Cancer cells have several specific metabolic features, which have been explored for targeted therapies. Agents that promote apoptosis in tumors are currently considered as a powerful tool for cancer therapeutics. The present study aimed to design a fast, reliable and robust system for metabolite measurements in cells lines to observe impact of apoptosis on the metabolome. For that purpose the NBS (newborn screen) mass spectrometry-based metabolomics assay was adapted for cell culture approach. In HEK 293 and in cancer cell lines HepG2, PC3, and MCF7 we searched for metabolic biomarkers of apoptosis differing from that of necrosis. Already nontreated cell lines revealed distinct concentrations of metabolites. Several metabolites indicative for apoptotic processes in cell culture including aspartate, glutamate, methionine, alanine, glycine, propionyl carnitine (C3-carnitine), and malonyl carnitine (C3DC-carnitine) were observed. In some cell lines metabolite changes were visible as early as 4 h after apoptosis induction and preceeding the detection by caspase 3/7 assay. We demonstrated for the first time that the metabolomic signatures might be used in the tests of efficacy of agents causing apoptosis in cell culture. These signatures could be obtained in fast high-throughput screening.
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Univ Munich, Fac Biol, Planegg Martinsried, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Altmaier, Elisabeth
Kastenmueller, Gabi
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Kastenmueller, Gabi
Roemisch-Margl, Werner
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Roemisch-Margl, Werner
Thorand, Barbara
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Thorand, Barbara
Weinberger, Klaus M.
论文数: 0引用数: 0
h-index: 0
机构:
Biocrates Life Sci AG, Innsbruck, AustriaHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Weinberger, Klaus M.
Adamski, Jerzy
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Genome Anal Ctr, Inst Expt Genet, D-85764 Neuherberg, Germany
Tech Univ Munich, Life & Food Sci Ctr Weihenstephan, Inst Expt Genet, D-8050 Freising Weihenstephan, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Adamski, Jerzy
Illig, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Illig, Thomas
Doering, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Doering, Angela
Suhre, Karsten
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Univ Munich, Fac Biol, Planegg Martinsried, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Lab, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Bais, Preeti
Moon, Stephanie M.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Biochem Biophys & Mol Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Moon, Stephanie M.
He, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
He, Kun
Leitao, Ricardo
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Leitao, Ricardo
Dreher, Kate
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Dreher, Kate
Walk, Tom
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Walk, Tom
Sucaet, Yves
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Lab, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Sucaet, Yves
Barkan, Lenore
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Inst Biol Chem, Pullman, WA 99164 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Barkan, Lenore
Wohlgemuth, Gert
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Mol & Cellular Biol, Davis, CA 95616 USA
Univ Calif Davis, Genome Ctr, Davis, CA 95616 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Wohlgemuth, Gert
Roth, Mary R.
论文数: 0引用数: 0
h-index: 0
机构:
Kansas State Univ, Div Biol, Manhattan, KS 66506 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Roth, Mary R.
Wurtele, Eve Syrkin
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Dept Genet Dev & Cell Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Wurtele, Eve Syrkin
Dixon, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Stat, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Dixon, Philip
Fiehn, Oliver
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Mol & Cellular Biol, Davis, CA 95616 USA
Univ Calif Davis, Genome Ctr, Davis, CA 95616 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Fiehn, Oliver
Lange, B. Markus
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Inst Biol Chem, Pullman, WA 99164 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Lange, B. Markus
Shulaev, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Shulaev, Vladimir
Sumner, Lloyd W.
论文数: 0引用数: 0
h-index: 0
机构:
Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73401 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Sumner, Lloyd W.
Welti, Ruth
论文数: 0引用数: 0
h-index: 0
机构:
Kansas State Univ, Div Biol, Manhattan, KS 66506 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Welti, Ruth
Nikolau, Basil J.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Biochem Biophys & Mol Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Nikolau, Basil J.
Rhee, Seung Y.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Rhee, Seung Y.
Dickerson, Julie A.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Univ Munich, Fac Biol, Planegg Martinsried, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Altmaier, Elisabeth
Kastenmueller, Gabi
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Kastenmueller, Gabi
Roemisch-Margl, Werner
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Roemisch-Margl, Werner
Thorand, Barbara
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Thorand, Barbara
Weinberger, Klaus M.
论文数: 0引用数: 0
h-index: 0
机构:
Biocrates Life Sci AG, Innsbruck, AustriaHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Weinberger, Klaus M.
Adamski, Jerzy
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Genome Anal Ctr, Inst Expt Genet, D-85764 Neuherberg, Germany
Tech Univ Munich, Life & Food Sci Ctr Weihenstephan, Inst Expt Genet, D-8050 Freising Weihenstephan, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Adamski, Jerzy
Illig, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Illig, Thomas
Doering, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, D-85764 Neuherberg, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Doering, Angela
Suhre, Karsten
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
Univ Munich, Fac Biol, Planegg Martinsried, GermanyHelmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Lab, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Bais, Preeti
Moon, Stephanie M.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Biochem Biophys & Mol Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Moon, Stephanie M.
He, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
He, Kun
Leitao, Ricardo
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Leitao, Ricardo
Dreher, Kate
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Dreher, Kate
Walk, Tom
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Walk, Tom
Sucaet, Yves
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Lab, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Sucaet, Yves
Barkan, Lenore
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Inst Biol Chem, Pullman, WA 99164 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Barkan, Lenore
Wohlgemuth, Gert
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Mol & Cellular Biol, Davis, CA 95616 USA
Univ Calif Davis, Genome Ctr, Davis, CA 95616 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Wohlgemuth, Gert
Roth, Mary R.
论文数: 0引用数: 0
h-index: 0
机构:
Kansas State Univ, Div Biol, Manhattan, KS 66506 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Roth, Mary R.
Wurtele, Eve Syrkin
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Dept Genet Dev & Cell Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Wurtele, Eve Syrkin
Dixon, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Stat, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Dixon, Philip
Fiehn, Oliver
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Mol & Cellular Biol, Davis, CA 95616 USA
Univ Calif Davis, Genome Ctr, Davis, CA 95616 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Fiehn, Oliver
Lange, B. Markus
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Inst Biol Chem, Pullman, WA 99164 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Lange, B. Markus
Shulaev, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Virginia Bioinformat Inst, Blacksburg, VA 24061 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Shulaev, Vladimir
Sumner, Lloyd W.
论文数: 0引用数: 0
h-index: 0
机构:
Samuel Roberts Noble Fdn Inc, Div Plant Biol, Ardmore, OK 73401 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Sumner, Lloyd W.
Welti, Ruth
论文数: 0引用数: 0
h-index: 0
机构:
Kansas State Univ, Div Biol, Manhattan, KS 66506 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Welti, Ruth
Nikolau, Basil J.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Biochem Biophys & Mol Biol, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Nikolau, Basil J.
Rhee, Seung Y.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Plant Biol, Stanford, CA 94305 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Rhee, Seung Y.
Dickerson, Julie A.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA
Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USAIowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USA