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Physical Chemistry 2021:
A Methodology for Vertical Translation between Molecular
and Organismal Level in Biological Feedback Loops.
J. W. DIETRICH
Tous les mécanismes
vitaux, aussi différents
qu’ils soient, ont pour
unique but de maintenir
constantes les conditions
de la vie dans le milieu
intérieur.
Claude Bernard 1859
La fixité du milieu intérieur
est la condition de la vie
libre, indépendante.
Claude Bernard 1878
Claude Bernard and his pupils. Oil painting after Léon-Augustin Lhermitte. wellcome collection
The coordinated physiological processes which
maintain most of the steady states in the
organism are so complex and so peculiar to
living beings – involving, as they may, the
brain and nerves, the heart, lungs, kidneys and
spleen, all working cooperatively – that I have
suggested a special designation for these
states, homeostasis.
Walter B. Cannon 1932
Peter Sterling
(1988)
Bruce McEwen
(2003)
So, we coined a new word, allostasis, to
emphasize two key points about
regulation: parameters vary, and
variation anticipates demand.
Peter Sterling 2004
Stability through change
Biological feedback loops
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 6
Zavala E, Wedgwood KCA, Voliotis M, Tabak J, Spiga F, Lightman SL, Tsaneva-Atanasova K. Mathematical Modelling of
Endocrine Systems. Trends Endocrinol Metab. 2019 Apr;30(4):244-257. doi: 10.1016/j.tem.2019.01.008. PMID 30799185.
Biological feedback loops
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 7
Biological feedback loops
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 8
Hoermann R, Midgley JE, Larisch R and Dietrich JW (2015). Homeostatic Control of the Thyroid Pituitary Axis:
Perspectives for Diagnosis and Treatment. Front. Endocrinol. 6:177. doi: 10.3389/fendo.2015.00177
Pathophysiology of COVID-19
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 9
Tretter F, Wolkenhauer O, Meyer-Hermann M, Dietrich JW, Green S, Marcum J, Weckwerth W. The Quest for System-Theoretical Medicine in the
COVID-19 Era. Front Med (Lausanne). 2021 Mar 29;8:640974. doi: 10.3389/fmed.2021.640974. PMID: 33855036; PMCID: PMC8039135.
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 10
LTI Systems
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 11
Bolie 1960, 1961
A. de Gaetano (2005) Models for the Glucose/Insulin system. Summer school “Control Theory
with Modelling Applications to Physiology and Medicine. Schloss Seggau, Austria
Clinical Applications: HOMA
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 12
D. R. Matthews, J. P. Hosker, A. S. Rudenski, B. A. Naylor, D. F. Treacher and R. C. Turner (1985) Homesostasis model
assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man.
Diabetologia 28: 412–9
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 13
commons.wikimedia.org/wiki/File:Mind-The-Gap-Bank.jpg
The Problem of Vertical Translation
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 14
Tretter F, Wolkenhauer O, Meyer-Hermann M, Dietrich JW, Green S, Marcum J, Weckwerth W. The Quest for System-Theoretical Medicine in the
COVID-19 Era. Front Med (Lausanne). 2021 Mar 29;8:640974. doi: 10.3389/fmed.2021.640974. PMID: 33855036; PMCID: PMC8039135.
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 15
Ways of improvement
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 16
16
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 17
17
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 18
18
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 19
19
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 20
20
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 21
21
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 22
Michaelis-Menten Function (MiMe)
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 23
Receptor Binding
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 24
MiMe Element for Feedback Loops
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 25
25
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA NoCoDI
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 26
26
Modelling Techniques
Building Bricks for “Parametrically Isomorphic” Models
Elimination and Distribution
Michaelis-Menten Kinetics
Non-competitive Inhibition
Plasma Protein Binding
ASIA
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 27
Non-Competitive Inhibition (NoCoDI)
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 28
MiMe-NoCoDI Element
x2
–x1
y
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 29
MiMe-NoCoDI Element
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 30
MiMe-NoCoDI Element
x2
x1
y
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 31
31
MiMe-NoCoDI Platform
Equifinal solution:
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 32
32
MiMe-NoCoDI Platform
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 33
33
MiMe-NoCoDI Platform
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 34
34
MiMe-NoCoDI Platform
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 35
35
MiMe-NoCoDI Platform
Dietrich JW, Boehm, BO (2006) Equilibrium behaviour of feedback-coupled physiological
saturation kinetics. Cybernetics and Systems 2006. 269-74. DOI: 10.13140/2.1.2400.2568
Dietrich, Johannes W. & O Böhm, Bernhard. (2015). Die MiMe-NoCoDI-Plattform: Ein Ansatz für die
Modellierung biologischer Regelkreise. DOI: 10.3205/15gmds058.
