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Clinical features and outcomes analysis of Gallbladder neuroendocrine carcinoma. 胆囊神经内分泌癌的临床特点及预后分析。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_1959_21
Man Jiang, Yijing Zhang

Purpose: Gallbladder neuroendocrine carcinoma (GB-NEC) is an uncommon and highly malignant tumor. This research aimed to investigate the clinical characteristics and prognostic factors of GB-NEC.

Materials and methods: Our survey of case reports from January 2000 to May 2022 screened a total of 84 patients with complete data who received surgical resection for gallbladder NEC. Log-rank generated survival curves using the Kaplan-Meier method for univariate survival analysis. To identify GB-NEC independent prognostic indicators for overall survival (OS), univariate and multivariate Cox proportional hazard analyses were conducted.

Results: These patients consisted of 25 men and 59 women, with an average age of 60 (range 29-85). Patients under 60 years old made up 44% of the population, while patients over 60 made up 56%. Fifty-three tumors were advanced pathologic TNM stage III and IV. After surgery, 44 patients underwent chemotherapy or radiotherapy. The median OS of 84 patients with GB-NEC was 16.8 months. In univariate and multivariate analysis, tumor size (diameter ≥5 cm), TNM tumor stage, and the receipt of postoperative adjuvant chemotherapy are independent factors influencing the prognosis of patients with GB-NEC.

Conclusion: Tumor size (diameter ≥5 cm) and TNM tumor stage were independently related to a shorter OS. An enhanced OS was independently linked to receiving postoperative adjuvant chemotherapy.

目的:胆囊神经内分泌癌(GB-NEC)是一种少见的恶性肿瘤。本研究旨在探讨GB-NEC的临床特点及预后因素。材料与方法:我们对2000年1月至2022年5月的病例报告进行调查,共筛选了84例资料完整的胆囊NEC手术切除患者。Log-rank生成的生存曲线使用Kaplan-Meier方法进行单变量生存分析。为了确定GB-NEC的总生存(OS)独立预后指标,进行了单因素和多因素Cox比例风险分析。结果:男性25例,女性59例,平均年龄60岁(29-85岁)。60岁以下的患者占总人口的44%,60岁以上的患者占56%。53例肿瘤为晚期病理性TNM III期和IV期。术后44例患者接受化疗或放疗。84例GB-NEC患者的中位OS为16.8个月。在单因素和多因素分析中,肿瘤大小(直径≥5cm)、TNM肿瘤分期、术后接受辅助化疗是影响GB-NEC患者预后的独立因素。结论:肿瘤大小(直径≥5cm)和TNM肿瘤分期与较短的OS独立相关。增强的OS与接受术后辅助化疗独立相关。
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引用次数: 1
Clinical features and outcomes of infantile soft-tissue sarcoma: A multicenter retrospective study in Beijing. 北京地区婴儿软组织肉瘤的临床特征和预后:一项多中心回顾性研究。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_1950_22
Shuai Zhu, Na Xu, Tian Zhi, Yangxu Gao, Dixiao Zhong, Weiling Zhang, Mei Jin, Qing Sun, Yao Xie, Xiaolun Zhang, Long Li, Shengcai Wang, Huanmin Wang, Rong Liu, Weihong Zhao, Dongsheng Huang, Xin Ni, Xiaoli Ma

Background: Soft-tissue sarcomas during infancy are rare and understudied. With no data on this specific condition, we performed a retrospective study of infant-onset sarcomas based on a multi-institutional cohort in Beijing, China, collected over the past decade. We reviewed infantile soft-tissue sarcomas' clinical characteristics, treatments, and outcomes.

Materials and methods: The patients with soft-tissue sarcoma diagnosed from 0 to 12 months in four primary children's hospitals in Beijing from January 2010 to December 2019 were evaluated.

Results: Fifty-one patients were enrolled, including 31 males and 20 females. The median age at the diagnosis was five months (range, 0-12), and seven (13.7%) patients were diagnosed in the first month of their life. Histologically, twenty-five patients were diagnosed with rhabdomyosarcoma (RMS), six were diagnosed with extraosseous Ewing sarcoma (EES), and twenty were diagnosed with nonrhabdomyosarcoma soft-tissue sarcoma (NRSTS). The treatment principles and details of RMS focused on reference to the Intergroup Rhabdomyosarcoma Study Group (IRSG) protocols. For EES and NRSTS, chemotherapy was prescribed according to children's oncology group protocols. The five-year EFS/OS rates of RMS were 26.4% ± 19.5%/56.2 ± 17.8%, the five-year EFS/OS rate of EES was 50% ± 20.4%, and the five-year EFS/OS of NRSTS was 85.2% ± 9.8%/100%.

Conclusions: Infant-onset soft-tissue sarcoma is heterogeneous. The primary location of the abdominal or pelvic cavity of RMS and EWS was at a later stage and had a poorer prognosis. Multimodal therapy resulted in successful disease control for the majority of patients. Standardization of treatment protocols will facilitate care for such challenging conditions.

