目的 探讨结肠镜下息肉切除术后复发的危险因素，并基于机器学习算法构建复发风险预警模型，为防治对策提供依据。方法 回顾性收集2018年9月—2023年9月六安市人民医院1 058例初次行无痛结肠镜下息肉切除术患者的临床资料，使用单因素和多因素Logistic回归分析筛选复发危险因素。采用7∶3随机抽样分为训练集和验证集，分别通过决策树、贝叶斯及Logistic回归算法构建预测模型，并以受试者工作特征曲线（ROC）曲线下面积（AUC）、灵敏度、特异度等指标来评估模型效能。结果 单因素分析显示，性别、吸烟、代谢综合征、息肉数量、息肉位置、山田分型、组织病理学类型、切除方式、复查时间、肠息肉直径、手术时间是复发的危险因素（P＜0.05）。多因素分析显示，性别、代谢综合征、息肉数量、息肉直径、肠息肉位置、山田分型、组织学病理类型、切除方式、手术时间均是结肠息肉内镜下切除术后复发的危险因素。模型评估显示，决策树算法、贝叶斯算法、Logistic回归算法的ROC曲线下面积（AUC）分别为0.849、0.818、0.811；灵敏度分别为85.14%、81.62%、79.43%；特异度分别为81.69%、79.45%、74.18%；约登指数分别为0.534、0.551、0.573；95%CI分别为0.810~0.876、0.794~0.860、0.782~0.850；决策树算法模型效能最佳，Logistic回归算法的性能最差。结论 性别、代谢综合征、肠息肉特征（数量、直径、位置等）是术后复发的关键危险因素。决策树模型在风险预测中表现最优，可为临床制定个体化随访策略提供参考。
Objective To explore the risk factors for recurrence after painless colonoscopic polypectomy and construct a recurrence risk warning model based on machine learning algorithms to provide evidence for prevention and treatment strategies．Methods A retrospective analysis was conducted on clinical data from 1 058 patients who underwent their first painless colonoscopy-guided polypectomy at our hospital between September 2018 and September 2023．Univariate and multivariate Logistic regression analyses were performed to identify recurrence risk factors．The dataset was randomly divided into training and validation sets using a 7∶3 ratio．Prediction models were constructed using decision tree，Bayesian，and Logistic regression algorithms，and their performance was evaluated using metrics such as the area under the receiver operating characteristic curve（AUC），sensitivity，specificity，and others．Results Univariate analysis revealed that gender，smoking，metabolic syndrome，number of polyps，polyp location，Yamada classification，histopathological type，resection method，follow-up time，polyp diameter，and operation duration were risk factors for recurrence（P＜0.05）．Multivariate analysis identified gender，metabolic syndrome，number of polyps，polyp diameter，polyp location，Yamada classification，histopathological type，resection method，and operation duration as independent risk factors for recurrence after endoscopic polypectomy．Model evaluation showed AUC values of 0.849，0.818，and 0.811 for the decision tree，Bayesian，and Logistic regression algorithms，respectively．Sensitivity values were 85.14%，81.62%，and 79.43%；specificity values were 81.69%，79.45%，and 74.18%；Youden’s indices were 0.534，0.551，and 0.573；and 95% confidence intervals（CIs）were 0.810–0.876，0.794–0.860，and 0.782–0.850，respectively．The decision tree algorithm demonstrated the best predictive performance，while the Logistic regression algorithm performed the least favorably．Conclusions Gender，metabolic syndrome，and polyp characteristics（number，diameter，location，etc．）are key risk factors for recurrence after polypectomy．The decision tree algorithm exhibited optimal predictive efficacy，offering valuable insights for developing individualized follow-up strategies in clinical practice．
目的 探讨无痛消化内镜下高频电刀治疗对胃癌前病变的应用效果及复发率的影响。方法 选取甘肃医学院附属医院2017年1月—2020年1月收治的120例胃癌前病变患者进行回顾性分析,依照其手术治疗方案将其分为两组,各60例。对照组采取常规内镜黏膜下剥离术,观察组患者采取无痛消化内镜下高频电刀剥离治疗。对比两组的切除速度、切除面积、治愈性切除率、完全及整块切除率,对患者进行3年随访,记录其复发情况,并对比两组患者并发症情况。结果 两组的切除面积、治愈性切除率、完全切除率及整块切除率对比差异无统计学意义（P>0.05）,观察组切除速度为（27.34±8.58）mm2/min,高于对照组的（15.54±4.52）mm2/min,差异有统计学意义（P<0.05）。两组患者术后3年的总复发率（28.33% vs 30.00%）对比差异无统计学意义（P>0.05）。观察组感染、穿孔等相关并发症发生率为3.33%,低于对照组的15.00%（P<0.05）。结论 无痛消化内镜下高频电刀与常规内镜黏膜下剥离术治疗胃癌前病变相比具有显著疗效。但无痛消化内镜下高频电刀治疗可提升切除速度,降低并发症发生率。
