脑转移的空间分布由脑微环境的异质性决定。

IF 3.5 2区 医学 Q1 NEUROIMAGING
Hongbo Bao, Peng Ren, Xia Liang, Jiacheng Lai, Yan Bai, Yunpeng Liu, Zhonghua Lv, Jie Hu, Zeya Yan, Zihan Wang, Tingting Pu, Ruiyang Wang, Zhuo Hou, Peng Liang, Yinyan Wang
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引用次数: 0

摘要

现在了解到脑转移不是随机发生的,而是根据癌症的起源有不同的空间模式。根据“种子和土壤”假说,转移细胞的最终定植是它们适应改变的环境的结果。为了研究脑转移最有利的微环境,我们分析了177例乳腺癌脑转移患者和548例肺癌脑转移患者的神经影像学数据,以创建可复制的转移部位概率图。此外,我们使用来自开放存储库的基于人群的数据来生成不同微环境特征的脑图谱,包括基因表达、功能连接、葡萄糖代谢和神经递质转运体/受体。然后,我们比较了脑转移频率与这些特征之间的空间相关性,之后我们构建了一个一般线性模型,以确定对肿瘤位置偏好有贡献的最重要变量。我们的研究结果显示,乳腺癌和肺癌的脑转移具有不同的影像学特征和分布模式。乳腺癌倾向于在与免疫和代谢相关的基因表达降低、连接体中心和葡萄糖代谢水平降低的脑区域转移。相比之下,肺癌在代谢活跃的区域转移的可能性更高。此外,神经递质系统在确定肿瘤位置方面发挥着多种作用。这些结果为转移细胞对脑微环境的适应提供了新的见解,并说明了不同生物学尺度上的因素如何影响脑转移的定植。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The Spatial Distribution of Brain Metastasis Is Determined by the Heterogeneity of the Brain Microenvironment

The Spatial Distribution of Brain Metastasis Is Determined by the Heterogeneity of the Brain Microenvironment

It is now understood that brain metastases do not occur randomly but have distinct spatial patterns depending on the origin of the cancer. According to the “seed and soil” hypothesis, the final colonization of metastatic cells is the result of their adaptation to the altered environment. To investigate the most favorable microenvironment for brain metastasis, we analyzed neuroimaging data from 177 patients with breast cancer brain metastasis and 548 patients with lung cancer brain metastasis to create a replicable probabilistic map of metastatic locations. Additionally, we used population-based data from open repositories to generate brain atlases of diverse microenvironment features, including gene expression, functional connectivity, glucose metabolism, and neurotransmitter transporters/receptors. We then compared the spatial correlation between brain metastasis frequency and these features, after which we constructed a general linear model to identify the most significant variables that contributed to tumor location predilection. Our findings revealed that brain metastases from breast cancer and lung cancer had distinct radiographic characteristics and distribution patterns. Breast cancer tended to metastasize in brain regions with decreased expression of genes associated with immunity and metabolism and reduced levels of connectomic hubness and glucose metabolism. In contrast, lung cancer had a higher probability of metastasizing in regions with active metabolism. Moreover, neurotransmitter systems play various roles in determining tumor location. These results provide new insights into the adaptation of metastatic cells to the brain microenvironment and illustrate how factors on diverse biological scales can affect the colonization of brain metastases.

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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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