Integrated multi-omics analyses on patient-derived CRC organoids highlight altered molecular pathways in colorectal cancer progression involving PTEN

PTEN公司 转录组 生物 类有机物 结直肠癌 蛋白质基因组学 计算生物学 精密医学 基因组学 外显子组测序 蛋白质组学 个性化医疗 癌症 癌症研究 生物信息学 基因 遗传学 突变 基因组 基因表达 PI3K/AKT/mTOR通路 细胞凋亡
作者
Marta Codrich,Emiliano Dalla,Catia Mio,Giulia Antoniali,Matilde Clarissa Malfatti,Stefania Marzinotto,Mariaelena Pierobon,Elisa Baldelli,Carla Di Loreto,Giuseppe Damante,Giovanni Terrosu,Carlo Pucillo,Gianluca Tell
出处
期刊:Journal of Experimental & Clinical Cancer Research [Springer Nature]
卷期号:40 (1) 被引量:35
标识
DOI:10.1186/s13046-021-01986-8
摘要

Colorectal cancer (CRC) represents the fourth leading cause of cancer-related deaths. The heterogeneity of CRC identity limits the usage of cell lines to study this type of tumor because of the limited representation of multiple features of the original malignancy. Patient-derived colon organoids (PDCOs) are a promising 3D-cell model to study tumor identity for personalized medicine, although this approach still lacks detailed characterization regarding molecular stability during culturing conditions. Correlation analysis that considers genomic, transcriptomic, and proteomic data, as well as thawing, timing, and culturing conditions, is missing.Through integrated multi-omics strategies, we characterized PDCOs under different growing and timing conditions, to define their ability to recapitulate the original tumor.Whole Exome Sequencing allowed detecting temporal acquisition of somatic variants, in a patient-specific manner, having deleterious effects on driver genes CRC-associated. Moreover, the targeted NGS approach confirmed that organoids faithfully recapitulated patients' tumor tissue. Using RNA-seq experiments, we identified 5125 differentially expressed transcripts in tumor versus normal organoids at different time points, in which the PTEN pathway resulted of particular interest, as also confirmed by further phospho-proteomics analysis. Interestingly, we identified the PTEN c.806_817dup (NM_000314) mutation, which has never been reported previously and is predicted to be deleterious according to the American College of Medical Genetics and Genomics (ACMG) classification.The crosstalk of genomic, transcriptomic and phosphoproteomic data allowed to observe that PDCOs recapitulate, at the molecular level, the tumor of origin, accumulating mutations over time that potentially mimic the evolution of the patient's tumor, underlining relevant potentialities of this 3D model.
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