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.     

Application of 39K NMR Spectroscopy to Potassium Transport in Mung Bean Root Tips

The intracellular K⁺ concentration and its change in mung bean[Vigna mungo (L.) Hepper] root tips were investigated non-invasivelywith ³⁹K nuclear magnetic resonance spectroscopy using a membraneimpermeable shift reagent, dysprosium (III) tripolyphosphate[Dy(PPP_i)^7–₂]. The K⁺ resonance was shifted to highermagnetic field in proportion to the concentration of the shiftreagent. In addition to a reference capillary peak for measuringthe K⁺ concentration, two well-resolved peaks (intra- and extracellularK⁺ resonances) were observed in the 39K NMR spectra of mungbean root tips. The intracellular K⁺ concentration was determinedto be 41 mM, which was similar to the value obtained by flamephotometry. When 20 mM KCl was added to the external medium,the intensity of the intracellular K⁺ resonance gradually increasedand the net K⁺ uptake rate was calculated to be 4.1 micromolesper gram fresh weight per hour. After removal of KCl from theperfusion medium, the intracellular K⁺ concentration considerablydecreased. With ³¹P NMR method, 2.5 mM Dy(PPP_j)^7–1₂ and20 mM KCl had little effect on the ATP level in the cells. Wehave indicated that the ³⁹K NMR method can be used to determinethe K⁺ levels and net fluxes of the K⁺ transport in perfusedroot tips successively. (Received April 6, 1988; Accepted September 29, 1988)     

Cloning of two protease genes fromRhodocyclus gelatinosa APR 3-2 and their expression inEscherichia coli

Two different protease genes were cloned fromRhodocyclus gelatinosa APR 3-2 inEscherichia coli HB 101/ with pBR329 or its derivatives. The recombinant plasmids designated as pRP100 and pRP300 contained 11.2 and 10.6 kb DNA fragments, respectively. The differences of both plasmids in restriction enzyme maps indicate that these plasmids contained different protease genes. DNA fragments coding for protease, 6.4 kb and 4.5 kb from pRP100 and pRP300, were subcloned into pRP329 and designated as pRP101 and pRP301, respectively. The two cloned proteases were excreted in culture medium ofE. coli, and ß-lactamase ofE. coli, which was originally localized in periplasmic space, was also excreted in the medium.     

Coevolution of Bacteriophage PP01 and Escherichia coli O157:H7 in Continuous Culture

The interaction between Escherichia coli O157:H7 and its specific bacteriophage PP01 was investigated in chemostat continuous culture. Following the addition of bacteriophage PP01, E. coli O157:H7 cell lysis was observed by over 4 orders of magnitude at a dilution rate of 0.876 h⁻¹ and by 3 orders of magnitude at a lower dilution rate (0.327 h⁻¹). However, the appearance of a series of phage-resistant E. coli isolates, which showed a low efficiency of plating against bacteriophage PP01, led to an increase in the cell concentration in the culture. The colony shape, outer membrane protein expression, and lipopolysaccharide production of each escape mutant were compared. Cessation of major outer membrane protein OmpC production and alteration of lipopolysaccharide composition enabled E. coli O157:H7 to escape PP01 infection. One of the escape mutants of E. coli O157:H7 which formed a mucoid colony (Mu) on Luria-Bertani agar appeared 56 h postincubation at a dilution rate of 0.867 h⁻¹ and persisted until the end of the experiment (~200 h). Mu mutant cells could coexist with bacteriophage PP01 in batch culture. Concentrations of the Mu cells and bacteriophage PP01 increased together. The appearance of mutant phage, which showed a different host range among the O157:H7 escape mutants than wild-type PP01, was also detected in the chemostat culture. Thus, coevolution of phage and E. coli O157:H7 proceeded as a mutual arms race in chemostat continuous culture.     

