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Updated: May 11, 2026

Detecting Somatic Genetic Alterations in Tumor Specimens by Exon Capture and Massively Parallel Sequencing
Published on: October 18, 2013
Massively parallel interrogation of human functional variants modulating cancer immunosurveillance
Ying Liu1,2, Yongshuo Liu1,3, Xuran Niu1
1Biomedical Pioneering Innovation Center, Beijing Advanced Innovation Center for Genomics, Peking-Tsinghua Center for Life Sciences, Peking University Genome Editing Research Center, State Key Laboratory of Gene Function and Modulation Research, School of Life Sciences, Peking University, Beijing, China.
Abstract:
Anti-PD-1/PD-L1 immune checkpoint blockade (ICB) therapy has revolutionized clinical cancer treatment, while abnormal PD-L1 or HLA-I expression in patients can significantly impact the therapeutic efficacy. Somatic mutations in cancer cells that modulate these critical regulators are closely associated with tumor progression and ICB response. However, a systematic interpretation of cancer immune-related mutations is still lacking. Here, we harnessed the ABEmax system to establish a large-scale sgRNA library encompassing approximately 820,000 sgRNAs that target all feasible serine/threonine/tyrosine residues across the human genome, which systematically unveiled thousands of novel mutations that decrease or augment PD-L1 or HLA-I expression. Beyond residues associated with phosphorylation events, our screens also identified functional mutations that affect mRNA or protein stability, DNA binding capacity, protein-protein interactions, and enzymatic catalytic activity, leading to either gene inactivation or activation. Notably, we uncovered certain mutations that concurrently modulate PD-L1 and HLA-I expression, represented by the clinically relevant mutation SETD2_Y1666. We demonstrated that this mutation induces consistent phenotypic effects across multiple cancer cell lines and enhances the efficacy of immunotherapy in different tumor models. Our findings provide an unprecedented resource of functional residues that regulate cancer immunosurveillance, offering valuable guidance for clinical diagnosis, ICB therapy, and the development of innovative drugs for cancer treatment.
Insights
This study identifies thousands of novel cancer mutations affecting PD-L1 and HLA-I expression, crucial for immunotherapy response. A specific mutation, SETD2_Y1666, enhances anti-cancer immune responses and immunotherapy efficacy.
Area of Science:
- Cancer immunology
- Genomics
- Molecular biology
Background:
- Immune checkpoint blockade (ICB) therapy, targeting PD-1/PD-L1, has transformed cancer treatment.
- Tumor cell expression of PD-L1 and HLA-I critically influences ICB efficacy.
- Somatic mutations impacting these regulators are linked to tumor progression and treatment response, yet a comprehensive understanding is lacking.
Purpose of the Study:
- To systematically identify and characterize cancer mutations that modulate PD-L1 and HLA-I expression.
- To explore the functional impact of these mutations on cancer immunosurveillance and ICB response.
- To provide a resource for guiding clinical diagnosis and developing novel cancer therapies.
Main Methods:
- Utilized the ABEmax system to create a large-scale sgRNA library (approx. 820,000 sgRNAs) targeting genome-wide serine, threonine, and tyrosine residues.
- Conducted systematic screens to identify mutations affecting PD-L1 or HLA-I expression.
- Investigated functional mechanisms including effects on mRNA/protein stability, DNA binding, protein interactions, and enzymatic activity.
Main Results:
- Discovered thousands of novel mutations that decrease or increase PD-L1 or HLA-I expression.
- Identified mutations impacting diverse cellular processes beyond phosphorylation, such as gene regulation and protein stability.
- Uncovered mutations concurrently modulating both PD-L1 and HLA-I, exemplified by SETD2_Y1666.
- Demonstrated that SETD2_Y1666 induces consistent phenotypic effects and enhances immunotherapy efficacy in preclinical models.
Conclusions:
- This research provides an extensive catalog of functional residues regulating cancer immune evasion.
- The findings offer valuable insights for improving clinical diagnosis and patient stratification for ICB therapy.
- The identified mutations and mechanisms pave the way for developing targeted cancer immunotherapies.
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