@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 {125, title = {Multiomic atlas with functional stratification and developmental dynamics of zebrafish cis-regulatory elements.}, journal = {Nat Genet}, volume = {54}, year = {2022}, month = {2022 Jul}, pages = {1037-1050}, abstract = {

Zebrafish, a popular organism for studying embryonic development and for modeling human diseases, has so far lacked a systematic functional annotation program akin to those in other animal models. To address this, we formed the international DANIO-CODE consortium and created a central repository to store and process zebrafish developmental functional genomic data. Our data coordination center ( https://danio-code.zfin.org ) combines a total of 1,802 sets of unpublished and re-analyzed published genomic data, which we used to improve existing annotations and show its utility in experimental design. We identified over 140,000 cis-regulatory elements throughout development, including classes with distinct features dependent on their activity in time and space. We delineated the distinct distance topology and chromatin features between regulatory elements active during zygotic genome activation and those active during organogenesis. Finally, we matched regulatory elements and epigenomic landscapes between zebrafish and mouse and predicted functional relationships between them beyond sequence similarity, thus extending the utility of zebrafish developmental genomics to mammals.

}, keywords = {Animals, Chromatin, Databases, Genetic, Gene Expression Regulation, Developmental, Genome, Genomics, Humans, Mice, Molecular Sequence Annotation, Organogenesis, Regulatory Sequences, Nucleic Acid, Zebrafish, Zebrafish Proteins}, issn = {1546-1718}, doi = {10.1038/s41588-022-01089-w}, author = {Baranasic, Damir and H{\"o}rtenhuber, Matthias and Balwierz, Piotr J and Zehnder, Tobias and Mukarram, Abdul Kadir and Nepal, Chirag and V{\'a}rnai, Csilla and Hadzhiev, Yavor and Jimenez-Gonzalez, Ada and Li, Nan and Wragg, Joseph and D{\textquoteright}Orazio, Fabio M and Relic, Dorde and Pachkov, Mikhail and D{\'\i}az, Noelia and Hern{\'a}ndez-Rodr{\'\i}guez, Benjam{\'\i}n and Chen, Zelin and Stoiber, Marcus and Dong, Micha{\"e}l and Stevens, Irene and Ross, Samuel E and Eagle, Anne and Martin, Ryan and Obasaju, Oluwapelumi and Rastegar, Sepand and McGarvey, Alison C and Kopp, Wolfgang and Chambers, Emily and Wang, Dennis and Kim, Hyejeong R and Acemel, Rafael D and Naranjo, Silvia and {\L}api{\'n}ski, Maciej and Chong, Vanessa and Mathavan, Sinnakaruppan and Peers, Bernard and Sauka-Spengler, Tatjana and Vingron, Martin and Carninci, Piero and Ohler, Uwe and Lacadie, Scott Allen and Burgess, Shawn M and Winata, Cecilia and van Eeden, Freek and Vaquerizas, Juan M and G{\'o}mez-Skarmeta, Jos{\'e} Luis and Onichtchouk, Daria and Brown, Ben James and Bogdanovic, Ozren and van Nimwegen, Erik and Westerfield, Monte and Wardle, Fiona C and Daub, Carsten O and Lenhard, Boris and M{\"u}ller, Ferenc} } @article {119, title = {Cardiac-specific β-catenin deletion dysregulates energetic metabolism and mitochondrial function in perinatal cardiomyocytes.}, journal = {Mitochondrion}, volume = {60}, year = {2021}, month = {2021 09}, pages = {59-69}, abstract = {

β-Catenin signaling pathway regulates cardiomyocytes proliferation and differentiation, though its involvement in metabolic regulation of cardiomyocytes remains unknown. We used one-day-old mice with cardiac-specific knockout of β-catenin and neonatal rat ventricular myocytes treated with β-catenin inhibitor to investigate the role of β-catenin metabolism regulation in perinatal cardiomyocytes. Transcriptomics of perinatal β-catenin-ablated hearts revealed a dramatic shift in the expression of genes involved in metabolic processes. Further analysis indicated an inhibition of lipolysis and glycolysis in both in vitro and in vivo models. Finally, we showed that β-catenin deficiency leads to mitochondria dysfunction via the downregulation of Sirt1/PGC-1α pathway. We conclude that cardiac-specific β-catenin ablation disrupts the energy substrate shift that is essential for postnatal heart maturation, leading to perinatal lethality of homozygous β-catenin knockout mice.

