Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data

被引:16
作者
Kumar, Avi [1 ]
Mitchener, Jack [1 ]
King, Zachary A. [1 ]
Metallo, Christian M. [1 ,2 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, 9500 Gilman Dr, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
Stable isotope tracing; Metabolism; Escher; Visualization; Web application; METABOLISM; LIPOGENESIS; NADPH; FLUX; CANCER;
D O I
10.1186/s12859-020-03632-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundStable isotope tracing has become an invaluable tool for probing the metabolism of biological systems. However, data analysis and visualization from metabolic tracing studies often involve multiple software packages and lack pathway architecture. A deep understanding of the metabolic contexts from such datasets is required for biological interpretation. Currently, there is no single software package that allows researchers to analyze and integrate stable isotope tracing data into annotated or custom-built metabolic networks.ResultsWe built a standalone web-based software, Escher-Trace, for analyzing tracing data and communicating results. Escher-Trace allows users to upload baseline corrected mass spectrometer (MS) tracing data and correct for natural isotope abundance, generate publication quality graphs of metabolite labeling, and present data in the context of annotated metabolic pathways. Here we provide a detailed walk-through of how to incorporate and visualize C-13 metabolic tracing data into the Escher-Trace platform.ConclusionsEscher-Trace is an open-source software for analysis and interpretation of stable isotope tracing data and is available at https://escher-trace.github.io/.
引用
收藏
页数:10
相关论文
共 33 条
[1]   Oncogenic R132 IDH1 Mutations Limit NADPH for De Novo Lipogenesis through (D)2-Hydroxyglutarate Production in Fibrosarcoma Sells [J].
Badur, Mehmet G. ;
Muthusamy, Thangaselvam ;
Parker, Seth J. ;
Ma, Shenghong ;
McBrayer, Samuel K. ;
Cordes, Thekla ;
Magana, Jose H. ;
Guan, Kun-Liang ;
Metallo, Christian M. .
CELL REPORTS, 2018, 25 (04) :1018-+
[2]   isoMETLIN: A Database for Isotope-Based Metabolomics [J].
Cho, Kevin ;
Mahieu, Nathaniel ;
Ivanisevic, Julijana ;
Uritboonthai, Winnie ;
Chen, Ying-Jr ;
Siuzdak, Gary ;
Patti, Gary J. .
ANALYTICAL CHEMISTRY, 2014, 86 (19) :9358-9361
[3]   MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis [J].
Chong, Jasmine ;
Soufan, Othman ;
Li, Carin ;
Caraus, Iurie ;
Li, Shuzhao ;
Bourque, Guillaume ;
Wishart, David S. ;
Xia, Jianguo .
NUCLEIC ACIDS RESEARCH, 2018, 46 (W1) :W486-W494
[4]  
Cordes T, 2019, METHODS MOL BIOL, V1978, P219, DOI 10.1007/978-1-4939-9236-2_14
[5]   The biology of cancer: Metabolic reprogramming fuels cell growth and proliferation [J].
DeBerardinis, Ralph J. ;
Lum, Julian J. ;
Hatzivassiliou, Georgia ;
Thompson, Craig B. .
CELL METABOLISM, 2008, 7 (01) :11-20
[6]   Visualizing multi-omics data in metabolic networks with the software Omix-A case study [J].
Droste, Peter ;
Miebach, Stephan ;
Niedenfuehr, Sebastian ;
Wiechert, Wolfgang ;
Noeh, Katharina .
BIOSYSTEMS, 2011, 105 (02) :154-161
[7]   ElemCor: accurate data analysis and enrichment calculation for high-resolution LC-MS stable isotope labeling experiments [J].
Du, Di ;
Tan, Lin ;
Wang, Yumeng ;
Peng, Bo ;
Weinstein, John N. ;
Wondisford, Fredric E. ;
Su, Xiaoyang ;
Lorenzi, Philip L. .
BMC BIOINFORMATICS, 2019, 20 (1)
[8]   Quantitative flux analysis reveals folate-dependent NADPH production [J].
Fan, Jing ;
Ye, Jiangbin ;
Kamphorst, Jurre J. ;
Shlomi, Tomer ;
Thompson, Craig B. ;
Rabinowitz, Joshua D. .
NATURE, 2014, 510 (7504) :298-+
[9]   Reductive glutamine metabolism is a function of the α-ketoglutarate to citrate ratio in cells [J].
Fendt, Sarah-Maria ;
Bell, Eric L. ;
Keibler, Mark A. ;
Olenchock, Benjamin A. ;
Mayers, Jared R. ;
Wasylenko, Thomas M. ;
Vokes, Natalie I. ;
Guarente, Leonard ;
Vander Heiden, Matthew G. ;
Stephanopoulos, Gregory .
NATURE COMMUNICATIONS, 2013, 4
[10]  
Fernandez CA, 1996, J MASS SPECTROM, V31, P255, DOI 10.1002/(SICI)1096-9888(199603)31:3<255::AID-JMS290>3.0.CO