Biofilm structure differentiation based on multi-resolution analysis

Quantitative parameters for describing the morphology of biofilms are crucial towards establishing the influence of growing conditions on biofilm structure. Parameters used in earlier studies generally fail to differentiate complex three-dimensional structures. This article presents a novel approach of defining a parameter vector based on the energy signature of multi-resolution analysis, which was applied to differentiating biofilm structures from confocal laser scanning microscopy (CLSM) biofilm images. The parameter vector distinguished differences in the spatial arrangements of synthetic images. For real CLSM images, this parameter vector detected subtle differences in biofilm structure for three sample cases: (1) two adjacent images of a CLSM stack; (2) two partial stacks from the same CLSM stack with equal numbers of images but spatially offset by one image; and (3) three complete CLSM stacks from different bacterial strains. It was also observed that filtering the noise in CLSM images enhanced the sensitivity of the differentiation using our parameter vector.     

细菌生物膜的结构及形成机制研究进展

细菌生物膜是细菌在特定条件下形成的一种特殊细菌群体结构,菌体被包裹在其自身分泌的多聚物中。近年来,有关生物膜组成结构、形成机制、抗逆性机制及其应用防治等诸方面的研究工作进展迅速,本文主要针对细菌生物膜的结构及形成机制方面的研究进展进行了介绍。     

Population genetic structure and interspecific differentiation between Acer davidii Franchi. and A. morrisonense Hayata (Aceraceae) based on SSR markers

Acer davidii Franch. and A. morrisonense Hayata are two important forest tree species (Aceraceae) endemic to mainland China and the Taiwan area, respectively. To investigate population structure and interspecific differentiation between them, we characterized a set of novel microsatellite markers using Illumina sequencing technology. The cross-species amplification analysis showed that 11 out of 21 polymorphic SSR primers of A. davidii also exhibited polymorphisms in A. morrisonense. At the species level, A. davidii has a slightly higher genetic diversity (mean observed heterozygosity, H_O = 0.180) than A. morrisonense (H_O = 0.119). AMOVA showed that most of the variations in A. davidii occurred among individuals within populations and within individuals. Bayesian clustering analyses demonstrated that the two maple species formed two clear genetic lineages. PCoA showed that A. davidii and A. morrisonense were significantly divided into two genetic groups. In addition, asymmetrical weaker gene flow was detected among the two forest tree species. These results suggest that the long term geographic isolation between the mainland and Taiwan may have resulted in a high level of genetic differentiation between these two important maple species.     

基于景观结构和空间统计学的区域生态风险分析

以农牧交错带的典型区域——内蒙古翁牛特旗为研究对象,基于景观结构中的景观干扰度指数和景观脆弱度指数构建区域生态风险指数,并借助空间统计学中的空间自相关和半方差分析方法,进行区域生态风险空间分布和梯度变化特征分析,得出如下结论：（1）研究区内的生态风险度存在着一定的正相关关系,并随着粒度增大,呈现出下降的趋势;（2）1985～2000年的15a中,研究区生态环境质量整体有所下降,生态风险指数较高的地区有所增加;（3）研究区内的沙地坨甸区生态风险度高,相邻区域的生态风险度也较高;（4）研究区生态风险指数空间分异的步长都比较大,为410.9km。     

Biofilm image reconstruction for assessing structural parameters

The structure of biofilms can be numerically quantified from microscopy images using structural parameters. These parameters are used in biofilm image analysis to compare biofilms, to monitor temporal variation in biofilm structure, to quantify the effects of antibiotics on biofilm structure and to determine the effects of environmental conditions on biofilm structure. It is often hypothesized that biofilms with similar structural parameter values will have similar structures; however, this hypothesis has never been tested. The main goal was to test the hypothesis that the commonly used structural parameters can characterize the differences or similarities between biofilm structures. To achieve this goal (1) biofilm image reconstruction was developed as a new tool for assessing structural parameters, (2) independent reconstructions using the same starting structural parameters were tested to see how they differed from each other, (3) the effect of the original image parameter values on reconstruction success was evaluated, and (4) the effect of the number and type of the parameters on reconstruction success was evaluated. It was found that two biofilms characterized by identical commonly used structural parameter values may look different, that the number and size of clusters in the original biofilm image affect image reconstruction success and that, in general, a small set of arbitrarily selected parameters may not reveal relevant differences between biofilm structures.     

