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Lyu C, Huang M, Liu N, Chen Z, Lupo PJ, Tycko B, Witte JS, Hobbs CA, Li M. Random field modeling of multi-trait multi-locus association for detecting methylation quantitative trait loci. Bioinformatics 2022; 38:3853-3862. [PMID: 35781319 PMCID: PMC9364381 DOI: 10.1093/bioinformatics/btac443] [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] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 06/28/2022] [Accepted: 06/30/2022] [Indexed: 12/24/2022] Open
Abstract
MOTIVATION CpG sites within the same genomic region often share similar methylation patterns and tend to be co-regulated by multiple genetic variants that may interact with one another. RESULTS We propose a multi-trait methylation random field (multi-MRF) method to evaluate the joint association between a set of CpG sites and a set of genetic variants. The proposed method has several advantages. First, it is a multi-trait method that allows flexible correlation structures between neighboring CpG sites (e.g. distance-based correlation). Second, it is also a multi-locus method that integrates the effect of multiple common and rare genetic variants. Third, it models the methylation traits with a beta distribution to characterize their bimodal and interval properties. Through simulations, we demonstrated that the proposed method had improved power over some existing methods under various disease scenarios. We further illustrated the proposed method via an application to a study of congenital heart defects (CHDs) with 83 cardiac tissue samples. Our results suggested that gene BACE2, a methylation quantitative trait locus (QTL) candidate, colocalized with expression QTLs in artery tibial and harbored genetic variants with nominal significant associations in two genome-wide association studies of CHD. AVAILABILITY AND IMPLEMENTATION https://github.com/chenlyu2656/Multi-MRF. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Chen Lyu
- Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington, IN 47405, USA,Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Manyan Huang
- Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Nianjun Liu
- Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Zhongxue Chen
- Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Philip J Lupo
- Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Benjamin Tycko
- Center for Discovery and Innovation, Nutley, NJ 07110, USA
| | - John S Witte
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA 94305, USA,Department of Biomedical Data Sciences, Stanford University, Stanford, CA 94305, USA
| | - Charlotte A Hobbs
- Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123, USA
| | - Ming Li
- To whom correspondence should be addressed.
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Krenz M. Friend or foe? Unraveling the complex roles of protein tyrosine phosphatases in cardiac disease and development. Cell Signal 2022. [PMID: 35259455 PMCID: PMC9038168 DOI: 10.1016/j.cellsig.2022.110297] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 02/14/2022] [Accepted: 02/27/2022] [Indexed: 11/21/2022]
Abstract
Regulation of protein tyrosine phosphorylation is critical for most, if not all, fundamental cellular processes. However, we still do not fully understand the complex and tissue-specific roles of protein tyrosine phosphatases in the normal heart or in cardiac pathology. This review compares and contrasts the various roles of protein tyrosine phosphatases known to date in the context of cardiac disease and development. In particular, it will be considered how specific protein tyrosine phosphatases control cardiac hypertrophy and cardiomyocyte contractility, how protein tyrosine phosphatases contribute to or ameliorate injury induced by ischaemia / reperfusion or hypoxia / reoxygenation, and how protein tyrosine phosphatases are involved in normal heart development and congenital heart disease. This review delves into the newest developments and current challenges in the field, and highlights knowledge gaps and emerging opportunities for future research.
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Ontoria-Oviedo I, Földes G, Tejedor S, Panadero J, Kitani T, Vázquez A, Wu JC, Harding SE, Sepúlveda P. Modeling Transposition of the Great Arteries with Patient-Specific Induced Pluripotent Stem Cells. Int J Mol Sci 2021; 22:ijms222413270. [PMID: 34948064 PMCID: PMC8705900 DOI: 10.3390/ijms222413270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 11/10/2021] [Revised: 11/30/2021] [Accepted: 12/07/2021] [Indexed: 12/13/2022] Open
Abstract
The dextro-transposition of the great arteries (d-TGA) is one of the most common congenital heart diseases. To identify biological processes that could be related to the development of d-TGA, we established induced pluripotent stem cell (iPSC) lines from two patients with d-TGA and from two healthy subjects (as controls) and differentiated them into endothelial cells (iPSC-ECs). iPSC-EC transcriptome profiling and bioinformatics analysis revealed differences in the expression level of genes involved in circulatory system and animal organ development. iPSC-ECs from patients with d-TGA showed impaired ability to develop tubular structures in an in vitro capillary-like tube formation assay, and interactome studies revealed downregulation of biological processes related to Notch signaling, circulatory system development and angiogenesis, pointing to alterations in vascular structure development. Our study provides an iPSC-based cellular model to investigate the etiology of d-TGA.
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Affiliation(s)
- Imelda Ontoria-Oviedo
- Regenerative Medicine and Heart Transplantation Unit, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (S.T.); (A.V.)
- Correspondence: (I.O.-O.); (P.S.); Tel.: +34-96-1246632 (I.O.-O.); +34-96-1246635 (P.S.)
| | - Gabor Földes
- National Heart and Lung Institute, Imperial College London, London W12 0NN, UK; (G.F.); (S.E.H.)
- Heart and Vascular Center, Semmelweis University, H1122 Budapest, Hungary
| | - Sandra Tejedor
- Regenerative Medicine and Heart Transplantation Unit, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (S.T.); (A.V.)
| | - Joaquín Panadero
- IGENOMIX S.L., Edificios Europark, Parque Tecnológico, 46980 Paterna, Spain;
| | - Tomoya Kitani
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA; (T.K.); (J.C.W.)
| | - Alejandro Vázquez
- Regenerative Medicine and Heart Transplantation Unit, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (S.T.); (A.V.)
| | - Joseph C. Wu
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA; (T.K.); (J.C.W.)
| | - Sian E. Harding
- National Heart and Lung Institute, Imperial College London, London W12 0NN, UK; (G.F.); (S.E.H.)
| | - Pilar Sepúlveda
- Regenerative Medicine and Heart Transplantation Unit, Instituto de Investigación Sanitaria La Fe, 46026 Valencia, Spain; (S.T.); (A.V.)
