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Nelson AR, Bugg D, Davis J, Saucerman JJ. Network model integrated with multi-omic data predicts MBNL1 signals that drive myofibroblast activation. iScience 2023; 26:106502. [PMID: 37091233 PMCID: PMC10119756 DOI: 10.1016/j.isci.2023.106502] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 01/09/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023] Open
Abstract
RNA-binding protein muscleblind-like1 (MBNL1) was recently identified as a central regulator of cardiac wound healing and myofibroblast activation. To identify putative MBNL1 targets, we integrated multiple genome-wide screens with a fibroblast network model. We expanded the model to include putative MBNL1-target interactions and recapitulated published experimental results to validate new signaling modules. We prioritized 14 MBNL1 targets and developed novel fibroblast signaling modules for p38 MAPK, Hippo, Runx1, and Sox9 pathways. We experimentally validated MBNL1 regulation of p38 expression in mouse cardiac fibroblasts. Using the expanded fibroblast model, we predicted a hierarchy of MBNL1 regulated pathways with strong influence on αSMA expression. This study lays a foundation to explore the network mechanisms of MBNL1 signaling central to fibrosis.
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Affiliation(s)
- Anders R. Nelson
- Department of Pharmacology, University of Virginia, 1340 Jefferson Park Avenue, Pinn Hall, 5th Floor, PO Box 800735, Charlottesville, VA 22908-0735, USA
| | - Darrian Bugg
- Department of Lab Medicine & Pathology, University of Washington, 1959 NE Pacific Street Box 357470, Seattle, WA 98195, USA
| | - Jennifer Davis
- Department of Lab Medicine & Pathology, University of Washington, 1959 NE Pacific Street Box 357470, Seattle, WA 98195, USA
- Department of Bioengineering, University of Washington, PO Box 355061, Seattle, WA 98195-5061, USA
- Institute for Stem Cell & Regenerative Medicine, University of Washington, 850 Republican Street, PO Box 358056, Seattle, WA 98109, USA
| | - Jeffrey J. Saucerman
- Department of Biomedical Engineering, University of Virginia, PO Box 800759, Charlottesville, VA 22903 , USA
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Richard D, Pregizer S, Venkatasubramanian D, Raftery RM, Muthuirulan P, Liu Z, Capellini TD, Craft AM. Lineage-specific differences and regulatory networks governing human chondrocyte development. eLife 2023; 12:e79925. [PMID: 36920035 PMCID: PMC10069868 DOI: 10.7554/elife.79925] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 03/14/2023] [Indexed: 03/16/2023] Open
Abstract
To address large gaps in our understanding of the molecular regulation of articular and growth plate cartilage development in humans, we used our directed differentiation approach to generate these distinct cartilage tissues from human embryonic stem cells. The resulting transcriptomic profiles of hESC-derived articular and growth plate chondrocytes were similar to fetal epiphyseal and growth plate chondrocytes, with respect to genes both known and previously unknown to cartilage biology. With the goal to characterize the regulatory landscapes accompanying these respective transcriptomes, we mapped chromatin accessibility in hESC-derived chondrocyte lineages, and mouse embryonic chondrocytes, using ATAC-sequencing. Integration of the expression dataset with the differentially accessible genomic regions revealed lineage-specific gene regulatory networks. We validated functional interactions of two transcription factors (TFs) (RUNX2 in growth plate chondrocytes and RELA in articular chondrocytes) with their predicted genomic targets. The maps we provide thus represent a framework for probing regulatory interactions governing chondrocyte differentiation. This work constitutes a substantial step towards comprehensive and comparative molecular characterizations of distinct chondrogenic lineages and sheds new light on human cartilage development and biology.
