@article {127, title = {xcore: an R package for inference of gene expression regulators.}, journal = {BMC Bioinformatics}, volume = {24}, year = {2023}, month = {2023 Jan 11}, pages = {14}, abstract = {

BACKGROUND: Elucidating the Transcription Factors (TFs) that drive the gene expression changes in a given experiment is a common question asked by researchers. The existing methods rely on the predicted Transcription Factor Binding Site (TFBS) to model the changes in the motif activity. Such methods only work for TFs that have a motif and assume the TF binding profile is the same in all cell types.

RESULTS: Given the wealth of the ChIP-seq data available for a wide range of the TFs in various cell types, we propose that gene expression modeling can be done using ChIP-seq "signatures" directly, effectively skipping the motif finding and TFBS prediction steps. We present xcore, an R package that allows TF activity modeling based on ChIP-seq signatures and the user{\textquoteright}s gene expression data. We also provide xcoredata a companion data package that provides a collection of preprocessed ChIP-seq signatures. We demonstrate that xcore leads to biologically relevant predictions using transforming growth factor beta induced epithelial-mesenchymal transition time-courses, rinderpest infection time-courses, and embryonic stem cells differentiated to cardiomyocytes time-course profiled with Cap Analysis Gene Expression.

CONCLUSIONS: xcore provides a simple analytical framework for gene expression modeling using linear models that can be easily incorporated into differential expression analysis pipelines. Taking advantage of public ChIP-seq databases, xcore can identify meaningful molecular signatures and relevant ChIP-seq experiments.

}, keywords = {Animals, Binding Sites, Chromatin Immunoprecipitation, Chromatin Immunoprecipitation Sequencing, Gene Expression, Protein Binding, Transcription Factors}, issn = {1471-2105}, doi = {10.1186/s12859-022-05084-0}, author = {Migda{\l}, Maciej and Arakawa, Takahiro and Takizawa, Satoshi and Furuno, Masaaki and Suzuki, Harukazu and Arner, Erik and Winata, Cecilia Lanny and Kaczkowski, Bogumi{\l}} } @article {117, title = {Exploring Translational Control of Maternal mRNAs in Zebrafish.}, journal = {Methods Mol Biol}, volume = {2218}, year = {2021}, month = {2021}, pages = {367-380}, abstract = {

The study of translational regulation requires reliable measurement of both mRNA levels and protein synthesis. Cytoplasmic polyadenylation is a prevalent mode of translational regulation during oogenesis and early embryogenesis. Here the length of the poly(A) tail of an mRNA is coupled to its translatability. We describe a protocol to identify translationally regulated genes and measure their translation rate in the early zebrafish embryo using genome-wide polysome profiling. This protocol relies on the isolation of mRNA by means of an rRNA depletion strategy, which avoids capture bias due to short poly(A) tail that can occur when using conventional oligo(dT)-based methods. We also present a simple PCR-based method to measure the poly(A) tail length of selected mRNAs.

}, keywords = {Animals, Cytoplasm, Embryo, Nonmammalian, Embryonic Development, Oocytes, Oogenesis, Poly A, Polyadenylation, Protein Biosynthesis, RNA, Messenger, Stored, Zebrafish}, issn = {1940-6029}, doi = {10.1007/978-1-0716-0970-5_29}, author = {Winata, Cecilia Lanny and {\L}api{\'n}ski, Maciej and Ismail, Hisyam and Mathavan, Sinnakaruppan and Sampath, Prabha} } @article {118, title = {Fish-Ing for Enhancers in the Heart.}, journal = {Int J Mol Sci}, volume = {22}, year = {2021}, month = {2021 Apr 10}, abstract = {

Precise control of gene expression is crucial to ensure proper development and biological functioning of an organism. Enhancers are non-coding DNA elements which play an essential role in regulating gene expression. They contain specific sequence motifs serving as binding sites for transcription factors which interact with the basal transcription machinery at their target genes. Heart development is regulated by intricate gene regulatory network ensuring precise spatiotemporal gene expression program. Mutations affecting enhancers have been shown to result in devastating forms of congenital heart defect. Therefore, identifying enhancers implicated in heart biology and understanding their mechanism is key to improve diagnosis and therapeutic options. Despite their crucial role, enhancers are poorly studied, mainly due to a lack of reliable way to identify them and determine their function. Nevertheless, recent technological advances have allowed rapid progress in enhancer discovery. Model organisms such as the zebrafish have contributed significant insights into the genetics of heart development through enabling functional analyses of genes and their regulatory elements in vivo. Here, we summarize the current state of knowledge on heart enhancers gained through studies in model organisms, discuss various approaches to discover and study their function, and finally suggest methods that could further advance research in this field.

