• 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

基于代谢组学的检测面临的挑战、代谢组学分析揭示的生物标志物,以及代谢组学在精准医学中应用的前景。

Challenges in Metabolomics-Based Tests, Biomarkers Revealed by Metabolomic Analysis, and the Promise of the Application of Metabolomics in Precision Medicine.

机构信息

Dipartimento di Farmacia, University of Naples Federico II, 80131 Naples, Italy.

CEINGE-Biotecnologie Avanzate, 80131 Naples, Italy.

出版信息

Int J Mol Sci. 2022 May 6;23(9):5213. doi: 10.3390/ijms23095213.

DOI:10.3390/ijms23095213
PMID:35563604
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9103094/
Abstract

Metabolomics helps identify metabolites to characterize/refine perturbations of biological pathways in living organisms. Pre-analytical, analytical, and post-analytical limitations that have hampered a wide implementation of metabolomics have been addressed. Several potential biomarkers originating from current targeted metabolomics-based approaches have been discovered. Precision medicine argues for algorithms to classify individuals based on susceptibility to disease, and/or by response to specific treatments. It also argues for a prevention-based health system. Because of its ability to explore gene-environment interactions, metabolomics is expected to be critical to personalize diagnosis and treatment. Stringent guidelines have been applied from the very beginning to design studies to acquire the information currently employed in precision medicine and precision prevention approaches. Large, prospective, expensive and time-consuming studies are now mandatory to validate old, and discover new, metabolomics-based biomarkers with high chances of translation into precision medicine. Metabolites from studies on saliva, sweat, breath, semen, feces, amniotic, cerebrospinal, and broncho-alveolar fluid are predicted to be needed to refine information from plasma and serum metabolome. In addition, a multi-omics data analysis system is predicted to be needed for -based precision medicine approaches. -based approaches for the progress of precision medicine and prevention are expected to raise ethical issues.

摘要

代谢组学有助于确定代谢物,以描述/完善生物体内生物途径的干扰。目前已经解决了阻碍代谢组学广泛应用的分析前、分析中和分析后限制因素。已经发现了一些源自当前基于靶向代谢组学的方法的潜在生物标志物。精准医学主张根据疾病易感性和/或对特定治疗的反应来对个体进行分类的算法。它还主张建立基于预防的医疗体系。由于其探索基因-环境相互作用的能力,代谢组学有望成为个性化诊断和治疗的关键。从一开始,就严格遵循了设计研究的准则,以获取目前用于精准医学和精准预防方法的信息。现在必须进行大型、前瞻性、昂贵且耗时的研究,以验证旧的、发现新的、具有高度转化为精准医学可能性的基于代谢组学的生物标志物。预测需要来自唾液、汗液、呼吸、精液、粪便、羊水、脑脊液和支气管肺泡液研究的代谢物,以完善来自血浆和血清代谢组的信息。此外,预测需要基于多组学数据分析系统的精准医学方法。基于精准医学和预防的方法的进展预计会引发伦理问题。