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Affiliation(s)
- Daniel Richard
- Human Evolutionary Biology, Harvard UniversityCambridgeUnited States
| | - Steven Pregizer
- Department of Orthopedic Research, Boston Children’s HospitalBostonUnited States
- Department of Orthopedic Surgery, Harvard Medical SchoolBostonUnited States
| | - Divya Venkatasubramanian
- Department of Orthopedic Research, Boston Children’s HospitalBostonUnited States
- Department of Orthopedic Surgery, Harvard Medical SchoolBostonUnited States
- Department of Molecular and Cellular Biology, Harvard UniversityCambridgeUnited States
| | - Rosanne M Raftery
- Department of Orthopedic Research, Boston Children’s HospitalBostonUnited States
- Department of Orthopedic Surgery, Harvard Medical SchoolBostonUnited States
| | | | - Zun Liu
- Human Evolutionary Biology, Harvard UniversityCambridgeUnited States
| | - Terence D Capellini
- Human Evolutionary Biology, Harvard UniversityCambridgeUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - April M Craft
- Department of Orthopedic Research, Boston Children’s HospitalBostonUnited States
- Department of Orthopedic Surgery, Harvard Medical SchoolBostonUnited States
- Harvard Stem Cell InstituteCambridgeUnited States
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3
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Zhang Y, Zuo T, McVicar A, Yang HL, Li YP, Chen W. Runx1 is a key regulator of articular cartilage homeostasis by orchestrating YAP, TGFβ, and Wnt signaling in articular cartilage formation and osteoarthritis. Bone Res 2022; 10:63. [PMID: 36307389 PMCID: PMC9616925 DOI: 10.1038/s41413-022-00231-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 06/12/2022] [Accepted: 07/06/2022] [Indexed: 01/26/2023] Open
Abstract
Runt-related transcription factor 1 (Runx1) plays a key role in cartilage formation, but its function in articular cartilage formation is unclear. We generated non-inducible and inducible Runx1-deficient mice (Runx1f/fCol2α1-Cre and Runx1f/fCol2α1-CreER mice) and found that chondrocyte-specific Runx1-deficient mice developed a spontaneous osteoarthritis (OA)-like phenotype and showed exacerbated articular cartilage destruction under OA, characterized by articular cartilage degradation and cartilage ossification, with decreased Col2α1 expression and increased Mmp13 and Adamts5 expression. RNA-sequencing analysis of hip articular cartilage from the Runx1f/fCol2α1-Cre mice compared to that from wild-type mice and subsequent validation analyses demonstrated that Runx1 is a central regulator in multiple signaling pathways, converging signals of the Hippo/Yap, TGFβ/Smad, and Wnt/β-catenin pathways into a complex network to regulate the expression of downstream genes, thereby controlling a series of osteoarthritic pathological processes. RNA-sequencing analysis of mutant knee joints showed that Runx1's role in signaling pathways in articular cartilage is different from that in whole knee joints, indicating that Runx1 regulation is tissue-specific. Histopathologic analysis confirmed that Runx1 deficiency decreased the levels of YAP and p-Smad2/3 and increased the levels of active β-catenin. Overexpression of Runx1 dramatically increased YAP expression in chondrocytes. Adeno-associated virus-mediated Runx1 overexpression in the knee joints of osteoarthritic mice showed the protective effect of Runx1 on articular cartilage damaged in OA. Our results notably showed that Runx1 is a central regulator of articular cartilage homeostasis by orchestrating the YAP, TGFβ, and Wnt signaling pathways in the formation of articular cartilage and OA, and targeting Runx1 and its downstream genes may facilitate the design of novel therapeutic approaches for OA.
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Affiliation(s)
- Yan Zhang
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, Biomedical Informatics and Genomics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, P.R. China
| | - Tao Zuo
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
- Department of Orthopaedics, the First Affiliated Hospital of Soochow University, Orthopaedic Institute of Soochow University, 899 Pinghai Road, Suzhou, 215031, Jiangsu, P.R. China
| | - Abigail McVicar
- Division in Cellular and Molecular Medicine, Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, Tulane University, New Orleans, LA, 70112, USA
| | - Hui-Lin Yang
- Department of Orthopaedics, the First Affiliated Hospital of Soochow University, Orthopaedic Institute of Soochow University, 899 Pinghai Road, Suzhou, 215031, Jiangsu, P.R. China
| | - Yi-Ping Li
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
- Division in Cellular and Molecular Medicine, Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, Tulane University, New Orleans, LA, 70112, USA.
| | - Wei Chen
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
- Division in Cellular and Molecular Medicine, Department of Pathology and Laboratory Medicine, Tulane University School of Medicine, Tulane University, New Orleans, LA, 70112, USA.
