• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用定量蛋白质组学和机器学习鉴定肥厚型心肌病的多重生物标志物面板。

Identification of a Multiplex Biomarker Panel for Hypertrophic Cardiomyopathy Using Quantitative Proteomics and Machine Learning.

机构信息

UCL MRC Unit for Lifelong Health and Ageing, 1-19 Torrington Place, Fitzrovia, London WC1E 7HB, UK; Barts Heart Center, The Cardiovascular Magnetic Resonance Imaging Unit and The Inherited Cardiovascular Diseases Unit, St. Bartholomew's Hospital, West Smithfield, London, EC1A 7BE, UK.

Translational Mass Spectrometry Research Group, UCL Institute of Child Health and Great Ormond Street Hospital, 30 Guilford Street, London WC1N 1EH, UK; Institute of Child Health, University College London, London, WC1N 1EH, UK.

出版信息

Mol Cell Proteomics. 2020 Jan;19(1):114-127. doi: 10.1074/mcp.RA119.001586. Epub 2019 Jun 26.

DOI:10.1074/mcp.RA119.001586
PMID:
31243064
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6944230/
Abstract

Hypertrophic cardiomyopathy (HCM) is defined by pathological left ventricular hypertrophy (LVH). It is the commonest inherited cardiac condition and a significant number of high risk cases still go undetected until a sudden cardiac death (SCD) event. Plasma biomarkers do not currently feature in the assessment of HCM disease progression, which is tracked by serial imaging, or in SCD risk stratification, which is based on imaging parameters and patient/family history. There is a need for new HCM plasma biomarkers to refine disease monitoring and improve patient risk stratification. To identify new plasma biomarkers for patients with HCM, we performed exploratory myocardial and plasma proteomics screens and subsequently developed a multiplexed targeted liquid chromatography-tandem/mass spectrometry-based assay to validate the 26 peptide biomarkers that were identified. The association of discovered biomarkers with clinical phenotypes was prospectively tested in plasma from 110 HCM patients with LVH (LVH+ HCM), 97 controls, and 16 HCM sarcomere gene mutation carriers before the development of LVH (subclinical HCM). Six peptides (aldolase fructose-bisphosphate A, complement C3, glutathione S-transferase omega 1, Ras suppressor protein 1, talin 1, and thrombospondin 1) were increased significantly in the plasma of LVH+ HCM compared with controls and correlated with imaging markers of phenotype severity: LV wall thickness, mass, and percentage myocardial scar on cardiovascular magnetic resonance imaging. Using supervised machine learning (ML), this six-biomarker panel differentiated between LVH+ HCM and controls, with an area under the curve of ≥ 0.87. Five of these peptides were also significantly increased in subclinical HCM compared with controls. In LVH+ HCM, the six-marker panel correlated with the presence of nonsustained ventricular tachycardia and the estimated five-year risk of sudden cardiac death. Using quantitative proteomic approaches, we have discovered six potentially useful circulating plasma biomarkers related to myocardial substrate changes in HCM, which correlate with the estimated sudden cardiac death risk.

摘要

肥厚型心肌病(HCM)的定义为病理性左心室肥厚(LVH)。它是最常见的遗传性心脏病,许多高危病例在发生心脏性猝死(SCD)事件之前仍未被发现。目前,血浆生物标志物并未用于评估 HCM 疾病进展,疾病进展的监测依赖于连续的影像学检查,而 SCD 风险分层则基于影像学参数和患者/家族史。需要新的 HCM 血浆生物标志物来改善疾病监测并提高患者风险分层。为了鉴定 HCM 患者的新的血浆生物标志物,我们进行了探索性心肌和血浆蛋白质组学筛选,并随后开发了一种多重靶向液相色谱-串联质谱(LC-MS/MS)检测方法,以验证鉴定出的 26 种肽生物标志物。在发生 LVH(LVH+HCM)之前,我们前瞻性地在 110 名 HCM 患者(LVH+HCM)、97 名对照者和 16 名 HCM 肌节基因突变携带者的血浆中检测了发现的生物标志物与临床表型的相关性,这些患者没有发生 LVH(亚临床 HCM)。与对照组相比,在 LVH+HCM 患者的血浆中,有 6 种肽(醛缩酶果糖-二磷酸 A、补体 C3、谷胱甘肽 S-转移酶 omega 1、Ras 抑制蛋白 1、桩蛋白 1 和血栓素 1)显著增加,且与心血管磁共振成像上的表型严重程度的影像学标志物相关:左心室壁厚度、质量和心肌瘢痕百分比。使用有监督机器学习(ML),该六标志物面板可区分 LVH+HCM 与对照组,曲线下面积(AUC)≥0.87。与对照组相比,在亚临床 HCM 患者中,这 5 种肽也显著增加。在 LVH+HCM 患者中,六标志物面板与非持续性室性心动过速的存在以及估计的 5 年 SCD 风险相关。使用定量蛋白质组学方法,我们发现了六个与 HCM 心肌底物变化相关的潜在有用的循环血浆生物标志物,它们与估计的 SCD 风险相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/62d9/6944230/15b0dffaef13/zjw0121960610005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/62d9/6944230/15b0dffaef13/zjw0121960610005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/62d9/6944230/15b0dffaef13/zjw0121960610005.jpg

