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Shi W, Wasson LK, Dorr KM, Robbe ZL, Wilczewski CM, Hepperla AJ, Davis IJ, Seidman CE, Seidman JG, Conlon FL. CHD4 and SMYD1 repress common transcriptional programs in the developing heart. Development 2024; 151:dev202505. [PMID: 38619323 DOI: 10.1242/dev.202505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 03/25/2024] [Indexed: 04/16/2024]
Abstract
Regulation of chromatin states is essential for proper temporal and spatial gene expression. Chromatin states are modulated by remodeling complexes composed of components that have enzymatic activities. CHD4 is the catalytic core of the nucleosome remodeling and deacetylase (NuRD) complex, which represses gene transcription. However, it remains to be determined how CHD4, a ubiquitous enzyme that remodels chromatin structure, functions in cardiomyocytes to maintain heart development. In particular, whether other proteins besides the NuRD components interact with CHD4 in the heart is controversial. Using quantitative proteomics, we identified that CHD4 interacts with SMYD1, a striated muscle-restricted histone methyltransferase that is essential for cardiomyocyte differentiation and cardiac morphogenesis. Comprehensive transcriptomic and chromatin accessibility studies of Smyd1 and Chd4 null embryonic mouse hearts revealed that SMYD1 and CHD4 repress a group of common genes and pathways involved in glycolysis, response to hypoxia, and angiogenesis. Our study reveals a mechanism by which CHD4 functions during heart development, and a previously uncharacterized mechanism regarding how SMYD1 represses cardiac transcription in the developing heart.
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Affiliation(s)
- Wei Shi
- Department of Biology and Genetics, McAllister Heart Institute, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
| | - Lauren K Wasson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine and Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Kerry M Dorr
- Department of Biology and Genetics, McAllister Heart Institute, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
| | - Zachary L Robbe
- Department of Biology and Genetics, McAllister Heart Institute, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
| | - Caralynn M Wilczewski
- Department of Biology and Genetics, McAllister Heart Institute, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
| | - Austin J Hepperla
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Ian J Davis
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine and Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | | | - Frank L Conlon
- Department of Biology and Genetics, McAllister Heart Institute, UNC-Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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2
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Fleischer S, Nash TR, Tamargo MA, Lock RI, Venturini G, Morsink M, Li V, Lamberti MJ, Graney PL, Liberman M, Kim Y, Zhuang RZ, Whitehead J, Friedman RA, Soni RK, Seidman JG, Seidman CE, Geraldino-Pardilla L, Winchester R, Vunjak-Novakovic G. An engineered human cardiac tissue model reveals contributions of systemic lupus erythematosus autoantibodies to myocardial injury. bioRxiv 2024:2024.03.07.583787. [PMID: 38559188 PMCID: PMC10979865 DOI: 10.1101/2024.03.07.583787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Systemic lupus erythematosus (SLE) is a highly heterogenous autoimmune disease that affects multiple organs, including the heart. The mechanisms by which myocardial injury develops in SLE, however, remain poorly understood. Here we engineered human cardiac tissues and cultured them with IgG fractions containing autoantibodies from SLE patients with and without myocardial involvement. We observed unique binding patterns of IgG from two patient subgroups: (i) patients with severe myocardial inflammation exhibited enhanced binding to apoptotic cells within cardiac tissues subjected to stress, and (ii) patients with systolic dysfunction exhibited enhanced binding to the surfaces of viable cardiomyocytes. Functional assays and RNA sequencing (RNA-seq) revealed that IgGs from patients with systolic dysfunction exerted direct effects on engineered tissues in the absence of immune cells, altering tissue cellular composition, respiration and calcium handling. Autoantibody target characterization by phage immunoprecipitation sequencing (PhIP-seq) confirmed distinctive IgG profiles between patient subgroups. By coupling IgG profiling with cell surface protein analyses, we identified four pathogenic autoantibody candidates that may directly alter the function of cells within the myocardium. Taken together, these observations provide insights into the cellular processes of myocardial injury in SLE that have the potential to improve patient risk stratification and inform the development of novel therapeutic strategies.
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Affiliation(s)
- Sharon Fleischer
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Trevor R Nash
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Manuel A Tamargo
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Roberta I Lock
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | | | - Margaretha Morsink
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Vanessa Li
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Morgan J Lamberti
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Pamela L Graney
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Martin Liberman
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Youngbin Kim
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Richard Z Zhuang
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Jaron Whitehead
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
| | - Richard A Friedman
- Biomedical Informatics Shared Resource, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
- Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Rajesh K Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
| | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital & Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - Robert Winchester
- Department of Medicine, Columbia University, New York, NY, USA
- Columbia Center for Translational Immunology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Gordana Vunjak-Novakovic
- Department of Biomedical Engineering, Columbia University, New York, NY, USA
- Department of Medicine, Columbia University, New York, NY, USA
- College of Dental Medicine, Columbia University, New York, NY, USA
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3
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Chen J, Zhang X, DeLaughter DM, Trembley MA, Saifee S, Xiao F, Chen J, Zhou P, Seidman CE, Seidman JG, Pu WT. Molecular and Spatial Signatures of Mouse Embryonic Endothelial Cells at Single-Cell Resolution. Circ Res 2024; 134:529-546. [PMID: 38348657 PMCID: PMC10906678 DOI: 10.1161/circresaha.123.323956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 01/30/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Mature endothelial cells (ECs) are heterogeneous, with subtypes defined by tissue origin and position within the vascular bed (ie, artery, capillary, vein, and lymphatic). How this heterogeneity is established during the development of the vascular system, especially arteriovenous specification of ECs, remains incompletely characterized. METHODS We used droplet-based single-cell RNA sequencing and multiplexed error-robust fluorescence in situ hybridization to define EC and EC progenitor subtypes from E9.5, E12.5, and E15.5 mouse embryos. We used trajectory inference to analyze the specification of arterial ECs (aECs) and venous ECs (vECs) from EC progenitors. Network analysis identified candidate transcriptional regulators of arteriovenous differentiation, which we tested by CRISPR (clustered regularly interspaced short palindromic repeats) loss of function in human-induced pluripotent stem cells undergoing directed differentiation to aECs or vECs (human-induced pluripotent stem cell-aECs or human-induced pluripotent stem cell-vECs). RESULTS From the single-cell transcriptomes of 7682 E9.5 to E15.5 ECs, we identified 19 EC subtypes, including Etv2+Bnip3+ EC progenitors. Spatial transcriptomic analysis of 15 448 ECs provided orthogonal validation of these EC subtypes and established their spatial distribution. Most embryonic ECs were grouped by their vascular-bed types, while ECs from the brain, heart, liver, and lung were grouped by their tissue origins. Arterial (Eln, Dkk2, Vegfc, and Egfl8), venous (Fam174b and Clec14a), and capillary (Kcne3) marker genes were identified. Compared with aECs, embryonic vECs and capillary ECs shared fewer markers than their adult counterparts. Early capillary ECs with venous characteristics functioned as a branch point for differentiation of aEC and vEC lineages. CONCLUSIONS Our results provide a spatiotemporal map of embryonic EC heterogeneity at single-cell resolution and demonstrate that the diversity of ECs in the embryo arises from both tissue origin and vascular-bed position. Developing aECs and vECs share common venous-featured capillary precursors and are regulated by distinct transcriptional regulatory networks.
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Affiliation(s)
- Jian Chen
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Xiaoran Zhang
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | | | | | - Shaila Saifee
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Feng Xiao
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Jiehui Chen
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Pingzhu Zhou
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - William T. Pu
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Harvard Stem Cell Institute, Cambridge, MA, USA
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4
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Xiao F, Zhang X, Morton SU, Kim SW, Fan Y, Gorham JM, Zhang H, Berkson PJ, Mazumdar N, Cao Y, Chen J, Hagen J, Liu X, Zhou P, Richter F, Shen Y, Ward T, Gelb BD, Seidman JG, Seidman CE, Pu WT. Functional dissection of human cardiac enhancers and noncoding de novo variants in congenital heart disease. Nat Genet 2024; 56:420-430. [PMID: 38378865 DOI: 10.1038/s41588-024-01669-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/23/2024] [Indexed: 02/22/2024]
Abstract
Rare coding mutations cause ∼45% of congenital heart disease (CHD). Noncoding mutations that perturb cis-regulatory elements (CREs) likely contribute to the remaining cases, but their identification has been problematic. Using a lentiviral massively parallel reporter assay (lentiMPRA) in human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs), we functionally evaluated 6,590 noncoding de novo variants (ncDNVs) prioritized from the whole-genome sequencing of 750 CHD trios. A total of 403 ncDNVs substantially affected cardiac CRE activity. A majority increased enhancer activity, often at regions with undetectable reference sequence activity. Of ten DNVs tested by introduction into their native genomic context, four altered the expression of neighboring genes and iPSC-CM transcriptional state. To prioritize future DNVs for functional testing, we used the MPRA data to develop a regression model, EpiCard. Analysis of an independent CHD cohort by EpiCard found enrichment of DNVs. Together, we developed a scalable system to measure the effect of ncDNVs on CRE activity and deployed it to systematically assess the contribution of ncDNVs to CHD.
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Affiliation(s)
- Feng Xiao
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Xiaoran Zhang
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Sarah U Morton
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Seong Won Kim
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Youfei Fan
- Department of Pediatrics, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Huan Zhang
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Paul J Berkson
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Neil Mazumdar
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Yangpo Cao
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Jian Chen
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Jacob Hagen
- Mindich Child Health and Development Institute and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Xujie Liu
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Pingzhu Zhou
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Felix Richter
- Mindich Child Health and Development Institute and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Yufeng Shen
- Departments of Systems Biology and Biomedical Informatics, Columbia University Medical Center, New York City, NY, USA
| | - Tarsha Ward
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Bruce D Gelb
- Mindich Child Health and Development Institute and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
- Division of Cardiology, Brigham and Women's Hospital, Boston, MA, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
| | - William T Pu
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.
- Harvard Stem Cell Institute, Cambridge, MA, USA.
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5
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Yang JH, Hayano M, Griffin PT, Amorim JA, Bonkowski MS, Apostolides JK, Salfati EL, Blanchette M, Munding EM, Bhakta M, Chew YC, Guo W, Yang X, Maybury-Lewis S, Tian X, Ross JM, Coppotelli G, Meer MV, Rogers-Hammond R, Vera DL, Lu YR, Pippin JW, Creswell ML, Dou Z, Xu C, Mitchell SJ, Das A, O'Connell BL, Thakur S, Kane AE, Su Q, Mohri Y, Nishimura EK, Schaevitz L, Garg N, Balta AM, Rego MA, Gregory-Ksander M, Jakobs TC, Zhong L, Wakimoto H, El Andari J, Grimm D, Mostoslavsky R, Wagers AJ, Tsubota K, Bonasera SJ, Palmeira CM, Seidman JG, Seidman CE, Wolf NS, Kreiling JA, Sedivy JM, Murphy GF, Green RE, Garcia BA, Berger SL, Oberdoerffer P, Shankland SJ, Gladyshev VN, Ksander BR, Pfenning AR, Rajman LA, Sinclair DA. Loss of epigenetic information as a cause of mammalian aging. Cell 2024; 187:1312-1313. [PMID: 38428398 DOI: 10.1016/j.cell.2024.01.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2024]
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6
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Atsuta Y, Lee C, Rodrigues AR, Colle C, Tomizawa RR, Lujan EG, Tschopp P, Galan L, Zhu M, Gorham JM, Vannier JP, Seidman CE, Seidman JG, Ros MA, Pourquié O, Tabin CJ. Direct reprogramming of non-limb fibroblasts to cells with properties of limb progenitors. Dev Cell 2024; 59:415-430.e8. [PMID: 38320485 PMCID: PMC10932627 DOI: 10.1016/j.devcel.2023.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 09/25/2022] [Accepted: 12/20/2023] [Indexed: 02/08/2024]
Abstract
The early limb bud consists of mesenchymal limb progenitors derived from the lateral plate mesoderm (LPM). The LPM also gives rise to the mesodermal components of the flank and neck. However, the cells at these other levels cannot produce the variety of cell types found in the limb. Taking advantage of a direct reprogramming approach, we find a set of factors (Prdm16, Zbtb16, and Lin28a) normally expressed in the early limb bud and capable of imparting limb progenitor-like properties to mouse non-limb fibroblasts. The reprogrammed cells show similar gene expression profiles and can differentiate into similar cell types as endogenous limb progenitors. The further addition of Lin41 potentiates the proliferation of the reprogrammed cells. These results suggest that these same four factors may play pivotal roles in the specification of endogenous limb progenitors.
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Affiliation(s)
- Yuji Atsuta
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA; Department of Biology, Kyushu University, Fukuoka 819-0395, Japan
| | - ChangHee Lee
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA.
| | - Alan R Rodrigues
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA; The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA
| | - Charlotte Colle
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Reiko R Tomizawa
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Ernesto G Lujan
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA; Department of Pathology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
| | - Patrick Tschopp
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA; Zoological Institute, University of Basel, 4051 Basel, Switzerland
| | - Laura Galan
- Instituto de Biomedicina y Biotecnologia de Cantabria, CSIC, SODERCAN- Universidad de Cantabria, 39011 Santander, Spain
| | - Meng Zhu
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Jonathan G Seidman
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
| | - Marian A Ros
- Instituto de Biomedicina y Biotecnologia de Cantabria, CSIC, SODERCAN- Universidad de Cantabria, 39011 Santander, Spain
| | - Olivier Pourquié
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA; Department of Pathology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA.
| | - Clifford J Tabin
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA.
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7
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Barish S, Berg K, Drozd J, Berglund-Brown I, Khizir L, Wasson LK, Seidman CE, Seidman JG, Chen S, Brueckner M. The H2Bub1-deposition complex is required for human and mouse cardiogenesis. Development 2023; 150:dev201899. [PMID: 38038666 PMCID: PMC10730087 DOI: 10.1242/dev.201899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 10/10/2023] [Indexed: 12/02/2023]
Abstract
De novo variants affecting monoubiquitylation of histone H2B (H2Bub1) are enriched in human congenital heart disease. H2Bub1 is required in stem cell differentiation, cilia function, post-natal cardiomyocyte maturation and transcriptional elongation. However, how H2Bub1 affects cardiogenesis is unknown. We show that the H2Bub1-deposition complex (RNF20-RNF40-UBE2B) is required for mouse cardiogenesis and for differentiation of human iPSCs into cardiomyocytes. Mice with cardiac-specific Rnf20 deletion are embryonic lethal and have abnormal myocardium. We then analyzed H2Bub1 marks during differentiation of human iPSCs into cardiomyocytes. H2Bub1 is erased from most genes at the transition from cardiac mesoderm to cardiac progenitor cells but is preserved on a subset of long cardiac-specific genes. When H2Bub1 is reduced in iPSC-derived cardiomyocytes, long cardiac-specific genes have fewer full-length transcripts. This correlates with H2Bub1 accumulation near the center of these genes. H2Bub1 accumulation near the center of tissue-specific genes was also observed in embryonic fibroblasts and fetal osteoblasts. In summary, we show that normal H2Bub1 distribution is required for cardiogenesis and cardiomyocyte differentiation, and suggest that H2Bub1 regulates tissue-specific gene expression by increasing the amount of full-length transcripts.
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Affiliation(s)
- Syndi Barish
- Department of Genetics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Kathryn Berg
- Department of Genetics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Jeffrey Drozd
- Department of Pediatrics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Isabella Berglund-Brown
- Department of Pediatrics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Labeeqa Khizir
- Department of Pediatrics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Lauren K. Wasson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Harvard University, Boston, MA 02115, USA
| | | | - Sidi Chen
- Department of Genetics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
| | - Martina Brueckner
- Department of Genetics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
- Department of Pediatrics, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510, USA
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8
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Kip P, Sluiter TJ, MacArthur MR, Tao M, Jung J, Mitchell SJ, Kooijman S, Kruit N, Gorham J, Seidman JG, Quax PHA, Aikawa M, Ozaki CK, Mitchell JR, de Vries MR. Short-term Pre-operative Methionine Restriction Induces Browning of Perivascular Adipose Tissue and Improves Vein Graft Remodeling in Mice. bioRxiv 2023:2023.11.02.565269. [PMID: 37961405 PMCID: PMC10635070 DOI: 10.1101/2023.11.02.565269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Short-term preoperative methionine restriction (MetR) shows promise as a translatable strategy to modulate the body's response to surgical injury. Its application, however, to improve post-interventional vascular remodeling remains underexplored. Here, we find that MetR protects from arterial intimal hyperplasia in a focal stenosis model and adverse vascular remodeling after vein graft surgery. RNA sequencing reveals that MetR enhances the brown adipose tissue phenotype in arterial perivascular adipose tissue (PVAT) and induces it in venous PVAT. Specifically, PPAR-α was highly upregulated in PVAT-adipocytes. Furthermore, MetR dampens the post-operative pro-inflammatory response to surgery in PVAT-macrophages in vivo and in vitro . This study shows for the first time that the detrimental effects of dysfunctional PVAT on vascular remodeling can be reversed by MetR, and identifies pathways involved in browning of PVAT. Furthermore, we demonstrate the potential of short-term pre-operative MetR as a simple intervention to ameliorate vascular remodeling after vascular surgery.
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9
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Sweat ME, Cao Y, Zhang X, Burnicka-Turek O, Perez-Cervantes C, Arulsamy K, Lu F, Keating EM, Akerberg BN, Ma Q, Wakimoto H, Gorham JM, Hill LD, Kyoung Song M, Trembley MA, Wang P, Gianeselli M, Prondzynski M, Bortolin RH, Bezzerides VJ, Chen K, Seidman JG, Seidman CE, Moskowitz IP, Pu WT. Tbx5 maintains atrial identity in post-natal cardiomyocytes by regulating an atrial-specific enhancer network. Nat Cardiovasc Res 2023; 2:881-898. [PMID: 38344303 PMCID: PMC10854392 DOI: 10.1038/s44161-023-00334-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 08/21/2023] [Indexed: 02/15/2024]
Abstract
Understanding how the atrial and ventricular heart chambers maintain distinct identities is a prerequisite for treating chamber-specific diseases. Here, we selectively knocked out (KO) the transcription factor Tbx5 in the atrial working myocardium to evaluate its requirement for atrial identity. Atrial Tbx5 inactivation downregulated atrial cardiomyocyte (aCM) selective gene expression. Using concurrent single nucleus transcriptome and open chromatin profiling, genomic accessibility differences were identified between control and Tbx5 KO aCMs, revealing that 69% of the control-enriched ATAC regions were bound by TBX5. Genes associated with these regions were downregulated in KO aCMs, suggesting they function as TBX5-dependent enhancers. Comparing enhancer chromatin looping using H3K27ac HiChIP identified 510 chromatin loops sensitive to TBX5 dosage, and 74.8% of control-enriched loops contained anchors in control-enriched ATAC regions. Together, these data demonstrate TBX5 maintains the atrial gene expression program by binding to and preserving the tissue-specific chromatin architecture of atrial enhancers.
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Affiliation(s)
- Mason E. Sweat
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Yangpo Cao
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - Xiaoran Zhang
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Ozanna Burnicka-Turek
- Department of Pediatrics, Pathology, and Human Genetics, The University of Chicago, Chicago, IL
| | - Carlos Perez-Cervantes
- Department of Pediatrics, Pathology, and Human Genetics, The University of Chicago, Chicago, IL
| | - Kulandai Arulsamy
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Fujian Lu
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Erin M. Keating
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Brynn N. Akerberg
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Qing Ma
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Joshua M. Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Lauren D. Hill
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Mi Kyoung Song
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Korea
| | - Michael A. Trembley
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Peizhe Wang
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Matteo Gianeselli
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | | | - Raul H. Bortolin
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | | | - Kaifu Chen
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
| | - Jonathan G. Seidman
- Department of Pediatrics, Pathology, and Human Genetics, The University of Chicago, Chicago, IL
| | - Christine E. Seidman
- Department of Pediatrics, Pathology, and Human Genetics, The University of Chicago, Chicago, IL
| | - Ivan P. Moskowitz
- Department of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
| | - William T. Pu
- Department of Cardiology, Boston Children’s Hospital, 300 Longwood Ave, Boston, MA 02115
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10
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Kim Y, Gunnarsdóttir OB, Viveiros A, Reichart D, Quiat D, Willcox JAL, Zhang H, Chen H, Curran JJ, Kim DH, Urschel S, McDonough B, Gorham J, DePalma SR, Seidman JG, Seidman CE, Oudit GY. Genetic Contribution to End-Stage Cardiomyopathy Requiring Heart Transplantation. Circ Genom Precis Med 2023; 16:452-461. [PMID: 37767697 DOI: 10.1161/circgen.123.004062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 08/11/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND Many cardiovascular disorders propel the development of advanced heart failure that necessitates cardiac transplantation. When treatable causes are excluded, studies to define causes are often abandoned, resulting in a diagnosis of end-stage idiopathic cardiomyopathy. We studied whether DNA sequence analyses could identify unrecognized causes of end-stage nonischemic cardiomyopathy requiring heart transplantation and whether the prevalence of genetic causes differed from ambulatory cardiomyopathy cases. METHODS We performed whole exome and genome sequencing of 122 explanted hearts from 101 adult and 21 pediatric patients with idiopathic cardiomyopathy from a single center. Data were analyzed for pathogenic/likely pathogenic variants in nuclear and mitochondrial genomes and assessed for nonhuman microbial sequences. The frequency of damaging genetic variants was compared among cardiomyopathy cohorts with different clinical severity. RESULTS Fifty-four samples (44.3%) had pathogenic/likely pathogenic cardiomyopathy gene variants. The frequency of pathogenic variants was similar in pediatric (42.9%) and adult (43.6%) samples, but the distribution of mutated genes differed (P=8.30×10-4). The prevalence of causal genetic variants was significantly higher in end-stage than in previously reported ambulatory adult dilated cardiomyopathy cases (P<0.001). Among remaining samples with unexplained causes, no damaging mitochondrial variants were identified, but 28 samples contained parvovirus genome sequences, including 2 samples with 6- to 9-fold higher levels than the overall mean levels in other samples. CONCLUSIONS Pathogenic variants and viral myocarditis were identified in 45.9% of patients with unexplained end-stage cardiomyopathy. Damaging gene variants are significantly more frequent among transplant compared with patients with ambulatory cardiomyopathy. Genetic analyses can help define cause of end-stage cardiomyopathy to guide management and risk stratification of patients and family members.
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Affiliation(s)
- Yuri Kim
- Division of Cardiovascular Medicine, Brigham and Women's Hospital (Y.K., B.M., C.E.S.)
