Schiele Phillip, Kolling Stefan, Rosnev Stanislav, Junkuhn Charlotte, Walter Anna Luzie, von Einem Jobst Christian, Stintzing Sebastian, Schöning Wenzel, Sauer Igor Maximilian, Modest Dominik Paul, Heinrich Kathrin, Weiss Lena, Heinemann Volker, Bullinger Lars, Frentsch Marco, Na Il-Kang
BIH Center for Regenerative Therapies (BCRT), Therapy-Induced Remodeling in Immuno-Oncology, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany.
Department of Hematology, Oncology and Cancer Immunology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany.
Cells. 2024 Dec 31;14(1):32. doi: 10.3390/cells14010032.
Antibody-dependent cell-mediated cytotoxicity (ADCC) by NK cells is a key mechanism in anti-cancer therapies with monoclonal antibodies, including cetuximab (EGFR-targeting) and avelumab (PDL1-targeting). Fc gamma receptor IIIa (FcγRIIIa) polymorphisms impact ADCC, yet their clinical relevance in NK cell functionality remains debated. We developed two complementary flow cytometry assays: one to predict the FcγRIIIa-V158F polymorphism using a machine learning model, and a 15-color flow cytometry panel to assess antibody-induced NK cell functionality and cancer-immune cell interactions. Samples were collected from healthy donors and metastatic colorectal cancer (mCRC) patients from the FIRE-6-Avelumab phase II study. The machine learning model accurately predicted the FcγRIIIa-V158F polymorphism in 94% of samples. FF homozygous patients showed diminished cetuximab-mediated ADCC compared to VF or VV carriers. In mCRC patients, NK cell dysfunctions were evident as impaired ADCC, decreased CD16 downregulation, and reduced CD137/CD107a induction. Elevated PD1+ NK cell levels, reduced lysis of PDL1-expressing CRC cells and improved NK cell activation in combination with the PDL1-targeting avelumab indicate that the PD1-PDL1 axis contributes to impaired cetuximab-induced NK cell function. Together, these optimized assays effectively identify NK cell dysfunctions in mCRC patients and offer potential for broader application in evaluating NK cell functionality across cancers and therapeutic settings.
自然杀伤细胞介导的抗体依赖性细胞毒性(ADCC)是包括西妥昔单抗(靶向表皮生长因子受体)和阿维鲁单抗(靶向程序性死亡配体1)在内的单克隆抗体抗癌治疗中的关键机制。Fcγ受体IIIa(FcγRIIIa)多态性会影响ADCC,但它们在自然杀伤细胞功能中的临床相关性仍存在争议。我们开发了两种互补的流式细胞术检测方法:一种使用机器学习模型预测FcγRIIIa-V158F多态性,另一种15色流式细胞术面板用于评估抗体诱导的自然杀伤细胞功能以及癌症免疫细胞相互作用。样本取自FIRE-6-阿维鲁单抗II期研究中的健康供体和转移性结直肠癌(mCRC)患者。机器学习模型在94%的样本中准确预测了FcγRIIIa-V158F多态性。与VF或VV携带者相比,FF纯合患者的西妥昔单抗介导的ADCC减弱。在mCRC患者中,自然杀伤细胞功能障碍表现为ADCC受损、CD16下调减少以及CD137/CD107a诱导降低。PD1+自然杀伤细胞水平升高、表达程序性死亡配体1的结直肠癌细胞的裂解减少以及与靶向程序性死亡配体1的阿维鲁单抗联合时自然杀伤细胞激活改善,表明PD1-程序性死亡配体1轴导致西妥昔单抗诱导的自然杀伤细胞功能受损。总之,这些优化的检测方法有效地识别了mCRC患者中的自然杀伤细胞功能障碍,并为在评估跨癌症和治疗环境的自然杀伤细胞功能方面更广泛的应用提供了潜力。