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Ranganathan R, Sari F, Wang SX, Thiery A, Buzzi AL, Guerra R, Moody SA, Streit A. Targets of the transcription factor Six1 identify previously unreported candidate deafness genes. Development 2025; 152:dev204533. [PMID: 40213817 PMCID: PMC12045605 DOI: 10.1242/dev.204533] [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: 11/18/2024] [Accepted: 02/12/2025] [Indexed: 05/03/2025]
Abstract
Branchio-otic (BOS) and branchio-oto-renal (BOR) syndromes are autosomal dominant disorders featuring multiple birth defects including ear, renal and branchial malformations. Mutations in the homeodomain transcription factor SIX1 and its co-factor EYA1 have been identified in about 50% of individuals with BOS or BOR, while causative mutations are unknown in the other half. We hypothesise that SIX1 target genes represent new BOS and BOR candidates. Using published transcriptomic and epigenomic data from chick ear progenitors, we first identify putative Six1 targets. Next, we provide evidence that Six1 directly regulates some of these candidates: Six1 binds to their enhancers, and functional experiments in Xenopus and chick confirm that Six1 controls their expression. Finally, we show that most putative chick Six1 targets are also expressed in the human developing ear and are associated with known deafness loci. Together, our results not only characterise the molecular mechanisms that mediate Six1 function in the developing ear, but also provide new candidates for human congenital deafness.
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Affiliation(s)
- Ramya Ranganathan
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Fereshteh Sari
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Scarlet Xiaoyan Wang
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Alexandre Thiery
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Ailin Leticia Buzzi
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Rosalinda Guerra
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
| | - Sally A. Moody
- Department of Anatomy & Cell Biology, George Washington University School of Medicine and Health Sciences, Washington, DC 20052, USA
| | - Andrea Streit
- Centre for Craniofacial and Regenerative Biology, King's College London, London SE1 9RT, UK
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Xu Z, Zhu M, Xie H, Zhu J, Zheng H, Liu X, Zhang Y, Liu J. SIX1 aggravates the progression of spinal cord injury in mice by promoting M1 polarization of microglia. Sci Rep 2025; 15:1283. [PMID: 39779741 PMCID: PMC11711668 DOI: 10.1038/s41598-024-82121-3] [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: 02/20/2024] [Accepted: 12/02/2024] [Indexed: 01/11/2025] Open
Abstract
Inflammation aggravates secondary damage following spinal cord injury (SCI). M1 microglia induce inflammation and exert neurotoxic effects, whereas M2 microglia exert anti-inflammatory and neuroprotective effects. The sine oculis homeobox (SIX) gene family consists of six members, including sine oculis homeobox homolog 1 (SIX1)-SIX6. SIX1 is expressed in microglia and promotes inflammation. This study aimed to evaluate the role and underlying mechanisms of SIX1 in microglia polarization in vitro (LPS-treated mouse microglia; BV2 cells) and in vivo (a mouse model of SCI). SIX1 expression was increased in the microglia of mice with SCI. SIX1 was positively correlated with the M1 microglia marker inducible nitric oxide synthase (iNOS) and negatively correlated with the M2 microglia marker arginase 1 (Arg1) in mice with SCI. Knockdown of SIX1 promoted functional recovery by enhancing M2 microglia polarization in mice with SCI. The transcription, expression, and activity of enhancer of zeste homolog 2 (EZH2) were decreased in LPS-stimulated BV2 cells. Downregulation of EZH2 promoted SIX1 expression in LPS-treated BV2 cells by inhibiting the methylation of the SIX1 promoter. SIX1 enhanced the transcription of vascular endothelial growth factor-C (VEGF-C) in LPS-stimulated BV2 cells with downregulated EZH2. VEGF-C promoted M1 polarization and inhibited M2 polarization in BV2 cells by binding to vascular endothelial growth factor receptor 3 (VEGFR3). Overall, the results suggest that SIX1 promotes M1 polarization of microglia following SCI by upregulating the VEGF-C/VEGFR3 axis, whereas the blockade of SIX1 can improve the recovery of locomotor function following SCI, demonstrating a novel strategy for the treatment of SCI.
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Affiliation(s)
- Zhonghua Xu
- Department of Spinal Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
- Department of Orthopedics, Jintan Hospital Affiliated to Jiangsu University, Changzhou, China
| | - Manhui Zhu
- Department of Pathology, Lixiang Eye Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Hua Xie
- Department of Orthopedics, Jintan Hospital Affiliated to Jiangsu University, Changzhou, China
| | - Jiacheng Zhu
- Department of Orthopedics, Jintan Hospital Affiliated to Jiangsu University, Changzhou, China
| | - Hongming Zheng
- Department of Spinal Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaojuan Liu
- Department of Pathogen Biology, Medical College, Nantong University, Nantong, Jiangsu, China
| | - Yuting Zhang
- Department of Pathology, Lixiang Eye Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jinbo Liu
- Department of Spinal Surgery, The Third Affiliated Hospital of Soochow University, Changzhou, China.
