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Publications and PREPRINTS



Functional heterogeneity within the developing zebrafish epicardium



Michael Weinberger*, Filipa C. Simões*, Roger Patient, Tatjana Sauka-Spengler#, Paul R. Riley#

Developmental Cell, 2020



The epicardium is essential during cardiac develop- ment, homeostasis, and repair, and yet fundamental insights into its underlying cell biology, notably epicardium formation, lineage heterogeneity, and functional cross-talk with other cell types in the heart, are currently lacking. In this study, we investigated epicardial heterogeneity and the functional diversity of discrete epicardial subpopulations in the devel- oping zebrafish heart. Single-cell RNA sequencing uncovered three epicardial subpopulations with spe- cific genetic programs and distinctive spatial distri- bution. Perturbation of unique gene signatures un- covered specific functions associated with each subpopulation and established epicardial roles in cell adhesion, migration, and chemotaxis as a mech- anism for recruitment of leukocytes into the heart. Understanding which mechanisms epicardial cells employ to establish a functional epicardium and how they communicate with other cardiovascular cell types during development will bring us closer to repairing cellular relationships that are disrupted during cardiovascular disease.


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Macrophages directly contribute collagen to scar formation during zebrafish
heart regeneration and mouse heart repair



Filipa C. Simões*, Thomas J. Cahill*, Amy Kenyon, Daria Gavriouchkina, Joaquim M. Vieira, Xin Sun, Daniela Pezzolla, Christophe Ravaud, Eva Masmanian, Michael Weinberger, Sarah Mayes, Madeleine E. Lemieux, Damien N. Barnette, Mala Gunadasa-Rohling, Ruth M. Williams, David R. Greaves, Le A. Trinh, Scott E. Fraser, Sarah L. Dallas, Robin P. Choudhury#, Tatjana Sauka-Spengler#, Paul R. Riley#

Nature Communications, 2020



Canonical roles for macrophages in mediating the fibrotic response after a heart attack include extracellular matrix turnover and activation of cardiac fibroblasts to initiate collagen deposition. Here we reveal that macrophages directly contribute collagen to the forming post-injury scar. Unbiased transcriptomics shows an upregulation of collagens in both zebrafish and mouse macrophages following heart injury. Adoptive transfer of macrophages, from either collagen-tagged zebrafish or adult mouse GFPtpz-collagen donors, enhances scar formation via cell autonomous production of collagen. In zebrafish, the majority of tagged collagen localises proximal to the injury, within the overlying epicardial region, suggesting a possible distinction between macrophage-deposited collagen and that predominantly laid-down by myofibroblasts. Macrophage-specific targeting of col4a3bpa and cognate col4a1 in zebrafish significantly reduces scarring in cryoinjured hosts. Our findings contrast with the current model of scarring, whereby collagen deposition is exclusively attributed to myofibroblasts, and implicate macrophages as direct contributors to fibrosis during heart repair.


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Early chromatin shaping predetermines multipotent vagal neural crest into neural, neuronal and mesenchymal lineages



Irving TC Ling, Tatjana Sauka-Spengler

Nature Cell Biology, 2019



The enteric nervous system (ENS) predominantly originates from vagal neural crest (VNC) cells that emerge from the caudal hindbrain, invade the foregut and populate the gastrointestinal tract. However, the gene regulatory network (GRN) orchestrating the early specification of VNC remains unknown. Using an EdnrB enhancer, we generated a comprehensive temporal map of the chromatin and transcriptional landscape of VNC in the avian model, revealing three VNC cell clusters (neural, neurogenic and mesenchymal), each predetermined epigenetically prior to neural tube delamination. We identify and functionally validate regulatory cores (Sox10/Tfap2B/SoxB/Hbox) mediating each programme and elucidate their combinatorial activities with other spatiotemporally specific transcription factors (bHLH/NR). Our global deconstruction of the VNC-GRN in vivo sheds light on critical early regulatory mechanisms that may influence the divergent neural phenotypes in enteric neuropathies