Does biofilm origin matter? Biofilm responses to non-flow period in permanent and temporary streams

1. In some regions, climate change is increasing the variability of rainfall and the frequency of extreme events such as drought. Consequently, non-flow periods have grown in length and frequency, both in temporary and in formerly permanent streams. Water abstraction for human use may further prolong these dry periods.
2. We analysed the resistance and resilience of biofilms from permanent and temporary streams to non-flow conditions. This was achieved by exposing cobbles (collected from permanent and temporary streams) with intact biofilm to 31 days of non-flow, followed by 20 days of stream flow in artificial stream channels. Biofilm resistance and resilience were assessed at a structural (algal biomass, pigment composition, and algae and cyanobacteria composition) and functional level (photosynthetic efficiency and community metabolism).
3. Algal taxa in biofilms from permanent and temporary streams differed throughout the experiment. Biofilms from permanent streams were less resistant to non-flow than those from temporary streams at structural level. Permanent stream biofilms also presented lower resilience at a structural level, but responded similarly to temporary stream biofilms at a functional level.
4. Our investigation shows how the non-flow period disturbed permanent stream biofilms, and suggests that temporary stream biofilms will have greater adaptive capacity as hydroperiod becomes shorter due to climate change.

     

基于高通量共聚焦激光扫描显微镜方法定量分析副溶血性弧菌生物被膜结构

【目的】副溶血性弧菌是水产品中常见的食源性致病菌,生物被膜的形成对副溶血性弧菌的环境生存和传播至关重要。这项工作的目的是评估临床和环境中分离出的44株副溶血性弧菌菌株形成的生物被膜的结构多样性。【方法】该研究基于共聚焦激光扫描显微镜的高通量方法,使用与高分辨率成像兼容的96孔微量滴定板,结合结构分析软件ISA-2来研究生物被膜形成和结构,分析22株食品与22株临床来源的副溶血性弧菌菌株形成的生物被膜结构参数(生物体积、平均厚度、粗糙系数)。【结果】CLSM图像显示,44株副溶血性弧菌菌株在培养48h后能够形成3D结构,进一步比较分析了临床来源菌株与环境来源菌株形成的生物被膜结构异同,发现临床菌株生物被膜的变异系数比环境菌株生物被膜的变异系数小,且同时携带tdh和trh两种毒力因子的菌株生物被膜变异性最小。凝聚层次聚类分析结果显示,副溶血性弧菌生物被膜可以分为致密且表面光滑(39%)、斑驳且表面粗糙(27%)、疏松且表面坑洼(34%),临床菌株易形成致密且表面光滑和斑驳且表面粗糙的生物被膜,而环境菌株易形成致密且表面光滑和疏松且表面坑洼的生物被膜。【结论】该研究深入了解了副溶血性弧菌生物...     

Population genetic structure of the Korean threadsail filefish (Stephanolepis cirrhifer) based on microsatellite marker analysis

The threadsail filefish Stephanolepis cirrhifer is one of the most important commercial fish resources in Korea. However, its natural populations have declined drastically over the last several decades. To investigate the genetic characteristics of the threadsail filefish for conservation and management purposes, its genetic variation was analyzed in Korean fishing grounds using 11 microsatellite loci. All populations showed moderate genetic diversity (mean number of alleles (N_A) = 8.6, expected heterozygosity (He) = 0.73), representing a slightly lower level of genetic variability than other congeneric species. The presence of a weak genetic population substructure was detected (F_ST = 0.023, R_ST = 0.030, P < 0.001), but this substructure did not feature significant isolation based on the distance between populations. This differentiation may be primarily attributable to genetic differences between populations from Geomundo and other localities, based on relative low level of gene flow, a high level of pairwise F_ST and R_ST or the position of this population in a phylogenetic tree. An analysis of molecular variance (AMOVA) also revealed a greater part of the variation within the population and genetic differentiation among the samples analyzed and identified two genetic clusters. The possibility of a recent genetic bottleneck was observed in some populations of S. cirrhifer. Given the prevailing ocean currents and the intensity of threadsail filefish harvesting activities in Korea, the possibility that human harvest and stock enhancement activities may have partially contributed to our detected genetic pattern cannot be excluded. Management strategies that take these findings into account might lower the risk of harmful genetic change in the species.     

