Back

Anatomic Predilection of IDH-Mutant Gliomas: A Multi-Institutional Spatial Analysis

Park, M.; Weiss, H.; Harake, E. S.; Fang, C.; Springer, A.; Goff, N. K.; Markert, J. E.; Reinecke, D.; Maarouf, N.; Miller, A. M.; Hollon, T.; Golfinos, J. G.; Orringer, D. A.

2025-09-18 oncology
10.1101/2025.09.16.25333605 medRxiv
Show abstract

IntroductionInteractions between cancer cells and their microenvironment are central to tumor formation. Regional microenvironmental variability in the brain may offer insight into essential factors in tumorigenesis. Surprisingly, a granular assessment of regional patterns of gliomagenesis has not been undertaken in the molecular era. ObjectiveTo quantitatively establish the anatomical distribution of the major molecular subtypes of adult diffuse glioma. MethodsWe retrospectively analyzed a consecutive series of 204 IDH-mutant and 200 IDH- wildtype gliomas. Tumor volumes were segmented, normalized, and assigned to a brain location using a standardized neuroanatomic atlas. An independent and external validation cohort of 190 IDH-mutant and 227 IDH-wildtype gliomas was used to assess reproducibility. Microarray expressions from the Allen Human Brain Atlas were utilized to analyze transcriptomic differences between hotspots and coldspots of IDH-mutant gliomas. Results50.5% (103/204) of IDH-mutant tumors arose with the superior and middle frontal gyri indicating a 3.1-fold regional enrichment relative to the volume of these gyri (p<0.001). Only 0.5% (1/204) of IDH-mutant tumors arose with the occipital gyri indicating a 23.4-fold regional scarcity relative to volume (p<0.001). 9.5% (19/200) of IDH-wildtype tumors arose in the superior temporal gyrus with a 2.1-fold enrichment (p=0.01) and 6% (12/200) in the hippocampus with a 6-fold enrichment (p<0.001). IDH-mutant and wildtype tumors were enriched by 4 and 4.5-fold respectively in the insula (both p<0.001). Both IDH-mutant astrocytomas and oligodendrogliomas were significantly enriched in the SFG (39.2% and 40.2% respectively; both p<0.001), but 23.5% (24/102) of astrocytomas occurred disproportionately higher in the insula compared to oligodendrogliomas (p<0.001). These enrichment patterns were reproduced in an independent validation cohort of 417 glioma patients. Transcriptomic analysis comparing the lobar hotspot (frontal lobe) to the coldspot (occipital lobe) revealed frontal enrichment of cholesterol (NES=1.78) and fatty acid (NES=1.94) metabolism pathways, paralleling the observed regional enrichment of IDH-mutant gliomas. ConclusionsThis study reveals striking regional differences in glioma incidence, identifying key hotspots in the brain for gliomagenesis that vary based on tumor molecular subtype. Metabolic differences across cortical regions raise the possibility that regional metabolic differences may contribute to the observed vulnerability of specific regions to gliomagenesis. These findings provide a framework for investigating additional microenvironmental factors that drive human glioma formation.

Matching journals

The top 2 journals account for 50% of the predicted probability mass.

1
Journal of Neuro-Oncology
10 papers in training set
Top 0.1%
44.8%
2
Neuro-Oncology
36 papers in training set
Top 0.1%
7.7%
50% of probability mass above
3
Neuro-Oncology Advances
25 papers in training set
Top 0.1%
6.1%
4
Scientific Reports
3612 papers in training set
Top 28%
4.0%
5
Acta Neuropathologica Communications
89 papers in training set
Top 0.6%
3.4%
6
Acta Neuropathologica
58 papers in training set
Top 0.5%
3.0%
7
Clinical Cancer Research
64 papers in training set
Top 0.8%
2.4%
8
Frontiers in Oncology
103 papers in training set
Top 2%
2.3%
9
Cancers
213 papers in training set
Top 3%
2.1%
10
BMC Cancer
67 papers in training set
Top 1%
1.9%
11
Journal of the Neurological Sciences
18 papers in training set
Top 0.2%
1.9%
12
PLOS ONE
5266 papers in training set
Top 52%
1.4%
13
Frontiers in Neuroscience
256 papers in training set
Top 5%
1.1%
14
Glia
81 papers in training set
Top 1%
1.0%
15
Nature Communications
5641 papers in training set
Top 54%
1.0%
16
Cell Reports
1498 papers in training set
Top 26%
1.0%
17
Brain Communications
166 papers in training set
Top 4%
0.8%
18
Cell Reports Medicine
153 papers in training set
Top 5%
0.8%
19
The American Journal of Human Genetics
234 papers in training set
Top 3%
0.8%
20
Brain
168 papers in training set
Top 3%
0.8%
21
Brain and Behavior
43 papers in training set
Top 2%
0.6%
22
Communications Medicine
113 papers in training set
Top 6%
0.6%
23
Journal of Lipid Research
39 papers in training set
Top 0.7%
0.6%
24
npj Precision Oncology
53 papers in training set
Top 2%
0.6%
25
OncoImmunology
24 papers in training set
Top 0.8%
0.6%