1
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Bonnell VA, Zhang Y, Brown AS, Horton J, Josling GA, Chiu TP, Rohs R, Mahony S, Gordân R, Llinás M. DNA sequence and chromatin differentiate sequence-specific transcription factor binding in the human malaria parasite Plasmodium falciparum. Nucleic Acids Res 2024:gkae585. [PMID: 38966997 DOI: 10.1093/nar/gkae585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 05/30/2024] [Accepted: 06/27/2024] [Indexed: 07/06/2024] Open
Abstract
Development of the malaria parasite, Plasmodium falciparum, is regulated by a limited number of sequence-specific transcription factors (TFs). However, the mechanisms by which these TFs recognize genome-wide binding sites is largely unknown. To address TF specificity, we investigated the binding of two TF subsets that either bind CACACA or GTGCAC DNA sequence motifs and further characterized two additional ApiAP2 TFs, PfAP2-G and PfAP2-EXP, which bind unique DNA motifs (GTAC and TGCATGCA). We also interrogated the impact of DNA sequence and chromatin context on P. falciparum TF binding by integrating high-throughput in vitro and in vivo binding assays, DNA shape predictions, epigenetic post-translational modifications, and chromatin accessibility. We found that DNA sequence context minimally impacts binding site selection for paralogous CACACA-binding TFs, while chromatin accessibility, epigenetic patterns, co-factor recruitment, and dimerization correlate with differential binding. In contrast, GTGCAC-binding TFs prefer different DNA sequence context in addition to chromatin dynamics. Finally, we determined that TFs that preferentially bind divergent DNA motifs may bind overlapping genomic regions due to low-affinity binding to other sequence motifs. Our results demonstrate that TF binding site selection relies on a combination of DNA sequence and chromatin features, thereby contributing to the complexity of P. falciparum gene regulatory mechanisms.
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Affiliation(s)
- Victoria A Bonnell
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Eukaryotic Gene Regulation, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Malaria Research, University of Southern California, Los Angeles, CA 90089, USA
| | - Yuning Zhang
- Center for Genomic and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
- Department of Biostatistics and Bioinformatics, University of Southern California, Los Angeles, CA 90089, USA
- Program in Computational Biology and Bioinformatics, University of Southern California, Los Angeles, CA 90089, USA
| | - Alan S Brown
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Eukaryotic Gene Regulation, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Malaria Research, University of Southern California, Los Angeles, CA 90089, USA
| | - John Horton
- Center for Genomic and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
- Department of Biostatistics and Bioinformatics, University of Southern California, Los Angeles, CA 90089, USA
| | - Gabrielle A Josling
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Eukaryotic Gene Regulation, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Malaria Research, University of Southern California, Los Angeles, CA 90089, USA
| | - Tsu-Pei Chiu
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
| | - Remo Rohs
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089, USA
- Department of Physics and Astronomy, University of Southern California, Los Angeles, CA 90089, USA
- Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, CA 90089, USA
| | - Shaun Mahony
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Eukaryotic Gene Regulation, University of Southern California, Los Angeles, CA 90089, USA
| | - Raluca Gordân
- Center for Genomic and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
- Department of Biostatistics and Bioinformatics, University of Southern California, Los Angeles, CA 90089, USA
- Department of Computer Science, Durham, NC 27708, USA
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC 27708, USA
| | - Manuel Llinás
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Eukaryotic Gene Regulation, University of Southern California, Los Angeles, CA 90089, USA
- Huck Institutes Center for Malaria Research, University of Southern California, Los Angeles, CA 90089, USA
- Department of Chemistry, The Pennsylvania State University, University Park, PA 16802, USA
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2
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Chen H, Ryu J, Vinyard ME, Lerer A, Pinello L. SIMBA: single-cell embedding along with features. Nat Methods 2024; 21:1003-1013. [PMID: 37248389 PMCID: PMC11166568 DOI: 10.1038/s41592-023-01899-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 04/26/2023] [Indexed: 05/31/2023]
Abstract
Most current single-cell analysis pipelines are limited to cell embeddings and rely heavily on clustering, while lacking the ability to explicitly model interactions between different feature types. Furthermore, these methods are tailored to specific tasks, as distinct single-cell problems are formulated differently. To address these shortcomings, here we present SIMBA, a graph embedding method that jointly embeds single cells and their defining features, such as genes, chromatin-accessible regions and DNA sequences, into a common latent space. By leveraging the co-embedding of cells and features, SIMBA allows for the study of cellular heterogeneity, clustering-free marker discovery, gene regulation inference, batch effect removal and omics data integration. We show that SIMBA provides a single framework that allows diverse single-cell problems to be formulated in a unified way and thus simplifies the development of new analyses and extension to new single-cell modalities. SIMBA is implemented as a comprehensive Python library ( https://simba-bio.readthedocs.io ).
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Affiliation(s)
- Huidong Chen
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Jayoung Ryu
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Michael E Vinyard
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Adam Lerer
- Facebook AI Research, New York, NY, USA.
| | - Luca Pinello
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.
- Department of Pathology, Harvard Medical School, Boston, MA, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
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3
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Catela C, Assimacopoulos S, Chen Y, Tsioras K, Feng W, Kratsios P. The Iroquois ( Iro/Irx) homeobox genes are conserved Hox targets involved in motor neuron development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.30.596714. [PMID: 38853975 PMCID: PMC11160718 DOI: 10.1101/2024.05.30.596714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
The Iroquois (Iro/Irx) homeobox genes encode transcription factors with fundamental roles in animal development. Despite their link to various congenital conditions in humans, our understanding of Iro/Irx gene expression, function, and regulation remains incomplete. Here, we conducted a systematic expression analysis of all six mouse Irx genes in the embryonic spinal cord. We found five Irx genes (Irx1, Irx2, Irx3, Irx5, and Irx6) to be confined mostly to ventral spinal domains, offering new molecular markers for specific groups of post-mitotic motor neurons (MNs). Further, we engineered Irx2, Irx5, and Irx6 mouse mutants and uncovered essential but distinct roles for Irx2 and Irx6 in MN development. Last, we found that the highly conserved regulators of MN development across species, the HOX proteins, directly control Irx gene expression both in mouse and C. elegans MNs, critically expanding the repertoire of HOX target genes in the developing nervous system. Altogether, our study provides important insights into Iro/Irx expression and function in the developing spinal cord, and uncovers an ancient gene regulatory relationship between HOX and Iro/Irx genes.