Bayesian analysis of population structure based on linked molecular information

The Bayesian model-based approach to inferring hidden genetic population structures using multilocus molecular markers has become a popular tool within certain branches of biology. In particular, it has been shown that heterogeneous data arising from genetically dissimilar latent groups of individuals can be effectively modelled using an unsupervised classification formulation. However, most currently employed models ignore potential linkage within the employed molecular information, and can therefore lead to biased inferences under certain circumstances. Utilizing the general theory of graphical models, we develop a framework that accounts for dependences both within linked molecular marker loci and DNA sequence data. Due to a high level of sequence conservation among eukaryotic species, the latter aspect is particularly relevant for analyzing rapidly evolving microbial species. The advantages of incorporating the dependence due to linkage in the classification models are illustrated by analyses of both simulated data and real samples of Bacillus cereus.     

The influence of biofilm structure and total interaction energy on Escherichia coli retention by Pseudomonas aeruginosa biofilm

The retention of a surrogate pathogenic bacterium, Escherichia coli^T , in Pseudomonas aeruginosa biofilms (with various EPS excreting capacities) was investigated using a laboratory flow cell system. The structural characteristics of the biofilm, as well as the quantity of E. coli^T retained in the biofilm, were assessed using confocal laser scanning microscopy coupled with image analysis. In addition, the total interaction energy between E. coli^T and the P. aeruginosa biofilm was computed with the Derjaguin-Landau-Verwey-Overbeek (DLVO) theory, which provided an additional context to explain the pathogen interaction in aquatic biofilms. The correlations between the quantity of detained E. coli^T cells and the structural characteristics of the biofilm were analysed and the results indicated that the heterogeneity of the biofilm could create a quiescent zone leading to temporary retention of E. coli^T within the biofilm. Overall, this study provided insights toward understanding the retention of pathogenic bacteria in environmental biofilms.     

几种不同基质对阿萨希毛孢子菌形成生物膜影响的初步观察

目的观察不同基质对阿萨希毛孢子菌生物膜形成能力的影响。方法在聚芳脂、聚苯乙烯、聚氯乙烯上构建阿萨希毛孢子菌生物膜,在生物膜形成过程中采用XTT法对其活性进行定量分析,倒置显微镜和扫描电镜下观察不同基质上阿萨希毛孢子菌生物膜形态特征。结果 3种基质上均能形成阿萨希毛孢子菌生物膜,且形成广泛的的生物膜。比较成熟期不同基质上形成生物膜的活性有差别(F=14.743,P0.01),活性由高到低为聚芳脂=聚氯乙烯聚苯乙烯。倒置显微镜和扫描电镜下观察发现聚芳脂、聚氯乙烯形成的生物膜可见孢子、菌丝、假菌丝结构,聚苯乙烯上形成以孢子为主要结构的微生物群落。结论阿萨希毛孢子菌可在聚芳脂、聚苯乙烯、聚氯乙烯上形成生物膜,但形成生物膜的能力不同。聚芳脂、聚氯乙烯比聚苯乙烯更易于真菌的黏附;且以菌丝、假菌丝为主要结构的微生物群落活力比单纯孢子的活力强。     

