Lai, Chun-Hao and Hung, Yu-Ping and Tseng, Po-Chun and Satria, Rahmat Dani and Lin, Chiou-Feng (2025) Intratumoral SPP1+BCL2A1+ Tumor-Associated Macrophages Predict Poor Response to PD1 Blockade. Diagnostics, 15 (21): 2680. ISSN 20754418
Intratumoral SPP1+BCL2A1+ Tumor-Associated Macrophages.pdf - Published Version
Restricted to Registered users only
Available under License Creative Commons Attribution.
Download (2MB) | Request a copy
Abstract
Background/Objectives: Immune checkpoint blockade (ICB) has emerged as a promising therapeutic option for hepatocellular carcinoma (HCC), yet reliable biomarkers to predict clinical outcomes remain limited. Tumor-associated macrophages (TAMs) are increasingly recognized as key regulators of the tumor immune microenvironment. Methods: We interrogated a publicly available HCC single-cell RNA sequencing (scRNA-seq) dataset to characterize intratumoral immune cell subpopulations. Through unsupervised clustering and gene signature analysis, we identified a distinct subset of SPP1 (secreted phosphoprotein 1, also known as osteopontin) and BCL2A1 (Bcl-2-related protein A1) double-positive TAMs. Their abundance was quantified and associated with patient outcomes. Further independent HCC transcriptomic datasets with annotated PD1-based ICB response status were used for examination. Results: Across the discovery (GSE149614; n = 10) cohort, elevated expression of intratumoral SPP1<sup>+</sup>BCL2A1<sup>+</sup> TAMs was identified in HCC. In the ICB datasets (GSE151530; n = 4), patients with high SPP1<sup>+</sup>BCL2A1<sup>+</sup> TAM expression further exhibited significantly poorer responses to ICB therapy. Further, the validation cohort (GSE206325; n = 18) confirmed these findings accordingly. Notably, these TAMs were expressed thoroughly within the immunosuppressive T-cell microenvironment in non-responders but were distinctly expressed among the cytotoxic T-cell responses in responders. Conclusions: Our findings identify SPP1<sup>+</sup>BCL2A1<sup>+</sup> TAMs as a poor prognostic biomarker in HCC patients undergoing ICB therapy. By promoting an immunosuppressive microenvironment, SPP1<sup>+</sup>BCL2A1<sup>+</sup> TAMs, which are survival-advantaged, may represent both a predictive marker and a potential therapeutic target to enhance the efficacy of immunotherapy. © 2025 by the authors.
| Item Type: | Article |
|---|---|
| Additional Information: | Cited by: 2; All Open Access; Gold Open Access; Green Open Access |
| Uncontrolled Keywords: | Bcl2 related protein A1; biological marker; CD68 antigen; cemiplimab; lysozyme; mammalian target of rapamycin; osteopontin; sirtuin 1; transcription factor FKHRL1; adult; aged; Article; B lymphocyte; cancer prognosis; checkpoint inhibitor therapy; clinical article; clinical outcome; clinical significance; cohort analysis; controlled study; cytotoxic T lymphocyte; differential expression analysis; false discovery rate; gene set enrichment analysis; human; human tissue; KEGG; liver cell; liver cell carcinoma; male; marker gene; monocyte; natural killer cell; overrepresentation analysis; pathway enrichment analysis; principal component analysis; quality control; single cell RNA seq; transcriptomics; treatment response; tumor microenvironment; tumor-associated macrophage; upregulation |
| Subjects: | R Medicine > RN Non Surgical Divisions |
| Divisions: | Faculty of Medicine, Public Health and Nursing > Non Surgical Divisions |
| Depositing User: | Ani PURWANDARI |
| Date Deposited: | 24 Jun 2026 05:24 |
| Last Modified: | 24 Jun 2026 05:24 |
| URI: | https://ir.lib.ugm.ac.id/id/eprint/27731 |