相似文献

1
Identification of a Multiplex Biomarker Panel for Hypertrophic Cardiomyopathy Using Quantitative Proteomics and Machine Learning.使用定量蛋白质组学和机器学习鉴定肥厚型心肌病的多重生物标志物面板。
Mol Cell Proteomics. 2020 Jan;19(1):114-127. doi: 10.1074/mcp.RA119.001586. Epub 2019 Jun 26.
2
Novel Multiplexed Plasma Biomarker Panel Has Diagnostic and Prognostic Potential in Children With Hypertrophic Cardiomyopathy.新型多重血浆生物标志物panel 在儿童肥厚型心肌病中有诊断和预后潜力。
Circ Genom Precis Med. 2024 Jun;17(3):e004448. doi: 10.1161/CIRCGEN.123.004448. Epub 2024 Jun 7.
3
T1 measurements identify extracellular volume expansion in hypertrophic cardiomyopathy sarcomere mutation carriers with and without left ventricular hypertrophy.T1 测量可识别肥厚型心肌病肌节突变携带者有无左心室肥厚的细胞外容积扩张。
Circ Cardiovasc Imaging. 2013 May 1;6(3):415-22. doi: 10.1161/CIRCIMAGING.112.000333. Epub 2013 Apr 2.
4
Comprehensive Proteomics Profiling Identifies Circulating Biomarkers to Distinguish Hypertrophic Cardiomyopathy From Other Cardiomyopathies With Left Ventricular Hypertrophy.综合蛋白质组学分析鉴定循环生物标志物以区分肥厚型心肌病与其他伴有左心室肥厚的心肌病。
Circ Heart Fail. 2025 Jan;18(1):e012434. doi: 10.1161/CIRCHEARTFAILURE.124.012434. Epub 2024 Nov 11.
5
Microstructural and Microvascular Phenotype of Sarcomere Mutation Carriers and Overt Hypertrophic Cardiomyopathy.肌节突变携带者和显性肥厚型心肌病的微观结构和微血管表型。
Circulation. 2023 Sep 5;148(10):808-818. doi: 10.1161/CIRCULATIONAHA.123.063835. Epub 2023 Jul 18.
6
Ultrasonic Assessment of Myocardial Microstructure in Hypertrophic Cardiomyopathy Sarcomere Mutation Carriers With and Without Left Ventricular Hypertrophy.肥厚型心肌病肌节突变携带者伴或不伴左心室肥厚时心肌微观结构的超声评估
Circ Heart Fail. 2016 Sep;9(9). doi: 10.1161/CIRCHEARTFAILURE.116.003026.
7
Growth differentiation factor 15 can distinguish between hypertrophic cardiomyopathy and hypertensive hearts.生长分化因子15可区分肥厚型心肌病和高血压性心脏。
Heart Vessels. 2014 Mar;29(2):231-7. doi: 10.1007/s00380-013-0337-y. Epub 2013 Mar 23.
8
Electrophysiological Characterization of Subclinical and Overt Hypertrophic Cardiomyopathy by Magnetic Resonance Imaging-Guided Electrocardiography.磁共振成像引导心电图对亚临床和显性肥厚型心肌病的电生理特征分析。
J Am Coll Cardiol. 2024 Mar 19;83(11):1042-1055. doi: 10.1016/j.jacc.2024.01.006. Epub 2024 Feb 20.
9
Left Atrial structure and function in hypertrophic cardiomyopathy sarcomere mutation carriers with and without left ventricular hypertrophy.肥厚型心肌病肌节突变携带者左心房结构和功能与左心室肥厚的关系。
J Cardiovasc Magn Reson. 2017 Dec 28;19(1):107. doi: 10.1186/s12968-017-0420-0.
10
Cardiac MRI assessed left ventricular hypertrophy in differentiating hypertensive heart disease from hypertrophic cardiomyopathy attributable to a sarcomeric gene mutation.心脏磁共振成像评估左心室肥厚在区分高血压性心脏病与致心肌病变基因突变的肥厚型心肌病。
Eur Radiol. 2011 Jul;21(7):1383-9. doi: 10.1007/s00330-011-2065-y. Epub 2011 Jan 28.