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Ramirez Moreno M, Stempor PA, Bulgakova NA. Interactions and Feedbacks in E-Cadherin Transcriptional Regulation. Front Cell Dev Biol 2021; 9:701175. [PMID: 34262912 PMCID: PMC8273600 DOI: 10.3389/fcell.2021.701175] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 06/04/2021] [Indexed: 01/07/2023] Open
Abstract
Epithelial tissues rely on the adhesion between participating cells to retain their integrity. The transmembrane protein E-cadherin is the major protein that mediates homophilic adhesion between neighbouring cells and is, therefore, one of the critical components for epithelial integrity. E-cadherin downregulation has been described extensively as a prerequisite for epithelial-to-mesenchymal transition and is a hallmark in many types of cancer. Due to this clinical importance, research has been mostly focused on understanding the mechanisms leading to transcriptional repression of this adhesion molecule. However, in recent years it has become apparent that re-expression of E-cadherin is a major step in the progression of many cancers during metastasis. Here, we review the currently known molecular mechanisms of E-cadherin transcriptional activation and inhibition and highlight complex interactions between individual mechanisms. We then propose an additional mechanism, whereby the competition between adhesion complexes and heterochromatin protein-1 for binding to STAT92E fine-tunes the levels of E-cadherin expression in Drosophila but also regulates other genes promoting epithelial robustness. We base our hypothesis on both existing literature and our experimental evidence and suggest that such feedback between the cell surface and the nucleus presents a powerful paradigm for epithelial resilience.
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Affiliation(s)
- Miguel Ramirez Moreno
- Department of Biomedical Science and Bateson Centre, The University of Sheffield, Sheffield, England
| | | | - Natalia A Bulgakova
- Department of Biomedical Science and Bateson Centre, The University of Sheffield, Sheffield, England
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Liu Q, Mishra M, Saxena AS, Wu H, Qiu Y, Zhang X, You X, Ding S, Miyamoto MM. Balancing selection maintains ancient polymorphisms at conserved enhancers for the olfactory receptor genes of a Chinese marine fish. Mol Ecol 2021; 30:4023-4038. [PMID: 34107131 DOI: 10.1111/mec.16016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 05/10/2021] [Accepted: 06/01/2021] [Indexed: 12/22/2022]
Abstract
The study of balancing selection, as a selective force maintaining adaptive genetic variation in gene pools longer than expected by drift, is currently experiencing renewed interest due to the increased availability of new data, methods of analysis, and case studies. In this investigation, evidence of balancing selection operating on conserved enhancers of the olfactory receptor (OR) genes is presented for the Chinese sleeper (Bostrychus sinensis), a coastal marine fish that is emerging as a model species for evolutionary studies in the Northwest Pacific marginal seas. Coupled with tests for Gene Ontology enrichment and transcription factor binding, population genomic data allow for the identification of an OR cluster in the sleeper with a downstream flanking region containing three enhancers that are conserved with human and other fish species. Phylogenetic and population genetic analyses indicate that the enhancers are under balancing selection as evidenced by their translineage polymorphisms, excess common alleles, and increased within-group diversities. Age comparisons between the translineage polymorphisms and most recent common ancestors of neutral genealogies substantiate that the former are old, and thus, due to ancient balancing selection. The survival and reproduction of vertebrates depend on their sense of smell, and thereby, on their ORs. In addition to locus duplication and allelic variation of structural genes, this study highlights a third mechanism by which receptor diversity can be achieved for detecting and responding to the huge variety of environmental odorants (i.e., by balancing selection acting on OR gene expression through their enhancer variability).
