Statement¶
Consider a hierarchical branching transport network with \(N\) daughter branches per node, feeding \(N_c\) invariant terminal units (capillaries). Under two network constraints — area-preserving branching and space-filling delivery — the whole-organism metabolic rate scales with body mass as
\[B \propto M^{3/4}.\]
Assumptions¶
- [asserted] Space-filling: the network fills the body volume, forcing the branch-length ratio \(\ell_{k+1}/\ell_k = N^{-1/3}\) (a length scale set by the cube root of the volume served).
- [asserted] Area-preserving branching: total cross-sectional area is conserved across a node, forcing the radius ratio \(r_{k+1}/r_k = N^{-1/2}\).
- [asserted] Terminal units (capillaries) are size-invariant across species; metabolic rate is proportional to their number, \(B\propto N_c\). These three are biological modeling premises, not theorems.
Proof¶
- [verified] (Per-level volume scaling.) Level \(k\) has \(N^k\) tubes each of volume \(\propto r_k^2\ell_k\) with \(r_k=r_0 N^{-k/2}\), \(\ell_k=\ell_0 N^{-k/3}\). The per-level network volume therefore scales as $\(N^k\cdot r_k^2\ell_k \;\propto\; \big(N\cdot N^{-1}\cdot N^{-1/3}\big)^k = N^{-k/3}.\)$ SymPy simplifies the growth factor \(N\cdot(N^{-1/2})^2\cdot N^{-1/3}\) to \(N^{-1/3}\).
- [asserted] (Volume-to-terminal-count relation.) Summing the geometric series over levels, total network volume \(V\) is dominated by its scaling with the number of terminal units and yields \(V\propto N_c^{4/3}\); equivalently \(N_c\propto V^{3/4}\).
- [verified] (Kleiber's law.) With \(M\propto V\) (mass proportional to network/blood volume) and \(B\propto N_c\) (metabolic rate proportional to capillary count), \(B\propto N_c\propto V^{3/4}\propto M^{3/4}\). SymPy gives the inverse exponent \(1/(4/3)=3/4\).
Verification¶
- Symbolic (SymPy): per-level volume growth factor \(N\cdot(N^{-1/2})^2\cdot N^{-1/3}\) simplifies to \(N^{-1/3}\) (confirmed), and the reciprocal of the WBE volume exponent, \(1/(4/3)=3/4\), was computed to confirm the final power (confirmed).
- Asserted (not re-derived in code): the intermediate relation \(V\propto N_c^{4/3}\) itself is the WBE geometric-series result quoted from West-Brown-Enquist (1997); only the per-level scaling feeding it and the final reciprocal were machine-checked. Hence step 2 is tagged [asserted].
- Asserted: the two network constraints (space-filling \(\ell\)-ratio \(=N^{-1/3}\); area-preserving \(r\)-ratio \(=N^{-1/2}\)) and the proportionalities \(B\propto N_c\), \(M\propto V\) are the WBE biological modeling assumptions — they are inputs, not derived results. Hence the document is partially-verified: the algebra is machine-checked, the premises are asserted.
Historical source¶
The model was published by West, Brown, and Enquist in Science (1997), giving a mechanistic origin for Kleiber's empirical 1932 observation that metabolic rate scales as roughly the ¾ power of body mass.
Related concepts¶
Citations¶
- West, G. B., Brown, J. H., Enquist, B. J. "A general model for the origin of allometric scaling laws in biology." Science 276 (1997): 122-126.
- Kleiber, M. "Body size and metabolism." Hilgardia 6 (1932): 315-353.