Astrocyte and Microglial Transcriptional Programs in the Atypical Teratoid/Rhabdoid Tumor Microenvironment

Background/Objectives: The original GSE283839 study characterized malignant-cell heterogeneity in atypical teratoid/rhabdoid tumor (ATRT). Building on this resource, we investigated the less-characterized glial microenvironment, focusing on astrocyte and microglial transcriptional programs and expression-supported candidate interactions with tumor cells. Methods: We reanalyzed single-nucleus RNA-sequencing data from 12 ATRT tumors using published annotations, program scoring, paired astrocyte–tumor comparisons, and conservative annotation sensitivities. CellChat analyses used 10,000 permutations and within-model Benjamini–Hochberg (BH) correction. An independent cohort comprised eight specimens from four patients. Results: The discovery dataset included 47 annotated astrocytes and 288 annotated microglia. Astrocytes expressed SLC1A2, SLC1A3, and GLUL, with higher glutamate/glutamine-module scores than matched tumor cells in two of three evaluable tumors. This difference persisted in the single tumor evaluable under conservative annotation. Microglia exhibited overlapping inflammatory, immunoregulatory, phagocytic/lipid-processing, and antigen-presentation programs. Across 12 tumors, microglial CD74 expression correlated with the antigen-presentation module score. Candidate interactions included astrocyte-to-tumor NCAM1–FGFR1 and PTN–PTPRZ1 and microglia-to-tumor SPP1-related pairs. Tumor-to-microglia APP–CD74 passed within-model BH correction in 7/10 eligible discovery tumors. External analyses supported tumor-to-myeloid APP–CD74 in at least one myeloid population in each of five evaluable specimens from four patients. Conclusions: This exploratory study highlights astrocyte metabolic expression programs and immune-related microglial programs in ATRT, prioritizing APP–CD74 and additional expression-supported glia–tumor interaction candidates for future spatial and functional investigation.

Authors

Institutions

Publication Details

Journal
Cancers
Published
2026-10-26
DOI
https://doi.org/10.3390/cancers18213455
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
article

Astrocyte and Microglial Transcriptional Programs in the Atypical Teratoid/Rhabdoid Tumor Microenvironment

Qing‐Xiang Amy Sang, Md Al Azad, Yu Xue, Drishty Badhon Sarker et al.
Cancers
Glioma Diagnosis and Treatment
article

Astrocyte and Microglial Transcriptional Programs in the Atypical Teratoid/Rhabdoid Tumor Microenvironment

Qing‐Xiang Amy Sang, Md Al Azad, Yu Xue, Drishty Badhon Sarker, Uvindu Thilanka
article en

Abstract

Background/Objectives: The original GSE283839 study characterized malignant-cell heterogeneity in atypical teratoid/rhabdoid tumor (ATRT). Building on this resource, we investigated the less-characterized glial microenvironment, focusing on astrocyte and microglial transcriptional programs and expression-supported candidate interactions with tumor cells. Methods: We reanalyzed single-nucleus RNA-sequencing data from 12 ATRT tumors using published annotations, program scoring, paired astrocyte–tumor comparisons, and conservative annotation sensitivities. CellChat analyses used 10,000 permutations and within-model Benjamini–Hochberg (BH) correction. An independent cohort comprised eight specimens from four patients. Results: The discovery dataset included 47 annotated astrocytes and 288 annotated microglia. Astrocytes expressed SLC1A2, SLC1A3, and GLUL, with higher glutamate/glutamine-module scores than matched tumor cells in two of three evaluable tumors. This difference persisted in the single tumor evaluable under conservative annotation. Microglia exhibited overlapping inflammatory, immunoregulatory, phagocytic/lipid-processing, and antigen-presentation programs. Across 12 tumors, microglial CD74 expression correlated with the antigen-presentation module score. Candidate interactions included astrocyte-to-tumor NCAM1–FGFR1 and PTN–PTPRZ1 and microglia-to-tumor SPP1-related pairs. Tumor-to-microglia APP–CD74 passed within-model BH correction in 7/10 eligible discovery tumors. External analyses supported tumor-to-myeloid APP–CD74 in at least one myeloid population in each of five evaluable specimens from four patients. Conclusions: This exploratory study highlights astrocyte metabolic expression programs and immune-related microglial programs in ATRT, prioritizing APP–CD74 and additional expression-supported glia–tumor interaction candidates for future spatial and functional investigation.

CancersVol. 18(21)
Florida State University (US)
Openalex Percentile: Top 12%
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