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Reconstruction of the Global Neural Crest Gene Regulatory Network In Vivo



Ruth M Williams, Ivan Candido-Ferreira, Emmanouela Repapi, Daria Gavriouchkina, Upeka Senanayake, Irving TC Ling, Jelena Telenius, Stephen Taylor, Jim Hughes, Tatjana Sauka-Spengler

Developmental Cell, 2019



Precise control of developmental processes is encoded in the genome in the form of gene regulatory networks (GRNs). Such multi-factorial systems are difficult to decode in vertebrates owing to their complex gene hierarchies and dynamic molecular interactions. Here we present a genome-wide in vivo reconstruction of the GRN underlying development of the multipotent neural crest (NC) embryonic cell population. By coupling NC-specific epigenomic and transcriptional profiling at population and single-cell levels with genome/epigenome engineering in vivo, we identify multiple regulatory layers governing NC ontogeny, including NC-specific enhancers and super-enhancers, novel trans-factors, and cis-signatures allowing reverse engineering of the NC-GRN at unprecedented resolution. Furthermore, identification and dissection of divergent upstream combinatorial regulatory codes has afforded new insights into opposing gene circuits that define canonical and neural NC fates early during NC ontogeny. Our integrated approach, allowing dissection of cell-type-specific regulatory circuits in vivo, has broad implications for GRN discovery and investigation.


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From Pioneer to Repressor: Bimodal foxd3 activity dynamically remodels neural crest regulatory landscape in vivo



Martyna Lukoseviciute*, Daria Gavriouchkina*, Ruth M Williams*, Tatiana Hochgreb-Hagele, Upeka Senanayake, Vanessa Chong-Morrison, Supat Thongjuea, Emmanouela Repapi, Adam Mead, Tatjana Sauka-Spengler

Developmental Cell, 2018



The neural crest (NC) is a transient embryonic stem cell-like population characterized by its multipotency and broad developmental potential. Here, we perform NC-specific transcriptional and epigenomic profiling of foxd3-mutant cells in vivo to define the gene regulatory circuits controlling NC specification. Together with global binding analysis obtained by foxd3 biotin-ChIP and single cell profiles of foxd3-expressing premigratory NC, our analysis shows that, during early steps of NC formation, foxd3 acts globally as a pioneer factor to prime the onset of genes regulating NC specification and migration by re-arranging the chromatin landscape, opening cis-regulatory elements and reshuffling nucleosomes. Strikingly, foxd3 then gradually switches from an activator to its well-described role as a transcriptional repressor and potentially uses differential partners for each role. Taken together, these results demonstrate that foxd3 acts bimodally in the neural crest as a switch from ‘‘permissive’’ to ‘‘repressive’’ nucleosome and chromatin organization to maintain multipotency and define cell fates.


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A genome-wide assessment of the ancestral neural crest gene regulatory network



Dorit Hockman, Vanessa Chong-Morrison, Stephen A Green, Daria Gavriouchkina, Ivan Candido-Ferreira, Irving TC Ling, Ruth M Williams, Chris T Amemiya, Jeramiah J Smith, Marianne E Bronner, Tatjana Sauka-Spengler

Nature Communications, 2019



The neural crest (NC) is an embryonic cell population that contributes to key vertebrate-specific features including the craniofacial skeleton and peripheral nervous system. Here we examine the transcriptional and epigenomic profiles of NC cells in the sea lamprey, in order to gain insight into the ancestral state of the NC gene regulatory network (GRN). Transcriptome analyses identify clusters of co-regulated genes during NC specification and migration that show high conservation across vertebrates but also identify transcription factors (TFs) and cell-adhesion molecules not previously implicated in NC migration. ATAC-seq analysis uncovers an ensemble of cis-regulatory elements, including enhancers of Tfap2B, SoxE1 and Hox-α2 validated in the embryo. Cross-species deployment of lamprey elements identifies the deep conservation of lamprey SoxE1 enhancer activity, mediating homologous expression in jawed vertebrates. Our data provide insight into the core GRN elements conserved to the base of the vertebrates and expose others that are unique to lampreys.