背景:婴儿期软组织肉瘤是罕见且研究不足的。在没有这一特殊情况的数据的情况下,我们在中国北京进行了一项基于过去十年收集的多机构队列的婴儿起病肉瘤回顾性研究。我们回顾了婴儿软组织肉瘤的临床特征、治疗方法和结果。材料与方法:对2010年1月至2019年12月在北京市4家初级儿童医院诊断为0 ~ 12月龄的软组织肉瘤患者进行评价。结果:共纳入51例患者,其中男性31例,女性20例。诊断时的中位年龄为5个月(范围0-12),7例(13.7%)患者在出生后第一个月被诊断。组织学上,25例诊断为横纹肌肉瘤(RMS), 6例诊断为骨外尤文氏肉瘤(EES), 20例诊断为非横纹肌肉瘤软组织肉瘤(NRSTS)。RMS的治疗原则和细节主要参考了组间横纹肌肉瘤研究组(IRSG)的治疗方案。对于EES和NRSTS,化疗按照儿童肿瘤组方案进行。RMS的5年EFS/OS率为26.4%±19.5%/56.2±17.8%,EES的5年EFS/OS率为50%±20.4%,NRSTS的5年EFS/OS率为85.2%±9.8%/100%。结论:婴儿期软组织肉瘤具有异质性。RMS和EWS的腹腔或盆腔原发部位较晚,预后较差。多模式治疗成功地控制了大多数患者的疾病。治疗方案的标准化将有助于对这类具有挑战性的疾病进行护理。
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引用次数: 0
Effects of iodine-125 seed brachytherapy on patients with heterochronous pulmonary metastasis from hepatocellular carcinoma: A propensity score matching study. 125碘粒子近距离放疗对肝细胞癌异时性肺转移患者的影响:倾向评分匹配研究。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_519_22
Chongshuang Yang, Chuang He, Songtao Yu, Jing Yuan, Yunhua Xiao, Xuequan Huang

Purpose: To investigate the effects of iodine-125 seed brachytherapy (ISB) on the overall survival (OS) of patients with heterochronous pulmonary metastasis (HPM) secondary to hepatocellular carcinoma (HCC).

Materials and methods: The clinical and imaging data of 123 patients with HPM secondary to HCC treated at a single center from July 2012 to July 2020 were analyzed retrospectively. The patients were divided into ISB and non-ISB groups based on ISB treatment. Propensity score matching yielded 46 pairs of patients. A total of 191 lesions were treated, and the data were evaluated for 6 months after ISB. The OS rates of the two groups were compared using the Kaplan-Meier method. Independent prognostic factors were determined using a Cox proportional hazards regression model.

Results: The percentages of lung lesions in complete remission, partial remission, disease stable, and disease progression stages were 49.2%, 32.8%, 9.6%, and 8.4%, respectively. The disease control rate was 91.6%. The median follow-up time from the initial diagnosis was 47 months and 33 months for the ISB and non-ISB groups, respectively. Patients in the ISB group had a longer OS than those in the non-ISB group (1-year: 95.7% vs. 80.3%; 3-year: 62.9% vs. 45.7%; 5-year: 37% vs. 20.9%; P < 0.05). Multivariate analysis demonstrated that ISB treatment, tumor differentiation, vascular invasion, and Child - Pugh score were independent prognostic factors for survival.

Conclusion: ISB improves local control and OS rates of HPM secondary to HCC; thus, it is an effective and feasible option for patients with HPM secondary to HCC.

目的:探讨碘125粒子近距离放射治疗(ISB)对肝细胞癌(HCC)继发异时性肺转移(HPM)患者总生存期(OS)的影响。材料与方法:回顾性分析2012年7月至2020年7月在同一中心治疗的123例HCC继发HPM患者的临床及影像学资料。根据ISB治疗情况将患者分为ISB组和非ISB组。倾向评分匹配产生了46对患者。总共治疗了191个病变,并对ISB后6个月的数据进行了评估。采用Kaplan-Meier法比较两组患者的总生存率。采用Cox比例风险回归模型确定独立预后因素。结果:肺部病变完全缓解、部分缓解、疾病稳定和疾病进展期的比例分别为49.2%、32.8%、9.6%和8.4%。疾病控制率为91.6%。ISB组和非ISB组的中位随访时间分别为47个月和33个月。ISB组患者比非ISB组患者有更长的OS(1年:95.7%比80.3%;3岁:62.9% vs. 45.7%;5年:37% vs. 20.9%;P < 0.05)。多因素分析表明,ISB治疗、肿瘤分化、血管侵犯和Child - Pugh评分是影响生存的独立预后因素。结论:ISB可提高HCC继发HPM的局部控制率和OS率;因此,对于HCC继发HPM患者,它是一种有效可行的选择。
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引用次数: 0
Initial experience of the treatment of large glioma with microwave ablation-assisted surgical resection. 微波消融辅助手术切除治疗大胶质瘤的初步体会。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_2248_21
Wenpeng Zhao, Shichao Chen, Xihong Shao, Hongliu Du, Peiliang Li, Fang Wang, Jiamin Chen, Enshan Feng, Changqing Li

Aim: This study aimed to investigate the preliminary clinical outcomes of microwave ablation (MWA)-assisted surgical treatment for large glioma.