相似文献

1
Challenges in Metabolomics-Based Tests, Biomarkers Revealed by Metabolomic Analysis, and the Promise of the Application of Metabolomics in Precision Medicine.基于代谢组学的检测面临的挑战、代谢组学分析揭示的生物标志物,以及代谢组学在精准医学中应用的前景。
Int J Mol Sci. 2022 May 6;23(9):5213. doi: 10.3390/ijms23095213.
2
Translational Metabolomics of Head Injury: Exploring Dysfunctional Cerebral Metabolism with Ex Vivo NMR Spectroscopy-Based Metabolite Quantification头部损伤的转化代谢组学:基于体外核磁共振波谱的代谢物定量分析探索脑代谢功能障碍
3
Metabolomics enables precision medicine: "A White Paper, Community Perspective".代谢组学助力精准医学:“白皮书,社区视角”
Metabolomics. 2016;12(10):149. doi: 10.1007/s11306-016-1094-6. Epub 2016 Sep 2.
4
The evolving landscape of untargeted metabolomics.靶向代谢组学的发展现状。
Nutr Metab Cardiovasc Dis. 2021 Jun 7;31(6):1645-1652. doi: 10.1016/j.numecd.2021.01.008. Epub 2021 Jan 23.
5
Metabolomics through the lens of precision cardiovascular medicine.通过精准心血管医学的视角看代谢组学。
J Genet Genomics. 2017 Mar 20;44(3):127-138. doi: 10.1016/j.jgg.2017.02.004. Epub 2017 Mar 8.
6
Omics sciences and precision medicine in glioblastoma.神经胶质瘤的组学科学与精准医学。
Clin Ter. 2023 Nov-Dec;174(Suppl 2(6)):77-84. doi: 10.7417/CT.2023.2474.
7
Metabolomics for personalized medicine: the input of analytical chemistry from biomarker discovery to point-of-care tests.代谢组学在个性化医疗中的应用:分析化学在从生物标志物发现到即时检测的贡献。
Anal Bioanal Chem. 2022 Jan;414(2):759-789. doi: 10.1007/s00216-021-03586-z. Epub 2021 Aug 25.
8
Integration of metabolomics and proteomics in multiple sclerosis: From biomarkers discovery to personalized medicine.代谢组学与蛋白质组学在多发性硬化症中的整合:从生物标志物发现到个性化医疗。
Proteomics Clin Appl. 2016 Apr;10(4):470-84. doi: 10.1002/prca.201500083. Epub 2016 Mar 11.
9
Practicing precision medicine with intelligently integrative clinical and multi-omics data analysis.运用智能化整合临床与多组学数据分析来实践精准医学。
Hum Genomics. 2020 Oct 2;14(1):35. doi: 10.1186/s40246-020-00287-z.
10
The Need for Multi-Omics Biomarker Signatures in Precision Medicine.精准医学中多组学生物标志物特征的必要性。
Int J Mol Sci. 2019 Sep 26;20(19):4781. doi: 10.3390/ijms20194781.

引用本文的文献

1
Scanning the horizon of personalized prevention research: an overview of ongoing European funded initiatives.审视个性化预防研究的前景:欧洲正在进行的资助项目概述。
Front Public Health. 2025 Aug 12;13:1561328. doi: 10.3389/fpubh.2025.1561328. eCollection 2025.
2
Digital Alchemy: The Rise of Machine and Deep Learning in Small-Molecule Drug Discovery.数字炼金术:小分子药物发现中机器学习与深度学习的兴起
Int J Mol Sci. 2025 Jul 16;26(14):6807. doi: 10.3390/ijms26146807.
3
Advances in Metabolomics: A Comprehensive Review of Type 2 Diabetes and Cardiovascular Disease Interactions.代谢组学进展:2型糖尿病与心血管疾病相互作用的综合综述
Int J Mol Sci. 2025 Apr 10;26(8):3572. doi: 10.3390/ijms26083572.
4
A preliminary study of serum metabolomic profiling in male patients with acute brucellosis.男性急性布鲁氏菌病患者血清代谢组学分析的初步研究。
Sci Rep. 2025 May 6;15(1):15771. doi: 10.1038/s41598-025-00661-8.
5
Advances in human microbiome and prostate cancer research.人类微生物组与前列腺癌研究进展
Front Immunol. 2025 Apr 14;16:1576679. doi: 10.3389/fimmu.2025.1576679. eCollection 2025.
6
Intestinal Metabolome for Diagnosing and Prognosing Autism Spectrum Disorder in Children: A Systematic Review.用于诊断和预测儿童自闭症谱系障碍的肠道代谢组学:一项系统综述
Metabolites. 2025 Mar 21;15(4):213. doi: 10.3390/metabo15040213.
7
Using metabolomics to investigate the relationship between the metabolomic profile of the intestinal microbiota derivatives and mental disorders in inflammatory bowel diseases: a narrative review.利用代谢组学研究炎症性肠病中肠道微生物群衍生物的代谢组学特征与精神障碍之间的关系:一项叙述性综述
Res Pharm Sci. 2025 Feb 20;20(1):1-24. doi: 10.4103/RPS.RPS_273_23. eCollection 2025 Feb.
8
Metabolomics- and Proteomics-Based Disease Diagnostic Classifier Model for the Prediction and Diagnosis of Colorectal Carcinoma.基于代谢组学和蛋白质组学的结直肠癌预测与诊断疾病诊断分类模型
J Proteome Res. 2025 Apr 4;24(4):2096-2111. doi: 10.1021/acs.jproteome.5c00010. Epub 2025 Mar 19.
9
Fungal Metabolomics: A Comprehensive Approach to Understanding Pathogenesis in Humans and Identifying Potential Therapeutics.真菌代谢组学:一种全面理解人类发病机制并确定潜在治疗方法的方法。
J Fungi (Basel). 2025 Jan 24;11(2):93. doi: 10.3390/jof11020093.
10
Elucidating the Mechanisms of Acquired Palbociclib Resistance via Comprehensive Metabolomics Profiling.通过全面代谢组学分析阐明获得性帕博西尼耐药的机制
Curr Issues Mol Biol. 2025 Jan 2;47(1):24. doi: 10.3390/cimb47010024.