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Affiliation(s)
- Catarina Catela
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Stavroula Assimacopoulos
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Yihan Chen
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Konstantinos Tsioras
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Weidong Feng
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
| | - Paschalis Kratsios
- Department of Neurobiology, University of Chicago, Chicago, IL, USA
- Neuroscience Institute, University of Chicago, Chicago, IL, USA
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4
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Bulger EA, McDevitt TC, Bruneau BG. CDX2 dose-dependently influences the gene regulatory network underlying human extraembryonic mesoderm development. Biol Open 2024; 13:bio060323. [PMID: 38451093 PMCID: PMC10979512 DOI: 10.1242/bio.060323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 02/28/2024] [Indexed: 03/08/2024] Open
Abstract
Loss of Cdx2 in vivo leads to stunted development of the allantois, an extraembryonic mesoderm-derived structure critical for nutrient delivery and waste removal in the early embryo. Here, we investigate how CDX2 dose-dependently influences the gene regulatory network underlying extraembryonic mesoderm development. By engineering human induced pluripotent stem cells (hiPSCs) consisting of wild-type (WT), heterozygous (CDX2-Het), and homozygous null CDX2 (CDX2-KO) genotypes, differentiating these cells in a 2D gastruloid model, and subjecting these cells to single-nucleus RNA and ATAC sequencing, we identify several pathways that are dose-dependently regulated by CDX2 including VEGF and non-canonical WNT. snATAC-seq reveals that CDX2-Het cells retain a WT-like chromatin accessibility profile, suggesting accessibility alone is not sufficient to drive this variability in gene expression. Because the loss of CDX2 or TBXT phenocopy one another in vivo, we compared differentially expressed genes in our CDX2-KO to those from TBXT-KO hiPSCs differentiated in an analogous experiment. This comparison identifies several communally misregulated genes that are critical for cytoskeletal integrity and tissue permeability. Together, these results clarify how CDX2 dose-dependently regulates gene expression in the extraembryonic mesoderm and reveal pathways that may underlie the defects in vascular development and allantoic elongation seen in vivo.
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Affiliation(s)
- Emily A. Bulger
- Gladstone Institute of Cardiovascular Disease, Gladstone Institutes, San Francisco, CA 94158, USA
- Developmental and Stem Cell Biology Graduate Program, University of California, San Francisco, CA, 94158, USA
| | - Todd C. McDevitt
- Gladstone Institute of Cardiovascular Disease, Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA, 94158, USA
| | - Benoit G. Bruneau
- Gladstone Institute of Cardiovascular Disease, Gladstone Institutes, San Francisco, CA 94158, USA
- Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, 94158, USA
- Department of Pediatrics, University of California, San Francisco, CA, 94158, USA
- Institute for Human Genetics, University of California, San Francisco, CA, 94158, USA
- Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco, CA, 94158, USA
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5
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Ritesh KC, de Boer RL, Lin M, Jeannotte L, Philippidou P. Multimodal Hox5 activity generates motor neuron diversity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.08.579338. [PMID: 38370781 PMCID: PMC10871347 DOI: 10.1101/2024.02.08.579338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Motor neurons (MNs) are the final output of circuits driving fundamental behaviors, such as respiration and locomotion. Hox proteins are essential in generating the MN diversity required for accomplishing these functions, but the transcriptional mechanisms that enable Hox paralogs to assign distinct MN subtype identities despite their promiscuous DNA binding motif are not well understood. Here we show that Hoxa5 controls chromatin accessibility in all mouse spinal cervical MN subtypes and engages TALE co-factors to directly bind and regulate subtype-specific genes. We identify a paralog-specific interaction of Hoxa5 with the phrenic MN-specific transcription factor Scip and show that heterologous expression of Hoxa5 and Scip is sufficient to suppress limb-innervating MN identity. We also demonstrate that phrenic MN identity is stable after Hoxa5 downregulation and identify Klf proteins as potential regulators of phrenic MN maintenance. Our data identify multiple modes of Hoxa5 action that converge to induce and maintain MN identity.
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Affiliation(s)
- K C Ritesh
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH, USA
| | - Raquel López de Boer
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH, USA
| | - Minshan Lin
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH, USA
| | - Lucie Jeannotte
- Department of Molecular Biology, Medical Biochemistry & Pathology, Université Laval, Centre Recherche sur le Cancer de l'Université Laval, Centre de recherche du CHU de Québec-Université Laval (Oncology), Québec, Canada
| | - Polyxeni Philippidou
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH, USA
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6
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Bulger EA, McDevitt TC, Bruneau BG. CDX2 dose-dependently influences the gene regulatory network underlying human extraembryonic mesoderm development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.25.577277. [PMID: 38328098 PMCID: PMC10849648 DOI: 10.1101/2024.01.25.577277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Proper regulation of gene dosage is critical for the development of the early embryo and the extraembryonic tissues that support it. Specifically, loss of Cdx2 in vivo leads to stunted development of the allantois, an extraembryonic mesoderm-derived structure critical for nutrient delivery and waste removal in the early embryo. In this study, we investigate how CDX2 dose-dependently influences the gene regulatory network underlying extraembryonic mesoderm development. We generate an allelic series for CDX2 in human induced pluripotent stem cells (hiPSCs) consisting of WT, heterozygous, and homozygous null CDX2 genotypes, differentiate these cells in a 2D gastruloid model, and subject these cells to multiomic single nucleus RNA and ATAC sequencing. We identify several genes that CDX2 dose-dependently regulate cytoskeletal integrity and adhesiveness in the extraembryonic mesoderm population, including regulators of the VEGF, canonical WNT, and non-canonical WNT signaling pathways. Despite these dose-dependent gene expression patterns, snATAC-seq reveals that heterozygous CDX2 expression is capable of inducing a WT-like chromatin accessibility profile, suggesting accessibility is not sufficient to drive gene expression when the CDX2 dosage is reduced. Finally, because the loss of CDX2 or TBXT phenocopy one another in vivo, we compare differentially expressed genes in our CDX2 knock-out model to those from TBXT knock-out hiPSCs differentiated in an analogous experiment. This comparison identifies several communally misregulated genes that are critical for cytoskeletal integrity and tissue permeability, including ANK3 and ANGPT1. Together, these results clarify how CDX2 dose-dependently regulates gene expression in the extraembryonic mesoderm and suggest these genes may underlie the defects in vascular development and allantoic elongation seen in the absence or reduction of CDX2 in vivo.
