Concurrent Bursty Behavior of Social Sensors in Sporting Events

The advent of social media expands our ability to transmit information and connect with others instantly, which enables us to behave as “social sensors.” Here, we studied concurrent bursty behavior of Twitter users during major sporting events to determine their function as social sensors. We show that the degree of concurrent bursts in tweets (posts) and retweets (re-posts) works as a strong indicator of winning or losing a game. More specifically, our simple tweet analysis of Japanese professional baseball games in 2013 revealed that social sensors can immediately react to positive and negative events through bursts of tweets, but that positive events are more likely to induce a subsequent burst of retweets. We confirm that these findings also hold true for tweets related to Major League Baseball games in 2015. Furthermore, we demonstrate active interactions among social sensors by constructing retweet networks during a baseball game. The resulting networks commonly exhibited user clusters depending on the baseball team, with a scale-free connectedness that is indicative of a substantial difference in user popularity as an information source. While previous studies have mainly focused on bursts of tweets as a simple indicator of a real-world event, the temporal correlation between tweets and retweets implies unique aspects of social sensors, offering new insights into human behavior in a highly connected world.     

Purification and Characterization of Sucrose Synthase from Peach (Prunus persica) Fruit

Sucrose synthase (EC 2.4.1.13 [EC] ) was purified from peach fruit(Prunus persica) to a single band of protein on SDS-PAGE byammonium sulfate fractionation, DEAE-cellulose (DE-52) chromatography,Sepharose CL-6B gel filtration, PBA-60 affinity chromatographyand Sephadex G-200 gel filtration. The molecular weight wasestimated to be 360,000 by gel filtration. The enzyme was foundto be a tetramer of identical 87-kDa subunits. The maximum activityfor the synthesis and cleavage of sucrose was observed at pH8.5 and pH 7.0, respectively. The enzymatic reaction followedtypical Michaelis-Menten kinetics in both directions, with thefollowing parameters: K_m(fructose), 4.8 mmM; K_m(UDPglucose),0.033 mM; K_m(sucrose), 62.5 mM; K_m(UDP), 0.080 mM. Other properties,such as substrate specificity and the effects of divalent cations,were also investigated. The relationship between the enzymeand the accumulation of sucrose in peach fruit is discussed. Present address: Laboratory of Horticulture, Faculty of Agriculture,Nagoya University, Chikusa, Nagoya 464, Japan. (Received May 2, 1988; Accepted September 14, 1988)     

Does Tn10 transpose via the cointegrate molecule?

Summary It has been well established that Tn3 and its relatives transpose from one replicon to another by two successive reactions: formation of the cointegrate molecule and resolution from it. Whether or not the 9300 base pair tetracycline resistance transposon Tn10 transposes in the same manner as Tn3 was investigated by two methods.In the first method, 55, a lambda phage carrying Tn10 was lysogenized in an Escherichia coli strain carrying a Tn10 insertion; the phage has a deletion in attP, hence it was lysogenized in a Tn10 sequence in the E. coli chromosome by reciprocal recombination. The chromosomal structure in these lysogens is equivalent to the Tn10-mediated cointegrate molecule of lambda and the E. coli chromosomal DNA. The stability of the cointegrate molecule was examined by measuring the rate of excision of lambda from the host chromosome, and was found to be stable, especially in a Rec^- strain. Because of this stability, the cointegrate molecule should be accumulated if Tn10 transposes via the cointegrate molecule. Then, we examined the configuration of products made by transposition of Tn10 from 55 to the E. coli chromosome. The cointegrate molecule was found in products of Tn10 transposition in a Rec⁺ strain at a frequency of 5% per Tn10 transposition, but this molecule could not be found in a Rec^- strain. Since transposition of Tn10 was recA-independent, absence of the cointegrate molecule formed in a RecA^- strain strongly suggested that the cointegrate molecule is not an obligatory intermediate of transposition of Tn10.In the second method, mobilization of pACYC177 by R388 and by R388:: Tn10 was examined. The pACYC177 plasmid was mobilized by R388::Tn10 at a frequency of 10^-4 per donor but not by R388. It occurred, in most cases, by inverse transposition of R388::Tn10 to pACYC177 forming plasmids such as pACYC177::IS10-R388-IS10. Mobilization of pACYC177 by a Tn10-mediated cointegrate in the form of pACYC177::Tn10-R388-Tn10 was not observed in crosses using a Rec^- donor. These observations also suggested that transposition of Tn10 in Rec^- cells does not occur via the cointegrate molecule.     

