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多模态质谱成像小分子揭示了不同转移性乳腺癌模型中的独特空间分子特征。

Multimodal mass spectrometric imaging of small molecules reveals distinct spatio-molecular signatures in differentially metastatic breast tumor models.

机构信息

FOM Institute for Atomic and Molecular Physics, Amsterdam, the Netherlands.

出版信息

Cancer Res. 2010 Nov 15;70(22):9012-21. doi: 10.1158/0008-5472.CAN-10-0360. Epub 2010 Nov 2.

Abstract

Phosphocholine (PC) and total choline (tCho) are increased in malignant breast tumors. In this study, we combined magnetic resonance spectroscopic imaging (MRSI), mass spectrometry (MS) imaging, and pathologic assessment of corresponding tumor sections to investigate the localization of choline metabolites and cations in viable versus necrotic tumor regions in the nonmetastatic MCF-7 and the highly metastatic MDA-MB-231 breast cancer xenograft models. In vivo three-dimensional MRSI showed that high tCho levels, consisting of free choline (Cho), PC, and glycerophosphocholine (GPC), displayed a heterogeneous spatial distribution in the tumor. MS imaging performed on tumor sections detected the spatial distributions of individual PC, Cho, and GPC, as well as sodium (Na+) and potassium (K+), among many others. PC and Cho intensity were increased in viable compared with necrotic regions of MDA-MB-231 tumors, but relatively homogeneously distributed in MCF-7 tumors. Such behavior may be related to the role of PC and PC-related enzymes, such as choline kinase, choline transporters, and others, in malignant tumor growth. Na+ and K+ colocalized in the necrotic tumor areas of MDA-MB-231 tumors, whereas in MCF-7 tumors, Na+ was detected in necrotic and K+ in viable tumor regions. This may be attributed to differential Na+/K+ pump functions and K+ channel expressions. Principal component analysis of the MS imaging data clearly identified different tumor microenvironmental regions by their distinct molecular signatures. This molecular information allowed us to differentiate between distinct tumor regions and tumor types, which may, in the future, prove clinically useful in the pathologic assessment of breast cancers.

摘要

磷酸胆碱(PC)和总胆碱(tCho)在恶性乳腺肿瘤中增加。在这项研究中,我们结合磁共振波谱成像(MRSI)、质谱成像(MSI)和相应肿瘤切片的病理评估,研究了胆碱代谢物和阳离子在非转移性 MCF-7 和高转移性 MDA-MB-231 乳腺癌异种移植模型中存活与坏死肿瘤区域的定位。体内三维 MRSI 显示,高 tCho 水平,由游离胆碱(Cho)、PC 和甘油磷酸胆碱(GPC)组成,在肿瘤中呈现出不均匀的空间分布。对肿瘤切片进行的 MS 成像检测到了单个 PC、Cho 和 GPC 的空间分布,以及钠(Na+)和钾(K+)等多种阳离子的空间分布。与 MDA-MB-231 肿瘤的坏死区域相比,存活区域的 PC 和 Cho 强度增加,但在 MCF-7 肿瘤中相对均匀分布。这种行为可能与 PC 和 PC 相关酶(如胆碱激酶、胆碱转运蛋白等)在恶性肿瘤生长中的作用有关。Na+和 K+在 MDA-MB-231 肿瘤的坏死区域中聚集,而在 MCF-7 肿瘤中,Na+在坏死区域中检测到,K+在存活区域中检测到。这可能归因于 Na+/K+泵功能和 K+通道表达的差异。MSI 数据的主成分分析通过其独特的分子特征清楚地识别了不同的肿瘤微环境区域。这种分子信息使我们能够区分不同的肿瘤区域和肿瘤类型,这在未来可能对乳腺癌的病理评估具有临床应用价值。

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