Materials and methods: In total, six cases of large glioma (diameter >4 cm) were described. All cases were treated with MWA-assisted surgical resection, which was performed using ultrasound to guide the accurate placement of the antenna in the central region of the tumor. The MWA power was 40-45 W, and 6 min was applied. Changes in the ablation area were observed using intraoperative Doppler ultrasound and contrast-enhanced ultrasound (CEUS). Ten patients treated with surgical resection alone were included in the control group. Data on surgical times (i.e., the time from the incision of the dura to the removal of the tumor), intraoperative blood loss, and complications were recorded.

Results: The median patient age was 45 years (range: 36.5-60.3 years). The median lesion diameter was 4.9 cm (range: 4.3-5.8). The microwave power was 40-45 W, and the median ablation time was 240 s (range: 208-297 s). The intra-tumoral vascular flow was significantly reduced after MWA. The median surgical time was shorter (38.5 min [range: 34.3-42.8 min]) and the median intraoperative blood loss was less (400 mL, [range: 400-450 mL]) in the combination treatment group than in the surgery-alone group. During the ablation process, no obvious additional neurological deficits were detected; however, a tube-shaped carbonide was found after the operation.

Conclusion: MWA may be a useful complement to conventional techniques for the surgical resection of large glioma.

目的:探讨微波消融(MWA)辅助手术治疗大胶质瘤的初步临床效果。材料与方法:共报道6例直径>4 cm的大胶质瘤。所有病例均行mwa辅助手术切除,超声引导天线准确放置在肿瘤中心区域。MWA功率为40 ~ 45w,应用时间为6min。术中应用多普勒超声和超声造影(CEUS)观察消融面积的变化。单纯手术切除10例为对照组。记录手术时间(即从硬脑膜切开到切除肿瘤的时间)、术中出血量及并发症等数据。结果:患者中位年龄为45岁(范围:36.5-60.3岁)。病灶中位直径4.9 cm(范围4.3 ~ 5.8)。微波功率40 ~ 45 W,中位消融时间240 s(范围208 ~ 297 s), MWA后肿瘤内血管血流明显减少。联合治疗组的中位手术时间(38.5 min[范围:34.3 ~ 42.8 min])短于单纯手术组,术中出血量(400 mL,[范围:400 ~ 450 mL])少于单纯手术组。消融过程中未发现明显的附加神经功能缺损;然而,手术后发现了管状碳化物。结论:MWA可作为常规手术切除大胶质瘤的有效补充。
{"title":"Initial experience of the treatment of large glioma with microwave ablation-assisted surgical resection.","authors":"Wenpeng Zhao,&nbsp;Shichao Chen,&nbsp;Xihong Shao,&nbsp;Hongliu Du,&nbsp;Peiliang Li,&nbsp;Fang Wang,&nbsp;Jiamin Chen,&nbsp;Enshan Feng,&nbsp;Changqing Li","doi":"10.4103/jcrt.jcrt_2248_21","DOIUrl":"https://doi.org/10.4103/jcrt.jcrt_2248_21","url":null,"abstract":"<p><strong>Aim: </strong>This study aimed to investigate the preliminary clinical outcomes of microwave ablation (MWA)-assisted surgical treatment for large glioma.</p><p><strong>Materials and methods: </strong>In total, six cases of large glioma (diameter >4 cm) were described. All cases were treated with MWA-assisted surgical resection, which was performed using ultrasound to guide the accurate placement of the antenna in the central region of the tumor. The MWA power was 40-45 W, and 6 min was applied. Changes in the ablation area were observed using intraoperative Doppler ultrasound and contrast-enhanced ultrasound (CEUS). Ten patients treated with surgical resection alone were included in the control group. Data on surgical times (i.e., the time from the incision of the dura to the removal of the tumor), intraoperative blood loss, and complications were recorded.</p><p><strong>Results: </strong>The median patient age was 45 years (range: 36.5-60.3 years). The median lesion diameter was 4.9 cm (range: 4.3-5.8). The microwave power was 40-45 W, and the median ablation time was 240 s (range: 208-297 s). The intra-tumoral vascular flow was significantly reduced after MWA. The median surgical time was shorter (38.5 min [range: 34.3-42.8 min]) and the median intraoperative blood loss was less (400 mL, [range: 400-450 mL]) in the combination treatment group than in the surgery-alone group. During the ablation process, no obvious additional neurological deficits were detected; however, a tube-shaped carbonide was found after the operation.</p><p><strong>Conclusion: </strong>MWA may be a useful complement to conventional techniques for the surgical resection of large glioma.</p>","PeriodicalId":15208,"journal":{"name":"Journal of cancer research and therapeutics","volume":"19 4","pages":"995-1000"},"PeriodicalIF":1.3,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10183883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of respiratory sensing technique in CT-guided radiofrequency ablation of liver malignancies. 呼吸传感技术在ct引导下肝恶性肿瘤射频消融中的应用。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_303_23
Xiang You, Bingyu Huang, Jin Chen, Zhengyu Lin

