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An analysis of metabolic fluxes in contracting human muscle Gregory J. Crowther Dept. of Physiology & Biophysics University of Washington (Seattle) ATP
Energy metabolism in muscle H +  &   Lactate Glucose ATP ATP supply ATP demand (contractile cost) (oxidative phosphorylation) (glycolysis)
Questions Why  study cellular metabolism in muscle ? How can metabolic fluxes be quantified using phosphorus NMR spectroscopy? What turns glycolysis on and off? How is muscle metabolism affected by type 1 diabetes mellitus?   Intro: Methods: Results:
Definitions NMR nuclear magnetic resonance PCr phosphocreatine (an ATP buffer) HP hexose phosphates (substrates of glycolysis) “ metabolites” P i , ADP, AMP (products of ATP hydrolysis)
Introduction: Why  study cellular metabolism in muscle ?
Why  study cellular metabolism ? C ellular metabolism  . . . •  is central to the existence of all cells. •  has important whole-organ and whole-body consequences. •  can be harnessed to  spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
Why  study cellular metabolism ? X C ellular metabolism  . . . •  is central to the existence of all cells. •  has important whole-organ and whole-body consequences. •  can be harnessed to  spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
Why  study cellular metabolism ? X C ellular metabolism  . . . •  is central to the existence of all cells. •  has important whole-organ and whole-body consequences. •  can be harnessed to  spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH GAPDH PFK PGK PK ethanol PGI HK ALD PGM ENO PDC glucose ADH
Why  study cellular metabolism ? We don’t know . . . •  What are the  pathway  flux rates  in vivo ? •  How are these rates up- and downregulated? GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
Why  study cellular metabolism in  muscle ? Advantages of muscle . . . •  huge range of fluxes •  ~40% of human body mass •  critical to physical  performance and well-being •  can study muscles  specialized for different tasks McArdle et al.,  Essentials of exercise physiology , 1994
Methods: How can metabolic fluxes be quantified  using phosphorus NMR spectroscopy?
The basic idea Force [PCr] Time
Simultaneous collection  of NMR and force data •  in vivo •  noninvasive NMR coil force transducer
NMR reveals  metabolic changes •  good time resolution
[ATP] remains constant  during exercise and recovery ischemia exercise [PCr] Time [ATP] [P i ]
PCr keeps [ATP] constant Therefore changes in [PCr] reflect changes in ATP production/consumption.   ADP + PCr +   H +   Cr + ATP ATP  ADP + P i  +   H + PCr +   H +   Cr + P i
Quantifying contractile cost ATP consumption at the start of ischemic exercise is not “contaminated” by glycolytic or oxidative ATP production.
Quantifying oxidative phosphorylation rate constant  k PCr  = 1/tau rapid recovery --> high  k PCr  --> high oxidative capacity
Quantifying glycolysis Recall:  Under ischemic conditions, glycolytic H +  production = (  pH)*(  ) + (  )*(  PCr)    is the muscle buffer capacity ( Conley et al.,  Am J Physiol   273 : C306, 1997 ) PCr +   H +   Cr + P i
Results: What turns glycolysis on and off?
Potential controllers of glycolysis Metabolites P i , ADP, and AMP are substrates and allosteric activators of glycolytic enzymes Calcium glycolysis    stimulation frequency (Conley et al.,  Am J Physiol   273 : C306, 1997) Hexose phosphates substrates for glycolysis + + + + + GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
Turning off glycolysis  after exercise calcium important Post-exercise time Glycolytic rate calcium unimportant
Evidence of post-exercise glycolysis •  pH falls due to continued lactic acid production  •  [PCr] rises due to continued glycolytic ATP production
Agreement of two estimates of post-exercise glycolysis
Time course of post-exercise glycolysis The cessation of glycolysis must reflect the decline of a muscle activation-related factor such as calcium. calcium unimportant calcium important
Turning on glycolysis at the start of exercise What mechanism is responsible for this delayed onset?
Testing the importance  of metabolites 2 bouts of exercise Will glycolysis begin sooner in Bout 2 (when metabolites are high)  than in Bout 1 (when metabolites are low)?
Glycolysis begins earlier  in Bout 2 than in Bout 1
The onset of glycolysis  coincides with elevated metabolites aerobic rest  onset of flux [P i ]    3.4-3.8  16.2-20.6 [ADP]   0.013-0.014  0.080-0.121 [AMP]   2x10 -5 -3x10 -5   0.0008-0.0012 (All concentrations in mM.)
