A binary segmentation approach for boxing ribosome particles in cryo EM micrographs

Three-dimensional reconstruction of ribosome particles from electron micrographs requires selection of many single-particle images. Roughly 100,000 particles are required to achieve approximately 10 A resolution. Manual selection of particles, by visual observation of the micrographs on a computer screen, is recognized as a bottleneck in automated single-particle reconstruction. This paper describes an efficient approach for automated boxing of ribosome particles in micrographs. Use of a fast, anisotropic non-linear reaction-diffusion method to pre-process micrographs and rank-leveling to enhance the contrast between particles and the background, followed by binary and morphological segmentation constitute the core of this technique. Modifying the shape of the particles to facilitate segmentation of individual particles within clusters and boxing the isolated particles is successfully attempted. Tests on a limited number of micrographs have shown that over 80% success is achieved in automatic particle picking.     

Competitive cellular uptake of nanoparticles made from polystyrene, poly(methyl methacrylate), and polylactide

The uptake behavior of negatively charged fluorescent nanoparticles made from different polymers (PS, PMMA, and PLLA) is studied on HeLa cells. All particles are obtained by the miniemulsion process using sodium dodecylsulfate as anionic surfactant. The size of the particles is in the range 105-125 nm. Cell uptake is analyzed by flow cytometry and reveals a higher uptake of PLLA particles compared to PMMA and PS particles. In competitive uptake studies two different types of particles are co-incubated with the HeLa cells; the results indicate a mutual influence of the particles on their uptake behavior. A reduced internalization of PLLA particles in the presence of PS particles is observed, although neither the co-incubation of PMMA and PLLA nor of PMMA and PS shows similar effect.     

A minor pathway leading to plaque-forming particles in bacteriophage lambda. Studies on the function of gene D

Lysates of bacteriophage λ, mutant in the head gene D, contain a minor amount of defective particles which can be isolated and complemented to infective particles by adding purified gene D product. The defective particles contain DNA with a specific infectivity in the helper assay of about 10% of phage DNA. This DNA is firmly held in the capsid and a tail is attached. Although the particles adsorb to sensitive bacteria, the DNA is not injected. The complemented, infectious particles differ from normal phage by having a lower density. After growing in a permissive host, phage particles of normal density are produced. The implications of the ability of gene D protein to bind to otherwise complete particles as a last step are discussed.     

Flow chamber analysis of size effects in the adhesion of spherical particles

The non-specific adhesion of spherical micro- and nano-particles to a cell substrate is investigated in a parallel plate flow chamber. Differently from prior in-vitro analyses, the total volume of the particles injected into the flow chamber is kept fixed whilst the particle diameter is changed in the range 0.5-10 microm. It is shown that: (i) the absolute number of particles adherent to the cell layer per unit surface decreases with the size of the particle as d(-1.7); (ii) the volume of the particles adherent per unit surface increases with the size of the particles as d(+1.3). From these results and considering solely non-specific particles, the following hypothesis are generated (i) use the smallest possible particles in biomedical imaging and (ii) use the largest possible particles in drug delivery.     

The biophysics of pit construction by antlion larvae (Myrmeleon, Neuroptera)

An antlion pit is lined with fine particles during construction. This feature appears to increase the effectiveness of the pit in prey capture. Pit structure is influenced by physical properties of sand and the building behaviour of the antlion. Two physical properties of sand govern pit structure: the angle of repose and Stoke's Law drag force. These two properties complement each other as follows: (a) Since larger particles have a lower angle of repose than smaller particles, fine sand grains tend to stay on the pit walls, whereas larger particles fall to the pit's centre. (b) Large particles have a lower drag to momentum ratio than do small particles. Thus, larger particles are more likely to be thrown out of the pit than are smaller particles. Several behavioural modifications were demonstrated that increase the number of fine particles on the pit walls while reducing construction costs for the antlion. (a) A trajectory angle of 45° is used when the antlion throws particles out of the pit. This angle will maximize the distance to which larger particles are thrown. A trajectory angle of 60° is used at the end of pit construction when the antlion is throwing fine particles on the sides of the pit. This angle reduces the number of these fine particles leaving the pit. (b) Antlions can alter the velocity with which they throw particles. When discarding prey carcasses and debris that have accumulated during prey capture, they use a velocity that is approximately 39% higher than the velocity used during pit construction. (c) By vibrating their forelegs, antlions appear to sift out the finer particles before each throw. This increases the percentage of larger particles discarded from the pit.     

