Functional dissection of transcription factor proteins
Functional dissection of transcription factor proteins
Disciplines
Biology (80%); Computer Sciences (20%)
Keywords
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Gene Regulation,
Transcription Factors,
Transactivation Domain,
Bioinformatics,
Reporter Assay,
Peptide Motif Discovery
In all organisms, cell differentiation and survival depends on differential gene expression that is tightly regulated by an intricate interplay of specialized DNA elements and regulatory proteins. One class of regulatory proteins so called transcription factors (TFs) bind to DNA and activate the transcription of genes from DNA to RNA, typically via the recruitment of a second layer of cofactor proteins. Much is known about the TFs protein-DNA interactions, but little about their activating functions. In particular, it is generally unknown where within the full-length TF protein sequences these so-called trans-activating domains (TADs) are located and which sequence-properties are most important for TAD function. Here, we propose to identify TADs for all Drosophila TFs with a functional high-throughput assay (TAD-seq) that we will develop for this purpose. We will base TAD-seq directly on the TADs defining function, namely the activation of reporter gene transcription, and use next-generation sequencing (NGS) combined with computational analyses as a powerful readout that allows the screening of hundreds of TFs in a single experiment in parallel. We will perform TAD-seq using different reporter genes, each selected to specifically assess the regulatory functions typical of strong global activators, housekeeping activators, and combinatorial developmental regulators, different types of TFs we characterized recently, and anticipate to identify TADs for each of these TF categories. This aim will provide the first comprehensive annotation of TADs, which we will validate using standard approaches and make publicly available to the scientific community. We will further search for sequence patterns (motifs) that are repeated in the sequences of different TADs and might therefore be particularly important for TAD functionality. We anticipate that this will allow the identification of different motifs for the different TF categories, which can be further used to computationally predict TADs in additional TFs, also across different species. We will validate these predictions by experimentally changing (mutating) these motifs and test if the corresponding TADs and TFs are still functional. This project will provide the basis for a comprehensive annotation of Drosophila TFs and the computational annotation of TFs more generally, as well as the prediction of how mutations in TF sequences might alter TF functionality. Overall, our proposal will lead to novel insights into the sequence and function of TFs and our understanding of gene expression more generally, key areas of central significance especially today when the importance of gene expression during development and disease is increasingly recognized and transcriptional regulation is becoming the focus of novel therapeutic strategies.
In all organisms, cell differentiation and survival depends on differential gene expression that is tightly regulated by an intricate interplay of specialized DNA elements and regulatory proteins. One class of regulatory proteins - so called transcription factors (TFs) bind to DNA and activate the transcription of genes from DNA to RNA, typically via the recruitment of a second layer of cofactor proteins. Much is known about the TFs' protein-DNA interactions, but little about their activating functions. In particular, it is generally unknown where within the full-length TF protein sequences these so-called trans-activating domains (tADs) are located and which sequence-properties are most important for tAD function. In this project, we developed a functional high-throughput assay (tAD-seq) and identified tADs for all Drosophila TFs. tAD-seq is based directly on the tADs defining function, namely the activation of reporter gene transcription, and use next-generation sequencing (NGS) combined with computational analyses that allows the screening of hundreds of TFs in a single experiment in parallel. We provided the first comprehensive annotation of tADs, which we validated using standard approaches and made publicly available to the scientific community. We further determined sequence composition and patterns (motifs) in the sequences of different tADs and validated the functional importance of these patterns by experimentally changing (mutating) the motifs and demonstrating that the corresponding tADs lost their functionality. This project provided the basis for a comprehensive annotation of Drosophila TFs and a high-throughput method that is used by us and others. Overall, our work lead to novel insights into the sequence and function of TFs and our understanding of gene expression more generally.