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Affiliation(s)
- Qiaohong Liu
- Xiamen Key Laboratory of Urban Sea Ecological Conservation and Restoration, College of Ocean and Earth Sciences, Xiamen University, Xiamen, China.,Function Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Mrinal Mishra
- Department of Biology, University of Florida, Gainesville, FL, USA
| | - Ayush S Saxena
- Department of Biology, University of Florida, Gainesville, FL, USA
| | - Haohao Wu
- Xiamen Key Laboratory of Urban Sea Ecological Conservation and Restoration, College of Ocean and Earth Sciences, Xiamen University, Xiamen, China.,Function Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Ying Qiu
- Shenzhen Key Laboratory of Marine Genomics, Guangdong Provincial Key Laboratory of Molecular Breeding in Marine Economic Animals, BGI Academy of Sciences, BGI Marine, Shenzhen, China
| | - Xinhui Zhang
- Shenzhen Key Laboratory of Marine Genomics, Guangdong Provincial Key Laboratory of Molecular Breeding in Marine Economic Animals, BGI Academy of Sciences, BGI Marine, Shenzhen, China
| | - Xinxin You
- Shenzhen Key Laboratory of Marine Genomics, Guangdong Provincial Key Laboratory of Molecular Breeding in Marine Economic Animals, BGI Academy of Sciences, BGI Marine, Shenzhen, China
| | - Shaoxiong Ding
- Xiamen Key Laboratory of Urban Sea Ecological Conservation and Restoration, College of Ocean and Earth Sciences, Xiamen University, Xiamen, China.,Function Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
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6
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Dreher SI, Fischer J, Walker T, Diederichs S, Richter W. Significance of MEF2C and RUNX3 Regulation for Endochondral Differentiation of Human Mesenchymal Progenitor Cells. Front Cell Dev Biol 2020; 8:81. [PMID: 32195247 PMCID: PMC7064729 DOI: 10.3389/fcell.2020.00081] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 01/29/2020] [Indexed: 12/14/2022] Open
Abstract
Guiding progenitor cell development between chondral versus endochondral pathways is still an unachieved task of cartilage neogenesis, and human mesenchymal progenitor cell (MPC) chondrogenesis is considered as a valuable model to better understand hypertrophic development of chondrocytes. Transcription factors Runx2, Runx3, and Mef2c play prominent roles for chondrocyte hypertrophy during mouse development, but little is known on the importance of these key fate-determining factors for endochondral development of human MPCs. The aim of this study was to unravel the regulation of RUNX2, RUNX3, and MEF2C during MPC chondrogenesis, the pathways driving their expression, and the downstream hypertrophic targets affected by their regulation. RUNX2, RUNX3, and MEF2C gene expression was differentially regulated during chondrogenesis of MPCs, but remained low and unregulated when non-hypertrophic articular chondrocytes were differentiated under the same conditions. RUNX3 and MEF2C mRNA and protein levels rose in parallel to hypertrophic marker upregulation, but surprisingly, RUNX2 gene expression changed only by trend and RUNX2 protein remained undetectable. While RUNX3 expression was driven by TGF-β and BMP signaling, MEF2C responded to WNT-, BMP-, and Hedgehog-pathway inhibition. MEF2C but not RUNX3 levels correlated significantly with COL10A1, IHH, and IBSP gene expression when hypertrophy was attenuated. IBSP was a downstream target of RUNX3 and MEF2C but not RUNX2 in SAOS-2 cells, underlining the capacity of RUNX3 and MEF2C to stimulate osteogenic marker expression in human cells. Conclusively, RUNX3 and MEF2C appeared more important than RUNX2 for human endochondral MPC chondrogenesis. Pathways altering the speed of chondrogenesis (FGF, TGF-β, BMP) affected RUNX2 or RUNX3, while pathways changing hypertrophy (WNT, PTHrP/HH) regulated mainly MEF2C. Taken together, reduction of MEF2C levels is a new goal to shift human cartilage neogenesis toward the chondral pathway.
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Affiliation(s)
- Simon I Dreher
- Research Center for Experimental Orthopaedics, Heidelberg University Hospital, Heidelberg, Germany
| | - Jennifer Fischer
- Research Center for Experimental Orthopaedics, Heidelberg University Hospital, Heidelberg, Germany
| | - Tilman Walker
- Clinic for Orthopaedics and Trauma Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Solvig Diederichs
- Research Center for Experimental Orthopaedics, Heidelberg University Hospital, Heidelberg, Germany
| | - Wiltrud Richter
- Research Center for Experimental Orthopaedics, Heidelberg University Hospital, Heidelberg, Germany
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