Assembly of Adenoviruses

Sodium dodecyl sulfate-polyacrylamide gel electrophoresis of purified incomplete particles of adenoviruses type 2 and 3 revealed that core proteins V and VII and capsid proteins VI, VIII, and X were absent in these particles, but they contained polypeptides not present in complete particles. Two types of incomplete particles were observed in the electron microscope, appearing as deoxyribonucleic acid-less particles with single discontinuities in the capsid structure (about 80%), or more amorphous particles resembling hexon aggregates (about 20%). The amount of incomplete and complete particles increased in parallel during the infectious cycle. Detectable amounts were found at 13 h with a maximum rate of synthesis for both particles at 24 h after infection. (3)H-labeled amino acids were incorporated into incomplete particles without a detectable lag period, but the label appeared in complete particles with a 60- to 80-min lag. Early after the pulse in pulse-chase experiments, the radioactivity was higher for incomplete particles than for complete particles and leveled off before the activity of complete particles reached a maximum. In the adenovirus type 2 system, pulse-chase experiments suggested a precursor-product relationship between incomplete and complete particles. After a short pulse, 19 h postinfection, entrance of (3)H-labeled amino acids into the hexon polypeptide of complete particles was delayed for 80 min, but no delay was observed for the labeling of the hexon polypeptide of incomplete particles. The core polypeptides appear in complete particles without a delay, also suggesting that incomplete particles were precursors to complete particles. Incorporation of (3)H-labeled amino acids into the hexon polypeptide of complete and incomplete particles was drastically decreased by inhibition of protein synthesis with emetine. However, the uptake of label into core proteins of complete particles was only decreased to 50% on inhibition of protein synthesis. The results suggest that incomplete particles are intermediates in virus assembly in vivo and that the assembly of capsid polypeptides into incomplete and complete particles is dependent on continuing protein synthesis.     

Carousel effect in alveolar models

Experimental work over the past decade has shown that recirculation in alveoli substantially increases the transport of particles. We have previously shown that, for nondiffusing passive particles, this can be understood with the aid of Moffatt's famous corner flow model. Without wall motion, passive particles recirculate in a regular fashion and no chaos exists; however, wall motion produces extensive chaotic flow. Aerosols typically do not follow this flow as they are fundamentally different from fluid particles. Here, we construct a simple model to study diffusing particles in the presence of recirculation. We assume that all particles are passive, that is to say that they do not significantly alter the underlying flow. In particular, we consider particles with high Peclet number and neglect inertial effects. We modify the Lagrangian system for corner eddies to accommodate diffusing particles. Particle transport is governed by Langevin equations. Ensembles of diffusing particles are tracked by numerical integration. We show that transport of diffusing particles is enhanced by sufficiently strong underlying recirculation through a mechanism that we call the "carousel effect." However, as the corner is approached, the recirculation rapidly decreases in intensity, favoring motion by diffusion. Far from the corner's apex, recirculation dominates. For real alveoli, the model indicates that sufficiently strong recirculation can enhance transport of diffusing particles through the carousel effect.     

Flow cytometric analysis of fine particles in a eutrophic lake.

Fine particles play an important role, not only in aquatic biogeochemical processing but also in the distribution, transfer and transformation of pollutants in the aquatic environment. Flow cytometry, widely used in biomedical research, allows fast counting and optical analysis of individual particles. Organic autotrophic particles contain naturally fluorescing pigments, such as chlorophyll and phycoerythrin. Different populations have different sizes and pigments. They also have different ratios of pigments. In general, side angle scatter (SSC) is related to the size, shape and refractive index of particles. When a 488 nm wavelength was used to excite chlorophyll and phycoerythrin fluorescence, the pigments of organic autotrophic particles emitted red and orange light. Fine particles were detected by flow cytometry (FCM) in the southern part of a eutrophic lake in winter. We found that organic autotrophic particles belonged to three populations, which represented only 15.89% of total fine particles. Organic non-living particles and inorganic particles represented the greater part (84.11%) of total fine particles. This study also demonstrated that flow cytometry is well suited to the dynamic monitoring and analysis of natural water aquatic particles that were difficult to study with traditional methods.     

