<i>In vivo</i> spatiotemporal mapping of proliferation activity in gliomas via water-exchange dynamic contrast-enhanced MRI
Proliferation activity mapping is crucial for the guidance of first biopsy and treatment evaluation of gliomas due to the highly heterogenous nature of glioma tumor. Here we propose and demonstrate an ease-of-use way of <i>in vivo</i> spatiotemporal mapping of proliferation activity by simply tracking transmembrane water dynamics with magnetic resonance imaging (MRI). Specifically, we demonstrated that proliferation activity can accelerate the transmembrane water transport in glioma cells. <b>Method:</b> The transmembrane water-efflux rate (<i>k</i> <sub>io</sub>) measured by water-exchange dynamic contrast-enhanced (DCE) MRI. Immunofluorescence, immunohistochemistry, and immunocytochemistry staining were used to validate results obtained from the <i>in vivo</i> imaging studies. <b>Results:</b> In glioma cell cultures, <i>k</i> <sub>io</sub> precisely followed the dynamic changes of proliferation activity in growth cycles and response to temozolomide (TMZ) treatment. In both animal glioma model and human glioma, <i>k</i> <sub>io</sub> linearly and strongly correlated with the spatial heterogeneity of intra-tumoral proliferation activity. More importantly, proliferation activity predicted by the single MRI parameter <i>k</i> <sub>io</sub> is much more accurate than those predicted by state-of-the-art methods using multimodal standard MRIs and advanced machine learning. Upregulated aquaporin 4 (AQP4) expression were observed in most proliferating glioma cells and the knockout of AQP4 could largely slow down proliferation activity, suggesting AQP4 is the potential molecule connecting MRI-<i>k</i> <sub>io</sub> with proliferation activity. <b>Conclusion</b>: This study provides an ease-of-use, accurate, and non-invasive imaging method for the spatiotemporal monitoring of proliferation activity in glioma.
Authors
- Zejun Wang (ORCID: https://orcid.org/0000-0003-4657-8812)
- Bao Wang (ORCID: https://orcid.org/0000-0002-5513-8248)
- Ming Yang (ORCID: https://orcid.org/0000-0001-8867-9211)
- Yinhang Jia (ORCID: https://orcid.org/0000-0001-9365-4895)
- Yi‐Cheng Hsu (ORCID: https://orcid.org/0000-0002-9504-8757)
- Guangxu Han
- Lijun Liang (ORCID: https://orcid.org/0009-0003-7909-9890)
- Yingchao Liu (ORCID: https://orcid.org/0000-0002-6656-2511)
- Ruiliang Bai (ORCID: https://orcid.org/0000-0003-4246-5984)
- Yi Zhang (ORCID: https://orcid.org/0009-0000-6632-7573)
- Chong Liu (ORCID: https://orcid.org/0000-0001-6578-5919)
- Zhiqiang Liu (ORCID: https://orcid.org/0000-0003-2800-8277)
- Lin Chen (ORCID: https://orcid.org/0000-0003-4798-6199)
- Zhaoqing Li (ORCID: https://orcid.org/0009-0002-5504-7802)
- Peng Zhao (ORCID: https://orcid.org/0000-0002-2556-9266)
- Guidong Zhu
Institutions
- Allen Institute for Brain Science (US)
- Sir Run Run Shaw Hospital (CN)
- Affiliated Hospital of Southwest Medical University (CN)
- Second Hospital of Shandong University (CN)
- Shandong Provincial Hospital (CN)
- Zhejiang Lab (CN)
- Shandong Maternal and Child Health Hospital (CN)
- Qilu Hospital of Shandong University (CN)
- Shandong First Medical University (CN)
- Hangzhou City University
- Siemens (China) (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- Theranostics
- Published
- 2025-03-24
- DOI
- https://doi.org/10.7150/thno.108479
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China