExchange consortium, as a whole, aims to provide a coordinated submission of MS proteomics data to the main existing proteomics repositories, as well as to encourage optimal data dissemination. ProteomeXchange provides access to a number of public databases, and users can access and submit data sets to the consortium's PRIDE database and PASSEL/PeptideAtlas.

View all literature mentions

Promega (tool)

RRID:SCR_006724

An Antibody supplier

View all literature mentions

QIAGEN (tool)

RRID:SCR_008539

A commercial organization which provides assay technologies to isolate DNA, RNA, and proteins from any biological sample. Assay technologies are then used to make specific target biomolecules, such as the DNA of a specific virus, visible for subsequent analysis.

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Millipore (tool)

RRID:SCR_008983

An Antibody supplier

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Miltenyi Biotec (tool)

RRID:SCR_008984

An Organization portal, Antibody supplier, Service resource,

View all literature mentions

CoMet (tool)

RRID:SCR_011925

A web-server for fast comparative functional profiling of metagenomes.

View all literature mentions

ProteoWizard (tool)

RRID:SCR_012056

Software that enables rapid tool creation by providing a robust, pluggable development framework that simplifies and unifies data file access, and performs standard proteomics and LCMS dataset computations.

View all literature mentions

Abcam (tool)

RRID:SCR_012931

A commercial antibody supplier which supplies primary and secondary antibodies, biochemicals, proteins, peptides, lysates, immunoassays and other kits.

View all literature mentions

New England Biolabs (tool)

RRID:SCR_013517

An Antibody supplier

View all literature mentions

Agilent Technologies (tool)

RRID:SCR_013575

Company provides laboratories worldwide with analytical instruments and supplies, clinical and diagnostic testing services, consumables, applications and expertise in life sciences and applied chemical markets.

View all literature mentions

Mass spectrometry Interactive Virtual Environment (MassIVE) (tool)

RRID:SCR_013665

Mass spectrometry Interactive Virtual Environment (MassIVE) is a community resource developed by the NIH-funded Center for Computational Mass Spectrometry to promote the global, free exchange of mass spectrometry data. Data repository for proteomics data.

View all literature mentions

Phaser (tool)

RRID:SCR_014219

Crystallographic software which solves structures using algorithms and automated rapid search calculations to perform molecular replacement and experimental phasing methods.

View all literature mentions

Thermo Xcalibur (tool)

RRID:SCR_014593

A software which acquires and processes data sets, primarily through the Xcalibur system.

View all literature mentions

ATSAS (tool)

RRID:SCR_015648

Software toolkit for small-angle scattering data analysis from biological macromolecules.

View all literature mentions

AIMLESS (tool)

RRID:SCR_015747

Data processing software for x-ray diffraction data. AIMLESS scales together multiple observations of reflections, and merges multiple observations into an average intensity.

View all literature mentions

Agilent MassHunter WorkStation - Qualitative Analysis for GC/MS (tool)

RRID:SCR_016657

Software tools for compound-centric data mining and navigation. Used to identify compounds in overlapping and co-eluting peaks with feature extraction and correlation algorithms for chromatographic separation. Used for separating true signals from noise.

View all literature mentions

HEK293 (tool)

RRID:CVCL_0045

Cell line HEK293 is a Transformed cell line with a species of origin Homo sapiens (Human)

View all literature mentions

Flp-In-T-REx-293 (tool)

RRID:CVCL_U427

Cell line Flp-In-T-REx-293 is a Transformed cell line with a species of origin Homo sapiens (Human)

View all literature mentions

U2OS (tool)

RRID:CVCL_0042

Cell line U2OS is a Cancer cell line with a species of origin Homo sapiens (Human)

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HeLa (tool)

RRID:CVCL_0030

Cell line HeLa is a Cancer cell line with a species of origin Homo sapiens

View all literature mentions

K-562 (tool)

RRID:CVCL_0004

Cell line K-562 is a Cancer cell line with a species of origin Homo sapiens (Human)

View all literature mentions

U2OS (tool)

RRID:CVCL_0042

Cell line U2OS is a Cancer cell line with a species of origin Homo sapiens (Human)

View all literature mentions

GFP-avictoria (antibody)

RRID:AB_303395

This polyclonal targets GFP

View all literature mentions

c-Myc (D84C12) XP Rabbit mAb (antibody)

