G. Fermi

G. Fermi is the first author of the 1984 study refining human deoxyhemoglobin at $1.74\mathring{\mathrm{A}}$ resolution, and is named with Max Perutz as a depositor of its primary structure record, 4HHB.^[ref] The published initial-only identity is retained.

The model allowed the investigators to examine local geometry around iron in the oxygen-binding groups of hemoglobin. Their analysis also tested whether conclusions about that geometry persisted when selected model restraints were removed.^[ref] Such a comparison asks how strongly the observations constrain a feature independently of assumptions imposed during fitting.

An original one-parameter calculation illustrates this issue without recreating the historical refinement. Suppose a scalar coordinate $x$ is constrained by an observed value $y$ with uncertainty $\sigma$, and by a preferred value $x_0$ with strength $\lambda$. MinimizeFor $y=0.40$, $\sigma =0.05$, $x_0=0$ and $\lambda =400$ in compatible units, $\hat{x}=0.20$. Removing the restraint gives $\hat{x}=0.40$. A fitted value can therefore depend on both observations and a modeling choice. This toy weighted least squares problem is not the algorithm used for 4HHB.

Agreement with data should consequently be examined together with restraint sensitivity and independent physical evidence. A precise-looking coordinate is not established merely by printing many decimal places. Fermi's documented work exemplifies using X-ray crystallography to make a molecular arrangement quantitatively testable.