A narrative review of metabolomics approaches in identifying biomarkers of doxorubicin-induced cardiotoxicity

被引:0
作者
Singh, Amarnath [1 ]
Bakhtyar, Maham [2 ]
Jun, Se-Ran [3 ]
Boerma, Marjan [4 ]
Lan, Renny S. [5 ]
Su, L. Joseph [6 ]
Makhoul, Sam [7 ]
Hsu, Ping-Ching [1 ]
机构
[1] Univ Arkansas Med Sci, Fay W Boozman Coll Publ Hlth, Dept Environm Hlth Sci, Little Rock, AR 72205 USA
[2] Univ Arkansas Med Sci, Coll Med, Dept Internal Med, Little Rock, AR USA
[3] Univ Arkansas Med Sci, Dept Biomed Informat, Little Rock, AR USA
[4] Univ Arkansas Med Sci, Dept Pharmaceut Sci, Little Rock, AR USA
[5] Univ Arkansas Med Sci, Coll Med, Dept Pediat, Little Rock, AR USA
[6] UT Southwestern Med Ctr, Peter ODonnell Jr Sch Publ Hlth, Dallas, TX USA
[7] CARTI Res Dept, Little Rock, AR USA
关键词
Metabolomics; Cardiotoxicity; Doxorubicin; HEART-FAILURE; ANTHRACYCLINE CARDIOTOXICITY; GLUTAMINE-METABOLISM; CANCER; TOXICITY; ECHOCARDIOGRAPHY; CARDIOMYOPATHY; COMPLICATIONS; PATHOGENESIS; DYSFUNCTION;
D O I
10.1007/s11306-025-02258-8
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundWhile anthracyclines, commonly used in cancer treatment, are well known to cause cardiotoxicity, no validated biomarkers currently exist that can predict the early development of doxorubicin-induced cardiotoxicity (DIC). Therefore, identifying early biomarkers of DIC is urgently needed. Metabolomics approaches have been used to elucidate this relationship and identified related metabolite markers. However, differences in pre-clinical model systems make it challenging to draw definitive conclusions from the discoveries and translate findings into clinical applications.Aim of reviewA systematic literature search on metabolomics studies of DIC was conducted with the goal to identify and compare study results reported using in vitro models, animal models, and studies from clinical patients. Metabolites identified across all studies were pooled to uncover biologically meaningful patterns that are significantly enriched in the data. Finally, pooled metabolites perturbed by DIC were mapped to metabolic pathways to explore potential pathological implications.ResultsWe reviewed 28 studies published between 2000 and 2024 that utilized metabolomics approaches to investigate DIC. The included studies used a variety of analytical techniques, including LC-MS, GC-MS, and NMR. The analysis revealed that metabolites such as inosine, phenylalanine, arginine, and tryptophan were commonly perturbed across all study models, with carnitine metabolism and purine and pyrimidine metabolism being the most affected pathways. Metabolite Set Enrichment Analysis (MSEA) using MetaboAnalyst identified the arginine biosynthesis, citrate cycle, and alanine, aspartate, and glutamate metabolism pathways as significantly enriched.ConclusionThese findings underscore the potential of metabolomics in identifying early biomarkers for DIC, providing a foundation for future studies aimed at preventing cardiotoxicity and improving treatment strategies for cancer patients receiving DOX-containing therapies.Key scientific concepts of reviewAltogether, metabolomics studies suggest metabolic alterations in DIC, albeit little overlap between studies especially with animal and human studies. Attempts at intercepting these pathways have shown that intervention in DIC may be possible. Future research should focus on developing precise cardiotoxicity models that incorporate cancer metabolism, as these will be crucial in bridging the gap between laboratories (in vitro and animal models) and clinical studies to identify subclinical biomarkers in the early stage of DIC that can effectively identify new targets for interventions to reduce lethal cardiovascular disease risk.
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共 108 条
[1]   Protective effect of valsartan against doxorubicin-induced cardiotoxicity: Histopathology and metabolomics in vivo study [J].
Alhazzani, Khalid ;
Alotaibi, Moureq R. ;
Alotaibi, Faisal N. ;
Aljerian, Khaldoon ;
As Sobeai, Homood M. ;
Alhoshani, Ali R. ;
Alanazi, Ahmed Z. ;
Alanazi, Wael A. ;
Alswayyed, Mohammed .
JOURNAL OF BIOCHEMICAL AND MOLECULAR TOXICOLOGY, 2021, 35 (09)
[2]   Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries [J].
Allemani, Claudia ;
Matsuda, Tomohiro ;
Di Carlo, Veronica ;
Harewood, Rhea ;
Matz, Melissa ;
Niksic, Maja ;
Bonaventure, Audrey ;
Valkov, Mikhail ;
Johnson, Christopher J. ;
Esteve, Jacques ;
Ogunbiyi, Olufemi J. ;
Azevedo e Silva, Gulnar ;
Chen, Wan-Qing ;
Eser, Sultan ;
Engholm, Gerda ;
Stiller, Charles A. ;
Monnereau, Alain ;
Woods, Ryan R. ;
Visser, Otto ;
Lim, Gek Hsiang ;
Aitken, Joanne ;
Weir, Hannah K. ;
Coleman, Michel P. .