Summary of glycolysis data To initiate and sustain high rates of glycolysis, both elevated metabolite levels and a muscle activation-related factor such as calcium are needed.
Results (continued):  How is muscle metabolism affected  by type 1 diabetes mellitus?
Little is known about muscle metabolism  in people with type 1 diabetes Rat models suggest that diabetes-induced changes may be completely reversed by insulin treatment (Ianuzzo et al.,  J Appl Physiol   52 : 1471, 1982; Noble & Ianuzzo,  Am J Physiol   249 : E360, 1985). We asked whether careful treatment of type 1 diabetes with insulin restores human muscle metabolism to normal.
Subjects 10 men with type 1 diabetes and 10 male age- and activity-matched control subjects All diabetic subjects used insulin injections to keep blood glucose levels under  good clinical control :  •  glycosylated hemoglobin (Hb A1c ) levels   7%  •  no glucose in the urine
No significant difference in force
Glycolysis occurs “early and often” in diabetic subjects Earlier onset Higher peak rate
Oxidative recovery rate is slower in diabetic subjects
Contractile cost:  difference not significant
Summary of diabetes data Elimination of symptoms of type 1 diabetes does not normalize muscle properties. The observed abnormalities in glycolytic and oxidative fluxes suggest that diabetes causes a shift in the metabolic profile of the muscle.
Future work
Acknowledgments Advisers Kevin Conley Marty Kushmerick UW Departments Physiology & Biophysics Radiology Funding National Institutes of Health National Science Foundation
Acknowledgments (continued) Coworkers Cathy Amara Iris Asllani Outi Hyyti Melissa Lambeth Donghoon Lee Dave Marcinek Ken Marro Daryl Monear Brad Moon Eric Shankland Rudy Stuppard Nina V Ø llestad Coauthors Mike Carey Rod Gronka Sharon Jubrias Will Kemper Jerry Milstein
This talk, like glycolysis after exercise, is over.

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Analysis of Metabolic Fluxes in Human Muscle Using NMR Spectroscopy

  • 1. An analysis of metabolic fluxes in contracting human muscle Gregory J. Crowther Dept. of Physiology & Biophysics University of Washington (Seattle) ATP
  • 2. Energy metabolism in muscle H + & Lactate Glucose ATP ATP supply ATP demand (contractile cost) (oxidative phosphorylation) (glycolysis)
  • 3. Questions Why study cellular metabolism in muscle ? How can metabolic fluxes be quantified using phosphorus NMR spectroscopy? What turns glycolysis on and off? How is muscle metabolism affected by type 1 diabetes mellitus? Intro: Methods: Results:
  • 4. Definitions NMR nuclear magnetic resonance PCr phosphocreatine (an ATP buffer) HP hexose phosphates (substrates of glycolysis) “ metabolites” P i , ADP, AMP (products of ATP hydrolysis)
  • 5. Introduction: Why study cellular metabolism in muscle ?
  • 6. Why study cellular metabolism ? C ellular metabolism . . . • is central to the existence of all cells. • has important whole-organ and whole-body consequences. • can be harnessed to spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
  • 7. Why study cellular metabolism ? X C ellular metabolism . . . • is central to the existence of all cells. • has important whole-organ and whole-body consequences. • can be harnessed to spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
  • 8. Why study cellular metabolism ? X C ellular metabolism . . . • is central to the existence of all cells. • has important whole-organ and whole-body consequences. • can be harnessed to spawn advances in medicine and industry. GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH GAPDH PFK PGK PK ethanol PGI HK ALD PGM ENO PDC glucose ADH
  • 9. Why study cellular metabolism ? We don’t know . . . • What are the pathway flux rates in vivo ? • How are these rates up- and downregulated? GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
  • 10. Why study cellular metabolism in muscle ? Advantages of muscle . . . • huge range of fluxes • ~40% of human body mass • critical to physical performance and well-being • can study muscles specialized for different tasks McArdle et al., Essentials of exercise physiology , 1994
  • 11. Methods: How can metabolic fluxes be quantified using phosphorus NMR spectroscopy?