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Oddný Brattberg Gunnarsdóttir
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Anissa Viveiros
- Department of Medicine (A.V., H.Z., H.C., D.H.K., G.Y.O.), University of Alberta
- Mazankowski Alberta Heart Institute, Edmonton, Canada (A.V., H.Z., H.C., D.H.K., G.Y.O.)
| | - Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
- Department of Medicine I, University Hospital, Ludwig Maximilian University of Munich, Germany (D.R.)
| | - Daniel Quiat
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
- Department of Cardiology, Boston Children's Hospital, MA (D.Q.)
| | - Jon A L Willcox
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Hao Zhang
- Department of Medicine (A.V., H.Z., H.C., D.H.K., G.Y.O.), University of Alberta
- Mazankowski Alberta Heart Institute, Edmonton, Canada (A.V., H.Z., H.C., D.H.K., G.Y.O.)
| | - Huachen Chen
- Department of Medicine (A.V., H.Z., H.C., D.H.K., G.Y.O.), University of Alberta
- Mazankowski Alberta Heart Institute, Edmonton, Canada (A.V., H.Z., H.C., D.H.K., G.Y.O.)
| | - Justin J Curran
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Daniel H Kim
- Department of Medicine (A.V., H.Z., H.C., D.H.K., G.Y.O.), University of Alberta
- Mazankowski Alberta Heart Institute, Edmonton, Canada (A.V., H.Z., H.C., D.H.K., G.Y.O.)
| | - Simon Urschel
- Department of Pediatrics (S.U.), University of Alberta
- Stollery Children's Hospital, Edmonton, Alberta, Canada (S.U.)
| | - Barbara McDonough
- Division of Cardiovascular Medicine, Brigham and Women's Hospital (Y.K., B.M., C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (B.M., S.R.D., C.E.S.)
| | - Joshua Gorham
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Steven R DePalma
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (B.M., S.R.D., C.E.S.)
| | - Jonathan G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
| | - Christine E Seidman
- Division of Cardiovascular Medicine, Brigham and Women's Hospital (Y.K., B.M., C.E.S.)
- Department of Genetics, Harvard Medical School, Boston, MA (Y.K., O.B.G., D.R., D.Q., J.A.L.W., J.J.C., J.G., S.R.D., J.G.S., C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (B.M., S.R.D., C.E.S.)
| | - Gavin Y Oudit
- Department of Medicine (A.V., H.Z., H.C., D.H.K., G.Y.O.), University of Alberta
- Mazankowski Alberta Heart Institute, Edmonton, Canada (A.V., H.Z., H.C., D.H.K., G.Y.O.)
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11
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Johnson R, Otway R, Chin E, Horvat C, Ohanian M, Wilcox JA, Su Z, Prestes P, Smolnikov A, Soka M, Guo G, Rath E, Chakravorty S, Chrzanowski L, Hayward CS, Keogh AM, Macdonald PS, Giannoulatou E, Chang AC, Oates EC, Charchar F, Seidman JG, Seidman CE, Hegde M, Fatkin D. DMD-Associated Dilated Cardiomyopathy: Genotypes, Phenotypes, and Phenocopies. Circ Genom Precis Med 2023; 16:421-430. [PMID: 37671549 PMCID: PMC10592075 DOI: 10.1161/circgen.123.004221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 07/31/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND Variants in the DMD gene, that encodes the cytoskeletal protein, dystrophin, cause a severe form of dilated cardiomyopathy (DCM) associated with high rates of heart failure, heart transplantation, and ventricular arrhythmias. Improved early detection of individuals at risk is needed. METHODS Genetic testing of 40 male probands with a potential X-linked genetic cause of primary DCM was undertaken using multi-gene panel sequencing, multiplex polymerase chain reaction, and array comparative genomic hybridization. Variant location was assessed with respect to dystrophin isoform patterns and exon usage. Telomere length was evaluated as a marker of myocardial dysfunction in left ventricular tissue and blood. RESULTS Four pathogenic/likely pathogenic DMD variants were found in 5 probands (5/40: 12.5%). Only one rare variant was identified by gene panel testing with 3 additional multi-exon deletion/duplications found following targeted assays for structural variants. All of the pathogenic/likely pathogenic DMD variants involved dystrophin exons that had percent spliced-in scores >90, indicating high levels of constitutive expression in the human adult heart. Fifteen DMD variant-negative probands (15/40: 37.5%) had variants in autosomal genes including TTN, BAG3, LMNA, and RBM20. Myocardial telomere length was reduced in patients with DCM irrespective of genotype. No differences in blood telomere length were observed between genotype-positive family members with/without DCM and controls. CONCLUSIONS Primary genetic testing using multi-gene panels has a low yield and specific assays for structural variants are required if DMD-associated cardiomyopathy is suspected. Distinguishing X-linked causes of DCM from autosomal genes that show sex differences in clinical presentation is crucial for informed family management.
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Affiliation(s)
- Renee Johnson
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Robyn Otway
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
| | - Ephrem Chin
- Dept of Human Genetics, Emory Univ School of Medicine, Atlanta GA
- PerkinElmer Genomics, PerkinElmer, Waltham
| | | | | | | | - Zheng Su
- School of Biotechnology & Biomolecular Sciences, Faculty of Science, UNSW Sydney, Kensington, NSW, Australia
| | - Priscilla Prestes
- Health Innovation & Transformation Ctr, Federation Univ Australia, Ballarat, Victoria, Australia
| | - Andrei Smolnikov
- School of Biotechnology & Biomolecular Sciences, Faculty of Science, UNSW Sydney, Kensington, NSW, Australia
| | | | | | - Emma Rath
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Samya Chakravorty
- Dept of Human Genetics, Emory Univ School of Medicine, Atlanta GA
- Biocon Bristol Myers Squibb Rsrch & Development Ctr (BBRC), Bangalore, India
| | | | - Christopher S. Hayward
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Cardiology Dept, St Vincent’s Hospital, Darlinghurst, NSW, Australia
| | - Anne M. Keogh
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Cardiology Dept, St Vincent’s Hospital, Darlinghurst, NSW, Australia
| | - Peter S. Macdonald
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Cardiology Dept, St Vincent’s Hospital, Darlinghurst, NSW, Australia
| | - Eleni Giannoulatou
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
| | - Alex C.Y. Chang
- Dept of Cardiology & Shanghai Inst of Precision Medicine, Ninth People’s Hospital, Shanghai Jiao Tong Univ School of Medicine, Shanghai, China
- Baxter Laboratory for Stem Cell Biology, Dept of Microbiology & Immunology, Inst for Stem Cell Biology & Regenerative Medicine, Stanford Univ School of Medicine, Stanford, CA
| | - Emily C. Oates
- School of Biotechnology & Biomolecular Sciences, Faculty of Science, UNSW Sydney, Kensington, NSW, Australia
| | - Fadi Charchar
- Health Innovation & Transformation Ctr, Federation Univ Australia, Ballarat, Victoria, Australia
| | - Jonathan G. Seidman
- Dept of Genetics, Harvard Medical School, Boston, MA
- Howard Hughes Medical Inst, Boston
| | - Christine E. Seidman
- Dept of Genetics, Harvard Medical School, Boston, MA
- Cardiovascular Division, Brigham and Women’s Hospital, Boston MA
| | - Madhuri Hegde
- Dept of Human Genetics, Emory Univ School of Medicine, Atlanta GA
- PerkinElmer Genomics, PerkinElmer, Waltham
| | - Diane Fatkin
- Victor Chang Cardiac Rsrch Inst, Darlinghurst
- School of Clinical Medicine, Faculty of Medicine & Health, UNSW Sydney, Kensington, NSW, Australia
- Cardiology Dept, St Vincent’s Hospital, Darlinghurst, NSW, Australia
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12
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Shi W, Scialdone AP, Emerson JI, Mei L, Wasson LK, Davies HA, Seidman CE, Seidman JG, Cook JG, Conlon FL. Missense Mutation in Human CHD4 Causes Ventricular Noncompaction by Repressing ADAMTS1. Circ Res 2023; 133:48-67. [PMID: 37254794 PMCID: PMC10284140 DOI: 10.1161/circresaha.122.322223] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 05/02/2023] [Accepted: 05/05/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND Left ventricular noncompaction (LVNC) is a prevalent cardiomyopathy associated with excessive trabeculation and thin compact myocardium. Patients with LVNC are vulnerable to cardiac dysfunction and at high risk of sudden death. Although sporadic and inherited mutations in cardiac genes are implicated in LVNC, understanding of the mechanisms responsible for human LVNC is limited. METHODS We screened the complete exome sequence database of the Pediatrics Cardiac Genomics Consortium and identified a cohort with a de novo CHD4 (chromodomain helicase DNA-binding protein 4) proband, CHD4M202I, with congenital heart defects. We engineered a humanized mouse model of CHD4M202I (mouse CHD4M195I). Histological analysis, immunohistochemistry, flow cytometry, transmission electron microscopy, and echocardiography were used to analyze cardiac anatomy and function. Ex vivo culture, immunopurification coupled with mass spectrometry, transcriptional profiling, and chromatin immunoprecipitation were performed to deduce the mechanism of CHD4M195I-mediated ventricular wall defects. RESULTS CHD4M195I/M195I mice developed biventricular hypertrabeculation and noncompaction and died at birth. Proliferation of cardiomyocytes was significantly increased in CHD4M195I hearts, and the excessive trabeculation was associated with accumulation of ECM (extracellular matrix) proteins and a reduction of ADAMTS1 (ADAM metallopeptidase with thrombospondin type 1 motif 1), an ECM protease. We rescued the hyperproliferation and hypertrabeculation defects in CHD4M195I hearts by administration of ADAMTS1. Mechanistically, the CHD4M195I protein showed augmented affinity to endocardial BRG1 (SWI/SNF-related, matrix-associated, actin-dependent regulator of chromatin, subfamily A, member 4). This enhanced affinity resulted in the failure of derepression of Adamts1 transcription such that ADAMTS1-mediated trabeculation termination was impaired. CONCLUSIONS Our study reveals how a single mutation in the chromatin remodeler CHD4, in mice or humans, modulates ventricular chamber maturation and that cardiac defects associated with the missense mutation CHD4M195I can be attenuated by the administration of ADAMTS1.
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Affiliation(s)
- Wei Shi
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
| | - Angel P. Scialdone
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
| | - James I. Emerson
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
| | - Liu Mei
- Department of Biochemistry & Biophysics (L.M., J.G.C.), the University of North Carolina at Chapel Hill
| | - Lauren K. Wasson
- Department of Genetics, Harvard Medical School, Boston, MA (L.K.W., C.E.S., J.G.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (L.K.W., C.E.S.)
| | - Haley A. Davies
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA (L.K.W., C.E.S., J.G.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (L.K.W., C.E.S.)
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
| | - Jonathan G. Seidman
- Department of Biochemistry & Biophysics (L.M., J.G.C.), the University of North Carolina at Chapel Hill
- Department of Genetics, Harvard Medical School, Boston, MA (L.K.W., C.E.S., J.G.S.)
| | - Jeanette G. Cook
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
- Department of Biochemistry & Biophysics (L.M., J.G.C.), the University of North Carolina at Chapel Hill
- Lineberger Comprehensive Cancer Center (F.L.C.), the University of North Carolina at Chapel Hill
- Department of Genetics, Harvard Medical School, Boston, MA (L.K.W., C.E.S., J.G.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (L.K.W., C.E.S.)
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
| | - Frank L. Conlon
- Department of Biology and Genetics, McAllister Heart Institute (W.S., A.P.S., J.I.E., H.A.D., F.L.C.), the University of North Carolina at Chapel Hill
- Lineberger Comprehensive Cancer Center (F.L.C.), the University of North Carolina at Chapel Hill
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13
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Jang MY, Patel PN, Pereira AC, Willcox JA, Haghighi A, Tai AC, Ito K, Morton SU, Gorham JM, McKean DM, DePalma SR, Bernstein D, Brueckner M, Chung WK, Giardini A, Goldmuntz E, Kaltman JR, Kim R, Newburger JW, Shen Y, Srivastava D, Tristani-Firouzi M, Gelb BD, Porter GA, Seidman CE, Seidman JG. Contribution of Previously Unrecognized RNA Splice-Altering Variants to Congenital Heart Disease. Circ Genom Precis Med 2023; 16:224-231. [PMID: 37165897 PMCID: PMC10404383 DOI: 10.1161/circgen.122.003924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 03/13/2023] [Indexed: 05/12/2023]
Abstract
BACKGROUND Known genetic causes of congenital heart disease (CHD) explain <40% of CHD cases, and interpreting the clinical significance of variants with uncertain functional impact remains challenging. We aim to improve diagnostic classification of variants in patients with CHD by assessing the impact of noncanonical splice region variants on RNA splicing. METHODS We tested de novo variants from trio studies of 2649 CHD probands and their parents, as well as rare (allele frequency, <2×10-6) variants from 4472 CHD probands in the Pediatric Cardiac Genetics Consortium through a combined computational and in vitro approach. RESULTS We identified 53 de novo and 74 rare variants in CHD cases that alter splicing and thus are loss of function. Of these, 77 variants are in known dominant, recessive, and candidate CHD genes, including KMT2D and RBFOX2. In 1 case, we confirmed the variant's predicted impact on RNA splicing in RNA transcripts from the proband's cardiac tissue. Two probands were found to have 2 loss-of-function variants for recessive CHD genes HECTD1 and DYNC2H1. In addition, SpliceAI-a predictive algorithm for altered RNA splicing-has a positive predictive value of ≈93% in our cohort. CONCLUSIONS Through assessment of RNA splicing, we identified a new loss-of-function variant within a CHD gene in 78 probands, of whom 69 (1.5%; n=4472) did not have a previously established genetic explanation for CHD. Identification of splice-altering variants improves diagnostic classification and genetic diagnoses for CHD. REGISTRATION URL: https://clinicaltrials.gov; Unique identifier: NCT01196182.
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Affiliation(s)
- Min Young Jang
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Department of Medicine (M.Y.J., A.H.), Brigham and Women’s Hospital, Boston, MA
| | - Parth N. Patel
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Division of Cardiology, Massachusetts General Hospital, Boston, MA (P.N.P.)
| | - Alexandre C. Pereira
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Jon A.L. Willcox
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Alireza Haghighi
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Department of Medicine (M.Y.J., A.H.), Brigham and Women’s Hospital, Boston, MA
| | - Angela C. Tai
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Kaoru Ito
- Laboratory for Cardiovascular Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (K.I.)
| | - Sarah U. Morton
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Pediatrics (S.U.M.), Harvard Medical School, Boston, MA
| | - Joshua M. Gorham
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - David M. McKean
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Steven R. DePalma
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Division of Cardiology (S.R.D., C.E.S.), Brigham and Women’s Hospital, Boston, MA
| | - Daniel Bernstein
- Department of Pediatrics, Stanford University, Palo Alto, CA (D.B.)
| | - Martina Brueckner
- Departments of Genetics (M.B.), Yale University School of Medicine, New Haven, CT
- Pediatric Cardiology (M.B.), Yale University School of Medicine, New Haven, CT
| | - Wendy K. Chung
- Departments of Pediatrics (W.K.C.), Columbia University Medical Center, New York, NY
- Medicine (W.K.C.), Columbia University Medical Center, New York, NY
| | - Alessandro Giardini
- Cardiorespiratory Unit, Great Ormond Street Hospital, London, United Kingdom (A.G.)
| | - Elizabeth Goldmuntz
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA (E.G.)
| | - Jonathan R. Kaltman
- Heart Development and Structural Diseases Branch, Division of Cardiovascular Sciences, National Institute of Heart, Lung, and Blood, National Institutes of Health, Bethesda, MD (J.R.K.)
| | - Richard Kim
- Department of Cardiac Surgery, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA (R.K.)
| | - Jane W. Newburger
- Department of Cardiology (J.W.N.), Boston Children’s Hospital, MA
- Department of Cardiology (J.W.N.), Boston Children’s Hospital, MA
| | - Yufeng Shen
- Systems Biology (Y.S.), Columbia University Medical Center, New York, NY
- Biomedical Informatics (Y.S.), Columbia University Medical Center, New York, NY
| | - Deepak Srivastava
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA (D.S.)
| | - Martin Tristani-Firouzi
- Nora Eccles Harrison Cardiovascular Research and Training Institute, University of Utah, Salt Lake City, UT (M.T.-F.)
| | - Bruce D. Gelb
- Mindich Child Health and Development Institute (B.D.G.), Icahn School of Medicine at Mount Sinai, New York
- Department of Pediatrics (B.D.G.), Icahn School of Medicine at Mount Sinai, New York
- Department of Genetics (B.D.G.), Icahn School of Medicine at Mount Sinai, New York
- Department of Genomic Sciences (B.D. co-occurrence G.), Icahn School of Medicine at Mount Sinai, New York
| | - George A. Porter
- Department of Pediatrics, University of Rochester Medical Center, NY (G.A.P.)
| | - Christine E. Seidman
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
- Division of Cardiology (S.R.D., C.E.S.), Brigham and Women’s Hospital, Boston, MA
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Jonathan G. Seidman
- Departments of Genetics (M.Y.J., P.N.P., A.C.P., J.A.L.W., A.H., A.C.T., S.U.M., J.M.G., D.M.M., S.R.D., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
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14
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Sweat ME, Cao Y, Zhang X, Burnicka-Turek O, Perez-Cervantes C, Akerberg BN, Ma Q, Wakimoto H, Gorham JM, Song MK, Trembley MA, Wang P, Lu F, Gianeselli M, Prondzynski M, Bortolin RH, Seidman JG, Seidman CE, Moskowitz IP, Pu WT. Tbx5 maintains atrial identity by regulating an atrial enhancer network. bioRxiv 2023:2023.04.21.537535. [PMID: 37131696 PMCID: PMC10153240 DOI: 10.1101/2023.04.21.537535] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Understanding how the atrial and ventricular chambers of the heart maintain their distinct identity is a prerequisite for treating chamber-specific diseases. Here, we selectively inactivated the transcription factor Tbx5 in the atrial working myocardium of the neonatal mouse heart to show that it is required to maintain atrial identity. Atrial Tbx5 inactivation downregulated highly chamber specific genes such as Myl7 and Nppa , and conversely, increased the expression of ventricular identity genes including Myl2 . Using combined single nucleus transcriptome and open chromatin profiling, we assessed genomic accessibility changes underlying the altered atrial identity expression program, identifying 1846 genomic loci with greater accessibility in control atrial cardiomyocytes compared to KO aCMs. 69% of the control-enriched ATAC regions were bound by TBX5, demonstrating a role for TBX5 in maintaining atrial genomic accessibility. These regions were associated with genes that had higher expression in control aCMs compared to KO aCMs, suggesting they act as TBX5-dependent enhancers. We tested this hypothesis by analyzing enhancer chromatin looping using HiChIP and found 510 chromatin loops that were sensitive to TBX5 dosage. Of the loops enriched in control aCMs, 73.7% contained anchors in control-enriched ATAC regions. Together, these data demonstrate a genomic role for TBX5 in maintaining the atrial gene expression program by binding to atrial enhancers and preserving tissue-specific chromatin architecture of atrial enhancers.
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15
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Alvim JM, Venturini G, Oliveira TGM, Seidman JG, Seidman CE, Krieger JE, Pereira AC. mTOR signaling inhibition decreases lysosome migration and impairs the success of Trypanosoma cruzi infection and replication in cardiomyocytes. Acta Trop 2023; 240:106845. [PMID: 36709791 DOI: 10.1016/j.actatropica.2023.106845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 01/23/2023] [Accepted: 01/25/2023] [Indexed: 01/27/2023]
Abstract
Chagas disease is caused by the parasite Trypanosoma cruzi (T. cruzi) and, among all the chronic manifestations of the disease, Chronic Chagas Cardiomyopathy (CCC) is the most severe outcome. Despite high burden and public health importance in Latin America, there is a gap in understanding the molecular mechanisms that results in CCC development. Previous studies showed that T. cruzi uses the host machinery for infection and replication, including the repurposing of the responses to intracellular infection such as mitochondrial activity, vacuolar membrane, and lysosomal activation in benefit of parasite infection and replication. One common signaling upstream to many responses to parasite infection is mTOR pathway, previous associated to several downstream cellular mechanisms including autophagy, mitophagy and lysosomal activation. Here, using human iPSC derived cardiomyocytes (hiPSCCM), we show the mTOR pathway is activated in hiPSCCM after T. cruzi infection, and the inhibition of mTOR with rapamycin reduced number of T. cruzi 48 h post infection (hpi). Rapamycin treatment also reduced lysosome migration from nuclei region to cell periphery resulting in less T. cruzi inside the parasitophorous vacuole (PV) in the first hour of infection. In addition, the number of parasites leaving the PV to the cytoplasm to replicate in later times of infection was also lower after rapamycin treatment. Altogether, our data suggest that host's mTOR activation concomitant with parasite infection modulates lysosome migration and that T. cruzi uses this mechanism to achieve infection and replication. Modulating this mechanism with rapamycin impaired the success of T. cruzi life cycle independent of mitophagy.
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Affiliation(s)
- Juliana M Alvim
- Heart Institute, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Laboratory of Genetics and Molecular Cardiology, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil
| | - Gabriela Venturini
- Heart Institute, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Laboratory of Genetics and Molecular Cardiology, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Department of Genetics, Harvard Medical School, United States.
| | - Theo G M Oliveira
- Heart Institute, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Laboratory of Genetics and Molecular Cardiology, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Fundação Pró-Sangue Hemocentro de São Paulo, Brazil
| | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, United States; Brigham and Women's Hospital, Harvard Medical School, United States; Howard Hughes Medical Institute (HHMI), United States
| | - José E Krieger
- Heart Institute, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Laboratory of Genetics and Molecular Cardiology, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil
| | - Alexandre C Pereira
- Heart Institute, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Laboratory of Genetics and Molecular Cardiology, Clinical Hospital, Faculty of Medicine, University of São Paulo, Brazil; Department of Genetics, Harvard Medical School, United States
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16
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Venturini G, Alvim JM, Padilha K, Toepfer CN, Gorham JM, Wasson LK, Biagi D, Schenkman S, Carvalho VM, Salgueiro JS, Cardozo KHM, Krieger JE, Pereira AC, Seidman JG, Seidman CE. Cardiomyocyte infection by Trypanosoma cruzi promotes innate immune response and glycolysis activation. Front Cell Infect Microbiol 2023; 13:1098457. [PMID: 36814444 PMCID: PMC9940271 DOI: 10.3389/fcimb.2023.1098457] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/16/2023] [Indexed: 02/08/2023] Open
Abstract
Introduction Chagas cardiomyopathy, a disease caused by Trypanosoma cruzi (T. cruzi) infection, is a major contributor to heart failure in Latin America. There are significant gaps in our understanding of the mechanism for infection of human cardiomyocytes, the pathways activated during the acute phase of the disease, and the molecular changes that lead to the progression of cardiomyopathy. Methods To investigate the effects of T. cruzi on human cardiomyocytes during infection, we infected induced pluripotent stem cell-derived cardiomyocytes (iPSC-CM) with the parasite and analyzed cellular, molecular, and metabolic responses at 3 hours, 24 hours, and 48 hours post infection (hpi) using transcriptomics (RNAseq), proteomics (LC-MS), and metabolomics (GC-MS and Seahorse) analyses. Results Analyses of multiomic data revealed that cardiomyocyte infection caused a rapid increase in genes and proteins related to activation innate and adaptive immune systems and pathways, including alpha and gamma interferons, HIF-1α signaling, and glycolysis. These responses resemble prototypic responses observed in pathogen-activated immune cells. Infection also caused an activation of glycolysis that was dependent on HIF-1α signaling. Using gene editing and pharmacological inhibitors, we found that T. cruzi uptake was mediated in part by the glucose-facilitated transporter GLUT4 and that the attenuation of glycolysis, HIF-1α activation, or GLUT4 expression decreased T. cruzi infection. In contrast, pre-activation of pro-inflammatory immune responses with LPS resulted in increased infection rates. Conclusion These findings suggest that T. cruzi exploits a HIF-1α-dependent, cardiomyocyte-intrinsic stress-response activation of glycolysis to promote intracellular infection and replication. These chronic immuno-metabolic responses by cardiomyocytes promote dysfunction, cell death, and the emergence of cardiomyopathy.
