基于增强图卷积神经网络的病毒形态识别方法研究

背景 透射电子显微镜（TEM）是检测病毒的重要手段,传统TEM检测常依靠专家手工观察,操作步骤繁琐,且已有机器学习方法易受到背景、噪声的影响,导致病毒检测方法准确率差、效率低且耗时长。 目的 探讨增强图卷积神经网络（EGCN）对TEM图像中的病毒形态自动识别问题,以提高TEM病毒检测的效率。 方法 EGCN模型利用卷积神经网络（CNN）提取像素间的局部特征信息,并结合样本特征之间的最近邻关系利用图卷积网络（GCN）进行图特征学习。在模型优化中联合优化群体超分类损失和分类交叉熵损失以提高EGCN模型对病毒类别信息特征的提取能力,较CNN对TEM病毒图像特征具备更强的特征提取能力。 结果 通过不同方法在15类TEM病毒图像数据集上开展实验,EGCN达到3.40%的top-1错误率、1.88%的top-2错误率、96.65%的精确度和96.60%的召回率,并通过一系列对比实验表明EGCN模型可以有效避免TEM图像中背景、噪声等的影响,提高对病毒识别的准确率。 结论 EGCN可以有效解决病毒形态识别任务,为病毒的诊断提供重要的参考价值。     

Biorelevant In Vitro Performance Testing of Orally Administered Dosage Forms—Workshop Report

Biorelevant in vitro performance testing of orally administered dosage forms has become an important tool for the assessment of drug product in vivo behavior. An in vitro performance test which mimics the intraluminal performance of an oral dosage form is termed biorelevant. Biorelevant tests have been utilized to decrease the number of in vivo studies required during the drug development process and to mitigate the risk related to in vivo bioequivalence studies. This report reviews the ability of current in vitro performance tests to predict in vivo performance and generate successful in vitro and in vivo correlations for oral dosage forms. It also summarizes efforts to improve the predictability of biorelevant tests. The report is based on the presentations at the 2013 workshop, Biorelevant In Vitro Performance Testing of Orally Administered Dosage Forms, in Washington, DC, sponsored by the FIP Dissolution/Drug Release Focus Group in partnership with the American Association of Pharmaceutical Scientists (AAPS) and a symposium at the AAPS 2012 Annual meeting on the same topic.     

Rapid prenatal diagnosis of beta thalassemia using DNA amplification and nonradioactive probes

We used in vitro DNA amplification by the polymerase chain reaction and nonradioactive probes for prenatal diagnosis of beta thalassemia in Chinese from the Guangdong province. Exact molecular diagnoses were made in all 20 fetuses studied over a 6-month period. We conclude that this method of prenatal diagnosis for beta thalassemia is a viable approach in many parts of the world where this disease is common.     

鞍山市铁东区公共场所使用化妆品存在的主要卫生问题及对策

目的了解鞍山市铁东区公共场所使用化妆品卫生问题,保障使用者身体健康。方法对2013年度鞍山市铁东区卫生防疫站辖区内监管的公共场所随机抽检化妆品,对公共场所使用化妆品单位数及比例,化妆品标签标识卫生问题等进行描述。结果住宿业化妆品使用情况为56%,其他三种场所100%使用。化妆品标签标识检查住宿业合格率最低,仅为50%。国产特殊用途化妆品持有效证件率仅为65%,普通的仅为62%。标签标识问题突出,进货渠道复杂。化妆品抽检合格率低。结论公共场所的化妆品卫生质量令人担忧。     

鞍山市铁东区公共场所卫生基层问题及解决建议

笔者作为基层卫生监督工作人员经过十多年的公共场所卫生监督工作,通过对鞍山市铁东区公共场所卫生监督情况进行分析。发现当前存在许多公共场所卫生监督执法困难和难题,主要表现为卫生监督队伍薄弱,新兴公共场所剧增,公共场所执法依据不确定性（无法可依）等问题。笔者提出相应的解决建议,应转变卫生监督观念,提高监督管理质量。     