Objective: This study aimed to examine the effectiveness and safety of respiratory sensing methods in nonvascular interventional therapy of liver tumors.

Materials and methods: In this study, 64 patients with primary liver cancer or liver metastasis were retrospectively analyzed. According to two widely used clinical techniques to limit respiratory movement-breath holding and respiratory sensing technology-they were randomly allocated into two groups: respiratory gated and respiratory training. We aimed to compare the application and effect of these two techniques in the nonvascular interventional therapy of liver tumors.

Results: The puncture times of the respiratory-gated and respiratory training groups were 5.34 ± 2.47 and 8.41 ± 3.63 min, respectively. Puncture errors were 10.00 ± 2.65 and 12.81 ± 8.57 mm, respectively. Puncture adjustment times were 3.06 ± 1.26 and 4.87 ± 1.69 times, respectively, and the differences were statistically significant (P < 0.01).

Conclusions: Respiratory sensing technology has been effectively used to assist in puncturing liver malignant tumors using a radiofrequency (RF) ablation (RFA) system that is guided by computed tomography (CT) scans. It is superior to the classical breath-holding step puncture technique in terms of puncture time, puncture error, and puncture needle adjustment times.

目的:探讨呼吸传感技术在肝肿瘤非血管介入治疗中的有效性和安全性。材料与方法:回顾性分析64例原发性肝癌或肝转移患者的临床资料。根据临床广泛使用的两种限制呼吸运动的技术——屏气和呼吸传感技术,将患者随机分为呼吸门控组和呼吸训练组。我们旨在比较两种技术在肝肿瘤非血管介入治疗中的应用和效果。结果:呼吸门控组和呼吸训练组穿刺时间分别为5.34±2.47 min和8.41±3.63 min。穿刺误差分别为10.00±2.65 mm和12.81±8.57 mm。穿刺调整次数分别为3.06±1.26次、4.87±1.69次,差异有统计学意义(P < 0.01)。结论:在计算机断层扫描(CT)引导下,呼吸传感技术已被有效地用于辅助射频消融(RFA)系统穿刺肝脏恶性肿瘤。在穿刺时间、穿刺误差、穿刺针调整次数等方面均优于传统的屏气步进穿刺技术。
{"title":"Application of respiratory sensing technique in CT-guided radiofrequency ablation of liver malignancies.","authors":"Xiang You,&nbsp;Bingyu Huang,&nbsp;Jin Chen,&nbsp;Zhengyu Lin","doi":"10.4103/jcrt.jcrt_303_23","DOIUrl":"https://doi.org/10.4103/jcrt.jcrt_303_23","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to examine the effectiveness and safety of respiratory sensing methods in nonvascular interventional therapy of liver tumors.</p><p><strong>Materials and methods: </strong>In this study, 64 patients with primary liver cancer or liver metastasis were retrospectively analyzed. According to two widely used clinical techniques to limit respiratory movement-breath holding and respiratory sensing technology-they were randomly allocated into two groups: respiratory gated and respiratory training. We aimed to compare the application and effect of these two techniques in the nonvascular interventional therapy of liver tumors.</p><p><strong>Results: </strong>The puncture times of the respiratory-gated and respiratory training groups were 5.34 ± 2.47 and 8.41 ± 3.63 min, respectively. Puncture errors were 10.00 ± 2.65 and 12.81 ± 8.57 mm, respectively. Puncture adjustment times were 3.06 ± 1.26 and 4.87 ± 1.69 times, respectively, and the differences were statistically significant (P < 0.01).</p><p><strong>Conclusions: </strong>Respiratory sensing technology has been effectively used to assist in puncturing liver malignant tumors using a radiofrequency (RF) ablation (RFA) system that is guided by computed tomography (CT) scans. It is superior to the classical breath-holding step puncture technique in terms of puncture time, puncture error, and puncture needle adjustment times.</p>","PeriodicalId":15208,"journal":{"name":"Journal of cancer research and therapeutics","volume":"19 4","pages":"1019-1023"},"PeriodicalIF":1.3,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10183885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Port-exposure management of totally implantable venous access ports: A case report. 全植入式静脉通道的端口暴露管理:1例报告。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_666_23
Chunqin Liu, Xiaohua Liu, Shunying Zhao, Weifeng Li

