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Page 1: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Metabolism & Allometrylo

g m

etab

olic

rate

log body mass

Jan 11th, 2007

Page 2: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Physics Model of an Animal

∆Min

∆Mout

∆Hin

∆Wout

∆Qout

∆Mstored∆Hstored

·Mass & Energy are conserved

η

∆Hout

·Is the model testable?

In = OutAll loses accounted for

Measurements to test theory

·Unifying principles can describe phenomena

Page 3: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Zoologist’s Model of an Animal

Fuel + O2

Waste

∆H

Fuel + O2 = ∆H + waste

Heat of reaction, ∆H = ∆m h

∆m = mass of food [kg]h = enthalpy [J/kg]

‘in’ ‘heat’

∆H = energy

i.e. flight

Page 4: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

How do we measure metabolic rate?Fuel + O2 = ∆H + waste

∆H/∆t = metabolic rate or power Г

Measure O2 , and fuel, intake to estimate energy (∆H)) required to hover (∆W)

Mass specific metabolic rate Г/M

Hummingbird muscle:mass specific powerГ/M ≈ 100 W/kg

(highest among vertebrates)

(Chai & Dudley, 1995, Nature)

Page 5: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Measuring Г in other animals (usually at rest)

∆Hin

Page 6: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Г

M

Allometry: how things scale with mass

Page 7: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Range of body sizes: 1021

Mycoplasma: <10-13 gBlue whale: >108 g

(Giant sequoias excluded for now)

Page 8: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

How big is a blue whale?

Blue whale

Brachiosaur

Page 9: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

1021

How much of a difference is 1021?

Blue whaleThe sun

Page 10: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Does size matter?

Mycoplasma: <10-13 gBlue whale: >108 g

Page 11: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

"You can drop a mouse down a thousand-yard mine shaft; and, on arriving at the bottom, it gets a slight

shock and walks away, provided that the ground is fairly soft. A rat is killed, a man is broken, a horse splashes."

`On being the right size', by J. B. S. Haldane (1928).

Page 12: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

How to study the consequences of size: Scaling

Y

mass

Y = aMα

intercept = a

slope = α

log(mass)

log(

Y)

Length of leg, Y

Page 13: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Isometric, α = 1(i.e. blood volume)

log(mass)

log(

Y)

Allometric equations: Y = aMα

Page 14: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Isometric, α = 1(i.e. blood volume)

log(mass)

log(

Y)

Allometric equations: Y = aMα

Allometric, α ≠ 1(i.e. metabolic rate)

Page 15: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Isometric, α = 1(i.e. blood volume)

log(mass)

log(

Y)

Allometric equations: Y = aMα

Allometric, α ≠ 1(i.e. metabolic rate)

Allometric, α ≠ 1(i.e. skeletal mass,

mammals)

Page 16: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Size matters, but why?

Sleep scales too, but with brain size, not body size:

14 hrs/day 4 hrs/day

Page 17: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Scaling transcends biology: F/M

(Marden, J. H. 2005. J. Exp. Biol.)

Fruit fly thorax Diesel engine

Page 18: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

What determines the allometry of metabolic rate?

• Energy demand of all cells• But is it supply limited? (see West et al., 2005)

Гo = M0.75

Y

M

γo = M-0.25

(mass specific met. rate)

Page 19: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Smaller animals live fast, but die young

M

Y

γo = M-1/4

Life span = M1/4

• A gram of tissue, on average, expends the same amount of energy before it dies in any animal.

Page 20: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

West, G. B. et al. 2005

Metabolic rates (in W) of mammalian cells

• Energy requirements of cells are situation dependent

Page 21: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Resting or basal metabolic rate (BMR) scales: 4M3/4

Page 22: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Metabolic rate is dynamic

Page 23: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Metabolic rate is dynamic

Aerobic scope‘metabolic activity factor’ b

Гmax=b4M0.75

Гmax=bГob

In this example, b ≈ 10

b

Page 24: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Keep this in mind for the staircase olympics

Гrun=b4M0.75

Гrun=bГobbb = ?

Page 25: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Consequences of scaling of Г, an example

Blood vol. = M1

log(mass)

log(

Y)

Г = 4M3/4

γo = M-1/4

Diving capacity = 1000 m deep, 1 hr long

Page 26: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

(Schreer and Kovacs, 1997; Croll et al., 2001, Halsey et al., 2006)

M1/4

O2 storage = M1

Γ = M3/4

Dive duration = M1/4

Allometry of diving capacity

Page 27: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Other consequences: migration

Г/M high low

Migration Alaska - Mexico Alaska - Mexico

Ruby throated hummingbird Humpback whale

Fasting capacity low high

∆H = ∆m h

Г = ∆H/∆t

Page 28: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Advice for assignments

• State your assumptions and justify them with first principles if possible

Mg

LiftLift = Mg

M Surface area =4πr2

Page 29: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Advice for assignments• Look up data from published resources to include in

your physical model or to compare your calculated results. Include a copy of the article with your assignment (no monographs please).

Hummingbird muscle:mass specific powerГ/M ≈ 100 W/kg

(Chai & Dudley, 1995, Nature)

• Compare your results and conclusions with other animals, or even man-made machines.

Page 30: log metabolic ratejick.net/~jess/p438/ppt/L02.pdf · Zoologist’s Model of an Animal Fuel + O 2 ... `On being the right size', by J. B. S. Haldane (1928). How to study the consequences

Advice for building physical models

• Build a model or theory to predict, then test with data• Start simple, add complexity slowly• Model after machines that we know more about

Alexander, R. M. (2005). Models and the scaling of energy costs for locomotion. J. Exp. Biol. 208,1645 -1652.