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Castillo H, Hanna P, Sachs LM, Buisine N, Godoy F, Gilbert C, Aguilera F, Muñoz D, Boisvert C, Debiais-Thibaud M, Wan J, Spicuglia S, Marcellini S. Xenopus tropicalis osteoblast-specific open chromatin regions reveal promoters and enhancers involved in human skeletal phenotypes and shed light on early vertebrate evolution. Cells Dev 2024; 179:203924. [PMID: 38692409 DOI: 10.1016/j.cdev.2024.203924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/18/2024] [Accepted: 04/26/2024] [Indexed: 05/03/2024]
Abstract
While understanding the genetic underpinnings of osteogenesis has far-reaching implications for skeletal diseases and evolution, a comprehensive characterization of the osteoblastic regulatory landscape in non-mammalian vertebrates is still lacking. Here, we compared the ATAC-Seq profile of Xenopus tropicalis (Xt) osteoblasts to a variety of non mineralizing control tissues, and identified osteoblast-specific nucleosome free regions (NFRs) at 527 promoters and 6747 distal regions. Sequence analyses, Gene Ontology, RNA-Seq and ChIP-Seq against four key histone marks confirmed that the distal regions correspond to bona fide osteogenic transcriptional enhancers exhibiting a shared regulatory logic with mammals. We report 425 regulatory regions conserved with human and globally associated to skeletogenic genes. Of these, 35 regions have been shown to impact human skeletal phenotypes by GWAS, including one trps1 enhancer and the runx2 promoter, two genes which are respectively involved in trichorhinophalangeal syndrome type I and cleidocranial dysplasia. Intriguingly, 60 osteoblastic NFRs also align to the genome of the elephant shark, a species lacking osteoblasts and bone tissue. To tackle this paradox, we chose to focus on dlx5 because its conserved promoter, known to integrate regulatory inputs during mammalian osteogenesis, harbours an osteoblast-specific NFR in both frog and human. Hence, we show that dlx5 is expressed in Xt and elephant shark odontoblasts, supporting a common cellular and genetic origin of bone and dentine. Taken together, our work (i) unravels the Xt osteogenic regulatory landscape, (ii) illustrates how cross-species comparisons harvest data relevant to human biology and (iii) reveals that a set of genes including bnc2, dlx5, ebf3, mir199a, nfia, runx2 and zfhx4 drove the development of a primitive form of mineralized skeletal tissue deep in the vertebrate lineage.
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Affiliation(s)
- Héctor Castillo
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile.
| | - Patricia Hanna
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile
| | - Laurent M Sachs
- UMR7221, Physiologie Moléculaire et Adaptation, CNRS, MNHN, Paris Cedex 05, France
| | - Nicolas Buisine
- UMR7221, Physiologie Moléculaire et Adaptation, CNRS, MNHN, Paris Cedex 05, France
| | - Francisco Godoy
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile
| | - Clément Gilbert
- Université Paris-Saclay, CNRS, IRD, UMR Évolution, Génomes, Comportement et Écologie, 12 route 128, 91190 Gif-sur-Yvette, France
| | - Felipe Aguilera
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile
| | - David Muñoz
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile
| | - Catherine Boisvert
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
| | - Mélanie Debiais-Thibaud
- Institut des Sciences de l'Evolution de Montpellier, ISEM, Univ Montpellier, CNRS, IRD, Montpellier, France
| | - Jing Wan
- Aix-Marseille University, INSERM, TAGC, UMR 1090, Marseille, France; Equipe Labelisée LIGUE contre le Cancer, Marseille, France
| | - Salvatore Spicuglia
- Aix-Marseille University, INSERM, TAGC, UMR 1090, Marseille, France; Equipe Labelisée LIGUE contre le Cancer, Marseille, France
| | - Sylvain Marcellini
- Group for the Study of Developmental Processes (GDeP), School of Biological Sciences, University of Concepción, Chile.
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Baxi A, Jourdeuil K, Cox TC, Clouthier DE, Tavares ALP. Transcriptomic analysis reveals the role of SIX1 in mouse cranial neural crest patterning and bone development. Dev Dyn 2023; 252:1303-1315. [PMID: 37183792 PMCID: PMC10592572 DOI: 10.1002/dvdy.597] [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: 03/09/2023] [Revised: 04/19/2023] [Accepted: 04/24/2023] [Indexed: 05/16/2023] Open
Abstract
BACKGROUND Genetic variants of the transcription factor SIX1 and its co-factor EYA1 underlie 50% of Branchio-oto-renal syndrome (BOR) cases. BOR is characterized by craniofacial defects, including malformed middle ear ossicles leading to conductive hearing loss. In this work, we expand our knowledge of the Six1 gene regulatory network by using a Six1-null mouse line to assess gene expression profiles of E10.5 mandibular arches, which give rise to the neural crest (NC)-derived middle ear ossicles and lower jaw, via bulk RNA sequencing. RESULTS Our transcriptomic analysis led to the identification of 808 differentially expressed genes that are related to translation, NC cell differentiation, osteogenesis, and chondrogenesis including components of the WNT signaling pathway. As WNT signaling is a known contributor to bone development, we demonstrated that SIX1 is required for expression of the WNT antagonist Frzb in the mandibular arch, and determined that SIX1 expression results in repression of WNT signaling. CONCLUSION Our results clarify the mechanisms by which SIX1 regulates the development of NC-derived craniofacial elements that are altered in SIX1-associated disorders. In addition, this work identifies novel genes that could be causative to this birth defect and establishes a link between SIX1 and WNT signaling during patterning of NC cells.
