Expression and Membranous Localization of CD44 Define Distinct Cellular and Spatial Phenotypes Associated with Glioma Aggressiveness

Adult-type diffuse gliomas comprise, amongst others, biologically distinct isocitrate dehydrogenase (IDH)-mutant (IDH-MUT) astrocytomas and IDH-wildtype (IDH-WT) glioblastoma (GB). Although IDH-MUT astrocytomas generally have a more favorable prognosis, they frequently recur and progress. Despite extensive molecular characterization, key drivers of glioma progression remain elusive. CD44, a hyaluronic acid receptor, has been implicated in glioma invasion and progression. We investigated CD44 expression, localization, and spatial organization across IDH-WT GB and IDH-MUT astrocytomas and their association with tumor progression and cellular states. CD44 expression and localization were assessed in IDH-WT (n = 15) and IDH-MUT (n = 17) diffuse gliomas across WHO grades by immunohistochemistry (IHC). Multiplex IHC combined with AI-assisted digital pathology (HALO) evaluated associations between CD44, GFAP-positive astrocytic, and NeuN/RBFOX3-positive neuronal regions. Findings were validated using independent snRNA-seq data. IDH-WT GB exhibited significantly higher CD44 expression with prominent membranous localization. Lower-grade IDH-MUT astrocytomas showed reduced, diffuse staining, whereas higher-grade tumors acquired a membranous CD44 localization, resembling IDH-WT GB. CD44 was strongly associated with GFAP-positive astrocytic regions and inversely correlated with NeuN/RBFOX3-positive neuronal areas in IDH-MUT tumors. AI-assisted spatial analyses confirmed distinct CD44-positive astrocytic and NeuN-positive neuronal niches, supported by snRNA-seq demonstrating positive CD44-GFAP correlations. This association was strongest in astrocytic (AC-like) metaprograms of WHO grade 2, while in higher-grade tumors it was more pronounced in mesenchymal (MES-like) states. CD44 exhibits IDH- and grade-dependent spatial patterns marking glioma progression and astrocytic/mesenchymal tumor states. Membranous CD44 acquisition accompanies progression to higher grades in IDH-MUT astrocytomas, suggesting CD44 as a marker of glioma aggressiveness.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-11-11
DOI
https://doi.org/10.3390/ijms272210121
Primary Topic
Glioma Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Expression and Membranous Localization of CD44 Define Distinct Cellular and Spatial Phenotypes Associated with Glioma Aggressiveness

Lisa Gabler, Christine Pirker, Anna Sophie Berghoff, Alexandra Lang et al.
International Journal of Molecular Sciences
Glioma Diagnosis and Treatment
article

Expression and Membranous Localization of CD44 Define Distinct Cellular and Spatial Phenotypes Associated with Glioma Aggressiveness

Lisa Gabler, Christine Pirker, Anna Sophie Berghoff, Alexandra Lang, Laura Marosits, Barbara Kiesel, Thomas Roetzer-Pejrimovsky, Walter Berger, Katharina Bruckner, Bernhard Robl, Georg Widhalm, Carola Jaunecker, Dominik Kirchhofer, Valerie Anne Quinot, Karl Rössler, Leah Mager, Linda Pacher, Julia Freund, Sarah Machreich, Laura Kerschbaumer, Daniela Lötsch
article en

Abstract

Adult-type diffuse gliomas comprise, amongst others, biologically distinct isocitrate dehydrogenase (IDH)-mutant (IDH-MUT) astrocytomas and IDH-wildtype (IDH-WT) glioblastoma (GB). Although IDH-MUT astrocytomas generally have a more favorable prognosis, they frequently recur and progress. Despite extensive molecular characterization, key drivers of glioma progression remain elusive. CD44, a hyaluronic acid receptor, has been implicated in glioma invasion and progression. We investigated CD44 expression, localization, and spatial organization across IDH-WT GB and IDH-MUT astrocytomas and their association with tumor progression and cellular states. CD44 expression and localization were assessed in IDH-WT (n = 15) and IDH-MUT (n = 17) diffuse gliomas across WHO grades by immunohistochemistry (IHC). Multiplex IHC combined with AI-assisted digital pathology (HALO) evaluated associations between CD44, GFAP-positive astrocytic, and NeuN/RBFOX3-positive neuronal regions. Findings were validated using independent snRNA-seq data. IDH-WT GB exhibited significantly higher CD44 expression with prominent membranous localization. Lower-grade IDH-MUT astrocytomas showed reduced, diffuse staining, whereas higher-grade tumors acquired a membranous CD44 localization, resembling IDH-WT GB. CD44 was strongly associated with GFAP-positive astrocytic regions and inversely correlated with NeuN/RBFOX3-positive neuronal areas in IDH-MUT tumors. AI-assisted spatial analyses confirmed distinct CD44-positive astrocytic and NeuN-positive neuronal niches, supported by snRNA-seq demonstrating positive CD44-GFAP correlations. This association was strongest in astrocytic (AC-like) metaprograms of WHO grade 2, while in higher-grade tumors it was more pronounced in mesenchymal (MES-like) states. CD44 exhibits IDH- and grade-dependent spatial patterns marking glioma progression and astrocytic/mesenchymal tumor states. Membranous CD44 acquisition accompanies progression to higher grades in IDH-MUT astrocytomas, suggesting CD44 as a marker of glioma aggressiveness.

International Journal of Molecular SciencesVol. 27(22)
Comprehensive Cancer Center Vienna (AT), Medical University of Vienna (AT)
Glioma Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon