Kocher Florian, Amann Arno, Zimmer Kai, Geisler Simon, Fuchs Dietmar, Pichler Renate, Wolf Dominik, Kurz Katharina, Seeber Andreas, Pircher Andreas
Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria.
Division of Biological Chemistry, Biocenter, Medical University of Innsbruck, Innsbruck, Austria.
Transl Lung Cancer Res. 2021 Jan;10(1):304-313. doi: 10.21037/tlcr-20-380.
Metabolic profiling in non-small cell lung cancer (NSCLC) may identify key metabolic vulnerabilities and shows enormous discovery potential. Preclinical studies showed that metabolic rewiring in cancer plays an essential role in modulation of immunotherapy response. However, this situation is understudied in the clinical setting. Therefore, we aimed to evaluate the plasma metabolic profile of immune checkpoint inhibitor (CI) responding versus non-responding NSCLC patients. The aim of this project is to identify potential predictive biomarkers for CI response.
Plasma samples from CI treated NSCLC patients were analysed at baseline and at the first follow up scan by using a broad targeted metabolomics mass spectrometry panel, and were compared to healthy controls. For further validation of identified key alterations high-performance liquid chromatography (HPLC) for tryptophan (Trp) and kynurenine (Kyn) as indicator of IDO-activity was performed.
Sixty-seven metabolites were significantly altered in NSCLC patients compared to healthy controls. The metabolic profile of patients with primary CI resistance showed an increase in indoleamine-2,3-dioxygenase (IDO) and a decrease in branched-chain amino acids (BCAA) compared to baseline concentrations. Deregulated IDO activity was validated by additional HPLC measurements, which revealed that baseline Trp levels were predictive for CI response. According to receiver operating characteristic (ROC)-analysis baseline Trp levels ≥49.3 µmol/L predicted disease control at the first follow up scan with a sensitivity of 89% and a specificity of 71%.
We showed that NSCLC patients are characterized by a distinct metabolic profile compared to healthy controls. Moreover, metabolic changes during CI therapy were observed. Of those IDO metabolism seemed to play an important role in primary CI resistance. Trp as a surrogate parameter of IDO activity is a promising biomarker in patients undergoing treatment with CIs and might be a future marker in trials investigating IDO inhibitors.
非小细胞肺癌(NSCLC)的代谢谱分析可能识别出关键的代谢脆弱性,并显示出巨大的发现潜力。临床前研究表明,癌症中的代谢重编程在免疫治疗反应的调节中起重要作用。然而,这种情况在临床环境中研究较少。因此,我们旨在评估免疫检查点抑制剂(CI)反应性与无反应性NSCLC患者的血浆代谢谱。本项目的目的是识别CI反应的潜在预测生物标志物。
使用广泛靶向代谢组学质谱平台,在基线和首次随访扫描时分析CI治疗的NSCLC患者的血浆样本,并与健康对照进行比较。为进一步验证所确定的关键改变,对色氨酸(Trp)和犬尿氨酸(Kyn)进行高效液相色谱(HPLC)分析,以作为吲哚胺2,3-双加氧酶(IDO)活性的指标。
与健康对照相比,NSCLC患者中有67种代谢物发生了显著改变。与基线浓度相比,原发性CI耐药患者的代谢谱显示吲哚胺2,3-双加氧酶(IDO)增加,支链氨基酸(BCAA)减少。通过额外的HPLC测量验证了IDO活性失调,结果显示基线Trp水平可预测CI反应。根据受试者工作特征(ROC)分析,基线Trp水平≥49.3 µmol/L可预测首次随访扫描时的疾病控制,敏感性为89%,特异性为71%。
我们表明,与健康对照相比,NSCLC患者具有独特的代谢谱。此外,观察到CI治疗期间的代谢变化。其中,IDO代谢似乎在原发性CI耐药中起重要作用。Trp作为IDO活性的替代参数,是接受CI治疗患者中有前景的生物标志物,可能成为研究IDO抑制剂试验中的未来标志物。