Ni Juan, Chen Yang, Li Ningning, Sun Diandian, Ju Haixing, Chen Zhongjian
Institute of Cancer and Basic Medicine (IBMC), Chinese Academy of Sciences, Hangzhou, China.
Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China.
Transl Cancer Res. 2021 Apr;10(4):1813-1825. doi: 10.21037/tcr-20-3406.
Colorectal cancer (CRC) is a common gastrointestinal tumor with subtle, often undetectable early symptoms, which means that upon diagnosis, patients often present in the middle or late stages of disease. Therefore, the need for an effective biomarker for the early diagnosis and development of novel therapeutic targets is urgent to prolong patient survival time and reduce mortality.
Twenty mice were randomly divided into patient-derived xenograft (PDX) model (transplantation of fresh CRC tumor samples) and control groups (10 mice in each group). All the animals were euthanized using isoflurane at the end of the experiment. Gas chromatography-mass spectrometry (GC-MS)-based metabolomic profiling was performed to investigate the differential metabolites in the serum, and publicly available gene expression data (GSE106582) were analyzed to determine dysregulated metabolic pathways. Joint pathway analysis was used to identify potential metabolic targets. Immunohistochemistry analysis was performed to confirm the presence of the identified targets at the protein level.
A total of 96 differential circulating metabolites were identified, which were predominantly involved in amino acid metabolism. In particular, the serum levels of amino acids such as phenylalanine and aspartic acid were significantly downregulated in the PDX group, suggesting an increased consumption of amino acids in CRC. Moreover, both the mRNA and protein levels of the amino acid transporters, SLC7A5 and SLC1A5, were found to be upregulated in CRC.
By combining GC-MS-based metabolomics profiling with a PDX model of CRC our study successfully identified potential diagnostic circulating metabolites. Dysregulated amino acid metabolism was found to be a significant feature of CRC. The amino acid transporters, SLC7A5 and SLC1A5, were identified as potential metabolic therapeutic targets. This study furthers the understanding of the metabolic processes involved in CRC.
结直肠癌(CRC)是一种常见的胃肠道肿瘤,早期症状不明显,常常难以察觉,这意味着在确诊时,患者往往已处于疾病的中晚期。因此,迫切需要一种有效的生物标志物用于早期诊断并开发新的治疗靶点,以延长患者生存时间并降低死亡率。
将20只小鼠随机分为患者来源的异种移植(PDX)模型组(移植新鲜CRC肿瘤样本)和对照组(每组10只小鼠)。实验结束时,使用异氟烷对所有动物实施安乐死。采用基于气相色谱-质谱联用(GC-MS)的代谢组学分析来研究血清中的差异代谢物,并分析公开可用的基因表达数据(GSE106582)以确定失调的代谢途径。采用联合途径分析来识别潜在的代谢靶点。进行免疫组织化学分析以在蛋白质水平确认所识别靶点的存在。
共鉴定出96种差异循环代谢物,主要参与氨基酸代谢。特别是,PDX组中苯丙氨酸和天冬氨酸等氨基酸的血清水平显著下调,表明CRC中氨基酸消耗增加。此外,发现氨基酸转运蛋白SLC7A5和SLC1A5的mRNA和蛋白质水平在CRC中均上调。
通过将基于GC-MS的代谢组学分析与CRC的PDX模型相结合,我们的研究成功识别出潜在的循环诊断代谢物。发现氨基酸代谢失调是CRC的一个显著特征。氨基酸转运蛋白SLC7A5和SLC1A5被识别为潜在的代谢治疗靶点。本研究进一步加深了对CRC所涉及代谢过程的理解。