mass aspects & scaling bas kooijman dept theoretical biology vrije universiteit amsterdam...

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Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterd [email protected] http:// www.bio.vu.nl/thb Melbourne 2012/08/06 ontents mass aspects indirect calorimetry Synthesizing Units covariation

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Page 1: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Mass aspects & scaling

Bas KooijmanDept theoretical biology

Vrije Universiteit [email protected]

http://www.bio.vu.nl/thb

Melbourne 2012/08/06

Contents

• mass aspects• indirect calorimetry• Synthesizing Units• covariation

Page 2: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Macrochemical reaction eq 3.5

Page 3: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Three basic fluxes 4.3.1

• assimilation: substrate reserve + products

linked to surface area

• dissipation: reserve products

somatic maintenance: linked to surface area & structural volume

maturity maintenance: linked to maturity

maturation or reproduction overheads

• growth: reserve structure + products

Product formation = A assimilation + B dissipation + C growth

Examples: heat, CO2, H2O, O2, NH3

Indirect calorimetry: heat = D O2-flux + E CO2-flux + F NH3-flux

Page 4: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Synthesizing units 3.7b

Generalized enzymes that process generalized substrates and follow classic enzyme kinetics E + S ES EP E + Pwith two modifications:• back flux is negligibly small E + S ES EP E + P• specification of transformation is on the basis of arrival fluxes of substrates rather than concentrations In spatially homogeneous environments: arrival fluxes concentrations

Page 5: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Transformation A → B

Michealis-Menten (Henri 1902)Holling type II (Holling 1957)

Classification of behavioural modes: free & bound

Page 6: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Simultaneous Substrate Processing 3.7c

Chemical reaction: 1A + 1B 1CPoisson arrival events for molecules A and B

blocked time intervals

• acceptation event¤ rejection event

production

production

Kooijman, 1998Biophys Chem73: 179-188

Page 7: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Interactions of substrates 3.7.3b

Kooijman, 2001Phil Trans R Soc B356: 331-349

Page 8: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Competition & inhibition

Page 9: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Social inhibition of x e 3.7.4b

sequential parallel

dilution rate

subs

trat

e co

nc.

biom

ass

conc

.

No

soci

aliz

atio

n

Implications: stable co-existence of competing species “survival of the fittest”? absence of paradox of enrichment

x substratee reservey species 1z species 2

Page 10: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Co-metabolism 3.7.5

Consider coupled transformations A C and B DBinding probability of B to free SU differs from that to SU-A complex

Page 11: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Photo synthesis, respiration, inhibition

Page 12: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Scales of life 8a

Life span

10log aVolume

10log m3earth

whale

bacterium

water molecule

life on earth

whale

bacteriumATP molecule

30

20

10

0

-10

-20

-30

Page 13: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Bergmann 1847

Page 14: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Dwarfing in Platyrrhini 8.1.2

Perelman et al 2011 Plos Genetics 7, 3, e1001342

24

.82

0.2

MYA

CallitrixCallitrix

CebuellaCebuella

MicoMicoLeontopithecusLeontopithecus

AotusAotus

SaimiriSaimiri

CebusCebus

780-1250 g

400-450 g480-700 g

400-535 g

3500 g

700-1000 g

200-400 g

130 g

180 g

CallimicoCallimico

SaguinusSaguinus

Ceb

idae

Page 15: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Inter-species body size scaling

• parameter values tend to co-vary across species• parameters are either intensive or extensive• ratios of extensive parameters are intensive• maximum body length is allocation fraction to growth + maint. (intensive) volume-specific maintenance power (intensive) surface area-specific assimilation power (extensive)• conclusion :• write physiological property as function of parameters (including maximum body weight)• evaluate this property as function of max body weight

]/[}{ MAm ppL

}{ Ap

][ Mp

mA Lp }{

Kooijman 1986 Energy budgets can explain body size scaling relationsJ. Theor. Biol. 121: 269-282

Page 16: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Body weight

Body weight has contributions from structure and reserveIf reserve allocated to reproduction hardly contributes:

Page 17: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Scaling of metabolic rate

Page 18: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Metabolic rate

Log weight, g

Log metabolic rate,

w

endotherms

ectotherms

unicellulars

slope = 1

slope = 2/3

Length, cm

O2 consum

ption,

l/h

Inter-speciesIntra-species

0.0226 L2 + 0.0185 L3

0.0516 L2.44

2 curves fitted:

(Daphnia pulex)

Page 19: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Incubation time: intra-species

Eudyptes first lays a small egg, then a large one, which hatches earlier if fertile

It can rise one chick only

If all parameters are the same, maturity at birth is reached earlier with big initial reserve

Page 20: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Incubation time: inter-species

10log egg weight, g 10log egg weight, g

10lo

g in

cuba

tion

time,

d

10lo

g in

cuba

tion

time,

d

lb equal° tube noses

slope = 0.25

Data from Harrison 1975

European birdstube noses

Page 21: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Gestation time 8.2.2l

10log adult weight, g

10lo

g ge

stat

ion

time,

d

Data from Millar 1981

Mammals* Insectivora+ Primates Edentata Lagomorpha Rodentia Carnivora Proboscidea Hyracoidea Perissodactyla Artiodactyla

slope = 0.33

mL

396.0

weightbirth

weightadult timegestationactualtimegestation

3/1

Kooijman 1986J Theor Biol 121: 269-282

Page 22: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Length at puberty

L, cm

L p,

cm

Clupea• Brevoortia° Sprattus Sardinops Sardina

Sardinella+ Engraulis* Centengraulis Stolephorus

Data from Blaxter & Hunter 1982

Clupoid fishes

Length at first reproduction Lp ultimate length L

Page 23: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Feeding rateslope = 1

poikilothermic tetrapodsData: Farlow 1976

Mytilus edulisData: Winter 1973

Length, cm

Filt

ratio

n ra

te, l

/h

Page 24: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

At 25 °C : maint rate coeff kM = 400 a-1

energy conductance v = 0.3 m a-1

25 °CTA = 7 kK

10log ultimate length, mm 10log ultimate length, mm

10lo

g vo

n B

ert

grow

th r

ate

, a-1

a↑0

Von Bertalanffy growth rate

Page 25: Mass aspects & scaling Bas Kooijman Dept theoretical biology Vrije Universiteit Amsterdam Bas@bio.vu.nl  Melbourne 2012/08/06 Contents

Primary parametersstandard DEB model