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Affiliation(s)
- Emily A. Bulger
- Gladstone Institutes, San Francisco, CA
- Developmental and Stem Cell Biology Graduate Program, University of California, San Francisco, CA
| | - Todd C. McDevitt
- Gladstone Institutes, San Francisco, CA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA
| | - Benoit G. Bruneau
- Gladstone Institutes, San Francisco, CA
- Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA
- Department of Pediatrics, University of California, San Francisco, CA, USA
- Institute for Human Genetics, University of California, San Francisco, CA
- Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California, San Francisco
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7
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Liu C, Xie Y, Chen X, Liu L, Liu C, Yin Z. BAF45D-binding to HOX genes was differentially targeted in H9-derived spinal cord neural stem cells. Sci Rep 2024; 14:29. [PMID: 38168763 PMCID: PMC10761701 DOI: 10.1038/s41598-023-50939-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 12/28/2023] [Indexed: 01/05/2024] Open
Abstract
Chromatin accessibility has been used to define how cells adopt region-specific neural fates. BAF45D is one of the subunits of a specialised chromatin remodelling BAF complex. It has been reported that BAF45D is expressed in spinal cord neural stem cells (NSCs) and regulates their fate specification. Within the developing vertebrate spinal cord, HOX genes exhibit spatially restricted expression patterns. However, the chromatin accessibility of BAF45D binding HOX genes in spinal cord NSCs is unclear. In the present study, we found that in H9-derived spinal cord NSCs, BAF45D targets TBX6, a gene that regulates spinal cord neural mesodermal progenitors. Furthermore, BAF45D binding to the NES gene is much more enriched in H9-derived spinal cord NSCs chromatin compared to ESCs chromatin. In addition, BAF45D binding to anterior and trunk/central HOX genes, but not to lumbosacral HOX genes, was much more enriched in NSCs chromatin compared to ESCs chromatin. These results may shed new light on the role of BAF45D in regulating region-specific spinal cord NSCs by targeting HOX genes.
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Affiliation(s)
- Chang Liu
- Department of Orthopedics, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Yuxin Xie
- Department of Histology and Embryology, Institute of Stem Cell and Tissue Engineering, School of Basic Medical Sciences, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xueying Chen
- Department of Histology and Embryology, Institute of Stem Cell and Tissue Engineering, School of Basic Medical Sciences, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Lihua Liu
- Institute of Clinical Pharmacology, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Chao Liu
- Department of Histology and Embryology, Institute of Stem Cell and Tissue Engineering, School of Basic Medical Sciences, Anhui Medical University, Hefei, 230032, Anhui, China.
| | - Zongsheng Yin
- Department of Orthopedics, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.
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8
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Miller A, Dasen JS. Establishing and maintaining Hox profiles during spinal cord development. Semin Cell Dev Biol 2024; 152-153:44-57. [PMID: 37029058 PMCID: PMC10524138 DOI: 10.1016/j.semcdb.2023.03.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/18/2023] [Accepted: 03/30/2023] [Indexed: 04/09/2023]
Abstract
The chromosomally-arrayed Hox gene family plays central roles in embryonic patterning and the specification of cell identities throughout the animal kingdom. In vertebrates, the relatively large number of Hox genes and pervasive expression throughout the body has hindered understanding of their biological roles during differentiation. Studies on the subtype diversification of spinal motor neurons (MNs) have provided a tractable system to explore the function of Hox genes during differentiation, and have provided an entry point to explore how neuronal fate determinants contribute to motor circuit assembly. Recent work, using both in vitro and in vivo models of MN subtype differentiation, have revealed how patterning morphogens and regulation of chromatin structure determine cell-type specific programs of gene expression. These studies have not only shed light on basic mechanisms of rostrocaudal patterning in vertebrates, but also have illuminated mechanistic principles of gene regulation that likely operate in the development and maintenance of terminal fates in other systems.
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Affiliation(s)
- Alexander Miller
- NYU Neuroscience Institute and Developmental Genetics Programs, Department of Neuroscience and Physiology, NYU School of Medicine, New York, NY 10016, USA.
| | - Jeremy S Dasen
- NYU Neuroscience Institute and Developmental Genetics Programs, Department of Neuroscience and Physiology, NYU School of Medicine, New York, NY 10016, USA.
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9
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Arora S, Yang J, Akiyama T, James DQ, Morrissey A, Blanda TR, Badjatia N, Lai WK, Ko MS, Pugh BF, Mahony S. Joint sequence & chromatin neural networks characterize the differential abilities of Forkhead transcription factors to engage inaccessible chromatin. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.06.561228. [PMID: 37873361 PMCID: PMC10592618 DOI: 10.1101/2023.10.06.561228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
The DNA-binding activities of transcription factors (TFs) are influenced by both intrinsic sequence preferences and extrinsic interactions with cell-specific chromatin landscapes and other regulatory proteins. Disentangling the roles of these binding determinants remains challenging. For example, the FoxA subfamily of Forkhead domain (Fox) TFs are known pioneer factors that can bind to relatively inaccessible sites during development. Yet FoxA TF binding also varies across cell types, pointing to a combination of intrinsic and extrinsic forces guiding their binding. While other Forkhead domain TFs are often assumed to have pioneering abilities, how sequence and chromatin features influence the binding of related Fox TFs has not been systematically characterized. Here, we present a principled approach to compare the relative contributions of intrinsic DNA sequence preference and cell-specific chromatin environments to a TF's DNA-binding activities. We apply our approach to investigate how a selection of Fox TFs (FoxA1, FoxC1, FoxG1, FoxL2, and FoxP3) vary in their binding specificity. We over-express the selected Fox TFs in mouse embryonic stem cells, which offer a platform to contrast each TF's binding activity within the same preexisting chromatin background. By applying a convolutional neural network to interpret the Fox TF binding patterns, we evaluate how sequence and preexisting chromatin features jointly contribute to induced TF binding. We demonstrate that Fox TFs bind different DNA targets, and drive differential gene expression patterns, even when induced in identical chromatin settings. Despite the association between Forkhead domains and pioneering activities, the selected Fox TFs display a wide range of affinities for preexiting chromatin states. Using sequence and chromatin feature attribution techniques to interpret the neural network predictions, we show that differential sequence preferences combined with differential abilities to engage relatively inaccessible chromatin together explain Fox TF binding patterns at individual sites and genome-wide.