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Biotagging, an in vivo biotinylation approach for cell-type specific subcellular profiling in zebrafish



Le A. Trinh, Vanessa Chong-Morrison, Tatjana Sauka-Spengler

Methods, 2018



Interrogation of gene regulatory circuits in complex organisms requires precise and robust methods to label cell-types for profiling of target proteins in a tissue-specific fashion as well as data analysis to understand interconnections within the circuits. There are several strategies for obtaining cell-type and subcellular specific genome-wide data. We have developed a methodology, termed “biotagging” that uses tissue-specific, genetically encoded components to biotinylate target proteins, enabling in depth genome-wide profiling in zebrafish. We have refined protocols to use the biotagging approach that led to enhanced isolation of coding and non-coding RNAs from ribosomes and nuclei of genetically defined cell-types. The ability to study both the actively translated and transcribed transcriptome in the same cell population, coupled to genomic accessibility assays has enabled the study of cell-type specific gene regulatory circuits in zebrafish due to the high signal-to-noise achieved via its stringent purification protocol. Here, we provide detailed methods to isolate, profile and analyze cell-type specific polyribosome and nuclear transcriptome in zebrafish.


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Re-purposing Ac/Ds transgenic system for CRISPR/dCas9 modulation of enhancers and non-coding RNAs in zebrafish



Vanessa Chong-Morrison, Filipa C. Simões, Upeka Senanayake, Dervla S. Carroll, Paul R. Riley, Tatjana Sauka-Spengler

bioRxiv, 2018 (preprint)



Due to its genetic amenability coupled with recent advances in genome editing, the zebrafish serves as an excellent model to examine the function of both coding and non-coding elements. Recently, the non-coding genome has gained prominence due to its critical role in development and disease. Here, we have re-purposed the Ac/Ds maize transposition system to reliably screen and efficiently characterise zebrafish enhancers, with or without germline propagation. We further utilised the system to stably express guide RNAs in microinjected embryos enabling tissue-specific CRISPR/dCas9-interference (CRISPRi) knockdown of lncRNA and enhancer activity without disrupting the underlying genetic sequence. Our study highlights the utility of Ac/Ds transposition for transient epigenome modulation of non-coding elements in zebrafish.


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Generation of a double binary transgenic zebrafish model to study myeloid gene regulation in response to oncogene activation in melanocytes



Amy Kenyon, Daria Gavriouchkina, Jernej Zorman, Vanessa Chong-Morrison, Giorgio Napolitani, Vincenzo Cerundolo, Tatjana Sauka-Spengler

Disease Models & Mechanisms, 2018



A complex network of inflammation succeeds somatic cell transformation and malignant disease. Immune cells and their associated molecules are responsible for detecting and eliminating cancer cells as they establish themselves as the precursors of a tumour. By the time a patient has a detectable solid tumour, cancer cells have escaped the initial immune response mechanisms. Here, we describe the development of a double binary zebrafish model that enables exploring regulatory programming of the myeloid cells as they respond to oncogene-activated melanocytes, focussing on the initial phase when cells become the precursors of cancer. A hormone-inducible binary system allows for temporal control of different Ras-oncogenes (NRasQ61K, HRasG12V, KRasG12V) expression in melanocytes leading to proliferation and changes in morphology of the melanocytes. This model was coupled to binary cell-specific biotagging models allowing in vivo biotinylation and subsequent isolation of macrophage or neutrophil nuclei for regulatory profiling of their active transcriptomes. Nuclear transcriptional profiling of neutrophils, performed as they respond to the earliest precursors of melanoma in vivo, revealed an intricate landscape of regulatory factors that may promote progression to melanoma including serpinb1l4, fgf1, fgf6, cathepsin H, galectin 1 and galectin 3. The model presented here provides a powerful platform to study the myeloid response to the earliest precursors of melanoma.