引用本文的文献

1
Matrisome remodeling in the myocardium of hypertrophic cardiomyopathy; novel targets for molecular diagnostics.肥厚型心肌病心肌中的基质重塑;分子诊断的新靶点。
Front Cell Dev Biol. 2025 Aug 6;13:1641584. doi: 10.3389/fcell.2025.1641584. eCollection 2025.
2
The Latest Advances in Omics Technology for Assessing Tissue Damage: Implications for the Study of Sudden Cardiac Death.用于评估组织损伤的组学技术最新进展:对心脏性猝死研究的启示
Int J Mol Sci. 2025 Jul 16;26(14):6818. doi: 10.3390/ijms26146818.
3
Metabolomics and lipidomics of plasma biomarkers for tuberculosis diagnostics using UHPLC-HRMS.

本文引用的文献

1
Proteomic Analysis of the Myocardium in Hypertrophic Obstructive Cardiomyopathy.肥厚型梗阻性心肌病心肌的蛋白质组学分析。
Circ Genom Precis Med. 2018 Dec;11(12):e001974. doi: 10.1161/CIRCGEN.117.001974.
2
Multilayer Myocardial Mechanics in Genotype-Positive Left Ventricular Hypertrophy-Negative Patients With Hypertrophic Cardiomyopathy.肥厚型心肌病基因型阳性左心室肥厚阴性患者的多层心肌力学。
Am J Cardiol. 2018 Nov 15;122(10):1754-1760. doi: 10.1016/j.amjcard.2018.08.008. Epub 2018 Aug 21.
3
Biomarkers of Myocardial Fibrosis: Revealing the Natural History of Fibrogenesis in Fabry Disease Cardiomyopathy.
使用超高效液相色谱-高分辨率质谱法对用于结核病诊断的血浆生物标志物进行代谢组学和脂质组学研究。
Front Cell Infect Microbiol. 2025 Jun 30;15:1526740. doi: 10.3389/fcimb.2025.1526740. eCollection 2025.
4
Proteomic Analysis of Valsartan for Attenuating Disease Evolution in Early Sarcomeric Hypertrophic Cardiomyopathy (VANISH) Clinical Trial.缬沙坦延缓早期肌节肥厚型心肌病疾病进展的蛋白质组学分析(VANISH)临床试验
Circ Heart Fail. 2025 Jun;18(6):e012393. doi: 10.1161/CIRCHEARTFAILURE.124.012393. Epub 2025 May 9.
5
Transcriptomics reveal stretched human pluripotent stem cell-derived cardiomyocytes as an advantageous hypertrophy model.转录组学研究表明,人多能干细胞来源的拉伸心肌细胞是一种理想的肥大模型。
J Mol Cell Cardiol Plus. 2022 Nov 12;2:100020. doi: 10.1016/j.jmccpl.2022.100020. eCollection 2022 Dec.
6
Circulating microRNA as promising biomarkers in hypertrophic cardiomyopathy: can advanced cardiac magnetic resonance unlock new insights in research?循环微小RNA作为肥厚型心肌病中有前景的生物标志物:先进的心脏磁共振能否为研究带来新见解?
Exp Biol Med (Maywood). 2024 Dec 18;249:10334. doi: 10.3389/ebm.2024.10334. eCollection 2024.
7
Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using plasma proteomics profiling.使用血浆蛋白质组学谱预测肥厚型心肌病患者新发心房颤动。
Europace. 2024 Nov 1;26(11). doi: 10.1093/europace/euae267.
8
Integrative proteomic and metabolomic elucidation of cardiomyopathy with in vivo and in vitro models and clinical samples.整合蛋白质组学和代谢组学阐明心肌病的体内和体外模型及临床样本。
