Grätz Christian, Changoer Prashant, Chiang Dapi Menglin, Kersting Johannes, Jaeger Martin, Netea-Maier Romana, Wudy Susanne I, Ludwig Christina, List Markus, Kirchner Benedikt, Reithmair Marlene, Pfaffl Michael W
Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Freising, Germany.
Data Science in Systems Biology, School of Life Sciences, Technical University of Munich, Munich, Germany.
Sci Rep. 2025 Sep 12;15(1):32464. doi: 10.1038/s41598-025-18319-w.
Anaplastic thyroid cancer (ATC) is an aggressive and rare disease. Rapid metastasis and limited treatments call for additional therapeutic options, including drug repurposing. The early spreading of ATC highlights the importance of rapid therapy success assessment, which could be achieved by measurement of extracellular vesicle (EV)-associated cell-free RNA in liquid biopsy samples. Recent studies have discovered the potential of the receptor tyrosine kinase inhibitor vandetanib for ATC treatment in vitro and in vivo. Given the rarity of ATC patients receiving off-label vandetanib treatment, acquiring patient samples for clinical studies is a prolonged process, and pre-clinical investigations are needed to elucidate the effects of vandetanib on ATC cells. Here, we present an in vitro study addressing holistic transcriptional and proteomic changes induced in the ATC cell line Cal62 by three doses of vandetanib and quantified by high-throughput methods. By comparing the transcriptional and proteomic data sets and applying dimensional reduction models such as sparse partial least-squares discriminant analysis, we refined a set of 21 biomarker candidates. Out of these, we report a final signature of eight transcriptional biomarkers, validated in cellular and cell-free RNA by RT-qPCR and verified for biological significance and discriminatory power by pathway over-representation analysis and partial least-squares regression. This transcriptional biomarker signature can distinguish vandetanib treatment from control in cell-free RNA isolated from Cal62 EVs and can be measured reliably, easily, and quickly using RT-qPCR. Our findings may serve as a basis for future clinical trials with liquid biopsy samples from ATC patients undergoing off-label vandetanib treatment.
间变性甲状腺癌(ATC)是一种侵袭性强且罕见的疾病。快速转移和治疗手段有限促使人们寻求更多治疗选择,包括药物重新利用。ATC的早期扩散凸显了快速评估治疗效果的重要性,这可以通过检测液体活检样本中细胞外囊泡(EV)相关的游离RNA来实现。最近的研究发现受体酪氨酸激酶抑制剂凡德他尼在体外和体内对ATC治疗具有潜力。鉴于接受凡德他尼非标签治疗的ATC患者数量稀少,获取临床研究的患者样本是一个漫长的过程,因此需要进行临床前研究以阐明凡德他尼对ATC细胞的作用。在此,我们展示了一项体外研究,该研究探讨了三剂量凡德他尼在ATC细胞系Cal62中诱导的整体转录和蛋白质组变化,并通过高通量方法进行了量化。通过比较转录组和蛋白质组数据集,并应用如稀疏偏最小二乘判别分析等降维模型,我们筛选出了一组21个候选生物标志物。其中,我们报告了一个由八个转录生物标志物组成的最终特征,通过RT-qPCR在细胞和游离RNA中进行了验证,并通过通路过度表达分析和偏最小二乘回归验证了其生物学意义和判别能力。这种转录生物标志物特征可以在从Cal62 EVs中分离的游离RNA中区分凡德他尼治疗组和对照组,并且可以使用RT-qPCR可靠、轻松且快速地进行测量。我们的研究结果可能为未来对接受凡德他尼非标签治疗的ATC患者进行液体活检样本的临床试验提供基础。