Differentiating autoimmune pancreatitis from pancreatic ductal adenocarcinoma with CT radiomics features

PurposeThe purpose of this study was to determine whether computed tomography (CT)-based machine learning of radiomics features could help distinguish autoimmune pancreatitis (AIP) from pancreatic ductal adenocarcinoma (PDAC).Materials and MethodsEighty-nine patients with AIP (65 men, 24 women; mean age, 59.7 ± 13.9 [SD] years; range: 21–83 years) and 93 patients with PDAC (68 men, 25 women; mean age, 60.1 ± 12.3 [SD] years; range: 36–86 years) were retrospectively included. All patients had dedicated dual-phase pancreatic protocol CT between 2004 and 2018. Thin-slice images (0.75/0.5 mm thickness/increment) were compared with thick-slices images (3 or 5 mm thickness/increment). Pancreatic regions involved by PDAC or AIP (areas of enlargement, altered enhancement, effacement of pancreatic duct) as well as uninvolved parenchyma were segmented as three-dimensional volumes. Four hundred and thirty-one radiomics features were extracted and a random forest was used to distinguish AIP from PDAC. CT data of 60 AIP and 60 PDAC patients were used for training and those of 29 AIP and 33 PDAC independent patients were used for testing.ResultsThe pancreas was diffusely involved in 37 (37/89; 41.6%) patients with AIP and not diffusely in 52 (52/89; 58.4%) patients. Using machine learning, 95.2% (59/62; 95% confidence interval [CI]: 89.8–100%), 83.9% (52:67; 95% CI: 74.7–93.0%) and 77.4% (48/62; 95% CI: 67.0–87.8%) of the 62 test patients were correctly classified as either having PDAC or AIP with thin-slice venous phase, thin-slice arterial phase, and thick-slice venous phase CT, respectively. Three of the 29 patients with AIP (3/29; 10.3%) were incorrectly classified as having PDAC but all 33 patients with PDAC (33/33; 100%) were correctly classified with thin-slice venous phase with 89.7% sensitivity (26/29; 95% CI: 78.6–100%) and 100% specificity (33/33; 95% CI: 93–100%) for the diagnosis of AIP, 95.2% accuracy (59/62; 95% CI: 89.8–100%) and area under the curve of 0.975 (95% CI: 0.936–1.0).ConclusionsRadiomic features help differentiate AIP from PDAC with an overall accuracy of 95.2%.     

Pediatric cardiac computed tomography angiography: Expert consensus from the Filiale de Cardiologie Pédiatrique et Congénitale (FCPC) and the Société Française d’Imagerie Cardiaque et Vasculaire diagnostique et interventionnelle (SFICV)

This article was designed to provide a pediatric cardiac computed tomography angiography (CCTA) expert panel consensus based on opinions of experts of the Société Française d’Imagerie Cardiaque et Vasculaire diagnostique et interventionnelle (SFICV) and of the Filiale de Cardiologie Pédiatrique Congénitale (FCPC). This expert panel consensus includes recommendations for indications, patient preparation, CTA radiation dose reduction techniques, and post-processing techniques. The consensus was based on data from available literature (original papers, reviews and guidelines) and on opinions of a group of specialists with extensive experience in the use of CT imaging in congenital heart disease. In order to reach high potential and avoid pitfalls, CCTA in children with congenital heart disease requires training and experience. Moreover, pediatric cardiac CCTA protocols should be standardized to acquire optimal images in this population with the lowest radiation dose possible to prevent unnecessary radiation exposure. We also provided a suggested structured report and a list of acquisition protocols and technical parameters in relation to specific vendors.     