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Affiliation(s)
- Sonny Arora
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - Jianyu Yang
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - Tomohiko Akiyama
- Department of Systems Medicine, Keio University School of Medicine, Tokyo, Japan
- Current address: School of Medicine, Yokohama City University, Japan
| | - Daniela Q. James
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - Alexis Morrissey
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - Thomas R. Blanda
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - Nitika Badjatia
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
| | - William K.M. Lai
- Department of Molecular Biology and Genetics, Cornell University, NY, USA
| | - Minoru S.H. Ko
- Department of Systems Medicine, Keio University School of Medicine, Tokyo, Japan
| | - B. Franklin Pugh
- Department of Molecular Biology and Genetics, Cornell University, NY, USA
| | - Shaun Mahony
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Penn State University, University Park, PA, USA
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10
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Leclerc K, Remark LH, Ramsukh M, Josephson AM, Palma L, Parente PEL, Sambon M, Lee S, Lopez EM, Morgani SM, Leucht P. Hox genes are crucial regulators of periosteal stem cell identity. Development 2023; 150:dev201391. [PMID: 36912250 PMCID: PMC10112919 DOI: 10.1242/dev.201391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 02/20/2023] [Indexed: 03/14/2023]
Abstract
Periosteal stem and progenitor cells (PSPCs) are major contributors to bone maintenance and repair. Deciphering the molecular mechanisms that regulate their function is crucial for the successful generation and application of future therapeutics. Here, we pinpoint Hox transcription factors as necessary and sufficient for periosteal stem cell function. Hox genes are transcriptionally enriched in periosteal stem cells and their overexpression in more committed progenitors drives reprogramming to a naïve, self-renewing stem cell-like state. Crucially, individual Hox family members are expressed in a location-specific manner and their stem cell-promoting activity is only observed when the Hox gene is matched to the anatomical origin of the PSPC, demonstrating a role for the embryonic Hox code in adult stem cells. Finally, we demonstrate that Hoxa10 overexpression partially restores the age-related decline in fracture repair. Together, our data highlight the importance of Hox genes as key regulators of PSPC identity in skeletal homeostasis and repair.
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Affiliation(s)
- Kevin Leclerc
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Lindsey H. Remark
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
- Department of Cell Biology, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Malissa Ramsukh
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Anne Marie Josephson
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
- Department of Cell Biology, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Laura Palma
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Paulo E. L. Parente
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Margaux Sambon
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Sooyeon Lee
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
- Institute of Comparative Molecular Endocrinology, Ulm University, Ulm 89081, Germany
| | - Emma Muiños Lopez
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
- Cell Therapy Area, Clínica Universidad de Navarra, Pamplona 31008, Spain
| | - Sophie M. Morgani
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
| | - Philipp Leucht
- Department of Orthopedic Surgery, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
- Department of Cell Biology, NYU Robert I. Grossman School of Medicine, New York, NY 10016, USA
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11
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Abstract
Hox genes encode evolutionarily conserved transcription factors that are essential for the proper development of bilaterian organisms. Hox genes are unique because they are spatially and temporally regulated during development in a manner that is dictated by their tightly linked genomic organization. Although their genetic function during embryonic development has been interrogated, less is known about how these transcription factors regulate downstream genes to direct morphogenetic events. Moreover, the continued expression and function of Hox genes at postnatal and adult stages highlights crucial roles for these genes throughout the life of an organism. Here, we provide an overview of Hox genes, highlighting their evolutionary history, their unique genomic organization and how this impacts the regulation of their expression, what is known about their protein structure, and their deployment in development and beyond.
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Affiliation(s)
- Katharine A. Hubert
- Program in Genetics, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
| | - Deneen M. Wellik
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Madison, WI 53705, USA
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12
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Elder N, Fattahi F, McDevitt TC, Zholudeva LV. Diseased, differentiated and difficult: Strategies for improved engineering of in vitro neurological systems. Front Cell Neurosci 2022; 16:962103. [PMID: 36238834 PMCID: PMC9550918 DOI: 10.3389/fncel.2022.962103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/22/2022] [Indexed: 12/01/2022] Open
Abstract
The rapidly growing field of cellular engineering is enabling scientists to more effectively create in vitro models of disease and develop specific cell types that can be used to repair damaged tissue. In particular, the engineering of neurons and other components of the nervous system is at the forefront of this field. The methods used to engineer neural cells can be largely divided into systems that undergo directed differentiation through exogenous stimulation (i.e., via small molecules, arguably following developmental pathways) and those that undergo induced differentiation via protein overexpression (i.e., genetically induced and activated; arguably bypassing developmental pathways). Here, we highlight the differences between directed differentiation and induced differentiation strategies, how they can complement one another to generate specific cell phenotypes, and impacts of each strategy on downstream applications. Continued research in this nascent field will lead to the development of improved models of neurological circuits and novel treatments for those living with neurological injury and disease.
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Affiliation(s)
- Nicholas Elder
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, United States
- Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, United States
- Gladstone Institutes, San Francisco, CA, United States
| | - Faranak Fattahi
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, United States
- Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California, San Francisco, San Francisco, CA, United States
| | - Todd C. McDevitt
- Gladstone Institutes, San Francisco, CA, United States
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, United States
- Sana Biotechnology, Inc., South San Francisco, CA, United States
| | - Lyandysha V. Zholudeva
- Gladstone Institutes, San Francisco, CA, United States
- *Correspondence: Lyandysha V. Zholudeva,
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13
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Pinglay S, Bulajić M, Rahe DP, Huang E, Brosh R, Mamrak NE, King BR, German S, Cadley JA, Rieber L, Easo N, Lionnet T, Mahony S, Maurano MT, Holt LJ, Mazzoni EO, Boeke JD. Synthetic regulatory reconstitution reveals principles of mammalian Hox cluster regulation. Science 2022; 377:eabk2820. [PMID: 35771912 PMCID: PMC9648154 DOI: 10.1126/science.abk2820] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Precise Hox gene expression is crucial for embryonic patterning. Intra-Hox transcription factor binding and distal enhancer elements have emerged as the major regulatory modules controlling Hox gene expression. However, quantifying their relative contributions has remained elusive. Here, we introduce "synthetic regulatory reconstitution," a conceptual framework for studying gene regulation, and apply it to the HoxA cluster. We synthesized and delivered variant rat HoxA clusters (130 to 170 kilobases) to an ectopic location in the mouse genome. We found that a minimal HoxA cluster recapitulated correct patterns of chromatin remodeling and transcription in response to patterning signals, whereas the addition of distal enhancers was needed for full transcriptional output. Synthetic regulatory reconstitution could provide a generalizable strategy for deciphering the regulatory logic of gene expression in complex genomes.
