top of page

Research Topics

Our Focus Areas

Promoter codes of transcription regulation in development, regeneration and tumorigenesis  

The core promoter is a DNA sequence, which is required for recruitment of general transcription factors and provide the platform for Polymerase II transcription. Promoters come in many shapes and sizes and contribute to transcription regulation and serve as an integration point for diverse signals conveyed by cis regulatory elements such as enhancers. The diversity of core promoter architectures with distinct transcription initiation profiles in vertebrate genomes points at an unexplained regulatory level. Despite of decades of study, we are still unable to clearly define the DNA sequences, which determine where and how Polymerase II initiates transcription. We combine genomics approaches together with functional studies in an embryo and organoid models to understand promoter level gene regulation during vertebrate development and tumourigenesis. We have recently found how transcription initiation control can impact on how the transcribed mRNAs are processed and translated into protein. We explore the interplay between transcription control and mRNA fate control in development tumorigenesis and injury-induced regeneration. We apply bulk and single cell genomics technologies (e.g. CAGE-seq, ATAC-seq, ChIP-seq, SLAM-seq etc), targeted genetic manipulation, transgenesis and 4D imaging technologies. 

References:

  • Bernardini A, Hollinger C, Willgenss D, Müller F, Devys D, Tora L. Transcription factor IID parks and drives preinitiation complexes at sharp or broad promoters. Trends Biochem Sci. 2023 Oct;48(10):839-848. doi: 10.1016/j.tibs.2023.07.009.

  • Wragg, J., Louise White, P., Hadzhiev, Y., Wanigasooriya, K., Stodolna, A., Tee, L., Barros-Silva J., Beggs A. and Müller F. (2023) Intra-promoter switch of transcription initiation sites in proliferation signalling-dependent RNA metabolism Nat. Struct. Mol. Biol. (12):1970-1984.

  • Nepal, C., Hadzhiev, Y., Tarifeño-Saldivia, E., Carninci, P., Andersen, J.B., Peers, B., Lenhard B., and Müller F. (2020) Intertwined canonical and non-canonical initiation in dual promoters are pervasive and differentially regulate Polymerase II transcription Nat. Commun. 2020, Jan 11; 168. doi:10.1038/s41467-019-13687-0

  • Wragg JW, Roos L, Vucenovic D, Cvetesic N, Lenhard B, Müller F. (2020) Embryonic tissue differentiation is characterized by transitions in cell cycle dynamic-associated core promoter regulation. Nucleic Acids Res. Jul 3. doi: 10.1093/nar/gkaa563.

  • Haberle, V., Li, N., Hadzhiev, Y., Plessy, C., Previti, C., Nepal, C., Gehrig, J., Dong, X., Akalin, A., Suzuki, A-M., van IJcken, W., Armant, O., Ferg, M., Strähle, U., Carninci, P., Müller F.*, Lenhard B. Two independent transcription initiation codes overlap on vertebrate core promoters. Nature, 507(7492):381-5, *co-corresponding.

Cis-regulatory organisation of developmental gene regulation 

Core promoters and their interaction with cis regulatory modules such as enhancers regulate spatio-temporal dynamics of gene expression and explain not only lineage and tissue specificity but also cell to cell variation of gene expression. The aberration of transcription regulation of genes can lead to congenital and multifactorial diseases. Large-scale genomics programmes such as ENCODE and FANTOFAM resulted in prediction of previously unanticipated density of functional elements of the human genome. These predictions raise the need for understanding the regulatory grammar of cis regulatory element organisation and to validate predicted functional variation. We are use zebrafish and exploit its transparent, externally developing embryo in exploring the semantic rules of enhancer organisation of developmental regulator genes, which are highly conserved among vertebrates. We use genomics technologies to map regulatory element function and transgenic reporters for validating cis-regulatory functions of enhancer candidates associated with congenital and multifactorial diseases.  

