Rao Aparna D, Cai Ling, Snyman Marelize, Walsdorf Rachel E, Li Xiangyi, Wix Sophia N, Gard Gabrielle, Brown Ariel B, Kim Juliana, Santos Patricio Joao, Muh Sarah, Martin Sandoval Misty, Zacharias Lauren G, Heimdal Kristen A, Gu Wen, Homsi Jade, Tillman Brittny, Sharma Rohit, Vandergriff Travis W, Solmonson Ashley, Faubert Brandon, Mathews Thomas P, Morrison Sean J, DeBerardinis Ralph J, Gill Jennifer G
Children's Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Nat Metab. 2025 Jul 29. doi: 10.1038/s42255-025-01338-2.
Patient-derived xenografts (PDXs) are frequently used as preclinical models, but their recapitulation of tumour metabolism in patients has not been closely examined. We developed a parallel workflow to analyse [U-C]glucose tracing and metabolomics data from patient melanomas and matched PDXs. Melanomas from patients have substantial TCA cycle labelling, similar to levels in human brain tumours. Although levels of TCA cycle labelling in PDXs were similar to those in the original patient tumours, PDXs had higher labelling in glycolytic metabolites. Through metabolomics, we observed consistent alterations of 100 metabolites among PDXs and patient tumours that reflected species-specific differences in diet, host physiology and microbiota. Despite these differences, most of nearly 200 PDXs retained a 'metabolic fingerprint' largely durable over six passages and often traceable back to the patient tumour of origin. This study identifies both high- and low-fidelity metabolites in the PDX model system, providing a resource for cancer metabolism researchers.
患者来源的异种移植瘤(PDXs)常被用作临床前模型,但它们对患者肿瘤代谢的重现性尚未得到仔细研究。我们开发了一种并行工作流程,用于分析来自患者黑色素瘤和匹配的PDXs的[U-C]葡萄糖示踪和代谢组学数据。患者的黑色素瘤具有大量三羧酸循环标记,类似于人脑肿瘤中的水平。虽然PDXs中的三羧酸循环标记水平与原始患者肿瘤中的相似,但PDXs在糖酵解代谢物中的标记更高。通过代谢组学,我们观察到PDXs和患者肿瘤之间100种代谢物的一致变化,这些变化反映了饮食、宿主生理学和微生物群中的物种特异性差异。尽管存在这些差异,但近200个PDXs中的大多数在六次传代中保留了基本持久的“代谢指纹”,并且通常可追溯到起源的患者肿瘤。这项研究在PDX模型系统中识别出了高保真和低保真代谢物,为癌症代谢研究人员提供了一种资源。