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Affiliation(s)
- Sudarshan Pinglay
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Milica Bulajić
- Department of Biology, New York University, New York, NY 10003, USA
| | - Dylan P. Rahe
- Department of Biology, New York University, New York, NY 10003, USA
| | - Emily Huang
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Ran Brosh
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Nicholas E. Mamrak
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Benjamin R. King
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Sergei German
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - John A. Cadley
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Lila Rieber
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, PA 16802, USA
| | - Nicole Easo
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
| | - Timothée Lionnet
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
- Department of Cell Biology, NYU Langone Health, New York, NY 10016, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Shaun Mahony
- Center for Eukaryotic Gene Regulation, Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park, PA 16802, USA
| | - Matthew T. Maurano
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
- Department of Pathology, NYU Langone Health, New York, NY 10016, USA
| | - Liam J. Holt
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY 11201, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | | | - Jef D. Boeke
- Institute for Systems Genetics, NYU Langone Health, New York, NY 10016, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY 11201, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
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14
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Singh NP, Krumlauf R. Diversification and Functional Evolution of HOX Proteins. Front Cell Dev Biol 2022; 10:798812. [PMID: 35646905 PMCID: PMC9136108 DOI: 10.3389/fcell.2022.798812] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 04/08/2022] [Indexed: 01/07/2023] Open
Abstract
Gene duplication and divergence is a major contributor to the generation of morphological diversity and the emergence of novel features in vertebrates during evolution. The availability of sequenced genomes has facilitated our understanding of the evolution of genes and regulatory elements. However, progress in understanding conservation and divergence in the function of proteins has been slow and mainly assessed by comparing protein sequences in combination with in vitro analyses. These approaches help to classify proteins into different families and sub-families, such as distinct types of transcription factors, but how protein function varies within a gene family is less well understood. Some studies have explored the functional evolution of closely related proteins and important insights have begun to emerge. In this review, we will provide a general overview of gene duplication and functional divergence and then focus on the functional evolution of HOX proteins to illustrate evolutionary changes underlying diversification and their role in animal evolution.
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Affiliation(s)
| | - Robb Krumlauf
- Stowers Institute for Medical Research, Kansas City, MO, United States
- Department of Anatomy and Cell Biology, Kansas University Medical Center, Kansas City, KS, United States
- *Correspondence: Robb Krumlauf,
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15
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Catela C, Chen Y, Weng Y, Wen K, Kratsios P. Control of spinal motor neuron terminal differentiation through sustained Hoxc8 gene activity. eLife 2022; 11:70766. [PMID: 35315772 PMCID: PMC8940177 DOI: 10.7554/elife.70766] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 03/12/2022] [Indexed: 12/30/2022] Open
Abstract
Spinal motor neurons (MNs) constitute cellular substrates for several movement disorders. Although their early development has received much attention, how spinal MNs become and remain terminally differentiated is poorly understood. Here, we determined the transcriptome of mouse MNs located at the brachial domain of the spinal cord at embryonic and postnatal stages. We identified novel transcription factors (TFs) and terminal differentiation genes (e.g. ion channels, neurotransmitter receptors, adhesion molecules) with continuous expression in MNs. Interestingly, genes encoding homeodomain TFs (e.g. HOX, LIM), previously implicated in early MN development, continue to be expressed postnatally, suggesting later functions. To test this idea, we inactivated Hoxc8 at successive stages of mouse MN development and observed motor deficits. Our in vivo findings suggest that Hoxc8 is not only required to establish, but also maintain expression of several MN terminal differentiation markers. Data from in vitro generated MNs indicate Hoxc8 acts directly and is sufficient to induce expression of terminal differentiation genes. Our findings dovetail recent observations in Caenorhabditis elegans MNs, pointing toward an evolutionarily conserved role for Hox in neuronal terminal differentiation.
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Affiliation(s)
- Catarina Catela
- Department of Neurobiology, University of Chicago, Chicago, United States.,University of Chicago Neuroscience Institute, Chicago, United States
| | - Yihan Chen
- Department of Neurobiology, University of Chicago, Chicago, United States.,University of Chicago Neuroscience Institute, Chicago, United States
| | - Yifei Weng
- Department of Neurobiology, University of Chicago, Chicago, United States.,University of Chicago Neuroscience Institute, Chicago, United States
| | - Kailong Wen
- Department of Neurobiology, University of Chicago, Chicago, United States.,University of Chicago Neuroscience Institute, Chicago, United States
| | - Paschalis Kratsios
- Department of Neurobiology, University of Chicago, Chicago, United States.,University of Chicago Neuroscience Institute, Chicago, United States
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16
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Garipler G, Lu C, Morrissey A, Lopez-Zepeda LS, Pei Y, Vidal SE, Zen Petisco Fiore AP, Aydin B, Stadtfeld M, Ohler U, Mahony S, Sanjana NE, Mazzoni EO. The BTB transcription factors ZBTB11 and ZFP131 maintain pluripotency by repressing pro-differentiation genes. Cell Rep 2022; 38:110524. [PMID: 35294876 PMCID: PMC8972945 DOI: 10.1016/j.celrep.2022.110524] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 10/21/2021] [Accepted: 02/22/2022] [Indexed: 12/15/2022] Open
Abstract
In pluripotent cells, a delicate activation-repression balance maintains pro-differentiation genes ready for rapid activation. The identity of transcription factors (TFs) that specifically repress pro-differentiation genes remains obscure. By targeting ∼1,700 TFs with CRISPR loss-of-function screen, we found that ZBTB11 and ZFP131 are required for embryonic stem cell (ESC) pluripotency. ESCs without ZBTB11 or ZFP131 lose colony morphology, reduce proliferation rate, and upregulate transcription of genes associated with three germ layers. ZBTB11 and ZFP131 bind proximally to pro-differentiation genes. ZBTB11 or ZFP131 loss leads to an increase in H3K4me3, negative elongation factor (NELF) complex release, and concomitant transcription at associated genes. Together, our results suggest that ZBTB11 and ZFP131 maintain pluripotency by preventing premature expression of pro-differentiation genes and present a generalizable framework to maintain cellular potency.