Effect of Electroacupuncture on Spermatogenesis in Rats with Oligozoospermia of Insufficiency of Shen (Kidney) Essence Syndrome

Objective: To assess the effect of electroacupuncture(EA) on expression of cytoskeletal proteins from Sertoli cells(SCs) and spermatogenesis in rats with oligozoospermia of insufficiency of Shen(Kidney)essence syndrome(OIKES).Methods: Twenty healthy male Sprague-Dawley rats were randomly assigned to four groups using a random number table: control,tripterygium glycosides(TG) treatment,sham and EA groups(n=5 in each group).A rat model of OIKES was established by oral gavage with TG.The EA group was treated with TG and received EA at Shenshu(BL 23) and Zusanli(ST 36) acupoints for 20 min,once daily for 30 days,while the sham group received EA at identical acupoints with skin penetration without stimulation.After 30 days,the ?nal body weight and coef?cients for the testis and epididymis were calculated and sperm parameters were measured.Immunohistochemical analyses were performed to detect expression of vimentin and α-tubulin in SCs and proliferating cell nuclear antigen(PCNA) immunoreactivity in germ cells.Apoptosis in germ cells was quanti?ed by the transferase biotin-dUTP nick end labeling assay.Results: Compared with the control group,the final body weight and testis/epididymis coefficients of rats in the TG-treated group were not significantly different,but the sperm count and motility were lower(P0.05).Expressions of vimentin and α-tubulin were also signi?cantly weaker(P0.01).The PCNA immunoreactivity of germ cells was decreased(P=0.059),whereas the apoptotic index of germ cells was increased signi?cantly(P0.01).In contrast,EA at BL 23 and ST 36 acupoints signi?cantly improved the ?nal body weight as well as the sperm count,concentration and motility(P0.01 or P0.05).EA increased expression of vimentin and α-tubulin in SCs markedly,and signi?cantly enhanced PCNA immunoreactivity with decreased apoptosis in germ cells(P0.01 or P0.05).Conclusions: EA at BL 23 and ST 36 acupoints has protective effects on spermatogenesis in rats with OIKES.This effect seems to be achieved by attenuating TG-induced disruption of cytoskeletal protein in SCs.     

腹腔镜下子宫双侧动脉阻断术联合清宫术治疗剖宫产瘢痕妊娠疗效分析

目的 探讨腹腔镜下子宫双侧动脉阻断术联合清宫术治疗剖宫产瘢痕妊娠疗效及对内分泌的影响.方法 选择2011年1月至2015年12月剖宫产瘢痕妊娠患者57例,其中A组32例患者给予超声引导下清宫术治疗,B组25例患者给予腹腔镜下子宫双侧动脉阻断术联合清宫术治疗,比较两组患者出血量、住院时间、月经复潮时间、术后人绒毛膜促性腺激素(hCG)降至正常时间,并发症情况及术前(T0)、术后第1d(T1)、第3d(T2)神经内分泌激素水平.结果 ①B组患者出血量低于A组,住院时间、月经复潮时间短于A组,比较差异有统计学意义(t出血量=31.85,k院时间=9.36,t月经复t潮时间=16.37,均P＜0.05);②B组患者并发症发生率为8.00％,低于A组的15.63％,比较差异有统计学意义(x2=9.35,P＜0.05);③B组T1、T2血清COR、β-EP、GLU水平低于A组(CORF交互=17.67,β-EPF交互=132.36,6LUF交互=155.38,均P＜0.05).结论 腹腔镜下子宫双侧动脉阻断术联合清宫术治疗剖宫产瘢痕妊娠微创优势明显,安全性高,对内分泌影响较轻.     

丹红注射液对急性心肌梗死PCI围手术期心功能和TIMI血流影响的Meta分析

目的:系统评价丹红注射液对急性心肌梗死(AMI)经皮冠状动脉介入治疗(PCI)围手术期心功能和心肌梗塞溶栓治疗(TIMI)血流分级的影响。方法:计算机检索CNKI,万方数据库,维普数据库,Pub Med,CBM,Web of Science,The Cochrane Library共7个数据库,全面采集在PCI围手术期应用丹红注射液治疗急性心梗的临床试验,采用Cochrane风险评价表进行文献质量评价,运用Revman 5.3软件进行Meta分析。结果:共纳入12个临床试验,包含1131例患者,其中丹红治疗组569例,对照组562例,结果显示在常规治疗的基础上加入丹红注射液治疗,患者的左室射血分数明显增高[均数差(MD)=6.62,95%可信区间(CI)(4.91,8.34),P<0.00001],TIMI分级3级患者明显增多[相对危险度(RR)=0.22,95%CI(0.12,0.41),P<0.00001],脑利钠肽水平明显降低[MD=-151.86,95%CI(-247.00,-56.72),P=0.002]。结论:丹红注射液可以提高急性心梗PCI围手术期心功能和增加TIMI血流的分级。     