References:

  • Phan MHQ, Zehnder T, Puntieri F, Magg A, Majchrzycka B, Antonović M, Wieler H, Lo BW, Baranasic D, Lenhard B, Müller F, Vingron M, Ibrahim DM. Conservation of regulatory elements with highly diverged sequences across large evolutionary distances. Nat Genet. 2025 Jun;57(6):1524-1534. doi: 10.1038/s41588-025-02202-5. Epub 2025 May 27.PMID: 40425826

  • Baranasic D, Hörtenhuber M, Balwierz PJ, Zehnder T, Mukarram AK, Nepal C, Várnai C, Hadzhiev Y, Jimenez-Gonzalez A, Li N, Wragg J, D'Orazio FM, Relic D,Pachkov M, Díaz N, Hernández-Rodríguez B, Chen Z, Stoiber M, Dong M, Stevens I,Ross SE, Eagle A, Martin R, Obasaju O, Rastegar S, McGarvey AC, Kopp W, Chambers E, Wang D, Kim HR, Acemel RD, Naranjo S, Łapiński M, Chong V, Mathavan S, Peers B, Sauka-Spengler T, Vingron M, Carninci P, Ohler U, Lacadie SA, Burgess SM, Winata C, van Eeden F, Vaquerizas JM, Gómez-Skarmeta JL, Onichtchouk D, Brown BJ, Bogdanovic O, van Nimwegen E, Westerfield M, Wardle FC, Daub CO, Lenhard B, Müller F. (2022) Multiomic atlas with functional stratification and developmental dynamics of zebrafish cis-regulatory elements. Nat. Genet. 54(7):1037-1050. doi: 10.1038/s41588-022-01089-w.

  • Nepal C, Hadzhiev, Y., Previti, C., Haberle V., Li, N., Takahashi, H., Suzuki, A-M. S., Sheng, Y., Abdelhamid, R.A., Anand, S., Gehrig, J., Akalin, A., Kockx, C.E.M. van der Sloot, A.A.J., van IJcken, W.F.J., Armant, O., Rastegar, S., Watson, C., Strähle, U., Stupka, E., Carninci, P., Lenhard B. and Müller F. (2013) Dynamic regulation of the transcription initiation landscape at single nucleotide resolution during vertebrate embryogenesis. Genome Res, 23(11):1938-50.

Cis-regulatory organisation of developmental gene regulation 

Transcription regulation, chromatin dynamics and nuclear organisation in early development and upon injury induced regeneration 

Animal bodies including that of humans develop from a single cell, the fertilized egg. The development of embryos from fertilized eggs starts through a dramatic changeover from the unique oocyte to a fast-dividing mass of stem cells. These stem cells form cellular lineages and eventually a variety of tissues. This differentiation process is governed by the coordinated activation of thousands of genes at the right place and time through gene regulation. When and where genes get switched on is a key determinant of normal development and is encoded in the DNA (genome). An additional layer of gene control, operates by selective and dynamic packaging of DNA into chromatin. Chromatin states and conformation are key components of transcription control and are both regulators and consequences of differentiation control. We study how the earliest genes get switched on in the embryo, how are they organised in the nuclei of embryonic cells and how epigenetic mechanisms contribute to the sequential regulation of genes during embryo development. To get insight into regulatory principles of transcription, we have developed transcription imaging tools. Our imaging approach, which we called MOVIE, allows detection of the earliest genes activated in the embryo. We monitor the transcription dynamics of the first gene expression in nuclear transcriptional compartments of the early zebrafish embryo.


References:

  • Qureshi HK, Magony A, Hadzhiev Y, Wozniak K, Sík A, Müller F. Image Segmentation Software for Nuclear Segmentation and Cell Cycle Tracking from 4D Embryo Light Sheet Data. Methods Mol Biol. 2025;2923:231-240. doi: 10.1007/978-1-0716-4522-2_14.

  • Yu C, Cvetesic N, Hisler V, Gupta K, Ye T, Gazdag E, Negroni L, Hajkova P, Berger I, Lenhard B, Müller F, Vincent SD, Tora L. TBPL2/TFIIA complex establishes the maternal transcriptome through oocyte-specific promoter usage. Nat Commun. 2020 Dec 22;11(1):6439. doi: 10.1038/s41467-020-20239-4.

