To determine the structure of a biological particle to high resolution by e
lectron microscopy, image averaging is required to combine information from
different views and to increase the signal-to-noise ratio. Starting from t
he number of noiseless views necessary to resolve features of a given size,
four general factors are considered that increase the number of images act
ually needed: (1) the physics of electron scattering introduces shot noise,
(2) thermal motion and particle inhomogeneity cause the scattered electron
s to describe a mixture of structures, (3) the microscope system fails to u
sefully record all the information carried by the scattered electrons, and
(4) image misalignment leads to information loss through incoherent averagi
ng. The compound effect of factors 2-4 is approximated by the product of en
velope functions. The problem of incoherent image averaging is developed in
detail through derivation of five envelope functions that account for smal
l errors in 11 "alignment" parameters describing particle location, orienta
tion, defocus, magnification, and beam tilt. The analysis provides target e
rror tolerances for single particle analysis to near-atomic (3.5 Angstrom)
resolution, and this prospect is shown to depend critically on image qualit
y, defocus determination, and microscope alignment. (C) 2001 Academic Press
.