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Affiliation(s)
- Gabriela Venturini
- Department of Genetics, Harvard Medical School, Boston, MA, United States,Laboratory of Genetics and Molecular Cardiology, University of São Paulo Medical School, São Paulo, Brazil
| | - Juliana M. Alvim
- Laboratory of Genetics and Molecular Cardiology, University of São Paulo Medical School, São Paulo, Brazil
| | - Kallyandra Padilha
- Laboratory of Genetics and Molecular Cardiology, University of São Paulo Medical School, São Paulo, Brazil
| | - Christopher N. Toepfer
- Department of Genetics, Harvard Medical School, Boston, MA, United States,Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom,Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Joshua M. Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Lauren K. Wasson
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | | | - Sergio Schenkman
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, São Paulo, Brazil
| | | | | | | | - Jose E. Krieger
- Laboratory of Genetics and Molecular Cardiology, University of São Paulo Medical School, São Paulo, Brazil
| | - Alexandre C. Pereira
- Department of Genetics, Harvard Medical School, Boston, MA, United States,Laboratory of Genetics and Molecular Cardiology, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, United States,Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States,Howard Hughes Medical Institute, Chevy Chase, MD, United States,*Correspondence: Christine E. Seidman,
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17
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Jun G, English AC, Metcalf GA, Yang J, Chaisson MJP, Pankratz N, Menon VK, Salerno WJ, Krasheninina O, Smith AV, Lane JA, Blackwell T, Kang HM, Salvi S, Meng Q, Shen H, Pasham D, Bhamidipati S, Kottapalli K, Arnett DK, Ashley-Koch A, Auer PL, Beutel KM, Bis JC, Blangero J, Bowden DW, Brody JA, Cade BE, Chen YDI, Cho MH, Curran JE, Fornage M, Freedman BI, Fingerlin T, Gelb BD, Hou L, Hung YJ, Kane JP, Kaplan R, Kim W, Loos RJ, Marcus GM, Mathias RA, McGarvey ST, Montgomery C, Naseri T, Nouraie SM, Preuss MH, Palmer ND, Peyser PA, Raffield LM, Ratan A, Redline S, Reupena S, Rotter JI, Rich SS, Rienstra M, Ruczinski I, Sankaran VG, Schwartz DA, Seidman CE, Seidman JG, Silverman EK, Smith JA, Stilp A, Taylor KD, Telen MJ, Weiss ST, Williams LK, Wu B, Yanek LR, Zhang Y, Lasky-Su J, Gingras MC, Dutcher SK, Eichler EE, Gabriel S, Germer S, Kim R, Viaud-Martinez KA, Nickerson DA, Luo J, Reiner A, Gibbs RA, Boerwinkle E, Abecasis G, Sedlazeck FJ. Structural variation across 138,134 samples in the TOPMed consortium. Res Sq 2023:rs.3.rs-2515453. [PMID: 36778386 PMCID: PMC9915771 DOI: 10.21203/rs.3.rs-2515453/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Ever larger Structural Variant (SV) catalogs highlighting the diversity within and between populations help researchers better understand the links between SVs and disease. The identification of SVs from DNA sequence data is non-trivial and requires a balance between comprehensiveness and precision. Here we present a catalog of 355,667 SVs (59.34% novel) across autosomes and the X chromosome (50bp+) from 138,134 individuals in the diverse TOPMed consortium. We describe our methodologies for SV inference resulting in high variant quality and >90% allele concordance compared to long-read de-novo assemblies of well-characterized control samples. We demonstrate utility through significant associations between SVs and important various cardio-metabolic and hematologic traits. We have identified 690 SV hotspots and deserts and those that potentially impact the regulation of medically relevant genes. This catalog characterizes SVs across multiple populations and will serve as a valuable tool to understand the impact of SV on disease development and progression.
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Affiliation(s)
- Goo Jun
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston
| | - Adam C English
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Ginger A Metcalf
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Jianzhi Yang
- University of Southern California, Los Angeles, CA, USA
| | | | | | - Vipin K Menon
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | | | | | - Albert V Smith
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - John A Lane
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Tom Blackwell
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Hyun Min Kang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Sejal Salvi
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Qingchang Meng
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Hua Shen
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Divya Pasham
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Sravya Bhamidipati
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Kavya Kottapalli
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Donna K. Arnett
- Department of Epidemiology, University of Kentucky College of Public Health
| | - Allison Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, NC
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC
| | - Paul L. Auer
- Division of Biostatistics and Cancer Center, Medical College of Wisconsin, Milwaukee WI
| | | | - Joshua C. Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - John Blangero
- Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas, Rio Grande Valley School of Medicine, Brownsville, TX
| | - Donald W. Bowden
- Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jennifer A. Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Brian E. Cade
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA
| | - Yii-Der Ida Chen
- Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
| | - Michael H. Cho
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Joanne E. Curran
- Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Myriam Fornage
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX
| | - Barry I. Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Tasha Fingerlin
- Center for Genes, Environment and Health, National Jewish Health, 1400 Jackson St., Denver, CO, 80206, USA
| | - Bruce D. Gelb
- Mindich Child Health and Development Institute and the Departments of Pediatrics and Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai
| | | | - Yi-Jen Hung
- Institute of Preventive Medicine, National Defense Medical Center, Taiwan
| | - John P Kane
- Cardiovascular Research Institute, University of California, San Francisco
| | - Robert Kaplan
- Department of epidemiology and population health, Albert Einstein College of Medicine, Bronx NY USA
| | - Wonji Kim
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Ruth J.F. Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Gregory M Marcus
- Division of Cardiology, University of California, San Francisco CA
| | - Rasika A. Mathias
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stephen T. McGarvey
- Department of Epidemiology, International Health Institute and Department of Anthropology, Brown University
| | - Courtney Montgomery
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation
| | - Take Naseri
- Ministry of Health, Government of Samoa, Apia, Samoa
| | - S. Mehdi Nouraie
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Michael H. Preuss
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Patricia A. Peyser
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI USA
| | | | - Aakrosh Ratan
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA USA
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA
| | | | - Jerome I. Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Stephen S. Rich
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI USA
| | - Michiel Rienstra
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Ingo Ruczinski
- Department of Biostatistics, Johns Hopkins University Bloomberg, School of Public Health, Baltimore, MD, USA
| | - Vijay G. Sankaran
- Division of Hematology/Oncology, Boston Children’s Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02115
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School
- Cardiovascular Division, Brigham & Women’s Hospital, Harvard University
- Howard Hughes Medical Institute, Harvard University
| | | | - Edwin K. Silverman
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Jennifer A. Smith
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Adrienne Stilp
- Department of Biostatistics, University of Washington, Seattle, WA
| | - Kent D. Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA USA
| | - Marilyn J. Telen
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Scott T. Weiss
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - L. Keoki Williams
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, United States of America
| | - Baojun Wu
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, United States of America
| | - Lisa R. Yanek
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Yingze Zhang
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Jessica Lasky-Su
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | | | - Susan K. Dutcher
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO 63110, USA
| | - Evan E. Eichler
- Department of Genome Sciences, University of Washington School of Medicine, Seattle, Washington, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
| | | | | | - Ryan Kim
- Psomagen, Inc.,Rockville, Maryland, USA
| | | | | | | | - James Luo
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Alex Reiner
- Department of Epidemiology, University of Washington, Seattle, WA 98109, USA
| | - Richard A Gibbs
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Eric Boerwinkle
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Goncalo Abecasis
- Regeneron Genetics Center
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Fritz J Sedlazeck
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
- Department of Computer Science, Rice University, 6100 Main Street, Houston, TX, 77005, USA
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18
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Reichart D, Newby GA, Wakimoto H, Lun M, Gorham JM, Curran JJ, Raguram A, DeLaughter DM, Conner DA, Marsiglia JDC, Kohli S, Chmatal L, Page DC, Zabaleta N, Vandenberghe L, Liu DR, Seidman JG, Seidman C. Efficient in vivo genome editing prevents hypertrophic cardiomyopathy in mice. Nat Med 2023; 29:412-421. [PMID: 36797483 PMCID: PMC9941048 DOI: 10.1038/s41591-022-02190-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 12/16/2022] [Indexed: 02/18/2023]
Abstract
Dominant missense pathogenic variants in cardiac myosin heavy chain cause hypertrophic cardiomyopathy (HCM), a currently incurable disorder that increases risk for stroke, heart failure and sudden cardiac death. In this study, we assessed two different genetic therapies-an adenine base editor (ABE8e) and a potent Cas9 nuclease delivered by AAV9-to prevent disease in mice carrying the heterozygous HCM pathogenic variant myosin R403Q. One dose of dual-AAV9 vectors, each carrying one half of RNA-guided ABE8e, corrected the pathogenic variant in ≥70% of ventricular cardiomyocytes and maintained durable, normal cardiac structure and function. An additional dose provided more editing in the atria but also increased bystander editing. AAV9 delivery of RNA-guided Cas9 nuclease effectively inactivated the pathogenic allele, albeit with dose-dependent toxicities, necessitating a narrow therapeutic window to maintain health. These preclinical studies demonstrate considerable potential for single-dose genetic therapies to correct or silence pathogenic variants and prevent the development of HCM.
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Affiliation(s)
- Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Medicine I, University Hospital, LMU Munich, Munich, Germany
| | - Gregory A Newby
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Mingyue Lun
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Justin J Curran
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Aditya Raguram
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Daniel M DeLaughter
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - David A Conner
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | | | - Sajeev Kohli
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - David C Page
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Whitehead Institute, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Nerea Zabaleta
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA
- Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - Luk Vandenberghe
- Grousbeck Gene Therapy Center, Schepens Eye Research Institute, Mass Eye and Ear, Boston, MA, USA
- Ocular Genomics Institute, Department of Ophthalmology, Harvard Medical School, Boston, MA, USA
- Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA
| | - David R Liu
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - Christine Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
- Cardiovascular Division, Brigham and Women's Hospital, Boston, MA, USA.
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19
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Jun G, English AC, Metcalf GA, Yang J, Chaisson MJP, Pankratz N, Menon VK, Salerno WJ, Krasheninina O, Smith AV, Lane JA, Blackwell T, Kang HM, Salvi S, Meng Q, Shen H, Pasham D, Bhamidipati S, Kottapalli K, Arnett DK, Ashley-Koch A, Auer PL, Beutel KM, Bis JC, Blangero J, Bowden DW, Brody JA, Cade BE, Chen YDI, Cho MH, Curran JE, Fornage M, Freedman BI, Fingerlin T, Gelb BD, Hou L, Hung YJ, Kane JP, Kaplan R, Kim W, Loos RJ, Marcus GM, Mathias RA, McGarvey ST, Montgomery C, Naseri T, Nouraie SM, Preuss MH, Palmer ND, Peyser PA, Raffield LM, Ratan A, Redline S, Reupena S, Rotter JI, Rich SS, Rienstra M, Ruczinski I, Sankaran VG, Schwartz DA, Seidman CE, Seidman JG, Silverman EK, Smith JA, Stilp A, Taylor KD, Telen MJ, Weiss ST, Williams LK, Wu B, Yanek LR, Zhang Y, Lasky-Su J, Gingras MC, Dutcher SK, Eichler EE, Gabriel S, Germer S, Kim R, Viaud-Martinez KA, Nickerson DA, Luo J, Reiner A, Gibbs RA, Boerwinkle E, Abecasis G, Sedlazeck FJ. Structural variation across 138,134 samples in the TOPMed consortium. bioRxiv 2023:2023.01.25.525428. [PMID: 36747810 PMCID: PMC9900832 DOI: 10.1101/2023.01.25.525428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Ever larger Structural Variant (SV) catalogs highlighting the diversity within and between populations help researchers better understand the links between SVs and disease. The identification of SVs from DNA sequence data is non-trivial and requires a balance between comprehensiveness and precision. Here we present a catalog of 355,667 SVs (59.34% novel) across autosomes and the X chromosome (50bp+) from 138,134 individuals in the diverse TOPMed consortium. We describe our methodologies for SV inference resulting in high variant quality and >90% allele concordance compared to long-read de-novo assemblies of well-characterized control samples. We demonstrate utility through significant associations between SVs and important various cardio-metabolic and hemotologic traits. We have identified 690 SV hotspots and deserts and those that potentially impact the regulation of medically relevant genes. This catalog characterizes SVs across multiple populations and will serve as a valuable tool to understand the impact of SV on disease development and progression.
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Affiliation(s)
- Goo Jun
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston
| | - Adam C English
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Ginger A Metcalf
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Jianzhi Yang
- University of Southern California, Los Angeles, CA, USA
| | | | | | - Vipin K Menon
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | | | | | - Albert V Smith
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - John A Lane
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Tom Blackwell
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Hyun Min Kang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Sejal Salvi
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Qingchang Meng
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Hua Shen
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Divya Pasham
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Sravya Bhamidipati
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Kavya Kottapalli
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Donna K. Arnett
- Department of Epidemiology, University of Kentucky College of Public Health
| | - Allison Ashley-Koch
- Department of Medicine, Duke University Medical Center, Durham, NC
- Duke Molecular Physiology Institute, Duke University Medical Center, Durham, NC
| | - Paul L. Auer
- Division of Biostatistics and Cancer Center, Medical College of Wisconsin, Milwaukee WI
| | | | - Joshua C. Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - John Blangero
- Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas, Rio Grande Valley School of Medicine, Brownsville, TX
| | - Donald W. Bowden
- Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jennifer A. Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Brian E. Cade
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA
| | - Yii-Der Ida Chen
- Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
| | - Michael H. Cho
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Joanne E. Curran
- Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Myriam Fornage
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX
| | - Barry I. Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Tasha Fingerlin
- Center for Genes, Environment and Health, National Jewish Health, 1400 Jackson St., Denver, CO, 80206, USA
| | - Bruce D. Gelb
- Mindich Child Health and Development Institute and the Departments of Pediatrics and Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai
| | | | - Yi-Jen Hung
- Institute of Preventive Medicine, National Defense Medical Center, Taiwan
| | - John P Kane
- Cardiovascular Research Institute, University of California, San Francisco
| | - Robert Kaplan
- Department of epidemiology and population health, Albert Einstein College of Medicine, Bronx NY USA
| | - Wonji Kim
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Ruth J.F. Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Gregory M Marcus
- Division of Cardiology, University of California, San Francisco CA
| | - Rasika A. Mathias
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stephen T. McGarvey
- Department of Epidemiology, International Health Institute and Department of Anthropology, Brown University
| | - Courtney Montgomery
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation
| | - Take Naseri
- Ministry of Health, Government of Samoa, Apia, Samoa
| | - S. Mehdi Nouraie
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Michael H. Preuss
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Patricia A. Peyser
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI USA
| | | | - Aakrosh Ratan
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA USA
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA
| | | | - Jerome I. Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Stephen S. Rich
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI USA
| | - Michiel Rienstra
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Ingo Ruczinski
- Department of Biostatistics, Johns Hopkins University Bloomberg, School of Public Health, Baltimore, MD, USA
| | - Vijay G. Sankaran
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02115
- Broad Institute of MIT and Harvard, Cambridge, MA 02142
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School
- Cardiovascular Division, Brigham & Women’s Hospital, Harvard University
- Howard Hughes Medical Institute, Harvard University
| | | | - Edwin K. Silverman
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA
| | - Jennifer A. Smith
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Adrienne Stilp
- Department of Biostatistics, University of Washington, Seattle, WA
| | - Kent D. Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA USA
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA USA
| | - Marilyn J. Telen
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Scott T. Weiss
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - L. Keoki Williams
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, United States of America
| | - Baojun Wu
- Center for Individualized and Genomic Medicine Research (CIGMA), Department of Internal Medicine, Henry Ford Health System, Detroit, Michigan, United States of America
| | - Lisa R. Yanek
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Yingze Zhang
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15213
| | - Jessica Lasky-Su
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Susan K. Dutcher
- Department of Genetics, Washington University School of Medicine, Saint Louis, MO 63110, USA
| | - Evan E. Eichler
- Department of Genome Sciences, University of Washington School of Medicine, Seattle, Washington, USA
- Howard Hughes Medical Institute, University of Washington, Seattle, Washington, USA
| | | | | | - Ryan Kim
- Psomagen, Inc.,Rockville, Maryland, USA
| | | | | | | | - James Luo
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Alex Reiner
- Department of Epidemiology, University of Washington, Seattle, WA 98109, USA
| | - Richard A Gibbs
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Eric Boerwinkle
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
| | - Goncalo Abecasis
- Regeneron Genetics Center
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Fritz J Sedlazeck
- Baylor College of Medicine Human Genome Sequencing Center, Houston, TX, USA
- Department of Computer Science, Rice University, 6100 Main Street, Houston, TX, 77005, USA
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20
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Yang JH, Hayano M, Griffin PT, Amorim JA, Bonkowski MS, Apostolides JK, Salfati EL, Blanchette M, Munding EM, Bhakta M, Chew YC, Guo W, Yang X, Maybury-Lewis S, Tian X, Ross JM, Coppotelli G, Meer MV, Rogers-Hammond R, Vera DL, Lu YR, Pippin JW, Creswell ML, Dou Z, Xu C, Mitchell SJ, Das A, O'Connell BL, Thakur S, Kane AE, Su Q, Mohri Y, Nishimura EK, Schaevitz L, Garg N, Balta AM, Rego MA, Gregory-Ksander M, Jakobs TC, Zhong L, Wakimoto H, El Andari J, Grimm D, Mostoslavsky R, Wagers AJ, Tsubota K, Bonasera SJ, Palmeira CM, Seidman JG, Seidman CE, Wolf NS, Kreiling JA, Sedivy JM, Murphy GF, Green RE, Garcia BA, Berger SL, Oberdoerffer P, Shankland SJ, Gladyshev VN, Ksander BR, Pfenning AR, Rajman LA, Sinclair DA. Loss of epigenetic information as a cause of mammalian aging. Cell 2023; 186:305-326.e27. [PMID: 36638792 PMCID: PMC10166133 DOI: 10.1016/j.cell.2022.12.027] [Citation(s) in RCA: 156] [Impact Index Per Article: 156.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 08/09/2022] [Accepted: 12/15/2022] [Indexed: 01/13/2023]
Abstract
All living things experience an increase in entropy, manifested as a loss of genetic and epigenetic information. In yeast, epigenetic information is lost over time due to the relocalization of chromatin-modifying proteins to DNA breaks, causing cells to lose their identity, a hallmark of yeast aging. Using a system called "ICE" (inducible changes to the epigenome), we find that the act of faithful DNA repair advances aging at physiological, cognitive, and molecular levels, including erosion of the epigenetic landscape, cellular exdifferentiation, senescence, and advancement of the DNA methylation clock, which can be reversed by OSK-mediated rejuvenation. These data are consistent with the information theory of aging, which states that a loss of epigenetic information is a reversible cause of aging.
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Affiliation(s)
- Jae-Hyun Yang
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA.
| | - Motoshi Hayano
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA; Department of Ophthalmology, Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
| | - Patrick T Griffin
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - João A Amorim
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA; IIIUC-Institute of Interdisciplinary Research, University of Coimbra, Coimbra, Portugal
| | - Michael S Bonkowski
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - John K Apostolides
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Elias L Salfati
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | | | | | - Mital Bhakta
- Cantata/Dovetail Genomics, Scotts Valley, CA, USA
| | | | - Wei Guo
- Zymo Research Corporation, Irvine, CA, USA
| | | | - Sun Maybury-Lewis
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Xiao Tian
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Jaime M Ross
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Giuseppe Coppotelli
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Margarita V Meer
- Department of Medicine, Brigham and Women's Hospital, HMS, Boston, MA, USA
| | - Ryan Rogers-Hammond
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Daniel L Vera
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Yuancheng Ryan Lu
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Jeffrey W Pippin
- Division of Nephrology, University of Washington, Seattle, WA, USA
| | - Michael L Creswell
- Division of Nephrology, University of Washington, Seattle, WA, USA; Georgetown University School of Medicine, Washington, DC, USA
| | - Zhixun Dou
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Caiyue Xu
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Abhirup Das
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA; Department of Pharmacology, UNSW, Sydney, NSW, Australia
| | | | - Sachin Thakur
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Alice E Kane
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Qiao Su
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Yasuaki Mohri
- Department of Stem Cell Biology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Emi K Nishimura
- Department of Stem Cell Biology, Tokyo Medical and Dental University, Tokyo, Japan
| | | | - Neha Garg
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Ana-Maria Balta
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - Meghan A Rego
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | | | - Tatjana C Jakobs
- Schepens Eye Research Institute, Massachusetts Eye and Ear Infirmary, HMS, Boston, MA, USA
| | - Lei Zhong
- The Massachusetts General Hospital Cancer Center, HMS, Boston, MA, USA
| | | | - Jihad El Andari
- Department of Infectious Diseases/Virology, Section Viral Vector Technologies, Medical Faculty, University of Heidelberg, BioQuant, Heidelberg, Germany
| | - Dirk Grimm
- Department of Infectious Diseases/Virology, Section Viral Vector Technologies, Medical Faculty, University of Heidelberg, BioQuant, Heidelberg, Germany
| | - Raul Mostoslavsky
- The Massachusetts General Hospital Cancer Center, HMS, Boston, MA, USA
| | - Amy J Wagers
- Paul F. Glenn Center for Biology of Aging Research, Harvard Stem Cell Institute, Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA; Joslin Diabetes Center, Boston, MA, USA
| | - Kazuo Tsubota
- Department of Ophthalmology, Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
| | - Stephen J Bonasera
- Division of Geriatrics, University of Nebraska Medical Center, Durham Research Center II, Omaha, NE, USA
| | - Carlos M Palmeira
- Department of Life Sciences, Faculty of Sciences and Technology, University of Coimbra, Coimbra, Portugal
| | | | | | - Norman S Wolf
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Jill A Kreiling
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, RI, USA
| | - John M Sedivy
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, RI, USA
| | - George F Murphy
- Department of Pathology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Richard E Green
- Department of Biomolecular Engineering, UCSC, Santa Cruz, CA, USA
| | - Benjamin A Garcia
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Shelley L Berger
- Department of Cell and Developmental Biology, University of Pennsylvania, Philadelphia, PA, USA
| | | | | | - Vadim N Gladyshev
- Department of Medicine, Brigham and Women's Hospital, HMS, Boston, MA, USA
| | - Bruce R Ksander
- Schepens Eye Research Institute, Massachusetts Eye and Ear Infirmary, HMS, Boston, MA, USA
| | - Andreas R Pfenning
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Luis A Rajman
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA
| | - David A Sinclair
- Paul F. Glenn Center for Biology of Aging Research, Department of Genetics, Blavatnik Institute, Harvard Medical School (HMS), Boston, MA, USA.