Luxol Fast Blue Mbs and Phloxine; a Stain for Mitochondria

The applicability of Luxol fast blue MBS as a 0.1% solution in 0.05% acetic acid to the staining of mitochondria, first recognized in rat kidney by Shanklin and Nassar (Stain Techn., 34: 257-60. 1959), was confirmed in various organs (formalin-Zenker and Regaud's fixations; paraffin embedding) of the mouse and bullfrog. In liver cells and in the epithelium of renal tubules, mitochondria were stained green, selectively and clearly. The dark cells of the renal tubules and the middle piece of sperms in both animals were conspicuously demonstrated by their dense assemblages of green granules. The periodic acid-Schiff procedure proposed by Shanklin and Nassar as a counterstain was replaced by staining in 0.5% aqueous phloxine, 2-3 min; differentiation in 5% phosphotungstic acid, 2 min; and washing in water, 5 min. This simplified and accelerated the techique, and gave a better color contrast. Advantages of Luxol fast blue MBS and phloxine staining over traditional methods for mitochondria in paraffin sections are: durability of the stain, high specificity, simplicity of procedure, and constant result.     

Detection of human T-cell leukemia virus type I (HTLV-I) provirus in an infected cell line and in peripheral mononuclear cells of blood donors by the nested double polymerase chain reaction method: comparison with HTLV-I antibody tests.

Human T-cell leukemia virus type I (HTLV-I) provirus DNA from the cultured cell line HUT 102 and from peripheral mononuclear cells (PBMC) of anti-HTLV-I antibody-positive Japanese blood donors was detected by the nested double polymerase chain reaction (PCR) method. This procedure consists of a first amplification and a second amplification with the products of the first amplification and primers interior to the first primers. Using this method, we demonstrated that it is possible to detect single-template DNA. Polyacrylamide gel electrophoresis of the nested double PCR products, with our primers, revealed three bands with excess amounts of template DNA, two bands with moderate amounts, and a single band with limited amounts. The amount of provirus in PBMC was roughly estimated from the results of the nested double PCR. Particle agglutination (PA) assays and indirect immunofluorescence testing (IF) with mixed MT-2 cells and Molt-4 cells as targets to detect anti-HTLV-I antibody were performed, and the results were compared with those of the nested double PCR of the pX region. None of the 101 PA-negative samples were positive in either the IF or PCR test. Of the 155 samples that were antibody positive by the PA assay, 57 were positive by both PCR and IF. Furthermore, the results of the IF and PCR tests coincided completely. It was therefore concluded that the IF method is most appropriate for confirmation of the PA assay currently used in most diagnostic laboratories and blood centers.     

Purification of nitric oxide synthase from bovine brain: immunological characterization and tissue distribution.

Nitric oxide (NO) synthase (EC 1.14.23) was purified to homogeneity from bovine cerebrum. The molecular weight of NO synthase was estimated to be 150 kDa by both SDS/PAGE and gel filtration at high salt concentration. For activity, the enzyme required NADPH, Ca2+, calmodulin and tetrahydrobiopterin as cofactors. Rabbit polyclonal antibody to bovine brain NO synthase reacted with 150 kDa NO synthase in various bovine and rat organs, including the brain, pituitary and adrenal glands, but not with that in stimulated macrophages, indicating that there are at least two immunologically distinct NO synthases.     

Bul1, a new protein that binds to the Rsp5 ubiquitin ligase in Saccharomyces cerevisiae.

We characterized a temperature-sensitive mutant of Saccharomyces cerevisiae in which a mini-chromosome was unstable at a high temperature and cloned a new gene which encodes a basic and hydrophilic protein (110 kDa). The disruption of this gene caused the same temperature-sensitive growth as the original mutation. By using the two-hybrid system, we further isolated RSP5 (reverses Spt- phenotype), which encodes a hect (homologous to E6-AP C terminus) domain, as a gene encoding a ubiquitin ligase. Thus, we named our gene BUL1 (for a protein that binds to the ubiquitin ligase). BUL1 seems to be involved in the ubiquitination pathway, since a high dose of UBI1, encoding a ubiquitin, partially suppressed the temperature sensitivity of the bul1 disruptant as well as that of a rsp5 mutant. Coexpression of RSP5 and BUL1 on a multicopy plasmid was toxic for mitotic growth of the wild-type cells. Pulse-chase experiments revealed that Bul1 in the wild-type cells remained stable, while the bands of Bul1 in the rsp5 cells were hardly detected. Since the steady-state levels of the protein were the same in the two strains as determined by immunoblotting analysis, Bul1 might be easily degraded during immunoprecipitation in the absence of intact Rsp5. Furthermore, both Bul1 and Rsp5 appeared to be associated with large complexes which were separated through a sucrose gradient centrifugation, and Rsp5 was coimmunoprecipitated with Bul1. We discuss the possibility that Bul1 functions together with Rsp5 in protein ubiquitination.     

