Elastic priors to dynamically borrow information from historical data in clinical trials

Use of historical data and real-world evidence holds great potential to improve the efficiency of clinical trials. One major challenge is to effectively borrow information from historical data while maintaining a reasonable type I error and minimal bias. We propose the elastic prior approach to address this challenge. Unlike existing approaches, this approach proactively controls the behavior of information borrowing and type I errors by incorporating a well-known concept of clinically significant difference through an elastic function, defined as a monotonic function of a congruence measure between historical data and trial data. The elastic function is constructed to satisfy a set of prespecified criteria such that the resulting prior will strongly borrow information when historical and trial data are congruent, but refrain from information borrowing when historical and trial data are incongruent. The elastic prior approach has a desirable property of being information borrowing consistent, that is, asymptotically controls type I error at the nominal value, no matter that historical data are congruent or not to the trial data. Our simulation study that evaluates the finite sample characteristic confirms that, compared to existing methods, the elastic prior has better type I error control and yields competitive or higher power. The proposed approach is applicable to binary, continuous, and survival endpoints.     

Do Geographically Isolated Grasslands Follow the Principle of Island Biogeography in a Landscape Scale? Taking Poyang Lake Grassland as an Example

As one of the basic theories of biodiversity conservation, island biogeography has been widely accepted in the past decades. Originally, island biogeography was put forward and applied in oceanic environments. But later on, it was found out that the application was not only limited to oceanic islands, but also in terrestrial environments with relatively isolated conditions. In terms of biodiversity level, island biogeography generally focuses on a small scale, such as species diversity and genetic diversity. The studies of biodiversity on a large-scale based on island biogeography, such as ecosystem and landscape scales, were seldomly conducted. Taking Poyang Lake, the largest fresh water lake in China as case study area, 30 grasslands were randomly selected to study whether island biogeography can be applied to grasslands at a landscape level from three island attributes (area, distance and shape), and the most important ecological variable (flooding) in Poyang Lake. The results showed that in general, grasslands have the property of an island, and follow the basic principle of island biogeography. We found the area and flooding duration were the two most important determinants of landscape diversity. There was a significant positive correlation between the grassland area and the landscape diversity, which could be well expressed by logarithmic function model (R² = 0.73). There was a negative correlation between flooding duration and landscape diversity, which could be described by an inverse model (R² = 0.206). The distance to mainland and the shape of grassland were correlated with landscape diversity, but the fitting result of the models was not as good as expected. The possible reason could be that Poyang Lake is a seasonal lake, the water level varies with hydrological conditions, so that the grasslands are not strongly isolated and their shape is not stable enough required by island biogeography. Furthermore, it indicates that besides area, distance and shape attributes, flooding strongly affects the biodiversity of grassland vegetation, and should not be ignored when applying island biogeography theory to Poyang Lake. This study is expected to be a supplement for island biogeography in terrestrial environments, and the results are expected to benefit for the biodiversity conservation in Poyang Lake.     

人工辅助投食对滇金丝猴肠道微生物群落的影响

【背景】肠道菌群与宿主的消化吸收、免疫抵抗和行为等息息相关,并受宿主的饮食、生活环境等因素影响。【目的】人工辅助投食能增加野生动物的营养摄入,但对其肠道菌群影响的研究较少。【方法】以云南白马雪山国家级自然保护区内的野生和人工辅助投食滇金丝猴群的新鲜粪便为材料,通过高通量测序探究人工辅助投食对猴群肠道菌群的影响。【结果】人工辅助投食的猴群肠道菌群丰富度、均匀度及谱系多样性更高,并且个体间群落组成差异更小。通过多级物种差异判别分析(linear discriminant analysis effect size, LEfSe)分析发现,人工辅助投食对20种不同分类水平的细菌相对丰度有影响,包括提升了厚壁菌门(Firmicutes)等8种类群的相对丰度,降低了变形菌门(Proteobacteria)、拟杆菌门(Bacteroidetes)等12种类群的相对丰度。通过构建微生物相关网络发现,野生猴群肠道菌群网络结构更加复杂,鲁棒性更高。京都基因与基因组百科全书(Kyoto encyclopedia of genes and genomes, KEGG)功能预测结果表明,人工辅助投食降低了猴群肠...     

