A significant portion of new protein structures contain folds that are rela
ted to those seen before. During the development of a computer program that
can accurately position, in electron density maps, large protein domains w
ith large structural deviations, it became apparent that the redundancy in
protein folds could be used in a non trivial manner during a protein struct
ure determination. As a result a computational procedure, Database Assisted
Density Interpretation (DADI), was developed and tested to aid in the buil
ding of models in protein crystallography and to assist in interpreting ele
ctron density maps. The initial tests of the DADI procedure using a small d
atabase of protein domains are described, The philosophy is to first work w
ith entire domains then with the secondary structure elements of these doma
ins and finally with individual residues of the secondary structure element
s via Monte Carlo, "chopping" and "clipping" procedures, respectively. The
first test case was a traceable 3.2 Angstrom multiple isomorphous replaceme
nt with anomalous scattering (MIRAS) electron density map of a human topois
omerase I-DNA complex. The second test case uses poor electron density for
the third domain of the diphtheria toxin repressor resulting from a molecul
ar replacement solution with the first two domains. Despite the fact that a
fairly small database was employed in these test cases, the DADI procedure
was able to find a large portion of the protein backbone with very few err
ors. In the first case nearly 45% of the backbone and more than 80% of the
secondary structure was placed automatically, In the second test case nearl
y 50% of the third domain was automatically detected, A particular encourag
ing result was that in both cases more than 75% of the beta sheet secondary
structure was found automatically by the DADI procedure. Clearly, the proc
edures employed are promising avenues to exploit the current explosion of p
rotein structures for the determination of future structures. Proteins 1999
;36:526-541. (C) 1999 Wiley-Liss, Inc.