}, issn = {1872-8278}, doi = {10.1016/j.mito.2021.07.005}, author = {Balatskyi, Volodymyr V and Vaskivskyi, Vasyl O and Myronova, Anna and Avramets, Diana and Nahia, Karim Abu and Macewicz, Larysa L and Ruban, Tetiana P and Kucherenko, Dar{\textquoteright}ya Yu and Soldatkin, Oleksandr O and Lushnikova, Iryna V and Skibo, Galyna G and Winata, Cecilia L and Dobrzyn, Pawel and Piven, Oksana O} } @article {74, title = {Impaired development of neural-crest cell-derived organs and intellectual disability caused by MED13L haploinsufficiency.}, journal = {Hum Mutat}, volume = {35}, year = {2014}, month = {2014 Nov}, pages = {1311-20}, abstract = {

MED13L is a component subunit of the Mediator complex, an important regulator of transcription that is highly conserved across eukaryotes. Here, we report MED13L disruption in a translocation t(12;19) breakpoint of a patient with Pierre-Robin syndrome, moderate intellectual disability, craniofacial anomalies, and muscular defects. The phenotype is similar to previously described patients with MED13L haploinsufficiency. Knockdown of MED13L orthologue in zebrafish, med13b, showed early defective migration of cranial neural crest cells (NCCs) that contributed to cartilage structure deformities in the later stage, recapitulating craniofacial anomalies seen in human patients. Notably, we observed abnormal distribution of developing neurons in different brain regions of med13b morphant embryos, which could be rescued upon introduction of full-length human MED13L mRNA. To compare with mammalian system, we suppressed MED13L expression by short-hairpin RNA in ES-derived human neural progenitors, and differentiated them into neurons. Transcriptome analysis revealed differential expression of components of Wnt and FGF signaling pathways in MED13L-deficient neurons. Our finding provides a novel insight into the mechanism of overlapping phenotypic outcome targeting NCCs derivatives organs in patients with MED13L haploinsufficiency, and emphasizes a clinically recognizable syndromic phenotype in these patients.

}, keywords = {Animals, Cell Differentiation, Cell Movement, Child, Preschool, Chromosome Breakpoints, Disease Models, Animal, Embryonic Stem Cells, Female, Gene Expression, Gene Expression Profiling, Gene Expression Regulation, Developmental, Gene Knockdown Techniques, Genetic Association Studies, Haploinsufficiency, Humans, Intellectual Disability, Mediator Complex, Neural Crest, Neurons, Phenotype, RNA, Messenger, Sequence Analysis, DNA, Transcriptome, Translocation, Genetic, Zebrafish}, issn = {1098-1004}, doi = {10.1002/humu.22636}, author = {Utami, Kagistia Hana and Winata, Cecilia L and Hillmer, Axel M and Aksoy, Irene and Long, Hoang Truong and Liany, Herty and Chew, Elaine G Y and Mathavan, Sinnakaruppan and Tay, Stacey K H and Korzh, Vladimir and Sarda, Pierre and Davila, Sonia and Cacheux, Valere} } @article {32, title = {Normalization of RNA-sequencing data from samples with varying mRNA levels.}, journal = {PLoS One}, volume = {9}, year = {2014}, month = {2014}, pages = {e89158}, abstract = {