RRID:AB_1903938

This monoclonal targets c-Myc (D84C12) XP Rabbit mAb

View all literature mentions

BRD2 Antibody (antibody)

RRID:AB_2034829

This unknown targets BRD2

View all literature mentions

CDK9 (C12F7) (antibody)

RRID:AB_2291505

This monoclonal targets CDK9

View all literature mentions

Rad50 Antibody (antibody)

RRID:AB_2176936

This polyclonal targets Rad50

View all literature mentions

BRD9 Antibody (antibody)

RRID:AB_11218396

This unknown targets BRD9

View all literature mentions

Anti-TCOF1 (antibody)

RRID:AB_10670660

This unknown targets TCOF1

View all literature mentions

Anti-Histone H4, pan, clone 62-141-13 (antibody)

RRID:AB_390138

This monoclonal targets Histone H4 pan clone 62-141-13

View all literature mentions

tubulin beta (antibody)

RRID:AB_528499

This unknown targets

View all literature mentions

H3-celegans (antibody)

RRID:AB_302613

This polyclonal targets H3

View all literature mentions

Anti-BRD2 antibody produced in rabbit (antibody)

RRID:AB_10794766

This polyclonal targets BRD2 antibody produced in rabbit

View all literature mentions

HSP 90alpha/beta (F-8) (antibody)

RRID:AB_675659

This monoclonal targets HSP90AA1, HSP90AB1, HSP90B1

View all literature mentions

BRD3 antibody [2088C3a] (antibody)

RRID:AB_868478

This monoclonal targets BRD3 antibody [2088C3a]

View all literature mentions

BAF155 (H-76) (antibody)

RRID:AB_2191997

This polyclonal targets BAF155 (H-76)

View all literature mentions

WEBLOGO (service resource)

RRID:SCR_010236

Web application to generate sequence logos, graphical representations of patterns within multiple sequence alignment. Designed to make generation of sequence logos easy. Sequence logo generator.

View all literature mentions

Refmac (software resource)

RRID:SCR_014225

A molecular refinement program with two main modes: REVIEW, which checks and updates the input model to establish that the geometric restraints can be properly set up, and REFINE mode, which is the standard mode and documented in keywords. In REVIEW users can: check model coordinates and write an extended output set of coordinates, find disulphide bonds and other covalent links, cis-peptides, output the sequence and REMARK records. In REFINEMENT mode users can carry out rigid body, tls, restrained or unrestrained refinement against Xray data, or idealisation of a macromolecular structure. Also in REFINEMENT mode, Refmac produces an MTZ output file containing weighted coefficients for SigmaA weighted mFo-DFcalc and 2mFo-DFcalc maps. The program is supported by CCP4.

View all literature mentions

MolProbity (web application)

RRID:SCR_014226

A structure-validation web application which provides an expert-system consultation about the accuracy of a macromolecular structure model, diagnosing local problems and enabling their correction. MolProbity works best as an active validation tool (used as soon as a model is available and during each rebuild/refine loop) and when used for protein and RNA crystal structures, but it may also work well for DNA, ligands and NMR ensembles. It produces coordinates, graphics, and numerical evaluations that integrate with either manual or automated use in systems such as PHENIX, KiNG, or Coot.

View all literature mentions

Cytoscape (software resource)

RRID:SCR_003032

Software platform for complex network analysis and visualization. Used for visualization of molecular interaction networks and biological pathways and integrating these networks with annotations, gene expression profiles and other state data.

View all literature mentions

g:Profiler (software resource)

RRID:SCR_006809

Web server for functional enrichment analysis and conversions of gene lists. Web based tool for functional profiling of gene lists from large scale experiments. Has web interface with powerful visualization. Used for analyzing data from any organism.

View all literature mentions

Coot (software resource)

RRID:SCR_014222

Software for macromolecular model building, model completion and validation, and protein modelling using X-ray data. Coot displays maps and models and allows model manipulations such as idealization, rigid-body fitting, ligand search, Ramachandran plots, non-crystallographic symmetry and more. Source code is available.

