Evidence map›Paper›PMID 41266763›Full record

ArticleCommunications medicine2025

Magnetic susceptibility properties of tumor-associated cells imaged by MRI reveal glioblastoma infiltration in the edema region.

Giulia Debiasi, Giovanni Librizzi, Valentina Visani, Marco Castellaro, Zhenghao Li, Hongjiang Wei, Renzo Manara, Alessandra Bertoldo, Chunlei Liu

Abstract read
In one paragraph

Article in Communications medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Giulia DebiasiDepartment of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA.
Giovanni LibrizziPadova Neuroscience Center, University of Padova, Padova, Italy.
Valentina VisaniDepartment of Information Engineering, University of Padova, Padova, Italy.ORCID http://orcid.org/0000-0002-3467-7920
Marco CastellaroDepartment of Information Engineering, University of Padova, Padova, Italy.
Zhenghao LiSchool of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Hongjiang WeiSchool of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Renzo ManaraPadova Neuroscience Center, University of Padova, Padova, Italy.
Alessandra BertoldoDepartment of Information Engineering, University of Padova, Padova, Italy.
Chunlei LiuDepartment of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA. chunlei.liu@berkeley.edu.ORCID http://orcid.org/0000-0001-8816-4832

Funding

Robotically-actuated, low-noise, concurrent TMS-EEG-fMRI systemR01MH127104 · NIMH · UNIVERSITY OF CALIFORNIA BERKELEY · PI LIU, CHUNLEI, LUSTIG, MICHAEL · 2021 to 2024
$6.5M
Imaging brain iron and protein aggregation with MRI for assessing Alzheimer's disease pathology and progressionR01AG070826 · NIA · UNIVERSITY OF CALIFORNIA BERKELEY · PI GRINBERG, LEA TENENHOLZ, LIU, CHUNLEI · 2021 to 2025
$3.3M
NIA NIH HHS R01 AG070826NIMH NIH HHS R01 MH127104U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH127104U.S. Department of Health & Human Services | NIH | National Institute on Aging (U.S. National Institute on Aging) R01AG070826
6 · The paper itself

Abstract

backgroundGlioblastoma is a malignant primary brain tumor. Because of its highly invasive and infiltrative nature, surgical resection and radiation therapy are not able to remove all tumor cells, even with state-of-the-art imaging and fluorescence-guided surgery.

methods24 newly diagnosed glioblastoma patients were enrolled. Pre- and post-surgery MRI scans were performed. Magnetic susceptibility was quantified based on gradient echo MRI. The ratio between sub-voxel paramagnetic and diamagnetic susceptibility components was computed. Relationships between the proposed ratio metric and prognostic factors and pathological iron were investigated. Perfusion and permeability imaging were used to exclude the presence of blood-related contribution to the paramagnetic component.

resultsHere we show that by decomposing tissue magnetic susceptibility into paramagnetic and diamagnetic sources, we can identify, non-invasively and in vivo, areas of altered iron metabolism associated with tumor activities in the edema tissue surrounding glioblastoma. We find that the paramagnetic to diamagnetic susceptibility ratio uniquely delineates area of hyperintensity corresponding to a Tumor and Immune cells Infiltration Zone. Statistically significant relationships are found between the ratio metrics in the infiltration zone and tumor prognostic factors. Follow-up scans reveal tumor progression and later contrast-enhancement in the predicted infiltration zone. Histological data indicate that increased iron content causes the elevated ratio metric.

conclusionsOur study proposes a method to derive an iron-related imaging marker of abnormal patterns in the edema region of the glioblastoma associated with tumor cell infiltration. We show the potential of the imaging marker to aid and improve surgical and treatment planning.

Identifiers

PMID41266763
PMCPMC12635280

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