Objective To explore the application effect and recurrence rate of painless endoscopic high-frequency electrocautery on gastric precancerous lesions．Methods A total of 120 patients with precancerous gastric cancer admitted to the Affiliated Hospital of Gansu Medical College from January 2017 to January 2020 were selected for retrospective analysis and divided into two groups according to their surgical treatment plan,with 60 patients in each group．The control group underwent conventional endoscopic submucosal dissection,and the patients in the observation group received painless digestive endoscopic high-frequency electric knife dissection．The resection speed,resection area,curative resection rate,complete and bulk resection rate were compared of the two groups,the patients were followed up for 3 years to record the recurrence rate,and the complications of the two groups of patients were also compared．Results There were no differences in resection area,curative resection rate,complete resection rate and total resection rate between the two groups（P>0.05）．The resection speed in the observation group was（27.34±8.58）mm2/min,which was higher than that in the control group（15.54±4.52）mm2/min（P<0.05）．There was no difference in the total recurrence rate（28.33% vs 30.00%）at 3 years after surgery between the two groups（P>0.05）．The incidence of infection,perforation and other related complications in the observation group was 3.33%,lower than that in the control group（15.00%）（P<0.05）．Conclusion sCompared with conventional endoscopic submucosal dissection,high-frequency electric knife under painless digestive endoscopy has significant efficacy in the treatment of gastric precancerous lesions．However,painless endoscopic high-frequency electrosurgical treatment can improve the resection speed and reduce the incidence of complications such as infection,perforation and bleeding．
目的 分析芳香化酶(CYP19)基因多态性与子宫内膜异位症(endometriosis,EMs)术后复发的关系。方法 回顾性分析2019年2月—2020年2月于我院接受手术的110例EMs患者临床资料,按照术后12个月是否复发分为未复发组(62例)、复发组(48例),通过聚合酶链反应-限制性片段长度多态性(PCR-RFLP)技术测定两组CYP19基因115T/C、240A/G、1531C/T位点的单核苷酸多态性(single nucletide polymorphism,SNP),并分析不同位点对应VAS评分、r-AFS评分的差异。结果 复发组CYP19基因115T/C、1531C/T位点不同基因型及等位基因频率与未复发组相比,差异均无统计学意义(P＞0.05);复发组CYP19基因240A/G位点AG基因型频率比未复发组高(P＜0.05),AA基因型频率比未复发组低(P＜0.05);两组240A/G位点等位基因频率相比,差异有统计学意义(P＜0.05);CYP19基因240A/G位点AG 型VAS评分、r-AFS评分＞GG型＞AA型,差异有统计学意义(P＜0.05);CYP19基因115T/C、1531C/T位点不同基因型的VAS评分、r-AFS评分相比,差异均无统计学意义(P＞0.05)。结论 CYP19基因240A/G位点多态性与EMs术后复发、疼痛程度及病情密切相关,且携带G等位基因的基因型(AG+GG)可能是术后复发的风险因素。
Objective To analyze the relationship between aromatase (CYP19) gene polymorphism and recurrence of endometriosis (EMs) after surgery. Methods The clinical data of 110 patients with EMs who underwent the operation in our hospital from February 2019 to February 2020 were analyzed retrospectively. The patients were divided into non-relapsing group (62 cases) and relapsing group (48 cases) by 12 months followed-up outcomes. The single nucleotide polymorphism (SNP) of 115T/C, 240A/G and 1531C/T sites of CYP19 gene were detected by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP), and the differences of VAS and r-AFS scores between the two groups were analyzed. Results The genotypes and allele frequencies of 115T/C and 1531C/T of CYP19 gene in relapsing group were not significantly different from those in non-relapsing group (P>0.05). The AG genotype frequency of 240A/G site of CYP19 gene in relapsing group was higher than that in non-relapsing group (P<0.05), while the AA genotype frequency was significantly lower than that in non-relapsing group (P<0.05). There were significant differences in the allele frequencies of 240A/G site (P<0.05). The scores of VAS and r-AFS of AG＞GG＞AA, with significant differences (P<0.05). There were no significant differences in the VAS and r-AFS scores of CYP19 gene at 115T/C and 1531C/T site (P>0.05). Conclusion The 240A/G polymorphism of the CYP19 gene is closely related to postoperative recurrence, pain degree and condition of EMs, and the genotypes carrying the G allele (AG+GG) may be the risk factor of postoperative recurrence.
