Perspectives on the success of plasma lipidomics in cardiovascular drug discovery and future challenges

被引:2
|
作者
Abrahams, Timothy [1 ]
Nicholls, Stephen J. [1 ,2 ]
机构
[1] Monash Univ, Victorian Heart Inst, Melbourne, Australia
[2] Monash Univ, Victorian Heart Inst, Stephen Nicholls Victorian Heart Inst, 631 Blackburn Rd, Clayton, Australia
关键词
Atherosclerosis; clinical trials; lipidomics; preventive cardiology; CORONARY-ARTERY-DISEASE; EICOSAPENTAENOIC ACID; HEART-DISEASE; EVENTS; RISK; SPECTROMETRY; DARAPLADIB; HYPERCHOLESTEROLEMIA; SPHINGOLIPIDS; INTERVENTION;
D O I
10.1080/17460441.2023.2292039
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Introduction : Plasma lipidomics has emerged as a powerful tool in cardiovascular drug discovery by providing insights into disease mechanisms, identifying potential biomarkers for diagnosis and prognosis, and discovering novel targets for drug development. Widespread application of plasma lipidomics is hampered by technological limitations and standardization and requires a collaborative approach to maximize its use in cardiovascular drug discovery.Areas Covered This review provides an overview of the utility of plasma lipidomics in cardiovascular drug discovery and discusses the challenges and future perspectives of this rapidly evolving field. The authors discuss the role of lipidomics in understanding the molecular mechanisms of CVD, identifying novel biomarkers for diagnosis and prognosis, and discovering new therapeutic targets for drug development. Furthermore, they highlight the challenges faced in data analysis, standardization, and integration with other omics approaches and propose future directions for the field.Expert opinion Plasma lipidomics holds great promise for improving the diagnosis, treatment, and prevention of CVD. While challenges remain in standardization and technology, ongoing research and collaboration among scientists and clinicians will undoubtedly help overcome these obstacles. As lipidomics evolves, its impact on cardiovascular drug discovery and clinical practice is expected to grow, ultimately benefiting patients and healthcare systems worldwide.
引用
收藏
页码:281 / 290
页数:10
相关论文
共 50 条
  • [31] The Adrian Salter Lecture 2007 Future Challenges For Drug Discovery
    Vallance, Patrick
    PHARMACEUTICAL MEDICINE, 2008, 22 (01) : 51 - 53
  • [32] Deep learning in drug discovery: an integrative review and future challenges
    Askr, Heba
    Elgeldawi, Enas
    Ella, Heba Aboul
    Elshaier, Yaseen A. M. M.
    Gomaa, Mamdouh M.
    Hassanien, Aboul Ella
    ARTIFICIAL INTELLIGENCE REVIEW, 2023, 56 (07) : 5975 - 6037
  • [33] Drug discovery challenges and opportunities: Shaping the future of medicinal chemistry
    Briner, Karin
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2014, 248
  • [34] Deep learning in drug discovery: an integrative review and future challenges
    Heba Askr
    Enas Elgeldawi
    Heba Aboul Ella
    Yaseen A. M. M. Elshaier
    Mamdouh M. Gomaa
    Aboul Ella Hassanien
    Artificial Intelligence Review, 2023, 56 : 5975 - 6037
  • [35] Deep learning in drug discovery: opportunities, challenges and future prospects
    Lavecchia, Antonio
    DRUG DISCOVERY TODAY, 2019, 24 (10) : 2017 - 2032
  • [36] Antiepileptic drug discovery: lessons from the past and future challenges
    Klitgaard, H
    ACTA NEUROLOGICA SCANDINAVICA, 2005, 112 : 68 - 72
  • [37] Challenges with matrix metalloproteinase inhibition and future drug discovery avenues
    Fischer, Thomas
    Riedl, Rainer
    EXPERT OPINION ON DRUG DISCOVERY, 2021, 16 (01) : 75 - 88
  • [38] Biguanides drugs: Past success stories and promising future for drug discovery
    Grytsai, Oleksandr
    Myrgorodska, Iuliia
    Rocchi, Stephane
    Ronco, Cyril
    Benhida, Rachid
    EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2021, 224
  • [39] Antibiotic drug discovery: Challenges and perspectives in the light of emerging antibiotic resistance
    Bhattarai, Keshab
    Bastola, Rina
    Baral, Bikash
    ADVANCES IN GENETICS, VOL 105, 2020, 105 : 229 - 292
  • [40] Medicinal plants in Brazil: Pharmacological studies, drug discovery, challenges and perspectives
    Dutra, Rafael C.
    Campos, Maria M.
    Santos, Adair R. S.
    Calixto, Joao B.
    PHARMACOLOGICAL RESEARCH, 2016, 112 : 4 - 29