Totally implantable venous access ports (TIVAP) are widely utilized in chemotherapy, parenteral nutrition, and long-lasting intravenous therapy in cancer patients. However, port exposure occurs due to skin damage around the port. Thus, managing port exposure is of great importance; however, it is full of challenges. We reported two cases of port exposure due to TIVAP. In these two patients, the catheters were inserted into the internal jugular or axillary vein under local anesthesia and ultrasound guidance and were connected to the port implanted on the ipsilateral chest through the subcutaneous tunnel. Chemotherapy and targeted drug therapy were administered using these ports. During the treatment intermission, the ports of two patients were partially exposed. Hence, external fixation of the port exposure approach was utilized to successfully retain the TIVAP through collaborative discussion. These findings provide good references for the prevention and management of postoperative port-exposure complications associated with TIVAP in patients with cancer.

全植入式静脉通道(TIVAP)广泛应用于癌症患者的化疗、肠外营养和长期静脉治疗。然而,端口暴露是由于端口周围的皮肤损伤而发生的。因此,管理端口暴露是非常重要的;然而,它充满了挑战。我们报告了两例因TIVAP导致的端口暴露。2例患者均在局麻下超声引导下将导管插入颈内静脉或腋下静脉,经皮下隧道与植入于同侧胸部的导管连接。化疗和靶向药物治疗使用这些端口。在治疗间歇期间,2例患者的端口部分暴露。因此,通过协作讨论,采用端口暴露入路外固定成功保留了TIVAP。这些发现为癌症患者术后与TIVAP相关的端口暴露并发症的预防和处理提供了很好的参考。
{"title":"Port-exposure management of totally implantable venous access ports: A case report.","authors":"Chunqin Liu,&nbsp;Xiaohua Liu,&nbsp;Shunying Zhao,&nbsp;Weifeng Li","doi":"10.4103/jcrt.jcrt_666_23","DOIUrl":"https://doi.org/10.4103/jcrt.jcrt_666_23","url":null,"abstract":"<p><p>Totally implantable venous access ports (TIVAP) are widely utilized in chemotherapy, parenteral nutrition, and long-lasting intravenous therapy in cancer patients. However, port exposure occurs due to skin damage around the port. Thus, managing port exposure is of great importance; however, it is full of challenges. We reported two cases of port exposure due to TIVAP. In these two patients, the catheters were inserted into the internal jugular or axillary vein under local anesthesia and ultrasound guidance and were connected to the port implanted on the ipsilateral chest through the subcutaneous tunnel. Chemotherapy and targeted drug therapy were administered using these ports. During the treatment intermission, the ports of two patients were partially exposed. Hence, external fixation of the port exposure approach was utilized to successfully retain the TIVAP through collaborative discussion. These findings provide good references for the prevention and management of postoperative port-exposure complications associated with TIVAP in patients with cancer.</p>","PeriodicalId":15208,"journal":{"name":"Journal of cancer research and therapeutics","volume":"19 4","pages":"1064-1069"},"PeriodicalIF":1.3,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10178887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of local tumor progression after microwave ablation for early-stage hepatocellular carcinoma with machine learning. 用机器学习预测早期肝癌微波消融后局部肿瘤进展。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_319_23
He Ren, Chao An, Wanxi Fu, Jingyan Wu, Wenhuan Yao, Jie Yu, Ping Liang

Objectives: Local tumor progression (LTP) is a major constraint for achieving technical success in microwave ablation (MWA) for the treatment of early-stage hepatocellular carcinoma (EHCC). This study aims to develop machine learning (ML)-based predictive models for LTP after initial MWA in EHCC.

Materials and methods: A total of 607 treatment-naïve EHCC patients (mean ± standard deviation [SD] age, 57.4 ± 10.8 years) with 934 tumors according to the Milan criteria who subsequently underwent MWA between August 2009 and January 2016 were enrolled. During the same period, 299 patients were assigned to the external validation datasets. To identify risk factors of LTP after MWA, clinicopathological data and ablation parameters were collected. Predictive models were developed according to 21 variables using four ML algorithms and evaluated based on the area under the receiver operating characteristic curve (AUC) with 95% confidence intervals (CIs).

Results: After a median follow-up time of 28.7 months (range, 7.6-110.5 months), 6.9% (42/607) of patients had confirmed LTP in the training dataset. The tumor size and number were significantly related to LTP. The AUCs of the four models ranged from 0.791 to 0.898. The best performance (AUC: 0.898, 95% CI: [0.842 0.954]; SD: 0.028) occurred when nine variables were introduced to the CatBoost algorithm. According to the feature selection algorithms, the top six predictors were tumor number, albumin and alpha-fetoprotein, tumor size, age, and international normalized ratio.