Methods for normalization of RNA-sequencing gene expression data commonly assume equal total expression between compared samples. In contrast, scenarios of global gene expression shifts are many and increasing. Here we compare the performance of three normalization methods when polyA(+) RNA content fluctuates significantly during zebrafish early developmental stages. As a benchmark we have used reverse transcription-quantitative PCR. The results show that reads per kilobase per million (RPKM) and trimmed mean of M-values (TMM) normalization systematically leads to biased gene expression estimates. Biological scaling normalization (BSN), designed to handle differences in total expression, showed improved accuracy compared to the two other methods in estimating transcript level dynamics. The results have implications for past and future studies using RNA-sequencing on samples with different levels of total or polyA(+) RNA.

}, keywords = {Animals, Base Sequence, Gene Expression, Gene Expression Profiling, Polymerase Chain Reaction, RNA, Messenger, Sequence Analysis, RNA, Zebrafish}, issn = {1932-6203}, doi = {10.1371/journal.pone.0089158}, author = {Aanes, H{\r a}vard and Winata, Cecilia L and Moen, Lars F and {\O}strup, Olga and Mathavan, Sinnakaruppan and Collas, Philippe and Rognes, Torbj{\o}rn and Alestr{\"o}m, Peter} } @article {34, title = {Prepatterning of developmental gene expression by modified histones before zygotic genome activation.}, journal = {Dev Cell}, volume = {21}, year = {2011}, month = {2011 Dec 13}, pages = {993-1004}, abstract = {

A hallmark of anamniote vertebrate development is a window of embryonic transcription-independent cell divisions before onset of zygotic genome activation (ZGA). Chromatin determinants of ZGA are unexplored; however, marking of developmental genes by modified histones in sperm suggests a predictive role of histone marks for ZGA. In zebrafish, pre-ZGA development for ten cell cycles provides an opportunity to examine whether genomic enrichment in modified histones is present before initiation of transcription. By profiling histone H3 trimethylation on all zebrafish promoters before and after ZGA, we demonstrate here an epigenetic prepatterning of developmental gene expression. This involves pre-ZGA marking of transcriptionally inactive genes involved in homeostatic and developmental regulation by permissive H3K4me3 with or without repressive H3K9me3 or H3K27me3. Our data suggest that histone modifications are instructive for the developmental gene expression program.

}, keywords = {Animals, Body Patterning, Chromatin, Epigenesis, Genetic, Female, Gene Expression Regulation, Developmental, Histones, Male, Methylation, Multigene Family, Promoter Regions, Genetic, Spermatozoa, Zebrafish, Zebrafish Proteins}, issn = {1878-1551}, doi = {10.1016/j.devcel.2011.10.008}, author = {Lindeman, Leif C and Andersen, Ingrid S and Reiner, Andrew H and Li, Nan and Aanes, H{\r a}vard and {\O}strup, Olga and Winata, Cecilia L and Mathavan, Sinnakaruppan and M{\"u}ller, Ferenc and Alestr{\"o}m, Peter and Collas, Philippe} } @article {36, title = {Zebrafish mRNA sequencing deciphers novelties in transcriptome dynamics during maternal to zygotic transition.}, journal = {Genome Res}, volume = {21}, year = {2011}, month = {2011 Aug}, pages = {1328-38}, abstract = {

Maternally deposited mRNAs direct early development before the initiation of zygotic transcription during mid-blastula transition (MBT). To study mechanisms regulating this developmental event in zebrafish, we applied mRNA deep sequencing technology and generated comprehensive information and valuable resources on transcriptome dynamics during early embryonic (egg to early gastrulation) stages. Genome-wide transcriptome analysis documented at least 8000 maternal genes and identified the earliest cohort of zygotic transcripts. We determined expression levels of maternal and zygotic transcripts with the highest resolution possible using mRNA-seq and clustered them based on their expression pattern. We unravel delayed polyadenylation in a large cohort of maternal transcripts prior to the MBT for the first time in zebrafish. Blocking polyadenylation of these transcripts confirms their role in regulating development from the MBT onward. Our study also identified a large number of novel transcribed regions in annotated and unannotated regions of the genome, which will facilitate reannotation of the zebrafish genome. We also identified splice variants with an estimated frequency of 50\%-60\%. Taken together, our data constitute a useful genomic information and valuable transcriptome resource for gene discovery and for understanding the mechanisms of early embryogenesis in zebrafish.

