Evidence map›Paper›PMID 41721916›Full record

ArticleJournal of neuro-oncology2026

Altered perivascular diffusivity in glioblastoma: integrating DTI-ALPS index with radio-pathomic and histopathologic correlates.

Biprojit Nath, Samuel A Bobholz, Daniel C Kim, Allison K Lowman, Savannah R Duenweg, Aleksandra Winiarz, Benjamin Chao, Fitzgerald Kyereme, Michael Barrett, Hope M Reecher and 9 more

Abstract read
In one paragraph

Article in Journal of neuro-oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors.

Biprojit NathDepartments of Biophysics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Samuel A BobholzDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Daniel C KimDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Allison K LowmanDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Savannah R DuenwegDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Aleksandra WiniarzDepartments of Biophysics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Benjamin ChaoDepartments of Biophysics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Fitzgerald KyeremeDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Michael BarrettDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Hope M ReecherDepartments of Neurosurgery, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Jennifer ConnellyDepartments of Neurology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
E Kelly S MrachekDepartments of Pathology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Jamie JacobsohnDepartments of Pathology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Max O KrucoffDepartments of Biophysics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Elaine TanhehcoDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Mohit AgarwalDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Daniel DesticheDepartments of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Anjishnu BanerjeeDepartments of Biostatistics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA.
Peter S LaVioletteDepartments of Biophysics, Medical College of Wisconsin, 8701 Watertown Plank Rd., Milwaukee, WI, 53226, USA. plaviole@mcw.edu.

Funding

Prostate Cancer Radio-Pathomics for Differentiating Clinically Significant DiseaseR01CA249882 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI LAVIOLETTE, PETER S · 2021 to 2025
$3.0M
Brain Cancer Radio-Pathomics for Predicting Heterogeneous CytologyR01CA218144 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI LAVIOLETTE, PETER S · 2017 to 2021
$1.9M
Radiopathomic Modeling of Glioma Heterogeneity Throughout a Patient's Disease TrajectoryR01CA290631 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI Peter S LaViolette, Janine Marie Lupo · 2025 to 2026
$1.3M
Bayesian learning algorithms for identifying and classifying heterogeneity of cell types in variety of solid tumorsR21CA231892 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI BANERJEE, ANJISHNU · 2018 to 2019
$362k
NCI NIH HHS R01 CA218144NCI NIH HHS R01 CA249882NCI NIH HHS R01 CA290631NCI NIH HHS R21 CA231892
6 · The paper itself

Abstract

purposeGlioblastoma is an aggressive primary brain tumor that often exhibits perivascular invasion. This behavior may directly interfere with glymphatic flow, hindering perivascular drainage routes. This study aims to assess glymphatic dysfunction in glioblastoma by evaluating the DTI-ALPS index, an MRI-based surrogate of glymphatic activity. We additionally correlate mpMRI-derived tumor features with radio-pathomic maps of hypercellularity.

methodsWe included 368 IDH-wildtype GBM patients from the UCSF-PDGM dataset. Preoperative T1, T1C, FLAIR, ADC, and diffusion tensor imaging (DTI) maps were preprocessed using standard co-registration and intensity normalization protocols. Radio-pathomic maps of tumor cellularity were generated using a previously published model which was trained on spatially aligned autopsy samples. The DTI-ALPS index was computed using DTI maps normalized to the JHU-ICMB-FA template, with ROIs on predefined white matter tracts and categorized by tumor laterality.

resultsThe DTI-ALPS index was significantly lower on the ipsilateral side for both the GTR and STR cohorts (p < 0.00001). Furthermore, DTI-ALPS

conclusionOur findings suggest that GBM-associated perivascular invasion disrupts glymphatic function, as evidenced by a significantly lower DTI-ALPS index in the tumor-affected hemisphere. The inverse correlation between the DTI-ALPS index and both volume and cellularity metrics highlights the extent to which GBM alters perivascular fluid dynamics.

Indexed as

Brain NeoplasmsDiffusion Tensor ImagingGlioblastomaGlymphatic SystemAdultAgedFemaleFollow-Up StudiesHumansMaleMiddle AgedDTI-ALPSGlioblastomaGlymphatic systemMRIRadio-pathomic maps

Identifiers

PMID41721916
PMCPMC12924826

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.