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Affiliation(s)
- Görkem Garipler
- Department of Biology, New York University, New York, NY 10003, USA
| | - Congyi Lu
- Department of Biology, New York University, New York, NY 10003, USA; New York Genome Center, New York, NY 10013, USA
| | - Alexis Morrissey
- Center for Eukaryotic Gene Regulation, The Pennsylvania State University, University Park, PA 16802, USA
| | - Lorena S Lopez-Zepeda
- Department of Biology, Humboldt Universität zu Berlin, Berlin 10117, Germany; Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine, Berlin 13125, Germany
| | - Yingzhen Pei
- Department of Biology, New York University, New York, NY 10003, USA
| | - Simon E Vidal
- Sanford I Weill Department of Medicine, Division of Regenerative Medicine, Weill Cornell Medicine, New York, NY 10021, USA
| | | | - Begüm Aydin
- Department of Biology, New York University, New York, NY 10003, USA
| | - Matthias Stadtfeld
- Sanford I Weill Department of Medicine, Division of Regenerative Medicine, Weill Cornell Medicine, New York, NY 10021, USA
| | - Uwe Ohler
- Department of Biology, Humboldt Universität zu Berlin, Berlin 10117, Germany; Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine, Berlin 13125, Germany
| | - Shaun Mahony
- Center for Eukaryotic Gene Regulation, The Pennsylvania State University, University Park, PA 16802, USA
| | - Neville E Sanjana
- Department of Biology, New York University, New York, NY 10003, USA; New York Genome Center, New York, NY 10013, USA.
| | - Esteban O Mazzoni
- Department of Biology, New York University, New York, NY 10003, USA.
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17
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Needham J, Metzis V. Heads or tails: Making the spinal cord. Dev Biol 2022; 485:80-92. [DOI: 10.1016/j.ydbio.2022.03.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 12/15/2021] [Accepted: 03/02/2022] [Indexed: 12/14/2022]
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18
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Buffry AD, McGregor AP. Micromanagement of Drosophila Post-Embryonic Development by Hox Genes. J Dev Biol 2022; 10:jdb10010013. [PMID: 35225966 PMCID: PMC8883937 DOI: 10.3390/jdb10010013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 02/06/2022] [Accepted: 02/11/2022] [Indexed: 01/27/2023] Open
Abstract
Hox genes function early in development to determine regional identity in animals. Consequently, the loss or gain of Hox gene expression can change this identity and cause homeotic transformations. Over 20 years ago, it was observed that the role of Hox genes in patterning animal body plans involves the fine-scale regulation of cell fate and identity during development, playing the role of ‘micromanagers’ as proposed by Michael Akam in key perspective papers. Therefore, as well as specifying where structures develop on animal bodies, Hox genes can help to precisely sculpt their morphology. Here, we review work that has provided important insights about the roles of Hox genes in influencing cell fate during post-embryonic development in Drosophila to regulate fine-scale patterning and morphology. We also explore how this is achieved through the regulation of Hox genes, specific co-factors and their complex regulation of hundreds of target genes. We argue that further investigating the regulation and roles of Hox genes in Drosophila post-embryonic development has great potential for understanding gene regulation, cell fate and phenotypic differentiation more generally.
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19
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Transcriptional Regulation and Implications for Controlling Hox Gene Expression. J Dev Biol 2022; 10:jdb10010004. [PMID: 35076545 PMCID: PMC8788451 DOI: 10.3390/jdb10010004] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 01/04/2022] [Accepted: 01/06/2022] [Indexed: 02/06/2023] Open
Abstract
Hox genes play key roles in axial patterning and regulating the regional identity of cells and tissues in a wide variety of animals from invertebrates to vertebrates. Nested domains of Hox expression generate a combinatorial code that provides a molecular framework for specifying the properties of tissues along the A–P axis. Hence, it is important to understand the regulatory mechanisms that coordinately control the precise patterns of the transcription of clustered Hox genes required for their roles in development. New insights are emerging about the dynamics and molecular mechanisms governing transcriptional regulation, and there is interest in understanding how these may play a role in contributing to the regulation of the expression of the clustered Hox genes. In this review, we summarize some of the recent findings, ideas and emerging mechanisms underlying the regulation of transcription in general and consider how they may be relevant to understanding the transcriptional regulation of Hox genes.
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20
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Sawai A, Pfennig S, Bulajić M, Miller A, Khodadadi-Jamayran A, Mazzoni EO, Dasen JS. PRC1 sustains the integrity of neural fate in the absence of PRC2 function. eLife 2022; 11:e72769. [PMID: 34994686 PMCID: PMC8765755 DOI: 10.7554/elife.72769] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 01/06/2022] [Indexed: 12/13/2022] Open
Abstract
Polycomb repressive complexes (PRCs) 1 and 2 maintain stable cellular memories of early fate decisions by establishing heritable patterns of gene repression. PRCs repress transcription through histone modifications and chromatin compaction, but their roles in neuronal subtype diversification are poorly defined. We found that PRC1 is essential for the specification of segmentally restricted spinal motor neuron (MN) subtypes, while PRC2 activity is dispensable to maintain MN positional identities during terminal differentiation. Mutation of the core PRC1 component Ring1 in mice leads to increased chromatin accessibility and ectopic expression of a broad variety of fates determinants, including Hox transcription factors, while neuronal class-specific features are maintained. Loss of MN subtype identities in Ring1 mutants is due to the suppression of Hox-dependent specification programs by derepressed Hox13 paralogs (Hoxa13, Hoxb13, Hoxc13, Hoxd13). These results indicate that PRC1 can function in the absence of de novo PRC2-dependent histone methylation to maintain chromatin topology and postmitotic neuronal fate.
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Affiliation(s)
- Ayana Sawai
- Neuroscience Institute, Department of Neuroscience and Physiology, NYU School of MedicineNew YorkUnited States
| | - Sarah Pfennig
- Neuroscience Institute, Department of Neuroscience and Physiology, NYU School of MedicineNew YorkUnited States
| | - Milica Bulajić
- Department of Biology, New York UniversityNew YorkUnited States
| | - Alexander Miller
- Neuroscience Institute, Department of Neuroscience and Physiology, NYU School of MedicineNew YorkUnited States
| | - Alireza Khodadadi-Jamayran
- Applied Bioinformatics Laboratories, Office of Science and Research, NYU School of MedcineNew YorkUnited States
| | | | - Jeremy S Dasen
- Neuroscience Institute, Department of Neuroscience and Physiology, NYU School of MedicineNew YorkUnited States
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21
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Cain B, Gebelein B. Mechanisms Underlying Hox-Mediated Transcriptional Outcomes. Front Cell Dev Biol 2021; 9:787339. [PMID: 34869389 PMCID: PMC8635045 DOI: 10.3389/fcell.2021.787339] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 10/28/2021] [Indexed: 11/13/2022] Open
Abstract
Metazoans differentially express multiple Hox transcription factors to specify diverse cell fates along the developing anterior-posterior axis. Two challenges arise when trying to understand how the Hox transcription factors regulate the required target genes for morphogenesis: First, how does each Hox factor differ from one another to accurately activate and repress target genes required for the formation of distinct segment and regional identities? Second, how can a Hox factor that is broadly expressed in many tissues within a segment impact the development of specific organs by regulating target genes in a cell type-specific manner? In this review, we highlight how recent genomic, interactome, and cis-regulatory studies are providing new insights into answering these two questions. Collectively, these studies suggest that Hox factors may differentially modify the chromatin of gene targets as well as utilize numerous interactions with additional co-activators, co-repressors, and sequence-specific transcription factors to achieve accurate segment and cell type-specific transcriptional outcomes.