目的 检测外周血循环肿瘤细胞(circulating tumor cell, CTC)在原发性肝癌患者中的表达情况,并探讨CTC动态变化及其相对于甲胎蛋白(Alpha fetoprotein AFP)对原发性癌患者术后复发转移的预测作用。方法 收集原发性肝癌患者134例,肝脏良性病变患者72例,检测外周血 CTC 数目,同时检测AFP的表达水平,分析 CTC 与 AFP 的相关性。然后在134名原发性肝癌患者中筛选出成功行肝癌根治术的患者,共86例,检测这86名患者术前、术后外周血CTC和AFP,分析CTC和AFP对原发性肝癌术后复发转移的评估价值。结果 原发性肝癌患者外周血CTC阳性率高于肝脏良性病变患者,差异有统计学意义(P＜0.05);原发性肝癌患者CTC水平与AFP水平、淋巴结转移、肿瘤结节多少有关,与年龄、性别、肿瘤直径、分化程度、肝硬化有无、TNM分期无关;原发性肝癌患者CTC和AFP生存分析显示,原发性肝癌根治术后早期复发转移与CTC和AFP密切相关;CTC较阳性对术后复发转移具有更好的诊断价值,二者联合对复发转移预测价值最高。结论 CTC可以做为一个比传统肿瘤标志物更好的对原发性肝癌术后复发转移进行监测的指标,与肿瘤标志物联合检测预测价值更高。
Objective To detect the expression of peripheral blood circulating tumor cells CTC in patients with primary liver cancer and to explore the dynamic changes of CTC and its predictive effect on postoperative recurrence and metastasis of primary cancer. Methods The number of CTC in peripheral blood was measured in 134 patients with primary liver cancer and 72 patients with benign liver disease, the expression of AFP was detected, and the correlation between CTC and AFP was analyzed. Then 86 patients with primary liver cancer were selected from 134 patients with primary liver cancer who underwent radical hepatectomy. The values of CTC and AFP in evaluating recurrence and metastasis of primary liver cancer before and after operation were analyzed by CTC and AFP, in peripheral blood of these 86 patients. Results The positive rates of CTC in peripheral blood of patients with primary liver cancer were higher than that of patients with benign liver disease(P< 0.05). The levels of CTC in patients with primary liver cancer were related to AFP level, lymph node metastasis and the number of tumor nodules, but not to age, sex, tumor diameter, differentiation degree, liver cirrhosis and TNM stage. The survival analysis of CTC and AFP in patients with primary liver cancer showed that the early recurrence and metastasis of primary liver cancer after radical resection were closely related to the positive rate of CTC and AFP, and the positive rate of CTC was more effective than that of AFP positive in the diagnosis of recurrence and metastasis after operation, and the combination of the two had the highest predictive value for recurrence and metastasis. Conclusion CTC may be used as a better index to monitor postoperative recurrence and metastasis of primary liver cancer than traditional tumor markers. The combined detection prediction value of tumor markers is higher.