Equifinal solution:
Recursive equation:
Equifinal equation:
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 36
36
Computer Simulations
Serial Michaelis-Menten Kinetics
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 37
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 38
Parallel Michaelis-Menten Kinetics
For k parallel loops:
Dietrich JW, Boehm, BO (2006) Equilibrium behaviour of feedback-coupled physiological saturation
kinetics. Cybernetics and Systems 2006. 269-74. DOI: 10.13140/2.1.2400.2568
Equifinal solution:
Iterative equation:
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 39
Example: MiMe element
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 40
Molecular and Global Behaviour
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 41
Molecular and Global Behaviour
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 42
u(t)
Molecular and Global Behaviour
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 43
x 1000
Slope ≈ 5080 / sec
/ 1000
Example: MiMe element
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 44
Molecular and Global Behaviour
VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 45
BIOKYBERNETIKA 2017 ALLOSTASIS | 03.07.2022 46
Physical Chemistry 2021:
A Methodology for Vertical Translation between Molecular
and Organismal Level in Biological Feedback Loops.
J. W. DIETRICH
20210920
Thanks to:
Ljiljana Kolar-Anić
Željko D Čupić
Bernhard Boehm
Jochen Mau
Felix Tretter
and the team of the lab XU44

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Dietrich_20210920.pptx

  • 1. Physical Chemistry 2021: A Methodology for Vertical Translation between Molecular and Organismal Level in Biological Feedback Loops. J. W. DIETRICH
  • 2.
  • 3. Tous les mécanismes vitaux, aussi différents qu’ils soient, ont pour unique but de maintenir constantes les conditions de la vie dans le milieu intérieur. Claude Bernard 1859 La fixité du milieu intérieur est la condition de la vie libre, indépendante. Claude Bernard 1878 Claude Bernard and his pupils. Oil painting after Léon-Augustin Lhermitte. wellcome collection
  • 4. The coordinated physiological processes which maintain most of the steady states in the organism are so complex and so peculiar to living beings – involving, as they may, the brain and nerves, the heart, lungs, kidneys and spleen, all working cooperatively – that I have suggested a special designation for these states, homeostasis. Walter B. Cannon 1932
  • 5. Peter Sterling (1988) Bruce McEwen (2003) So, we coined a new word, allostasis, to emphasize two key points about regulation: parameters vary, and variation anticipates demand. Peter Sterling 2004 Stability through change
  • 6. Biological feedback loops VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 6 Zavala E, Wedgwood KCA, Voliotis M, Tabak J, Spiga F, Lightman SL, Tsaneva-Atanasova K. Mathematical Modelling of Endocrine Systems. Trends Endocrinol Metab. 2019 Apr;30(4):244-257. doi: 10.1016/j.tem.2019.01.008. PMID 30799185.
  • 7. Biological feedback loops VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 7
  • 8. Biological feedback loops VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 8 Hoermann R, Midgley JE, Larisch R and Dietrich JW (2015). Homeostatic Control of the Thyroid Pituitary Axis: Perspectives for Diagnosis and Treatment. Front. Endocrinol. 6:177. doi: 10.3389/fendo.2015.00177
  • 9. Pathophysiology of COVID-19 VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 9 Tretter F, Wolkenhauer O, Meyer-Hermann M, Dietrich JW, Green S, Marcum J, Weckwerth W. The Quest for System-Theoretical Medicine in the COVID-19 Era. Front Med (Lausanne). 2021 Mar 29;8:640974. doi: 10.3389/fmed.2021.640974. PMID: 33855036; PMCID: PMC8039135.