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Affiliation(s)
- Aparna Baxi
- Department of Anatomy and Cell Biology, George Washington University School of Medicine and Health Sciences, Washington DC, DC 20037, USA
| | - Karyn Jourdeuil
- Department of Anatomy and Cell Biology, George Washington University School of Medicine and Health Sciences, Washington DC, DC 20037, USA
| | - Timothy C. Cox
- Departments of Oral and Craniofacial Sciences and Pediatrics, University of Missouri-Kansas City, Kansas City, MO 64108, USA
| | - David E. Clouthier
- Department of Craniofacial Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Andre L. P. Tavares
- Department of Anatomy and Cell Biology, George Washington University School of Medicine and Health Sciences, Washington DC, DC 20037, USA
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Naert T, Çiçek Ö, Ogar P, Bürgi M, Shaidani NI, Kaminski MM, Xu Y, Grand K, Vujanovic M, Prata D, Hildebrandt F, Brox T, Ronneberger O, Voigt FF, Helmchen F, Loffing J, Horb ME, Willsey HR, Lienkamp SS. Deep learning is widely applicable to phenotyping embryonic development and disease. Development 2021; 148:273338. [PMID: 34739029 PMCID: PMC8602947 DOI: 10.1242/dev.199664] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 09/24/2021] [Indexed: 12/13/2022]
Abstract
Genome editing simplifies the generation of new animal models for congenital disorders. However, the detailed and unbiased phenotypic assessment of altered embryonic development remains a challenge. Here, we explore how deep learning (U-Net) can automate segmentation tasks in various imaging modalities, and we quantify phenotypes of altered renal, neural and craniofacial development in Xenopus embryos in comparison with normal variability. We demonstrate the utility of this approach in embryos with polycystic kidneys (pkd1 and pkd2) and craniofacial dysmorphia (six1). We highlight how in toto light-sheet microscopy facilitates accurate reconstruction of brain and craniofacial structures within X. tropicalis embryos upon dyrk1a and six1 loss of function or treatment with retinoic acid inhibitors. These tools increase the sensitivity and throughput of evaluating developmental malformations caused by chemical or genetic disruption. Furthermore, we provide a library of pre-trained networks and detailed instructions for applying deep learning to the reader's own datasets. We demonstrate the versatility, precision and scalability of deep neural network phenotyping on embryonic disease models. By combining light-sheet microscopy and deep learning, we provide a framework for higher-throughput characterization of embryonic model organisms. This article has an associated 'The people behind the papers' interview.
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Affiliation(s)
- Thomas Naert
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Özgün Çiçek
- Department of Computer Science, Albert-Ludwigs-University, Freiburg 79100, Germany
| | - Paulina Ogar
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Max Bürgi
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Nikko-Ideen Shaidani
- National Xenopus Resource and Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA 02543, USA
| | - Michael M Kaminski
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin 10115, Germany.,Department of Nephrology and Medical Intensive Care, Charité Universitätsmedizin Berlin, Berlin 10117, Germany
| | - Yuxiao Xu
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA 94158, USA
| | - Kelli Grand
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Marko Vujanovic
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Daniel Prata
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Friedhelm Hildebrandt
- Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115,USA
| | - Thomas Brox
- Department of Computer Science, Albert-Ludwigs-University, Freiburg 79100, Germany
| | - Olaf Ronneberger
- Department of Computer Science, Albert-Ludwigs-University, Freiburg 79100, Germany.,BIOSS Centre for Biological Signalling Studies, Albert-Ludwigs-University, Freiburg, Germany.,DeepMind, London WC2H 8AG , UK
| | - Fabian F Voigt
- Laboratory of Neural Circuit Dynamics, Brain Research Institute, University of Zurich, Zurich 8057, Switzerland; Neuroscience Center Zurich, Zurich 8057, Switzerland
| | - Fritjof Helmchen
- Laboratory of Neural Circuit Dynamics, Brain Research Institute, University of Zurich, Zurich 8057, Switzerland; Neuroscience Center Zurich, Zurich 8057, Switzerland
| | - Johannes Loffing
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
| | - Marko E Horb
- National Xenopus Resource and Eugene Bell Center for Regenerative Biology and Tissue Engineering, Marine Biological Laboratory, Woods Hole, MA 02543, USA
| | - Helen Rankin Willsey
- Department of Psychiatry and Behavioral Sciences, UCSF Weill Institute for Neurosciences, University of California, San Francisco, CA 94158, USA
| | - Soeren S Lienkamp
- Institute of Anatomy, University of Zurich, Zurich 8057, Switzerland; Swiss National Centre of Competence in Research (NCCR) Kidney Control of Homeostasis (Kidney.CH), Zurich 8057, Switzerland
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