View all literature mentions

Mascot (software resource)

RRID:SCR_014322

A software package and server used to identify and characterize proteins from primary sequence databases using mass spectrometry data. Mascot integrates peptide mass fingerprinting, sequence querying, and MS/MS ion searching in order to search for proteins in databases like SwissProt, NCBInr, EMBL EST divisions, contaminants, and cRAP. If a license is purchased, users may: search data sets that exceed the 1200 spectrum limit of the free version; set up automated, high throughput work; add and edit proteins and quantification methods; and search a preferred collection of sequence databases. The software package works with instruments from AB Sciex, Agilent, Bruker, Jeol, Shimadzu, Thermo Scientific, and Waters.

View all literature mentions

CCP4 (software resource)

RRID:SCR_007255

Portal for Macromolecular X-Ray Crystallography to produce and support an integrated suite of programs that allows researchers to determine macromolecular structures by X-ray crystallography, and other biophysical techniques. Used in the education and training of scientists in experimental structural biology for determination and analysis of protein structure.

View all literature mentions

UniProt (data or information resource)

RRID:SCR_002380

Collection of data of protein sequence and functional information. Resource for protein sequence and annotation data. Consortium for preservation of the UniProt databases: UniProt Knowledgebase (UniProtKB), UniProt Reference Clusters (UniRef), and UniProt Archive (UniParc), UniProt Proteomes. Collaboration between European Bioinformatics Institute (EMBL-EBI), SIB Swiss Institute of Bioinformatics and Protein Information Resource. Swiss-Prot is a curated subset of UniProtKB.

View all literature mentions

XDS Program Package (software resource)

RRID:SCR_015652

Software for x-ray detection and processing single-crystal monochromatic diffraction data recorded by the rotation method. XDS can process data images from CCD-, imaging-plate-, multiwire-, and pixel-detectors in a variety of formats.

View all literature mentions

PyMOL (software resource)

RRID:SCR_000305

A user-sponsored molecular visualization software system on an open-source foundation. The software has the capabilities to view, render, animate, export, present and develop three dimensional molecular structures.

View all literature mentions

PhosphoSitePlus: Protein Modification Site (data or information resource)

RRID:SCR_001837

A freely accessible on-line systems biology resource devoted to all aspects of protein modification, as well as other post-translational modifications. It provides valuable and unique tools for both cell biologists and mass spectroscopists. PhosphoSite is a human- and mouse-centric database. It includes features such as: viewing the locations of modified residues on molecular models; browsing and searching MS2 records by disease, tissue, and cell line; submitting lists of peptides to identify previously reported genes; searching by sub-cellular localization, treatment, tissues, cell types, cell lines and diseases, and protein types and protein domains; searching for experimentally-verified kinase substrates and viewing preferred substrate motifs; and viewing MS2 spectra for peptides and sites not previously published.

View all literature mentions

R Project for Statistical Computing (software resource)

RRID:SCR_001905

Software environment and programming language for statistical computing and graphics. R is integrated suite of software facilities for data manipulation, calculation and graphical display. Can be extended via packages. Some packages are supplied with the R distribution and more are available through CRAN family.It compiles and runs on wide variety of UNIX platforms, Windows and MacOS.

View all literature mentions

Biological General Repository for Interaction Datasets (BioGRID) (data or information resource)

RRID:SCR_007393

Curated protein-protein and genetic interaction repository of raw protein and genetic interactions from major model organism species, with data compiled through comprehensive curation efforts.

View all literature mentions

seqMINER (software resource)

RRID:SCR_013020

Software for a genome wide mapping data interpretation platform for NGS (ChIPSeq).

View all literature mentions

ExPASy Bioinformatics Resource Portal (data or information resource)

RRID:SCR_012880

Portal which provides access to scientific databases and software tools (i.e., resources) in different areas of life sciences including proteomics, genomics, phylogeny, systems biology, population genetics, transcriptomics etc. It contains resources from many different SIB groups as well as external institutions.

View all literature mentions

BWA (software resource)

RRID:SCR_010910

Software for aligning sequencing reads against large reference genome. Consists of three algorithms: BWA-backtrack, BWA-SW and BWA-MEM. First for sequence reads up to 100bp, and other two for longer sequences ranged from 70bp to 1Mbp.

View all literature mentions

Trimmomatic (data processing software)

RRID:SCR_011848

Software Java pipeline for trimming tasks for Illumina paired end and single ended data. Flexible Trimmer for Illumina Sequence Data. Pair aware preprocessing tool optimized for Illumina next generation sequencing data. Includes several processing steps for read trimming and filtering. Operating systems Unix/Linux, Mac OS, Windows.

