Radiomics model based on preoperative gadoxetic acid-enhanced MRI for predicting liver failure

BACKGROUND Postoperative liver failure is the most severe complication in cirrhotic patients with hepatocellular carcinoma(HCC) after major hepatectomy. Current available clinical indexes predicting postoperative residual liver function are not sufficiently accurate.AIM To determine a radiomics model based on preoperative gadoxetic acid-enhanced magnetic resonance imaging for predicting liver failure in cirrhotic patients with HCC after major hepatectomy.METHODS For this retrospective study, a radiomics-based model was developed based on preoperative hepatobiliary phase gadoxetic acid-enhanced magnetic resonance images in 101 patients with HCC between June 2012 and June 2018. Sixty-one radiomic features were extracted from hepatobiliary phase images and selected by the least absolute shrinkage and selection operator method to construct a radiomics signature. A clinical prediction model, and radiomics-based model incorporating significant clinical indexes and radiomics signature were built using multivariable logistic regression analysis. The integrated radiomics-based model was presented as a radiomics nomogram. The performances of clinical prediction model, radiomics signature, and radiomics-based model for predicting post-operative liver failure were determined using receiver operating characteristics curve, calibration curve, and decision curve analyses.RESULTS Five radiomics features from hepatobiliary phase images were selected to construct the radiomics signature. The clinical prediction model, radiomics signature, and radiomics-based model incorporating indocyanine green clearance rate at 15 min and radiomics signature showed favorable performance for predicting postoperative liver failure(area under the curve: 0.809-0.894). The radiomics-based model achieved the highest performance for predicting liver failure(area under the curve: 0.894; 95%CI: 0.823-0.964). The integrated discrimination improvement analysis showed a significant improvement in the accuracy of liver failure prediction when radiomics signature was added to the clinical prediction model(integrated discrimination improvement = 0.117, P =0.002). The calibration curve and an insignificant Hosmer-Lemeshow test statistic(P = 0.841) demonstrated good calibration of the radiomics-based model. The decision curve analysis showed that patients would benefit more from a radiomics-based prediction model than from a clinical prediction model and radiomics signature alone.CONCLUSION A radiomics-based model of preoperative gadoxetic acid–enhanced MRI can be used to predict liver failure in cirrhotic patients with HCC after major hepatectomy.     

Treatment of An Acute Severe Cadmium Poisoning Patient Combined with Multiple Organ Dysfunction Syndromes by Integrated Chinese and Western Medicines: A Case Report

正Cadmium(Cd), a toxic heavy metal commonly found in the environment, can cause toxic reactions at a dose of 30 mg. Cd is absorbed into the body mainly through the respiratory tract, digestive tract,     

Effects of exogenous factors on spatial accuracy in neurosurgery

The study aimed to assess the effect of exogenous factors such as surgeon posture, surgical instrument length, fatigue after a night shift, exercise and caffeine consumption on the spatial accuracy of neurosurgical manipulations. For the evaluation and simulation of neurosurgical manipulations, a testing device developed by the authors was used. The experimental results were compared using nonparametric analysis (Wilcoxon test) and multivariate analysis, which was performed using mixed models. The results were considered statistically significant at p < 0.05. The study included 11 first-year neurosurgery residents who met the inclusion criteria. Hand support in the sitting position (Wilcoxon test p value = 0.0033), caffeine consumption (p = 0.0058) and the length of the microsurgical instrument (p = 0.0032) had statistically significant influences on the spatial accuracy of surgical manipulations (univariate analysis). The spatial accuracy did not significantly depend on the type of standing position (Wilcoxon test p value = 0.2860), whether the surgeon was standing/sitting (p = 0.1029), fatigue following a night shift (p = 0.3281), or physical exertion prior to surgery (p = 0.2845).When conducting the multivariate analysis, the spatial accuracy significantly depended on the test subject (p < 0.0001), the use of support during the test (p = 0.0001), and the length of the microsurgical instrument (p = 0.0397). To increase the spatial accuracy of microsurgical manipulations, hand support and shorter tools should be used. Caffeine consumption in high doses should also be avoided prior to surgery.     

