Multi-omics analyses of glucose metabolic reprogramming in colorectal cancer

被引:8
作者
Huang, Maosen [1 ]
Wu, Yancen [1 ]
Cheng, Linyao [1 ]
Fu, Lihua [1 ]
Yan, Haochao [1 ]
Ru, Haiming [1 ,2 ]
Mo, Xianwei [1 ,2 ]
Yan, Linhai [1 ,2 ]
Su, Zijie [1 ,3 ]
机构
[1] Guangxi Med Univ, Guangxi Clin Res Ctr Colorectal Canc, Canc Hosp, Nanning, Guangxi, Peoples R China
[2] Guangxi Med Univ, Dept Gastrointestinal Surg, Canc Hosp, Nanning, Guangxi, Peoples R China
[3] Guangxi Med Univ, Dept Res, Canc Hosp, Nanning, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-omics; glucose metabolic reprogramming; colorectal cancer; immunology; metastasis;
D O I
10.3389/fimmu.2023.1179699
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundGlucose metabolic reprogramming (GMR) is a cardinal feature of carcinogenesis and metastasis. However, the underlying mechanisms have not been fully elucidated. The aim of this study was to profile the metabolic signature of primary tumor and circulating tumor cells from metastatic colorectal cancer (mCRC) patients using integrated omics analysis. MethodsPET-CT imaging, serum metabolomics, genomics and proteomics data of 325 high 18F-fluorinated deoxyglucose (FDGhigh) mCRC patients were analyzed. The para-tumor, primary tumor and liver metastatic tissues of mCRC patients were used for proteomics analysis. ResultsThe glucose uptake in tumor tissues as per the PET/CT images was correlated to serum levels of glutamic-pyruvic transaminase (ALT), total bilirubin (TBIL), creatinine (CRE). Proteomics analysis indicated that several differentially expressed proteins were enriched in both GMR and epithelial-mesenchymal transition (EMT)-related pathways. Using a tissue-optimized proteomic workflow, we identified novel proteomic markers (e.g. CCND1, EPCAM, RPS6), a novel PCK1-CDK6-INSR protein axis, and a potential role for FOLR (FR) in GMR/EMT of CRC cells. Finally, CEA/blood glucose (CSR) was defined as a new index, which can be used to jointly diagnose liver metastasis of colorectal cancer. ConclusionsGMR in CRC cells is closely associated with the EMT pathway, and this network is a promising source of potential therapeutic targets.
引用
收藏
页数:14
相关论文
共 25 条
[1]   Comprehensive review on lactate metabolism in human health [J].
Adeva-Andany, M. ;
Lopez-Ojen, M. ;
Funcasta-Calderon, R. ;
Ameneiros-Rodriguez, E. ;
Donapetry-Garcia, C. ;
Vila-Altesor, M. ;
Rodriguez-Seijas, J. .
MITOCHONDRION, 2014, 17 :76-100
[2]   Targeting KRAS Mutant CMS3 Subtype by Metabolic Inhibitors [J].
Aguilera, Oscar ;
Serna-Blasco, Roberto .
TARGETED THERAPY OF COLORECTAL CANCER SUBTYPES, 2018, 1110 :23-34
[3]   Cancer metabolism and the Warburg effect: the role of HIF-1 and PI3K [J].
Courtnay, Rupert ;
Ngo, Darleen C. ;
Malik, Neha ;
Ververis, Katherine ;
Tortorella, Stephanie M. ;
Karagiannis, Tom C. .
MOLECULAR BIOLOGY REPORTS, 2015, 42 (04) :841-851
[4]   Genomic Correlates of Immune-Cell Infiltrates in Colorectal Carcinoma [J].
Giannakis, Marios ;
Mu, Xinmeng Jasmine ;
Shukla, Sachet A. ;
Qian, Zhi Rong ;
Cohen, Ofir ;
Nishihara, Reiko ;
Bahl, Samira ;
Cao, Yin ;
Amin-Mansour, Ali ;
Yamauchi, Mai ;
Sukawa, Yasutaka ;
Stewart, Chip ;
Rosenberg, Mara ;
Mima, Kosuke ;
Inamura, Kentaro ;
Nosho, Katsuhiko ;
Nowak, Jonathan A. ;
Lawrence, Michael S. ;
Giovannucci, Edward L. ;
Chan, Andrew T. ;
Ng, Kimmie ;
Meyerhardt, Jeffrey A. ;
Van Allen, Eliezer M. ;
Getz, Gad ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Wu, Catherine J. ;
Fuchs, Charles S. ;
Ogino, Shuji ;
Garraway, Levi A. .
CELL REPORTS, 2016, 15 (04) :857-865
[5]   Folic acid mediates activation of the pro-oncogene STAT3 via the Folate Receptor alpha [J].
Hansen, Mariann F. ;
Greibe, Eva ;
Skovbjerg, Signe ;
Rohde, Sarah ;
Kristensen, Anders C. M. ;
Jensen, Trine R. ;
Stentoft, Charlotte ;
Kjaer, Karina H. ;
Kronborg, Camilla S. ;
Martensen, Pia M. .
CELLULAR SIGNALLING, 2015, 27 (07) :1356-1368
[6]   The role of tumor suppressor p53 in metabolism and energy regulation, and its implication in cancer and lifestyle-related diseases [J].
Hashimoto, Naoko ;
Nagano, Hidekazu ;
Tanaka, Tomoaki .
ENDOCRINE JOURNAL, 2019, 66 (06) :485-496
[7]   The PI3K-AKT network at the interface of oncogenic signalling and cancer metabolism [J].
Hoxhaj, Gerta ;
Manning, Brendan D. .
NATURE REVIEWS CANCER, 2020, 20 (02) :74-88
[8]   Cancer acidity: An ultimate frontier of tumor immune escape and a novel target of immunomodulation [J].
Huber, Veronica ;
Camisaschi, Chiara ;
Berzi, Angela ;
Ferro, Simona ;
Lugini, Luana ;
Triulzi, Tiziana ;
Tuccitto, Alessandra ;
Tagliabue, Elda ;
Castelli, Chiara ;
Rivoltini, Licia .
SEMINARS IN CANCER BIOLOGY, 2017, 43 :74-89
[9]   Targeting metabolic reprogramming in KRAS-driven cancers [J].
Kawada, Kenji ;
Toda, Kosuke ;
Sakai, Yoshiharu .
INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY, 2017, 22 (04) :651-659
[10]   Snail reprograms glucose metabolism by repressing phosphofructokinase PFKP allowing cancer cell survival under metabolic stress [J].
Kim, Nam Hee ;
Cha, Yong Hoon ;
Lee, Jueun ;
Lee, Seon-Hyeong ;
Yang, Ji Hye ;
Yun, Jun Seop ;
Cho, Eunae Sandra ;
Zhang, Xianglan ;
Nam, Miso ;
Kim, Nami ;
Yuk, Young-Su ;
Cha, So Young ;
Lee, Yoonmi ;
Ryu, Joo Kyung ;
Park, Sunghyouk ;
Cheong, Jae-Ho ;
Kang, Sang Won ;
Kim, Soo-Youl ;
Hwang, Geum-Sook ;
Yook, Jong In ;
Kim, Hyun Sil .
NATURE COMMUNICATIONS, 2017, 8