  • 10. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 10 LTI Systems
  • 11. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 11 Bolie 1960, 1961 A. de Gaetano (2005) Models for the Glucose/Insulin system. Summer school “Control Theory with Modelling Applications to Physiology and Medicine. Schloss Seggau, Austria
  • 12. Clinical Applications: HOMA VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 12 D. R. Matthews, J. P. Hosker, A. S. Rudenski, B. A. Naylor, D. F. Treacher and R. C. Turner (1985) Homesostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28: 412–9
  • 13. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 13 commons.wikimedia.org/wiki/File:Mind-The-Gap-Bank.jpg
  • 14. The Problem of Vertical Translation VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 14 Tretter F, Wolkenhauer O, Meyer-Hermann M, Dietrich JW, Green S, Marcum J, Weckwerth W. The Quest for System-Theoretical Medicine in the COVID-19 Era. Front Med (Lausanne). 2021 Mar 29;8:640974. doi: 10.3389/fmed.2021.640974. PMID: 33855036; PMCID: PMC8039135.
  • 15. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 15 Ways of improvement
  • 16. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 16 16 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 17. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 17 17 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding NoCoDI
  • 18. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 18 18 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 19. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 19 19 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 20. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 20 20 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 21. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 21 21 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 22. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 22 Michaelis-Menten Function (MiMe)
  • 23. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 23 Receptor Binding
  • 24. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 24 MiMe Element for Feedback Loops
  • 25. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 25 25 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA NoCoDI
  • 26. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 26 26 Modelling Techniques Building Bricks for “Parametrically Isomorphic” Models Elimination and Distribution Michaelis-Menten Kinetics Non-competitive Inhibition Plasma Protein Binding ASIA
  • 27. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 27 Non-Competitive Inhibition (NoCoDI)
  • 28. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 28 MiMe-NoCoDI Element x2 –x1 y
  • 29. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 29 MiMe-NoCoDI Element
  • 30. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 30 MiMe-NoCoDI Element x2 x1 y
  • 31. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 31 31 MiMe-NoCoDI Platform Equifinal solution:
  • 32. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 32 32 MiMe-NoCoDI Platform
  • 33. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 33 33 MiMe-NoCoDI Platform
  • 34. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 34 34 MiMe-NoCoDI Platform
  • 35. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 35 35 MiMe-NoCoDI Platform Dietrich JW, Boehm, BO (2006) Equilibrium behaviour of feedback-coupled physiological saturation kinetics. Cybernetics and Systems 2006. 269-74. DOI: 10.13140/2.1.2400.2568 Dietrich, Johannes W. & O Böhm, Bernhard. (2015). Die MiMe-NoCoDI-Plattform: Ein Ansatz für die Modellierung biologischer Regelkreise. DOI: 10.3205/15gmds058. Equifinal solution: Recursive equation: Equifinal equation:
  • 36. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 36 36 Computer Simulations
  • 37. Serial Michaelis-Menten Kinetics VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 37
  • 38. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 38 Parallel Michaelis-Menten Kinetics For k parallel loops: Dietrich JW, Boehm, BO (2006) Equilibrium behaviour of feedback-coupled physiological saturation kinetics. Cybernetics and Systems 2006. 269-74. DOI: 10.13140/2.1.2400.2568 Equifinal solution: Iterative equation:
  • 39. VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 39
  • 40. Example: MiMe element VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 40
  • 41. Molecular and Global Behaviour VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 41
  • 42. Molecular and Global Behaviour VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 42 u(t)
  • 43. Molecular and Global Behaviour VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 43 x 1000 Slope ≈ 5080 / sec / 1000
  • 44. Example: MiMe element VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 44
  • 45. Molecular and Global Behaviour VERTICAL TRANSLATION IN BIOLOGICAL FEEDBACK | 20210920 45
  • 46. BIOKYBERNETIKA 2017 ALLOSTASIS | 03.07.2022 46 Physical Chemistry 2021: A Methodology for Vertical Translation between Molecular and Organismal Level in Biological Feedback Loops. J. W. DIETRICH 20210920 Thanks to: Ljiljana Kolar-Anić Željko D Čupić Bernhard Boehm Jochen Mau Felix Tretter and the team of the lab XU44