Pattern classification of kinematic and kinetic running data to distinguish gender,shod/barefoot and injury groups with feature ranking

The identification of differences between groups is often important in biomechanics. This paper presents group classification tasks using kinetic and kinematic data from a prospective running injury study. Groups composed of gender, of shod/barefoot running and of runners who developed patellofemoral pain syndrome (PFPS) during the study, and asymptotic runners were classified.

The features computed from the biomechanical data were deliberately chosen to be generic. Therefore, they were suited for different biomechanical measurements and classification tasks without adaptation to the input signals. Feature ranking was applied to reveal the relevance of each feature to the classification task.

Data from 80 runners were analysed for gender and shod/barefoot classification, while 12 runners were investigated in the injury classification task. Gender groups could be differentiated with 84.7%, shod/barefoot running with 98.3%, and PFPS with 100% classification rate. For the latter group, one single variable could be identified that alone allowed discrimination.     

Analysis of sequence patterns proximal to the stop codons in Oryza sativa

Abstract

A comprehensive analysis of sequence patterns around the stop codons was performed, by using more than 26,000 rice full-length cDNA sequences. Here it is shown that the bias was most outstanding at the position immediately before the stop codons (?1 codon), where the AAC codon was strongly preferred among ANC codons. Compared with other positions, the codon immediately after the stop codons (+1 codon) also displayed an apparent difference, and had a strong consensus for base A at the first, C at the second, and A at the third letters, respectively. Notably, the base biases at the positions directly downstream of the stop codons, such as the +4, +5 and +6 positions, were much stronger than other positions in the 3′-UTR region, suggesting that those base positions might act as an extended stop signal in the process of protein synthesis. Examination of the relationship between sequence pattern and gene expression level, assessed by CAI values and EST counting, revealed a tendency towards bigger base biases for highly expressed genes. It could be inferred that the translation stop signal is possibly involved in many sequence recognition elements other than the stop codons; highly expressed genes should hold strong sequence consensus around the stop codons for efficient translation termination.     

Endogenous electromagnetic fields in plant leaves: a new hypothesis for vascular pattern formation

Electromagnetic (EM) phenomena have long been implicated in biological development, but few detailed, practical mechanisms have been put forth to connect electromagnetism with morphogenetic processes. This work describes a new hypothesis for plant leaf veination, whereby an endogenous electric field forming as a result of a coherent Frohlich process, and corresponding to an EM resonant mode of the developing leaf structure, is capable of instigating leaf vascularisation. In order to test the feasibility of this hypothesis, a three-dimensional, EM finite-element model (FEM) of a leaf primordium was constructed to determine if suitable resonant modes were physically possible for geometric and physical parameters similar to those of developing leaf tissue. Using the FEM model, resonant EM modes with patterns of relevance to developing leaf vein modalities were detected. On account of the existence of shared geometric signatures in a leaf's vascular pattern and the electric field component of EM resonant modes supported by a developing leaf structure, further theoretical and experimental investigations are warranted. Significantly, this hypothesis is not limited to leaf vascular patterning, but may be applicable to a variety of morphogenetic phenomena in a number of living systems.     

Unexpected mode of action of sweet potato β-amylase on maltooligomer substrates

β-Amylase (EC 3.2.1.2), one of the main protein of the sweet potato, is an exo-working enzyme catalyzing the hydrolysis of α(1,4) glycosidic linkages in polysaccharides and removes successively maltose units from the non-reducing ends. The enzyme belongs to glycoside hydrolase GH14 family and inverts the anomeric configuration of the hydrolysis product. Multiple attack or processivity is an important property of polymer active enzymes and there is still limited information about the processivity of carbohydrate active enzymes. Action pattern and kinetic measurements of sweet potato β-amylase were made on a series of aromatic chromophor group-containing substrates (degree of polymerization DP 3-13) using HPLC method. Measured catalytic efficiencies increased with increasing DP of the substrates. Processive cleavage was observed on all substrates except the shortest pentamer. The mean number of steps without dissociation of enzyme–product complex increases with DP of substrate and reached 3.3 in case of CNPG11 indicating that processivity on longer substrates was more significant. A unique transglycosylation was observed on those substrates, which suffer processive cleavage and the substrates were re-built by the enzyme. Our results are the first presentation of a transglycosylation during an inverting glycosidase catalyzed hydrolysis. The yield of transglycosylation was remarkable high as shown in the change of the CNPG11 quantity. The CNPG11 concentration was doubled (from 0.24 to 0.54 mM) in the early phase of the reaction.     