View all literature mentions

Bowtie (software resource)

RRID:SCR_005476

Software ultrafast memory efficient tool for aligning sequencing reads. Bowtie is short read aligner.

View all literature mentions

Deeptools (software resource)

RRID:SCR_016366

Python based tools to process, visualize and analyse high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq. Implemented within Galaxy framework. Used to perform complete bioinformatic workflows ranging from quality controls and normalizations of aligned reads to integrative analyses, including clustering and visualization approaches.

View all literature mentions

ngs.plot (software resource)

RRID:SCR_011795

A software program that allows you to easily visualize your next-generation sequencing (NGS) samples at functional genomic regions.

View all literature mentions

Sednterp (software resource)

RRID:SCR_016253

Software for the interpretation of sedimentation equilibrium and sedimentation velocity experiments. Sednterp is useful both for computing molecular structural estimates from experimental data and for interpolating physical parameters of common buffers used in sedimentation experiments.

View all literature mentions

Origin (software resource)

RRID:SCR_014212

Software application for data analysis and graphing. Origin contains a variety of different graph types, including statistical plots, 2D and 3D vector graphs, and counter graphs. More advance version is OriginPro which offers advanced analysis tools and Apps for Peak Fitting, Surface Fitting, Statistics and Signal Processing.

View all literature mentions

ImageJ (software resource)

RRID:SCR_003070

Open source Java based image processing software program designed for scientific multidimensional images. ImageJ has been transformed to ImageJ2 application to improve data engine to be sufficient to analyze modern datasets.

View all literature mentions

Anti-TCOF1 (antibody)

RRID:AB_10670660

This unknown targets TCOF1

View all literature mentions

HSP 90alpha/beta (F-8) (antibody)

RRID:AB_675659

This monoclonal targets HSP90AA1, HSP90AB1, HSP90B1

View all literature mentions

BWA (software resource)

RRID:SCR_010910

Software for aligning sequencing reads against large reference genome. Consists of three algorithms: BWA-backtrack, BWA-SW and BWA-MEM. First for sequence reads up to 100bp, and other two for longer sequences ranged from 70bp to 1Mbp.

View all literature mentions

ExPASy Bioinformatics Resource Portal (data or information resource)

RRID:SCR_012880

Portal which provides access to scientific databases and software tools (i.e., resources) in different areas of life sciences including proteomics, genomics, phylogeny, systems biology, population genetics, transcriptomics etc. It contains resources from many different SIB groups as well as external institutions.

View all literature mentions

tubulin beta (antibody)

RRID:AB_528499

This unknown targets

View all literature mentions

c-Myc (D84C12) XP Rabbit mAb (antibody)

RRID:AB_1903938

This monoclonal targets c-Myc (D84C12) XP Rabbit mAb

View all literature mentions

Anti-BRD2 antibody produced in rabbit (antibody)

RRID:AB_10794766

This polyclonal targets BRD2 antibody produced in rabbit

View all literature mentions

BRD2 Antibody (antibody)

RRID:AB_2034829

This unknown targets BRD2

View all literature mentions

Deeptools (software resource)

RRID:SCR_016366

Python based tools to process, visualize and analyse high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq. Implemented within Galaxy framework. Used to perform complete bioinformatic workflows ranging from quality controls and normalizations of aligned reads to integrative analyses, including clustering and visualization approaches.

View all literature mentions

Bowtie 2 (software resource)

RRID:SCR_016368

Ultrafast and memory efficient tool for aligning sequencing reads to long reference sequences. Supports gapped, local, and paired end alignment modes. More suited to finding longer, gapped alignments in comparison with original Bowtie method.

View all literature mentions

BRD9 Antibody (antibody)

RRID:AB_11218396

This unknown targets BRD9

View all literature mentions

Trimmomatic (data processing software)

RRID:SCR_011848

Software Java pipeline for trimming tasks for Illumina paired end and single ended data. Flexible Trimmer for Illumina Sequence Data. Pair aware preprocessing tool optimized for Illumina next generation sequencing data. Includes several processing steps for read trimming and filtering. Operating systems Unix/Linux, Mac OS, Windows.

View all literature mentions

seqMINER (software resource)

RRID:SCR_013020

Software for a genome wide mapping data interpretation platform for NGS (ChIPSeq).

