Prediction and elucidation of the population dynamics of Microcystis spp. in Lake Dianchi (China) by means of artificial neural networks

Lake Dianchi is a shallow and turbid lake, located in Southwest China. Since 1985, Lake Dianchi has experienced severe cyanabacterial blooms (dominated by Microcystis spp.). In extreme cases, the algal cell densities have exceeded three billion cells per liter. To predict and elucidate the population dynamics ofMicrocystis spp. in Lake Dianchi, a neural network based model was developed. The correlation coefficient (R 2) between the predicted algal concentrations by the model and the observed values was 0.911. Sensitivity analysis was performed to clarify the algal dynamics to the changes of environmental factors. The results of a sensitivity analysis of the neural network model suggested that small increases in pH could cause significantly reduced algal abundance. Further investigations on raw data showed that the response of Microcystis spp. concentration to pH increase was dependent on algal biomass and pH level. When Microcystis spp. population and pH were moderate or low, the response of Microcystis spp. population would be more likely to be positive in Lake Dianchi; contrarily, Microcystis spp. population in Lake Dianchi would be more likely to show negative response to pH increase when Microcystis spp. population and pH were high. The paper concluded that the extremely high concentration of algal population and high pH could explain the distinctive response of Microcystis spp. population to +1 SD (standard deviation) pH increase in Lake Dianchi. And the paper also elucidated the algal dynamics to changes of other environmental factors. One SD increase of water temperature (WT) had strongest positive relationship with Microcystis spp. biomass. Chemical oxygen demand (COD) and total phosphorus (TP) had strong positive effect on Microcystis spp. abundance while total nitrogen (TN), biological oxygen demand in five days (BOD5), and dissolved oxygen had only weak relationship with Microcystis spp. concentration. And transparency (Tr) had moderate positive relationship with Microcystis spp. concentration.

Using the moving window incorporated neural network to forecast the population behavior of Nostocales spp. in the River Darling, Australia

The paper demonstrates the nonstationarity of algal population behaviors by analyzing the historical populations of Nostocales spp. in the River Darling, Australia. Freshwater ecosystems are more likely to be nonstationary, instead of stationary. Nonstationarity implies that only the near past behaviors could forecast the near future for the system. However, nonstionarity was not considered seriously in previous research efforts for modeling and predicting algal population behaviors. Therefore the moving window technique was incorporated with radial basis function neural network (RBFNN) approach to deal with nonstationarity when modeling and forecasting the population behaviors of Nostocales spp. in the River Darling. The results showed that the RBFNN model could predict the timing and magnitude of algal blooms of Nostocales spp. with high accuracy. Moreover, a combined model based on individual RBFNN models was implemented, which showed superiority over the individual RBFNN models. Hence, the combined model was recommended for the modeling and forecasting of the phytoplankton populations, especially for the forecasting.

Inhibition of the predatory activity of the copepod Mesocyclops notius by Microcystis spp.

The feeding rate of the copepod Mesocyclops notius on two species of cladocerans (Daphnia carinata and Ceriodaphnia cornuta) decreased with increasing environmental concentration of 64-122 mum colonial Microcystis spp. Rate of copepod feeding on Moina micrura was unaffected by the presence of Microcystis spp. Mesocyclops notius rarely preyed on Diaphanosoma brachyurum.

Seasonal population dynamics of parasitic copepods, Sinergasilus spp. on farmed fish in China

Seasonal population dynamics of parasitic copepods in the genus Sinergasilus on fanned silver carp Hypophthalmichthys molitrix, farmed bighead carp Aristichthys nobilis, and grass carp Ctenopharyngodon idellus were investigated in China. Changes in prevalence and abundance were seasonal with higher levels observed in summer. Reproduction of the copepods occurs from spring to early autumn as indicated by the higher ratio of gravid copepods. The frequency distribution of Sinergasilus polycolpus and S. major in their host populations can be fitted well with negative binomial distribution. (C) 2000 Elsevier Science B.V. All rights reserved.

