The enormous success of structural biology challenges the physical scientis
t. Can biophysical studies provide a truly deeper understanding of how a pr
otein works than can be obtained from static structures and qualitative ana
lysis of biochemical data? We address this question in a case study by pres
enting the key concepts and experimental results that have led to our curre
nt understanding of cooperative oxygen binding by hemoglobin, the paradigm
of structure function relations in multisubunit proteins. We conclude that
the underlying simplicity of the two-state allosteric mechanism could not h
ave been demonstrated without novel physical experiments and a rigorous qua
ntitative analysis.