1995
DOI: 10.1016/s0006-3495(95)80399-1
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Three-dimensional localization of immunogold markers using two tilted electron microscope recordings

Abstract: A method is presented to determine the three-dimensional positions of immuno-labeled gold markers from tilted electron micrograph recordings by using image processing techniques. The method consists of three basic modules: localization of the markers in the recordings, estimation of the motion parameters, and matching corresponding markers between the views. Localization consists of a segmentation step based on edge detection and region growing. It also allows for the separation of (visually) aggregated marker… Show more

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Cited by 7 publications
(9 citation statements)
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“…As known from any ultra‐small gold conjugate subjected to SE, the here generated NANOGOLD‐silver particles varied in size and shape (eg, Figures B and A), including aggregates of several NANOGOLD particles within the very same silver shell . For merely qualitative TEM‐analyses in 2D particle heterogeneity seems rather an esthetic than fundamental problem.…”
Section: Resultsmentioning
confidence: 85%
See 1 more Smart Citation
“…As known from any ultra‐small gold conjugate subjected to SE, the here generated NANOGOLD‐silver particles varied in size and shape (eg, Figures B and A), including aggregates of several NANOGOLD particles within the very same silver shell . For merely qualitative TEM‐analyses in 2D particle heterogeneity seems rather an esthetic than fundamental problem.…”
Section: Resultsmentioning
confidence: 85%
“…On the other hand becomes the entire surface of organelles or the cytoskeleton (potentially) accessible to immuno‐reagents, thanks to the partial extraction resulting from membrane perforation. Such samples are, therefore, appropriate for 3D reconstruction of label distribution in the context of organelle morphology . However, a serious limitation of pre‐embedding labeling is its virtual incompatibility with rapid freezing methods for EM (henceforth referred to as cryofixation).…”
Section: Introductionmentioning
confidence: 99%
“…Such superpositional effects are typical for stained structures in 50-100-nm thick resin or cryosections. Statistical methods (Kemler and Schwarz, 1989), tilting sections (stereology: Slot and Geuze, 1983;van Bergen en Henegouwen and Leunissen, 1986;Stierhof et al, 1991b;Kaufmann et al, 1994), or 3-D reconstruction using EM tomography (Starink et al, 1995) can improve spatial resolution.…”
Section: Labeling Precisionmentioning
confidence: 99%
“…The algorithm was to generate a model particle with random cluster locations on the surface, rotate it in space by three random rotation angles, displace the cluster positions randomly within a sphere of radius ''cluster-noise,'' record projection coordinates including a random ''EM-noise'' displacement, rotate the particle by an additional 45°about a known tilt axis, record a second set of projection coordinates including another random ''EM-noise'' displacement, and finally calculate x, y, and z coordinates for each cluster based on these two sets of projection coordinates. We assumed in the simulation that corresponding particles and clusters in the tilted images were previously identified as well as the direction and magnitude of tilt, noting that algorithms for these tasks are routine and well established (10,27,28). The accuracy of the procedure then depends mostly on the uniformity of cluster positions with respect to the particle (cluster-noise), on the precision to which clusters can be located in the micrograph (EM-noise), and on the number of particles averaged.…”
Section: Simulationsmentioning
confidence: 99%