Biochemical research on oogenesis. Aminoacyl tRNA turns over in the 42-S particles of Xenopus laevis oocytes, but its ester bond is protected against hydrolysis

The ester bond aminoacyl tRNA is protected against hydrolysis in the 42-S particles (thesaurisomes) present in Xenopus laevis previtellogenic oocytes. Deacylation of tRNA is very slow in vitro, unless ATP is present. ATP causes a partial turnover of aminoacyl tRNA in vitro, with no detectable decrease in the overall aminoacylation level of tRNA, which remains close to 100%. tRNA in the particles turns over rapidly in vivo. Since the ester bond of aminoacyl tRNA is stabilized inside the 42-S particles, this turnover cannot be a consequence of spontaneous deacylation of tRNA, followed by reacylation by the aminoacyl-tRNA synthetases associated with the particles. We rather consider this turnover as reflecting a true metabolic activity of the particles, and a direct or indirect involvement of these particles in the oocyte's protein-synthesizing system.     

Structure of low density lipoprotein (LDL) particles: basis for understanding molecular changes in modified LDL

Low density lipoprotein (LDL) particles are the major cholesterol carriers in circulation and their physiological function is to carry cholesterol to the cells. In the process of atherogenesis these particles are modified and they accumulate in the arterial wall. Although the composition and overall structure of the LDL particles is well known, the fundamental molecular interactions and their impact on the structure of LDL particles are not well understood. Here, the existing pieces of structural information on LDL particles are combined with computer models of the individual molecular components to give a detailed structural model and visualization of the particles. Strong evidence is presented in favor of interactions between LDL lipid constituents that lead to specific domain formation in the particles. A new three-layer model, which divides the LDL particle into outer surface, interfacial layer, and core, and which is capable of explaining some seemingly contradictory interpretations of molecular interactions in LDL particles, is also presented. A new molecular interaction model for the beta-sheet structure and phosphatidylcholine headgroups is introduced and an overall view of the tertiary structure of apolipoprotein B-100 in the LDL particles is presented. This structural information is also utilized to understand and explain the molecular characteristics and interactions of modified, atherogenic LDL particles.     

Settling of fixed erythrocyte suspension droplets

The fractionation of micron-size particles according to physical properties of size, density and surface characteristics by centrifugation and electrophoresis is hindered when the particles behave collectively rather than individually. The formation and sedimentation of droplets containing particles is an extreme example of collective behavior and a major problem for these separation methods when large quantities of particles need to be fractionated. In this paper, experiments that measured droplet sizes and settling rates for a variety of particles and droplets are described. Expressions are developed relating the particle concentration in a drop to measurable quantities of the fluids and particles. The number of particles in each droplet was then estimated along with the effective droplet density and certain trends are noted. Since a major application of this work is the purification of biological cells in the range of 10 microns, for which monodisperse inert particles are not available, red blood cells from different animals fixed in glutaraldehyde provided model particle groups with the necessary size range, visibility and stability for these fluid dynamical studies.     

Characterization of Thylakoid-Derived Lipid-Protein Particles Bearing the Large Subunit of Ribulose-1,5-Bisphosphate Carboxylase/Oxygenase

Lipid-protein particles bearing the 55-kD ribulose-1,5-bisphosphate carboxylase/oxygenase (Rubisco) (EC 4.1.1.39) large subunit (RLSU) and no detectable corresponding Rubisco small subunit (RSSU) were isolated from the stroma of intact chloroplasts by flotation centrifugation. Stromal RLSU-bearing particles appear to originate from thylakoids because they can also be generated in vitro by illumination of isolated thylakoids. Their formation in vitro is largely heat denaturable and is facilitated by light or ATP. RLSU-containing lipid-protein particles range from 0.05 to 0.10 [mu]m in radius, contain the same fatty acids as thylakoids, but have a 10- to 15-fold higher free-to-esterified fatty acid ratio than thylakoids. RLSU-bearing lipid-protein particles with no detectable RSSU were also immunopurified from the populations of both stromal lipid-protein particles and those generated in vitro from illuminated thylakoids. Protease shaving indicated that the RLSU is embedded in the lipid-protein particles and that there is also a protease-protected RLSU in thylakoids. These observations collectively indicate that the RLSU associated with thylakoids is released into the stroma by light-facilitated blebbing of lipid-protein particles. The release of RLSU-containing particles may in turn be coordinated with the assembly of Rubisco holoenzyme because chaperonin 60 is also associated with lipid-protein particles isolated from stroma.     