STUDIES ON MIXED MASS CULTIVATION OF ANABAENA SPP (NITROGEN-FIXING BLUE-GREEN-ALGAE, CYANOBACTERIA) ON A LARGE-SCALE

Studies on mixed mass cultivation of Anabaena spp. on a large scale (5170 m2) were conducted continuously for 3 years. Under the continental monsoon climate in northern subtropics (30-degrees-N, 115-degrees-E), 7-11 g dry weight m-2 day-1 of microalgal biomass on average was harvested in simple plastic greenhouses in the effective growth days during the warmer seasons. The maximum productivity was 22 g m-2 day-1 in the middle of summer. Observations on the productive properties of strains of Anabaena spp. indicated that they were different from and could compensate for each other in their productivities and adaptations to the seasonal changes. With different lining materials (PVC sheets, concrete, sand and soil) in the culture ponds, no significant variation of productivity was found, but bubbling with biogas in the middle of the day and the application of some growth regulating substances (2,4-D, NaHSO3 and extracts of oyster mushroom spawn) was able to improve the production. The cost of microalgal biomass in this way was around 0.75-1.0 US dollar(s) per kilogram.

Mechanical and thermal induced chain conformational transformations in syndiotactic polypropylene (sPP)

Stretching a stacked sPP lamellar morphology at room temperature leads to a mechanical induced transformation from the (t(2)g(2))(2) (helical) into the (tttt) (zigzag) chain conformation of the polymer. The so prepared samples exhibit after annealing above 80 degreesC a thermal induced retransformation into the cell I and cell III crystal structure of the helical chain conformation. The mechanical induced chain conformational transformation as well as the thermal induced retransformation was studied by means of transmission electron microscopy and electron diffraction. (C) 2001 Kluwer Academic Publishers.

Epitaxial crystallization of sPP on the (100) lattice plane of HDPE crystals

Crystallization behavior of syndiotactic polypropylene(sPP) on the (100) lattice plane of high-density polyethylene(HDPE) crystals was studied by means of transmission electron microscopy and electron diffraction. The results indicate that sPP crystals can grow epitaxially on the (100) PE lattice plane with their chain directions +/-37 degrees apart from the chain direction of the HDPE substrate. The contact planes are (100) lattice planes for both polymers. This kind of epitaxy is explained in terms of parallel alignment of HDPE chains along the rows formed by the {CH3, CH2,CH3} groups in the (100) lattice plane of the sPP crystals. This implies that in the epitaxial crystallization of sPP with fiber oriented HDPE substrate, not only the (110) but also the (100) HDPE lattice planes can act as the oriented nucleation sites. Furthermore, according to the poor matching between HDPE chains in the (100) lattice plane and the {CH3, CH2, CH3} group rows in the (100) lattice plane of the sPP crystals, it is concluded that the geometric matching is not the only controlling factor for the occurrence of polymer epitaxy.

Crystallization of syndiotactic polypropylene (sPP) from oriented melts

The influence of the syndiotacticity on the crystallization behaviour of syndiotactic polypropylene (sPP) has been investigated. The syndiotacticity has been measured by C-13-NMR spectroscopy and the phase formation has been observed by electron diffraction of oriented samples. It is shown that the crystal phase formation depends strongly on the perfection of the tacticity of the macromolecules.

Epitaxial crystallization in the sPP/nylon-12 semicrystalline polymer system

The epitaxial crystallization behaviour of syndiotactic polypropylene (sPP) on highly oriented nylon-12 substrates has been investigated by means of transmission electron microscopy. The results obtained from bright field electron microscopy and electron diffraction indicate that sPP crystals grow epitaxially on the oriented nylon-12 substrate with their c-axes +/- 37 degrees apart from the chain axis of the nylon-12 substrate. The contact planes of the sPP crystals are the (100) lattice planes. Moreover, the epitaxial crystallization of nylon-12 on highly oriented sPP substrates from a dilute solution in cyclohexanone has also been studied using optical microscopy. The results show that the nylon-12 crystals grow epitaxially on the oriented sPP substrate with the oriented nylon-12 lamellae forming large, anisotropic domains. Copyright (C) 1996 Elsevier Science Ltd.

