Three-dimensional reconstruction of single particles in electron microscopy image processing

On cross-correlations, averages and noise in electron microscopy

The influence of noise on cross-correlations is revisited. Equations are provided describing the influence of noise on the cross-correlations between single images and averaged images and on those between averaged images.

Biological samples are radiation-sensitive and require imaging under low-dose conditions to minimize damage. As a result, images contain a high level of noise and exhibit signal-to-noise ratios that are typically significantly smaller than 1. Averaging techniques, either implicit or explicit, are used to overcome the limitations imposed by the high level of noise. Averaging of 2D images showing the same molecule in the same orientation results in highly significant projections. A high-resolution structure can be obtained by combining the information from many single-particle images to determine a 3D structure. Similarly, averaging of multiple copies of macromolecular assembly subvolumes extracted from tomographic reconstructions can lead to a virtually noise-free high-resolution structure. Cross-correlation methods are often used in the alignment and classification steps of averaging processes for both 2D images and 3D volumes. However, the high noise level can bias alignment and certain classification results. While other approaches may be implicitly affected, sensitivity to noise is most apparent in multireference alignments, 3D reference-based projection alignments and projection-based volume alignments. Here, the influence of the image signal-to-noise ratio on the value of the cross-correlation coefficient is analyzed and a method for compensating for this effect is provided.

Structural and Functional Analysis of Calcium Ion Mediated Binding of 5-Lipoxygenase to Nanodiscs

An important step in the production of inflammatory mediators of the leukotriene family is the Ca²⁺ mediated recruitment of 5 Lipoxygenase (5LO) to nuclear membranes. To study this reaction in vitro, the natural membrane mimicking environment of nanodiscs was used. Nanodiscs with 10.5 nm inner diameter were made with the lipid POPC and membrane scaffolding protein MSP1E3D1. Monomeric and dimeric 5LO were investigated. Monomeric 5LO mixed with Ca²⁺ and nanodiscs are shown to form stable complexes that 1) produce the expected leukotriene products from arachidonic acid and 2) can be, for the first time, visualised by native gel electrophoresis and negative stain transmission electron microscopy and 3) show a highest ratio of two 5LO per nanodisc. We interpret this as one 5LO on each side of the disc. The dimer of 5LO is visualised by negative stain transmission electron microscopy and is shown to not bind to nanodiscs. This study shows the advantages of nanodiscs to obtain basic structural information as well as functional information of a complex between a monotopic membrane protein and the membrane.

A simple and direct pre-embedding technique for ultrastructure of scarce biological specimens

A simple and rapid technique for pre-embedding scarce biological specimens for Transmission electron microscopy (TEM) is reported. It is based on pre-embedding biological samples in bovine serum albumin (BSA) and bis-acrylamide (BA), cross-linked and polymerized with paraformaldehyde, glutaraldehyde, ammonium persulfate and Temed. Pre-embedding in BSA and BA offers several advantages over traditional pre-embedding techniques for TEM including the ability to visualize the sample and a more resistant matrix. This results in more reproducible and consistent analysis. It can be applied to tissues, cells, and subcellular structures handled as pellets or suspensions. In addition, use of the pre-embedding matrix for light microscopy is reported. The ability to pre-embed scarce biological specimens efficiently and reproducibly provides a valuable way to study and characterize cytological tissues such as biopsies or cystic and amniotic fluid cells.

Direct localization of the 51 and 24 kDa subunits of mitochondrial complex I by three-dimensional difference imaging

Complex I is the largest complex in the respiratory chain, and the least understood. We have determined the 3D structure of complex I from Yarrowia lipolytica lacking the flavoprotein part of the N-module, which consists of the 51 kDa (NUBM) and the 24 kDa (NUHM) subunits. The reconstruction was determined by 3D electron microscopy of single particles. A comparison to our earlier reconstruction of the complete Y. lipolytica complex I clearly assigns the two flavoprotein subunits to an outer lobe of the peripheral arm of complex I. Localizing the two subunits allowed us to fit the X-ray structure of the hydrophilic fragment of complex I from Thermus thermophilus. The fit that is most consistent with previous immuno-electron microscopic data predicts that the ubiquinone reducing catalytic center resides in the second peripheral lobe, while the 75 kDa subunit is placed near the previously seen connection between the peripheral arm and the membrane arm protrusions.

The structure of the ATP-bound state of S. cerevisiae phosphofructokinase determined by cryo-electron microscopy

Phosphofructokinase (Pfk1, EC 2.7.1.11) plays a key regulatory role in the glycolytic pathway. The combination of X-ray crystallographic and biochemical data has provided an understanding of the different conformational changes that occur between the active and inhibited states of the bacterial enzyme, and of the role of the two bacterial effectors. Eukaryotic phosphofructokinases exhibit a far more sophisticated regulatory mechanism, they are more complex structures regulated by a large number of effectors (around 20). Saccharomyces cerevisiae Pfk1 is an 835 kDa hetero-octamer which shows cooperative binding for fructose-6-phosphate (F6P) and non-cooperative binding for ATP. The 3D structure of the F6P-bound state was obtained by cryo-electron microscopy to 1.1 nm resolution. This electron microscopy structure, in combination with molecular replacement using the bacterial enzyme has helped provide initial phases to solve the X-ray structure of the F6P-bound state 12S yeast truncated-tetramer. Biochemical and small-angle X-ray scattering (SAXS) studies had indicated that Pfk1 underwent a large conformational change upon Mg-ATP binding. We have calculated a reconstruction using reference-based 3D projection alignment methods from 0 degrees images acquired from frozen-hydrated preparations of the enzyme in the presence of Mg-ATP. The ATP-bound structure is more extended or open, and the calculated radius of gyration of 7.33 nm (7.0 nm for F6P) is in good agreement with the SAXS data. There is a substantial decrease in the rotational angle between the top and bottom tetramers. Interestingly, all these changes have arisen from a reorientation of the alpha- and beta-subunits in the dimers. The interface region between the alpha- and beta-subunits is now approximately half the size of the one in the F6P-bound structure. This is the first time that the 3D structure of a eukaryotic Pfk1 has been visualized in its T-state (inhibited-state).