In biochemistry, most work is done at room temperature. Yet, basic thermodynamics tells us that affinities often change with temperature, in positive or negative directions depending on the entropy/enthalpy contributions. Thermal transitions can occur which both quantitatively and qualitatively change the behavior of the molecules of study. In enzymatic reactions rate-limited by diffusion-mediated product release, the increased rate of diffusion could increase the rate of product release above the rate of the chemical step, such that the chemical step becomes rate-limiting. If one discovers a compound that potently inhibits this enzyme at 25C, it may have reduced effect at 37C, or none at all. Likewise, if an enzyme is predominantly dimerized at 25C based mostly on enthalpic contributions, this dimer may not even exist at 37C. Screening compounds against the dimer may be of little relevance to the situation in vivo. The converse could happen if dimerization is entropically driven. Temperature-dependent changes in solution properties can also obscure the relevance of 25C results to 37C, such as viscosity.
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