织纹螺（Nassarius spp.）体内河豚毒素来源的研究

近几十年来，国内沿海地区频繁发生食用织纹螺中毒事件，并导致数十人死亡，这一问题得到了政府相关部门的高度重视。但是，由于织纹螺毒性变化很大，毒素来源不清楚，因此很难预测食用织纹螺中毒事件的发生，这在很大程度上限制了对食用织纹螺中毒事件的有效监测和管理。目前，对于中国沿海有毒织纹螺体内河豚毒素（tetrodotoxin, TTX）的来源还未见过系统研究。本文选取中国沿海常见的半褶织纹螺（Nassarius semiplicatus）、纵肋织纹螺（N. variciferus）和拟半褶织纹螺（N. semiplicatoides sp. nov.）作为实验对象，从毒素的微生物来源与食物链来源这两个角度分别展开研究，以探讨织纹螺体内 TTX 的可能来源，为提出相应的预防管理措施提供科学依据。 首先，我们先后从曾发生过中毒事件的江苏盐城和连云港采集了织纹螺样品，通过小鼠生物测试法和液-质联用分析技术（LC-MS），对织纹螺的毒性和毒素组成进行了测试和分析，分离培养了织纹螺体内及其生活环境中的细菌，应用河豚毒素单克隆抗体酶联免疫检测方法（ELISA）对细菌的产毒情况进行了测试，并通过 16S 核糖体（rRNA）部分基因序列测定对细菌种类进行了初步的分析。研究发现，采自江苏盐城和连云港的半褶织纹螺的毒性分别约为 2 MU/g 和 200 MU/g 组织，体内的毒素成分是河豚毒素及其同系物。从盐城的半褶织纹螺及其生活环境分离的菌株中随机挑出 14 个菌株中，9 个菌株河豚毒素检测结果呈现阳性。从连云港高毒性半褶织纹螺消化腺中分离到的 45 个菌株中，阳性菌株有 21 个。但是，有毒菌株毒素含量较低，毒素含量范围是 15-184ng/g。通过 16S rDNA 部分序列的测序结果发现，大部分有毒菌株与弧菌属（Vibrio）的细菌在遗传序列信息上比较相近。其余有毒菌株分别与希瓦氏菌属（Shewanella）、海单胞菌属（Marinomonas）、黄杆菌属（Tenacibaculum）、动性菌属（Planococcus）、发光杆菌属 (Photobacterium)和气单胞菌属（Aeromonas）的遗传序列比较相近。其中与海单胞菌属、动性菌属和发光杆菌属亲缘关系较近的产毒细菌是首次报道。这一研究表明织纹螺体内及其生活环境中的存在产河豚毒素的细菌，但由于产毒素的量较低，因此可能在织纹螺体内河豚毒素的产生和累积过程并不发挥主要作用。 织纹螺作为一类腐食性的海洋动物，也有可能通过进食含有河豚毒素的生物而累积河豚毒素。对此，我们开展了高毒性半褶织纹螺的室内培养实验，以及河豚毒素在不同种类织纹螺体内的累积和排出的模拟实验，并定期采样，通过液相色谱与串联质谱联用技术（LC-MS/MS）对织纹螺体内河豚毒素及其同系物的含量变化情况进行了分析。室内培养实验发现，从连云港赣榆县采集的高毒性半褶织纹螺，在实验初期，体内毒素含量呈下降的趋势，但从 7月上旬开始，毒素含量突然快速上升，与连云港赣榆县野外采集的织纹螺的毒素含量表现出相似的变化趋势。河豚毒素在不同种织纹螺体内的累积和排出的模拟实验发现，通过投喂高毒性的河豚鱼肝脏（毒性为5×103 MU/g），纵肋织纹螺在一段时间内能够快速累积少量的河豚毒素。当停止投喂有毒河豚鱼肝脏后，毒素含量会快速下降。而在曾导致中毒事件的拟半褶织纹螺中，投喂有毒河豚鱼的肝脏后，其体内毒素含量只有缓慢增加。但在投喂无毒的河豚鱼肝脏后，其毒性却出现了快速增加的现象，这与该地区野外样品的毒性变动状况类似。这些发现显示高毒性半褶、拟半褶织纹螺体内的河豚毒素应当不是食物链累积的结果，而可能是由其自身产生。并且，毒素含量的变化具有一定的生物节律，有可能与产卵、繁殖等自然节律相关。 通过对半褶、纵肋和拟半褶织纹螺的研究工作可以认为，产河豚毒素的细菌不是织纹螺体内河豚毒素的主要来源，并且毒素也不是来自其摄食的食物，推测可能主要是由织纹螺自身产生。织纹螺所表现出的河豚毒素含量的季节性变化，极有可能与产卵、繁殖等自然节律相关，这些发现为预防和管理食用织纹螺中毒事件提供了科学依据。但是，本研究并未完全阐明织纹螺体内河豚毒素的来源，对于织纹螺体内河豚毒素的确切来源以及河豚毒素的代谢和转化机制，还有待于更加深入地研究工作。

PCR-DGGE analysis of intestinal bacteria and effect of Bacillus spp. on intestinal microbial diversity in kuruma shrimp (Marsupenaeus japonicus)

In this study, the intestinal microbiota of kuruma shrimp (Marsupenaeus japonicus) was examined by molecular analysis of the 16S rDNA to identify the dominant intestinal bacteria and to investigate the effects of Bacillus spp. on intestinal microbial diversity. Samples of the intestines of kuruma shrimp fed normal feed and Bacillus spp. amended feed. PCR and denaturing gradient gel electrophoresis (DGGE) analyses were then performed on DNA extracted directly from the guts. Population fingerprints of the predominant organisms were generated by DGGE analysis of the universal V3 16S rDNA amplicons, and distinct bands in the gels were sequenced. The results suggested that the gut of kuruma shrimp was dominated by Vibrio sp. and uncultured gamma proteobacterium. Overall, the results of this study suggest that PCR-DGGE is a possible method of studying the intestinal microbial diversity of shrimp.

