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Record W3164975864 · doi:10.1093/noajnl/vdab068

Immune cell analysis of pilocytic astrocytomas reveals sexually dimorphic brain region-specific differences in T-cell content

2021· article· en· W3164975864 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNeuro-Oncology Advances · 2021
Typearticle
Languageen
FieldNeuroscience
TopicNeuroinflammation and Neurodegeneration Mechanisms
Canadian institutionsUniversity of Manitoba
FundersNational Institute of Neurological Disorders and StrokeNational Cancer Institute
KeywordsImmune systemSexual dimorphismCellBiologyBrain CellNeurosciencePathologyMedicineImmunologyGeneticsEndocrinology

Abstract

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Pilocytic astrocytoma (PA) is the most common glioma in children, with an excellent overall survival following surgical resection; however, a small subset of tumors recur, especially following incomplete resection. Since PAs contain a large number of non-neoplastic cells, immunomodulatory therapies have been proposed, particularly in light of results using experimental mouse models of low-grade glioma (LGG), where microglia and T cells were found to be critical non-neoplastic drivers of tumor formation and growth.1 To define the immune cell landscape of PAs, we leveraged tissue microarrays from 47 children (1–14 years; mean age, 7 years) with sporadic (non-NF1-associated) PA diagnosed between 1992 and 2004. Twenty-three (48.9%) were female, 21 (44.7%) were male, and 3 lacked clinical data. Tumors were located in the posterior fossa (n = 28; 59.5%), spinal cord (n = 2; 4.2%), and supratentorial (ST) compartment (n = 17; 34%), including one (2.1%) in the hypothalamus. Twenty-three patients (48.9%) underwent gross total resection, 22 (46.8%) subtotal resection, and 1 (2.1%) biopsy alone, with no surgical data available for one case. Tumor-associated microglia/macrophages were present as either scattered cells and/or perivascular aggregates (Figure 1A), with 15.3 ± 1.7 % CD68+ and 14.4 ± 2.2% CD163+ cells. CD3+ T cells (3.5 ± 0.6%) including CD8+ cells (1.6 ± 0.36%) and CD4+ cells (0.9 ± 0.19%) were less abundant, whereas CD20+ B cells (0.1 ± 0.02%) and CD21+ dendritic cells (0%) were scarce (Figure 1B). To validate these findings, we analyzed RNA expression data from 82 sporadic PAs with CIBERSORTx2 using reference file LM22.3 Similar to the immunostaining results, microglia/macrophages constituted the majority of the immune-like cells (33.5% ± 9.7% [SEM = 1.1%]), with CD8+ cells constituting the next most abundant population (Figure 1C), as recently reported for both human4 and mouse5 NF1-LGG. (A) Representative immunohistochemistry images from the PA tissue microarray. (B) Higher percentages of CD68+ and CD163+ tumor-associated microglia/macrophages were observed relative to CD3+ T cells, CD20+ B cells, and CD21+ dendritic cells (***P < .0001 by one-way analysis of variance). (C) CIBERSORTx analysis of RNA microarray data from 82 sporadic PAs (GSE44971, n = 46; GSE50161, n = 15; GSE12907, n = 21), in which macrophage and monocyte populations (MG/MΦ), as well as CD8+ cell populations (CD8+ T cells and NK cells), were combined. The means and standard deviations for these deconvoluted results are included. (D) Percentage of CD3+ T lymphocytes was higher in supratentorial relative to infratentorial PAs as a group (*P = .0247; Welch’s t-test). (E) Percentage of CD3+ T lymphocytes was significantly higher in supratentorial compared to infratentorial PAs from boys (*P = .0309), but not girls (P = .5022). ST-M: n = 6; IF-M: n = 15; ST-F: n = 10; IF-F: n = 13. (F) Percentage of CD8+ T lymphocytes was significantly higher in supratentorial compared to infratentorial PAs from boys (*P = .0125), but not girls (P = .4369). ST-M: n = 6; IF-M: n = 13; ST-F: n = 9; IF-F: n = 12. (G) There was no significant difference in percentage of CD4+ T lymphocytes in supratentorial compared to infratentorial PAs from either boys (*P = .9927) or girls (P = .4201). ST-M: n = 6; IF-M: n = 13; ST-F: n = 9; IF-F: n = 12. ST-M, supratentorial-male; IF-M, infratentorial-male; ST-F, supratentorial-female; IF-F, infratentorial-female. P values in panels (E), (F), and (G) by Tukey’s multiple comparisons test. Immunohistochemistry for microglia/macrophages (CD68; Ventana, CD163; Cell Marque), T cells (Ventana; CD3, 2GV6; CD8, SP57; CD4, SP35), B cells (CD20; Ventana), and dendritic cells (CD21; Cell Marque) was performed, and percentage of positive cells was manually counted. Ki67 immunohistochemistry (Ventana) was performed to determine the proliferation indices. Whole slide images were scanned on a Ventana iScan Coreo (Ventana Medical Systems) at a magnification of 200× and analyzed with the companion algorithm image analysis software (Roche). (A) Representative immunohistochemistry images from the PA tissue microarray. (B) Higher percentages of CD68+ and CD163+ tumor-associated microglia/macrophages were observed relative to CD3+ T cells, CD20+ B cells, and CD21+ dendritic cells (***P < .0001 by one-way analysis of variance). (C) CIBERSORTx analysis