Multi-omics integration identifies key upstream regulators of pathomechanisms in hypertrophic cardiomyopathy due to truncating MYBPC3 mutations

被引:18
|
作者
Pei, J. [1 ,2 ,3 ]
Schuldt, M. [4 ]
Nagyova, E. [5 ]
Gu, Z. [6 ]
el Bouhaddani, S. [6 ]
Yiangou, L. [7 ]
Jansen, M. [8 ]
Calis, J. J. A. [1 ,2 ]
Dorsch, L. M. [4 ]
Blok, C. Snijders [1 ]
van den Dungen, N. A. M. [5 ]
Lansu, N. [5 ]
Boukens, B. J. [9 ]
Efimov, I. R. [10 ]
Michels, M. [11 ]
Verhaar, M. C. [2 ,3 ]
de Weger, R. [12 ]
Vink, A. [12 ]
van Steenbeek, F. G. [1 ,2 ,13 ]
Baas, A. F. [8 ]
Davis, R. P. [7 ]
Uh, H. W. [6 ]
Kuster, D. W. D. [4 ]
Cheng, C. [2 ,3 ,10 ]
Mokry, M. [1 ,2 ,5 ,14 ]
van der Velden, J. [4 ]
Asselbergs, F. W. [1 ,15 ,16 ,17 ,18 ]
Harakalova, M. [1 ,2 ]
机构
[1] Univ Utrecht, Univ Med Ctr Utrecht, Dept Cardiol, Div Heart & Lungs, NL-3584 CT Utrecht, Netherlands
[2] Univ Utrecht, Univ Med Ctr Utrecht, Regenerat Med Utrecht RMU, NL-3584 CT Utrecht, Netherlands
[3] Univ Utrecht, UMC Utrecht, DIG D, Dept Hypertens & Nephrol, Utrecht, Netherlands
[4] Vrije Univ Amsterdam, Amsterdam UMC, Dept Physiol, Amsterdam, Netherlands
[5] UMC Utrecht, Lab Clin Chem & Hematol, Utrecht, Netherlands
[6] Univ Utrecht, Dept Biostat & Res Support, UMC Utrecht, Utrecht, Netherlands
[7] LUMC, Dept Anat & Embryol, Leiden, Netherlands
[8] Univ Utrecht, Div Labs Pharm & Biomed Genet, Dept Genet, UMC Utrecht, Utrecht, Netherlands
[9] AMC, Dept Med Biol, Amsterdam, Netherlands
[10] GWU, Dept Biomed Engn, Washington, DC USA
[11] Erasmus MC, Dept Cardiol, Thoraxctr, Rotterdam, Netherlands
[12] Univ Utrecht, Dept Pathol, UMC Utrecht, Utrecht, Netherlands
[13] Univ Utrecht, Dept Clin Sci, Fac Vet Med, Utrecht, Netherlands
[14] Univ Utrecht, Div Paediat, UMC Utrecht, Utrecht, Netherlands
[15] UCL, Hlth Data Res UK, London, England
[16] UCL, Inst Hlth Informat, London, England
[17] UCL, Fac Populat Hlth Sci, Inst Cardiovasc Sci, London, England
[18] Univ Med Ctr Utrecht, Div Heart & Lungs, Dept Cardiol, Room E03-818,POB 85500, NL-3508 GA Utrecht, Netherlands
基金
欧洲研究理事会;
关键词
HCM; MYBPC3; Histone acetylome; Transcriptome; Proteome; Transcription factors; ENRICHMENT ANALYSIS; RNA; EXPRESSION; FORCE;
D O I
10.1186/s13148-021-01043-3
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Hypertrophic cardiomyopathy (HCM) is the most common genetic disease of the cardiac muscle, frequently caused by mutations in MYBPC3. However, little is known about the upstream pathways and key regulators causing the disease. Therefore, we employed a multi-omics approach to study the pathomechanisms underlying HCM comparing patient hearts harboring MYBPC3 mutations to control hearts. Results Using H3K27ac ChIP-seq and RNA-seq we obtained 9310 differentially acetylated regions and 2033 differentially expressed genes, respectively, between 13 HCM and 10 control hearts. We obtained 441 differentially expressed proteins between 11 HCM and 8 control hearts using proteomics. By integrating multi-omics datasets, we identified a set of DNA regions and genes that differentiate HCM from control hearts and 53 protein-coding genes as the major contributors. This comprehensive analysis consistently points toward altered extracellular matrix formation, muscle contraction, and metabolism. Therefore, we studied enriched transcription factor (TF) binding motifs and identified 9 motif-encoded TFs, including KLF15, ETV4, AR, CLOCK, ETS2, GATA5, MEIS1, RXRA, and ZFX. Selected candidates were examined in stem cell-derived cardiomyocytes with and without mutated MYBPC3. Furthermore, we observed an abundance of acetylation signals and transcripts derived from cardiomyocytes compared to non-myocyte populations. Conclusions By integrating histone acetylome, transcriptome, and proteome profiles, we identified major effector genes and protein networks that drive the pathological changes in HCM with mutated MYBPC3. Our work identifies 38 highly affected protein-coding genes as potential plasma HCM biomarkers and 9 TFs as potential upstream regulators of these pathomechanisms that may serve as possible therapeutic targets.
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页数:20
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