View all literature mentions

Sednterp (software resource)

RRID:SCR_016253

Software for the interpretation of sedimentation equilibrium and sedimentation velocity experiments. Sednterp is useful both for computing molecular structural estimates from experimental data and for interpolating physical parameters of common buffers used in sedimentation experiments.

View all literature mentions

ngs.plot (software resource)

RRID:SCR_011795

A software program that allows you to easily visualize your next-generation sequencing (NGS) samples at functional genomic regions.

View all literature mentions

ImageJ (software resource)

RRID:SCR_003070

Open source Java based image processing software program designed for scientific multidimensional images. ImageJ has been transformed to ImageJ2 application to improve data engine to be sufficient to analyze modern datasets.

View all literature mentions

Origin (software resource)

RRID:SCR_014212

Software application for data analysis and graphing. Origin contains a variety of different graph types, including statistical plots, 2D and 3D vector graphs, and counter graphs. More advance version is OriginPro which offers advanced analysis tools and Apps for Peak Fitting, Surface Fitting, Statistics and Signal Processing.

View all literature mentions

Cytoscape (software resource)

RRID:SCR_003032

Software platform for complex network analysis and visualization. Used for visualization of molecular interaction networks and biological pathways and integrating these networks with annotations, gene expression profiles and other state data.

View all literature mentions

WEBLOGO (service resource)

RRID:SCR_010236

Web application to generate sequence logos, graphical representations of patterns within multiple sequence alignment. Designed to make generation of sequence logos easy. Sequence logo generator.

View all literature mentions

UniProt (data or information resource)

RRID:SCR_002380

Collection of data of protein sequence and functional information. Resource for protein sequence and annotation data. Consortium for preservation of the UniProt databases: UniProt Knowledgebase (UniProtKB), UniProt Reference Clusters (UniRef), and UniProt Archive (UniParc), UniProt Proteomes. Collaboration between European Bioinformatics Institute (EMBL-EBI), SIB Swiss Institute of Bioinformatics and Protein Information Resource. Swiss-Prot is a curated subset of UniProtKB.

View all literature mentions

Mascot (software resource)

RRID:SCR_014322

A software package and server used to identify and characterize proteins from primary sequence databases using mass spectrometry data. Mascot integrates peptide mass fingerprinting, sequence querying, and MS/MS ion searching in order to search for proteins in databases like SwissProt, NCBInr, EMBL EST divisions, contaminants, and cRAP. If a license is purchased, users may: search data sets that exceed the 1200 spectrum limit of the free version; set up automated, high throughput work; add and edit proteins and quantification methods; and search a preferred collection of sequence databases. The software package works with instruments from AB Sciex, Agilent, Bruker, Jeol, Shimadzu, Thermo Scientific, and Waters.

View all literature mentions

g:Profiler (software resource)

RRID:SCR_006809

Web server for functional enrichment analysis and conversions of gene lists. Web based tool for functional profiling of gene lists from large scale experiments. Has web interface with powerful visualization. Used for analyzing data from any organism.

View all literature mentions

PhosphoSitePlus: Protein Modification Site (data or information resource)

RRID:SCR_001837

A freely accessible on-line systems biology resource devoted to all aspects of protein modification, as well as other post-translational modifications. It provides valuable and unique tools for both cell biologists and mass spectroscopists. PhosphoSite is a human- and mouse-centric database. It includes features such as: viewing the locations of modified residues on molecular models; browsing and searching MS2 records by disease, tissue, and cell line; submitting lists of peptides to identify previously reported genes; searching by sub-cellular localization, treatment, tissues, cell types, cell lines and diseases, and protein types and protein domains; searching for experimentally-verified kinase substrates and viewing preferred substrate motifs; and viewing MS2 spectra for peptides and sites not previously published.

View all literature mentions

Biological General Repository for Interaction Datasets (BioGRID) (data or information resource)

RRID:SCR_007393

Curated protein-protein and genetic interaction repository of raw protein and genetic interactions from major model organism species, with data compiled through comprehensive curation efforts.