of RNA microarray data from 82 sporadic PAs (GSE44971, n = 46; GSE50161, n = 15; GSE12907, n = 21), in which macrophage and monocyte populations (MG/MΦ), as well as CD8+ cell populations (CD8+ T cells and NK cells), were combined. The means and standard deviations for these deconvoluted results are included. (D) Percentage of CD3+ T lymphocytes was higher in supratentorial relative to infratentorial PAs as a group (*P = .0247; Welch’s t-test). (E) Percentage of CD3+ T lymphocytes was significantly higher in supratentorial compared to infratentorial PAs from boys (*P = .0309), but not girls (P = .5022). ST-M: n = 6; IF-M: n = 15; ST-F: n = 10; IF-F: n = 13. (F) Percentage of CD8+ T lymphocytes was significantly higher in supratentorial compared to infratentorial PAs from boys (*P = .0125), but not girls (P = .4369). ST-M: n = 6; IF-M: n = 13; ST-F: n = 9; IF-F: n = 12. (G) There was no significant difference in percentage of CD4+ T lymphocytes in supratentorial compared to infratentorial PAs from either boys (*P = .9927) or girls (P = .4201). ST-M: n = 6; IF-M: n = 13; ST-F: n = 9; IF-F: n = 12. ST-M, supratentorial-male; IF-M, infratentorial-male; ST-F, supratentorial-female; IF-F, infratentorial-female. P values in panels (E), (F), and (G) by Tukey’s multiple comparisons test. Immunohistochemistry for microglia/macrophages (CD68; Ventana, CD163; Cell Marque), T cells (Ventana; CD3, 2GV6; CD8, SP57; CD4, SP35), B cells (CD20; Ventana), and dendritic cells (CD21; Cell Marque) was performed, and percentage of positive cells was manually counted. Ki67 immunohistochemistry (Ventana) was performed to determine the proliferation indices. Whole slide images were scanned on a Ventana iScan Coreo (Ventana Medical Systems) at a magnification of 200× and analyzed with the companion algorithm image analysis software (Roche). Whereas the percent of CD68+ or CD163+ cells did not correlate with tumor location (P = .3814 and .1506), the percent of T cells was approximately 2-fold higher in ST PAs relative to their infratentorial (IT) counterparts (5.4 ± 1.1% vs 2.5 ± 0.5%, P = .0247, Wilcoxon rank sum test; Figure 1D). In addition, the increased CD3+ T lymphocyte content in ST PAs was only observed in males (ST-M: 7.4 ± 2.5%, IF-M: 2.4 ± 0.8%, P = .0309; ST-F: 4.7 ± 1.1%, IF-F: 2.6 ± 0.7%; P = .5022, Tukey’s multiple comparisons test; Figure 1E). Further analysis demonstrated increased CD8+ T lymphocyte content in ST PAs from males (ST-M: 4.1 ± 1.5%, IF-M: 0.9 ± 0.2%, P = .0125; ST-F: 2.2 ± 0.9%, IF-F: 0.9 ± 0.3%; P = .4369, Tukey’s multiple comparisons test; Figure 1F), but not CD4+ T lymphocyte content (ST-M: 0.9 ± 0.1%, IF-M: 0.7 ± 0.4%, P = .9927; ST-F: 1.5 ± 0.6%, IF-F: 0.6 ± 0.2%; P = .4201, Tukey’s multiple comparisons test; Figure 1G). This intriguing location-specific enrichment in boys suggests potential sexually dimorphic differences in tumor biology for these spatially distinct LGGs. Given the T-cell differences in ST versus IT PAs, we also examined the relationship between immune cell content and patient outcome. The percentage of CD68+ and CD163+ microglia/macrophages was higher in tumors that did not recur based on postoperative surveillance imaging (16.36 ± 2.013%, 14.9 ± 2.655%, respectively) compared to those that did (11.63 ± 2.19%, 11.38 ± 3.31%, respectively); however, this difference was not statistically significant (P = .4163 and .1244, respectively). Similarly, neither the percentage of CD3+ T cells nor the Ki67 proliferation index correlated with the tumor recurrence rate (P = .7822 and .4972, respectively; unpaired t-test) or recurrence-free survival, either in the entire cohort (P = .6312 and .2850, respectively; log-rank test) or in the 22 patients who underwent subtotal tumor resection (P = .6940 and .3768, respectively; log-rank test). Relevant to considering immune-targeted therapies for these tumors, we examined the expression of immune checkpoint proteins by immunohistochemistry. No PD-1 (Clone NAT105) or PD-L1 (Clone E1L3N) expression was detected in these PAs, consistent with previous reports demonstrating higher PD-L1 expression in malignant gliomas relative to lower-grade counterparts.6 Taken together, our findings are consistent with multiple prior studies demonstrating links between immune cell content and tumor location for PAs that are validated by the current study. We further identify an association between immune cell content and patient sex. Given the emerging role of T cells in microglia/macrophage-mediated LGG growth, these findings of sex-specific differences in T-cell content in ST versus IT PAs and the lack of tumoral PD-1/PD-L1 expression support the need for further investigations aimed at defining additional immune cell-directed targets for adjuvant LGG therapy. D.H.G. is supported by an RPA grant from the National Institute of Neurological Disorders and Stroke (1-R35-NS097211-01). Conflict of interest statement. The authors have no relevant interests to disclose.

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.068
GPT teacher head0.281
Teacher spread0.213 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it