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Updated: Nov 4, 2025

Multiplexed Immunofluorescence Analysis and Quantification of Intratumoral PD-1+ Tim-3+ CD8+ T Cells
Published on: February 8, 2018
Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment
Yoong Wearn Lim1, Garry L Coles1, Savreet K Sandhu1
1GigaGen, Inc., One Tower Place, Suite 750, South San Francisco, CA, 94080, USA.
Background:
The anti-tumor activity of anti-PD-1/PD-L1 therapies correlates with T cell infiltration in tumors. Thus, a major goal in oncology is to find strategies that enhance T cell infiltration and efficacy of anti-PD-1/PD-L1 therapy. TGF-β has been shown to contribute to T cell exclusion, and anti-TGF-β improves anti-PD-L1 efficacy in vivo. However, TGF-β inhibition has frequently been shown to induce toxicity in the clinic, and the clinical efficacy of combination PD-L1 and TGF-β blockade has not yet been proven. To identify strategies to overcome resistance to PD-L1 blockade, the transcriptional programs associated with PD-L1 and/or TGF-β blockade in the tumor microenvironment should be further elucidated.
Results:
We used single-cell RNA sequencing in a mouse model to characterize the transcriptomic effects of PD-L1 and/or TGF-β blockade on nearly 30,000 single cells in the tumor and surrounding microenvironment. Combination treatment led to upregulation of immune response genes, including multiple chemokine genes such as CCL5, in macrophages, and downregulation of extracellular matrix genes in fibroblasts. Analysis of publicly available tumor transcriptome profiles showed that the chemokine CCL5 was strongly associated with immune cell infiltration in various human cancers. Further investigation with in vivo models showed that intratumorally administered CCL5 enhanced cytotoxic lymphocytes and the anti-tumor activity of anti-PD-L1.
Conclusions:
Taken together, our data could be leveraged translationally to complement or find alternatives to anti-PD-L1 plus anti-TGF-β combination therapy, for example through companion biomarkers, and/or to identify novel targets that could be modulated to overcome resistance.
Insights
Strategies to enhance anti-PD-1/PD-L1 therapy involve understanding T cell infiltration. This study found CCL5, a chemokine, boosts T cell activity and anti-tumor effects, offering alternatives to combined PD-L1 and TGF-β blockade.
Area of Science:
- Immunology
- Oncology
- Molecular Biology
Background:
- Anti-PD-1/PD-L1 therapies are crucial for anti-tumor activity, correlating with T cell infiltration.
- TGF-β contributes to T cell exclusion, and its inhibition can improve anti-PD-L1 efficacy, but clinical use is limited by toxicity.
- Understanding transcriptional changes in the tumor microenvironment is key to overcoming resistance to PD-L1 blockade.
Purpose of the Study:
- To elucidate the transcriptomic effects of PD-L1 and TGF-β blockade in the tumor microenvironment.
- To identify novel strategies to enhance T cell infiltration and the efficacy of anti-PD-L1 therapy.
- To find alternatives or complementary approaches to current combination therapies.
Main Methods:
- Single-cell RNA sequencing was employed in a mouse model to analyze transcriptomic changes.
- Nearly 30,000 single cells within the tumor and microenvironment were studied.
- Publicly available human cancer transcriptome data was analyzed for chemokine gene associations.
Main Results:
- Combination blockade upregulated immune response and chemokine genes (e.g., CCL5) in macrophages.
- Extracellular matrix genes were downregulated in fibroblasts.
- The chemokine CCL5 was linked to immune cell infiltration in human cancers and enhanced anti-PD-L1 efficacy in vivo.
Conclusions:
- Data can inform translational strategies, potentially serving as biomarkers or identifying new therapeutic targets.
- CCL5 administration enhanced cytotoxic lymphocytes and anti-tumor activity, suggesting its potential therapeutic role.
- Findings offer alternatives to anti-PD-L1 plus anti-TGF-β combination therapy to overcome resistance.
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