tumor resection

肿瘤切除术
  • 文章类型: Journal Article
    背景:肿瘤患者常发生术后谵妄(POD),进一步加重了医疗和经济负担。下腹部肿瘤切除术中的机器人技术减少了手术创伤,但增加了二氧化碳(CO2)吸收等风险。本研究旨在调查不同潮气末CO2水平下POD发生的差异。
    方法:本研究经河北大学附属医院伦理委员会批准(HDFY-LL-2022-169)。该研究在中国临床试验注册中心注册,网址为:http://www。chictr.org.cn,登记号:ChiCTR2200056019(登记日期:2022年8月27日)。在2022年9月1日至2022年12月31日计划进行机器人下腹部肿瘤切除术的患者中,术后三天使用带有临床回顾记录的CAM量表进行全面的谵妄评估。根据插管后的随机分组,术中给予不同的etCO2。L组接受了较低水平的二氧化碳管理(31-40mmHg),H组在气腹期间维持较高水平(41-50mmHg)。使用Pearson卡方或Wilcoxon秩和检验和多元逻辑回归分析数据。术前精神状态评分,酒精损伤评分,尼古丁依赖评分,高血压和糖尿病史,手术时间和最差疼痛评分与基本患者信息一起纳入回归模型,用于协变量校正分析.
    结果:在103名患者中,19人(18.4%)发生术后谵妄。不同ETCO2组谵妄发生率L组为21.6%,H组为15.4%,分别,没有统计学差异。在调整后的多变量分析中,年龄和手术期间是术后谵妄的统计学显著预测因素.屏气试验在术后显著降低,但两组间无统计学差异。
    结论:使用机器人助手,不同的呼气末二氧化碳管理不能改善下腹部肿瘤切除术患者术后谵妄的发生率,然而,年龄和手术时间是正相关的危险因素.
    BACKGROUND: Postoperative delirium (POD) often occurs in oncology patients, further increasing the medical and financial burden. Robotic technology in lower abdominal tumors resection reduces surgical trauma but increases risks such as carbon dioxide (CO2) absorption. This study aimed to investigate the differences in their occurrence of POD at different end-tidal CO2 levels.
    METHODS: This study was approved by the Ethics Committee of Affiliated Hospital of He Bei University (HDFY-LL-2022-169). The study was registered with the Chinese Clinical Trials Registry on URL: http://www.chictr.org.cn , Registry Number: ChiCTR2200056019 (Registry Date: 27/08/2022). In patients scheduled robotic lower abdominal tumor resection from September 1, 2022 to December 31, 2022, a comprehensive delirium assessment was performed three days postoperatively using the CAM scale with clinical review records. Intraoperative administration of different etCO2 was performed depending on the randomized grouping after intubation. Group L received lower level etCO2 management (31-40mmHg), and Group H maintained the higher level(41-50mmHg) during pneumoperitoneum. Data were analyzed using Pearson Chi-Square or Wilcoxon Rank Sum tests and multiple logistic regression. Preoperative mental status score, alcohol impairment score, nicotine dependence score, history of hypertension and diabetes, duration of surgery and worst pain score were included in the regression model along with basic patient information for covariate correction analysis.
    RESULTS: Among the 103 enrolled patients, 19 (18.4%) developed postoperative delirium. The incidence of delirium in different etCO2 groups was 21.6% in Group L and 15.4% in Group H, respectively, with no statistical differences. In adjusted multivariate analysis, age and during of surgery were statistically significant predictors of postoperative delirium. The breath-hold test was significantly lower postoperatively, but no statistical differences were found between two groups.
    CONCLUSIONS: With robotic assistant, the incidence of postoperative delirium in patients undergoing lower abdominal tumor resection was not modified by different end-tidal carbon dioxide management, however, age and duration of surgery were positively associated risk factors.