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Genome and epigenome engineering CRISPR toolkit for in vivo modulation of cis-regulatory interactions and gene expression in the chicken embryo



Ruth M Williams*, Upeka Senanayake*, Mara Artibani, Güneş O Taylor, Daniel Wells, Ahmed Ashour Ahmed, Tatjana Sauka-Spengler

Development, 2018



CRISPR-Cas9 genome engineering has revolutionised all aspects of biological research, with epigenome engineering transforming gene regulation studies. Here, we present an optimised, adaptable toolkit enabling genome and epigenome engineering in the chicken embryo, and demonstrate its utility by probing gene regulatory interactions mediated by neural crest enhancers. First, we optimise novel efficient guide-RNA mini expression vectors utilising chick U6 promoters, provide a strategy for rapid somatic gene knockout and establish a protocol for evaluation of mutational penetrance by targeted next generation sequencing. We show that CRISPR/Cas9-mediated disruption of transcription factors causes a reduction in their cognate enhancer-driven reporter activity. Next, we assess endogenous enhancer function using both enhancer deletion and nuclease-deficient Cas9 (dCas9) effector fusions to modulate enhancer chromatin landscape, thus providing the first report of epigenome engineering in a developing embryo. Finally, we use the synergistic activation mediator (SAM) system to activate an endogenous target promoter. The novel genome and epigenome engineering toolkit developed here enables manipulation of endogenous gene expression and enhancer activity in chicken embryos, facilitating high-resolution analysis of gene regulatory interactions in vivo.


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Embryonic circular RNAs at tandem duplicated genes in zebrafish present new paradigm in gene expression



Vanessa Chong-Morrison and Tatjana Sauka-Spengler

bioRxiv, 2017 (preprint)



Circular RNAs are a puzzling class of RNAs with covalently closed loop structure, lacking 5′ and 3′ ends. Present in all cells, no unifying theme has emerged regarding their function. Here, we use transcriptional data obtained by biotagging in zebrafish to uncover a high-resolution cohort of embryonic circRNAs expressed in nuclear and polysomal subcellular compartments in three developmental cell types. The ample presence of embryonic circRNAs on polysomes contradicts previous reports suggesting predominant nuclear localisation. We uncover a novel class of circRNAs, significantly enriched at tandem duplicated genes. Using newly-developed NGS-based approach, we simultaneously resolve the full sequence of putative "tandem-circRNAs" and their underlying mRNAs. These form by long-range cis-splicing events often between distant tandem duplicated genes, resulting in chimaeric mRNA transcripts and circRNAs containing their supernumerary excised exons, integrated from multiple tandem loci. Taken together, our results suggest that circularisation events rather than circRNAs themselves are functionally important.


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Biotagging of specific cell populations in zebrafish reveals gene regulatory logic encoded in the nuclear transcriptome



Le A Trinh*, Vanessa Chong-Morrison*, Daria Gavriouchkina, Tatiana Hochgreb-Hägele, Upeka Senanayake, Scott E Fraser, Tatjana Sauka-Spengler

Cell Reports, 2017



Interrogation of gene regulatory circuits in complex organisms requires precise tools for the selection of individual cell types and robust methods for biochemical profiling of target proteins. We have developed a versatile, tissue-specific binary in vivo biotinylation system in zebrafish termed biotagging that uses genetically encoded components to biotinylate target proteins, enabling in-depth genome- wide analyses of their molecular interactions. Using tissue-specific drivers and cell compartment-specific effector lines, we demonstrate the specificity of the biotagging toolkit at the biochemical, cellular, and transcriptional levels. We use biotagging to characterize the in vivo transcriptional landscape of migratory neural crest and myocardial cells in different cellular compartments (ribosomes and nucleus). These analyses reveal a comprehensive network of coding and non-coding RNAs and cis-regulatory modules, demonstrating that tissue-specific identity is embedded in the nuclear transcriptomes. By eliminating background inherent to complex embryonic environments, biotagging allows analyses of molecular interactions at high resolution.