}, keywords = {Animals, Base Sequence, Genome, RNA, Messenger, RNA, Messenger, Stored, Sequence Analysis, RNA, Transcriptome, Zebrafish, Zebrafish Proteins, Zygote}, issn = {1549-5469}, doi = {10.1101/gr.116012.110}, author = {Aanes, H{\r a}vard and Winata, Cecilia L and Lin, Chi Ho and Chen, Jieqi P and Srinivasan, Kandhadayar G and Lee, Serene G P and Lim, Adrian Y M and Hajan, Hajira Shreen and Collas, Philippe and Bourque, Guillaume and Gong, Zhiyuan and Korzh, Vladimir and Alestr{\"o}m, Peter and Mathavan, Sinnakaruppan} } @article {69, title = {Chromatin states of developmentally-regulated genes revealed by DNA and histone methylation patterns in zebrafish embryos.}, journal = {Int J Dev Biol}, volume = {54}, year = {2010}, month = {2010}, pages = {803-13}, abstract = {

Embryo development proceeds from a cascade of gene activation and repression events controlled by epigenetic modifications of DNA and histones. Little is known about epigenetic states in the developing zebrafish, despite its importance as a model organism. We report here DNA methylation and histone modification profiles of promoters of developmentally-regulated genes (pou5f1, sox2, sox3, klf4, nnr, otx1b, nes, vasa), as well as tert and bactin2, in zebrafish embryos at the mid-late blastula transition, shortly after embryonic genome activation. We identify four classes of promoters based on the following profiles: (i) those enriched in marks of active genes (H3K9ac, H4ac, H3K4me3) without transcriptionally repressing H3K9me3 or H3K27me3; (ii) those enriched in H3K9ac, H4ac and H3K27me3, without H3K9me3; one such gene was klf4, shown by in situ hybridization to be mosaically expressed, likely accounting for the detection of both activating and repressive marks on its promoter; (iii) those enriched in H3K4me3 and H3K27me3 without acetylation; and (iv) those enriched in all histone modifications examined. Culture of embryo-derived cells under differentiation conditions leads to H3K9 and H4 deacetylation and H3K9 and H3K27 trimethylation on genes that are inactivated, yielding an epigenetic profile similar to those of fibroblasts or muscle. All promoters however retain H3K4me3, indicating an uncoupling of H3K4me3 occupancy and gene expression. All non-CpG island developmentally-regulated promoters are DNA unmethylated in embryos, but hypermethylated in fibroblasts. Our results suggest that differentially expressed embryonic genes are regulated by various patterns of histone modifications on unmethylated DNA, which create a developmentally permissive chromatin state.

}, keywords = {Animals, Blastula, Cell Line, Chromatin, Chromatin Immunoprecipitation, CpG Islands, DNA Methylation, Embryo, Nonmammalian, Fibroblasts, Gene Expression Profiling, Gene Expression Regulation, Developmental, Histones, In Situ Hybridization, Lysine, Methylation, Oligonucleotide Array Sequence Analysis, Promoter Regions, Genetic, Reverse Transcriptase Polymerase Chain Reaction, Zebrafish, Zebrafish Proteins}, issn = {1696-3547}, doi = {10.1387/ijdb.103081ll}, author = {Lindeman, Leif C and Winata, Cecilia L and Aanes, Hvard and Mathavan, Sinnakaruppan and Alestrom, Peter and Collas, Philippe} }