Immunohistochemical localization and quantitative analysis of cellular glutathione peroxidase in foetal and neonatal rat tissues: Fluorescence microscopy image analysis

Summary To quantitate the developmental changes in selenium-dependent cellular glutathione peroxidase during the perinatal period, tissue sections from foetal (day 12 to day 22) and neonatal (day 6) rats were stained immunohistochemically using specific polyclonal antiserum. The intensity of the staining was quantified by fluorescence microscopy image analysis. There was a general trend of enriched glutathione peroxidase in the epithelial linings and metabolically active sites. Significant fluorescence was detected in cardiomyocytes, hepatocytes, renal tubular epithelium, bronchiolar epithelium and intestinal epithelium at day 15. The intensity increased in a stepwise manner therafter. The overall increase in the intensity of staining in the heart, liver, kidneys, lungs and intestine was 1.5-, 2.3-, 1.6-, 1.7- and 3.0-fold, respectively. The phase of most rapid increase occurred during the foetal period in the liver, intestine and heart. In the kidneys and lungs, glutathione peroxidase increased significantly during foetal life, and to a similar extent postnatally. These results suggest that the intracellular H₂O₂-scavenging system develops during the foetal period as an essential mechanism for living under atmospheric oxygen conditions. The late development observed in the kidneys and lungs is consistent with the relative biological immaturity of these organs in full-term neonates.     

Comparison of axonemal proteins from two kinds of Tetrahymena. I. Different characteristics of dyneins in heat stability

Tetrahymena thermophila could still swim after incubation of the cell body at 40°C for 30 min, whereas Tetrahymena pyriformis did not show any motility after the treatment. Turbidity measurements revealed that axonemes of T. pyriformis lost ATP-dependent sliding activity by the heat treatment, whereas those of T. thermophilia still had the activity under the same conditions. In connection with this difference in susceptibility to high temperature, the biochemical characteristics of dyneins were compared between the two species of Tetrahymena. Axonemal dyneins from the two species had significant vanadate-sensitive ATPase activity even after the heat treatment. Native gel electrophoresis and the following two-dimensional electrophoresis showed that the outer arm dynein of T. thermophilia is more stable in maintaining native configuration than that of T. pyriformis against the heat treatment, although both treated dyneins keep three (α, β and γ) subunits. Analysis by peptide mapping demonstrated that β- and γ-subunits of the outer arm dynein are considerably different in amino acid sequences between the two species. These results imply that dynein of T. thermophilia changed their amino acid sequences and biochemical characteristics to adapt to high temperature.     

Enhanced Expression of an Endothelin ETA Receptor in Capillaries from Human Glioblastoma: A Quantitative Receptor Autoradiographic Analysis Using a Radioluminographic Imaging Plate System

Abstract: We identified and characterized ¹²⁵I-endothelin-1 (¹²⁵I-ET-1) binding sites in tumor capillaries isolated from human glioblastomas, using the quantitative receptor autoradiographic technique with pellet sections. Quantification was done using the computerized radioluminographic imaging plate system. High-affinity ET receptors were localized in capillaries from glioblastomas and the surrounding brain tissues (K_D = 4.7 ± 1.0 × 10^?10 and 1.6 ± 0.3 × 10^?10M, respectively; B_max = 161 ± 38 and 140 ± 37 fmol/mg, respectively; mean ± SEM, n = 5). BQ-123, a selective antagonist for the ET_A receptor, potently competed for ¹²⁵I-ET-1 binding to sections of the microvessels with IC₅₀ values of 5.1 ± 0.3 and 5.1 ± 1.5 nM, and 10^?6M BQ-123 displaced 84 and 58% of ET binding to capillaries from tumors and brains, respectively. In addition, competition curves obtained in the presence of increasing concentrations of ET-3 showed two components (IC₅₀ = 5.7 ± 2.5 × 10^?10 and 1.4 ± 0.2 × 10^?6M for tumor microvessels, 1.8 ± 0.6 × 10^?10 and 1.1 ± 0.3 × 10^?6M for brain microvessels, respectively). Our results indicate that (a) the method we used is simple and highly sensitive for detecting and characterizing various receptors in tumor capillaries, especially in the case of a sparse specimen, and (b) capillaries in glioblastomas express specific high-affinity ET binding sites, candidates for biologically active ET receptors, which predominantly belong to the ET_A subtype.