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  • 文章类型: Journal Article
    背景:腹腔镜胃切除术治疗食管胃结合部(EGJ)癌可以在保留胃功能的同时切除胃和食管结合部的癌,从而为患者提供更好的治疗结果和生活质量。尽管如此,这种手术技术也带来了一些挑战和局限性.因此,将三维重建可视化技术(3DRVT)引入到程序中,为医生提供更全面和直观的解剖信息,有助于手术计划,导航,和结果评估。
    目的:探讨3DRVT在腹腔镜精准切除EGJ癌中的应用及优势。
    方法:数据来自河北北方大学附属第一医院2020年1月至2022年6月的电子或纸质病历。总共120例诊断为EGJ癌的患者被纳入研究。其中,68例患者在计算机断层扫描(CT)增强扫描后接受了腹腔镜切除术,并被归类为2D组,52例患者在CT增强扫描和3DRVT后接受了腹腔镜切除术,并被归类为3D组.这项研究有两个结果指标:3DRVT中肿瘤相关因素(如最大肿瘤直径和浸润长度)与临床现实之间的偏差,和手术结果指标(如手术时间,术中失血,淋巴结清扫的数量,R0切除率,术后住院时间,术后气体排出时间,引流管拔除时间,和相关并发症)在2D和3D组之间。
    结果:在纳入3D组的患者中,27个肿瘤的最大直径小于3厘米,而25个直径为3厘米或更大。在实际的手术观察中,24的直径小于3厘米,而28的直径为3厘米或更大。两种方法的结果一致(χ2=0.346,P=0.556),Kappa一致性系数为0.808。关于渗透长度,在3D组中,23名患者的长度小于5厘米,而29的长度为5厘米或更长。在实际的手术观察中,20例长度小于5厘米,而32的长度为5厘米或更长。两种方法的结果一致(χ2=0.357,P=0.550),Kappa一致性系数为0.486。Pearson相关性分析显示,3DRVT测得的肿瘤最大直径和浸润长度与术中临床观察呈正相关(r=0.814和0.490,均P<0.05)。3D组手术时间较短(157.02±8.38vs183.16±23.87),术中出血量少(83.65±14.22vs110.94±22.05),淋巴结清扫数(28.98±2.82vs23.56±2.77)和R0切除率(80.77%vs61.64%)高于2D组。此外,3D组住院时间较短[8(8,9)vs13(14,16)],气体通过时间[3(3,4)vs4(5,5)],和引流管拔除时光[4(4,5)vs6(6,7)]比2D组。3D组并发症发生率(11.54%)低于2D组(26.47%)(χ2=4.106,P<0.05)。
    结论:使用3DRVT,医生可以对EGJ癌的解剖结构和相关病变有更全面和直观的了解,从而实现更准确的手术计划。
    BACKGROUND: Laparoscopic gastrectomy for esophagogastric junction (EGJ) carcinoma enables the removal of the carcinoma at the junction between the stomach and esophagus while preserving the gastric function, thereby providing patients with better treatment outcomes and quality of life. Nonetheless, this surgical technique also presents some challenges and limitations. Therefore, three-dimensional reconstruction visualization technology (3D RVT) has been introduced into the procedure, providing doctors with more comprehensive and intuitive anatomical information that helps with surgical planning, navigation, and outcome evaluation.
    OBJECTIVE: To discuss the application and advantages of 3D RVT in precise laparoscopic resection of EGJ carcinomas.
    METHODS: Data were obtained from the electronic or paper-based medical records at The First Affiliated Hospital of Hebei North University from January 2020 to June 2022. A total of 120 patients diagnosed with EGJ carcinoma were included in the study. Of these, 68 underwent laparoscopic resection after computed tomography (CT)-enhanced scanning and were categorized into the 2D group, whereas 52 underwent laparoscopic resection after CT-enhanced scanning and 3D RVT and were categorized into the 3D group. This study had two outcome measures: the deviation between tumor-related factors (such as maximum tumor diameter and infiltration length) in 3D RVT and clinical reality, and surgical outcome indicators (such as operative time, intraoperative blood loss, number of lymph node dissections, R0 resection rate, postoperative hospital stay, postoperative gas discharge time, drainage tube removal time, and related complications) between the 2D and 3D groups.
