Automatic selection of seed points for fiducial tracking. (A, B) Subarea from
0° image of tilt series from frozen-hydrated cell infected with bovine
papilloma virus, acquired by Mary Morphew. Scale bars are 100 nm. A shows all
beads found in the first step of the procedure; B shows the ones selected for
the seed model. Arrows mark some partially overlapping, paired beads that were
not selected because of their elongated appearance. (C, D) Smoothed histograms
of the distribution of correlation peak strengths when finding beads in the tilt
series used for parts (A) and (E), respectively. Histograms are smoothed by
convolving with a kernel (1 −
(x/h)2)3/(0.9143 h),
where h is the half-width of the kernel. A dip between two
maxima is first sought in a histogram with an h of 0.2 (blue
curves) then its final location (arrow) is picked in a less smoothed histogram
with an h of 0.05 (red curves). The histograms in (C) are
atypical in having comparable area in the two modes because of the large clumps
of gold; the histograms in (D) are typical and require a logarithmic scaling to
show the mode for true beads clearly. (E) Side view of bead positions tracked
through the same set of 11 images, but starting with beads found at three
different tilt angles. Beads present in only one or two of the tracks are shown
in green and magenta, respectively. The cryo tilt series of a Giardia cell was
acquired by Cindi Schwartz. (F, G) Identified beads (F) and ones selected for
the seed model (G) from a 3 × 3 montaged tilt series of a high-pressure
frozen, freeze-substituted SVG-A cell infected by JC polyomavirus, acquired by
Kimberly Erickson. Fig.
S1 shows these points overlaid on tilt series images. Scale bars are
1 μm. In (F), beads have been identified as being on the bottom (green)
or top (magenta) of the section using the Z positions solved during tracking
through 11 images. In (E), the selected beads are well-distributed on both
surfaces.