LANCET, 2018, 391 (10125) :1023-1075
[3]   Differential Aspartate Usage Identifies a Subset of Cancer Cells Particularly Dependent on OGDH [J].
Allen, Eric L. ;
Ulanet, Danielle B. ;
Pirman, David ;
Mahoney, Christopher E. ;
Coco, John ;
Si, Yaguang ;
Chen, Ying ;
Huang, Lingling ;
Ren, Jinmin ;
Choe, Sung ;
Clasquin, Michelle F. ;
Artin, Erin ;
Fan, Zi Peng ;
Cianchetta, Giovanni ;
Murtie, Joshua ;
Dorsch, Marion ;
Jin, Shengfang ;
Smolen, Gromoslaw A. .
CELL REPORTS, 2016, 17 (03) :876-890
[4]   Alpha-ketoglutarate ameliorates pressure overload-induced chronic cardiac dysfunction in mice [J].
An, Dongqi ;
Zeng, Qingchun ;
Zhang, Peijian ;
Ma, Zhuang ;
Zhang, Hao ;
Liu, Zuheng ;
Li, Jiaying ;
Ren, Hao ;
Xu, Dingli .
REDOX BIOLOGY, 2021, 46
[5]   Cancer survivorship: Reproductive health outcomes should be included in standard toxicity assessments [J].
Anderson, Richard A. ;
Clatot, Florian ;
Demeestere, Isabelle ;
Lambertini, Matteo ;
Morgan, Adrienne ;
Nelson, Scott M. ;
Peccatori, Fedro ;
Cameron, David .
EUROPEAN JOURNAL OF CANCER, 2021, 144 :310-316
[6]   Oleuropein prevents doxorubicin-induced cardiomyopathy interfering with signaling molecules and cardiomyocyte metabolism [J].
Andreadou, Ioanna ;
Mikros, Emmanuel ;
Ioannidis, Konstantinos ;
Sigala, Fragiska ;
Naka, Katerina ;
Kostidis, Sarantos ;
Farmakis, Dimitrios ;
Tenta, Roxane ;
Kavantzas, Nikolaos ;
Bibli, Sofia-Iris ;
Gikas, Evangelos ;
Skaltsounis, Leandros ;
Kremastinos, Dimitrios Th. ;
Iliodromitis, Efstathios K. .
JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY, 2014, 69 :4-16
[7]   Metabonomic identification of novel biomarkers in doxorubicin cardiotoxicity and protective effect of the natural antioxidant oleuropein [J].
Andreadou, Ioanna ;
Papaefthimiou, Maria ;
Zira, Athina ;
Constantinou, Maria ;
Sigala, Fragiska ;
Skaltsounis, Alexios-Leandros ;
Tsantili-Kakoulidou, Anna ;
Iliodromitis, Efstathios K. ;
Kremastinos, Dimitrios T. ;
Mikros, Emmanuel .
NMR IN BIOMEDICINE, 2009, 22 (06) :585-592
[8]   Therapeutic cancer vaccines revamping: technology advancements and pitfalls [J].
Antonarelli, G. ;
Corti, C. ;
Tarantino, P. ;
Ascione, L. ;
Cortes, J. ;
Romero, P. ;
Mittendorf, E. A. ;
Disis, M. L. ;
Curigliano, G. .
ANNALS OF ONCOLOGY, 2021, 32 (12) :1537-1551
[9]   Deficiency in Cardiolipin Reduces Doxorubicin-Induced Oxidative Stress and Mitochondrial Damage in Human B-Lymphocytes [J].
Aryal, Baikuntha ;
Rao, V. Ashutosh .
PLOS ONE, 2016, 11 (07)
[10]   Fumarate Is Cardioprotective via Activation of the Nrf2 Antioxidant Pathway [J].
Ashrafian, Houman ;
Czibik, Gabor ;
Bellahcene, Mohamed ;
Aksentijevic, Dunja ;
Smith, Anthony C. ;
Mitchell, Sarah J. ;
Dodd, Michael S. ;
Kirwan, Jennifer ;
Byrne, Jonathan J. ;
Ludwig, Christian ;
Isackson, Henrik ;
Yavari, Arash ;
Stottrup, Nicolaj B. ;
Contractor, Hussain ;
Cahill, Thomas J. ;
Sahgal, Natasha ;
Ball, Daniel R. ;
Birkler, Rune I. D. ;
Hargreaves, Lain ;
Tennant, Daniel A. ;
Land, John ;
Lygate, Craig A. ;
Johannsen, Mogens ;
Kharbanda, Rajesh K. ;
Neubauer, Stefan ;
Redwood, Charles ;
de Cabo, Rafael ;
Ahmet, Ismayil ;
Talan, Mark ;
Guenther, Ulrich L. ;
Robinson, Alan J. ;
Viant, Mark R. ;
Pollard, Patrick J. ;
Tyler, Damian J. ;
Watkins, Hugh .
CELL METABOLISM, 2012, 15 (03) :361-371