The adenosine triphosphatase-inhibitor content of bovine heart submitochondrial particles. Influence of the inhibitor on adenosine triphosphate-dependent reactions.

1. The activity of the ATPase (adenosine triphosphatase) of phosphorylating particles prepared by sonication of bovine heart mitochondria in the presence of MgCl2 and ATP is influenced by the isolation method for the mitochondria used in the preparation of particles. Type-I particles, made from mitochondria isolated in a medium lacking succinate, have a lower ATPase activity than to Type-II particles, which are prepared from mitochondria isolated in a medium containing succinate. 2. Centrifugation under appropriate energized conditions increases the ATPase activity of Type-I particles almost to that of the Type-II particles. The ATPase activity of Type-II particles was only slightly stimulated by this procedure. These data are interpreted as indicating a higher content of the ATPase-inhibitor protein in the Type-I particles. 3. A comparison was made of the ATP-driven enhancement of 8-anilinonaphthalene-1-sulphonate fluorescence and the exchange of the endogenous tightly bound nucleotides of the ATPase in Type-I and Type-II particles. The effect of exogenous inhibitor protein on both these reactions was also studied. 4. The time-scale on which the inhibitor protein can exchange between ATPase molecules is discussed.     

Assembly and intracellular transport of snRNP particles.

The assembly of the major small nuclear ribonucleoprotein (snRNP) particles begins in the cytoplasm where large pools of common core proteins are preassembled in several RNA-free intermediate particles. Newly synthesized snRNAs transiently enter the cytoplasm and complex with core particles to form pre-snRNP particles. Subsequently, the cap structure at the 5' end of the snRNA is hypermethylated. The resulting trimethylguanosine (TMG) cap is an integral part of the nuclear localization signal for snRNP particles and the pre-snRNP particles are rapidly transported into the nucleus. SnRNP particles mature when snRNA-specific proteins complex with the particles, in some cases, just before or during nuclear transport, but in most instances after the particles are in the nucleus. In addition, U6 snRNA hybridizes with U4 snRNA to form a U4/U6 snRNP in the nucleus. The transport signals are retained on the snRNP particles and proteins since existing particles and proteins enter the reformed nucleus after mitosis.     

Gel particles from spray-dried disordered polysaccharides

The formation of gel particles from alginate and ι-carrageenan was studied through a novel pathway of formation via an amorphous spray-dried intermediate. Dried biopolymer particles were suspended in solutions of different Ca²⁺ concentration. Particle size ranges and microscopic observation demonstrated that a range of swelling behaviour could be induced, with lower calcium concentrations resulting in more expanded particles, until a lower limit is reached below which particles initially dissolve. For the same calcium charge stoichiometry, larger swollen gel particles were obtained for alginate than for ι-carrageenan. The ability to produce a range of swollen biopolymer gel particle sizes, on the order of 1–600 μm, is attributed to the balance between gelation and dissolution kinetics, with fast gelation kinetics and slow dissolution promoting production of small gel particles whilst fast dissolution with slow gelation leads to larger gel particles. By controlling the solution environment in which rehydration is carried out, it is therefore possible to produce particles with desired degrees of swelling from a single starting material.     

EPR studies on the respiratory chain of wild-type Saccharomyces cerevisiae and mutants with a deficiency in succinate dehydrogenase.

1. Three nuclear mutants of Saccharomyces cerevisiae deficient in succinate dehydrogenase have been isolated. Two of these mutants are allelic. 2. The amount of covalently bound flavin of submitochondrial particles of the two allelic mutants is about 14% and that of the third mutant about 50% of the amount in wild-type particles. The turnover number of succinate dehydrogenase of particles is decreased in all mutants. The turnover number of fumarate reductase is increased in the two allelic mutants, but decreased in the third mutant. 3. EPR spectra, measured at 82 degrees K, show that the amplitude of the g equals 1.93 signal in particles of the two allelic mutants is less than 10% of that in wild-type particles. It is concluded that iron-sulphur centres other than those of succinate dehydrogenase make only a negligible contribution to the line at g equals 1.93 in wild-type particles. 4. EPR measurements below 20 degrees K show that the amplitude of the signal at g equals 2.01 detected in oxidized particles is decreased in particles of the two allelic mutants. 5. A signal with lines at g equals 2.027 and g equals 1.933 is detected at low temperatures in all particle preparations, even in those from a cytoplasmic petite mutant. It is suggested that this signal is derived from a contaminant and not from the inner membrane.     

