Radioactive and stable isotopes have been applied for decades to elucidate metabolic pathways and quantify carbon flow in cellular systems using mass and isotope balancing approaches. Isotope-labeling experiments can be conducted as a single tracer experiment, or as parallel labeling experiments. In the latter case, several experiments are performed under identical conditions except for the choice of substrate labeling. In this review, we highlight robust approaches for probing metabolism and addressing metabolically related questions though parallel labeling experiments. In the first part, we provide a brief historical perspective on parallel labeling experiments, from the early metabolic studies when radioisotopes were predominant to present-day applications based on stable-isotopes. We also elaborate on important technical and theoretical advances that have facilitated the transition from radioisotopes to stable-isotopes. In the second part of the review, we focus on parallel labeling experiments for C-13-metabolic flux analysis (C-13-MFA). Parallel experiments offer several advantages that include: tailoring experiments to resolve specific fluxes with high precision; reducing the length of labeling experiments by introducing multiple entry-points of isotopes; validating biochemical network models; and improving the performance of C-13-MFA in systems where the number of measurements is limited. We conclude by discussing some challenges facing the use of parallel labeling experiments for C-13-MFA and highlight the need to address issues related to biological variability, data integration, and rational tracer selection. (c) 2012 Elsevier Inc. All rights reserved.
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Alonso, Ana P.
;
Val, Dale L.
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Monsanto Co, Davis, CA 95616 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Val, Dale L.
;
Shachar-Hill, Yair
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机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Alonso, Ana Paula
;
Raymond, Philippe
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Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Raymond, Philippe
;
Hernould, Michel
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Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Hernould, Michel
;
Rondeau-Mouro, Corinne
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INRA, UR 1268 Biopolymeres Interact Assemblages, F-44316 Nantes 03, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Rondeau-Mouro, Corinne
;
de Graaf, Albert
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Maastricht Univ, Dept Surg, NL-6200 MD Maastricht, NetherlandsUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
de Graaf, Albert
;
Chourey, Prem
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USDA, Agr Res Serv, Gainesville, FL 32611 USA
Univ Florida, Gainesville, FL 32611 USAUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Chourey, Prem
;
Lahaye, Marc
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INRA, UR 1268 Biopolymeres Interact Assemblages, F-44316 Nantes 03, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Lahaye, Marc
;
Shachar-Hill, Yair
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机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USAUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Shachar-Hill, Yair
;
Rolin, Dominique
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Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Rolin, Dominique
;
Dieuaide-Noubhani, Martine
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Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Alonso, Ana Paula
;
Dale, Val L.
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机构:Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Dale, Val L.
;
Shachar-Hill, Yair
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h-index: 0
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Alonso, Ana P.
;
Val, Dale L.
论文数: 0引用数: 0
h-index: 0
机构:
Monsanto Co, Davis, CA 95616 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Val, Dale L.
;
Shachar-Hill, Yair
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Alonso, Ana Paula
;
Raymond, Philippe
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机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Raymond, Philippe
;
Hernould, Michel
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h-index: 0
机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Hernould, Michel
;
Rondeau-Mouro, Corinne
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机构:
INRA, UR 1268 Biopolymeres Interact Assemblages, F-44316 Nantes 03, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Rondeau-Mouro, Corinne
;
de Graaf, Albert
论文数: 0引用数: 0
h-index: 0
机构:
Maastricht Univ, Dept Surg, NL-6200 MD Maastricht, NetherlandsUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
de Graaf, Albert
;
Chourey, Prem
论文数: 0引用数: 0
h-index: 0
机构:
USDA, Agr Res Serv, Gainesville, FL 32611 USA
Univ Florida, Gainesville, FL 32611 USAUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Chourey, Prem
;
Lahaye, Marc
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机构:
INRA, UR 1268 Biopolymeres Interact Assemblages, F-44316 Nantes 03, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Lahaye, Marc
;
Shachar-Hill, Yair
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USAUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Shachar-Hill, Yair
;
Rolin, Dominique
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h-index: 0
机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
Rolin, Dominique
;
Dieuaide-Noubhani, Martine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, FranceUniv Bordeaux 1, INRA, Univ Victor Segalen Bordeaux 2, UMR 619 Biol Fruit, F-33883 Villenave Dornon, France
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Alonso, Ana Paula
;
Dale, Val L.
论文数: 0引用数: 0
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机构:Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Dale, Val L.
;
Shachar-Hill, Yair
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h-index: 0
机构:
Michigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA
Great Lakes Bioenergy Res Ctr, E Lansing, MI 48824 USAMichigan State Univ, Dept Plant Biol, E Lansing, MI 48824 USA