梨果黑斑病菌AaCaMK基因克隆、生物信息学分析及其在侵染结构分化中的表达分析

[背景] 钙/钙调素依赖型蛋白激酶（Calcium/Calmodulin-Dependent Protein Kinase,CaMK）是真核生物细胞钙信号途径中钙调素下游的一类重要靶蛋白,对病原物生长、胁迫响应及致病性等具有重要的调控作用。[目的] 对梨果黑斑病菌互隔交链孢（Alternaria alternata）AaCaMK基因进行克隆、生物信息学分析,并对其在侵染结构分化过程中的基因表达情况进行分析,为进一步研究梨果黑斑病菌钙离子信号途径中AaCaMK对A.alternata侵染结构分化调控的分子机制提供一定的理论依据。[方法] 采用同源克隆法从A. alternata JT-03中克隆得到3个AaCaMK基因;通过TMHMM、ProtScale、SOPMA等软件对AaCaMK基因进行生物信息学分析;利用实时荧光定量PCR （RT-qPCR）技术分析AaCaMK在梨果黑斑病菌侵染结构分化过程中的表达情况。[结果] 克隆得到片段分别为1 212、1 200、2 349 bp的AaCaMK1、AaCaMK2和AaCaMK3基因;生物信息学分析表明,AaCaMK1、AaCaMK2和AaCaMK3均含有典型的蛋白激酶超家族催化结构域（PKC_Like Superfamily）,并且AaCaMK1和AaCaMK2共同含有CaMK类丝/苏氨酸蛋白激酶催化结构域（STKc_CaMK）,AaCaMK3含有LKB1/CaMKK类丝/苏氨酸蛋白激酶催化结构域（STKc_LKB1_CaMKK）;同源性分析表明,AaCaMK1、AaCaMK2和AaCaMK3分别与玉米大斑病菌CAK1、CAK2和CAK3的相似性高达94.32%、97.49%和86.57%;RT-qPCR分析表明,AaCaMK1、AaCaMK2和AaCaMK3在疏水及果蜡诱导A. alternata侵染结构分化过程中均显著上调表达（P<0.05）,而且果蜡诱导作用更显著。其中AaCaMK1和AaCaMK2在附着胞形成时期（6 h）表达量为对照的1.51倍和3.05倍,而AaCaMK3在侵染菌丝形成阶段（8 h）表达量最高,为对照的2.86倍,并且在果蜡诱导下,这3个基因在芽管伸长阶段（4 h）的上调表达量显著高于疏水界面。[结论] 钙信号中AaCaMK基因在疏水及果蜡诱导A.alternata侵染结构分化过程中发挥重要的调控作用。     

Optical coherence tomography angiography for mapping cerebral microvasculature based on normalized differentiation analysis

Optical coherence tomography angiography (OCTA) is a label‐free, noninvasive biomedical imaging modality for mapping microvascular networks and quantifying blood flow velocities in vivo. Simple computation and fast processing are critical for the OCTA in some applications. Herein, we report on a normalized differentiation method for mapping cerebral microvasculature with the advantages of simple analysis and high image quality, benefitting from computation of differentiation and characteristics of normalization. Normalized differentiation values are validated to have a nearly linear relationship with flow velocities in a range using a flow phantom. The measurements in a rat cerebral cortex show that the OCTA based on the normalized differentiation analysis can generate microvascular images with high quality and monitor spatiotemporal dynamics of blood flow with simple computation and fast processing before and after localized ischemia induced by arterial occlusion.     

水中构筑物表面生物膜形成物理化学过程

水中构筑物表面生物膜的形成会加速构筑物的腐蚀,严重影响其使用效率和寿命;成熟后的生物膜老化脱落或受水力剪切作用进入主体水中,会造成水体二次污染,对动植物生长和人类生活造成重大影响。生物膜的形成是由单个细菌黏附到表面开始的,经过可逆黏附到不可逆黏附的过渡后,细菌分泌的胞外聚合物（extracellular polymeric substances, EPSs）会加速表面微菌落的形成,再通过细菌间的群体感应（quorum sensing,QS）使细菌启动表型和基因型变化,最终促使成熟生物膜的形成。本文综述了生物膜形成的不同阶段所涉及的物理化学过程（薄膜形成阶段、细菌黏附阶段、胞外聚合物膜阶段、群体感应调节生物膜阶段和生物膜成熟与表征）,分析总结了本领域各方向的最新研究进展,归纳并阐明了水中构筑物表面生物膜形成的机理和影响因素,为生物膜防控、清除和利用等相关研究领域提供了理论依据。     

Genealogy and subpopulation differentiation under various models of population structure

 The structured coalescent is used to calculate some quantities relating to the genealogy of a pair of homologous genes and to the degree of subpopulation differentiation, under a range of models of subdivided populations and assuming the infinite alleles model of neutral mutation. The classical island and stepping-stone models of population structure are considered, as well as two less symmetric models. For each model, we calculate the Laplace transform of the distribution of the coalescence time of a pair of genes from specified locations and the corresponding mean and variance. These results are then used to calculate the values of Wright’s coefficient F _ST , its limit as the mutation rate tends to zero and the limit of its derivative with respect to the mutation rate as the mutation rate tends to zero. From this derivative it is seen that F _ST can depend strongly on the mutation rate, for example in the case of an essentially one-dimensional habitat with many subpopulations where gene flow is restricted to neighbouring subpopulations. Received: 1 October 1997 / Revised version: 15 March 1998