DLGCN:基于图卷积网络的药物-lncRNA[]关联预测

为实现高通量识别新的药物-长链非编码RNA(Long non-coding RNA, lncRNA)关联,本文提出了一种基于图卷积网络模型来识别潜在药物-lncRNA关联的方法DLGCN(Drug-LncRNA graph convolution network)。首先,基于药物的结构信息和lncRNA的序列信息分别构建了药物-药物和lncRNA-lncRNA相似性网络,并整合实验证实的药物-lncRNA关联构建了药物-lncRNA异质性网络。然后,将注意力机制和图卷积运算应用于该网络中,学习药物和lncRNA的低维特征,基于整合的低维特征预测新的药物-lncRNA关联。通过效能评估,DLGCN的受试者工作特性曲线下面积(Area under receiver operating characteristic, AUROC)达到0.843 1,优于经典的机器学习方法和常见的深度学习方法。此外,DLGCN预测到姜黄素能够调控lncRNA MALAT1的表达,已被最近的研究证实。DLGCN能够有效预测药物-lncRNA关联,为肿瘤治疗新靶点的识别和抗癌药物的筛选提供了重要参考。     

深海热液区微生物矿化过程的功能群和分子机制

深海热液区富含铁、锌、铜等含金属矿物(硫化物、氧化物、碳酸盐等)和无机小分子气体(H_2S、H_2、CO_2、CH_4等),具有独特的生态系统。微生物是深海热液生态系统的主要生产者和重要组成,并以控制矿化和诱导矿化两种途径参与了深海热液区的生物地球化学循环。在深海热液区存在着不同类型的微生物参与了生物矿化过程,如硫氧化菌、金属氧化菌、硫还原菌和金属还原菌等。本文详述了这些微生物参与的生物矿化现象、菌群多样性和矿化过程的分子机制,并对研究微生物矿化的研究工作进行了展望。     

外科深部真菌感染的病原学分析

目的分析外科住院患者合并真菌感染状况。方法分离的真菌用API 20C AUX真菌鉴定条,用ATB FUNGUS-2进行药敏试验。结果真菌的种类分布中第1位是白色念珠菌占53%,第2位是热带念珠菌占20%,第3位是光滑念珠菌占14%,第4位是近平滑念珠菌占4%,第5位是其余念珠菌占2%;真菌在外科各区分布中,外科ICU占42%,移植外科占25%;真菌在各类标本分布中,痰占43%,尿液占13%,粪便占10%,引流液占9%,血液占7%;真菌对药物5-氟胞嘧啶、两性霉素B、氟康唑、伊曲康唑的药物敏感性分别是93%、98.9%、90.8%、59.8%。结论外科真菌感染集中在重症病区(ICU),分离的致病真菌主要是白色念珠菌、热带念珠菌、光滑念珠菌,真菌对两性霉素B敏感性最高。     

Quantitative structure–activity relationship analysis using deep learning based on a novel molecular image input technique

Quantitative structure–activity relationship (QSAR) analysis uses structural, quantum chemical, and physicochemical features calculated from molecular geometry as explanatory variables predicting physiological activity. Recently, deep learning based on advanced artificial neural networks has demonstrated excellent performance in the discipline of QSAR research. While it has properties of feature representation learning that directly calculate feature values from molecular structure, the use of this potential function is limited in QSAR modeling. The present study applied this function of feature representation learning to QSAR analysis by incorporating 360° images of molecular conformations into deep learning. Accordingly, I successfully constructed a highly versatile identification model for chemical compounds that induce mitochondrial membrane potential disruption with the external validation area under the receiver operating characteristic curve of ≥0.9.     

祛瘀散烫疗对髋部骨折术后下肢深静脉血栓预防效果观察

目的观察中药制剂祛瘀散烫熨术对髋部骨折术后下肢深静脉血栓(DVT)的预防价值。方法选取髋部骨折术后患者100例,随机分为对照组和观察组各50例。对照组患者术后按常规方法护理,观察组患者术后在常规护理基础上于术后24h拔除引流管后加用中药祛瘀散对术肢进行烫熨,观察比较两组患者术前、术后组内及组间血浆D-二聚体指标变化情况。结果两组患者术前血浆D-二聚体比较,差异无统计学意义(P0.05);术后两组患者血浆D-二聚体比较,观察组明显低于对照组(P0.05)。结论中药制剂祛瘀散烫熨术对髋部骨折术后下肢DVT形成有预防作用,可降低术后下肢深静脉血栓形成的风险,减少髋部骨折术后并发症的发生。     

