Spatial organization of immune surveillance by germline mutation status in the Breast Cancer Family Registry.
Abstract
10566 Background: Germline pathogenic variants (gPVs) are associated with increased immune infiltration in resulting tumors; we previously reported increased CD4+ and CD8+ T-cells in gPV-associated tumors using single-cell spatial profiling. Here, we report the spatial features, including cell-cell co-localization, underlying these immune differences. Methods: We analyzed CosMx 6K single-molecule RNA transcriptomics in 222 samples from 144 women in the population-based Northern California Breast Cancer Family Registry. Across 1,083,345 cells and 6,583 genes, multicellular niches were identified by clustering cells based on spatial proximity and cell-type identity using a k-nearest neighbors approach, with the number of niches selected by elbow analysis. Niche proportions were compared between gPV-associated and wild-type tumors using linear models. Linear mixed-effects models were used to identify niche-specific enrichment of cell-type densities and pairwise cell–cell colocalization relative to all other niches. P-values were corrected using Benjamini–Hochberg. Results: Of 144 participants, 31 (22%) carried at least one gPV, including BRCA1 (n = 12), BRCA2 (n = 8), PALB2 (n = 3), FANCM (n = 3), ATM (n = 2), and CHEK2, RAD50, and TP53 (n = 1 each). We identified eight cell niches, two of which were enriched in gPV-associated tumors, including within ER/HER2 subtypes: niche 2 (10% of cells in gPV tumors vs 3.7% in non-gPV tumors; Wilcoxon FDR = 0.01) and niche 5 (17% vs 9.4%; FDR = 0.03). Niche 2 and niche 5 proportions were uncorrelated across tumors (r = −0.13, FDR = 0.14). Compared with other niches, niche 2 had higher proportions of immature B cells (FDR = 0.006), CD8⁺ T cells (FDR = 0.03), dendritic cells (FDR < 0.001), and macrophages (FDR < 0.001), with no specific cell-cell colocalization pattern. Niche 5 had higher proportions of CD4⁺ T cells (FDR < 0.001), myoepithelial cells (FDR < 0.001), and macrophage-derived stem cells (FDR < 0.001); niche 5 demonstrated increased colocalization across 95 cell-type pairs at FDR < 0.1, including cancer cells with macrophage-derived stem cells and pericytes with natural killer cells (FDR = 0.01 each). Comparing BRCA1 to BRCA2 gPV carriers, niche 2 was more prevalent in BRCA1 tumors (16% vs < 1% in BRCA2; p = 0.01); no significant difference was observed for niche 5. Conclusions: In this population-based cohort, gPV-associated breast cancers exhibited distinct spatial immune niches. Niche 2, especially enriched in BRCA1 gPV tumors, appears to reflect an inflamed immune environment, whereas niche 5 may represent a more spatially organized stromal-adaptive immune niche characterized by CD4⁺ T-cell enrichment and extensive non-random cell-cell interactions. These findings demonstrate that inherited cancer risk is associated with reproducible immune spatial architectures, with implications for immune-based prevention and interception strategies.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (9)
Marni Blair McClure
Stanford Cancer Institute, Stanford, CA
Lise Mangiante
Clemens Weiß
Department of Genetics, Stanford University
Zhicheng Ma
Jocelyn Koo
Stanford Cancer Institute, Palo Alto, CA
Esther M. John
Christina Curtis
Allison W. Kurian
Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
Jennifer Lee Caswell-Jin
Stanford Cancer Institute, Stanford, CA