Exploratory Single-Cell Analysis of NK-Annotated Cells Across Marrow Compartments in Prostate Cancer Bone Metastasis

Prostate cancer preferentially colonizes bone, where marrow compartments differ in tissue structure and immune composition. We reanalyzed a 920,521-cell integrated prostate cancer atlas containing 38,842 NK-annotated cells from 126 sample identifiers, focusing on one bone-marrow cohort of 16 subjects and 32 samples. Distal marrow from patients with bone metastasis was compared with nonmalignant marrow from unrelated hip-replacement controls, while complete within-patient pairs were used for local comparisons. Sample- or subject-level composition, pseudobulk expression, pathway, and microenvironment analyses treated biological units, not cells, as replicates. The inherited CytokNKs_GZMH label was more frequent in distal marrow than in controls (25.4% versus 2.0%; centered log-ratio effect 2.82; false-discovery rate 0.0367). Paired tumor-versus-distal comparisons showed higher relative abundance of ImmSuppNKs_CREM and lower proportions of several other inherited labels at the 10% false-discovery threshold. A pooled comparison identified 62 differential genes within RegNKs_IL7R and generated a 24-gene exploratory program; distal-only models had no genes meeting the joint cutoff. Frequent T-cell- and myeloid-marker detection precluded assignment of this population as a validated NK subset. Program separation within the discovery cohort was subject to gene-selection bias and did not establish predictive performance. Full-atlas analyses described compartment-associated composition differences and candidate ligand-receptor expression pairs. Donor characteristics, treatment, sampling site, specimen processing, and annotation uncertainty remain unresolved sources of confounding. These findings are hypothesis-generating associations in recovered NK-annotated cells, not evidence of a metastasis-specific field effect, a regulatory NK population, or clinical utility.

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Publication Details

Journal
Cancer Investigation
Published
2026-10-13
DOI
https://doi.org/10.1080/07357907.2026.2744214
Primary Topic
Immune Cell Function and Interaction
Type
article
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article

Exploratory Single-Cell Analysis of NK-Annotated Cells Across Marrow Compartments in Prostate Cancer Bone Metastasis

Nianzeng Xing, Kehao Pan
Cancer Investigation
Immune Cell Function and Interaction
article

Exploratory Single-Cell Analysis of NK-Annotated Cells Across Marrow Compartments in Prostate Cancer Bone Metastasis

Nianzeng Xing, Kehao Pan
article en

Abstract

Prostate cancer preferentially colonizes bone, where marrow compartments differ in tissue structure and immune composition. We reanalyzed a 920,521-cell integrated prostate cancer atlas containing 38,842 NK-annotated cells from 126 sample identifiers, focusing on one bone-marrow cohort of 16 subjects and 32 samples. Distal marrow from patients with bone metastasis was compared with nonmalignant marrow from unrelated hip-replacement controls, while complete within-patient pairs were used for local comparisons. Sample- or subject-level composition, pseudobulk expression, pathway, and microenvironment analyses treated biological units, not cells, as replicates. The inherited CytokNKs_GZMH label was more frequent in distal marrow than in controls (25.4% versus 2.0%; centered log-ratio effect 2.82; false-discovery rate 0.0367). Paired tumor-versus-distal comparisons showed higher relative abundance of ImmSuppNKs_CREM and lower proportions of several other inherited labels at the 10% false-discovery threshold. A pooled comparison identified 62 differential genes within RegNKs_IL7R and generated a 24-gene exploratory program; distal-only models had no genes meeting the joint cutoff. Frequent T-cell- and myeloid-marker detection precluded assignment of this population as a validated NK subset. Program separation within the discovery cohort was subject to gene-selection bias and did not establish predictive performance. Full-atlas analyses described compartment-associated composition differences and candidate ligand-receptor expression pairs. Donor characteristics, treatment, sampling site, specimen processing, and annotation uncertainty remain unresolved sources of confounding. These findings are hypothesis-generating associations in recovered NK-annotated cells, not evidence of a metastasis-specific field effect, a regulatory NK population, or clinical utility.

Cancer Investigation
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), State Key Laboratory of Molecular Oncology
Openalex Percentile: Top 21%
Immune Cell Function and Interaction
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