Deep brain stimulation

During the last decade deep brain stimulation (DBS) has become a routine method for the treatment of advanced Parkinsons disease (PD), leading to striking improvements in motor function and quality of life of PD patients. It is associated with minimal morbidity. The rationale of targeting specific structures within basal ganglia such as the subthalamic nucleus (STN) or the internal segment of the globus pallidus (GPi) is strongly supported by the current knowledge of the basal ganglia pathophysiology, which is derived from extensive experimental work and which provides the theoretical basis for surgical therapy in PD. In particular, the STN has advanced to the worldwide most used target for DBS in the treatment of PD, due to the marked improvement of all cardinal symptoms of the disease. Moreover on-period dyskinesias are reduced in parallel with a marked reduction of the equivalent daily levodopa dose following STN–DBS. The success of the therapy largely depends on the selection of the appropriate candidate patients and on the precise implantation of the stimulation electrode, which necessitates careful imaging-based pre-targeting and extensive electrophysiological exploration of the target area. Despite the clinical success of the therapy, the fundamental mechanisms of high-frequency stimulation are still not fully elucidated. There is a large amount of evidence from experimental and clinical data that stimulation frequency represents a key factor with respect to clinical effect of DBS. Interestingly, high-frequency stimulation mimics the functional effects of ablation in various brain structures. The main hypotheses for the mechanism of high-frequency stimulation are: (1) depolarization blocking of neuronal transmission through inactivation of voltage dependent ion-channels, (2) jamming of information by imposing an efferent stimulation-driven high-frequency pattern, (3) synaptic inhibition by stimulation of inhibitory afferents to the target nucleus, (4) synaptic failure by stimulation-induced neurotransmitter depletion. As the hyperactivity of the STN is considered a functional hallmark of PD and as there is experimental evidence for STN-mediated glutamatergic excitotoxicity on neurons of the substantia nigra pars compacta (SNc), STN–DBS might reduce glutamatergic drive, leading to neuroprotection. Further studies will be needed to elucidate if STN–DBS indeed provides a slow-down of disease progression.     

环状RNA计算预测方法的研究进展

环状RNA(circular RNA,circRNA)是一类具有重要生物作用的内源性RNA,大多在可变剪接过程中通过5'端和3'端反向共价连接形成闭合环状结构.目前,环状RNA的识别策略主要分为两大类:一类方法从高通量测序(RNA-seq)数据中检测反向剪接位点,另一类直接从RNA序列中检测成环特征.由于数据本身和识别...     

神经病理性疼痛不同性质疼痛患者血清BDNF、TLR4表达水平差异及其诊断价值分析

摘要 目的：分析神经病理性疼痛（NP）不同性质疼痛患者血清脑源性神经生长因子（BDNF）、Toll受体4（TLR4）表达水平差异及其诊断价值。方法：选取2021年5月～2022年5月本院收治的80例NP患者和100例健康体检者作为研究对象,将NP患者其纳入NP组,将健康体检者纳入对照组,并参照神经病理性疼痛量表（NPS）区分NP组患者的疼痛性质（钝痛20例,不适感28例,深部痛17例,体表痛15例）,分别检测两组患者和NP组不同性质疼痛患者的血清BDNF、TLR4表达水平,采用双变量Spearman相关性检验血清BDNF、TLR4与NP不同性质疼痛的相关性,同时建立多因素Logistic模型,分析NP不同性质疼痛的影响因素,并比较其诊断效能。结果：与对照组比较,NP组血清BDNF表达水平较低,TLR4表达水平较高（P＜0.05）;NP钝痛、不适感、深部痛、体表痛的血清BDNF、TLR4表达水平比较（P＜0.05）;血清BDNF与NP钝痛、不适感、深部痛、体表痛呈负相关性,血清TLR4与NP钝痛、不适感、深部痛、体表痛呈正相关性（P＜0.05）;Logistic多因素分析结果显示,BDNF、TLR4均是NP钝痛、不适感、深部痛、体表痛的独立危险因素（P＜0.05）;血清BDNF、TLR4和BDNF+TLR4对NP钝痛、不适感、深部痛、体表痛的ACU均＞0.70。结论：血清BDNF、TLR4与钝痛、不适感、深部痛、体表痛等性质的NP均存在一定关联,在诊断不同NP性质方面具有较高的敏感性和特异性,有利于为临床治疗提供参考依据。     

深部热水硫酸盐还原菌微滴数字PCR检测技术的建立与应用

【背景】地下深部存在一个生物圈,深部沉积岩、玄武岩、花岗岩和变质岩等岩性环境的微生物群落已被调查,而地下深部碳酸盐岩岩溶-裂隙热储层微生物群落特征仍然不清。硫酸盐还原菌(sulfate-reducing bacteria,SRB)是地下深部频繁检出的微生物。【目的】建立快速准确定量深部热水硫酸盐还原菌的微滴数字PCR (droplet digital PCR,ddPCR)技术。【方法】以SRB的功能基因dsrB为检测目标,优化SRB ddPCR技术的退火温度,考察其线性范围、敏感性、重复性和特异性,并将该技术用于实际样品的检测。【结果】SRB ddPCR技术的最佳退火温度为54 °C,检测的线性范围为1.1×100?1.1×105 copies/μL-DNA,相关系数R2为0.996,检出限为1 copy/μL-DNA,重复性的相对标准差优于9%,对3种非SRB人工构建的质粒均没有扩增,显示该技术具有很好的线性关系、敏感性、重复性和特异性。利用该技术对冀中地热区深部热水、浅层水和土壤样品进行了检测,平均含量分别为(4.0±8.4)×103 copies/mL、(1.6±3.5)×102 copies/mL和(1.5±1.2)×103 copies/g-dw。与浅层水和土壤相比,深部热水富含SRB菌。【结论】为了提高地下深部生物圈认识和合理开发利用深部热水,建立了一种快速、灵敏、准确的SRB ddPCR检测技术,同时为其他指示菌检测技术的建立提供了参考。