从病理学看绿色瘤(附细胞学,病理学、影像学图)

目的 　针对绿色瘤诊断的难点 ,提出我们的看法 ,并提出相应的对策。 方法　复习绿色瘤诊断的前人经验 ,搜集我院对该病的诊断体会。 结果 　临床及影像学诊断仅作为协诊 ,血液细胞学及病理免疫组化可确诊。 结论 　提出用肿瘤穿刺物印片或涂片做POX染色或MPO染色 ,如果肿瘤细胞出现POX染色或MPO染色阳性 ,表示其具有粒细胞特征 ,就应该考虑绿色瘤的可能。     

CT定位下经皮穿刺射频消融治疗肺肿瘤疗效分析

目的探讨CT引导下集束电极射频治疗肺恶性肿瘤的疗效。方法对1999年以来在cT定位引导下。采用WE7568集束电极射频肿瘤消融仪。用集束电极经皮穿刺到肺内肿瘤进行射频消融治疗，每针次温度75～95℃左右维持10min或15min．结果78例病人经CT引导行射频消融80例次，绝大多数病灶（77．4％）复查CT均有不同程度缩小或CT值下降30～37，疼痛等症状明显缓解。无严重并发症，无围手术期死亡。结论CT定位下经皮集束电极射频消融对肺恶性肿瘤的近期疗效明显，对晚期肺癌、多发性肺转移瘤及不能耐受手术者，可作为综合治疗的方法之一。     

小型移动数字成像系统下行经皮冠状动脉腔内成形术

目的 :探讨移动数字成像系统GE OECSeries 980 0进行经皮冠状动脉腔内成形术 (PTCA)的可行性和安全性。方法 :回顾分析 32例应用GE OECSeries 980 0X线机进行PTCA治疗冠心病的临床资料。结果 :①本组病例成功率为 90 6 % (2 9/ 32 ) ,血管成功率为 88 1% (37/ 4 2 ) ,病变成功率 83% (39/ 4 7)。成功病例狭窄由术前目测平均直径狭窄(92 8± 3 5 ) %减少到术后的 (6 5± 4 2 ) %。②AMI溶栓后补救性PTCA成功率高。结论 :应用GE OECSeries 980 0X线机能够满足心血管病区心脏介入治疗的需要 ,是安全可行的和具有良好的成本 效益比     

联合应用经腹腹膜前腹腔镜疝修补术和腹腔内网片植入术治疗成人腹股沟疝

目的联合应用经腹腹膜前腹腔镜疝修补术(transabdominal preperitoneal prosthetic,TAPP)和腹腔内网片植入术(intraperitoneal onlay mesh,IPOM),探讨理想的腹腔镜下腹股沟疝修补的方法。方法2006年1月~12月,对30例成人腹股沟疝行腹腔镜下修补。以腹壁下血管内侧缘为界,把疝薄弱区纵行分成内侧和外侧,内侧采用改进的TAPP方法,外侧仍用IPOM方法。沿腹壁下血管内侧缘纵行剪开腹膜后向内侧游离的区域内基本上是无血管区,亦无重要的神经,组织疏松极易游离,数分钟内即可分离出所需要的面积(7.5 cm×6.5 cm)。补片的材料亦分为内侧和外侧,内侧是聚丙烯材料,外侧应用Proceed补片。结果30例均在硬膜外麻醉下完成,手术时间单侧30~40 min,平均35 min,双侧50~60 min,平均55min,术中出血1~5 ml,术后第2天可离床活动,术后3~4天出院,术后2周均恢复工作。术后随访2~12个月,平均9个月,无粘连性肠梗阻,腹股沟部和全身无不良反应。结论联合应用TAPP和IPOM后,能体现微创的原则,易掌握,损伤少,手术时间短,恢复快,手术效果确切。     

急诊抗菌药物的使用调查与分析

目的考察了解急诊抗菌药物的使用情况。方法随机抽取2008年7—12月的急诊处方2700张，对其中抗菌药物的应用情况进行统计分析。结果急诊抗菌药物使用率49．1％，药物应用形式以单用为主（占66．3％）；给药途径以口服和静脉注射为主。不合理用药处方占抗菌药物处方的10．8％，分别在选药方案、给药方案、溶媒使用、联合应用等方面存在问题。结论我院急诊抗菌药物的应用基本合理，但仍存在一定问题，需进一步加强管理。     

急性阑尾炎全血细胞参数变化的临床意义

目的探讨急性阑尾炎全血细胞参数检测的临床意义。方法2006年我院收治的85例急性阑尾炎患者,术前行实验室检查对比术中所见(术后病理)进行分析,结果采用两样本等方差t检验。结果急性阑尾炎患者与正常对照相比,白细胞参数各指标及红细胞参数RBC、HGB和HCT均有非常显著性差异(P<0.01)。另外,急性阑尾炎患者中男性与女性相比,除白细胞参数中的LYM%和红细胞参数RBC、HGB及HCT存在非常显著性差异(P<0.01)外,其它指标无显著性差异。结论急性阑尾炎发作时,白细胞及红细胞参数的变化有助于急性阑尾炎的诊断。