View all literature mentions

CDK9 (C12F7) (antibody)

RRID:AB_2291505

This monoclonal targets CDK9

View all literature mentions

Anti-Histone H4, pan, clone 62-141-13 (antibody)

RRID:AB_390138

This monoclonal targets Histone H4 pan clone 62-141-13

View all literature mentions

Rad50 Antibody (antibody)

RRID:AB_2176936

This polyclonal targets Rad50

View all literature mentions

H3-celegans (antibody)

RRID:AB_302613

This polyclonal targets H3

View all literature mentions

c-Myc (D84C12) XP Rabbit mAb (antibody)

RRID:AB_1903938

This monoclonal targets c-Myc (D84C12) XP Rabbit mAb

View all literature mentions

HSP 90alpha/beta (F-8) (antibody)

RRID:AB_675659

This monoclonal targets HSP90AA1, HSP90AB1, HSP90B1

View all literature mentions

tubulin beta (antibody)

RRID:AB_528499

This unknown targets

View all literature mentions

Anti-TCOF1 (antibody)

RRID:AB_10670660

This unknown targets TCOF1

View all literature mentions

BRD9 Antibody (antibody)

RRID:AB_11218396

This unknown targets BRD9

View all literature mentions

BRD2 Antibody (antibody)

RRID:AB_2034829

This unknown targets BRD2

View all literature mentions

BRD3 antibody [2088C3a] (antibody)

RRID:AB_868478

This monoclonal targets BRD3 antibody [2088C3a]

View all literature mentions

Anti-BRD2 antibody produced in rabbit (antibody)

RRID:AB_10794766

This polyclonal targets BRD2 antibody produced in rabbit

View all literature mentions

GFP-avictoria (antibody)

RRID:AB_303395

This polyclonal targets GFP

View all literature mentions

MolProbity (web application)

RRID:SCR_014226

A structure-validation web application which provides an expert-system consultation about the accuracy of a macromolecular structure model, diagnosing local problems and enabling their correction. MolProbity works best as an active validation tool (used as soon as a model is available and during each rebuild/refine loop) and when used for protein and RNA crystal structures, but it may also work well for DNA, ligands and NMR ensembles. It produces coordinates, graphics, and numerical evaluations that integrate with either manual or automated use in systems such as PHENIX, KiNG, or Coot.

View all literature mentions

Refmac (software resource)

RRID:SCR_014225

A molecular refinement program with two main modes: REVIEW, which checks and updates the input model to establish that the geometric restraints can be properly set up, and REFINE mode, which is the standard mode and documented in keywords. In REVIEW users can: check model coordinates and write an extended output set of coordinates, find disulphide bonds and other covalent links, cis-peptides, output the sequence and REMARK records. In REFINEMENT mode users can carry out rigid body, tls, restrained or unrestrained refinement against Xray data, or idealisation of a macromolecular structure. Also in REFINEMENT mode, Refmac produces an MTZ output file containing weighted coefficients for SigmaA weighted mFo-DFcalc and 2mFo-DFcalc maps. The program is supported by CCP4.

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XDS Program Package (software resource)

RRID:SCR_015652

Software for x-ray detection and processing single-crystal monochromatic diffraction data recorded by the rotation method. XDS can process data images from CCD-, imaging-plate-, multiwire-, and pixel-detectors in a variety of formats.

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CCP4 (software resource)

RRID:SCR_007255

Portal for Macromolecular X-Ray Crystallography to produce and support an integrated suite of programs that allows researchers to determine macromolecular structures by X-ray crystallography, and other biophysical techniques. Used in the education and training of scientists in experimental structural biology for determination and analysis of protein structure.

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Coot (software resource)

RRID:SCR_014222

Software for macromolecular model building, model completion and validation, and protein modelling using X-ray data. Coot displays maps and models and allows model manipulations such as idealization, rigid-body fitting, ligand search, Ramachandran plots, non-crystallographic symmetry and more. Source code is available.

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PyMOL (software resource)

RRID:SCR_000305

A user-sponsored molecular visualization software system on an open-source foundation. The software has the capabilities to view, render, animate, export, present and develop three dimensional molecular structures.

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R Project for Statistical Computing (software resource)

RRID:SCR_001905

Software environment and programming language for statistical computing and graphics. R is integrated suite of software facilities for data manipulation, calculation and graphical display. Can be extended via packages. Some packages are supplied with the R distribution and more are available through CRAN family.It compiles and runs on wide variety of UNIX platforms, Windows and MacOS.

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MolProbity (web application)

RRID:SCR_014226

A structure-validation web application which provides an expert-system consultation about the accuracy of a macromolecular structure model, diagnosing local problems and enabling their correction. MolProbity works best as an active validation tool (used as soon as a model is available and during each rebuild/refine loop) and when used for protein and RNA crystal structures, but it may also work well for DNA, ligands and NMR ensembles. It produces coordinates, graphics, and numerical evaluations that integrate with either manual or automated use in systems such as PHENIX, KiNG, or Coot.

