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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Publication Details

Journal
Human Brain Mapping
Published
2024-12-15
DOI
https://doi.org/10.1002/hbm.70103
Citations
1
Primary Topic
Brain Metastases and Treatment
Type
article
Field-Weighted Citation Impact
0.42

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article

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

Yan Bai, Yunpeng Liu, Xia Liang, Tianjie Pu et al.
1 citations
Human Brain Mapping
Brain Metastases and Treatment
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article

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

Yan Bai, Yunpeng Liu, Xia Liang, Tianjie Pu, Ruiyang Wang, Peng Liang, Zeya Yan, Hongbo Bao, Peng Ren, Jie Hu, Zihan Wang, Yinyan Wang, Zhuo Hou, Zhonghua Lv
article en
1 citations

Abstract

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.

Human Brain MappingVol. 45(18)
University of Tsukuba (JP), Harbin Medical University (CN), Capital Medical University (CN), Harbin Institute of Technology (CN), Fudan University (CN), Shanghai Institute for Science of Science (CN), Beijing Tian Tan Hospital (CN), Third Affiliated Hospital of Harbin Medical University (CN), University of Tsukuba Hospital (JP), Huashan Hospital (CN)
National Natural Science Foundation of China, Natural Science Foundation of Heilongjiang Province, Health and Family Planning Commission of Heilongjiang Province, Beijing Municipal Natural Science Foundation, Fundamental Research Funds for the Central Universities
Life in Land
Openalex Percentile: Top 29%
Brain Metastases and Treatment
0.42
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