Conclusions: Out of the four ML models, the CatBoost model performed best, and reasonable and precise ablation protocols will significantly reduce LTP.

目的:局部肿瘤进展(LTP)是微波消融(MWA)治疗早期肝细胞癌(EHCC)技术成功的主要制约因素。本研究旨在开发基于机器学习(ML)的EHCC初始MWA后LTP预测模型。材料与方法:入选607例treatment-naïve EHCC患者(平均±标准差[SD]年龄,57.4±10.8岁),934个肿瘤,符合米兰标准,于2009年8月至2016年1月期间行MWA。在同一时期,299名患者被分配到外部验证数据集。为了确定MWA术后LTP的危险因素,收集临床病理资料和消融参数。使用4种ML算法根据21个变量建立预测模型,并根据受试者工作特征曲线下面积(AUC)和95%置信区间(ci)进行评估。结果:中位随访时间28.7个月(范围7.6-110.5个月)后,6.9%(42/607)的患者在训练数据集中确诊LTP。肿瘤大小、数量与LTP有显著相关性。4个模型的auc范围为0.791 ~ 0.898。最佳性能(AUC: 0.898, 95% CI: [0.842 0.954];当CatBoost算法中引入9个变量时,SD: 0.028)发生。根据特征选择算法,排名前6位的预测因子分别是肿瘤数量、白蛋白和甲胎蛋白、肿瘤大小、年龄和国际标准化比率。结论:在四种ML模型中,CatBoost模型表现最好,合理、精确的消融方案可显著降低LTP。
{"title":"Prediction of local tumor progression after microwave ablation for early-stage hepatocellular carcinoma with machine learning.","authors":"He Ren,&nbsp;Chao An,&nbsp;Wanxi Fu,&nbsp;Jingyan Wu,&nbsp;Wenhuan Yao,&nbsp;Jie Yu,&nbsp;Ping Liang","doi":"10.4103/jcrt.jcrt_319_23","DOIUrl":"https://doi.org/10.4103/jcrt.jcrt_319_23","url":null,"abstract":"<p><strong>Objectives: </strong>Local tumor progression (LTP) is a major constraint for achieving technical success in microwave ablation (MWA) for the treatment of early-stage hepatocellular carcinoma (EHCC). This study aims to develop machine learning (ML)-based predictive models for LTP after initial MWA in EHCC.</p><p><strong>Materials and methods: </strong>A total of 607 treatment-naïve EHCC patients (mean ± standard deviation [SD] age, 57.4 ± 10.8 years) with 934 tumors according to the Milan criteria who subsequently underwent MWA between August 2009 and January 2016 were enrolled. During the same period, 299 patients were assigned to the external validation datasets. To identify risk factors of LTP after MWA, clinicopathological data and ablation parameters were collected. Predictive models were developed according to 21 variables using four ML algorithms and evaluated based on the area under the receiver operating characteristic curve (AUC) with 95% confidence intervals (CIs).</p><p><strong>Results: </strong>After a median follow-up time of 28.7 months (range, 7.6-110.5 months), 6.9% (42/607) of patients had confirmed LTP in the training dataset. The tumor size and number were significantly related to LTP. The AUCs of the four models ranged from 0.791 to 0.898. The best performance (AUC: 0.898, 95% CI: [0.842 0.954]; SD: 0.028) occurred when nine variables were introduced to the CatBoost algorithm. According to the feature selection algorithms, the top six predictors were tumor number, albumin and alpha-fetoprotein, tumor size, age, and international normalized ratio.</p><p><strong>Conclusions: </strong>Out of the four ML models, the CatBoost model performed best, and reasonable and precise ablation protocols will significantly reduce LTP.</p>","PeriodicalId":15208,"journal":{"name":"Journal of cancer research and therapeutics","volume":"19 4","pages":"978-987"},"PeriodicalIF":1.3,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10182177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and validation of a nomogram for predicting operating time in laparoscopic anterior resection of rectal cancer. 预测腹腔镜直肠癌前切除术手术时间的nomogram发展与验证。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_2223_22
Wenguang Yuan, Xiao Wang, Yi Wang, Haoran Wang, Chuanwang Yan, Gesheng Song, Chang Liu, Aiyin Li, Hui Yang, Chengsheng Gao, Jingbo Chen

Aims: The goal of this study is to create and verify a nomogram estimate operating time in rectal cancer (RC) patients based on clinicopathological factors and MRI/CT measurements before surgery.

Materials and methods: The nomogram was developed in a cohort of patients who underwent laparoscopic anterior resection (L-AR) for RC. The clinicopathological and pelvis parameters were collected. Risk factors for a long operating time were determined by univariate and multivariate logistic regression analyses, and a nomogram was established with independent risk factors. The performance of the nomogram was evaluated. An independent cohort of consecutive patients served as the validation dataset.