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Coot (software resource)

RRID:SCR_014222

Software for macromolecular model building, model completion and validation, and protein modelling using X-ray data. Coot displays maps and models and allows model manipulations such as idealization, rigid-body fitting, ligand search, Ramachandran plots, non-crystallographic symmetry and more. Source code is available.

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Refmac (software resource)

RRID:SCR_014225

A molecular refinement program with two main modes: REVIEW, which checks and updates the input model to establish that the geometric restraints can be properly set up, and REFINE mode, which is the standard mode and documented in keywords. In REVIEW users can: check model coordinates and write an extended output set of coordinates, find disulphide bonds and other covalent links, cis-peptides, output the sequence and REMARK records. In REFINEMENT mode users can carry out rigid body, tls, restrained or unrestrained refinement against Xray data, or idealisation of a macromolecular structure. Also in REFINEMENT mode, Refmac produces an MTZ output file containing weighted coefficients for SigmaA weighted mFo-DFcalc and 2mFo-DFcalc maps. The program is supported by CCP4.

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CCP4 (software resource)

RRID:SCR_007255

Portal for Macromolecular X-Ray Crystallography to produce and support an integrated suite of programs that allows researchers to determine macromolecular structures by X-ray crystallography, and other biophysical techniques. Used in the education and training of scientists in experimental structural biology for determination and analysis of protein structure.

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GFP-avictoria (antibody)

RRID:AB_303395

This polyclonal targets GFP

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PyMOL (software resource)

RRID:SCR_000305

A user-sponsored molecular visualization software system on an open-source foundation. The software has the capabilities to view, render, animate, export, present and develop three dimensional molecular structures.

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ExPASy Bioinformatics Resource Portal (data or information resource)

RRID:SCR_012880

Portal which provides access to scientific databases and software tools (i.e., resources) in different areas of life sciences including proteomics, genomics, phylogeny, systems biology, population genetics, transcriptomics etc. It contains resources from many different SIB groups as well as external institutions.

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R Project for Statistical Computing (software resource)

RRID:SCR_001905

Software environment and programming language for statistical computing and graphics. R is integrated suite of software facilities for data manipulation, calculation and graphical display. Can be extended via packages. Some packages are supplied with the R distribution and more are available through CRAN family.It compiles and runs on wide variety of UNIX platforms, Windows and MacOS.

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BWA (software resource)

RRID:SCR_010910

Software for aligning sequencing reads against large reference genome. Consists of three algorithms: BWA-backtrack, BWA-SW and BWA-MEM. First for sequence reads up to 100bp, and other two for longer sequences ranged from 70bp to 1Mbp.

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XDS Program Package (software resource)

RRID:SCR_015652

Software for x-ray detection and processing single-crystal monochromatic diffraction data recorded by the rotation method. XDS can process data images from CCD-, imaging-plate-, multiwire-, and pixel-detectors in a variety of formats.

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Trimmomatic (data processing software)

RRID:SCR_011848

Software Java pipeline for trimming tasks for Illumina paired end and single ended data. Flexible Trimmer for Illumina Sequence Data. Pair aware preprocessing tool optimized for Illumina next generation sequencing data. Includes several processing steps for read trimming and filtering. Operating systems Unix/Linux, Mac OS, Windows.

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seqMINER (software resource)

RRID:SCR_013020

Software for a genome wide mapping data interpretation platform for NGS (ChIPSeq).

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Bowtie 2 (software resource)

RRID:SCR_016368

Ultrafast and memory efficient tool for aligning sequencing reads to long reference sequences. Supports gapped, local, and paired end alignment modes. More suited to finding longer, gapped alignments in comparison with original Bowtie method.

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ngs.plot (software resource)

RRID:SCR_011795

A software program that allows you to easily visualize your next-generation sequencing (NGS) samples at functional genomic regions.

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Deeptools (software resource)

RRID:SCR_016366

Python based tools to process, visualize and analyse high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq. Implemented within Galaxy framework. Used to perform complete bioinformatic workflows ranging from quality controls and normalizations of aligned reads to integrative analyses, including clustering and visualization approaches.