Architecture of the outer membrane of Escherichia coli K12. IV. Relationship between outer membrane particles and aqueous pores.

The hypothesis that intramembraneous particles, observed in the outer membrane of Escherichia coli by freeze-fracture electron microscopy, are the morphological representation of aqueous pores, was tested. A mutant which is deficient in five major outer membrane proteins, b, c, d, e and the phage lambda receptor protein, contains a largely decreased number of intramembraneous particles and also shows a greatly decreased rate of uptake of several solutes. In derivatives of this strain which contain only one of these proteins in large amounts a strong decrease of the number of intramembraneous particles is observed, which is accompanied by a complete restoration of the rate of uptake of those solutes which use pores in which the protein in question is involved. The results provide strong evidence for the notion that an individual pore contains only one protein species, a property which has been found earlier for individual particles. The observed correlation between particles and equeous pores strongly supports the hypothesis that the particles are the morphological representation of pores. Implications of this hypothesis for the structure of the particles are discussed.     

Rubber elongation factor from Hevea brasiliensis. Identification, characterization, and role in rubber biosynthesis

The presence of a protein, rubber elongation factor (REF), which is tightly bound to serum-free rubber particles purified from Hevea brasiliensis latex, is necessary for prenyltransferases from a number of sources to add multiple cis-isoprene units to rubber molecules. These prenyltransferases show normal farnesyl pyrophosphate synthase activity (two trans additions of isopentenyl pyrophosphate to dimethylallyl pyrophosphate) in the absence of REF bound to rubber particles. REF bound to rubber molecules can be highly purified from all other proteins in whole latex by treatment of rubber particles with low concentrations of detergent. Treatment of rubber particles with trypsin which hydrolyzes bound REF, removal of REF with high concentrations of various detergents, or treatment of whole latex with polyclonal antibodies specific for REF all prevent prenyltransferase from adding [14C]isopentenyl pyrophosphate to rubber molecules. However, we have not been successful using detergent-solubilized REF in the reconstitution of in vitro rubber biosynthesis with either REF-depleted rubber particles or allylic pyrophosphate primers. REF has a molecular mass of 14,600 Da and is associated specifically with rubber particles in whole latex. It makes up between 10-60% of the total protein in whole latex but is absent in C-serum, the supernatant fluid obtained when rubber particles are removed by centrifugation. The amount of REF in whole latex is proportional to the rubber content. Based on a number average molecular mass of 500,000 Da for rubber and the content of rubber and REF in whole latex or serum-free rubber particles, the stoichiometry of REF molecules to rubber molecules is 1:1 in both cases. There is sufficient REF to form a monomolecular protein layer coating large rubber particles (700-1,000 nm). In the electron microscope, serum-free rubber particle preparations contain particles with diameters from 800 to as small as 10 nm. In the presence of 1% sodium dodecyl sulfate no particles smaller than 100 nm are observed. We suggest that the smaller particles may be mainly composed of REF molecules.     

Self-propagating calciferous particles detected in a human cell line Kasumi-6 (JCRB 1024)

Summary Tiny particles were found in the medium in the presence of the human leukemia cell line Kasumi-6. The particles were separated from human cells by filtration and incubated in RPMI1640 supplemented with 10% fetal calf serum at 37 C. The particles increased in number very slowly in the liquid medium but did not reveal any biological activity. Transmission electron microscopy of the particles showed a spheroid or ovoid shape in ultrathin section. No specific polypeptides from the purified particles were detected by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE), except for bovine fetuin that adsorbed to the surface of the particles. X-ray diffractometry as well as Fourier transform infrared spectrometry suggested the particles consisted of hydroxyapatite. The mechanism of self-propagation of the hydroxyapatite particles in liquid medium is currently unknown. This type of particle has been overlooked for a long period because it is noncultivable. It will be necessary to examine its biological effects to the cultured cells.