连花清瘟制剂治疗社区获得性肺炎疗效及安全性的系统评价和Meta分析

目的 探究连花清瘟制剂治疗社区获得性肺炎的疗效和安全性。方法 系统检索PubMed、Embase、Cochrane Collaboration、中国知网、维普、万方医学网数据库中所有口服连花清瘟制剂治疗社区获得性肺炎的临床随机对照试验,时间为从建库至2023年2月,制订纳排标准并对检索结果进行筛选,采用风险评估工具（ROB）量表对最终纳入研究的方法学质量进行评价,使用R软件进行数据合并及Meta分析。结果 共纳入30篇文献,包含2 800例患者,在使用抗生素等常规治疗的基础上联合使用连花清瘟,结果显示加用连花清瘟可以提高治愈率［相对危险度（RR）=1.32,95%置信区间（95%CI）［1.23,1.42］,P<0.000 1］并缩短退热时间［均数差（MD）=-1.45,95%CI［-1.93,-0.97］,P<0.000 1］,以患者群体将退热时间分为普通人群及特殊人群亚组,结果均显示加用连花清瘟可以缩短退热时间（普通人群MD=-1.51,95%CI［-2.07,-0.94］,P<0.000 1,特殊人群MD=-1.22,95%CI［-2.16,-0.29］,P=0.010 6）,且不会增加不良反应发生率（RR=0.85,95%CI［0.62,1.15］,P<0.000 1）。使用剪补法补充9篇阴性结果虚拟文献后,加用连花清瘟仍然可以提高CAP的治愈率（RR=1.20,95%CI［1.13,1.29］,P<0.000 1）,结果稳定。结论 CAP治疗中使用抗生素的基础上加用连花清瘟可以提高治愈率并缩短退热时间。     

Co-Occurring CSF3R W791* Germline and Somatic T618I Driver Mutations Induce Early CNL and Clonal Progression to Mixed Phenotype Acute Leukemia

Chronic neutrophilic leukemia (CNL) relates to mutational CSF3R activation with membrane proximal CSF3R mutations such as T618I as driver mutations, but the significance of truncating mutations is not clarified. In CNL, concomitant mutations promote disease progression, but insight into longitudinal acquisition is incomplete. In this study, we investigated the role of co-occurring germline and somatic CSF3R mutations in CNL, and assessed the impact of clonal evolution on transformation to acute leukemia. We employed sequential next generation sequencing and SNP array karyotyping to assess clonal evolution in CNL of early manifestation age based on a 33-year-old patient. Germline vs. somatic mutations were differentiated using a sample from the hair follicle. To investigate a potential predisposition for CNL development and progression by germline CSF3R-W791*, allelic localizations were evaluated. We detected a somatic CSF3R-T618I mutation at 46% variant allele frequency (VAF) at the time of CNL diagnosis, which co-occurred with a CSF3R-W791* truncation at 50% VAF in the germline. Evaluation of allelic localization revealed CSF3R-T618I and W791* on the same allele. A concomitant ASXL1 mutation at 39% VAF increased to 48% VAF upon transformation to mixed phenotype acute leukemia (MPAL), which has both myeloid and lymphoid features. Clonal evolution further involved expansion of the CSF3R double-mutant clone to 90% VAF via copy neutral loss of heterozygosity on chromosome 1p and the emergence of a RUNX1 mutant subclone. Allogeneic transplantation induced complete remission. This study highlights that CNL not only transforms to AML but also to MPAL. The molecular evolution is especially interesting with a CSF3R-W791* mutation in the germline and acquisition of CSF3R-T618I on the same allele compatible with increased susceptibility for mutation acquisition facilitating RUNX1-related clonal transformation.     

不同程度铅中毒大鼠模型的制备

目的：建立不同程度大鼠铅中毒模型。方法：Wistar大鼠分别自由饮用不同浓度的醋酸铅1、3、6个月,以原子吸收法测定全血和脑匀浆液的铅水平。结果：实验组全血和脑匀浆中的铅水平均明显高于对照组（P〈0．01）,且二者的铅水平随染铅时问的延长、浓度的增加均明显升高（P〈0．05）。结论：以不同时间、不同浓度染铅均成功地建立了大鼠铅中毒模型。