- Correspondence: (I.O.-O.); (P.S.); Tel.: +34-96-1246632 (I.O.-O.); +34-96-1246635 (P.S.)
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Gao W, Guo N, Zhao S, Chen Z, Zhang W, Yan F, Liao H, Chi K. FBXW7 promotes pathological cardiac hypertrophy by targeting EZH2-SIX1 signaling. Exp Cell Res 2020; 393:112059. [PMID: 32380038 DOI: 10.1016/j.yexcr.2020.112059] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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: 02/01/2020] [Revised: 04/21/2020] [Accepted: 05/03/2020] [Indexed: 12/18/2022]
Abstract
F-box and WD repeat domain-containing 7 (FBXW7) is an E3-ubiquitin ligase, which serves as one of the components of the SKP1, CUL1, and F-box protein type ubiquitin ligase (SCF) complex. Previous studies reveal that FBXW7 participates in cancer, inflammation and Parkinson's disease. FBXW7 also contributes to angiogenesis of endothelial cells. However, the function of FBXW7 in cardiac homeostasis remains to elucidate. Here we identified the critical role of FBXW7 during cardiac hypertrophy in humans and rodents. Quantitative real-time PCR (qRT-PCR) and Western blot revealed that the mRNA and protein levels of FBXW7 were upregulated significantly in hypertrophic hearts in human and mouse as well as Angiotensin II (Ang II)-induced hypertrophic neonatal rat cardiomyocytes (NRCM). Gain-of-function (adenovirus) and loss-of-function (siRNA) experiments provided evidence that FBXW7 promoted Ang II-induced cardiomyocyte hypertrophy as demonstrated by the increase in the size of cardiomyocytes and overexpression of hypertrophic fetal genes myosin heavy chain 7 (Myh7) natriuretic peptide a (Nppa), brain natriuretic peptide (Nppb). Further mechanism study revealed that FBXW7 promoted the expression of sine oculis homeobox homolog 1 (SIX1) in cardiomyocytes, which relied on regulation of the stability of the histone methyltransferase EZH2 (Enhancer of zeste homolog 2). Previous work revealed the pro-hypertrophic role of the EZH2-SIX1 axis in rodents. Indeed, our genetic and pharmacological evidence showed that the EZH2-SIX1 signaling was critically involved in FBXW7 functions in Ang II-induced cardiomyocyte hypertrophy. Therefore, we identified FBWX7 as an important regulator of cardiac hypertrophy via modulating the EZH2-SIX1 axis.
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Affiliation(s)
- Weinian Gao
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
| | - Na Guo
- Department of Cardiology, Shijiazhuang Translational Chinese Medicine Hospital, Shijiazhuang, 050000, China
| | - Shuguang Zhao
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China.
| | - Ziying Chen
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
| | - Wenli Zhang
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
| | - Fang Yan
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
| | - Hongjuan Liao
- Department of Cardiac Macrovascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
| | - Kui Chi
- Department of Vascular Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, China
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Volkmann M, Richter R, Herrmann T, Hentze S, Hör M, Hasche H, Selle B, Stremmel W, Gehrke SG. Hereditary hyperferritinaemia-cataract syndrome (HHCS) – an underestimated condition: ferritin light chain variant spectrum in German families. Clin Chem Lab Med 2019; 57:1837-1845. [DOI: 10.1515/cclm-2018-1354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Accepted: 05/19/2019] [Indexed: 01/08/2023]
Abstract
Abstract
Background
In hereditary hyperferritinaemia-cataract syndrome (HHCS), single nucleic acid alterations in the ferritin light chain (L-ferritin) iron response element (IRE) constitutively derepress ferritin synthesis, resulting in hyperferritinaemia, L-ferritin deposits in the lens of the eye and early bilateral cataract onset.
Methods
In this study, six German families with putative HHCS were analysed. Clinical diagnosis of HHCS was based on medical history, evaluation of ferritin serum levels, transferrin saturation and clinical ophthalmological examination. Diagnosis was confirmed by polymerase chain reaction (PCR)-based DNA sequencing of the L-ferritin IRE.
Results
Genetic analysis of the L-ferritin IRE revealed relevant single nucleic acid alterations in each of the affected families. Variants c.-168G > A, c.-168G > U and c.-167C > U were located in the C-bulge region; and variants c.-161C > U and c.-157G > A were located in the hexanucleotide loop of the L-ferritin IRE.
Conclusions
Family history of hyperferritinaemia and juvenile cataracts are strong indicators of HHCS. Genetic analysis of the L-ferritin IRE is a straightforward procedure to confirm the diagnosis. Accurate diagnosis of hyperferritinaemia can avoid unnecessary treatment by venesection, and focus attention on early cataract detection in offspring at risk.
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Affiliation(s)
| | - Rudolf Richter
- MVZ Labor PD Dr. Volkmann & Kollegen , Karlsruhe , Germany
| | - Thomas Herrmann
- Medizinische Klinik 1 , Westküstenklinikum Heide , Heide , Germany
| | | | - Michaela Hör
- Städtisches Klinikum Karlsruhe gGmbH, Augenklinik , Karlsruhe , Germany
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