}, keywords = {Animals, Binding Sites, Enhancer Elements, Genetic, Gene Expression Regulation, Developmental, Gene Regulatory Networks, Heart, Humans, Mutation, Transcription Factors, Zebrafish}, issn = {1422-0067}, doi = {10.3390/ijms22083914}, author = {Parisi, Costantino and Vashisht, Shikha and Winata, Cecilia Lanny} } @article {122, title = {Multi-omics analyses of early liver injury reveals cell-type-specific transcriptional and epigenomic shift.}, journal = {BMC Genomics}, volume = {22}, year = {2021}, month = {2021 Dec 18}, pages = {904}, abstract = {

BACKGROUND: Liver fibrosis is a wound-healing response to tissue injury and inflammation hallmarked by the extracellular matrix (ECM) protein deposition in the liver parenchyma and tissue remodelling. Different cell types of the liver are known to play distinct roles in liver injury response. Hepatocytes and liver endothelial cells receive molecular signals indicating tissue injury and activate hepatic stellate cells which produce ECM proteins upon their activation. Despite the growing knowledge on the molecular mechanism underlying hepatic fibrosis in general, the cell-type-specific gene regulatory network associated with the initial response to hepatotoxic injury is still poorly characterized.

RESULTS: In this study, we used thioacetamide (TAA) to induce hepatic injury in adult zebrafish. We isolated three major liver cell types - hepatocytes, endothelial cells and hepatic stellate cells - and identified cell-type-specific chromatin accessibility and transcriptional changes in an early stage of liver injury. We found that TAA induced transcriptional shifts in all three cell types hallmarked by significant alterations in the expression of genes related to fatty acid and carbohydrate metabolism, as well as immune response-associated and vascular-specific genes. Interestingly, liver endothelial cells exhibit the most pronounced response to liver injury at the transcriptome and chromatin level, hallmarked by the loss of their angiogenic phenotype.

CONCLUSION: Our results uncovered cell-type-specific transcriptome and epigenome responses to early stage liver injury, which provide valuable insights into understanding the molecular mechanism implicated in the early response of the liver to pro-fibrotic signals.

}, keywords = {Animals, Endothelial Cells, Epigenomics, Liver, Zebrafish}, issn = {1471-2164}, doi = {10.1186/s12864-021-08173-1}, author = {Migda{\l}, Maciej and Tralle, Eugeniusz and Nahia, Karim Abu and Bugajski, {\L}ukasz and K{\k e}dzierska, Katarzyna Zofia and Garbicz, Filip and Piwocka, Katarzyna and Winata, Cecilia Lanny and Pawlak, Micha{\l}} } @article {121, title = {Transcriptome profile of the sinoatrial ring reveals conserved and novel genetic programs of the zebrafish pacemaker.}, journal = {BMC Genomics}, volume = {22}, year = {2021}, month = {2021 Oct 02}, pages = {715}, abstract = {

BACKGROUND: Sinoatrial Node (SAN) is part of the cardiac conduction system, which controls the rhythmic contraction of the vertebrate heart. The SAN consists of a specialized pacemaker cell population that has the potential to generate electrical impulses. Although the SAN pacemaker has been extensively studied in mammalian and teleost models, including the zebrafish, their molecular nature remains inadequately comprehended.

RESULTS: To characterize the molecular profile of the zebrafish sinoatrial ring (SAR) and elucidate the mechanism of pacemaker function, we utilized the transgenic line sqet33mi59BEt to isolate cells of the SAR of developing zebrafish embryos and profiled their transcriptome. Our analyses identified novel candidate genes and well-known conserved signaling pathways involved in pacemaker development. We show that, compared to the rest of the heart, the zebrafish SAR overexpresses several mammalian SAN pacemaker signature genes, which include hcn4 as well as those encoding calcium- and potassium-gated channels. Moreover, genes encoding components of the BMP and Wnt signaling pathways, as well as members of the Tbx family, which have previously been implicated in pacemaker development, were also overexpressed in the SAR. Among SAR-overexpressed genes, 24 had human homologues implicated in 104 different ClinVar phenotype entries related to various forms of congenital heart diseases, which suggest the relevance of our transcriptomics resource to studying human heart conditions. Finally, functional analyses of three SAR-overexpressed genes, pard6a, prom2, and atp1a1a.2, uncovered their novel role in heart development and physiology.

CONCLUSION: Our results established conserved aspects between zebrafish and mammalian pacemaker function and revealed novel factors implicated in maintaining cardiac rhythm. The transcriptome data generated in this study represents a unique and valuable resource for the study of pacemaker function and associated heart diseases.

}, keywords = {Animals, Heart Rate, Humans, Sinoatrial Node, Transcriptome, Zebrafish}, issn = {1471-2164}, doi = {10.1186/s12864-021-08016-z}, author = {Minhas, Rashid and Loeffler-Wirth, Henry and Siddiqui, Yusra H and Obr{\k e}bski, Tomasz and Vashisht, Shikha and Nahia, Karim Abu and Paterek, Alexandra and Brzozowska, Angelika and Bugajski, Lukasz and Piwocka, Katarzyna and Korzh, Vladimir and Binder, Hans and Winata, Cecilia Lanny} } @article {116, title = {The zebrafish as a model for developmental and biomedical research in Poland and beyond.}, journal = {Dev Biol}, volume = {457}, year = {2020}, month = {2020 01 15}, pages = {167-168}, keywords = {Animals, Biomedical Research, Developmental Biology, Disease Models, Animal, Poland, Zebrafish}, issn = {1095-564X}, doi = {10.1016/j.ydbio.2019.11.003}, author = {Winata, Cecilia Lanny and Dodzian, Joanna and Bialek-Wyrzykowska, Urszula} }