    RESULTS: Among patients included in the 3D group, 27 had a maximum tumor diameter of less than 3 cm, whereas 25 had a diameter of 3 cm or more. In actual surgical observations, 24 had a diameter of less than 3 cm, whereas 28 had a diameter of 3 cm or more. The findings were consistent between the two methods (χ2 = 0.346, P = 0.556), with a kappa consistency coefficient of 0.808. With respect to infiltration length, in the 3D group, 23 patients had a length of less than 5 cm, whereas 29 had a length of 5 cm or more. In actual surgical observations, 20 cases had a length of less than 5 cm, whereas 32 had a length of 5 cm or more. The findings were consistent between the two methods (χ2 = 0.357, P = 0.550), with a kappa consistency coefficient of 0.486. Pearson correlation analysis showed that the maximum tumor diameter and infiltration length measured using 3D RVT were positively correlated with clinical observations during surgery (r = 0.814 and 0.490, both P < 0.05). The 3D group had a shorter operative time (157.02 ± 8.38 vs 183.16 ± 23.87), less intraoperative blood loss (83.65 ± 14.22 vs 110.94 ± 22.05), and higher number of lymph node dissections (28.98 ± 2.82 vs 23.56 ± 2.77) and R0 resection rate (80.77% vs 61.64%) than the 2D group. Furthermore, the 3D group had shorter hospital stay [8 (8, 9) vs 13 (14, 16)], time to gas passage [3 (3, 4) vs 4 (5, 5)], and drainage tube removal time [4 (4, 5) vs 6 (6, 7)] than the 2D group. The complication rate was lower in the 3D group (11.54%) than in the 2D group (26.47%) (χ2 = 4.106, P < 0.05).
    CONCLUSIONS: Using 3D RVT, doctors can gain a more comprehensive and intuitive understanding of the anatomy and related lesions of EGJ carcinomas, thus enabling more accurate surgical planning.
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  • 文章类型: Case Reports
    背景:促纤维增生性纤维瘤是一种极为罕见的原发性骨肿瘤。其特征包括伴随软组织肿块形成的骨破坏。这种情况主要影响30岁以下的个体。由于它的组织学类似于纤维瘤病,手术前的准确诊断是困难的。纤维增生性纤维瘤对化疗有抗性,放疗的疗效不确定。手术切除是治疗的首选,但它需要高复发。Further,术后骨骼重建具有挑战性,尤其是儿科病例。
    方法:九年前,1例14岁男性患者有4年的左手腕进行性疼痛病史.最初通过穿刺活检诊断为纤维发育不良,患者接受了肿瘤切除术,然后进行游离血管化腓骨近端骨骨转移以进行腕部重建。然而,组织学检查证实了纤维增生性纤维瘤的诊断。患者在5年后同侧尺骨实现骨愈合并复发,伴有手腕畸形.他在一个阶段接受了第二次肿瘤切除和腕关节固定术。最近的年度随访是在2023年9月;患者没有复发,对手术感到满意。
    结论:促纤维化瘤难以诊断和治疗,肿瘤切除后的重建手术具有挑战性。有经验的外科医生的密切随访可能对预后有益。
    BACKGROUND: Desmoplastic fibroma is an extremely rare primary bone tumor. Its characteristic features include bone destruction accompanied by the formation of soft tissue masses. This condition predominantly affects individuals under the age of 30. Since its histology is similar to desmoid-type fibromatosis, an accurate diagnosis before operation is difficult. Desmoplastic fibroma is resistant to chemotherapy, and the efficacy of radiotherapy is uncertain. Surgical excision is preferred for treatment, but it entails high recurrence. Further, skeletal reconstruction post-surgery is challenging, especially in pediatric cases.
    METHODS: Nine years ago, a 14-year-old male patient presented with a 4-year history of progressive pain in his left wrist. Initially diagnosed as fibrous dysplasia by needle biopsy, the patient underwent tumor resection followed by free vascularized fibular proximal epiphyseal transfer for wrist reconstruction. However, a histological examination confirmed a diagnosis of desmoplastic fibroma. The patient achieved bone union and experienced a recurrence in the ipsilateral ulna 5 years later, accompanied by a wrist deformity. He underwent a second tumor resection and wrist arthrodesis in a single stage. The most recent annual follow-up was in September 2023; the patient had no recurrence and was satisfied with the surgery.
    CONCLUSIONS: Desmoplastic fibroma is difficult to diagnose and treat, and reconstruction surgery after tumor resection is challenging. Close follow-up by experienced surgeons may be beneficial for prognosis.