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Affiliation(s)
- Brittany Cain
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Brian Gebelein
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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22
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Loker R, Sanner JE, Mann RS. Cell-type-specific Hox regulatory strategies orchestrate tissue identity. Curr Biol 2021; 31:4246-4255.e4. [PMID: 34358443 PMCID: PMC8511240 DOI: 10.1016/j.cub.2021.07.030] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 06/17/2021] [Accepted: 07/13/2021] [Indexed: 01/25/2023]
Abstract
Hox proteins are homeodomain transcription factors that diversify serially homologous segments along the animal body axis, as revealed by the classic bithorax phenotype of Drosophila melanogaster, in which mutations in Ultrabithorax (Ubx) transform the third thoracic segment into the likeness of the second thoracic segment. To specify segment identity, we show that Ubx both increases and decreases chromatin accessibility, coinciding with its dual role as both an activator and repressor of transcription. However, the choice of transcriptional activity executed by Ubx is spatially regulated and depends on the availability of cofactors, with Ubx acting as a repressor in some populations and as an activator in others. Ubx-mediated changes to chromatin accessibility positively and negatively affect the binding of Scalloped (Sd), a transcription factor that is required for appendage development in both segments. These findings illustrate how a single Hox protein can modify complex gene regulatory networks to transform the identity of an entire tissue.
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Affiliation(s)
- Ryan Loker
- Department of Genetics and Development, Columbia University Irving Medical Center, New York, NY, USA; Department of Biochemistry and Molecular Biophysics, Columbia University Irving Medical Center, New York, NY, USA; Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA
| | - Jordyn E Sanner
- Department of Biochemistry and Molecular Biophysics, Columbia University Irving Medical Center, New York, NY, USA; Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA
| | - Richard S Mann
- Department of Biochemistry and Molecular Biophysics, Columbia University Irving Medical Center, New York, NY, USA; Department of Neuroscience, Columbia University Irving Medical Center, New York, NY, USA; Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA; Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA.
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23
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Bolt CC, Lopez-Delisle L, Mascrez B, Duboule D. Mesomelic dysplasias associated with the HOXD locus are caused by regulatory reallocations. Nat Commun 2021; 12:5013. [PMID: 34408147 PMCID: PMC8373931 DOI: 10.1038/s41467-021-25330-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 08/05/2021] [Indexed: 02/07/2023] Open
Abstract
Human families with chromosomal rearrangements at 2q31, where the human HOXD locus maps, display mesomelic dysplasia, a severe shortening and bending of the limb. In mice, the dominant Ulnaless inversion of the HoxD cluster produces a similar phenotype suggesting the same origin for these malformations in humans and mice. Here we engineer 1 Mb inversion including the HoxD gene cluster, which positioned Hoxd13 close to proximal limb enhancers. Using this model, we show that these enhancers contact and activate Hoxd13 in proximal cells, inducing the formation of mesomelic dysplasia. We show that a secondary Hoxd13 null mutation in-cis with the inversion completely rescues the alterations, demonstrating that ectopic HOXD13 is directly responsible for this bone anomaly. Single-cell expression analysis and evaluation of HOXD13 binding sites suggests that the phenotype arises primarily by acting through genes normally controlled by HOXD13 in distal limb cells. Altogether, these results provide a conceptual and mechanistic framework to understand and unify the molecular origins of human mesomelic dysplasia associated with 2q31.
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MESH Headings
- Abnormalities, Multiple/embryology
- Abnormalities, Multiple/genetics
- Abnormalities, Multiple/metabolism
- Animals
- Bone Diseases, Developmental/embryology
- Bone Diseases, Developmental/genetics
- Bone Diseases, Developmental/metabolism
- Disease Models, Animal
- Female
- Gene Deletion
- Homeodomain Proteins/genetics
- Homeodomain Proteins/metabolism
- Humans
- Limb Deformities, Congenital/embryology
- Limb Deformities, Congenital/genetics
- Limb Deformities, Congenital/metabolism
- Loss of Function Mutation
- Male
- Mice, Inbred C57BL
- Multigene Family
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Mice
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Affiliation(s)
- Christopher Chase Bolt
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
| | - Lucille Lopez-Delisle
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Bénédicte Mascrez
- Department of Genetics and Evolution, University of Geneva, Geneva, Switzerland
| | - Denis Duboule
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
- Department of Genetics and Evolution, University of Geneva, Geneva, Switzerland.
- Collège de France, Paris, France.
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24
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Ye Z, Braden CR, Wills A, Kimelman D. Identification of in vivo Hox13-binding sites reveals an essential locus controlling zebrafish brachyury expression. Development 2021; 148:268973. [PMID: 34061173 DOI: 10.1242/dev.199408] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 04/19/2021] [Indexed: 12/19/2022]
Abstract
During early embryogenesis, the vertebrate embryo extends from anterior to posterior because of the progressive addition of cells from a posteriorly localized neuromesodermal progenitor (NMp) population. An autoregulatory loop between Wnt and Brachyury/Tbxt is required for NMps to retain mesodermal potential and, hence, normal axis development. We recently showed that Hox13 genes help to support body axis formation and to maintain the autoregulatory loop, although the direct Hox13 target genes were unknown. Here, using a new method for identifying in vivo transcription factor-binding sites, we identified more than 500 potential Hox13 target genes in zebrafish. Importantly, we found two highly conserved Hox13-binding elements far from the tbxta transcription start site that also contain a conserved Tcf7/Lef1 (Wnt response) site. We show that the proximal of the two elements is sufficient to confer somitogenesis-stage expression to a tbxta promoter that, on its own, only drives NMp expression during gastrulation. Importantly, elimination of this proximal element produces shortened embryos due to aberrant formation of the most posterior somites. Our study provides a potential direct connection between Hox13 and regulation of the Wnt/Brachyury loop.