  • 12. The basic idea Force [PCr] Time
  • 13. Simultaneous collection of NMR and force data • in vivo • noninvasive NMR coil force transducer
  • 14. NMR reveals metabolic changes • good time resolution
  • 15. [ATP] remains constant during exercise and recovery ischemia exercise [PCr] Time [ATP] [P i ]
  • 16. PCr keeps [ATP] constant Therefore changes in [PCr] reflect changes in ATP production/consumption. ADP + PCr +  H + Cr + ATP ATP ADP + P i +  H + PCr +  H + Cr + P i
  • 17. Quantifying contractile cost ATP consumption at the start of ischemic exercise is not “contaminated” by glycolytic or oxidative ATP production.
  • 18. Quantifying oxidative phosphorylation rate constant k PCr = 1/tau rapid recovery --> high k PCr --> high oxidative capacity
  • 19. Quantifying glycolysis Recall: Under ischemic conditions, glycolytic H + production = (  pH)*(  ) + (  )*(  PCr)  is the muscle buffer capacity ( Conley et al., Am J Physiol 273 : C306, 1997 ) PCr +  H + Cr + P i
  • 20. Results: What turns glycolysis on and off?
  • 21. Potential controllers of glycolysis Metabolites P i , ADP, and AMP are substrates and allosteric activators of glycolytic enzymes Calcium glycolysis  stimulation frequency (Conley et al., Am J Physiol 273 : C306, 1997) Hexose phosphates substrates for glycolysis + + + + + GAPDH glycogen GP PFK PGK PK lactate PGI PGM ALD PGM ENO LDH
  • 22. Turning off glycolysis after exercise calcium important Post-exercise time Glycolytic rate calcium unimportant
  • 23. Evidence of post-exercise glycolysis • pH falls due to continued lactic acid production • [PCr] rises due to continued glycolytic ATP production
  • 24. Agreement of two estimates of post-exercise glycolysis
  • 25. Time course of post-exercise glycolysis The cessation of glycolysis must reflect the decline of a muscle activation-related factor such as calcium. calcium unimportant calcium important
  • 26. Turning on glycolysis at the start of exercise What mechanism is responsible for this delayed onset?
  • 27. Testing the importance of metabolites 2 bouts of exercise Will glycolysis begin sooner in Bout 2 (when metabolites are high) than in Bout 1 (when metabolites are low)?
  • 28. Glycolysis begins earlier in Bout 2 than in Bout 1
  • 29. The onset of glycolysis coincides with elevated metabolites aerobic rest onset of flux [P i ] 3.4-3.8 16.2-20.6 [ADP] 0.013-0.014 0.080-0.121 [AMP] 2x10 -5 -3x10 -5 0.0008-0.0012 (All concentrations in mM.)
  • 30. Summary of glycolysis data To initiate and sustain high rates of glycolysis, both elevated metabolite levels and a muscle activation-related factor such as calcium are needed.
  • 31. Results (continued): How is muscle metabolism affected by type 1 diabetes mellitus?
  • 32. Little is known about muscle metabolism in people with type 1 diabetes Rat models suggest that diabetes-induced changes may be completely reversed by insulin treatment (Ianuzzo et al., J Appl Physiol 52 : 1471, 1982; Noble & Ianuzzo, Am J Physiol 249 : E360, 1985). We asked whether careful treatment of type 1 diabetes with insulin restores human muscle metabolism to normal.
  • 33. Subjects 10 men with type 1 diabetes and 10 male age- and activity-matched control subjects All diabetic subjects used insulin injections to keep blood glucose levels under good clinical control : • glycosylated hemoglobin (Hb A1c ) levels  7% • no glucose in the urine
  • 35. Glycolysis occurs “early and often” in diabetic subjects Earlier onset Higher peak rate
  • 36. Oxidative recovery rate is slower in diabetic subjects
  • 37. Contractile cost: difference not significant
  • 38. Summary of diabetes data Elimination of symptoms of type 1 diabetes does not normalize muscle properties. The observed abnormalities in glycolytic and oxidative fluxes suggest that diabetes causes a shift in the metabolic profile of the muscle.
  • 40. Acknowledgments Advisers Kevin Conley Marty Kushmerick UW Departments Physiology & Biophysics Radiology Funding National Institutes of Health National Science Foundation
  • 41. Acknowledgments (continued) Coworkers Cathy Amara Iris Asllani Outi Hyyti Melissa Lambeth Donghoon Lee Dave Marcinek Ken Marro Daryl Monear Brad Moon Eric Shankland Rudy Stuppard Nina V Ø llestad Coauthors Mike Carey Rod Gronka Sharon Jubrias Will Kemper Jerry Milstein
  • 42. This talk, like glycolysis after exercise, is over.