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  • 文章类型: Case Reports
    心脏滑膜肉瘤是一种罕见的肿瘤。在此,我们想报告一例巨大的心包内心脏滑膜肉瘤,该肉瘤起源于右心室,并在隔膜附近向外生长。经过充分的术前准备,我们尽快进行了手术,并完全切除了肿瘤。基于对18号染色体重排易位的鉴定,肿瘤可以诊断为原发性心脏滑膜肉瘤。通过这项研究,我们旨在提供有关心脏滑膜肉瘤的更多信息,并为类似病例提供参考。
    Synovial sarcoma of the heart is a rare tumor. Herein we would like to report a case of giant intrapericardial cardiac synovial sarcoma that originated from the right ventricle and grew outward near the diaphragm. After making adequate preoperative preparation, we performed the surgery as quickly as possible and resected the tumor completely. Based on the identification of the translocation on chromosome 18 rearrangement, the tumor can be diagnosed as a primary cardiac synovial sarcoma. Through this study, we aim to afford more information about cardiac synovial sarcomas as well as a reference for similar cases.
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  • 文章类型: Journal Article
    肛周肿瘤切除面积大,皮肤缺损难以重建。梯形皮瓣已证明在皮肤缺陷中的应用越来越多。在这里,目的探讨keystone皮瓣修复肛周肿瘤术后皮肤缺损的疗效。
    本研究是对2010年1月至2021年11月诊断为肛周肿瘤的患者的回顾性回顾。使用标准化的数据收集模板来收集变量。本文仔细描述了重建手术的详细过程。手术后,密切观察愈合过程。
    20例患者接受梯形皮瓣修复。闭合前的平均伤口大小测量为3.5×4.9cm2。主要伤口愈合,皮瓣在随访期间存活下来,从6到24个月不等。无严重并发症发生,1例患者出现轻度水肿。
    应用keystone皮瓣是修复肿瘤切除后皮肤缺损的一种有前途的方法,术后并发症发生率低。可以得出结论,该方法是一种有效,可靠的修复肛周皮肤缺损的方法。
    UNASSIGNED: The large resection area of perianal tumor makes the skin defect hard to reconstruct. The keystone flap has demonstrated a growing application in skin defects. Herein, we aimed to explore the efficacy of keystone flap in the repair of skin defect after perianal tumor resection.
    UNASSIGNED: This study is a retrospective review of patients diagnosed with perianal tumor from January 2010 to November 2021. A standardized data collection template was used to collect variables. The detailed process of the reconstructive surgery is carefully described in this article. After surgery, the healing process was closely observed.
    UNASSIGNED: Twenty patients underwent keystone flap repair. The average wound size before closure measured 3.5 × 4.9 cm2. Primary wound healing was achieved, and the flap survived during the follow up period, which ranged from 6 to 24 months. No severe complications occurred; slight edema was noticed in one patient.
    UNASSIGNED: The application of keystone flap is a promising way to repair skin defect after tumor removal, and the complications rate was low after surgery. It can be concluded that this method is an effective and reliable way to repair perianal skin defect.
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  • 文章类型: Journal Article
    目的:本研究旨在仿生设计一种新的3D打印格子半骨盆假体,并评估其在肿瘤切除后骨盆重建中的临床效率。注重可行性,骨整合,和患者结果。
    方法:从2020年5月至2021年10月,12例骨盆肿瘤患者接受了肿瘤切除术,随后接受了3D打印的格子半骨盆假体进行骨盆重建。假体战略性地结合了晶格结构和固体,以优化机械性能和骨整合。分析了孔径和孔隙率。通过临床和放射学评估的组合来评估患者结果。
    结果:在不规则多孔结构中观察到多种孔径,具有广泛的分布范围(约300-900μm)。平均随访34.7个月,从26到43个月不等。一名尤因肉瘤患者在手术后33个月死于肺转移,而其他人在最后一次随访中还活着。术后X线片显示假体位置与术前计划一致。T-SMART图像显示,宿主骨与假体紧密接触,界面处没有间隙。最后一次随访时MSTS平均得分为21分,从18到24。没有并发症需要翻修手术或移除3D打印的半骨盆假体,如感染,螺钉断裂,和假体松动。
    结论:新设计的3D打印点阵式半骨盆假体创造了多种孔径,具有广泛的分布范围,并导致良好的骨整合和良好的肢体功能。
    OBJECTIVE: This study aims to biomimetic design a new 3D-printed lattice hemipelvis prosthesis and evaluate its clinical efficiency for pelvic reconstruction following tumor resection, focusing on feasibility, osseointegration, and patient outcomes.