一株木质素降解菌高温驯化及酶学性质的测定

【背景】高温引起的微生物活性降低是限制园林绿化废弃物堆肥过程中木质素降解的主要因素。【目的】驯化一株木质素降解菌芽孢杆菌NO.2,提高其在高温下的微生物活性,探究其生长情况及酶学特性。【方法】采用温度梯度方法驯化菌株,以菌株生长曲线、酶活力、木质素降解率为评价指标,探究驯化前后菌株间差异,以及驯化后菌株所产木质素降解酶的酶促反应温度和pH范围。【结果】与原菌株相比,驯化后菌株在60℃培养时最大生物量间差异不显著;漆酶(laccase,Lac)、锰过氧化物酶(manganeseperoxidase,MnP)和木质素过氧化物酶(ligninperoxidase,LiP)酶活力得到进一步提高,分别提高了30.75%、35.98%和29.62%,木质素降解率提高60.52%。酶学性质研究表明,驯化后菌株所产Lac、MnP和LiP在20-60℃、pH 3.0-9.0范围内酶活力均较高,而且具有较好的稳定性,稳定性依次为Lac>LiP>MnP。【结论】温度梯度驯化方法可有效提高微生物对高温环境的适应性,扩大木质素降解酶的酶促反应温度和pH范围,在进一步自主研制专用降解园林废弃物微生物菌...     

信号分子在生物脱氮中的作用及检测方法

生物脱氮是由微生物主导的地球氮循环中的重要环节之一,主要包括硝化、反硝化和厌氧氨氧化(anaerobic ammonium oxidation,anammox)等过程。在微生物联合作用下,污水中的有机氮及氨氮经一系列作用转化为氮气,这种经济高效、环境友好的处理工艺在世界范围内得到广泛应用。群体感应(quorum sensing,QS)以信号分子为媒介通过改变菌群密度和周围环境变化来调节微生物的各种行为。大量的研究已证实调控QS信号分子在生物脱氮中具有应用潜力。本文介绍了各种信号分子类型,从基因组学、实际应用等方面综述了各类信号分子以及检测方法,同时针对酰基高丝氨酸内酯(acyl homoserine lactones,AHLs)类信号分子在生物脱氮中的作用进行详细介绍。然而不足之处在于信号分子研究只是停留在实验室阶段,仅仅研究了单一信号分子对生物脱氮的影响。未来可将信号分子应用于实际污水,研究多种信号分子共同作用以及多种微生物之间的QS现象。     

屎肠球菌对斑节对虾肠道代谢组学及炎性因子的影响

【背景】屎肠球菌(Enterococcus faecium)作为乳酸菌属的潜在益生菌,因其具有良好的生物学特性在动物养殖中应用广泛,但是屎肠球菌对肠道代谢组学的研究很少。【目的】以斑节对虾为试验动物,初步探究屎肠球菌R8对肠道代谢组学及炎性因子的影响,为屎肠球菌作为益生菌在对虾养殖中的应用提供理论基础。【方法】将400条斑节对虾随机分配,设计饲料中屎肠球菌添加量分别为107、108、109 CFU/g的3个试验组,不添加屎肠球菌为对照组进行试验,养殖周期为28 d。养殖周期结束后测定斑节对虾免疫球蛋白M (immunoglobulin M,IgM)、对虾酚氧化酶(phenoloxidase,PO)、白介素6 (interleukin 6,IL-6)、补体片段3a (complement fragment 3a,C3a)的活性含量并运用LC-MS代谢组学研究肠道内源代谢物的变化,分析差异代谢物和相关的代谢通路。【结果】添加屎肠球菌对斑节对虾炎性因子有积极的影响,增加了斑节对虾体内免疫球蛋白IgM、对虾酚氧化酶、补体片段3a的含量,降低了其体内IL-6的含量,对肠道差异代谢物的分析发现,对...     