本文引用的文献

1
3-Bromopyruvate-mediated MCT1-dependent metabolic perturbation sensitizes triple negative breast cancer cells to ionizing radiation.3-溴丙酮酸介导的依赖单羧酸转运蛋白1的代谢紊乱使三阴性乳腺癌细胞对电离辐射敏感。
Cancer Metab. 2021 Oct 14;9(1):37. doi: 10.1186/s40170-021-00273-6.
2
Compound Kushen Injection intervenes metabolic reprogramming and epithelial-mesenchymal transition of HCC via regulating β-catenin/c-Myc signaling.复方苦参注射液通过调控β-catenin/c-Myc 信号通路干预 HCC 代谢重编程及上皮间质转化。
Phytomedicine. 2021 Dec;93:153781. doi: 10.1016/j.phymed.2021.153781. Epub 2021 Sep 27.
3
Lung metabolome of 1,3-butadiene exposed Collaborative Cross mice reflects metabolic phenotype of human lung cancer.1,3-丁二烯暴露的协作交叉小鼠的肺代谢组反映了人类肺癌的代谢表型。
Toxicology. 2021 Nov;463:152987. doi: 10.1016/j.tox.2021.152987. Epub 2021 Oct 11.
4
Metabolomic analysis of exosomal-markers in esophageal squamous cell carcinoma.食管鳞状细胞癌中外泌体标志物的代谢组学分析
Nanoscale. 2021 Oct 14;13(39):16457-16464. doi: 10.1039/d1nr04015d.
5
The Serum Metabolome of Moderate and Severe COVID-19 Patients Reflects Possible Liver Alterations Involving Carbon and Nitrogen Metabolism.中重度新冠肺炎患者的血清代谢组反映出可能涉及碳代谢和氮代谢的肝脏改变。
Int J Mol Sci. 2021 Sep 2;22(17):9548. doi: 10.3390/ijms22179548.
6
Treatment with PCSK9 Inhibitors in Patients with Familial Hypercholesterolemia Lowers Plasma Levels of Platelet-Activating Factor and Its Precursors: A Combined Metabolomic and Lipidomic Approach.家族性高胆固醇血症患者使用前蛋白转化酶枯草溶菌素9(PCSK9)抑制剂治疗可降低血浆血小板活化因子及其前体水平:代谢组学与脂质组学联合研究方法
Biomedicines. 2021 Aug 23;9(8):1073. doi: 10.3390/biomedicines9081073.
7
The first knock-in rat model for glutaric aciduria type I allows further insights into pathophysiology in brain and periphery.谷氨酸血症 I 型的首例基因敲入大鼠模型使人们对大脑和外周的病理生理学有了更深入的了解。
Mol Genet Metab. 2021 Jun;133(2):157-181. doi: 10.1016/j.ymgme.2021.03.017. Epub 2021 Apr 18.
8
A manifesto for reproducible science.可重复科学宣言。
Nat Hum Behav. 2017 Jan 10;1(1):0021. doi: 10.1038/s41562-016-0021.
9
Sex Affects Human Premature Neonates' Blood Metabolome According to Gestational Age, Parenteral Nutrition, and Caffeine Treatment.性别根据胎龄、肠外营养和咖啡因治疗影响人类早产新生儿的血液代谢组。
Metabolites. 2021 Mar 9;11(3):158. doi: 10.3390/metabo11030158.
10
Sequential Tests of Multiple Hypotheses Controlling False Discovery and Nondiscovery Rates.控制错误发现率和未发现率的多重假设序贯检验
Seq Anal. 2020;39(1):65-91. doi: 10.1080/07474946.2020.1726686. Epub 2020 May 13.