  • Hadzhiev Y, Wheatley L, Cooper L, Ansaloni F, Whalley C, Chen Z, Finaurini S, Gustincich S, Sanges R, Burgess S, Beggs A, Müller F. (2023) The miR-430 locus with extreme promoter density forms a transcription body during the minor wave of zygotic genome activation. Dev. Cell, Jan 23;58(2):155-170.e8.

  • D'Orazio FM, Balwierz PJ, González AJ, Guo Y, Hernández-Rodríguez B, Wheatley L, Jasiulewicz A, Hadzhiev Y, Vaquerizas JM, Cairns B, Lenhard B, Müller F. Germ cell differentiation requires Tdrd7-dependent chromatin and transcriptome reprogramming marked by germ plasm relocalization. (2021) Dev. Cell. 56(5):641-656.e5. doi: 10.1016/j.devcel.2021.02.007.

  • Hadzhiev, Y., Qureshi, H., Wheatley, L., Cooper, L. Jasiulewicz, A., Wragg, J., Nguyen, H., Poovathumkadavil, D., Conic, S., Bajan, S., Sik, A., Hutvagner, G., Tora, L., Gambus, A., Fossey J., and Müller F. (2019) A cell cycle-coordinated nuclear compartment for Polymerase II transcription encompasses the earliest gene expression before global genome activation Nat. Commun. 2019 Feb 11;10(1):691. doi: 10.1038/s41467-019-08487-5.

Biomedical application of the zebrafish model 

Cancer is a highly heterogeneous set of diseases, even between those classified as the same cancer type. This is particularly true in their responses to therapeutics. There is therefore an urgent need to identify patients that will respond best to different therapeutic options. Work in our lab has identified a novel molecular profile, associated with the way in which transcription starts, which is predictive of tumour response to radiotherapy and other stressors. We currently have multiple projects running with aims to characterise this molecular profile, with a particular focus on whether it can be modified to sensitize tumours to radiotherapy. This work involves tumour organoids, zebrafish xenograft modelling, genomics technologies and 4D imaging approaches (in collaboration, funded by Alice’s Arc).  

References:

  • Jimenez Gonzalez A, Baranasic D, Müller F. Zebrafish regulatory genomic resources for disease modelling and regeneration. Dis Model Mech. 2023 Aug 1;16(8):dmm050280. doi: 10.1242/dmm.050280. Epub 2023 Aug 2.PMID: 37529920

  • Wragg JW, Gray EL, Monteiro R, Morris JR, Beggs AD, Müller F, Gatz SA. A dual readout embryonic zebrafish xenograft model of rhabdomyosarcoma to assess clinically relevant multi-receptor tyrosine kinase inhibitors. Front Oncol. 2025 May 21;15:1547202. doi: 10.3389/fonc.2025.1547202. eCollection 2025.

  • Tal T, Myhre O, Fritsche E, Rüegg J, Craenen K, Aiello-Holden K, Agrillo C, Babin PJ, Escher BI, Dirven H, Hellsten K, Dolva K, Hessel E, Heusinkveld HJ, Hadzhiev Y, Hurem S, Jagiello K, Judzinska B, Klüver N, Knoll-Gellida A, Kühne BA, Leist M, Lislien M, Lyche JL, Müller F, Colbourne JK, Neuhaus W, Pallocca G, Seeger B, Scharkin I, Scholz S, Spjuth O, Torres-Ruiz M, Bartmann KNew approach methods to assess developmental and adult neurotoxicity for regulatory use: a PARC work package 5 project. Front Toxicol. 2024 Apr 26;6:1359507. doi: 10.3389/ftox.2024.1359507. eCollection 2024.PMID: 38742231

New approach methodologies for understanding the mode of action of chemicals upon toxic exposures. 

We participate in several programmes which aim develop novel scientific approaches in establishing causation between chemicals and their adverse health effects. We develop non sentient models such as embryos to replace sentient animals in the mapping of origins of toxicity pathways and deliver zebrafish developmental models in predicting health risks to humans. We apply toxicogenomics, including single cell transcriptomics to assess the cellular and tissue origin of toxic effects and to identify the molecular mode of action of toxicity in development. (Funded by EU Horizon programmes PARC and Precisiontox and HU-RIZON)

© 2035 by Mueller Lab. Powered and secured by Wix 

bottom of page