Results: The development group recruited 159 RC patients, while 54 patients were enrolled in the validation group. Independent risk factors identified in multivariate analysis were a distance from the anal verge <5 cm (P = 0.024), the transverse diameter of the pelvic inlet (P < 0.001), mesorectal fat area (P = 0.017), and visceral fat area (P < 0.001). Then, a nomogram was built based on these four independent risk factors. The C-indexes of the nomogram in the development and validation group were 0.886 and 0.855, respectively. And values of AUC were the same with C-indexes in both groups. Besides, the calibration plots showed satisfactory consistency between actual observation and nomogram-predicted probabilities of long operating time.

Conclusions: A nomogram for predicting the risk of long operating duration in L-AR of RC was developed. And the nomogram displayed a good prediction effect and can be utilized as a tool for evaluating operating time preoperatively.

目的:本研究的目的是建立并验证基于临床病理因素和术前MRI/CT测量的直肠癌(RC)患者手术时间的nomogram估计。材料和方法:在一组接受腹腔镜前切除术(L-AR)治疗RC的患者中开发了nomogram。收集临床病理及骨盆参数。通过单因素和多因素logistic回归分析确定长时间手术的危险因素,并与独立危险因素建立关系图。对图的性能进行了评价。一个独立的连续患者队列作为验证数据集。结果:开发组招募了159名RC患者,而验证组招募了54名患者。结论:建立了一种预测RC L-AR手术时间过长的风险图。该图具有较好的预测效果,可作为术前评估手术时间的工具。
{"title":"Development and validation of a nomogram for predicting operating time in laparoscopic anterior resection of rectal cancer.","authors":"Wenguang Yuan,&nbsp;Xiao Wang,&nbsp;Yi Wang,&nbsp;Haoran Wang,&nbsp;Chuanwang Yan,&nbsp;Gesheng Song,&nbsp;Chang Liu,&nbsp;Aiyin Li,&nbsp;Hui Yang,&nbsp;Chengsheng Gao,&nbsp;Jingbo Chen","doi":"10.4103/jcrt.jcrt_2223_22","DOIUrl":"https://doi.org/10.4103/jcrt.jcrt_2223_22","url":null,"abstract":"<p><strong>Aims: </strong>The goal of this study is to create and verify a nomogram estimate operating time in rectal cancer (RC) patients based on clinicopathological factors and MRI/CT measurements before surgery.</p><p><strong>Materials and methods: </strong>The nomogram was developed in a cohort of patients who underwent laparoscopic anterior resection (L-AR) for RC. The clinicopathological and pelvis parameters were collected. Risk factors for a long operating time were determined by univariate and multivariate logistic regression analyses, and a nomogram was established with independent risk factors. The performance of the nomogram was evaluated. An independent cohort of consecutive patients served as the validation dataset.</p><p><strong>Results: </strong>The development group recruited 159 RC patients, while 54 patients were enrolled in the validation group. Independent risk factors identified in multivariate analysis were a distance from the anal verge <5 cm (P = 0.024), the transverse diameter of the pelvic inlet (P < 0.001), mesorectal fat area (P = 0.017), and visceral fat area (P < 0.001). Then, a nomogram was built based on these four independent risk factors. The C-indexes of the nomogram in the development and validation group were 0.886 and 0.855, respectively. And values of AUC were the same with C-indexes in both groups. Besides, the calibration plots showed satisfactory consistency between actual observation and nomogram-predicted probabilities of long operating time.</p><p><strong>Conclusions: </strong>A nomogram for predicting the risk of long operating duration in L-AR of RC was developed. And the nomogram displayed a good prediction effect and can be utilized as a tool for evaluating operating time preoperatively.</p>","PeriodicalId":15208,"journal":{"name":"Journal of cancer research and therapeutics","volume":"19 4","pages":"964-971"},"PeriodicalIF":1.3,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10182181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A SEER data-based nomogram for the prognostic analysis of survival of patients with Kaposi's sarcoma. 基于SEER数据的卡波西肉瘤患者预后分析nomogram。
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-08-01 DOI: 10.4103/jcrt.jcrt_2587_22
Wanghai Li, Ling Wang, Yan Zhang, Yulong Liu, Yinsheng Lin, Chengzhi Li

Background: This study developed the first comprehensive nomogram for predicting the cancer-specific survival (CSS) of patients with Kaposi's sarcoma (KS).

Methods: Data on the demographic and clinical characteristics of 4143 patients with KS were collected from the Surveillance, Epidemiology, and End Results (SEER) database and used for the prognostic analysis. The patients were randomly divided into two groups: training cohort (n = 2900) and validation cohort (n = 1243). Multivariate Cox regression analysis was used to identify the predictive variables for developing the first nomogram for the survival prediction of patients with KS. The new survival nomogram was further evaluated using the concordance index (C-index), area under the time-dependent receiver operating characteristic curve (AUC), net reclassification improvement (NRI), integrated discrimination improvement (IDI), calibration plotting, and decision curve analysis (DCA).