    METHODS: From May 2020 to October 2021, twelve patients with pelvic tumors underwent tumor resection and subsequently received 3D-printed lattice hemipelvis prostheses for pelvic reconstruction. The prosthesis was strategically incorporated with lattice structures and solid to optimize mechanical performance and osseointegration. The pore size and porosity were analyzed. Patient outcomes were assessed through a combination of clinical and radiological evaluations.
    RESULTS: Multiple pore sizes were observed in irregular porous structures, with a wide distribution range (approximately 300-900 μm). The average follow-up of 34.7 months, ranging 26 from to 43 months. One patient with Ewing sarcoma died of pulmonary metastasis 33 months after surgery while others were alive at the last follow-up. Postoperative radiographs showed that the prosthesis\'s position was consistent with the preoperative planning. T-SMART images showed that the host bone was in close and tight contact with the prosthesis with no gaps at the interface. The average MSTS score was 21 at the last follow-up, ranging from 18 to 24. There was no complication requiring revision surgery or removal of the 3D-printed hemipelvis prosthesis, such as infection, screw breakage, and prosthesis loosening.
    CONCLUSIONS: The newly designed 3D-printed lattice hemipelvis prosthesis created multiple pore sizes with a wide distribution range and resulted in good osteointegration and favorable limb function.
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  • 文章类型: Journal Article
    开发一种评分系统,该评分系统基于儿科患者脑肿瘤切除术后需要脑室腹膜(VP)分流的独立预测因子。
    共有416名接受手术治疗的脑肿瘤患儿(≤14岁)被随机分配到训练组(n=333)和验证组(n=83)。在实施VP分流的基础上,训练队列分为VP分流组(n=35)和非VP分流组(n=298).进行单变量和多变量逻辑分析。根据临床特征和手术数据开发了评分系统,并计算得分和相应的风险。
    年龄<3(p=0.010,比值比[OR]=3.162),失血量(BL)(p=0.005,OR=1.300),中线肿瘤位置(p<0.001,OR=5.750),术前脑积水(p=0.001,OR=7.044),和全切除(p=0.025,OR=0.284)被确定为独立预测因素。评分系统的曲线下面积(AUC)高于年龄<3,BL,中线肿瘤位置,术前脑积水,和全切除(0.859vs.分别为0.598、0.717、0.725、0.705和0.555;p<0.001)。此外,评分系统在验证队列中表现良好(AUC=0.971).预测分数的截止值为5.5分,将患者分为低风险(0-5分)和高风险(6-14分)组。
    我们的评分系统,积分年龄<3,BL,中线肿瘤位置,术前脑积水,和完全切除,提供了一个实用的评价。分数从6到14分表示高风险。
    UNASSIGNED: To develop a scoring system based on independent predictors of the need for ventriculoperitoneal (VP) shunt after brain tumor resection in pediatric patients.
    UNASSIGNED: A total of 416 pediatric patients (≤ 14 years old) with brain tumors who underwent surgery were randomly assigned to the training (n = 333) and validation cohorts (n = 83). Based on the implementation of VP shunt, the training cohort was divided into the VP shunt group (n = 35) and the non-VP shunt group (n = 298). Univariate and multivariate logistic analyses were performed. A scoring system was developed based on clinical characteristics and operative data, and scores and corresponding risks were calculated.
    UNASSIGNED: Age < 3 (p = 0.010, odds ratio [OR] = 3.162), blood loss (BL) (p = 0.005, OR = 1.300), midline tumor location (p < 0.001, OR = 5.750), preoperative hydrocephalus (p = 0.001, OR = 7.044), and total resection (p = 0.025, OR = 0.284) were identified as independent predictors. The area under the curve (AUC) of the scoring system was higher than those of age < 3, BL, midline tumor location, preoperative hydrocephalus, and total resection (0.859 vs. 0.598, 0.717, 0.725, 0.705, and 0.555, respectively; p < 0.001). Furthermore, the scoring system showed good performance in the validation cohort (AUC = 0.971). The cutoff value for predictive scores was 5.5 points, which categorized patients into low risk (0-5 points) and high risk (6-14 points) groups.
    UNASSIGNED: Our scoring system, integrating age < 3, BL, midline tumor location, preoperative hydrocephalus, and total resection, provides a practical evaluation. Scores ranging from 6 to 14 points indicate high risk.