目的 研究NR3C1(核受体亚科3,C组,成员1)又称糖皮质激素受体(GR)表达量对前列腺癌恶性程度的影响及其与前列腺癌生化复发的相关性。方法 通过组织芯片免疫组化染色检测的方法检验NR3C1在不同恶性程度前列腺癌组织的表达情况,结合Taylor数据库分析NR3C1表达水平与前列腺癌临床病理特征关系,再采用Kaplan-Meier法分析NR3C1对前列腺癌生化复发生存率的影响,最后用Cox回归分析临床病理特征与生化复发的相关性。结果 组织芯片免疫组化结果显示NR3C1在Gleason评分低的前列腺癌组织中表达高于Gleason评分高的前列腺癌组织(P=0.028)。结合Taylor公用数据库分析,NR3C1在前列腺癌组织中的表达低于癌旁组织(P＜0.001),NR3C1在Gleason评分低的前列腺癌组织中表达高于Gleason评分高的前列腺癌组织(P=0.005),NR3C1低表达与PSA复发(P=0.028)和转移(P=0.003)相关。Kaplan-Meier结果提示:NR3C1高表达组患者术后的生化复发生存率更高(P=0.043),总体生存率没有明显区别(P=0.872)。单因素分析结果显示:NR3C1(P=0.002),病理分期(P＜0.001),Gleason评分(P＜0.001),是否转移(P=0.012)是前列腺癌生化复发的影响因素。多因素分析结果显示:高Gleason 评分(P=0.017)和转移(P<0.001)均为生化复发危险因素。结论 NR3C1影响前列腺癌的发病进程,检验NR3C1的表达情况,能预测前列腺癌患者生化复发的概率,可协助判断前列腺癌预后。
Objective We study the role of NR3C1 (nuclear receptor subfamily 3,group C,member 1) in PCa progression,and the correlation between its expression level and the biochemical recurrence of PCa. Methods Immunohistochemistry was used to detect the expression of NR3C1 in PCa tissues of different degrees of malignancy. The associations of NR3C1 expression and clinical pathological features were analyzed using the Taylor dataset. Kaplan-Meier was used to detect the relationship between NR3C1 expression and biochemical recurrence survival rate in PCa. Cox-regressive analysis was used to detect the relationship between clinical pathological features and biochemical recurrence. Results Immunohistochemistry analysis showed the expression of NR3C1 was higher in which its Gleason Score was lower(P=0.028). Base on the Taylor dataset,the expression of NR3C1 was higher in the adjacent benign tissues than that in PCa(P＜0.001). The expression of NR3C1 was higher in which its Gleason Score was lower(P=0.005). Furthermore,low NR3C1 expression was associated with PSA failure(P=0.028) and Metastasis(P=0.003). Kaplan-Meier showed the biochemical recurrence-free time of PCa patients in low NR3C1 expression groups reduced(P=0.043). The overall survival time of PCa patients was not correlated to NR3C1 expression levels(P=0.872). Single factor analysis showed the biochemical recurrence is associated with NR3C1 expression(P=0.002),pathological stage(P＜0.001),Gleason score(P＜0.001), Metastasis status(P=0.012). Multivariate analysis by Cox regression further identified the high Gleason Score(P=0.017) and Metastasis status (P<0.001)were hazards of the biochemical recurrence. Conclusion Our study showed that the expression of NR3C1 critically connected with the process of PCa,which indicated that we can predict the probability of the biochemical recurrence and determine the prognosis of prostate cancer by detecting the expression of NR3C1 in PCa patients.
