Exo-MFA - A 13C metabolic flux analysis framework to dissect tumor microenvironment-secreted exosome contributions towards cancer cell metabolism

被引:63
作者
Achreja, Abhinav [1 ,2 ,5 ,6 ]
Zhao, Hongyun [1 ,2 ,5 ,6 ]
Yang, Lifeng [1 ,2 ]
Yun, Tae Hyun [2 ]
Marini, Juan [3 ]
Nagrath, Deepak [1 ,2 ,4 ,5 ,6 ]
机构
[1] Rice Univ, Lab Syst Biol Human Dis, Houston, TX 77005 USA
[2] Rice Univ, Dept Chem & Biomol Engn, Houston, TX 77005 USA
[3] Baylor Coll Med, Houston, TX 77005 USA
[4] Rice Univ, Dept Bioengn, Houston, TX 77005 USA
[5] Univ Michigan, Dept Biomed Engn, NCRC Bldg 28, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Biointerfaces Inst, Ann Arbor, MI 48109 USA
关键词
Tumor microenvironment; Exosomes; Intercellular metabolic flux analysis; Exo-MFA; 13C-metabolic flux analysis; Cancer metabolism; BIDIRECTIONAL REACTION STEPS; EXTRACELLULAR VESICLES; NETWORKS; INTERNALIZATION; DISTRIBUTIONS; FIBROBLASTS; BIOMARKERS; LACTATE; BIOLOGY;
D O I
10.1016/j.ymben.2017.01.001
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Dissecting the pleiotropic roles of tumor micro-environment (TME) on cancer progression has been brought to the foreground of research on cancer pathology. Extracellular vesicles such as exosomes, transport proteins, lipids, and nucleic acids, to mediate intercellular communication between TME components and have emerged as candidates for anti-cancer therapy. We previously reported that cancer-associated fibroblast (CAF) derived exosomes (CDEs) contain metabolites in their cargo that are utilized by cancer cells for central carbon metabolism and promote cancer growth. However, the metabolic fluxes involved in donor cells towards packaging of metabolites in extracellular vesicles and exosome-mediated metabolite flux upregulation in recipient cells are still not known. Here, we have developed a novel empirical and computational technique, exosome-mediated metabolic flux analysis (Exo-MFA) to quantify flow of cargo from source cells to recipient cells via vesicular transport. Our algorithm, which is based on C-13 metabolic flux analysis, successfully predicts packaging fluxes to metabolite cargo in CAFs, dynamic changes in rate of exosome internalization by cancer cells, and flux of cargo release over time. We find that cancer cells internalize exosomes rapidly leading to depletion of extracellular exosomes within 24 h. However, metabolite cargo significantly alters intracellular metabolism over the course of 24 h by regulating glycolysis pathway fluxes via lactate supply. Furthermore, it can supply up to 35% of the TCA cycle fluxes by providing TCA intermediates and glutamine. Our algorithm will help gain insight into (i) metabolic interactions in multicellular systems (ii) biogenesis of extracellular vesicles and their differential packaging of cargo under changing environments, and (iii) regulation of cancer cell metabolism by its microenvironment.
引用
收藏
页码:156 / 172
页数:17
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