Research Output
- 546 Citations
- 15 Publications
- 1 Methods & Materials
- 6 Scientific Awards
- 1 Fundings
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2024
Title Developmental and housekeeping transcriptional programs display distinct modes of enhancer-enhancer cooperativity in Drosophila DOI 10.1038/s41467-024-52921-2 Type Journal Article Author Loubiere V Journal Nature Communications Pages 8584 Link Publication -
2020
Title Insights into gene regulation: From regulatory genomic elements to DNA-protein and protein-protein interactions DOI 10.1016/j.ceb.2020.11.009 Type Journal Article Author Serebreni L Journal Current Opinion in Cell Biology Pages 58-66 -
2024
Title Proteome-scale tagging and functional screening in mammalian cells by ORFtag DOI 10.1038/s41592-024-02339-x Type Journal Article Author Nemcko F Journal Nature Methods Pages 1668-1673 Link Publication -
2024
Title A genome-wide screen identifies silencers with distinct chromatin properties and mechanisms of repression DOI 10.1016/j.molcel.2024.10.041 Type Journal Article Author Hofbauer L Journal Molecular Cell Link Publication -
2023
Title Systematic identification and characterisation of transcriptionally repressive protein domains Type PhD Thesis Author Loni Klaus -
2019
Title STARR-seq and UMI-STARR-seq: Assessing Enhancer Activities for Genome-Wide-, High-, and Low-Complexity Candidate Libraries DOI 10.1002/cpmb.105 Type Journal Article Author Neumayr C Journal Current Protocols in Molecular Biology Link Publication -
2022
Title Identification and characterization of repressive domains in Drosophila transcription factors DOI 10.1101/2022.08.26.505062 Type Preprint Author Klaus L Pages 2022.08.26.505062 Link Publication -
2022
Title Developmental and housekeeping transcriptional programs in Drosophila require distinct chromatin remodelers DOI 10.1016/j.molcel.2022.08.019 Type Journal Article Author Hendy O Journal Molecular Cell Link Publication -
2022
Title Systematic identification and characterization of repressive domains in Drosophila transcription factors DOI 10.15252/embj.2022112100 Type Journal Article Author Klaus L Journal The EMBO Journal Link Publication -
2018
Title Assessing sufficiency and necessity of enhancer activities for gene expression and the mechanisms of transcription activation DOI 10.1101/gad.310367.117 Type Journal Article Author Catarino R Journal Genes & Development Pages 202-223 Link Publication -
2023
Title Developmental and housekeeping transcriptional programs display distinct modes of enhancer-enhancer cooperativity in Drosophila DOI 10.1101/2023.10.10.561770 Type Preprint Author Loubiere V Pages 2023.10.10.561770 Link Publication -
2024
Title Systematic identification and functional characterization of transcriptional regulators Type PhD Thesis Author Filip Nemcko -
2024
Title Proteome-scale tagging and functional screening in mammalian cells by ORFtag DOI 10.1101/2024.01.16.575827 Type Preprint Author Nemcko F Pages 2024.01.16.575827 Link Publication -
2019
Title Transcriptional cofactors display specificity for distinct types of core promoters DOI 10.1038/s41586-019-1210-7 Type Journal Article Author Haberle V Journal Nature Pages 122-126 Link Publication -
2018
Title A high-throughput method to identify trans-activation domains within transcription factor sequences DOI 10.15252/embj.201798896 Type Journal Article Author Arnold C Journal The EMBO Journal Link Publication
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2018
Title tAD-seq Type Technology assay or reagent Public Access
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2021
Title Panel Member of the Independent Research Fund Denmark (DFF) Type Prestigious/honorary/advisory position to an external body Level of Recognition National (any country) -
2021
Title Member of the Academia Europaea Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International -
2020
Title Invited Talk at the Kextone Symposia on Gene Regulation Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2020
Title AKV-Scientia-Leistungspreis 2019 Type Research prize Level of Recognition Regional (any country) -
2020
Title Member of the FWF Board of Trustees Type Prestigious/honorary/advisory position to an external body Level of Recognition National (any country) -
2018
Title Invited Talk at the EMBL Conference: Transcription and Chromatin Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International
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2024
Title Uncovering promoter-type-specific transcriptional activators Type Research grant (including intramural programme) Start of Funding 2024