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The Hill coefficient as Fisher information: An information-theoretic identity for allosteric cooperativity
1Independent Researcher, Sacramento, CA, USA.
Abstract:
The Hill coefficient nH has quantified cooperative binding in biology for over a century, yet its information-theoretic content is rarely made explicit. We prove a sharply local algebraic identity: for a Hill-type dose-response curve, the Fisher information with respect to the log-dose parameterθ=ln(c/Kd), evaluated at the midpointp=1/2 (equivalently c=Kd), equals Iθ=nH2/4. The result is parameterisation-dependent: away from the midpoint it generalises to I(θ)=nH2p(1-p), recovering nH2/4 only at half-saturation. The identity itself follows from the standard Fisher information of a Bernoulli outcome under a logistic parameterisation; our contribution is its biological reading as a quantitative midpoint decision-precision measure for cooperative biological switches. For hemoglobin (nH≈2.8), Iθ=1.96. For the bacterial flagellar motor (nH≈10.3), Iθ≈26.5. We examine five biological systems spanning molecular, cellular, organismal, and quantum-biological scales, then connect the identity to Frank's theorem (J. Evol. Biol. 2009) that natural selection maximises Fisher information. We separate direct applications, where a single cooperative-binding curve carries a well-defined Hill coefficient and the identity applies pointwise (hemoglobin, the bacterial flagellar motor), from conceptual extensions, where a binary biological decision need not be underwritten by a single cooperative-binding Hill coefficient (gene-expression thresholds, chemotactic adaptation, the avian compass). Four falsifiable predictions are stated.
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