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21
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Quiat D, Timberlake AT, Curran JJ, Cunningham ML, McDonough B, Artunduaga MA, DePalma SR, Duenas-Roque MM, Gorham JM, Gustafson JA, Hamdan U, Hing AV, Hurtado-Villa P, Nicolau Y, Osorno G, Pachajoa H, Porras-Hurtado GL, Quintanilla-Dieck L, Serrano L, Tumblin M, Zarante I, Luquetti DV, Eavey RD, Heike CL, Seidman JG, Seidman CE. Damaging variants in FOXI3 cause microtia and craniofacial microsomia. Genet Med 2023; 25:143-150. [PMID: 36260083 PMCID: PMC9885525 DOI: 10.1016/j.gim.2022.09.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 09/11/2022] [Accepted: 09/12/2022] [Indexed: 11/05/2022] Open
Abstract
PURPOSE Craniofacial microsomia (CFM) represents a spectrum of craniofacial malformations, ranging from isolated microtia with or without aural atresia to underdevelopment of the mandible, maxilla, orbit, facial soft tissue, and/or facial nerve. The genetic causes of CFM remain largely unknown. METHODS We performed genome sequencing and linkage analysis in patients and families with microtia and CFM of unknown genetic etiology. The functional consequences of damaging missense variants were evaluated through expression of wild-type and mutant proteins in vitro. RESULTS We studied a 5-generation kindred with microtia, identifying a missense variant in FOXI3 (p.Arg236Trp) as the cause of disease (logarithm of the odds = 3.33). We subsequently identified 6 individuals from 3 additional kindreds with microtia-CFM spectrum phenotypes harboring damaging variants in FOXI3, a regulator of ectodermal and neural crest development. Missense variants in the nuclear localization sequence were identified in cases with isolated microtia with aural atresia and found to affect subcellular localization of FOXI3. Loss of function variants were found in patients with microtia and mandibular hypoplasia (CFM), suggesting dosage sensitivity of FOXI3. CONCLUSION Damaging variants in FOXI3 are the second most frequent genetic cause of CFM, causing 1% of all cases, including 13% of familial cases in our cohort.
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Affiliation(s)
- Daniel Quiat
- Department of Cardiology, Boston Children’s Hospital, Boston, MA,Department of Pediatrics, Harvard Medical School, Boston, MA,Department of Genetics, Harvard Medical School, Boston, MA
| | - Andrew T. Timberlake
- Hansjörg Wyss Department of Plastic and Reconstructive Surgery, NYU Langone Medical Center, New York, NY
| | | | - Michael L. Cunningham
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA,Center for Developmental Biology and Regenerative Medicine, Seattle Children’s Research Institute, Seattle, WA
| | | | | | | | | | | | - Jonas A. Gustafson
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA
| | | | - Anne V. Hing
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA,Center for Developmental Biology and Regenerative Medicine, Seattle Children’s Research Institute, Seattle, WA
| | | | | | - Gabriel Osorno
- Facultad de Medicina, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Harry Pachajoa
- Servicio de Genética Médica, Fundación Valle del Lili, Cali, Colombia,Centro de Investigación en Anomalías Congénitas y Enfermedades Raras (CIACER), Universidad Icesi, Cali, Colombia
| | | | - Lourdes Quintanilla-Dieck
- Department of Otolaryngology Head and Neck Surgery, Oregon Health & Science University, Portland, OR
| | | | | | - Ignacio Zarante
- Human Genomics Institute, Pontificia Universidad Javeriana, Bogotá, Colombia,Hospital Universitario San Ignacio, Bogotá, Colombia
| | - Daniela V. Luquetti
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA,Center for Developmental Biology and Regenerative Medicine, Seattle Children’s Research Institute, Seattle, WA
| | - Roland D. Eavey
- Department of Otolaryngology–Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, TN,Correspondence and requests for materials should be addressed to Roland D. Eavey, Department of Otolaryngology Head and Neck Surgery, Vanderbilt University Medical Center; Nashville, TN 37232. OR Carrie L. Heike, Department of Pediatrics, Division of Craniofacial Medicine, University of Washington, Seattle, WA 98105. OR Jonathan G. Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. OR Christine Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. c
| | - Carrie L. Heike
- Division of Craniofacial Medicine, Department of Pediatrics, University of Washington, Seattle, WA,Center for Developmental Biology and Regenerative Medicine, Seattle Children’s Research Institute, Seattle, WA,Correspondence and requests for materials should be addressed to Roland D. Eavey, Department of Otolaryngology Head and Neck Surgery, Vanderbilt University Medical Center; Nashville, TN 37232. OR Carrie L. Heike, Department of Pediatrics, Division of Craniofacial Medicine, University of Washington, Seattle, WA 98105. OR Jonathan G. Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. OR Christine Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. c
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA,Correspondence and requests for materials should be addressed to Roland D. Eavey, Department of Otolaryngology Head and Neck Surgery, Vanderbilt University Medical Center; Nashville, TN 37232. OR Carrie L. Heike, Department of Pediatrics, Division of Craniofacial Medicine, University of Washington, Seattle, WA 98105. OR Jonathan G. Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. OR Christine Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. c
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA,Cardiovascular Division, Brigham and Women’s Hospital, Boston, MA,Howard Hughes Medical Institute, Chevy Chase, MD,Correspondence and requests for materials should be addressed to Roland D. Eavey, Department of Otolaryngology Head and Neck Surgery, Vanderbilt University Medical Center; Nashville, TN 37232. OR Carrie L. Heike, Department of Pediatrics, Division of Craniofacial Medicine, University of Washington, Seattle, WA 98105. OR Jonathan G. Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. OR Christine Seidman, Department of Genetics, Harvard Medical School, 77 Avenue Louis, Pasteur, Boston, MA 02115. c
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22
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Sabino EC, Franco LAM, Venturini G, Velho Rodrigues M, Marques E, de Oliveira-da Silva LC, Martins LNA, Ferreira AM, Almeida PEC, Silva FDD, Leite SF, Nunes MDCP, Haikal DS, Oliveira CDL, Cardoso CS, Seidman JG, Seidman CE, Casas JP, Ribeiro ALP, Krieger JE, Pereira AC. Genome-wide association study for Chagas Cardiomyopathy identify a new risk locus on chromosome 18 associated with an immune-related protein and transcriptional signature. PLoS Negl Trop Dis 2022; 16:e0010725. [PMID: 36215317 PMCID: PMC9550069 DOI: 10.1371/journal.pntd.0010725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/10/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Chronic Chagas Cardiomyopathy (CCC) usually develops between 10 and 20 years after the first parasitic infection and is one of the leading causes of end-stage heart failure in Latin America. Despite the great inter-individual variability in CCC susceptibility (only 30% of infected individuals ever present CCC), there are no known predictors for disease development in those chronically infected. METHODOLOGY/PRINCIPAL FINDINGS We describe a new susceptibility locus for CCC through a GWAS analysis in the SaMi-Trop cohort, a population-based study conducted in a Chagas endemic region from Brazil. This locus was also associated with CCC in the REDS II Study. The newly identified locus (rs34238187, OR 0.73, p-value 2.03 x 10-9) spans a haplotype of approximately 30Kb on chromosome 18 (chr18: 5028302-5057621) and is also associated with 80 different traits, most of them blood protein traits significantly enriched for immune-related biological pathways. Hi-C data show that the newly associated locus is able to interact with chromatin sites as far as 10Mb on chromosome 18 in a number of different cell types and tissues. Finally, we were able to confirm, at the tissue transcriptional level, the immune-associated blood protein signature using a multi-tissue differential gene expression and enrichment analysis. CONCLUSIONS/SIGNIFICANCE We suggest that the newly identified locus impacts CCC risk among T cruzi infected individuals through the modulation of a downstream transcriptional and protein signature associated with host-parasite immune response. Functional characterization of the novel risk locus is warranted.
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Affiliation(s)
- Ester Cerdeira Sabino
- Departamento de Moléstias Infecciosas e Parasitárias, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
- Laboratório de Parasitologia Médica (LIM-46), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Lucas Augusto Moysés Franco
- Departamento de Moléstias Infecciosas e Parasitárias, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
- Laboratório de Parasitologia Médica (LIM-46), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | - Gabriela Venturini
- Laboratorio de Genetica e Cardiologia Molecular, Instituto do Coracao (InCor), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazila
- Genetics Department, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Mariliza Velho Rodrigues
- Laboratorio de Genetica e Cardiologia Molecular, Instituto do Coracao (InCor), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazila
| | - Emanuelle Marques
- Laboratorio de Genetica e Cardiologia Molecular, Instituto do Coracao (InCor), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazila
| | - Lea Campos de Oliveira-da Silva
- Departamento de Moléstias Infecciosas e Parasitárias, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
- Laboratório de Parasitologia Médica (LIM-46), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | | | - Ariela Mota Ferreira
- Departamento de Moléstias Infecciosas e Parasitárias, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | | | - Felipe Dias Da Silva
- Departamento de Moléstias Infecciosas e Parasitárias, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
- Laboratório de Parasitologia Médica (LIM-46), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil
| | | | | | | | | | | | - Jonathan G. Seidman
- Genetics Department, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christine E. Seidman
- Genetics Department, Harvard Medical School, Boston, Massachusetts, United States of America
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
| | - Juan P. Casas
- Massachusetts Veterans Epidemiology Research and Information Center, Veterans Affairs Boston Healthcare System, Boston, Massachusetts, United States of America
- Division of Aging, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Antonio Luiz Pinho Ribeiro
- Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Telehealth Center, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Jose E. Krieger
- Laboratorio de Genetica e Cardiologia Molecular, Instituto do Coracao (InCor), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazila
| | - Alexandre C. Pereira
- Laboratorio de Genetica e Cardiologia Molecular, Instituto do Coracao (InCor), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazila
- Genetics Department, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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23
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Reichart D, Lindberg EL, Maatz H, Miranda A, Viveiros A, Shvetsov N, Lee M, Kanemaru K, Milting H, Noseda M, Oudit G, Heinig M, Seidman JG, Huebner N, Seidman CE. Pathogenic variants damage cell compositions and single cell transcription in cardiomyopathies. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Pathogenic variants in genes that cause dilated (DCM) and arrhythmogenic cardiomyopathies (ACM) convey high risks for the development of heart failure (HF) through unknown mechanisms. Using single nucleus RNA sequencing (snRNAseq), we characterized the transcriptome of 880,000 nuclei from 18 control and 61 failing, non-ischemic human hearts with pathogenic variants in DCM and ACM genes or idiopathic disease. We performed genotype-stratified analyses of the ventricular cell lineages and transcriptional states. The resultant DCM and ACM ventricular cell atlas demonstrated distinct right and left ventricular responses, highlighting genotype-associated pathways, intercellular interactions, and differential gene expression at single cell resolution. Together these data illuminate both shared and distinct cellular and molecular architectures of human HF and suggest novel candidate therapeutic targets.
Funding Acknowledgement
Type of funding sources: Other. Main funding source(s): Chan Zuckerberg FoundationLeducq Foundation
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Affiliation(s)
- D Reichart
- Harvard Medical School , Boston , United States of America
| | - E L Lindberg
- Max Delbruck Center for Molecular Medicine , Berlin , Germany
| | - H Maatz
- Max Delbruck Center for Molecular Medicine , Berlin , Germany
| | - A Miranda
- Imperial College London , London , United Kingdom
| | - A Viveiros
- Mazankowski Alberta Heart Institute , Edmonton , Canada
| | - N Shvetsov
- Max Delbruck Center for Molecular Medicine , Berlin , Germany
| | - M Lee
- Imperial College London , London , United Kingdom
| | - K Kanemaru
- Wellcome Trust Sanger Institute , Hinxton , United Kingdom
| | - H Milting
- Herz- und Diabeteszentrum NRW, Ruhr-Universitaet Bochum , Bad Oeynhausen , Germany
| | - M Noseda
- Imperial College London , London , United Kingdom
| | - G Oudit
- Mazankowski Alberta Heart Institute , Edmonton , Canada
| | - M Heinig
- Helmholtz Center Munich , Neuherberg , Germany
| | - J G Seidman
- Harvard Medical School , Boston , United States of America
| | - N Huebner
- Max Delbruck Center for Molecular Medicine , Berlin , Germany
| | - C E Seidman
- Harvard Medical School , Boston , United States of America
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24
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Wang BZ, Luo LJ, Zhang X, Morsink M, Soni R, Lock RI, Kim Y, Nash T, Gorham J, Fine B, Seidman JG, Seidman CE, Vunjak-Novakovic G. Abstract P1007: Cardiac Fibroblast BAG3 Controls TGFBR2 Signaling And Contributes To Engineered Cardiac Tissue Function. Circ Res 2022. [DOI: 10.1161/res.131.suppl_1.p1007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
Mutations in BAG3 result in dilated cardiomyopathy with cardiac fibrosis. Currently, the role of BAG3 in non-myocyte cell types is not known. We tested the hypothesis that BAG3 controls cardiac fibroblast (CF) function and that the loss of fibroblast-specific BAG3 is deleterious, using cells and engineered cardiac tissues (ECT) derived from pluripotent stem cells (iPSC).
Methods:
Isogenic iPSCs containing homozygous knockout (KO) of BAG3 were differentiated into CFs. Mass spectrometry measured the effect of BAG3 loss on CF proteome. EdU staining and flow cytometry were used to assess CF proliferation. Transforming growth factor beta (TGF) signaling pathway activity was measured using a luciferase reporter and Western blotting. Affinity purification mass spectrometry (AP-MS) identified high-confidence interactors of BAG3 in CFs. To assess the role of fibroblast-specific BAG3 in cardiac function, conditional KO ECTs were generated using wild-type cardiomyocytes mixed with either wild-type CFs or KO CFs. ECTs were functionally assessed using video microscopy and immunofluorescence. The effects of CF BAG3 loss on tissue gene expression are under study by single nuclear RNA sequencing.
Results:
Analysis of proteomics data revealed enrichment of TGF and proliferation pathways in KO cells. KO-CFs had increased proliferation measured by EdU staining and increased SMAD luciferase reporter activity. Western blotting showed that KO CFs have higher expression of TGF beta receptor 2 (TGFBR2) and activation of canonical TGF signaling. AP-MS identified TGFBR2 as an interacting partner of BAG3, suggesting BAG3 mediated TGFBR2 turnover. In ECT, the loss of CF BAG3 caused a reduction in cardiac tissue contractile force (50% reduction, n = 10-12 tissues per group). Immunofluorescence revealed significantly increased tissue fibrosis in CF-KO cardiac tissues quantified by vimentin staining.
Conclusions:
BAG3 loss results in increased TGFBR2 signaling and proliferation in cardiac fibroblasts. Conditional KO ECTs demonstrate that CF BAG3 affects tissue function. These data suggest that fibrosis related to BAG3 pathology may be a result of a primary deficiency in CFs rather than a secondary response to cardiomyocyte death.
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25
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Reichart D, Lindberg EL, Maatz H, Miranda AMA, Viveiros A, Shvetsov N, Gärtner A, Nadelmann ER, Lee M, Kanemaru K, Ruiz-Orera J, Strohmenger V, DeLaughter DM, Patone G, Zhang H, Woehler A, Lippert C, Kim Y, Adami E, Gorham JM, Barnett SN, Brown K, Buchan RJ, Chowdhury RA, Constantinou C, Cranley J, Felkin LE, Fox H, Ghauri A, Gummert J, Kanda M, Li R, Mach L, McDonough B, Samari S, Shahriaran F, Yapp C, Stanasiuk C, Theotokis PI, Theis FJ, van den Bogaerdt A, Wakimoto H, Ware JS, Worth CL, Barton PJR, Lee YA, Teichmann SA, Milting H, Noseda M, Oudit GY, Heinig M, Seidman JG, Hubner N, Seidman CE. Pathogenic variants damage cell composition and single cell transcription in cardiomyopathies. Science 2022; 377:eabo1984. [PMID: 35926050 PMCID: PMC9528698 DOI: 10.1126/science.abo1984] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Pathogenic variants in genes that cause dilated cardiomyopathy (DCM) and arrhythmogenic cardiomyopathy (ACM) convey high risks for the development of heart failure through unknown mechanisms. Using single-nucleus RNA sequencing, we characterized the transcriptome of 880,000 nuclei from 18 control and 61 failing, nonischemic human hearts with pathogenic variants in DCM and ACM genes or idiopathic disease. We performed genotype-stratified analyses of the ventricular cell lineages and transcriptional states. The resultant DCM and ACM ventricular cell atlas demonstrated distinct right and left ventricular responses, highlighting genotype-associated pathways, intercellular interactions, and differential gene expression at single-cell resolution. Together, these data illuminate both shared and distinct cellular and molecular architectures of human heart failure and suggest candidate therapeutic targets.
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Affiliation(s)
- Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 02115, USA.,Department of Medicine I, University Hospital, LMU Munich, 80336 Munich, Germany
| | - Eric L Lindberg
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Henrike Maatz
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, 10785 Berlin, Germany
| | - Antonio M A Miranda
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,British Heart Foundation Centre for Research Excellence and Centre for Regenerative Medicine, Imperial College London, London WC2R 2LS, UK
| | - Anissa Viveiros
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada
| | - Nikolay Shvetsov
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Anna Gärtner
- Erich and Hanna Klessmann Institute, Heart and Diabetes Center NRW, University Hospital of the Ruhr-University Bochum, 32545 Bad Oeynhausen, Germany
| | - Emily R Nadelmann
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Michael Lee
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Kazumasa Kanemaru
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Jorge Ruiz-Orera
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Viktoria Strohmenger
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Walter-Brendel-Centre of Experimental Medicine, Ludwig-Maximilian University of Munich, 81377 Munich, Germany
| | - Daniel M DeLaughter
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Giannino Patone
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Hao Zhang
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada
| | - Andrew Woehler
- Systems Biology Imaging Platform, Berlin Institute for Medical Systems Biology (BIMSB), Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), 10115 Berlin, Germany
| | - Christoph Lippert
- Digital Health-Machine Learning group, Hasso Plattner Institute for Digital Engineering, University of Potsdam, 14482 Potsdam, Germany.,Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yuri Kim
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Eleonora Adami
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Sam N Barnett
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Kemar Brown
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Cardiac Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Rachel J Buchan
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London SW3 6NR, UK
| | - Rasheda A Chowdhury
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | | | - James Cranley
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Leanne E Felkin
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London SW3 6NR, UK
| | - Henrik Fox
- Heart and Diabetes Center NRW, Clinic for Thoracic and Cardiovascular Surgery, University Hospital of the Ruhr-University, 32545 Bad Oeynhausen, Germany
| | - Ahla Ghauri
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Jan Gummert
- Heart and Diabetes Center NRW, Clinic for Thoracic and Cardiovascular Surgery, University Hospital of the Ruhr-University, 32545 Bad Oeynhausen, Germany
| | - Masatoshi Kanda
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany.,Department of Rheumatology and Clinical Immunology, Sapporo Medical University School of Medicine, Sapporo 060-8556, Japan
| | - Ruoyan Li
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Lukas Mach
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London SW3 6NR, UK
| | - Barbara McDonough
- Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Bethesda, MD 20815, USA
| | - Sara Samari
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK
| | - Farnoush Shahriaran
- Computational Health Center, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), 85764 Neuherberg, Germany
| | - Clarence Yapp
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Caroline Stanasiuk
- Erich and Hanna Klessmann Institute, Heart and Diabetes Center NRW, University Hospital of the Ruhr-University Bochum, 32545 Bad Oeynhausen, Germany
| | - Pantazis I Theotokis
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,MRC London Institute of Medical Sciences, Imperial College London, London W12 0NN, UK
| | - Fabian J Theis
- Computational Health Center, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), 85764 Neuherberg, Germany
| | | | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - James S Ware
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London SW3 6NR, UK.,MRC London Institute of Medical Sciences, Imperial College London, London W12 0NN, UK
| | - Catherine L Worth
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany
| | - Paul J R Barton
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London SW3 6NR, UK.,MRC London Institute of Medical Sciences, Imperial College London, London W12 0NN, UK
| | - Young-Ae Lee
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany.,Clinic for Pediatric Allergy, Experimental and Clinical Research Center, Charité-Universitätsmedizin Berlin, 13125 Berlin, Germany
| | - Sarah A Teichmann
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK.,Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, UK
| | - Hendrik Milting
- Erich and Hanna Klessmann Institute, Heart and Diabetes Center NRW, University Hospital of the Ruhr-University Bochum, 32545 Bad Oeynhausen, Germany
| | - Michela Noseda
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,British Heart Foundation Centre for Research Excellence and Centre for Regenerative Medicine, Imperial College London, London WC2R 2LS, UK
| | - Gavin Y Oudit
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta T6G 2R3, Canada
| | - Matthias Heinig
- Computational Health Center, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), 85764 Neuherberg, Germany.,Department of Informatics, Technische Universitaet Muenchen (TUM), 85748 Munich, Germany.,DZHK (German Centre for Cardiovascular Research), Munich Heart Association, Partner Site Munich, 10785 Berlin, Germany
| | | | - Norbert Hubner
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125 Berlin, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, 10785 Berlin, Germany.,Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.,Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 02115, USA.,Howard Hughes Medical Institute, Bethesda, MD 20815, USA
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26
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Oliveira TGM, Venturini G, Alvim JM, Feijó LL, Dinardo CL, Sabino EC, Seidman JG, Seidman CE, Krieger JE, Pereira AC. Different Transcriptomic Response to T. cruzi Infection in hiPSC-Derived Cardiomyocytes From Chagas Disease Patients With and Without Chronic Cardiomyopathy. Front Cell Infect Microbiol 2022; 12:904747. [PMID: 35873155 PMCID: PMC9301326 DOI: 10.3389/fcimb.2022.904747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 06/16/2022] [Indexed: 11/16/2022] Open
Abstract
Chagas disease is a tropical zoonosis caused by Trypanosoma cruzi. After infection, the host present an acute phase, usually asymptomatic, in which an extensive parasite proliferation and intense innate immune activity occurs, followed by a chronic phase, characterized by low parasitemia and development of specific immunity. Most individuals in the chronic phase remain without symptoms or organ damage, a state called indeterminate IND form. However, 20 to 40% of individuals develop cardiac or gastrointestinal complications at any time in life. Cardiomyocytes have an important role in the development of Chronic Chagas Cardiomyopathy (CCC) due to transcriptional and metabolic alterations that are crucial for the parasite survival and replication. However, it still not clear why some infected individuals progress to a cardiomyopathy phase, while others remain asymptomatic. In this work, we used hiPSCs-derived cardiomyocytes (hiPSC-CM) to investigate patterns of infection, proliferation and transcriptional response in IND and CCC patients. Our data show that T. cruzi infection and proliferation efficiency do not differ significantly in PBMCs and hiPSC-CM from both groups. However, RNA-seq analysis in hiPSC-CM infected for 24 hours showed a significantly different transcriptional response to the parasite in cells from IND or CCC patients. Cardiomyocytes from IND showed significant differences in the expression of genes related to antigen processing and presentation, as well as, immune co-stimulatory molecules. Furthermore, the downregulation of collagen production genes and extracellular matrix components was significantly different in these cells. Cardiomyocytes from CCC, in turn, showed increased expression of mTORC1 pathway and unfolded protein response genes, both associated to increased intracellular ROS production. These data point to a differential pattern of response, determined by baseline genetic differences between groups, which may have an impact on the development of a chronic outcome with or without the presentation of cardiac symptoms.