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Sednterp (software resource)

RRID:SCR_016253

Software for the interpretation of sedimentation equilibrium and sedimentation velocity experiments. Sednterp is useful both for computing molecular structural estimates from experimental data and for interpolating physical parameters of common buffers used in sedimentation experiments.

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ImageJ (software resource)

RRID:SCR_003070

Open source Java based image processing software program designed for scientific multidimensional images. ImageJ has been transformed to ImageJ2 application to improve data engine to be sufficient to analyze modern datasets.

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WEBLOGO (service resource)

RRID:SCR_010236

Web application to generate sequence logos, graphical representations of patterns within multiple sequence alignment. Designed to make generation of sequence logos easy. Sequence logo generator.

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Cytoscape (software resource)

RRID:SCR_003032

Software platform for complex network analysis and visualization. Used for visualization of molecular interaction networks and biological pathways and integrating these networks with annotations, gene expression profiles and other state data.

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Origin (software resource)

RRID:SCR_014212

Software application for data analysis and graphing. Origin contains a variety of different graph types, including statistical plots, 2D and 3D vector graphs, and counter graphs. More advance version is OriginPro which offers advanced analysis tools and Apps for Peak Fitting, Surface Fitting, Statistics and Signal Processing.

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PhosphoSitePlus: Protein Modification Site (data or information resource)

RRID:SCR_001837

A freely accessible on-line systems biology resource devoted to all aspects of protein modification, as well as other post-translational modifications. It provides valuable and unique tools for both cell biologists and mass spectroscopists. PhosphoSite is a human- and mouse-centric database. It includes features such as: viewing the locations of modified residues on molecular models; browsing and searching MS2 records by disease, tissue, and cell line; submitting lists of peptides to identify previously reported genes; searching by sub-cellular localization, treatment, tissues, cell types, cell lines and diseases, and protein types and protein domains; searching for experimentally-verified kinase substrates and viewing preferred substrate motifs; and viewing MS2 spectra for peptides and sites not previously published.

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Mascot (software resource)

RRID:SCR_014322

A software package and server used to identify and characterize proteins from primary sequence databases using mass spectrometry data. Mascot integrates peptide mass fingerprinting, sequence querying, and MS/MS ion searching in order to search for proteins in databases like SwissProt, NCBInr, EMBL EST divisions, contaminants, and cRAP. If a license is purchased, users may: search data sets that exceed the 1200 spectrum limit of the free version; set up automated, high throughput work; add and edit proteins and quantification methods; and search a preferred collection of sequence databases. The software package works with instruments from AB Sciex, Agilent, Bruker, Jeol, Shimadzu, Thermo Scientific, and Waters.

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Biological General Repository for Interaction Datasets (BioGRID) (data or information resource)

RRID:SCR_007393

Curated protein-protein and genetic interaction repository of raw protein and genetic interactions from major model organism species, with data compiled through comprehensive curation efforts.

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UniProt (data or information resource)

RRID:SCR_002380

Collection of data of protein sequence and functional information. Resource for protein sequence and annotation data. Consortium for preservation of the UniProt databases: UniProt Knowledgebase (UniProtKB), UniProt Reference Clusters (UniRef), and UniProt Archive (UniParc), UniProt Proteomes. Collaboration between European Bioinformatics Institute (EMBL-EBI), SIB Swiss Institute of Bioinformatics and Protein Information Resource. Swiss-Prot is a curated subset of UniProtKB.

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g:Profiler (software resource)

RRID:SCR_006809

Web server for functional enrichment analysis and conversions of gene lists. Web based tool for functional profiling of gene lists from large scale experiments. Has web interface with powerful visualization. Used for analyzing data from any organism.

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CDK9 (C12F7) (antibody)

RRID:AB_2291505

This monoclonal targets CDK9

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Anti-Histone H4, pan, clone 62-141-13 (antibody)

RRID:AB_390138

This monoclonal targets Histone H4 pan clone 62-141-13

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H3-celegans (antibody)

RRID:AB_302613

This polyclonal targets H3

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Rad50 Antibody (antibody)

RRID:AB_2176936

This polyclonal targets Rad50

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BAF155 (H-76) (antibody)

RRID:AB_2191997

This polyclonal targets BAF155 (H-76)

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BRD3 antibody [2088C3a] (antibody)

RRID:AB_868478

This monoclonal targets BRD3 antibody [2088C3a]

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