Residency and abundance of sperm whales (Physeter macrocephalus) in Nemuro Strait,Hokkaido, Japan

We examined the trend in residence patterns and abundance of male sperm whales in Nemuro Strait, Japan, based on long-term photo-identification (1,513 survey days, total 2,969 photos) between 2006 and 2017. A total of 225 unique individuals were identified during this study, with an average of 36 (SE = 2.55) new individuals identified in each season. The model chosen by maximum likelihood suggests that residence time around Nemuro Strait is 769 (SE = 372.4) days, with individuals staying in the strait about 48 days (SE = 8.36) per year. While the migration patterns of male sperm whales visiting this area are still unclear, these findings along with previous studies suggest that males move from one breeding area to another neighboring area every several weeks, shifting their home ranges gradually over a period of a few years. The abundance of sperm whales in Nemuro Strait varied greatly from year to year; from 28 (95%CI: 24–44) in 2015 and (95%CI: 22–48) in 2016 to 66 (95%CI: 57–84) in 2011. This study provides important knowledge of abundance and residency for Nemuro Strait, information which will contribute to further research on the social structure and movement pattern of male sperm whales.     

松墨天牛漆酶基因MaLac1的克隆、原核表达及表达谱分析

【目的】本研究旨在克隆并鉴定松墨天牛Monochamus alternatus内源漆酶基因MaLac1,分析其在松墨天牛不同发育阶段的表达水平,为进一步明确MaLac1功能提供依据。【方法】基于松墨天牛肠道转录组测序数据,通过RACE克隆松墨天牛MaLac1基因的全长cDNA序列,并对其进行生物信息学分析;将该基因与pET-32a载体链接构建表达载体pET-MaLac1,导入大肠杆菌Escherichia coli Rosetta (DE3)使其表达;使用qPCR检测MaLac1基因在松墨天牛不同发育阶段(低龄幼虫、老熟幼虫、蛹、雌成虫和雄成虫)肠道中的表达差异。【结果】克隆获得松墨天牛MaLac1的cDNA全长序列(GenBank登录号:KY073340)。MaLac1开放阅读框全长2 067 bp,编码一个含688个氨基酸的蛋白质,预测分子量为78.34 kD,等电点为5.30。SignalP 4.1 Server预测MaLac1在N端包含一个15个氨基酸的信号肽。序列比对分析表明,MaLac1具有典型的昆虫漆酶基因特征,与赤拟谷盗Tribolium castaneum漆酶基因的氨基酸序列一致性达93%。SDS-PAGE检测发现IPTG诱导表达了一条大约78 kD的特异蛋白条带,与推测大小一致。qPCR结果显示,MaLac1在不同发育阶段的松墨天牛肠道中均有表达,其中,在雌成虫肠道中表达量最高,在雄成虫肠道中的次之,在幼虫肠道中的最低。【结论】MaLac1在松墨天牛成虫中表达量显著高于其在幼虫中的,这一结果可能与幼虫和成虫的取食习性差异相关。MaLac1在松墨天牛体内的功能还有待进一步研究。     

Being a bright snake: Testing aposematism and mimicry in a neotropical forest

Based on color patterns and behavioral similarities, venomous coral snake Micrurus corallinus (Elapidae) may act as a model for two polymorphic species, Erythrolamprus aesculapii (Dipsadidae) and Micrurus decoratus (Elapidae). Plasticine replicas were used to investigate the aposematism of these coloration patterns and whether these species may be part of mimetic complexes in two Atlantic Forest localities in Southeast Brazil. Coral replicas were more avoided when set upon a white background, evincing that the pattern may act aposematically in contrast with light substrates. Birds attacked all four patterns equally during the mimicry experiments. Birds of prey, known to be effective in predating snakes, are quite abundant in the study areas, which may have led to this lack of avoidance. Accordingly, they predated more adult-sized replicas, which could be more dangerous. Interestingly, opossum avoided the Micrurus corallinus and Erythrolamprus aesculapii replicas that resembled the model. This suggests that opportunistic predators, as the opossum may be important selective agents in mimicry complexes.