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Affiliation(s)
- Theo G. M. Oliveira
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Fundação Pró-Sangue Hemocentro de São Paulo, Divisão de Pesquisa – São Paulo, SP, Brazil
- *Correspondence: Theo G. M. Oliveira,
| | - Gabriela Venturini
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Genetics Department, Harvard Medical School, MA, United States
| | - Juliana M. Alvim
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
| | - Larissa L. Feijó
- Fundação Pró-Sangue Hemocentro de São Paulo, Divisão de Pesquisa – São Paulo, SP, Brazil
| | - Carla L. Dinardo
- Fundação Pró-Sangue Hemocentro de São Paulo, Divisão de Pesquisa – São Paulo, SP, Brazil
| | - Ester C. Sabino
- Instituto do Medicina Tropical (IMT), Universidade de São Paulo – São Paulo, SP, Brazil
| | | | - Christine E. Seidman
- Genetics Department, Harvard Medical School, MA, United States
- Cardiovascular Division, Brigham and Women’s Hospital, & Harvard Medical School, Boston, MA, United States
- Howard Hughes Medical Institute, Chevy Chase, MD, United States
| | - Jose E. Krieger
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
| | - Alexandre C. Pereira
- Laboratório de Genética e Cardiologia Molecular, Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Instituto do Coração (InCor), Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HC/FMUSP), São Paulo, Brazil
- Genetics Department, Harvard Medical School, MA, United States
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27
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Zhang H, Jamieson KL, Grenier J, Nikhanj A, Tang Z, Wang F, Wang S, Seidman JG, Seidman CE, Thompson R, Seubert JM, Oudit GY. Myocardial Iron Deficiency and Mitochondrial Dysfunction in Advanced Heart Failure in Humans. J Am Heart Assoc 2022; 11:e022853. [PMID: 35656974 PMCID: PMC9238720 DOI: 10.1161/jaha.121.022853] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background Myocardial iron deficiency (MID) in heart failure (HF) remains largely unexplored. We aim to establish defining criterion for MID, evaluate its pathophysiological role, and evaluate the applicability of monitoring it non‐invasively in human explanted hearts. Methods and Results Biventricular tissue iron levels were measured in both failing (n=138) and non‐failing control (NFC, n=46) explanted human hearts. Clinical phenotyping was complemented with comprehensive assessment of myocardial remodeling and mitochondrial functional profiles, including metabolic and oxidative stress. Myocardial iron status was further investigated by cardiac magnetic resonance imaging. Myocardial iron content in the left ventricle was lower in HF versus NFC (121.4 [88.1–150.3] versus 137.4 [109.2–165.9] μg/g dry weight), which was absent in the right ventricle. With a priori cutoff of 86.1 μg/g d.w. in left ventricle, we identified 23% of HF patients with MID (HF‐MID) associated with higher NYHA class and worsened left ventricle function. Respiratory chain and Krebs cycle enzymatic activities were suppressed and strongly correlated with depleted iron stores in HF‐MID hearts. Defenses against oxidative stress were severely impaired in association with worsened adverse remodeling in iron‐deficient hearts. Mechanistically, iron uptake pathways were impeded in HF‐MID including decreased translocation to the sarcolemma, while transmembrane fraction of ferroportin positively correlated with MID. Cardiac magnetic resonance with T2* effectively captured myocardial iron levels in failing hearts. Conclusions MID is highly prevalent in advanced human HF and exacerbates pathological remodeling in HF driven primarily by dysfunctional mitochondria and increased oxidative stress in the left ventricle. Cardiac magnetic resonance demonstrates clinical potential to non‐invasively monitor MID.
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Affiliation(s)
- Hao Zhang
- Division of Cardiology Department of Medicine Faculty of Medicine and DentistryEdmonton Alberta Canada.,Mazankowski Alberta Heart Institute Edmonton Alberta Canada
| | - K Lockhart Jamieson
- Department of Pharmacology Faculty of Medicine and DentistryEdmonton Alberta Canada
| | - Justin Grenier
- Mazankowski Alberta Heart Institute Edmonton Alberta Canada.,Department of Biomedical Engineering Faculty of Medicine and DentistryEdmonton Alberta Canada
| | - Anish Nikhanj
- Division of Cardiology Department of Medicine Faculty of Medicine and DentistryEdmonton Alberta Canada.,Mazankowski Alberta Heart Institute Edmonton Alberta Canada
| | - Zeyu Tang
- Division of Cardiology Department of Medicine Faculty of Medicine and DentistryEdmonton Alberta Canada.,Mazankowski Alberta Heart Institute Edmonton Alberta Canada
| | - Faqi Wang
- Division of Cardiology Department of Medicine Faculty of Medicine and DentistryEdmonton Alberta Canada.,Mazankowski Alberta Heart Institute Edmonton Alberta Canada
| | - Shaohua Wang
- Mazankowski Alberta Heart Institute Edmonton Alberta Canada.,Division of Cardiac Surgery Department of Surgery Faculty of Medicine and Dentistry University of Alberta Edmonton Alberta Canada
| | | | - Christine E Seidman
- Department of Genetics Harvard Medical School Boston MA.,Cardiovascular Division Brigham and Women's Hospital Boston MA
| | - Richard Thompson
- Mazankowski Alberta Heart Institute Edmonton Alberta Canada.,Department of Biomedical Engineering Faculty of Medicine and DentistryEdmonton Alberta Canada
| | - John M Seubert
- Mazankowski Alberta Heart Institute Edmonton Alberta Canada.,Department of Pharmacology Faculty of Medicine and DentistryEdmonton Alberta Canada
| | - Gavin Y Oudit
- Division of Cardiology Department of Medicine Faculty of Medicine and DentistryEdmonton Alberta Canada.,Mazankowski Alberta Heart Institute Edmonton Alberta Canada
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28
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Hylind RJ, Pereira AC, Quiat D, Chandler SF, Roston TM, Pu WT, Bezzerides VJ, Seidman JG, Seidman CE, Abrams DJ. Population Prevalence of Premature Truncating Variants in Plakophilin-2 and Association With Arrhythmogenic Right Ventricular Cardiomyopathy: A UK Biobank Analysis. Circ Genom Precis Med 2022; 15:e003507. [PMID: 35536239 PMCID: PMC9400410 DOI: 10.1161/circgen.121.003507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Truncating variants in the desmosomal gene PKP2 (PKP2tv) cause arrhythmogenic right ventricular cardiomyopathy (ARVC) yet display varied penetrance and expressivity. METHODS We identified individuals with PKP2tv from the UK Biobank (UKB) and determined the prevalence of an ARVC phenotype and other cardiovascular traits based on clinical and procedural data. The PKP2tv minor allelic frequency in the UKB was compared with a second cohort of probands with a clinical diagnosis of ARVC (ARVC cohort), with a figure of 1:5000 assumed for disease prevalence. In silico predictors of variant pathogenicity (combined annotation-dependent depletion and Splice AI [Illumina, Inc.]) were assessed. RESULTS PKP2tv were identified in 193/200 643 (0.10%) UKB participants, with 47 unique PKP2tv. Features consistent with ARVC were present in 3 (1.6%), leaving 190 with PKP2tv without manifest disease (UKB cohort; minor allelic frequency 4.73×10-4). The ARVC cohort included 487 ARVC probands with 144 distinct PKP2tv, with 25 PKP2tv common to both cohorts. The odds ratio for ARVC for the 25 common PKP2tv was 0.047 (95% CI, 0.001-0.268; P=2.43×10-6), and only favored ARVC (odds ratio >1) for a single variant, p.Arg79*. In silico variant analysis did not differentiate PKP2tv between the 2 cohorts. Atrial fibrillation was over-represented in the UKB cohort in those with PKP2tv (7.9% versus 4.3%; odds ratio, 2.11; P=0.005). CONCLUSIONS PKP2tv are prevalent in the population and associated with ARVC in only a small minority, necessitating a more detailed understanding of how PKP2tv cause ARVC in combination with associated genetic and environmental risk factors.
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Affiliation(s)
- Robyn J Hylind
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
| | - Alexandre C Pereira
- Department of Genetics (A.C.P., D.Q., J.G.S., C.E.S.), Harvard Medical School, Boston MA
- Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor), University of São Paulo Medical School, Brazil (A.C.P.)
| | - Daniel Quiat
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
- Department of Genetics (A.C.P., D.Q., J.G.S., C.E.S.), Harvard Medical School, Boston MA
| | - Stephanie F Chandler
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
| | - Thomas M Roston
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
| | - William T Pu
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
| | - Vassilios J Bezzerides
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
| | - Jonathan G Seidman
- Department of Genetics (A.C.P., D.Q., J.G.S., C.E.S.), Harvard Medical School, Boston MA
| | - Christine E Seidman
- Department of Genetics (A.C.P., D.Q., J.G.S., C.E.S.), Harvard Medical School, Boston MA
- Cardiovascular Division, Brigham and Women's Hospital (C.E.S.), Harvard Medical School, Boston MA
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Dominic J Abrams
- Inherited Cardiac Arrhythmia Program, Department of Cardiology, Boston Children's Hospital (R.J.H., D.Q., S.F.C., T.M.R., W.T.P., V.J.B., D.J.A.), Harvard Medical School, Boston MA
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29
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Willcox JAL, Geiger JT, Morton SU, McKean D, Quiat D, Gorham JM, Tai AC, DePalma S, Bernstein D, Brueckner M, Chung WK, Giardini A, Goldmuntz E, Kaltman JR, Kim R, Newburger JW, Shen Y, Srivastava D, Tristani-Firouzi M, Gelb B, Porter GA, Seidman JG, Seidman CE. Neither cardiac mitochondrial DNA variation nor copy number contribute to congenital heart disease risk. Am J Hum Genet 2022; 109:961-966. [PMID: 35397206 PMCID: PMC9118105 DOI: 10.1016/j.ajhg.2022.03.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 03/11/2022] [Indexed: 11/28/2022] Open
Abstract
The well-established manifestation of mitochondrial mutations in functional cardiac disease (e.g., mitochondrial cardiomyopathy) prompted the hypothesis that mitochondrial DNA (mtDNA) sequence and/or copy number (mtDNAcn) variation contribute to cardiac defects in congenital heart disease (CHD). MtDNAcns were calculated and rare, non-synonymous mtDNA mutations were identified in 1,837 CHD-affected proband-parent trios, 116 CHD-affected singletons, and 114 paired cardiovascular tissue/blood samples. The variant allele fraction (VAF) of heteroplasmic variants in mitochondrial RNA from 257 CHD cardiovascular tissue samples was also calculated. On average, mtDNA from blood had 0.14 rare variants and 52.9 mtDNA copies per nuclear genome per proband. No variation with parental age at proband birth or CHD-affected proband age was seen. mtDNAcns in valve/vessel tissue (320 ± 70) were lower than in atrial tissue (1,080 ± 320, p = 6.8E-21), which were lower than in ventricle tissue (1,340 ± 280, p = 1.4E-4). The frequency of rare variants in CHD-affected individual DNA was indistinguishable from the frequency in an unaffected cohort, and proband mtDNAcns did not vary from those of CHD cohort parents. In both the CHD and the comparison cohorts, mtDNAcns were significantly correlated between mother-child, father-child, and mother-father. mtDNAcns among people with European (mean = 52.0), African (53.0), and Asian haplogroups (53.5) were calculated and were significantly different for European and Asian haplogroups (p = 2.6E-3). Variant heteroplasmic fraction (HF) in blood correlated well with paired cardiovascular tissue HF (r = 0.975) and RNA VAF (r = 0.953), which suggests blood HF is a reasonable proxy for HF in heart tissue. We conclude that mtDNA mutations and mtDNAcns are unlikely to contribute significantly to CHD risk.
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Affiliation(s)
- Jon A L Willcox
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Joshua T Geiger
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Sarah U Morton
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA; Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA
| | - David McKean
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel Quiat
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA; Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Angela C Tai
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Steven DePalma
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel Bernstein
- Department of Pediatrics, Stanford University, Palo Alto, CA 94305, USA
| | - Martina Brueckner
- Departments of Genetics and Pediatric Cardiology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University Medical Center, New York, NY 10019, USA
| | - Alessandro Giardini
- Cardiorespiratory Unit, Great Ormond Street Hospital, Great Ormond Street, London WC1N 3JH, UK
| | - Elizabeth Goldmuntz
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jonathan R Kaltman
- Heart Development and Structural Diseases Branch, Division of Cardiovascular Sciences, NHLBI/NIH, Bethesda, MD 20892, USA
| | - Richard Kim
- Cardiothoracic Surgery, Children's Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Jane W Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Yufeng Shen
- Departments of Systems Biology and Biomedical Informatics, Columbia University Medical Center, New York, NY 10019, USA
| | - Deepak Srivastava
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA 94158, USA
| | - Martin Tristani-Firouzi
- Nora Eccles Harrison Cardiovascular Research and Training Institute, University of Utah, Salt Lake City, UT 84132, USA
| | - Bruce Gelb
- Mindich Child Health and Development Institute and Departments of Pediatrics, Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - George A Porter
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - J G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA.
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Department of Cardiology, Brigham and Women's Hospital, Boston, MA 02115, USA; Howard Hughes Medical Institute, Harvard University, Boston, MA 02138, USA
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30
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Michas C, Karakan MÇ, Nautiyal P, Seidman JG, Seidman CE, Agarwal A, Ekinci K, Eyckmans J, White AE, Chen CS. Engineering a living cardiac pump on a chip using high-precision fabrication. Sci Adv 2022; 8:eabm3791. [PMID: 35452278 PMCID: PMC9032966 DOI: 10.1126/sciadv.abm3791] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Biomimetic on-chip tissue models serve as a powerful tool for studying human physiology and developing therapeutics; however, their modeling power is hindered by our inability to develop highly ordered functional structures in small length scales. Here, we demonstrate how high-precision fabrication can enable scaled-down modeling of organ-level cardiac mechanical function. We use two-photon direct laser writing (TPDLW) to fabricate a nanoscale-resolution metamaterial scaffold with fine-tuned mechanical properties to support the formation and cyclic contraction of a miniaturized, induced pluripotent stem cell-derived ventricular chamber. Furthermore, we fabricate microfluidic valves with extreme sensitivity to rectify the flow generated by the ventricular chamber. The integrated microfluidic system recapitulates the ventricular fluidic function and exhibits a complete pressure-volume loop with isovolumetric phases. Together, our results demonstrate a previously unexplored application of high-precision fabrication that can be generalized to expand the accessible spectrum of organ-on-a-chip models toward structurally and biomechanically sophisticated tissue systems.
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Affiliation(s)
- Christos Michas
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Mechanical Engineering, Boston University, Boston, MA 02215, USA
| | - M. Çağatay Karakan
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Mechanical Engineering, Boston University, Boston, MA 02215, USA
| | - Pranjal Nautiyal
- Department of Mechanical and Materials Engineering, Florida International University, Miami, FL 33174, USA
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Arvind Agarwal
- Department of Mechanical and Materials Engineering, Florida International University, Miami, FL 33174, USA
| | - Kamil Ekinci
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Mechanical Engineering, Boston University, Boston, MA 02215, USA
- Division of Materials Science and Engineering, Boston University, Boston, MA 02215, USA
| | - Jeroen Eyckmans
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Alice E. White
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Mechanical Engineering, Boston University, Boston, MA 02215, USA
- Division of Materials Science and Engineering, Boston University, Boston, MA 02215, USA
- Department of Physics, Boston University, Boston, MA 02215, USA
- Corresponding author. (A.E.W.); (C.S.C.)
| | - Christopher S. Chen
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
- Corresponding author. (A.E.W.); (C.S.C.)
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31
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Gonzalez-Teran B, Pittman M, Felix F, Thomas R, Richmond-Buccola D, Hüttenhain R, Choudhary K, Moroni E, Costa MW, Huang Y, Padmanabhan A, Alexanian M, Lee CY, Maven BEJ, Samse-Knapp K, Morton SU, McGregor M, Gifford CA, Seidman JG, Seidman CE, Gelb BD, Colombo G, Conklin BR, Black BL, Bruneau BG, Krogan NJ, Pollard KS, Srivastava D. Transcription factor protein interactomes reveal genetic determinants in heart disease. Cell 2022; 185:794-814.e30. [PMID: 35182466 PMCID: PMC8923057 DOI: 10.1016/j.cell.2022.01.021] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 08/20/2021] [Accepted: 01/25/2022] [Indexed: 02/08/2023]
Abstract
Congenital heart disease (CHD) is present in 1% of live births, yet identification of causal mutations remains challenging. We hypothesized that genetic determinants for CHDs may lie in the protein interactomes of transcription factors whose mutations cause CHDs. Defining the interactomes of two transcription factors haplo-insufficient in CHD, GATA4 and TBX5, within human cardiac progenitors, and integrating the results with nearly 9,000 exomes from proband-parent trios revealed an enrichment of de novo missense variants associated with CHD within the interactomes. Scoring variants of interactome members based on residue, gene, and proband features identified likely CHD-causing genes, including the epigenetic reader GLYR1. GLYR1 and GATA4 widely co-occupied and co-activated cardiac developmental genes, and the identified GLYR1 missense variant disrupted interaction with GATA4, impairing in vitro and in vivo function in mice. This integrative proteomic and genetic approach provides a framework for prioritizing and interrogating genetic variants in heart disease.
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Affiliation(s)
- Barbara Gonzalez-Teran
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Maureen Pittman
- Gladstone Institutes, San Francisco, CA, USA; Department of Epidemiology & Biostatistics, Institute for Computational Health Sciences, and Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Franco Felix
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | | | - Desmond Richmond-Buccola
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Ruth Hüttenhain
- Gladstone Institutes, San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA; Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA
| | | | | | - Mauro W Costa
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Yu Huang
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Arun Padmanabhan
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA; Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Michael Alexanian
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Clara Youngna Lee
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Bonnie E J Maven
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA; Developmental and Stem Cell Biology Graduate Program, University of California San Francisco, San Francisco, CA, USA
| | - Kaitlen Samse-Knapp
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Sarah U Morton
- Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Michael McGregor
- Gladstone Institutes, San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA; Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA
| | - Casey A Gifford
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - J G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA; Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA; Cardiovascular Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Bruce D Gelb
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Bruce R Conklin
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA
| | - Brian L Black
- Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA
| | - Benoit G Bruneau
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA; Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA; Division of Cardiology, Department of Pediatrics, UCSF School of Medicine, San Francisco, CA, USA
| | - Nevan J Krogan
- Gladstone Institutes, San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA; Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA
| | - Katherine S Pollard
- Gladstone Institutes, San Francisco, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA; Department of Epidemiology & Biostatistics, Institute for Computational Health Sciences, and Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA.
| | - Deepak Srivastava
- Gladstone Institutes, San Francisco, CA, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA, USA; Division of Cardiology, Department of Pediatrics, UCSF School of Medicine, San Francisco, CA, USA; Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA.
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32
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Li J, Lu H, Ng PKS, Pantazi A, Ip CKM, Jeong KJ, Amador B, Tran R, Tsang YH, Yang L, Song X, Dogruluk T, Ren X, Hadjipanayis A, Bristow CA, Lee S, Kucherlapati M, Parfenov M, Tang J, Seth S, Mahadeshwar HS, Mojumdar K, Zeng D, Zhang J, Protopopov A, Seidman JG, Creighton CJ, Lu Y, Sahni N, Shaw KR, Meric-Bernstam F, Futreal A, Chin L, Scott KL, Kucherlapati R, Mills GB, Liang H. A functional genomic approach to actionable gene fusions for precision oncology. Sci Adv 2022; 8:eabm2382. [PMID: 35138907 PMCID: PMC8827659 DOI: 10.1126/sciadv.abm2382] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 12/16/2021] [Indexed: 06/01/2023]
Abstract
Fusion genes represent a class of attractive therapeutic targets. Thousands of fusion genes have been identified in patients with cancer, but the functional consequences and therapeutic implications of most of these remain largely unknown. Here, we develop a functional genomic approach that consists of efficient fusion reconstruction and sensitive cell viability and drug response assays. Applying this approach, we characterize ~100 fusion genes detected in patient samples of The Cancer Genome Atlas, revealing a notable fraction of low-frequency fusions with activating effects on tumor growth. Focusing on those in the RTK-RAS pathway, we identify a number of activating fusions that can markedly affect sensitivity to relevant drugs. Last, we propose an integrated, level-of-evidence classification system to prioritize gene fusions systematically. Our study reiterates the urgent clinical need to incorporate similar functional genomic approaches to characterize gene fusions, thereby maximizing the utility of gene fusions for precision oncology.
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Affiliation(s)
- Jun Li
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hengyu Lu
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Patrick Kwok-Shing Ng
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Angeliki Pantazi
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Carman Ka Man Ip
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kang Jin Jeong
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Bianca Amador
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Richard Tran
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yiu Huen Tsang
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Lixing Yang
- Ben May Department for Cancer Research and Department of Human Genetics, The University of Chicago, Chicago, IL, USA
| | - Xingzhi Song
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Turgut Dogruluk
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Xiaojia Ren
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Angela Hadjipanayis
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Christopher A. Bristow
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Semin Lee
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Melanie Kucherlapati
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Michael Parfenov
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jiabin Tang
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Sahil Seth
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Harshad S. Mahadeshwar
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Kamalika Mojumdar
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dong Zeng
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Alexei Protopopov
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Chad J. Creighton
- Department of Medicine, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Yiling Lu
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Nidhi Sahni
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA
- Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX, USA
| | - Kenna R. Shaw
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Funda Meric-Bernstam
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew Futreal
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
| | - Lynda Chin
- Department of Genomic Medicine, The University of MD Anderson Cancer Center, Houston, TX, USA
- Institute for Applied Cancer Science, The University of MD Anderson Cancer Center, Houston, TX, USA
- Dell Medical School, The University of Texas Austin, Austin, TX, USA
| | - Kenneth L. Scott
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
- Department of Medicine, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Raju Kucherlapati
- Department of Genetics, Harvard Medical School, Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Gordon B. Mills
- Division of Oncologic Sciences, Knight Cancer Institute, Oregon Health Sciences University, Portland, OR, USA
| | - Han Liang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX, USA
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33
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Meier AB, Raj Murthi S, Rawat H, Toepfer CN, Santamaria G, Schmid M, Mastantuono E, Schwarzmayr T, Berutti R, Cleuziou J, Ewert P, Görlach A, Klingel K, Laugwitz KL, Seidman CE, Seidman JG, Moretti A, Wolf CM. Cell cycle defects underlie childhood-onset cardiomyopathy associated with Noonan syndrome. iScience 2022; 25:103596. [PMID: 34988410 PMCID: PMC8704485 DOI: 10.1016/j.isci.2021.103596] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 11/10/2021] [Accepted: 12/04/2021] [Indexed: 11/06/2022] Open
Abstract
Childhood-onset myocardial hypertrophy and cardiomyopathic changes are associated with significant morbidity and mortality in early life, particularly in patients with Noonan syndrome, a multisystemic genetic disorder caused by autosomal dominant mutations in genes of the Ras-MAPK pathway. Although the cardiomyopathy associated with Noonan syndrome (NS-CM) shares certain cardiac features with the hypertrophic cardiomyopathy caused by mutations in sarcomeric proteins (HCM), such as pathological myocardial remodeling, ventricular dysfunction, and increased risk for malignant arrhythmias, the clinical course of NS-CM significantly differs from HCM. This suggests a distinct pathophysiology that remains to be elucidated. Here, through analysis of sarcomeric myosin conformational states, histopathology, and gene expression in left ventricular myocardial tissue from NS-CM, HCM, and normal hearts complemented with disease modeling in cardiomyocytes differentiated from patient-derived PTPN11 N308S/+ induced pluripotent stem cells, we demonstrate distinct disease phenotypes between NS-CM and HCM and uncover cell cycle defects as a potential driver of NS-CM.