Results: A nomogram was developed for determining the 3-, 5-, 8-, and 10-year CSS probabilities for patients with KS. The nomogram showed that tumor stage had the greatest influence on the CSS of patients with KS, followed by demographic variables (race, marital status, and age at diagnosis) and other clinical characteristics (surgery status, chemotherapy status, tumor risk classification, and radiotherapy status). The nomogram exhibited excellent performance based on the values of the C-index, AUC, NRI, and IDI as well as calibration plots. DCA further confirmed that the nomogram had good net benefits for 3-, 5-, 8-, and 10-year survival analyses.

Conclusions: In this study, by using data from the SEER database, we developed the first comprehensive nomogram for analyzing the survival of patients with KS. This nomogram could serve as a convenient and reliable tool for clinicians to predict CSS probabilities for individual patients with KS.

背景:本研究首次建立了预测卡波西肉瘤(KS)患者癌症特异性生存(CSS)的综合nomogram。方法:从监测、流行病学和最终结果(SEER)数据库中收集4143例KS患者的人口学和临床特征数据,并用于预后分析。患者随机分为两组:训练组(n = 2900)和验证组(n = 1243)。多变量Cox回归分析用于确定预测变量,用于开发KS患者生存预测的首个nomogram。采用一致性指数(C-index)、随时间变化的受试者工作特征曲线下面积(AUC)、净重分类改善(NRI)、综合判别改善(IDI)、校准图和决策曲线分析(DCA)进一步评价新的生存nomogram。结果:开发了一个nomogram来确定KS患者的3、5、8和10年CSS概率。nomogram显示,肿瘤分期对KS患者的CSS影响最大,其次是人口统计学变量(种族、婚姻状况、诊断年龄)和其他临床特征(手术情况、化疗情况、肿瘤风险分类、放疗情况)。基于c指数、AUC、NRI和IDI的值以及校准图,nomogram表现出了良好的性能。DCA进一步证实了nomogram在3年、5年、8年和10年生存分析中具有良好的净收益。结论:在本研究中,通过使用SEER数据库的数据,我们开发了第一个用于分析KS患者生存的综合nomogram。该图可以作为一个方便和可靠的工具,为临床医生预测单个KS患者的CSS概率。
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引用次数: 0
Potential implications of mobile applications in oral cancer 移动应用对口腔癌的潜在影响
IF 1.3 4区 医学 Q4 ONCOLOGY Pub Date : 2023-04-27 DOI: 10.4103/jcrt.jcrt_804_22
Deepti Sharma, Shruti Gupta, George Koshy, Vishal Kumar Sharma, Anita Hooda

The modern era has observed vast technological advancements with a definite impact on the health sector. There has been an upsurge in mobile applications (mApps) used for varied purposes. Many mApps are available that target different arenas in dentistry including a range of oral health issues, the most important being oral cancer. These mApps with specific algorithms have been used for risk assessment, screening and diagnosis of oral potentially malignant and malignant disorders. Other benefits include remote consultation, timely referral, treatment of the disease, self monitoring and adherence to medications. Therefore, this review is designed to appraise the utility of mobile apps in oral cancer. The systematic research of the literature was done to find relevant articles regarding the development and applications of mApps in oral cancer by using specific research engines. PubMed, Cochrane and Clinical Key databases were searched electronically, irrespective of date of publication, with an assortment of several independent terms. A total of 423 articles were accessed, and screened. After applying the definite inclusion and exclusion criteria, 9 articles were finally selected which highlighted the impact of mApps in oral cancer. It was concluded that the potential of mobile applications could be harnessed judiciously to improve the screening, diagnosis and treatment of oral cancer.

现代技术的巨大进步对卫生领域产生了明确的影响。用于各种目的的移动应用程序(mApps)激增。许多移动应用程序针对牙科的不同领域,包括一系列口腔健康问题,其中最重要的是口腔癌。这些带有特定算法的移动应用程序已被用于口腔潜在恶性和恶性疾病的风险评估、筛查和诊断。其他益处还包括远程咨询、及时转诊、疾病治疗、自我监测和坚持用药。因此,本综述旨在评估移动应用程序在口腔癌中的实用性。通过使用特定的研究引擎,对文献进行了系统研究,以查找有关移动应用程序在口腔癌中的开发和应用的相关文章。我们使用多种独立术语对 PubMed、Cochrane 和 Clinical Key 数据库进行了电子检索,无论其出版日期如何。共检索并筛选出 423 篇文章。在应用了明确的纳入和排除标准后,最终选出了 9 篇文章,这些文章强调了移动应用程序对口腔癌的影响。结论是,可以明智地利用移动应用程序的潜力来改善口腔癌的筛查、诊断和治疗。
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Journal of cancer research and therapeutics
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