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Affiliation(s)
- Zhi Ye
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - Christopher R Braden
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - Andrea Wills
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
| | - David Kimelman
- Department of Biochemistry, University of Washington, Seattle, WA 98195-7350, USA
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25
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Abstract
The HOXC10 gene, a member of the HOX genes family, plays crucial roles in mammalian physiological processes, such as limb morphological development, limb regeneration, and lumbar motor neuron differentiation. HOXC10 is also associated with angiogenesis, fat metabolism, and sex regulation. Additional evidence suggests that HOXC10 dysregulation is closely associated with various tumors. HOXC10 is an important transcription factor that can activate several oncogenic pathways by regulating various target molecules such as ERK, AKT, p65, and epithelial mesenchymal transition-related genes. HOXC10 also induces drug resistance in cancers by promoting the DNA repair pathway. In this review, we summarize HOXC10 gene structure and expression as well as the role of HOXC10 in different human cancer processes. This review will provide insight into the status of HOXC10 research and help identify novel targets for cancer therapy.
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Affiliation(s)
- Jinyong Fang
- Department of Science and Education, Jinhua Guangfu Oncology Hospital, Jinhua, China
| | - Jianjun Wang
- Department of Gastroenterological Surgery, Jinhua Guangfu Oncology Hospital, Jinhua, China
| | - Liangliang Yu
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Medical School of Zhejiang University, Hangzhou, China
| | - Wenxia Xu
- Central Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
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Kulik M, Bothe M, Kibar G, Fuchs A, Schöne S, Prekovic S, Mayayo-Peralta I, Chung HR, Zwart W, Helsen C, Claessens F, Meijsing SH. Androgen and glucocorticoid receptor direct distinct transcriptional programs by receptor-specific and shared DNA binding sites. Nucleic Acids Res 2021; 49:3856-3875. [PMID: 33751115 PMCID: PMC8053126 DOI: 10.1093/nar/gkab185] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 02/16/2021] [Accepted: 03/12/2021] [Indexed: 12/22/2022] Open
Abstract
The glucocorticoid (GR) and androgen (AR) receptors execute unique functions in vivo, yet have nearly identical DNA binding specificities. To identify mechanisms that facilitate functional diversification among these transcription factor paralogs, we studied them in an equivalent cellular context. Analysis of chromatin and sequence suggest that divergent binding, and corresponding gene regulation, are driven by different abilities of AR and GR to interact with relatively inaccessible chromatin. Divergent genomic binding patterns can also be the result of subtle differences in DNA binding preference between AR and GR. Furthermore, the sequence composition of large regions (>10 kb) surrounding selectively occupied binding sites differs significantly, indicating a role for the sequence environment in guiding AR and GR to distinct binding sites. The comparison of binding sites that are shared shows that the specificity paradox can also be resolved by differences in the events that occur downstream of receptor binding. Specifically, shared binding sites display receptor-specific enhancer activity, cofactor recruitment and changes in histone modifications. Genomic deletion of shared binding sites demonstrates their contribution to directing receptor-specific gene regulation. Together, these data suggest that differences in genomic occupancy as well as divergence in the events that occur downstream of receptor binding direct functional diversification among transcription factor paralogs.
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Affiliation(s)
- Marina Kulik
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
| | - Melissa Bothe
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
| | - Gözde Kibar
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
| | - Alisa Fuchs
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
| | - Stefanie Schöne
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
| | - Stefan Prekovic
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Isabel Mayayo-Peralta
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ho-Ryun Chung
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
- Institute for Medical Bioinformatics and Biostatistics, Philipps University of Marburg, 35037, Marburg, Germany
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode Institute, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Christine Helsen
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Frank Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Sebastiaan H Meijsing
- Max Planck Institute for Molecular Genetics, Ihnestraße 63–73, 14195 Berlin, Germany
- Max Planck Unit for the Science of Pathogens, D-10117 Berlin, Germany
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27
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Genome-Wide Binding Analyses of HOXB1 Revealed a Novel DNA Binding Motif Associated with Gene Repression. J Dev Biol 2021; 9:jdb9010006. [PMID: 33546292 PMCID: PMC7931043 DOI: 10.3390/jdb9010006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 01/26/2021] [Accepted: 01/28/2021] [Indexed: 12/23/2022] Open
Abstract
Knowledge of the diverse DNA binding specificities of transcription factors is important for understanding their specific regulatory functions in animal development and evolution. We have examined the genome-wide binding properties of the mouse HOXB1 protein in embryonic stem cells differentiated into neural fates. Unexpectedly, only a small number of HOXB1 bound regions (7%) correlate with binding of the known HOX cofactors PBX and MEIS. In contrast, 22% of the HOXB1 binding peaks display co-occupancy with the transcriptional repressor REST. Analyses revealed that co-binding of HOXB1 with PBX correlates with active histone marks and high levels of expression, while co-occupancy with REST correlates with repressive histone marks and repression of the target genes. Analysis of HOXB1 bound regions uncovered enrichment of a novel 15 base pair HOXB1 binding motif HB1RE (HOXB1 response element). In vitro template binding assays showed that HOXB1, PBX1, and MEIS can bind to this motif. In vivo, this motif is sufficient for direct expression of a reporter gene and over-expression of HOXB1 selectively represses this activity. Our analyses suggest that HOXB1 has evolved an association with REST in gene regulation and the novel HB1RE motif contributes to HOXB1 function in part through a repressive role in gene expression.
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28
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The people behind the papers - Milica Bulajić, Divyanshi Srivastava, Esteban Mazzoni and Shaun Mahony. Development 2020; 147:147/22/dev197715. [PMID: 33229433 DOI: 10.1242/dev.197715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Hox genes instruct positional identity along the anterior-posterior axis of the animal body. A new paper in Development addresses the question of how similar Hox genes can define diverse cell fates, using mouse motor neurons as a model. To hear more about the work, we caught up with the paper's two first authors, PhD students Milica Bulajić and Divyanshi Srivastava, and their respective supervisors Esteban Mazzoni (Associate Professor of Biology at New York University, USA) and Shaun Mahony (Assistant Professor of Biochemistry & Molecular Biology at Penn State University, USA).
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