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Affiliation(s)
- Anna B. Meier
- First Department of Medicine, Cardiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Sarala Raj Murthi
- Department of Congenital Heart Defects and Pediatric Cardiology, German Heart Center Munich, Technical University of Munich, School of Medicine and Health, Munich 80636, Germany
| | - Hilansi Rawat
- First Department of Medicine, Cardiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Christopher N. Toepfer
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Gianluca Santamaria
- First Department of Medicine, Cardiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Manuel Schmid
- Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Elisa Mastantuono
- Institute of Human Genetics, Helmholtz Zentrum Munich, German Research Center for Environmental Health, Neuherberg 85764, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Thomas Schwarzmayr
- Institute of Human Genetics, Helmholtz Zentrum Munich, German Research Center for Environmental Health, Neuherberg 85764, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Riccardo Berutti
- Institute of Human Genetics, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- Institute of Neurogenomics, Helmholtz Zentrum Munich, German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Julie Cleuziou
- Department of Congenital and Pediatric Heart Surgery, German Heart Center Munich, Technical University of Munich, Munich 80636, Germany
- INSURE (Institute for Translational Cardiac Surgery), Department of Cardiovascular Surgery, German Heart Center Munich, Technical University of Munich, Munich 80636, Germany
| | - Peter Ewert
- Department of Congenital Heart Defects and Pediatric Cardiology, German Heart Center Munich, Technical University of Munich, School of Medicine and Health, Munich 80636, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Agnes Görlach
- Department of Congenital Heart Defects and Pediatric Cardiology, German Heart Center Munich, Technical University of Munich, School of Medicine and Health, Munich 80636, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | - Karin Klingel
- Institute for Pathology and Neuropathology, Department of Cardiopathology, University Hospital Tuebingen, Tuebingen 72076, Germany
| | - Karl-Ludwig Laugwitz
- First Department of Medicine, Cardiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
| | | | | | - Alessandra Moretti
- First Department of Medicine, Cardiology, Klinikum rechts der Isar, Technical University of Munich, School of Medicine and Health, Munich 81675, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
- Corresponding author
| | - Cordula M. Wolf
- Department of Congenital Heart Defects and Pediatric Cardiology, German Heart Center Munich, Technical University of Munich, School of Medicine and Health, Munich 80636, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich Germany
- Corresponding author
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34
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Abstract
The application of next-generation sequencing to study congenital heart disease (CHD) is increasingly providing new insights into the causes and mechanisms of this prevalent birth anomaly. Whole-exome sequencing analysis identifies damaging gene variants altering single or contiguous nucleotides that are assigned pathogenicity based on statistical analyses of families and cohorts with CHD, high expression in the developing heart and depletion of damaging protein-coding variants in the general population. Gene classes fulfilling these criteria are enriched in patients with CHD and extracardiac abnormalities, evidencing shared pathways in organogenesis. Developmental single-cell transcriptomic data demonstrate the expression of CHD-associated genes in particular cell lineages, and emerging insights indicate that genetic variants perturb multicellular interactions that are crucial for cardiogenesis. Whole-genome sequencing analyses extend these observations, identifying non-coding variants that influence the expression of genes associated with CHD and contribute to the estimated ~55% of unexplained cases of CHD. These approaches combined with the assessment of common and mosaic genetic variants have provided a more complete knowledge of the causes and mechanisms of CHD. Such advances provide knowledge to inform the clinical care of patients with CHD or other birth defects and deepen our understanding of the complexity of human development. In this Review, we highlight known and candidate CHD-associated human genes and discuss how the integration of advances in developmental biology research can provide new insights into the genetic contributions to CHD.
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Affiliation(s)
- Sarah U. Morton
- Division of Newborn Medicine, Department of Medicine, Boston Children’s Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,These authors contributed equally: Sarah U. Morton, Daniel Quiat
| | - Daniel Quiat
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA.,These authors contributed equally: Sarah U. Morton, Daniel Quiat
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard University, Boston, MA, USA.,
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35
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Ward Z, Schmeier S, Saddic L, Sigurdsson MI, Cameron VA, Pearson J, Miller A, Morley-Bunker A, Gorham J, Seidman JG, Moravec CS, Sweet WE, Aranki SF, Body S, Muehlschlegel JD, Pilbrow AP. Novel and Annotated Long Noncoding RNAs Associated with Ischemia in the Human Heart. Int J Mol Sci 2021; 22:ijms222111324. [PMID: 34768754 PMCID: PMC8583240 DOI: 10.3390/ijms222111324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Long noncoding RNAs (lncRNAs) have been implicated in the pathogenesis of cardiovascular diseases. We aimed to identify novel lncRNAs associated with the early response to ischemia in the heart. METHODS AND RESULTS RNA sequencing data gathered from 81 paired left ventricle samples from patients undergoing cardiopulmonary bypass was collected before and after a period of ischemia. Novel lncRNAs were validated with Oxford Nanopore Technologies long-read sequencing. Gene modules associated with an early ischemic response were identified and the subcellular location of selected lncRNAs was determined with RNAscope. A total of 2446 mRNAs, 270 annotated lncRNAs and one novel lncRNA differed in response to ischemia (adjusted p < 0.001, absolute fold change >1.2). The novel lncRNA belonged to a gene module of highly correlated genes that also included 39 annotated lncRNAs. This module associated with ischemia (Pearson correlation coefficient = -0.69, p = 1 × 10-23) and activation of cell death pathways (p < 6 × 10-9). A further nine novel cardiac lncRNAs were identified, of which, one overlapped five cis-eQTL eSNPs for the gene RWD Domain-Containing Sumoylation Enhancer (RWDD3) and was itself correlated with RWDD3 expression (Pearson correlation coefficient -0.2, p = 0.002). CONCLUSION We have identified 10 novel lncRNAs, one of which was associated with myocardial ischemia and may have potential as a novel therapeutic target or early marker for myocardial dysfunction.
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Affiliation(s)
- Zoe Ward
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
- Correspondence: ; Tel.: +64-3-364-0543
| | - Sebastian Schmeier
- School of Natural and Computational Sciences, Massey University, Auckland 0745, New Zealand;
| | - Louis Saddic
- Department of Anesthesiology and Perioperative Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
| | - Martin I. Sigurdsson
- Department of Anesthesiology and Critical Care Medicine, Landspitali—The National University Hospital of Iceland, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland;
| | - Vicky A. Cameron
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
| | - John Pearson
- Biostatistics and Computational Biology Unit, University of Otago, Christchurch 8011, New Zealand;
| | - Allison Miller
- Department of Pathology and Biomedical Science, University of Otago, Christchurch 8011, New Zealand; (A.M.); (A.M.-B.)
| | - Arthur Morley-Bunker
- Department of Pathology and Biomedical Science, University of Otago, Christchurch 8011, New Zealand; (A.M.); (A.M.-B.)
| | - Josh Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; (J.G.); (J.G.S.)
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; (J.G.); (J.G.S.)
| | - Christine S. Moravec
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44122, USA; (C.S.M.); (W.E.S.)
| | - Wendy E. Sweet
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44122, USA; (C.S.M.); (W.E.S.)
| | - Sary F. Aranki
- Department of Surgery, Division of Cardiac Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (S.F.A.); (J.D.M.)
| | - Simon Body
- Department of Anesthesiology, Boston University School of Medicine, Boston, MA 02115, USA;
| | - Jochen D. Muehlschlegel
- Department of Surgery, Division of Cardiac Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (S.F.A.); (J.D.M.)
| | - Anna P. Pilbrow
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
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36
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Zhang K, Cloonan PE, Sundaram S, Liu F, Das SL, Ewoldt JK, Bays JL, Tomp S, Toepfer CN, Marsiglia JDC, Gorham J, Reichart D, Eyckmans J, Seidman JG, Seidman CE, Chen CS. Plakophilin-2 truncating variants impair cardiac contractility by disrupting sarcomere stability and organization. Sci Adv 2021; 7:eabh3995. [PMID: 34652945 PMCID: PMC8519574 DOI: 10.1126/sciadv.abh3995] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 08/25/2021] [Indexed: 05/10/2023]
Abstract
Progressive loss of cardiac systolic function in arrhythmogenic cardiomyopathy (ACM) has recently gained attention as an important clinical consideration in managing the disease. However, the mechanisms leading to reduction in cardiac contractility are poorly defined. Here, we use CRISPR gene editing to generate human induced pluripotent stem cells (iPSCs) that harbor plakophilin-2 truncating variants (PKP2tv), the most prevalent ACM-linked mutations. The PKP2tv iPSC–derived cardiomyocytes are shown to have aberrant action potentials and reduced systolic function in cardiac microtissues, recapitulating both the electrical and mechanical pathologies reported in ACM. By combining cell micropatterning with traction force microscopy and live imaging, we found that PKP2tvs impair cardiac tissue contractility by destabilizing cell-cell junctions and in turn disrupting sarcomere stability and organization. These findings highlight the interplay between cell-cell adhesions and sarcomeres required for stabilizing cardiomyocyte structure and function and suggest fundamental pathogenic mechanisms that may be shared among different types of cardiomyopathies.
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Affiliation(s)
- Kehan Zhang
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Paige E. Cloonan
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Subramanian Sundaram
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Feng Liu
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Shoshana L. Das
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
- Harvard-MIT Program in Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Jourdan K. Ewoldt
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Jennifer L. Bays
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Samuel Tomp
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Christopher N. Toepfer
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | | | - Joshua Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Jeroen Eyckmans
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Christopher S. Chen
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
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37
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Patel PN, Ito K, Willcox JAL, Haghighi A, Jang MY, Gorham JM, DePalma SR, Lam L, McDonough B, Johnson R, Lakdawala NK, Roberts A, Barton PJR, Cook SA, Fatkin D, Seidman CE, Seidman JG. Contribution of Noncanonical Splice Variants to TTN Truncating Variant Cardiomyopathy. Circ Genom Precis Med 2021; 14:e003389. [PMID: 34461741 DOI: 10.1161/circgen.121.003389] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Heterozygous TTN truncating variants cause 10% to 20% of idiopathic dilated cardiomyopathy (DCM). Although variants which disrupt canonical splice signals (ie, invariant dinucleotide of the splice donor site, invariant dinucleotide of the splice acceptor site) at exon-intron junctions are readily recognized as TTN truncating variants, the effects of other nearby sequence variations on splicing and their contribution to disease is uncertain. METHODS Rare variants of unknown significance located in the splice regions of highly expressed TTN exons from 203 DCM cases, 3329 normal subjects, and clinical variant databases were identified. The effects of these variants on splicing were assessed using an in vitro splice assay. RESULTS Splice-altering variants of unknown significance were enriched in DCM cases over controls and present in 2% of DCM patients (P=0.002). Application of this method to clinical variant databases demonstrated 20% of similar variants of unknown significance in TTN splice regions affect splicing. Noncanonical splice-altering variants were most frequently located at position +5 of the donor site (P=4.4×107) and position -3 of the acceptor site (P=0.002). SpliceAI, an emerging in silico prediction tool, had a high positive predictive value (86%-95%) but poor sensitivity (15%-50%) for the detection of splice-altering variants. Alternate exons spliced out of most TTN transcripts frequently lacked the consensus base at +5 donor and -3 acceptor positions. CONCLUSIONS Noncanonical splice-altering variants in TTN explain 1-2% of DCM and offer a 10-20% increase in the diagnostic power of TTN sequencing in this disease. These data suggest rules that may improve efforts to detect splice-altering variants in other genes and may explain the low percent splicing observed for many alternate TTN exons.
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Affiliation(s)
- Parth N Patel
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA.,Department of Medicine, Brigham and Women's Hospital (P.N.P., A.H., M.Y.J.), Harvard Medical School, Boston, MA
| | - Kaoru Ito
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA.,Laboratory for Cardiovascular Genomics and Informatics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (K.I.)
| | - Jon A L Willcox
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Alireza Haghighi
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA.,Department of Medicine, Brigham and Women's Hospital (P.N.P., A.H., M.Y.J.), Harvard Medical School, Boston, MA.,Laboratory for Molecular Medicine, Partners Healthcare Personalized Medicine, Cambridge, MA (A.H.)
| | - Min Young Jang
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA.,Department of Medicine, Brigham and Women's Hospital (P.N.P., A.H., M.Y.J.), Harvard Medical School, Boston, MA
| | - Joshua M Gorham
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Steven R DePalma
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Lien Lam
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Barbara McDonough
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
| | - Renee Johnson
- Victor Chang Cardiac Research Institute, Darlinghurst (R.J., D.F.).,Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia (R.J., D.F.)
| | - Neal K Lakdawala
- Division of Cardiovascular Medicine, Brigham and Women's Hospital (N.K.L., C.E.S.)
| | - Amy Roberts
- Department of Cardiology, Boston Children's Hospital, MA (A.R.)
| | - Paul J R Barton
- National Heart and Lung Institute (P.J.R.B., S.A.C.).,Cardiovascular Research Centre, Royal Brompton and Harefield Hospitals, London, United Kingdom (P.J.R.B.)
| | - Stuart A Cook
- National Heart and Lung Institute (P.J.R.B., S.A.C.).,MRC London Institute of Medical Sciences, Imperial College London (S.A.C.).,Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School (S.A.C.).,National Heart Research Institute Singapore, National Heart Centre Singapore (S.A.C.)
| | - Diane Fatkin
- Victor Chang Cardiac Research Institute, Darlinghurst (R.J., D.F.).,Faculty of Medicine, UNSW Sydney, Kensington, NSW, Australia (R.J., D.F.).,Cardiology Department, St Vincent's Hospital, Darlinghurst, NSW, Australia (D.F.)
| | - Christine E Seidman
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA.,Howard Hughes Medical Institute (C.E.S.), Harvard Medical School, Boston, MA.,Division of Cardiovascular Medicine, Brigham and Women's Hospital (N.K.L., C.E.S.)
| | - J G Seidman
- Department of Genetics (P.N.P., K.I., J.A.L.W., A.H., M.Y.J., J.M.G., S.R.D., L.L., B.M., C.E.S., J.G.S.), Harvard Medical School, Boston, MA
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38
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Psaras Y, Margara F, Cicconet M, Sparrow AJ, Repetti GG, Schmid M, Steeples V, Wilcox JA, Bueno-Orovio A, Redwood CS, Watkins HC, Robinson P, Rodriguez B, Seidman JG, Seidman CE, Toepfer CN. CalTrack: High-Throughput Automated Calcium Transient Analysis in Cardiomyocytes. Circ Res 2021; 129:326-341. [PMID: 34018815 PMCID: PMC8260473 DOI: 10.1161/circresaha.121.318868] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 05/06/2021] [Accepted: 05/20/2021] [Indexed: 11/21/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Yiangos Psaras
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
| | - Francesca Margara
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
| | - Marcelo Cicconet
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Image and Data Analysis Core (M.C.), Harvard Medical School, Boston, MA
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Alexander J. Sparrow
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Image and Data Analysis Core (M.C.), Harvard Medical School, Boston, MA
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Giuliana G. Repetti
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
| | - Manuel Schmid
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Image and Data Analysis Core (M.C.), Harvard Medical School, Boston, MA
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Violetta Steeples
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Image and Data Analysis Core (M.C.), Harvard Medical School, Boston, MA
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Jonathan A.L. Wilcox
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
| | | | - Charles S. Redwood
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Image and Data Analysis Core (M.C.), Harvard Medical School, Boston, MA
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Hugh C. Watkins
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
| | - Paul Robinson
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
| | - Blanca Rodriguez
- Computer Science (F.M., A.B.-O., B.R.), University of Oxford, United Kingdom
| | - Jonathan G. Seidman
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
| | - Christine E. Seidman
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital, Boston, MA (C.E.S.)
- Howard Hughes Medical Institute, Chevy Chase, MD (C.E.S.)
| | - Christopher N. Toepfer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine (Y.P., F.M., A.J.S., M.S., V.S., C.S.R., H.C.W., P.R., C.N.T.), University of Oxford, United Kingdom
- Wellcome Centre for Human Genetics (H.C.W., C.N.T.), University of Oxford, United Kingdom
- Genetics (G.G.R., J.A.L.W., J.G.S., C.E.S., C.N.T.), Harvard Medical School, Boston, MA
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Onoue K, Wakimoto H, Jiang J, Parfenov M, DePalma S, Conner D, Gorham J, McKean D, Seidman JG, Seidman CE, Saito Y. Cardiomyocyte Proliferative Capacity Is Restricted in Mice With Lmna Mutation. Front Cardiovasc Med 2021; 8:639148. [PMID: 34250035 PMCID: PMC8260675 DOI: 10.3389/fcvm.2021.639148] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 05/21/2021] [Indexed: 02/01/2023] Open
Abstract
LMNA is one of the leading causative genes of genetically inherited dilated cardiomyopathy (DCM). Unlike most DCM-causative genes, which encode sarcomeric or sarcomere-related proteins, LMNA encodes nuclear envelope proteins, lamin A and C, and does not directly associate with contractile function. However, a mutation in this gene could lead to the development of DCM. The molecular mechanism of how LMNA mutation contributes to DCM development remains largely unclear and yet to be elucidated. The objective of this study was to clarify the mechanism of developing DCM caused by LMNA mutation. Methods and Results: We assessed cardiomyocyte phenotypes and characteristics focusing on cell cycle activity in mice with Lmna mutation. Both cell number and cell size were reduced, cardiomyocytes were immature, and cell cycle activity was retarded in Lmna mutant mice at both 5 weeks and 2 years of age. RNA-sequencing and pathway analysis revealed "proliferation of cells" had the most substantial impact on Lmna mutant mice. Cdkn1a, which encodes the cell cycle regulating protein p21, was strongly upregulated in Lmna mutants, and upregulation of p21 was confirmed by Western blot and immunostaining. DNA damage, which is known to upregulate Cdkn1a, was more abundantly detected in Lmna mutant mice. To assess the proliferative capacity of cardiomyocytes, the apex of the neonate mouse heart was resected, and recovery from the insult was observed. A restricted cardiomyocyte proliferating capacity after resecting the apex of the heart was observed in Lmna mutant mice. Conclusions: Our results strongly suggest that loss of lamin function contributes to impaired cell proliferation through cell cycle defects. The inadequate inborn or responsive cell proliferation capacity plays an essential role in developing DCM with LMNA mutation.
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Affiliation(s)
- Kenji Onoue
- Department of Cardiovascular Medicine, Nara Medical University, Kashihara, Japan.,Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Jiangming Jiang
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Michael Parfenov
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Steven DePalma
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - David Conner
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Joshua Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - David McKean
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Jonathan G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, United States
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, United States.,Division of Cardiovascular Medicine, Howard Hughes Medical Institute, Brigham and Women's Hospital, Boston, MA, United States
| | - Yoshihiko Saito
- Department of Cardiovascular Medicine, Nara Medical University, Kashihara, Japan
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40
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Morton SU, Shimamura A, Newburger PE, Opotowsky AR, Quiat D, Pereira AC, Jin SC, Gurvitz M, Brueckner M, Chung WK, Shen Y, Bernstein D, Gelb BD, Giardini A, Goldmuntz E, Kim RW, Lifton RP, Porter GA, Srivastava D, Tristani-Firouzi M, Newburger JW, Seidman JG, Seidman CE. Association of Damaging Variants in Genes With Increased Cancer Risk Among Patients With Congenital Heart Disease. JAMA Cardiol 2021; 6:457-462. [PMID: 33084842 PMCID: PMC7578917 DOI: 10.1001/jamacardio.2020.4947] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Importance Patients with congenital heart disease (CHD), the most common birth defect, have increased risks for cancer. Identification of the variables that contribute to cancer risk is essential for recognizing patients with CHD who warrant longitudinal surveillance and early interventions. Objective To compare the frequency of damaging variants in cancer risk genes among patients with CHD and control participants and identify associated clinical variables in patients with CHD who have cancer risk variants. Design, Setting, and Participants This multicenter case-control study included participants with CHD who had previously been recruited to the Pediatric Cardiac Genomics Consortium based on presence of structural cardiac anomaly without genetic diagnosis at the time of enrollment. Permission to use published sequencing data from unaffected adult participants was obtained from 2 parent studies. Data were collected for this study from December 2010 to April 2019. Exposures Presence of rare (allele frequency, <1 × 10-5) loss-of-function (LoF) variants in cancer risk genes. Main Outcomes and Measures Frequency of LoF variants in cancer risk genes (defined in the Catalogue of Somatic Mutations in Cancer-Cancer Gene Consensus database), were statistically assessed by binomial tests in patients with CHD and control participants. Results A total of 4443 individuals with CHD (mean [range] age, 13.0 [0-84] years; 2225 of 3771 with reported sex [59.0%] male) and 9808 control participants (mean [range] age, 52.1 [1-92] years; 4967 of 9808 [50.6%] male) were included. The frequency of LoF variants in regulatory cancer risk genes was significantly higher in patients with CHD than control participants (143 of 4443 [3.2%] vs 166 of 9808 [1.7%]; odds ratio [OR], 1.93 [95% CI, 1.54-2.42]; P = 1.38 × 10-12), and among CHD genes previously associated with cancer risk (58 of 4443 [1.3%] vs 18 of 9808 [0.18%]; OR, 7.2 [95% CI, 4.2-12.2]; P < 2.2 × 10-16). The LoF variants were also nominally increased in 14 constrained cancer risk genes with high expression in the developing heart. Seven of these genes (ARHGEF12, CTNNB1, LPP, MLLT4, PTEN, TCF12, and TFRC) harbored LoF variants in multiple patients with unexplained CHD. The highest rates for LoF variants in cancer risk genes occurred in patients with CHD and extracardiac anomalies (248 of 1482 individuals [16.7%]; control: 1099 of 9808 individuals [11.2%]; OR, 1.59 [95% CI, 1.37-1.85]; P = 1.3 × 10-10) and/or neurodevelopmental delay (209 of 1393 individuals [15.0%]; control: 1099 of 9808 individuals [11.2%]; OR, 1.40 [95% CI, 1.19-1.64]; P = 9.6 × 10-6). Conclusions and Relevance Genotypes of CHD may account for increased cancer risks. In this cohort, damaging variants were prominent in the 216 genes that predominantly encode regulatory proteins. Consistent with their fundamental developmental functions, patients with CHD and damaging variants in these genes often had extracardiac manifestations. These data may also implicate cancer risk genes that are repeatedly varied in patients with unexplained CHD as CHD genes.