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  • 文章类型: Journal Article
    背景:骨巨细胞瘤(GCTB)(CampanacciIII)或恶性肿瘤延伸到骨phy区,通常需要对桡骨近端进行关节内切除。在本研究中,我们介绍了在肿瘤切除后使用3D打印个性化假体重建桡骨近端的患者,旨在描述假体设计和手术技术,并评估该方法的临床效果。
    方法:在2018年11月至2021年1月之间,9例患者在肿瘤切除后接受了3D打印个性化假体的放射状半髋关节置换术。7例患者病理诊断为GCTB(CampanacciIII),一名患者的骨肉瘤(IIB),一名患者的滑膜肉瘤(IIB)。评估了肘部屈曲/伸展和前臂旋前/内旋方面的运动范围(ROM)和力量。术前和每次随访时通过视觉模拟量表(VAS)评估疼痛。为了评估功能结果,在每次随访时,均采用Mayo肘关节性能评分(MEPS)系统和肌肉骨骼肿瘤协会(MSTS)评分系统.记录并发症和肿瘤结果。
    结果:随访24~51个月,中位随访时间为35个月。无患者失访。在后续行动中,未观察到局部复发和转移。VAS评分从术前5分(范围4至7)的中位数提高到最后一次随访时的1分(范围0至2)。平均MEPS评分为88.5%(83~93),在最后一次随访时,MSTS的平均评分为25.3分(24~27分).未发现感染、无菌性松动等并发症。
    结论:桡骨近端切除术后植入3D打印的个性化假体在短期随访中显示出良好的肿瘤学结果和术后功能,是重建肿瘤切除后桡骨近端骨缺损的可行替代方法。
    BACKGROUND: Giant cell tumor of bone (GCTB) (Campanacci III) or malignant tumors extend to the epiphyseal region of the proximal radius, and intra-articular resection of the proximal radius is often needed. In the present study, we present the patients who underwent reconstruction of the proximal radius with 3D-printed personalized prosthesis after tumor resection, aiming to describe the prosthesis design and surgical technique and evaluate the clinical outcomes of this method.
    METHODS: Between November 2018 and January 2021, 9 patients received radial hemiarthroplasty with 3D-printed personalized prostheses after tumor resection. The pathologic diagnosis was GCTB (Campanacci III) in 7 patients, osteosarcoma (IIB) in 1 patient, and synovial sarcoma (IIB) in 1 patient. The range of motion (ROM) and strength in terms of elbow flexion/extension and forearm supination/pronation were evaluated. Pain was assessed by the visual analog scale (VAS) preoperatively and at each follow-up visit. To evaluate the functional outcome, the Mayo Elbow Performance Score (MEPS) system and the Musculoskeletal Tumor Society (MSTS) scoring system were administered at each follow-up visit. Complications and oncological outcomes were recorded.
    RESULTS: The patients were followed from 24 to 51 months, with a median follow-up of 35 months. No patients were lost to follow-up. During the follow-up, local recurrence and metastasis were not observed. The VAS score improved from a median of 5 points (range 4-7) preoperatively to 1 point (range 0-2) at the last follow-up visit. The mean MEPS score was 88.5% (83-93), and the mean MSTS score was 25.3 (24-27) at the last follow-up visit. No complications such as infection and aseptic loosening were detected.
    CONCLUSIONS: The implantation of a 3D-printed personalized prosthesis after proximal radial resection showed excellent oncologic outcomes and postoperative function at short-term follow-up and is a viable alternative method for reconstruction of the proximal radius bone defect after tumor resection.
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  • 文章类型: Journal Article
    UNASSIGNED:本研究旨在评估GradientBoosting(GB)算法对神经胶质瘤预后预测的有效性,并探索肿瘤切除后神经胶质瘤患者生存的新预测模型。
    UNASSIGNED:获得了2010年至2017年776例神经胶质瘤病例(WHOII-IV级)的队列。回顾了临床特征和生物标志物信息。随后,我们构建了传统的Cox生存模型和三种不同的监督机器学习模型,包括支持向量机(SVM),随机生存森林(RSF),树GB,组件GB。然后,对模型的性能进行了比较。最后,我们还评估了模型的特征重要性.