目的 探讨超声引导下射频消融术治疗肝癌的资料,评价其术后局部复发的影响因素,为临床应用提供参考依据。方法 回顾性分析2010年7月—2012年7月我院进行超声引导下射频消融治疗肝癌80例患者的临床资料,通过统计学软件,明确射频消融术的疗效,通过单因素分析中的χ2检验和logistic线性回归分析等方法分析射频消融治疗肝癌局部复发的主要危险因素。结果 80例肝癌患者行超声引导下射频消融术治疗的次数共为94次,12例肝癌患者接受RFA治疗的次数≥2次,94次肝癌射频消融术处理病灶共为101个,完全消融共为68例(85.0%),不完全消融12例(15.0%);所研究病例瘤体个数按≤3 cm、3～5 cm、>5 cm分组总数分别为55、34、12,其完全消融率分别为89.09%、79.41%、66.67%;运用多因素统计分析,结果显示肝硬化、肝炎史以及血管癌栓形成是影响肝癌患者射频消融术后局部复发的独立因素。结论 RFA治疗肝癌是一种疗效满意的局部微创治疗手段,肝硬化、肝炎史、血管癌栓形成是影响肝癌患者术后局部复发的独立高危因素。
Objective To provide reference for clinical application, we investigated the data of ultrasound-guided radiofrequency ablation RFA in the treatment of hepatocellular carcinoma and evaluated the influencing factors of local recurrence after operation. Methods The clinical data of 80 patients with hepatocellular carcinoma treated with ultrasound-guided radiofrequency ablation from July 2010 to July 2012 in our hospital were analyzed retrospectively. The efficacy of radiofrequency ablation was determined by statistical software analysis. We analyzed the main risk factors of local recurrence of hepatocellular carcinoma treated with radiofrequency ablation by χ2 test and logistic linear regression analysis in univariate analysis. Results The frequency of ultrasound-guided radiofrequency ablation in 80 patients with hepatocellular carcinoma was 94 times and a total of 101 lesions were treated. Among them, 12 patients with hepatocellular carcinoma were treated with RFA more than 2 times. In 80 patients with hepatocellular carcinoma treated with RFA, 68 cases (85.0%)underwent complete ablation and 12 cases (15.0%)underwent incomplete ablation. The treated lesions were divided into 55, 34 and 12 lesions respectively, according to the size of≤ 3cm, 3 ≤ 5cm,>5cm. And the complete ablation rates were 89.09%, 79.41% and 66.67% respectively. Multivariate statistical analysis showed that liver cirrhosis, hepatitis history and vascular tumor thrombus formation were independent factors for the local recurrence of patients with hepatocellular carcinoma after radiofrequency ablation. Conclusion RFA treatment of hepatocellular carcinoma is a local minimally invasive treatment with satisfactory efficacy. Cirrhosis, hepatitis history and vascular tumor thrombosis are independent high risk factors for the local recurrence of patients with hepatocellular carcinoma.
目的 探讨规范二级预防下老老年人轻型卒中复发的危险因素。方法 收集我院80岁及以上、既往有轻型卒中病史、并进行规范二级预防半年以上的老老年患者的临床资料:一般资料、既往病史及用药情况、入院时血压及基础生化指标、影像学资料、缺血性卒中复发情况。根据有无复发缺血性卒中将患者分为复发组和无复发组两组,分析以上因素在两组间的差异。结果 80例患者中复发缺血性脑卒中共26例,复发率32.5%。统计结果显示,轻型卒中复发组与合并高血压病、入院时收缩压、D二聚体水平呈正相关,其相关系数分别为0.265(P=0.018)、0.232(P=0.038)和0.222(P=0.048)。复发组收缩压升高比例高于无复发组(χ2=6.919,P=0.031)。非条件Logistic多因素分析显示:合并高血压病[OR 95%CI=(1.162,10.230)]、收缩压升高[OR 95%CI=(0.997,68.840)]与轻型缺血性卒中复发相关。结论 合并高血压病、收缩压升高是老老年人轻型卒中规范二级预防下复发独立危险因素。
Objective To analyze the recurrence risk factors of aged patients with minor ischemic stroke under standardized secondary prevention. Methods Patients over 80 years old and with minor ischemic stroke history were enrolled, and the following data were collected: demographic characteristics, medical history, current medicine, blood test, imaging findings and recurrence of ischemic strokes. Patients were divided into two groups: the recurrence group and the non-recurrence group. Chi-square test,logistic regression models were performed to assess correlations between baseline variables and recurrence of minor stroke events. Results In our study, 26 patients had recurrent minor ischemic stroke(32.5%). The prevalence of recurrence of minor stroke was positively correlated with hypertension(CI 0.265, P 0.018), SBP(CI 0.232,P 0.038), d-2-dimer(CI 0.232,P 0.048). Patients in recurrence group are more likely to presented with SBP elevation compared to non-recurrence group(χ2=6.919, P=0.031). Unconditional logistic regression analysis showed that hypertension, especially high SBP significantly related to minor ischemic stroke recurrence. Conclusion Hypertension,especially elevated SBP, were considered as an independent risk factors for aged old patients with minor ischemic stroke who received standardized secondary prevention.