Characterization of an Enterotoxin Produced by Vibrio cholerae O139

A cholera-like enterotoxin was purified from Vibrio cholerae O139 strain AI-1841 isolated from a diarrheal patient in Bangladesh. Its characteristics were compared with that of cholera toxins (CTs) of classical strain 569B and El Tor strain KT25. Al-1841 produced as much toxin as O1 strains. The toxins were indistinguishable in terms of their migration profiles in conventional polyacrylamide gel disc electrophoresis, sodium dodecyl sulfate-polyacrylamide gel electrophoresis and isoelectrofocusing as well as their affinity for hydroxyapatite. The skin permeability factor activity and the fluid accumulation induced in rabbit ileal loops of the toxin of AI-1841 were identical to those of the CTs. Three toxins equally reacted against anti-569B CT antiserum in Western blotting, and their B subunits formed a precipitin line against any anti-B subunit antiserum by double gel immunodiffusion. Anti-569B CTB antibody neutralized the three toxins in their PF activities and enterotoxicities. The amino acid sequence of 1841 toxin B subunit was identical with that of KT25 CTB, corresponding to the DNA sequence of ctxB from El Tor strains of the seventh pandemic. We concluded 1841 toxin was identical to CT of the seventh pandemic El Tor vibrios.     

Effects of α-tocopherol analogs on lysosome membranes and fatty acid monolayers

The surface pressures of α-tocopherol analogs, fatty acids, and their mixtures were measured in their spread monolayers at an air—water interface. The surface pressure—area isotherms for the mixed monolayers of α-tocopherol and either stearic acid, oleic acid or linoleic acid deviated positively from those calculated on the basis of the additivity rule, and the magnitude depended on the length of the phytyl side chain in α-tocopherol and on the degree of unsaturation of the fatty acid chains. Lysosome membranes of mouse liver were stabilized by addition of α-tocopherol. A decrease in the length of the phytyl side chain in α-tocopherol reduced its ability to stabilize lysosome membranes. A good correlation was obtained between the extent of stabilizing activity of α-tocopherol analogs on lysosome membranes and the degree of positive deviation of the surface pressure for their mixtures with fatty acids.     

The primary structure of rat rig/ribosomal protein S15 gene.

We have isolated rat rig/ribosomal protein S15 gene from a DNA library derived from a rat insulinoma and determined the complete nucleotide sequence. The rat rig/S15 gene is composed of four exons and three introns spanning 2 kbp and exhibits distinctive structural features unique for a ribosomal protein gene.     

A kinetic analysis of cell disruption by bead mill. The influence of bead loading, bead size and agitator speed.

The influence of operating parameters such as bead loading, peripheral velocity and bead size on the kinetic behavior of cell disruption in a bead mill was investigated. The bead mill was equipped with a single rotating disc and operated batchwise. Analysis of the data showed that the frequency of bead collision may be correlated to the observed first-order process, applying a new concept called effective disruption volume. It was found that the first-order rate constant was proportional to the square of bead loading within the other experimental conditions examined and increased with the decrease in bead diameter. A new disruption kinetics was proposed, explaining all the observed data in terms of the frequency of bead collision and the concept of effective disruption volume. Although other types of microorganisms were not examined, the concept may well be extended to various kinds of cells.     

Enzymatic synthesis of amylose

Amylose is a linear polymer of α-1,4-linked glucose and is expected to be used in various industries as a functional biomaterial. However, pure amylose is currently not available for industrial purposes, since the separation of natural amylose from amylopectin is difficult. It is known that amylose has been synthesized using various enzymes. Glucan phosphorylase, together with its substrate, glucose-1-phosphate, is the most suitable system for the production of amylose since the molecular size of amylose can be controlled precisely. However, the problem with this system is that glucose-1-phosphate is too expensive for industrial purposes. This review summarizes our work on the enzymatic synthesis of essentially linear amylose, together with recent progress in the production of synthetic amylose using sucrose or cellobiose through the combined actions of phosphorylases.