Multimodal Metabolic Imaging Reveals Pigment Reduction and Lipid Accumulation in Metastatic Melanoma.

IF 5 Q1 ENGINEERING, BIOMEDICAL BME frontiers Pub Date : 2021-10-08 eCollection Date: 2021-01-01 DOI:10.34133/2021/9860123
Hyeon Jeong Lee, Zhicong Chen, Marianne Collard, Fukai Chen, Jiaji G Chen, Muzhou Wu, Rhoda M Alani, Ji-Xin Cheng
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Abstract

Objective and Impact Statement. Molecular signatures are needed for early diagnosis and improved treatment of metastatic melanoma. By high-resolution multimodal chemical imaging of human melanoma samples, we identify a metabolic reprogramming from pigmentation to lipid droplet (LD) accumulation in metastatic melanoma. Introduction. Metabolic plasticity promotes cancer survival and metastasis, which promises to serve as a prognostic marker and/or therapeutic target. However, identifying metabolic alterations has been challenged by difficulties in mapping localized metabolites with high spatial resolution. Methods. We developed a multimodal stimulated Raman scattering and pump-probe imaging platform. By time-domain measurement and phasor analysis, our platform allows simultaneous mapping of lipids and pigments at a subcellular level. Furthermore, we identify the sources of these metabolic signatures by tracking deuterium metabolites at a subcellular level. By validation with mass spectrometry, a specific fatty acid desaturase pathway was identified. Results. We identified metabolic reprogramming from a pigment-containing phenotype in low-grade melanoma to an LD-rich phenotype in metastatic melanoma. The LDs contain high levels of cholesteryl ester and unsaturated fatty acids. Elevated fatty acid uptake, but not de novo lipogenesis, contributes to the LD-rich phenotype. Monounsaturated sapienate, mediated by FADS2, is identified as an essential fatty acid that promotes cancer migration. Blocking such metabolic signatures effectively suppresses the migration capacity both in vitro and in vivo. Conclusion. By multimodal spectroscopic imaging and lipidomic analysis, the current study reveals lipid accumulation, mediated by fatty acid uptake, as a metabolic signature that can be harnessed for early diagnosis and improved treatment of metastatic melanoma.

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多模式代谢成像显示转移性黑色素瘤色素减少和脂质积聚。
目标和影响声明。转移性黑色素瘤的早期诊断和改进治疗需要分子特征。通过对人类黑色素瘤样本进行高分辨率多模式化学成像,我们确定了转移性黑色素瘤中从色素沉着到脂滴(LD)积聚的代谢重编程。介绍代谢可塑性促进癌症的生存和转移,有望成为预后标志物和/或治疗靶点。然而,由于难以以高空间分辨率绘制局部代谢物,识别代谢变化受到了挑战。方法。我们开发了一个多模式受激拉曼散射和泵浦探针成像平台。通过时域测量和相量分析,我们的平台允许在亚细胞水平上同时绘制脂质和色素的图谱。此外,我们通过在亚细胞水平上追踪氘的代谢产物来确定这些代谢特征的来源。通过质谱法验证,确定了一种特定的脂肪酸去饱和酶途径。后果我们确定了从低级别黑色素瘤的含色素表型到转移性黑色素瘤中富含LD表型的代谢重编程。LD含有高水平的胆固醇酯和不饱和脂肪酸。脂肪酸摄取增加,但不是新生脂肪生成,有助于LD富集表型。由FADS2介导的单不饱和智人酸被鉴定为促进癌症迁移的必需脂肪酸。阻断这种代谢特征有效地抑制了体外和体内的迁移能力。结论通过多模式光谱成像和脂质组学分析,目前的研究揭示了由脂肪酸摄取介导的脂质积聚是一种代谢特征,可用于转移性黑色素瘤的早期诊断和改进治疗。
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7.10
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审稿时长
16 weeks
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