Verduin Maikel, Hoosemans Linde, Vanmechelen Maxime, van Heumen Mike, Piepers Jolanda A F, Astuti Galuh, Ackermans Linda, Schijns Olaf E M G, Kampen Kim R, Tjan-Heijnen Vivianne C G, de Barbanson Buys A, Postma Alida A, Eekers Danielle B P, Broen Martijn P G, Beckervordersandforth Jan, Staňková Katerina, de Smet Frederik, Rich Jeremy, Hubert Christopher G, Gimenez Gregory, Chatterjee Aniruddha, Hoeben Ann, Vooijs Marc A
Department of Radiation Oncology (Maastro), GROW School for Oncology and Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands.
Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research Unit, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium.
Neurooncol Adv. 2023 Nov 25;5(1):vdad152. doi: 10.1093/noajnl/vdad152. eCollection 2023 Jan-Dec.
Treatment resistance and tumor relapse are the primary causes of mortality in glioblastoma (GBM), with intratumoral heterogeneity playing a significant role. Patient-derived cancer organoids have emerged as a promising model capable of recapitulating tumor heterogeneity. Our objective was to develop patient-derived GBM organoids (PGO) to investigate treatment response and resistance.
GBM samples were used to generate PGOs and analyzed using whole-exome sequencing (WES) and single-cell karyotype sequencing. PGOs were subjected to temozolomide (TMZ) to assess viability. Bulk RNA sequencing was performed before and after TMZ.
WES analysis on individual PGOs cultured for 3 time points (1-3 months) showed a high inter-organoid correlation and retention of genetic variants (range 92.3%-97.7%). Most variants were retained in the PGO compared to the tumor (range 58%-90%) and exhibited similar copy number variations. Single-cell karyotype sequencing demonstrated preservation of genetic heterogeneity. Single-cell multiplex immunofluorescence showed maintenance of cellular states. TMZ treatment of PGOs showed a differential response, which largely corresponded with promoter methylation. Differentially expressed genes before and after TMZ revealed an upregulation of the JNK kinase pathway. Notably, the combination treatment of a kinase inhibitor and TMZ demonstrated a synergistic effect.
Overall, these findings demonstrate the robustness of PGOs in retaining the genetic and phenotypic heterogeneity in culture and the application of measuring clinically relevant drug responses. These data show that PGOs have the potential to be further developed into avatars for personalized adaptive treatment selection and actionable drug target discovery and as a platform to study GBM biology.
治疗耐药性和肿瘤复发是胶质母细胞瘤(GBM)死亡的主要原因,肿瘤内异质性起重要作用。患者来源的癌症类器官已成为一种能够概括肿瘤异质性的有前景的模型。我们的目标是开发患者来源的GBM类器官(PGO)以研究治疗反应和耐药性。
使用GBM样本生成PGO,并通过全外显子组测序(WES)和单细胞核型测序进行分析。将PGO用替莫唑胺(TMZ)处理以评估活力。在TMZ处理前后进行批量RNA测序。
对培养3个时间点(1 - 3个月)的单个PGO进行WES分析显示,类器官间具有高度相关性且遗传变异得以保留(范围为92.3% - 97.7%)。与肿瘤相比,大多数变异保留在PGO中(范围为58% - 90%),并表现出相似的拷贝数变异。单细胞核型测序证明遗传异质性得以保留。单细胞多重免疫荧光显示细胞状态得以维持。TMZ处理PGO显示出不同的反应,这在很大程度上与启动子甲基化相对应。TMZ处理前后差异表达的基因显示JNK激酶途径上调。值得注意的是,激酶抑制剂与TMZ联合治疗显示出协同效应。
总体而言,这些发现证明了PGO在培养中保留遗传和表型异质性以及测量临床相关药物反应应用方面的稳健性。这些数据表明,PGO有潜力进一步发展成为用于个性化适应性治疗选择和可操作药物靶点发现的替身,并作为研究GBM生物学的平台。