石斛合剂对高脂高糖糖尿病大鼠心肌细胞Ca^2+代谢的影响

目的以糖尿病心肌病大鼠为研究对象,探讨石斛合剂对糖尿病心肌病心肌细胞Ca^2+代谢的影响。方法 Wistar大鼠24只,取5只作为正常组,余19只采用高脂高糖饮食联合链脲佐菌素腹腔注射进行糖尿病心肌病造模。成模后,随机分为模型组、二甲双胍组、石斛合剂组。二甲双胍组、石斛合剂组分别予二甲双胍、石斛合剂灌胃,正常组、模型组予生理盐水灌胃。4周后,测空腹血糖,取左心室心肌组织进行组织病理学观察和心肌细胞内游离钙(MyoCa^2+)浓度测定,Western blot法检测肌浆网Ca^2+-ATP酶(SERCA2a)、L型钙通道α1C亚单位蛋白(CACNA1C)蛋白表达,RT-PCR法测定SERCA2a mRNA表达。结果石斛合剂组心肌纤维较模型组、二甲双胍组排列整齐,断裂较少。与正常组比较,模型组血糖、心肌细胞MyoCa^2+含量和CACNA1C蛋白表达明显升高(P<0.01,P<0.05),SERCA2a mRNA和蛋白表达明显降低(P<0.01)。与模型组比较,石斛合剂组血糖、心肌细胞MyoCa^2+含量和CACNA1C蛋白表达明显降低(P<0.01,P<0.05),SERCA2a mRNA和蛋白表达明显升高(P<0.01,P<0.05);二甲双胍组血糖明显降低(P<0.01)。与二甲双胍组比较,石斛合剂组心肌细胞MyoCa^2+含量明显降低(P<0.01,P<0.05),血糖、SERCA2a mRNA和蛋白表达明显升高(P<0.05)。结论石斛合剂通过提高SERCA2a mRNA和蛋白表达,加快摄取Ca^2+的速率,降低细胞质Ca^2+负荷,缓解钙超载,最终达到维持糖尿病心肌病钙稳态的作用,有效维持心肌细胞的正常收缩舒张功能;其降糖作用不是预防糖尿病心肌病的主要机理,而在于抑制CACNA1C蛋白表达,抑制钙诱导钙释放过程。     

基于多元统计分析的银杏叶提取物中有机酸类成分含量研究

目的建立HPLC法测定银杏叶提取物中9种小分子有机酸类成分莽草酸、儿茶素、表儿茶素、没食子酸、原儿茶酸、6-羟基犬尿喹啉酸、对羟基苯甲酸、对羟基肉桂酸、咖啡酸含量的方法,并结合多元统计分析方法比较不同厂家生产的银杏叶提取物间质量差异。方法采用Inertsil ODS-3 C_(18)(250 mm×4.6 mm,5μm)色谱柱;以乙腈-0.4%磷酸水溶液为流动相,梯度洗脱,波长切换测定(220 nm检测莽草酸、儿茶素、表儿茶素,254 nm检测没食子酸、原儿茶酸、6-羟基犬尿喹啉酸、对羟基苯甲酸,310 nm检测对羟基肉桂酸、咖啡酸),柱温40℃。结果不同厂家生产的银杏叶提取物中有机酸总含量有差异,厂家内部样品中各有机酸含量同样存在差异。经聚类分析、主成分分析、相关与回归分析等多元统计方法分析,筛选出儿茶素、没食子酸、原儿茶酸及6-羟基犬尿喹啉酸为体现样品质量差异的特征成分,同时成分间具有内在相关性。结论建立的方法操作简便、重复性好、结果可靠,可用于银杏叶提取物中有机酸类成分的质量评价。筛选出的儿茶素、没食子酸、原儿茶酸及6-羟基犬尿喹啉酸是体现质量差异的特征成分,又是具有内在关联的共性成分,为提升银杏叶提取物整体质量控制能力提供了依据,同时表明银杏叶提取物的提取工艺并不统一,企业内部工艺的稳定性也有待提高。