On-tissue chemical derivatization enables spatiotemporal heterogeneity visualization of oxylipins in esophageal cancer xenograft via ambient mass spectrometry imaging

被引:0
作者
Jialin Liu [1 ]
Qingce Zang [1 ]
Xinzhu Li [1 ]
Xinyi Tu [1 ]
Ying Zhu [1 ]
Lingzhi Wang [1 ]
Zitong Zhao [2 ]
Yongmei Song [2 ]
Ruiping Zhang [1 ]
Zeper Abliz [1 ,3 ,4 ]
机构
[1] State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Sciences and Peking Union Medical College
[2] State Key Laboratory of Molecular Oncology, Cancer Institute, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
[3] Key Laboratory of Mass Spectrometry Imaging and Metabolomics (Minzu University of China),National Ethnic Affairs Commission
[4] Center for Imaging and Systems Biology, College of Life and Environmental Sciences, Minzu University of China
关键词
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暂无
中图分类号
R735.1 [食管肿瘤]; O657.63 [质谱分析];
学科分类号
100214 ; 070302 ; 081704 ;
摘要
On-tissue chemical derivatization(OTCD) effectively enhances ionization efficiency of low abundant and poorly ionized functional molecules to improve detection sensitivity and coverage of mass spectrometry imaging(MSI). Combination OTCD and MSI provides a novel strategy for visualizing previously undisclosed metabolic heterogeneity in tumor. Herein, we present a method to visualize heterogeneous metabolism of oxylipins within tumor by coupling OTCD with airflow-assisted desorption electrospray ionization(AFADESI)-MSI. Taking Girard's P as a derivatization reagent, easily ionized hydrazide and quaternary amine groups were introduced into the structure of carbonyl metabolites via condensation reaction. Oxylipins, including 127 fatty aldehydes(FALs) and 71 oxo fatty acids(FAs), were detected and imaged in esophageal cancer xenograft with AFADESI-MSI after OTCD. Then t-distributed stochastic neighbor embedding and random forest were exploited to precisely locate the distribution of oxylipins in heterogeneous tumor tissue. With this method, we surprisingly found almost all FALs and oxo FAs significantly accumulated in the core region of tumor, and exhibited a gradual increase trend in tumor over time. These results reveal spatiotemporal heterogeneity of oxylipins in tumor progression, highlighting the value of OTCD combined with MSI to gain deeper insights into understanding tumor metabolism.
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页码:257 / 261
页数:5
相关论文
共 20 条
[1]   Oxidative Stress and 4-hydroxy-2-nonenal (4-HNE): Implications in the Pathogenesis and Treatment of Aging-related Diseases [J].
Li, Yanling ;
Zhao, Tingting ;
Li, Jiaxin ;
Xia, Mengyao ;
Li, Yuling ;
Wang, Xiaoyu ;
Liu, Chuanguo ;
Zheng, Tingting ;
Chen, Renjie ;
Kan, Dongfang ;
Xie, Yicheng ;
Song, Jingjie ;
Feng, Yu ;
Yu, Tiangui ;
Sun, Peng .
JOURNAL OF IMMUNOLOGY RESEARCH, 2022, 2022
[2]   Peak learning of mass spectrometry imaging data using artificial neural networks [J].
Abdelmoula, Walid M. ;
Lopez, Begona Gimenez-Cassina ;
Randall, Elizabeth C. ;
Kapur, Tina ;
Sarkaria, Jann N. ;
White, Forest M. ;
Agar, Jeffrey N. ;
Wells, William M. ;
Agar, Nathalie Y. R. .
NATURE COMMUNICATIONS, 2021, 12 (01)
[3]   Spatial visualization of comprehensive brain neurotransmitter systems and neuroactive substances by selective in situ chemical derivatization mass spectrometry imaging [J].
Shariatgorji, Reza ;
Nilsson, Anna ;
Fridjonsdottir, Elva ;
Strittmatter, Nicole ;
Dannhorn, Andreas ;
Svenningsson, Per ;
Goodwin, Richard J. A. ;
Odell, Luke R. ;
Andren, Per E. .
NATURE PROTOCOLS, 2021, 16 (07) :3298-3321
[4]  
Roles of Lipid Peroxidation-Derived Electrophiles in Pathogenesis of Colonic Inflammation and Colon Cancer
.[J].Lei Lei;Zhang Jianan;Decker Eric A.;Zhang Guodong.Frontiers in Cell and Developmental Biology.2021,
[5]   Spatially resolved metabolomics combined with multicellular tumor spheroids to discover cancer tissue relevant metabolic signatures [J].
Zang, Qingce ;
Sun, Chenglong ;
Chu, Xiaoping ;
Li, Limei ;
Gan, Wenqiang ;
Zhao, Zitong ;
Song, Yongmei ;
He, Jiuming ;
Zhang, Ruiping ;
Abliz, Zeper .
ANALYTICA CHIMICA ACTA, 2021, 1155
[6]   Visualizing Cholesterol in the Brain by On-Tissue Derivatization and Quantitative Mass Spectrometry Imaging [J].
Angelini, Roberto ;
Yutuc, Eylan ;
Wyatt, Mark F. ;
Newton, Jillian ;
Yusuf, Fowzi A. ;
Griffiths, Lauren ;
Cooze, Benjamin J. ;
El Assad, Dana ;
Frache, Gilles ;
Rao, Wei ;
Allen, Luke B. ;
Korade, Zeljka ;
Nguyen, Thu T. A. ;
Rathnayake, Rathnayake A. C. ;
Cologna, Stephanie M. ;
Howell, Owain W. ;
Clench, Malcolm R. ;
Wang, Yuqin ;
Griffiths, William J. .
ANALYTICAL CHEMISTRY, 2021, 93 (11) :4932-4943
[7]  
Hypoxia-driven intratumor heterogeneity and immune evasion.[J].Stéphane Terry;Agnete S.T. Engelsen;Stéphanie Buart;Walid Shaaban Elsayed;Goutham Hassan Venkatesh;Salem Chouaib.Cancer Letters.2020,
[8]   Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data [J].
Gardner, Wil ;
Maliki, Ruqaya ;
Cutts, Suzanne M. ;
Muir, Benjamin W. ;
Ballabio, Davide ;
Winkler, David A. ;
Pigram, Paul J. .
ANALYTICAL CHEMISTRY, 2020, 92 (15) :10450-10459
[9]   Mass Spectrometry Imaging Combined with Metabolomics Revealing the Proliferative Effect of Environmental Pollutants on Multicellular Tumor Spheroids [J].
Xie, Peisi ;
Liang, Xiaoping ;
Song, Yuanyuan ;
Cai, Zongwei .
ANALYTICAL CHEMISTRY, 2020, 92 (16) :11341-11348
[10]   Localized Metabolomic Gradients in Patient-Derived Xenograft Models of Glioblastoma [J].
Randall, Elizabeth C. ;
Lopez, Begona G. C. ;
Peng, Sen ;
Regan, Michael S. ;
Abdelmoula, Walid M. ;
Basu, Sankha S. ;
Santagata, Sandro ;
Yoon, Haejin ;
Haigis, Marcia C. ;
Agar, Jeffrey N. ;
Tran, Nhan L. ;
Elmquist, William F. ;
White, Forest M. ;
Sarkaria, Jann N. ;
Agar, Nathalie Y. R. .
CANCER RESEARCH, 2020, 80 (06) :1258-1267