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Affiliation(s)
- Sarah U Morton
- Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Akiko Shimamura
- Department of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts.,Dana Farber Cancer Institute, Boston, Massachusetts
| | - Peter E Newburger
- Department of Pediatrics University of Massachusetts Medical School, Worcester.,Molecular, Cell, and Cancer Biology, University of Massachusetts Medical School, Worcester
| | - Alexander R Opotowsky
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts.,Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Daniel Quiat
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | | | - Sheng Chih Jin
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut.,Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut
| | - Michelle Gurvitz
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Martina Brueckner
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut.,Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut
| | - Wendy K Chung
- Department of Pediatrics, Columbia University Medical Center, New York, New York.,Department of Medicine, Columbia University Medical Center, New York, New York
| | - Yufeng Shen
- Departments of Systems Biology, Columbia University Medical Center, New York, New York.,Departments of Biomedical Informatics, Columbia University Medical Center, New York, New York
| | - Daniel Bernstein
- Department of Pediatrics, Cardiology, Stanford University, Stanford, California
| | - Bruce D Gelb
- Mindich Child Health and Development Institute and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Elizabeth Goldmuntz
- Division of Cardiology, Children's Hospital of Philadelphia, Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Richard W Kim
- Pediatric Cardiac Surgery, Children's Hospital of Los Angeles, Los Angeles, California
| | - Richard P Lifton
- Laboratory of Human Genetics and Genomics, The Rockefeller University, New York, New York
| | - George A Porter
- Department of Pediatrics, University of Rochester Medical Center, The School of Medicine and Dentistry, Rochester, New York
| | - Deepak Srivastava
- Gladstone Institute of Cardiovascular Disease, San Francisco, California
| | | | - Jane W Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - J G Seidman
- Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Christine E Seidman
- Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts.,Department of Genetics, Harvard Medical School, Boston, Massachusetts.,Howard Hughes Medical Institute, Chevy Chase, Maryland
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41
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Ward T, Tai W, Morton S, Impens F, Van Damme P, Van Haver D, Timmerman E, Venturini G, Zhang K, Jang MY, Willcox JAL, Haghighi A, Gelb BD, Chung WK, Goldmuntz E, Porter GA, Lifton RP, Brueckner M, Yost HJ, Bruneau BG, Gorham J, Kim Y, Pereira A, Homsy J, Benson CC, DePalma SR, Varland S, Chen CS, Arnesen T, Gevaert K, Seidman C, Seidman JG. Mechanisms of Congenital Heart Disease Caused by NAA15 Haploinsufficiency. Circ Res 2021; 128:1156-1169. [PMID: 33557580 PMCID: PMC8048381 DOI: 10.1161/circresaha.120.316966] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Tarsha Ward
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Warren Tai
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Sarah Morton
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School.,Division of Newborn Medicine, Boston Children's Hospital (S.M.)
| | - Francis Impens
- VIB Center for Medical Biotechnology, B-9000 Ghent, Belgium (F.I., D.V.H., E.T., K.G.).,VIB Proteomics Core, B-9000 Ghent, Belgium (F.I., D.V.H., E.T.).,Biomolecular Medicine (F.I., D.V.H., E.T., K.G.), Ghent University, B-9000 Ghent, Belgium
| | - Petra Van Damme
- Biochemistry and Microbiology (P.V.D.), Ghent University, B-9000 Ghent, Belgium
| | - Delphi Van Haver
- VIB Center for Medical Biotechnology, B-9000 Ghent, Belgium (F.I., D.V.H., E.T., K.G.).,VIB Proteomics Core, B-9000 Ghent, Belgium (F.I., D.V.H., E.T.).,Biomolecular Medicine (F.I., D.V.H., E.T., K.G.), Ghent University, B-9000 Ghent, Belgium
| | - Evy Timmerman
- VIB Center for Medical Biotechnology, B-9000 Ghent, Belgium (F.I., D.V.H., E.T., K.G.).,VIB Proteomics Core, B-9000 Ghent, Belgium (F.I., D.V.H., E.T.).,Biomolecular Medicine (F.I., D.V.H., E.T., K.G.), Ghent University, B-9000 Ghent, Belgium
| | - Gabriela Venturini
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School.,University of Sao Paulo (G.V.)
| | - Kehan Zhang
- Biomedical Engineering, Boston University, MA (K.Z., C.S.C.).,The Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA (K.Z., C.S.C.)
| | - Min Young Jang
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Jon A L Willcox
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Alireza Haghighi
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School.,Howard Hughes Medical Institute (A.H., C.S.), Harvard Medical School.,Medicine, Brigham and Women's Hospital (A.H., C.S.)
| | - Bruce D Gelb
- Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York (B.D.G.)
| | - Wendy K Chung
- Pediatrics and Medicine, Columbia University Medical Center, New York (W.K.C.)
| | - Elizabeth Goldmuntz
- Cardiology, Children's Hospital of Philadelphia, Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia (E.G.)
| | | | - Richard P Lifton
- Genetics, Yale University School of Medicine, New Haven (R.P.L., M.B.).,Laboratory of Human Genetics and Genomics, Rockefeller University, New York (R.P.L.)
| | - Martina Brueckner
- Genetics, Yale University School of Medicine, New Haven (R.P.L., M.B.).,Pediatrics, Yale University School of Medicine, New Haven (M.B.)
| | - H Joseph Yost
- Molecular Medicine Program, University of Utah, Salt Lake City (H.J.Y.)
| | | | - Joshua Gorham
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Yuri Kim
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School.,Division of Cardiovascular Medicine, Brigham and Women's Hospital (Y.K.)
| | - Alexandre Pereira
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Jason Homsy
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Craig C Benson
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Steven R DePalma
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
| | - Sylvia Varland
- Biomedicine (S.V., T.A.), University of Bergen, N-5020 Bergen, Norway.,Biological Sciences (S.V., T.A.), University of Bergen, N-5020 Bergen, Norway.,Donnelly Centre for Cellular and Biomolecular Research, Toronto, Canada (S.V.)
| | - Christopher S Chen
- Biomedical Engineering, Boston University, MA (K.Z., C.S.C.).,The Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA (K.Z., C.S.C.)
| | - Thomas Arnesen
- Biomedicine (S.V., T.A.), University of Bergen, N-5020 Bergen, Norway.,Biological Sciences (S.V., T.A.), University of Bergen, N-5020 Bergen, Norway.,Surgery, Haukeland University Hospital, N-5021 Bergen, Norway (T.A.)
| | - Kris Gevaert
- Biomolecular Medicine (F.I., D.V.H., E.T., K.G.), Ghent University, B-9000 Ghent, Belgium
| | - Christine Seidman
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School.,Howard Hughes Medical Institute (A.H., C.S.), Harvard Medical School.,Medicine, Brigham and Women's Hospital (A.H., C.S.)
| | - J G Seidman
- Genetics (T.W., W.T., S.M., G.V., M.Y.J., J.A.L.W., A.H., J.G., Y.K., A.P., J.H., C.C.B., S.R.D., C.S., J.G.S.), Harvard Medical School
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42
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Kathiriya IS, Rao KS, Iacono G, Devine WP, Blair AP, Hota SK, Lai MH, Garay BI, Thomas R, Gong HZ, Wasson LK, Goyal P, Sukonnik T, Hu KM, Akgun GA, Bernard LD, Akerberg BN, Gu F, Li K, Speir ML, Haeussler M, Pu WT, Stuart JM, Seidman CE, Seidman JG, Heyn H, Bruneau BG. Modeling Human TBX5 Haploinsufficiency Predicts Regulatory Networks for Congenital Heart Disease. Dev Cell 2021; 56:292-309.e9. [PMID: 33321106 PMCID: PMC7878434 DOI: 10.1016/j.devcel.2020.11.020] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 09/23/2020] [Accepted: 11/18/2020] [Indexed: 01/10/2023]
Abstract
Haploinsufficiency of transcriptional regulators causes human congenital heart disease (CHD); however, the underlying CHD gene regulatory network (GRN) imbalances are unknown. Here, we define transcriptional consequences of reduced dosage of the CHD transcription factor, TBX5, in individual cells during cardiomyocyte differentiation from human induced pluripotent stem cells (iPSCs). We discovered highly sensitive dysregulation of TBX5-dependent pathways-including lineage decisions and genes associated with heart development, cardiomyocyte function, and CHD genetics-in discrete subpopulations of cardiomyocytes. Spatial transcriptomic mapping revealed chamber-restricted expression for many TBX5-sensitive transcripts. GRN analysis indicated that cardiac network stability, including vulnerable CHD-linked nodes, is sensitive to TBX5 dosage. A GRN-predicted genetic interaction between Tbx5 and Mef2c, manifesting as ventricular septation defects, was validated in mice. These results demonstrate exquisite and diverse sensitivity to TBX5 dosage in heterogeneous subsets of iPSC-derived cardiomyocytes and predicts candidate GRNs for human CHDs, with implications for quantitative transcriptional regulation in disease.
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Affiliation(s)
- Irfan S Kathiriya
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA.
| | - Kavitha S Rao
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Giovanni Iacono
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain
| | - W Patrick Devine
- Gladstone Institutes, San Francisco, CA 94158, USA; Department of Pathology, University of California, San Francisco, CA 94158, USA
| | - Andrew P Blair
- Gladstone Institutes, San Francisco, CA 94158, USA; Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Swetansu K Hota
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA; Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA
| | - Michael H Lai
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Bayardo I Garay
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, CA 94158, USA; Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | | | - Henry Z Gong
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Lauren K Wasson
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Howard Hughes Medical Institute, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Piyush Goyal
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Tatyana Sukonnik
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Kevin M Hu
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Gunes A Akgun
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Laure D Bernard
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA
| | - Brynn N Akerberg
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Fei Gu
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Kai Li
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Matthew L Speir
- Genomics Institute, University of California, Santa Cruz, CA 95064, USA
| | | | - William T Pu
- Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02115, USA
| | - Joshua M Stuart
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; Howard Hughes Medical Institute, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - J G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Holger Heyn
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain; Universitat Pompeu Fabra, 08028 Barcelona, Spain
| | - Benoit G Bruneau
- Gladstone Institutes, San Francisco, CA 94158, USA; Roddenberry Center for Stem Cell Biology and Medicine at Gladstone, San Francisco, CA 94158, USA; Cardiovascular Research Institute, University of California, San Francisco, CA 94158, USA; Department of Pediatrics, University of California, San Francisco, CA 94158, USA.
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43
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Javor J, Ewoldt JK, Cloonan PE, Chopra A, Luu RJ, Freychet G, Zhernenkov M, Ludwig K, Seidman JG, Seidman CE, Chen CS, Bishop DJ. Probing the subcellular nanostructure of engineered human cardiomyocytes in 3D tissue. Microsyst Nanoeng 2021; 7:10. [PMID: 34567727 PMCID: PMC8433147 DOI: 10.1038/s41378-020-00234-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 11/13/2020] [Accepted: 12/03/2020] [Indexed: 05/15/2023]
Abstract
The structural and functional maturation of human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) is essential for pharmaceutical testing, disease modeling, and ultimately therapeutic use. Multicellular 3D-tissue platforms have improved the functional maturation of hiPSC-CMs, but probing cardiac contractile properties in a 3D environment remains challenging, especially at depth and in live tissues. Using small-angle X-ray scattering (SAXS) imaging, we show that hiPSC-CMs matured and examined in a 3D environment exhibit a periodic spatial arrangement of the myofilament lattice, which has not been previously detected in hiPSC-CMs. The contractile force is found to correlate with both the scattering intensity (R 2 = 0.44) and lattice spacing (R 2 = 0.46). The scattering intensity also correlates with lattice spacing (R 2 = 0.81), suggestive of lower noise in our structural measurement than in the functional measurement. Notably, we observed decreased myofilament ordering in tissues with a myofilament mutation known to lead to hypertrophic cardiomyopathy (HCM). Our results highlight the progress of human cardiac tissue engineering and enable unprecedented study of structural maturation in hiPSC-CMs.
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Affiliation(s)
- Josh Javor
- Department of Mechanical Engineering, Boston University, Boston, MA 02215 USA
| | - Jourdan K. Ewoldt
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | - Paige E. Cloonan
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | - Anant Chopra
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | - Rebeccah J. Luu
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | | | | | - Karl Ludwig
- Department of Physics, Boston University, Boston, MA 02215 USA
- Division of Materials Science, Boston University, Boston, Massachusetts 02215 USA
| | | | | | - Christopher S. Chen
- Department of Mechanical Engineering, Boston University, Boston, MA 02215 USA
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
| | - David J. Bishop
- Department of Mechanical Engineering, Boston University, Boston, MA 02215 USA
- Department of Biomedical Engineering, Boston University, Boston, MA 02215 USA
- Department of Physics, Boston University, Boston, MA 02215 USA
- Division of Materials Science, Boston University, Boston, Massachusetts 02215 USA
- Department of Electrical Engineering, Boston University, Boston, MA 02215 USA
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44
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Martin-Trujillo A, Patel N, Richter F, Jadhav B, Garg P, Morton SU, McKean DM, DePalma SR, Goldmuntz E, Gruber D, Kim R, Newburger JW, Porter GA, Giardini A, Bernstein D, Tristani-Firouzi M, Seidman JG, Seidman CE, Chung WK, Gelb BD, Sharp AJ. Rare genetic variation at transcription factor binding sites modulates local DNA methylation profiles. PLoS Genet 2020; 16:e1009189. [PMID: 33216750 PMCID: PMC7679001 DOI: 10.1371/journal.pgen.1009189] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 10/11/2020] [Indexed: 12/20/2022] Open
Abstract
Although DNA methylation is the best characterized epigenetic mark, the mechanism by which it is targeted to specific regions in the genome remains unclear. Recent studies have revealed that local DNA methylation profiles might be dictated by cis-regulatory DNA sequences that mainly operate via DNA-binding factors. Consistent with this finding, we have recently shown that disruption of CTCF-binding sites by rare single nucleotide variants (SNVs) can underlie cis-linked DNA methylation changes in patients with congenital anomalies. These data raise the hypothesis that rare genetic variation at transcription factor binding sites (TFBSs) might contribute to local DNA methylation patterning. In this work, by combining blood genome-wide DNA methylation profiles, whole genome sequencing-derived SNVs from 247 unrelated individuals along with 133 predicted TFBS motifs derived from ENCODE ChIP-Seq data, we observed an association between the disruption of binding sites for multiple TFs by rare SNVs and extreme DNA methylation values at both local and, to a lesser extent, distant CpGs. While the majority of these changes affected only single CpGs, 24% were associated with multiple outlier CpGs within ±1kb of the disrupted TFBS. Interestingly, disruption of functionally constrained sites within TF motifs lead to larger DNA methylation changes at nearby CpG sites. Altogether, these findings suggest that rare SNVs at TFBS negatively influence TF-DNA binding, which can lead to an altered local DNA methylation profile. Furthermore, subsequent integration of DNA methylation and RNA-Seq profiles from cardiac tissues enabled us to observe an association between rare SNV-directed DNA methylation and outlier expression of nearby genes. In conclusion, our findings not only provide insights into the effect of rare genetic variation at TFBS on shaping local DNA methylation and its consequences on genome regulation, but also provide a rationale to incorporate DNA methylation data to interpret the functional role of rare variants. One of the major challenges for human genetics in the post-genomic era is to interpret the functional relevance of genetic variation. Quantitative trait locus (QTL) analyses have associated an important fraction of genetic variants with a wide range of molecular phenotypes including gene expression (eQTL) and DNA methylation (meQTL), providing insights into the mechanisms by which genetic variation can contribute to health and disease. Although QTL mapping represents an excellent approach to identify biologically relevant functional variants, these studies have been mainly focused on common variants and do not include low-frequency and rare variants. Here, we observed that rare regulatory variants, i.e, single nucleotide variants (SNVs) that disrupt transcription factor binding sites (TFBSs), are associated with changes in DNA methylation at both local and, to a lesser extent, broader locations, most likely, by altering the DNA-binding affinity of transcription factors (TFs). Interestingly, we have also shown that this change in DNA methylation can alter expression levels of nearby genes. Overall, these data suggest a role of rare regulatory SNVs in shaping DNA methylation, and suggest that the incorporation of DNA methylation data may help to interpret the functional consequences of human genetic variation.
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Affiliation(s)
- Alejandro Martin-Trujillo
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Nihir Patel
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Felix Richter
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Bharati Jadhav
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Paras Garg
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
| | - Sarah U. Morton
- Department of Newborn Medicine, Boston Children’s Hospital, Boston, Massachusetts, United States of America
| | - David M. McKean
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
| | - Steven R. DePalma
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
- Howard Hughes Medical Institute, Harvard University, Boston, Massachusetts, United States of America
| | - Elizabeth Goldmuntz
- Division of Cardiology, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America
- Department of Pediatrics, University of Pennsylvania Perlman School of Medicine, Philadelphia, PA, United States of America
| | - Dorota Gruber
- Department of Pediatrics, Cohen Children’s Medical Center, Northwell Health, New Hyde Park, NY, Unites States of America
| | - Richard Kim
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Jane W. Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, United States of America
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - George A. Porter
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY, United States of America
| | | | - Daniel Bernstein
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, United States of America
| | - Martin Tristani-Firouzi
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, United States of America
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Christine E. Seidman
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America
- Howard Hughes Medical Institute, Harvard University, Boston, Massachusetts, United States of America
| | - Wendy K. Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, United States of America
| | - Bruce D. Gelb
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, United States of America
| | - Andrew J. Sharp
- The Mindich Child Health and Development Institute and Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America
- * E-mail:
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45
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Sharma A, Wasson LK, Willcox JA, Morton SU, Gorham JM, DeLaughter DM, Neyazi M, Schmid M, Agarwal R, Jang MY, Toepfer CN, Ward T, Kim Y, Pereira AC, DePalma SR, Tai A, Kim S, Conner D, Bernstein D, Gelb BD, Chung WK, Goldmuntz E, Porter G, Tristani-Firouzi M, Srivastava D, Seidman JG, Seidman CE. GATA6 mutations in hiPSCs inform mechanisms for maldevelopment of the heart, pancreas, and diaphragm. eLife 2020; 9:53278. [PMID: 33054971 PMCID: PMC7593088 DOI: 10.7554/elife.53278] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 10/14/2020] [Indexed: 12/18/2022] Open
Abstract
Damaging GATA6 variants cause cardiac outflow tract defects, sometimes with pancreatic and diaphragmic malformations. To define molecular mechanisms for these diverse developmental defects, we studied transcriptional and epigenetic responses to GATA6 loss of function (LoF) and missense variants during cardiomyocyte differentiation of isogenic human induced pluripotent stem cells. We show that GATA6 is a pioneer factor in cardiac development, regulating SMYD1 that activates HAND2, and KDR that with HAND2 orchestrates outflow tract formation. LoF variants perturbed cardiac genes and also endoderm lineage genes that direct PDX1 expression and pancreatic development. Remarkably, an exon 4 GATA6 missense variant, highly associated with extra-cardiac malformations, caused ectopic pioneer activities, profoundly diminishing GATA4, FOXA1/2, and PDX1 expression and increasing normal retinoic acid signaling that promotes diaphragm development. These aberrant epigenetic and transcriptional signatures illuminate the molecular mechanisms for cardiovascular malformations, pancreas and diaphragm dysgenesis that arise in patients with distinct GATA6 variants.
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Affiliation(s)
- Arun Sharma
- Department of Genetics, Harvard Medical School, Boston, United States.,Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, United States.,Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, United States
| | - Lauren K Wasson
- Department of Genetics, Harvard Medical School, Boston, United States.,Howard Hughes Medical Institute, Harvard Medical School, Boston, United States
| | - Jon Al Willcox
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Sarah U Morton
- Department of Genetics, Harvard Medical School, Boston, United States.,Division of Newborn Medicine, Boston Children's Hospital, Boston, United States
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, United States
| | | | - Meraj Neyazi
- Department of Genetics, Harvard Medical School, Boston, United States.,Hannover Medical School, Hannover, Germany
| | - Manuel Schmid
- Department of Genetics, Harvard Medical School, Boston, United States.,Deutsches Herzzentrum München, Technische Universität München, Munich, Germany
| | - Radhika Agarwal
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Min Young Jang
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Christopher N Toepfer
- Department of Genetics, Harvard Medical School, Boston, United States.,Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom.,Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Tarsha Ward
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Yuri Kim
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Alexandre C Pereira
- Department of Genetics, Harvard Medical School, Boston, United States.,Laboratory of Genetics and Molecular Cardiology, Heart Institute, Medical School of University of Sao Paulo, Sao Paulo, Brazil
| | - Steven R DePalma
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Angela Tai
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Seongwon Kim
- Department of Genetics, Harvard Medical School, Boston, United States
| | - David Conner
- Department of Genetics, Harvard Medical School, Boston, United States
| | - Daniel Bernstein
- Department of Pediatrics, Stanford University School of Medicine, Stanford, United States
| | - Bruce D Gelb
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, United States
| | - Wendy K Chung
- Department of Medicine, Columbia University Medical Center, New York, United States
| | - Elizabeth Goldmuntz
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States
| | - George Porter
- Department of Pediatrics, University of Rochester Medical Center, Rochester, United States
| | - Martin Tristani-Firouzi
- Division of Pediatric Cardiology, University of Utah School of Medicine, Salt Lake City, United States
| | | | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, United States.,Howard Hughes Medical Institute, Harvard Medical School, Boston, United States.,Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Boston, United States
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46
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Pua CJ, Tham N, Chin CW, Walsh R, Khor CC, Toepfer CN, Repetti GG, Garfinkel AC, Ewoldt JK, Cloonan P, Chen CS, Lim SQ, Cai J, Loo LY, Kong SC, Chiang CW, Whiffin N, de Marvao A, Lio PM, Hii AA, Yang CX, Le TT, Bylstra Y, Lim WK, Teo JX, Padilha K, Silva GV, Pan B, Govind R, Buchan RJ, Barton PJ, Tan P, Foo R, Yip JW, Wong RC, Chan WX, Pereira AC, Tang HC, Jamuar SS, Ware JS, Seidman JG, Seidman CE, Cook SA. Genetic Studies of Hypertrophic Cardiomyopathy in Singaporeans Identify Variants in TNNI3 and TNNT2 That Are Common in Chinese Patients. Circ Genom Precis Med 2020; 13:424-434. [PMID: 32815737 PMCID: PMC7676617 DOI: 10.1161/circgen.119.002823] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 07/27/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND To assess the genetic architecture of hypertrophic cardiomyopathy (HCM) in patients of predominantly Chinese ancestry. METHODS We sequenced HCM disease genes in Singaporean patients (n=224) and Singaporean controls (n=3634), compared findings with additional populations and White HCM cohorts (n=6179), and performed in vitro functional studies. RESULTS Singaporean HCM patients had significantly fewer confidently interpreted HCM disease variants (pathogenic/likely pathogenic: 18%, P<0.0001) but an excess of variants of uncertain significance (24%, P<0.0001), as compared to Whites (pathogenic/likely pathogenic: 31%, excess of variants of uncertain significance: 7%). Two missense variants in thin filament encoding genes were commonly seen in Singaporean HCM (TNNI3:p.R79C, disease allele frequency [AF]=0.018; TNNT2:p.R286H, disease AF=0.022) and are enriched in Singaporean HCM when compared with Asian controls (TNNI3:p.R79C, Singaporean controls AF=0.0055, P=0.0057, genome aggregation database-East Asian AF=0.0062, P=0.0086; TNNT2:p.R286H, Singaporean controls AF=0.0017, P<0.0001, genome aggregation database-East Asian AF=0.0009, P<0.0001). Both these variants have conflicting annotations in ClinVar and are of low penetrance (TNNI3:p.R79C, 0.7%; TNNT2:p.R286H, 2.7%) but are predicted to be deleterious by computational tools. In population controls, TNNI3:p.R79C carriers had significantly thicker left ventricular walls compared with noncarriers while its etiological fraction is limited (0.70 [95% CI, 0.35-0.86]) and thus TNNI3:p.R79C is considered variant of uncertain significance. Mutant TNNT2:p.R286H iPSC-CMs (induced pluripotent stem cells derived cardiomyocytes) show hypercontractility, increased metabolic requirements, and cellular hypertrophy and the etiological fraction (0.93 [95% CI, 0.83-0.97]) support the likely pathogenicity of TNNT2:p.R286H. CONCLUSIONS As compared with Whites, Chinese HCM patients commonly have low penetrance risk alleles in TNNT2 or TNNI3 but exhibit few clinically actionable HCM variants overall. This highlights the need for greater study of HCM genetics in non-White populations.
