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Updated: Jan 17, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Personalised immunotherapy strategies informed by single cell profiling in thyroid cancer: a mini review
Ruyu Chen1, Zhimin Wang2, Xueying Chen2
1First Clinical College, Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, China.
Abstract:
Thyroid cancer (TC) is now among the fastest-growing solid tumours, yet therapeutic gains remain limited for poorly differentiated, anaplastic and medullary variants whose median survivals are measured in months. Once guided chiefly by histology and single-gene assays, immunotherapy is being reshaped by single-cell profiling, which exposes the cellular mosaics that arbitrate response and resistance. Dissection of more than 150-000 tumour- and immune-cell transcriptomes has uncovered follicular-like, partial EMT-like and dedifferentiated thyrocyte states embedded within 'hot' (CD8hi IFN-γhi), 'cold' (CD8lo) and 'excluded' (stroma-walled) immune niches; these phenotypes correlate with PD-1/LAG-3 expression, macrophage polarisation and radio-iodine refractoriness. Functional studies reveal that SPP1-CD44 and GAS6-AXL crosstalk licenses epithelial-mesenchymal transition while VSIG4+ macrophages blunt cytotoxic T-cell activity, collectively undermining checkpoint blockade. Spatial transcriptomics corroborates these insights, mapping PD-L1-high tumour islets millimetres from CXCL13-rich tertiary lymphoid structures, whereas CITE-seq quantifies actionable checkpoints and cytokine receptors across patient biopsies. Emerging therapeutics mirror this granular knowledge: combinatorial PD-1 + LAG-3 inhibition, CSF-1R-directed macrophage re-programming and TSH-receptor-targeted CAR-T cells are advancing through early-phase trials, while ex-vivo single-cell pharmacotyping aligns drug cocktails with an individual's tumour ecosystem. Early lenvatinib-pembrolizumab or selpercatinib-nivolumab trials show ~40% ORR but grade-3 hypertension >60%, prompting staggered-start designs. These advances sharpen pathogenetic resolution, refine patient selection and accelerate translational pipeline design. By integrating single-cell biology, immunology and endocrine oncology, this review identifies diagnostic blind spots, spotlights drug-repurposing opportunities and charts a roadmap toward personalised immunotherapeutic strategies capable of improving outcomes across the diverse spectrum of thyroid cancer.
Insights
Single-cell profiling reveals diverse thyroid cancer (TC) subtypes and immune microenvironments, guiding new immunotherapies. Personalized strategies integrating single-cell biology promise improved outcomes for refractory TC variants.
Area of Science:
- Single-cell biology and immunology
- Endocrine oncology
- Cancer genomics and transcriptomics
Background:
- Thyroid cancer (TC) shows limited therapeutic progress for aggressive subtypes.
- Immunotherapy for TC is evolving with single-cell profiling.
- Understanding tumour-immune interactions is crucial for treatment resistance.
Purpose of the Study:
- To dissect tumour- and immune-cell transcriptomes in TC.
- To identify cellular phenotypes and immune niches influencing treatment response.
- To explore novel immunotherapeutic strategies for TC.
Main Methods:
- Single-cell RNA sequencing of over 150,000 tumour and immune cells.
- Spatial transcriptomics and CITE-seq for detailed cellular and molecular analysis.
- Functional studies to investigate molecular crosstalk and immune evasion mechanisms.
Main Results:
- Identified follicular-like, EMT-like, and dedifferentiated thyrocyte states in 'hot', 'cold', and 'excluded' immune niches.
- Uncovered crosstalk (SPP1-CD44, GAS6-AXL) driving epithelial-mesenchymal transition.
- Demonstrated VSIG4+ macrophages impairing T-cell activity and PD-L1 expression in tumour islets.
Conclusions:
- Single-cell insights are reshaping TC immunotherapy by revealing cellular heterogeneity and immune evasion.
- Emerging therapeutics include combinatorial checkpoint inhibition and targeted cell therapies.
- Personalized immunotherapeutic strategies based on tumour ecosystems offer a roadmap for improved TC outcomes.
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