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Active nuclear transcriptome analysis reveals inflammasome-dependent mechanism for early neutrophil response to Mycobacterium marinum



Amy Kenyon, Daria Gavriouchkina, Jernej Zorman, Giorgio Napolitani, Vincenzo Cerundolo, Tatjana Sauka-Spengler

Scientific Reports, 2017



The mechanisms governing neutrophil response to Mycobacterium tuberculosis remain poorly understood. In this study we utilise biotagging, a novel genome-wide profiling approach based on cell type-specific in vivo biotinylation in zebrafish to analyse the initial response of neutrophils to Mycobacterium marinum, a close genetic relative of M. tuberculosis used to model tuberculosis. Differential expression analysis following nuclear RNA-seq of neutrophil active transcriptomes reveals a significant upregulation in both damage-sensing and effector components of the inflammasome, including caspase b, NLRC3 ortholog (wu: fb15h11) and il1β. Crispr/Cas9-mediated knockout of caspase b, which acts by proteolytic processing of il1β, results in increased bacterial burden and less infiltration of macrophages to sites of mycobacterial infection, thus impairing granuloma development. We also show that a number of immediate early response genes (IEGs) are responsible for orchestrating the initial neutrophil response to mycobacterial infection. Further perturbation of the IEGs exposes egr3 as a key transcriptional regulator controlling il1β transcription.


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Premalignant SOX2 overexpression in the fallopian tubes of ovarian cancer patients: Discovery and validation studies



Karin Hellner*, Fabrizio Miranda*, Donatien Fotso Chedom*, Sandra Herrero-Gonzalez*, Daniel M. Hayden*, Rick Tearle*, Mara Artibani, Mohammad KaramiNejadRanjbar, Ruth Williams, Kezia Gaitskell, Samar Elorbany, Ruoyan Xu, Alex Laios, Petronela Buiga, Karim Ahmed, Sunanda Dhar, Rebecca Yu Zhang, Leticia Campo, Kevin A. Myers, María Lozano, María Ruiz-Miró, Sónia Gatius, Alba Mota, Gema Moreno-Bueno, Xavier Matias-Guiu, Javier Benítez, Lorna Witty, Gil McVean, Simon Leedham, Ian Tomlinson, Radoje Drmanac, Jean-Baptiste Cazier, Robert Klein, Kevin Dunne, Robert C. Bast Jr, Stephen H. Kennedy, Bassim Hassan, Stefano Lise, María José Garcia, Brock A. Peters, Christopher Yau, Tatjana Sauka-Spengler, Ahmed Ashour Ahmed

EBioMedicine, 2016



Current screening methods for ovarian cancer can only detect advanced disease. Earlier detection has proved difficult because the molecular precursors involved in the natural history of the disease are unknown. To identify early driver mutations in ovarian cancer cells, we used dense whole genome sequencing of micrometastases and microscopic residual disease collected at three time points over three years from a single patient during treatment for high-grade serous ovarian cancer (HGSOC). The functional and clinical significance of the identified mutations was examined using a combination of population-based whole genome sequencing, targeted deep sequencing, multi-center analysis of protein expression, loss of function experiments in an in-vivo reporter assay and mammalian models, and gain of function experiments in primary cultured fallopian tube epithelial (FTE) cells. We identified frequent mutations involving a 40 kb distal repressor region for the key stem cell differentiation gene SOX2. In the apparently normal FTE, the region was also mutated. This was associated with a profound increase in SOX2 expression (p < 2−16), which was not found in patients without cancer (n = 108). Importantly, we show that SOX2 overexpression in FTE is nearly ubiquitous in patients with HGSOCs (n = 100), and common in BRCA1-BRCA2 mutation carriers (n = 71) who underwent prophylactic salpingo-oophorectomy. We propose that the finding of SOX2 overexpression in FTE could be exploited to develop biomarkers for detecting disease at a premalignant stage, which would reduce mortality from this devastating disease.


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