大球盖菇的生物学基础、活性成分及其应用

大球盖菇是联合国粮农组织向发展中国家推荐栽培的食用菌之一,对农作物秸秆及林木枝条、落叶等有较强的降解能力。通过人工种植可培养营养丰富、美味可口的大球盖菇子实体产品,其菌渣还能够改善土壤环境,在生态农林产业及循环经济等方面具有重要作用。本文从大球盖菇的生物学基础、子实体营养、生物活性成分及其在农林生态和环境修复应用等角度进行综述,为大球盖菇的进一步开发利用及其相关产业发展提供参考。     

水产动物副溶血弧菌病及其噬菌体防治研究进展

副溶血弧菌是水产动物弧菌病的重要病原微生物之一,又是食源性致病菌,摄入被其污染的水产品后可引发肠胃炎、败血症和坏死性筋膜炎等疾病,对水产养殖业及公共卫生安全均具有较大威胁。抗生素大量使用甚至滥用,不可避免地会带来水产品药物残留和细菌耐药等问题,开发安全有效的抗生素替代品迫在眉睫。作为细菌病毒,噬菌体具有宿主特异性强、易筛选、易保存、高效直接等优点,在水产养殖病害防控和食品安全领域受到广泛关注。本文概述了水产动物的副溶血弧菌病及该菌噬菌体防治的研究进展,为副溶血弧菌噬菌体及制剂应用于水产养殖病害生物防控提供参考。     

绒山羊源大肠杆菌噬菌体φPTK的分子生物学特性及对小鼠大肠杆菌感染的防治效果

【背景】抗生素耐药问题是影响人类及养殖业健康的重要因素,噬菌体能特异性裂解细菌,成为抗生素替代品研究热点,是解决抗生素耐药难题、促进养殖业健康发展的新途径。【目的】通过研究绒山羊源大肠杆菌烈性噬菌体φPTK (phage target of K1)的分子生物学特性,同时利用小鼠感染模型研究φPTK对小鼠大肠杆菌感染的防治效果,为绒山羊大肠杆菌病的防控提供新策略。【方法】用聚乙二醇-氯化钠(PEG 8000-NaCl)浓缩φPTK后,采用透射电子显微镜观察其超微形态结构;运用苯酚-氯仿法提取φPTK核酸后通过Illumina HiSeq高通量测序分析其全基因组结构,使用Mauve比较基因组学分析,通过MEGA绘制噬菌体进化树;通过构建小鼠感染模型分析φPTK对小鼠感染大肠杆菌的防治效果。【结果】透射电镜显示φPTK头部为正多面体形,直径90 nm,有长约112 nm、直径约18 nm的可收缩长尾;φPTK基因组全长169 688 bp,GC含量37.72%,有264个开放阅读框,含穿孔素-裂解酶(holin-lysin)裂解系统,有抗穿孔素蛋白和裂解抑制辅助蛋白,未发现抗生素耐药基因和毒力基因;比较基因组分析表明,φPTK为一株新的绒山羊源大肠杆菌烈性噬菌体;小鼠大肠杆菌感染前和感染后分别使用φPTK进行预防和治疗的试验表明,未使用φPTK的阳性对照组小鼠全部死亡,预防组和治疗组小鼠存活率分别为80%和60%。【结论】噬菌体φPTK是一株能够在小鼠大肠杆菌感染中具有较好预防效果的有尾噬菌体目(Caudovirales)肌尾噬菌体科(Myoviridae)绒山羊源大肠杆菌烈性噬菌体,本研究为绒山羊噬菌体生物制剂的创制奠定了基础。     

基因重组与外源铁离子对大肠杆菌合成血红素的影响

【背景】大肠杆菌通过C5途径合成卟啉及血红素,5-氨基乙酰丙酸(5-aminolevulinic acid,5-ALA)是C5途径中关键的前体物质,血红素由原卟啉IX (protoporphyrin IX, PPIX)螯合一个铁离子所形成,目前5-ALA与PPIX的外泌对卟啉的积累和血红素合成的影响尚不清楚。【目的】构建5-ALA外泌蛋白基因rhtA和卟啉外泌蛋白基因tolC双缺失的大肠杆菌以积累卟啉,同时外源添加铁离子,并过表达亚铁螯合酶基因hemH及参与铁摄取的基因efeB,促进卟啉向血红素的转化。【方法】通过Red同源重组敲除大肠杆菌BL21(DE3)的rhtA和tolC,并外源添加不同浓度的FeSO₄及Fe₂(SO₄)₃,同时构建重组质粒pEHE过表达hemH和efeB,检测卟啉和血红素含量,分析卟啉向血红素的转化。【结果】敲除rhtA和tolC对菌体生长无显著影响,与野生菌WT相比,敲除菌株WT-RT的卟啉含量增加,血红素合成略有提升。外源添加100μmol/L Fe²⁺