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Affiliation(s)
- Chee Jian Pua
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
- Yong Loo Lin School of Medicine, National University Singapore (C.J.P., L.Y.L.)
| | - Nevin Tham
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Calvin W.L. Chin
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
- Duke-National University of Singapore Medical School (C.W.L.C., J.C., S.S.J., S.A.C.)
| | - Roddy Walsh
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, the Netherlands (R.W.)
| | | | - Christopher N. Toepfer
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
- Radcliffe Department of Medicine, University of Oxford, United Kingdom (C.N.T.)
| | - Giuliana G. Repetti
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
| | - Amanda C. Garfinkel
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
| | - Jourdan K. Ewoldt
- Department of Biomedical Engineering, Boston University, MA (J.K.E., P.C., C.S.C.)
| | - Paige Cloonan
- Department of Biomedical Engineering, Boston University, MA (J.K.E., P.C., C.S.C.)
| | - Christopher S. Chen
- Department of Biomedical Engineering, Boston University, MA (J.K.E., P.C., C.S.C.)
| | - Shi Qi Lim
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Jiashen Cai
- Duke-National University of Singapore Medical School (C.W.L.C., J.C., S.S.J., S.A.C.)
| | - Li Yang Loo
- Yong Loo Lin School of Medicine, National University Singapore (C.J.P., L.Y.L.)
| | - Siew Ching Kong
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Charleston W.K. Chiang
- Center for Genetic Epidemiology, University of Southern California (C.W.K.C.)
- Center for Neurobehavioral Genetics, University of California, Los Angeles (C.W.K.C.)
| | - Nicola Whiffin
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Antonio de Marvao
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Pei Min Lio
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - An An Hii
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Cheng Xi Yang
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Thu Thao Le
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Yasmin Bylstra
- SingHealth/Duke-NUS Precision Medicine Inst, Singapore (Y.B., W.K.L., J.X.T., P.T., S.S.J.)
| | - Weng Khong Lim
- SingHealth/Duke-NUS Precision Medicine Inst, Singapore (Y.B., W.K.L., J.X.T., P.T., S.S.J.)
| | - Jing Xian Teo
- SingHealth/Duke-NUS Precision Medicine Inst, Singapore (Y.B., W.K.L., J.X.T., P.T., S.S.J.)
| | - Kallyandra Padilha
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
- Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)-University of São Paulo Medical School, Brazil (K.P., G.V.S., A.C.P.)
| | - Gabriela V. Silva
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
- Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)-University of São Paulo Medical School, Brazil (K.P., G.V.S., A.C.P.)
| | - Bangfen Pan
- Cardiovascular Research Institute, National University Health System, Singapore (B.P., R.F.)
| | - Risha Govind
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Rachel J. Buchan
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Paul J.R. Barton
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Patrick Tan
- Genome Institute of Singapore (C.C.K., P.T., R.F.)
- SingHealth/Duke-NUS Precision Medicine Inst, Singapore (Y.B., W.K.L., J.X.T., P.T., S.S.J.)
| | - Roger Foo
- Genome Institute of Singapore (C.C.K., P.T., R.F.)
- Cardiovascular Research Institute, National University Health System, Singapore (B.P., R.F.)
| | - James W.L. Yip
- Cardiology Department, National University Heart Centre, Singapore (J.W.L.Y., R.C.C.W., W.X.C.)
| | - Raymond C.C. Wong
- Cardiology Department, National University Heart Centre, Singapore (J.W.L.Y., R.C.C.W., W.X.C.)
| | - Wan Xian Chan
- Cardiology Department, National University Heart Centre, Singapore (J.W.L.Y., R.C.C.W., W.X.C.)
| | - Alexandre C. Pereira
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
- Laboratory of Genetics and Molecular Cardiology, Heart Institute (InCor)-University of São Paulo Medical School, Brazil (K.P., G.V.S., A.C.P.)
| | - Hak Chiaw Tang
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
| | - Saumya Shekhar Jamuar
- Duke-National University of Singapore Medical School (C.W.L.C., J.C., S.S.J., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- KK Women’s and Children’s Hospital, Singapore (S.S.J.)
- SingHealth Duke-NUS Genomic Medicine Centre, Singapore (S.S.J.)
| | - James S. Ware
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
| | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA (C.N.T., G.G.R., A.C.G., K.P., G.V.S., A.C.P., J.G.S., C.E.S.)
- Cardiovascular Division, Brigham and Women’s Hospital, Howard Hughes Medical Institute, Boston, MA (C.E.S.)
| | - Stuart A. Cook
- National Heart Centre Singapore (C.J.P., N.T., C.W.L.C., S.Q.L., S.C.K., P.M.L., A.A.H., C.X.Y., T.T.L., H.C.T., S.A.C.)
- Duke-National University of Singapore Medical School (C.W.L.C., J.C., S.S.J., S.A.C.)
- Cardiovascular Research Center, Royal Brompton Hospital, London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
- National Heart and Lung Institute, Imperial College London, United Kingdom (N.W., A.d.M., R.G., R.J.B., P.J.R.B., J.S.W., S.A.C.)
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47
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Litviňuková M, Talavera-López C, Maatz H, Reichart D, Worth CL, Lindberg EL, Kanda M, Polanski K, Heinig M, Lee M, Nadelmann ER, Roberts K, Tuck L, Fasouli ES, DeLaughter DM, McDonough B, Wakimoto H, Gorham JM, Samari S, Mahbubani KT, Saeb-Parsy K, Patone G, Boyle JJ, Zhang H, Zhang H, Viveiros A, Oudit GY, Bayraktar OA, Seidman JG, Seidman CE, Noseda M, Hubner N, Teichmann SA. Cells of the adult human heart. Nature 2020; 588:466-472. [PMID: 32971526 PMCID: PMC7681775 DOI: 10.1038/s41586-020-2797-4] [Citation(s) in RCA: 677] [Impact Index Per Article: 169.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 09/18/2020] [Indexed: 12/15/2022]
Abstract
Cardiovascular disease is the leading cause of death worldwide. Advanced insights into disease mechanisms and therapeutic strategies require a deeper understanding of the molecular processes involved in the healthy heart. Knowledge of the full repertoire of cardiac cells and their gene expression profiles is a fundamental first step in this endeavour. Here, using state-of-the-art analyses of large-scale single-cell and single-nucleus transcriptomes, we characterize six anatomical adult heart regions. Our results highlight the cellular heterogeneity of cardiomyocytes, pericytes and fibroblasts, and reveal distinct atrial and ventricular subsets of cells with diverse developmental origins and specialized properties. We define the complexity of the cardiac vasculature and its changes along the arterio-venous axis. In the immune compartment, we identify cardiac-resident macrophages with inflammatory and protective transcriptional signatures. Furthermore, analyses of cell-to-cell interactions highlight different networks of macrophages, fibroblasts and cardiomyocytes between atria and ventricles that are distinct from those of skeletal muscle. Our human cardiac cell atlas improves our understanding of the human heart and provides a valuable reference for future studies.
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Affiliation(s)
- Monika Litviňuková
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.,Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Carlos Talavera-López
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.,EMBL - EBI, Wellcome Genome Campus, Hinxton, UK
| | - Henrike Maatz
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Department of Cardiology, University Heart & Vascular Center, University of Hamburg, Hamburg, Germany
| | - Catherine L Worth
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Eric L Lindberg
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Masatoshi Kanda
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany.,Department of Rheumatology and Clinical Immunology, Sapporo Medical University, Sapporo, Japan
| | - Krzysztof Polanski
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Matthias Heinig
- Institute of Computational Biology (ICB), HMGU, Neuherberg, Germany.,Department of Informatics, Technische Universitaet Muenchen (TUM), Munich, Germany
| | - Michael Lee
- National Heart and Lung Institute, Imperial College London, London, UK
| | | | - Kenny Roberts
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Liz Tuck
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Eirini S Fasouli
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | | | - Barbara McDonough
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Cardiovascular Division, Brigham and Women's Hospital, Boston, MA, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Hiroko Wakimoto
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Sara Samari
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Krishnaa T Mahbubani
- Department of Surgery, University of Cambridge, NIHR Cambridge Biomedical Centre, Cambridge Biorepository for Translational Medicine, Cambridge, UK
| | - Kourosh Saeb-Parsy
- Department of Surgery, University of Cambridge, NIHR Cambridge Biomedical Centre, Cambridge Biorepository for Translational Medicine, Cambridge, UK
| | - Giannino Patone
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Joseph J Boyle
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Hongbo Zhang
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.,Department of Histology and Embryology of Zhongshan School of Medicine, Sun-Yat Sen University, Guangzhou, China
| | - Hao Zhang
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Anissa Viveiros
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Gavin Y Oudit
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.,Mazankowski Alberta Heart Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Omer Ali Bayraktar
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - J G Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
| | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA. .,Cardiovascular Division, Brigham and Women's Hospital, Boston, MA, USA. .,Howard Hughes Medical Institute, Chevy Chase, MD, USA.
| | - Michela Noseda
- National Heart and Lung Institute, Imperial College London, London, UK. .,British Heart Foundation Centre of Regenerative Medicine, British Heart Foundation Centre of Research Excellence, Imperial College London, London, UK.
| | - Norbert Hubner
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany. .,DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany. .,Charité-Universitätsmedizin, Berlin, Germany. .,Berlin Institute of Health (BIH), Berlin, Germany.
| | - Sarah A Teichmann
- Cellular Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK. .,Deptartment of Physics, Cavendish Laboratory, University of Cambridge, Cambridge, UK.
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48
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Fahed AC, Nemer G, Bitar FF, Arnaout S, Abchee AB, Batrawi M, Khalil A, Abou Hassan OK, DePalma SR, McDonough B, Arabi MT, Ware JS, Seidman JG, Seidman CE. Founder Mutation in N Terminus of Cardiac Troponin I Causes Malignant Hypertrophic Cardiomyopathy. Circ Genom Precis Med 2020; 13:444-452. [PMID: 32885985 PMCID: PMC7676616 DOI: 10.1161/circgen.120.002991] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Cardiac troponin I (TNNI3) gene mutations account for 3% of hypertrophic cardiomyopathy and carriers have a heterogeneous phenotype, with increased risk of sudden cardiac death (SCD). Only one mutation (p.Arg21Cys) has been reported in the N terminus of the protein. In model organisms, it impairs PKA (protein kinase A) phosphorylation, increases calcium sensitivity, and causes diastolic dysfunction. The phenotype of this unique mutation in patients with hypertrophic cardiomyopathy remains unknown. METHODS We sequenced 29 families with hypertrophic cardiomyopathy enriched for pediatric-onset disease and identified 5 families with the TNNI3 p.Arg21Cys mutation. Using cascade screening, we studied the clinical phenotype of 57 individuals from the 5 families with TNNI3 p.Arg21Cys-related cardiomyopathy. We performed survival analysis investigating the age at first SCD in carriers of the mutation. RESULTS All 5 families with TNNI3 p.Arg21Cys were from South Lebanon. TNNI3 p.Arg21Cys-related cardiomyopathy manifested a malignant phenotype-SCD occurred in 30 (53%) of 57 affected individuals at a median age of 22.5 years. In select carriers without left ventricular hypertrophy on echocardiogram, SCD occurred, myocyte disarray was found on autopsy heart, and tissue Doppler and cardiac magnetic resonance imaging identified subclinical disease features such as diastolic dysfunction and late gadolinium enhancement. CONCLUSIONS The TNNI3 p.Arg21Cys mutation has a founder effect in South Lebanon and causes malignant hypertrophic cardiomyopathy with early SCD even in the absence of hypertrophy. Genetic diagnosis with this mutation may be sufficient for risk stratification for SCD.
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Affiliation(s)
- Akl C Fahed
- Division of Cardiology, Department of Medicine, Center of Genomic Medicine, Massachusetts General Hospital (A.C.F.), Harvard Medical School, Boston.,Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA (A.C.F.)
| | - Georges Nemer
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Lebanon (G.N., F.F.B., M.B., A.K., O.A.-H.).,College of Health and Life Sciences, Hamad Bin Khalifa University, Education City, Doha, Qatar (G.N.)
| | - Fadi F Bitar
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Lebanon (G.N., F.F.B., M.B., A.K., O.A.-H.).,Department of Pediatrics (F.F.B., M.T.A.), American University of Beirut Medical Center, Lebanon
| | - Samir Arnaout
- Cardiology Division (S.A., A.B.A., O.A.-H.), American University of Beirut Medical Center, Lebanon
| | - Antoine B Abchee
- Cardiology Division (S.A., A.B.A., O.A.-H.), American University of Beirut Medical Center, Lebanon
| | - Manal Batrawi
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Lebanon (G.N., F.F.B., M.B., A.K., O.A.-H.)
| | - Athar Khalil
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Lebanon (G.N., F.F.B., M.B., A.K., O.A.-H.)
| | - Ossama K Abou Hassan
- Department of Biochemistry and Molecular Genetics, American University of Beirut, Lebanon (G.N., F.F.B., M.B., A.K., O.A.-H.).,Cardiology Division (S.A., A.B.A., O.A.-H.), American University of Beirut Medical Center, Lebanon
| | - Steven R DePalma
- Department of Genetics (S.R.D., B.M., J.G.S., C.E.S.), Harvard Medical School, Boston
| | - Barbara McDonough
- Department of Genetics (S.R.D., B.M., J.G.S., C.E.S.), Harvard Medical School, Boston
| | - Mariam T Arabi
- Department of Pediatrics (F.F.B., M.T.A.), American University of Beirut Medical Center, Lebanon
| | - James S Ware
- National Heart and Lung Institute, Imperial College London, Royal Brompton Hospital (J.S.W.).,Medical Research College London Institute of Medical Sciences, United Kingdom (J.S.W.)
| | - Jonathan G Seidman
- Department of Genetics (S.R.D., B.M., J.G.S., C.E.S.), Harvard Medical School, Boston
| | - Christine E Seidman
- Department of Genetics (S.R.D., B.M., J.G.S., C.E.S.), Harvard Medical School, Boston.,Division of Cardiology and Howard Hughes Medical Institute, Brigham and Women's Hospital, Boston, MA (C.E.S.)
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49
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Antolic A, Wakimoto H, Jiao Z, Gorham JM, DePalma SR, Lemieux ME, Conner DA, Lee DY, Qi J, Seidman JG, Bradner JE, Brown JD, Haldar SM, Seidman CE, Burke MA. BET bromodomain proteins regulate transcriptional reprogramming in genetic dilated cardiomyopathy. JCI Insight 2020; 5:138687. [PMID: 32603312 DOI: 10.1172/jci.insight.138687] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 06/17/2020] [Indexed: 01/20/2023] Open
Abstract
The bromodomain and extraterminal (BET) family comprises epigenetic reader proteins that are important regulators of inflammatory and hypertrophic gene expression in the heart. We previously identified the activation of proinflammatory gene networks as a key early driver of dilated cardiomyopathy (DCM) in transgenic mice expressing a mutant form of phospholamban (PLNR9C) - a genetic cause of DCM in humans. We hypothesized that BETs coactivate this inflammatory process, representing a critical node in the progression of DCM. To test this hypothesis, we treated PLNR9C or age-matched WT mice longitudinally with the small molecule BET bromodomain inhibitor JQ1 or vehicle. BET inhibition abrogated adverse cardiac remodeling, reduced cardiac fibrosis, and prolonged survival in PLNR9C mice by inhibiting expression of proinflammatory gene networks at all stages of disease. Specifically, JQ1 had profound effects on proinflammatory gene network expression in cardiac fibroblasts, while having little effect on gene expression in cardiomyocytes. Cardiac fibroblast proliferation was also substantially reduced by JQ1. Mechanistically, we demonstrated that BRD4 serves as a direct and essential regulator of NF-κB-mediated proinflammatory gene expression in cardiac fibroblasts. Suppressing proinflammatory gene expression via BET bromodomain inhibition could be a novel therapeutic strategy for chronic DCM in humans.
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Affiliation(s)
- Andrew Antolic
- Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Zhe Jiao
- Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | | | | | - Da Young Lee
- Emory University School of Medicine, Atlanta, Georgia, USA
| | - Jun Qi
- Bioinfo, Plantagenet, Ontario, Canada
| | | | - James E Bradner
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Saptarsi M Haldar
- Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA.,Department of Medicine, Cardiology Division, UCSF School of Medicine, San Francisco, California, USA.,Amgen Research, South San Francisco, California, USA
| | - Christine E Seidman
- Harvard Medical School, Boston, Massachusetts, USA.,Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Howard Hughes Medical Institute
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50
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Richter F, Morton SU, Kim SW, Kitaygorodsky A, Wasson LK, Chen KM, Zhou J, Qi H, Patel N, DePalma SR, Parfenov M, Homsy J, Gorham JM, Manheimer KB, Velinder M, Farrell A, Marth G, Schadt EE, Kaltman JR, Newburger JW, Giardini A, Goldmuntz E, Brueckner M, Kim R, Porter GA, Bernstein D, Chung WK, Srivastava D, Tristani-Firouzi M, Troyanskaya OG, Dickel DE, Shen Y, Seidman JG, Seidman CE, Gelb BD. Genomic analyses implicate noncoding de novo variants in congenital heart disease. Nat Genet 2020; 52:769-777. [PMID: 32601476 PMCID: PMC7415662 DOI: 10.1038/s41588-020-0652-z] [Citation(s) in RCA: 76] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 05/22/2020] [Indexed: 02/07/2023]
Abstract
A genetic etiology is identified for one-third of patients with congenital heart disease (CHD), with 8% of cases attributable to coding de novo variants (DNVs). To assess the contribution of noncoding DNVs to CHD, we compared genome sequences from 749 CHD probands and their parents with those from 1,611 unaffected trios. Neural network prediction of noncoding DNV transcriptional impact identified a burden of DNVs in individuals with CHD (n = 2,238 DNVs) compared to controls (n = 4,177; P = 8.7 × 10-4). Independent analyses of enhancers showed an excess of DNVs in associated genes (27 genes versus 3.7 expected, P = 1 × 10-5). We observed significant overlap between these transcription-based approaches (odds ratio (OR) = 2.5, 95% confidence interval (CI) 1.1-5.0, P = 5.4 × 10-3). CHD DNVs altered transcription levels in 5 of 31 enhancers assayed. Finally, we observed a DNV burden in RNA-binding-protein regulatory sites (OR = 1.13, 95% CI 1.1-1.2, P = 8.8 × 10-5). Our findings demonstrate an enrichment of potentially disruptive regulatory noncoding DNVs in a fraction of CHD at least as high as that observed for damaging coding DNVs.
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Affiliation(s)
- Felix Richter
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sarah U Morton
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Seong Won Kim
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Alexander Kitaygorodsky
- Departments of Systems Biology and Biomedical Informatics, Columbia University, New York, NY, USA
| | - Lauren K Wasson
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | | | - Jian Zhou
- Flatiron Institute, Simons Foundation, New York, NY, USA
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA
- Lyda Hill Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Hongjian Qi
- Departments of Systems Biology and Biomedical Informatics, Columbia University, New York, NY, USA
| | - Nihir Patel
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - Jason Homsy
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Center for External Innovation, Takeda Pharmaceuticals USA, Cambridge, MA, USA
| | - Joshua M Gorham
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Kathryn B Manheimer
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Sema4, Stamford, CT, USA
| | - Matthew Velinder
- Department of Human Genetics, Utah Center for Genetic Discovery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Andrew Farrell
- Department of Human Genetics, Utah Center for Genetic Discovery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Gabor Marth
- Department of Human Genetics, Utah Center for Genetic Discovery, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Eric E Schadt
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Sema4, Stamford, CT, USA
- Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jonathan R Kaltman
- Heart Development and Structural Diseases Branch, Division of Cardiovascular Sciences, NHLBI/NIH, Bethesda, MD, USA
| | | | | | - Elizabeth Goldmuntz
- Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Martina Brueckner
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Richard Kim
- Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - George A Porter
- Department of Pediatrics, University of Rochester, Rochester, NY, USA
| | - Daniel Bernstein
- Department of Pediatrics, Stanford University, Palo Alto, CA, USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine, Columbia University Medical Center, New York, NY, USA
| | - Deepak Srivastava
- Gladstone Institute of Cardiovascular Disease and University of California San Francisco, San Francisco, CA, USA
| | - Martin Tristani-Firouzi
- Division of Pediatric Cardiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Olga G Troyanskaya
- Flatiron Institute, Simons Foundation, New York, NY, USA
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA
- Department of Computer Science, Princeton University, Princeton, NJ, USA
| | - Diane E Dickel
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Lab, Berkeley, CA, USA
| | - Yufeng Shen
- Departments of Systems Biology and Biomedical Informatics, Columbia University, New York, NY, USA
| | | | - Christine E Seidman
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Cardiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Bruce D Gelb
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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