Mol Ther. 2024 Oct 2;32(10):3288-3312. doi: 10.1016/j.ymthe.2024.08.030. Epub 2024 Sep 3.
9
Proteomic Characterisation of Heart Failure Reveals a Unique Molecular Phenotype for Hypertrophic Cardiomyopathy.心力衰竭的蛋白质组学特征揭示了肥厚型心肌病独特的分子表型。
Biomedicines. 2024 Aug 1;12(8):1712. doi: 10.3390/biomedicines12081712.
10
Phenotypic Spectrum of Subclinical Sarcomere-Related Hypertrophic Cardiomyopathy and Transition to Overt Disease.临床下肌节相关肥厚型心肌病表型谱及向显性疾病的转变。
Circ Genom Precis Med. 2024 Aug;17(4):e004580. doi: 10.1161/CIRCGEN.124.004580. Epub 2024 Jun 24.
心肌纤维化的生物标志物:揭示法布里病心肌病中纤维化发生的自然史。
J Am Heart Assoc. 2018 Mar 13;7(6):e007124. doi: 10.1161/JAHA.117.007124.
4
Elevated Level of Troponin but Not N-Terminal Probrain Natriuretic Peptide Is Associated with Increased Risk of Sudden Cardiac Death in Hypertrophic Cardiomyopathy Calculated According to the ESC Guidelines 2014.根据 2014 年 ESC 指南,肌钙蛋白水平升高而非 N 末端脑利钠肽前体与肥厚型心肌病患者发生心源性猝死风险增加相关。
Dis Markers. 2017;2017:9417908. doi: 10.1155/2017/9417908. Epub 2017 Nov 20.
5
Systemic inflammation is associated with myocardial fibrosis, diastolic dysfunction, and cardiac hypertrophy in patients with hypertrophic cardiomyopathy.在肥厚型心肌病患者中,全身炎症与心肌纤维化、舒张功能障碍及心脏肥大相关。
Am J Transl Res. 2017 Nov 15;9(11):5063-5073. eCollection 2017.
6
International External Validation Study of the 2014 European Society of Cardiology Guidelines on Sudden Cardiac Death Prevention in Hypertrophic Cardiomyopathy (EVIDENCE-HCM).2014 年欧洲心脏病学会肥厚型心肌病猝死预防指南的国际外部验证研究(EVIDENCE-HCM)。
Circulation. 2018 Mar 6;137(10):1015-1023. doi: 10.1161/CIRCULATIONAHA.117.030437. Epub 2017 Nov 30.
7
Biomarkers of cardiovascular stress and fibrosis in preclinical hypertrophic cardiomyopathy.临床前肥厚型心肌病中心血管应激和纤维化的生物标志物。
Open Heart. 2017 Nov 1;4(2):e000615. doi: 10.1136/openhrt-2017-000615. eCollection 2017.
8
Thrombospondins: A Role in Cardiovascular Disease.血小板反应蛋白:在心血管疾病中的作用
Int J Mol Sci. 2017 Jul 17;18(7):1540. doi: 10.3390/ijms18071540.
9
Expression profile of matricellular proteins in hypertrophied right ventricle of monocrotaline-induced pulmonary hypertensive rats.野百合碱诱导的肺动脉高压大鼠肥厚右心室中基质细胞蛋白的表达谱
J Vet Med Sci. 2017 Jun 29;79(6):1096-1102. doi: 10.1292/jvms.17-0053. Epub 2017 May 11.
10
A High Throughput, Multiplexed and Targeted Proteomic CSF Assay to Quantify Neurodegenerative Biomarkers and Apolipoprotein E Isoforms Status.一种用于定量神经退行性生物标志物和载脂蛋白E异构体状态的高通量、多重靶向蛋白质组学脑脊液检测方法。
J Vis Exp. 2016 Oct 20(116):54541. doi: 10.3791/54541.