Evidence map›Paper›PMID 42895656›Full record

ArticleNeuroradiology2026

Diagnostic value of 3D pCASL perfusion in glioma grading according to the WHO 2021 classification: a retrospective study of 530 cases.

Artem I Batalov, Natalia E Zakharova, Nadezhda E Elagina, Eduard L Pogosbekyan, Ivan V Chekhonin, Ramin M Afandiev, Dmitry Yu Usachev, Igor N Pronin

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Article in Neuroradiology, 2026. 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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5 · Who and what money

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8 authors.

Artem I BatalovBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0002-8924-7346
Natalia E ZakharovaBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0002-0516-3613
Nadezhda E ElaginaBurdenko Neurosurgery Institute, Moscow, Russian Federation. n.ardukova@gmail.com.ORCID https://orcid.org/0000-0002-9793-5376
Eduard L PogosbekyanBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID https://orcid.org/0000-0002-4803-6948
Ivan V ChekhoninBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0002-6652-2472
Ramin M AfandievBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0001-6384-7960
Dmitry Yu UsachevBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0002-9811-9442
Igor N ProninBurdenko Neurosurgery Institute, Moscow, Russian Federation.ORCID http://orcid.org/0000-0002-4480-0275

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo evaluate the diagnostic performance of three-dimensional pseudo-continuous arterial spin labeling (3D pCASL) for preoperative grading of gliomas within the 2021 WHO classification framework and to assess protocol-specific tumor blood flow thresholds for differentiating CNS WHO grade 2 from grade 3-4 tumors.

methodsThis retrospective single-center study included 530 patients with newly diagnosed supratentorial glial tumors examined between 2011 and 2024. Nineteen non-diffuse CNS WHO grade 1 tumors were retained for descriptive purposes only and excluded from all grading analyses; the primary analytical cohort therefore comprised 511 gliomas (grade 2, n = 75; grade 3, n = 152; grade 4, n = 284). Diagnoses were reassigned within the WHO 2021 framework using the histological and molecular information available for each patient; tumors lacking molecular information required for an integrated WHO diagnosis were designated NOS. All patients underwent 3.0 T MRI with 3D pCASL. Maximum tumor blood flow (maxTBF) and normalized TBF relative to white matter (nTBF WM) and gray matter (nTBF GM) were measured using approximately 30-mm² hotspot ROIs.

resultsIn gliomas, maxTBF, nTBF WM, and nTBF GM differentiated grade 2 from grade 3-4 tumors, with AUCs of 0.848, 0.833, and 0.84, respectively. The maxTBF threshold was 63.3 mL/100 g/min; AUCs were 0.743-0.768 for grade 2 versus grade 3 and 0.668-0.715 for grade 3 versus grade 4. After exclusion of NOS cases, glioblastomas and grade 4 astrocytomas did not differ significantly in maxTBF or nTBF (pfdr > 0.05). 3D pCASL also differentiated non-enhancing glioblastomas from grade 2 astrocytomas (maxTBF, pfdr = 0.0018; nTBF, pfdr = 0.0036-0.006), with AUCs of 0.78-0.86, a maxTBF cutoff of 64.1 mL/100 g/min, and specificity up to 96%. maxTBF and nTBF moderately correlated with Ki-67 (r = 0.44-0.50; pfdr < 0.001).

conclusions3D pCASL provides high diagnostic accuracy for differentiating grade 2 gliomas from high-grade gliomas and grade 2 from grade 3 tumors within the WHO 2021 framework, while remaining fully non-invasive and requiring no contrast agent.

Indexed as

3D pseudo-continuous arterial spin labelingGlioma gradingTumor blood flowWHO 2021 classification

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PMID42895656

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