O macaco-prego e os plantios de Pinus spp.

2009

Genômica e proteômica de Anaplasma marginale: contribuições para o controle da riquétsia.

A anaplasmose bovina é causada pela riquétsia intra-eritrocítica Anaplasma marginale, responsável por importantes prejuízos econômicos, por causa da alta morbidade e mortalidade em rebanhos bovinos suscetíveis. A vacinação tem sido uma forma econômica e eficiente de controlar a enfermidade. No entanto, os métodos de imunização tradicionais apresentam efeitos adversos em algumas categorias de animais. Nas últimas décadas, os estudos sobre imunização contra Anaplasma concentraram-se nas proteínas de superfície MSP1a, 1b, 2, 3, 4 e 5. No entanto, até o momento, os resultados foram pouco promissores, apontando a necessidade de ampliar o conhecimento sobre o rol das proteínas de membrana da riquétsia e das relações estruturais entre elas. Nesse contexto, os estudos do genoma e do proteoma da riquétsia têm contribuído com essa finalidade. Pela análise genômica, 14 genes para novas proteínas de membrana externa foram identificados (omp 1-14), dentre os quais, omp2, 3 e 6 não são transcritos. Esses genes ostraram-se altamente conservados entre isolados da riquétsia. As proteínas OMP4, 7, 10 e 14 foram reconhecidas por soros de bovinos imunizados com membrana de A. marginale, mostrando potencial para desenvolvimento de imunógenos. Além disso, mediante análise proteômica, foi possível detectar novas proteínas de membrana, negligenciadas pela anotação genômica. Dentre elas estão AM097 - conjugal transfer protein, AM956 - PepA citosol amino peptidase, AM254 - fator de elongação Tu e quatro proteínas de função desconhecida: AM127, 197, 387 e 854, as quais também foram reconhecidas por soros de bovinos imunizados com membrana de A. marginale.

ELISA com MSP5 recombinante truncada para detecção de anticorpos contra Anaplasma marginale em bovinos.

Os objetivos buscados pelos autores neste estudo foram produzir e solubilizar a proteína MSP5 recombinante truncada de Anaplasma marginale e avaliar seu desempenho em um ensaio de imunoadsorção enzimática indireto para detecção de anticorpos contra a riquétsia. O gene msp5, exceto a região N-terminal hidrofóbica, foi amplificado por reação em cadeia da polimerase, clonado em plasmídeo pTrcHis-TOPO e expresso em Escherichia coli. A solubilização da proteína recombinante foi avaliada em diferentes pHs e concentrações de uréia. A sensibilidade e a especificidade do ensaio foram avaliados testando-se 66 soros de animais infectados experimentalmente com A. marginale e 96 soros negativos, com o estado de infecção desses animais confirmado por reação em cadeia da polimerase. Um total de 1.666 amostras de soros bovinos, provenientes do Brasil - Rio Grande do Sul (73), Mato Grosso do Sul (91), Pernambuco (86), Bahia (314) e Minas Gerais (267), assim como do Uruguai (32) e Costa Rica (803) foram testadas nos ELISAs com MSP5 truncada e com MSP1a recombinantes, e a concordância entre os dois testes foi avaliada. O ELISA indireto com MSP5 truncada foi capaz de detectar animais infectados com 96,97% de sensibilidade e 100% de especificidade. Nos animais infectados experimentalmente, o ELISA detectou anticorpos do 12o dia após a inoculação (DPI) até o último dia de observação (37o DPI). Os ELISAs para MSP5 e MSP1a apresentaram concordância de 95,67%, com índice kappa de 0,81. Os resultados discordantes apresentaram uma diferença significativa (P < 0,001). Anticorpos contra A. marginale foram detectados em animais de todas asregiões estudadas. O ELISA com MSP5 recombinante truncada apresentou bom desempenho na detecção de anticorpos contra A. marginale, com alta sensibilidade e especificidade, representando uma importante ferramenta para o diagnóstico da anaplasmose bovina em estudos epidemiológicos.