    未经评估:常规生存模型的一致性指标,SVM,RSF,树GB,组分GB分别为0.755、0.787、0.830、0.837和0.840。在不同的生存时间,两个GB模型的累积接收器工作特征曲线下的所有面积均大于0.800。它们的校准曲线显示了对生存预测的良好校准。同时,对特征重要性的分析揭示了Karnofsky的性能状态,年龄,肿瘤亚型,切除范围,等等作为关键的预测因素。
    UNASSIGNED:梯度增强模型在预测胶质瘤患者肿瘤切除后的生存率方面比其他模型表现更好。
    UNASSIGNED: This study aims to assess the effectiveness of the Gradient Boosting (GB) algorithm on glioma prognosis prediction and to explore new predictive models for glioma patient survival after tumor resection.
    UNASSIGNED: A cohort of 776 glioma cases (WHO grades II-IV) between 2010 and 2017 was obtained. Clinical characteristics and biomarker information were reviewed. Subsequently, we constructed the conventional Cox survival model and three different supervised machine learning models, including support vector machine (SVM), random survival forest (RSF), Tree GB, and Component GB. Then, the model performance was compared with each other. At last, we also assessed the feature importance of models.
    UNASSIGNED: The concordance indexes of the conventional survival model, SVM, RSF, Tree GB, and Component GB were 0.755, 0.787, 0.830, 0.837, and 0.840, respectively. All areas under the cumulative receiver operating characteristic curve of both GB models were above 0.800 at different survival times. Their calibration curves showed good calibration of survival prediction. Meanwhile, the analysis of feature importance revealed Karnofsky performance status, age, tumor subtype, extent of resection, and so on as crucial predictive factors.
    UNASSIGNED: Gradient Boosting models performed better in predicting glioma patient survival after tumor resection than other models.
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  • 文章类型: Journal Article
    UNASSIGNED:这项研究旨在解决外科医生最重要的问题-是否完全切除肿瘤。尿液可以指示与生理或病理生理过程相关的早期变化。基于这些想法,我们进行了实验,以探讨荷瘤小鼠和肿瘤切除小鼠之间尿蛋白组的变化。
    UNASSIGNED:用MC38小鼠结肠癌细胞建立荷瘤小鼠模型,将小鼠分为对照组,肿瘤切除组,和荷瘤组。在肿瘤切除后7天和30天收集尿液。采用液相色谱-串联质谱(LC-MS/MS)对尿蛋白组进行鉴定,分析了差异表达的蛋白质和功能注释。
    未经批准:(1)肿瘤切除后7天,20种差异表达的蛋白质区分了肿瘤切除组和荷瘤组。确定的生物过程包括昼夜节律,Notch信号通路,白细胞-细胞粘附,和通过质膜细胞粘附分子的异源性细胞-细胞粘附。(2)肿瘤切除后30天,33种差异表达的蛋白质区分了肿瘤切除组和荷瘤组。确定的生物过程包括细胞粘附;补体激活,替代途径;免疫系统过程;和血管生成。(3)肿瘤切除后30天,肿瘤切除组与健康对照组之间的尿液蛋白质组差异较小。
    UNASSIGNED:尿蛋白质组的变化可以反映MC38肿瘤的完全切除。
    This study aimed to address on the most important concern of surgeons-whether to completely resect tumor. Urine can indicate early changes associated with physiological or pathophysiological processes. Based on these ideas, we conducted experiments to explore changes in the urine proteome between tumor-bearing mice and tumor-resected mice.
    The tumor-bearing mouse model was established with MC38 mouse colon cancer cells, and the mice were divided into the control group, tumor-resected group, and tumor-bearing group. Urine was collected 7 and 30 days after tumor resection. Liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) was used to identify the urine proteome, which was analyzed for differentially expressed proteins and functional annotation.
    (1) Seven days after tumor resection, 20 differentially expressed proteins distinguished the tumor-resected group and the tumor-bearing group. The identified biological processes included circadian rhythm, Notch signaling pathway, leukocyte cell-cell adhesion, and heterophilic cell-cell adhesion via plasma membrane cell adhesion molecules. (2) Thirty days after tumor resection, 33 differentially expressed proteins distinguished the tumor-resected group and the tumor-bearing group. The identified biological processes included cell adhesion; complement activation, the alternative pathway; the immune system process; and angiogenesis. (3) The difference in the urine proteome between the tumor-resected group and the healthy control group was smaller 30 days after tumor resection.
    Changes in the urinary proteome can reflect the complete resection of MC38 tumors.
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