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Establishment of Risk Prediction Model and Nomogram for Lymph Node Metastasis of Cervical Cancer: Based on SEER Database
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作者 Sufei Wang Shiwei Li +1 位作者 Yong Chen Ya Zhang 《Yangtze Medicine》 2023年第2期105-115,共11页
Objective: To predict the risk factors of lymph node metastasis in cervical cancer by using large sample clinical data, and to construct and verify the nomogram for predicting lymph node metastasis. Methods: A total o... Objective: To predict the risk factors of lymph node metastasis in cervical cancer by using large sample clinical data, and to construct and verify the nomogram for predicting lymph node metastasis. Methods: A total of 5940 patients with cervical cancer from 2004 to 2015 in the National Cancer Institute Surveillance Epidemiology and End Results database were retrospectively screened and randomly assigned to training group (n = 4172) and validation group (n = 1768). Multivariate Logistic regression analysis was used, and the optimal model was selected according to AIC or BIC and likelihood ratio test, and a nomogram was drawn. The accuracy and robustness of the prediction model were evaluated in three aspects: discrimination, calibration and clinical net benefit. Results: The prediction model based on race, tumor tissue differentiation degree, tumor histopathological type, distant metastasis of tumor, tumor diameter and other risk factors was successfully established and a nomogram was constructed. The AUCs of training group and validation group were: 0.736 and 0.714, respectively. And the p-values of the Hosmer-Lemeshow test were 0.28 and 0.11, respectively. The calibration curve was in good agreement with the ideal curve. It had high accuracy and applicability after internal verification. Conclusion: A prediction model is constructed based on the risk factors of lymph node metastasis of cervical cancer. The nomogram has a good effective prediction and can provide a theoretical basis for clinicians to assess the disease quickly before surgery. 展开更多
关键词 Cervical Cancer Lymph node Metastasis SEER Database Logistic Regression NOMOGRAM
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Health-related quality of life evaluated by tumor node metastasis staging system in patients with hepatocellular carcinoma 被引量:11
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作者 Cui-Xia Qiao Xiao-Feng Zhai +4 位作者 Chang-Quan Ling Qing-Bo Lang Hui-Juan Dong Qun Liu Mou-Duo Li 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第21期2689-2694,共6页
AIM: To investigate and evaluate the change in healthrelated quality of life (HRQoL) by tumor node metastasis (TNM) staging system in patients with hepatocellular carcinoma (HCC). METHODS: A total of 140 patients diag... AIM: To investigate and evaluate the change in healthrelated quality of life (HRQoL) by tumor node metastasis (TNM) staging system in patients with hepatocellular carcinoma (HCC). METHODS: A total of 140 patients diagnosed with HCC between June 2008 and April 2009 in our department were enrolled to this study. One hundred and thirty-five (96.5%) patients had liver cirrhosis secondary to hepatitis B virus (HBV) infection, 73 (54.07%) of them being HBV DNA positive; the other etiologies of liver cirrhosis were alcoholic liver disease (1.4%), hepatitis C (1.4%) or cryptogenic (0.7%). All subjects were fully aware of their diagnosis and provided informed consent. HRQoL was assessed before treatment using the functional assessment of cancer therapy-hepatobiliary (FACT-Hep) questionnaire. Descriptive statistics were used to evaluate demographics and disease-specific characteristics of the patients. One-way analysis of variance and independent samples t tests were used to compare the overall FACT-Hep scores and clinically distinct TNM stages. Scores for all FACT-Hep items were analyzed by frequency analyses. The mean scores obtained from the FACT-Hep in different Child-Pugh classes were also evaluated. RESULTS: The mean FACT-Hep scores were reduced significantly from TNM StageⅠto Stage Ⅱ, Stage ⅢA, Stage ⅢB group (687 ± 39.69 vs 547 ± 42.57 vs 387 ± 51.24 vs 177 ± 71.44, P = 0.001). Regarding the physical and emotional well-being subscales, scores decreased gradually from Stage Ⅰ to Stage ⅢB (P = 0.002 vs Stage Ⅰ; P = 0.032 vs Stage Ⅱ; P = 0.033 vs Stage ⅢA). Mean FACT-Hep scores varied by Child-Pugh class, especially in the subscales of physical well-being, functional well-being and the hepatobiliary cancer (P = 0.001 vs Stage I; P = 0.036 vs Stage Ⅱ; P = 0.032 vs Stage ⅢA). For the social and family well-being subscale, only Stage ⅢB scores were significantly lower as compared with Stage Ⅰ scores (P = 0.035). For the subscales of functional well-being and hepatobiliary cancer, there were significant differences for Stages ⅡΙ, ⅢA and ⅢB (P = 0.002vs StageⅠ). CONCLUSION: HRQoL of patients with HCC worsens gradually with progression of TNM stages. The most impaired subscales of HRQoL, as measured by FACT-Hep, were physical and emotional well-being. 展开更多
关键词 Hepatocellular carcinoma Tumor node metastasis staging Functional assessment of cancer therapy-hepatobiliary Health-related quality of life Cross-sectional study
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Effects of postmastectomy radiotherapy on prognosis in different tumor stages of breast cancer patients with positive axillary lymph nodes 被引量:5
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作者 Miao-Miao Jia Zhi-Jie Liang +3 位作者 Qin Chen Ying Zheng Ling-Mei Li Xu-Chen Cao 《Cancer Biology & Medicine》 SCIE CAS CSCD 2014年第2期123-129,共7页
Objective: To explore the effects of postmastectomy radiotherapy(PMRT) on the locoregional failure-free survival(LRFFS) and overall survival(OS) of breast cancer patients under different tumor stages and with one to t... Objective: To explore the effects of postmastectomy radiotherapy(PMRT) on the locoregional failure-free survival(LRFFS) and overall survival(OS) of breast cancer patients under different tumor stages and with one to three positive axillary lymph nodes(ALNs). Methods: We conducted a retrospective review of 527 patients with one to three positive lymph nodes who underwent modified radical or partial mastectomy and axillary dissection from January 2000 to December 2002. The patients were divided into the T1-T2 N1 and T3-T4 N1 groups. The effects of PMRT on the LRFFS and OS of these two patient groups were analyzed using SPSS 19.0, Pearson's χ2-test, Kaplan-Meier method, and Cox proportional hazard model. Results: For T1-T2 N1 patients, no statistical significance was observed in the effects of PMRT on LRFFS [hazard ratio(HR)=0.726; 95% confidence interval(CI): 0.233-2.265; P=0.582] and OS(HR=0.914; 95% CI: 0.478-1.745; P=0.784) of the general patients. Extracapsular extension(ECE) and high histological grade were the risk factors for LRFFS and OS with statistical significance in multivariate analysis. Stratification analysis showed that PMRT statistically improved the clinical outcomes in high-risk patients [ECE(+), LRFFS: P=0.026, OS: P=0.007; histological grade III, LRFFS: P<0.001, OS: P=0.007] but not in low-risk patients [ECE(–), LRFFS: P=0.987, OS: P=0.502; histological grade I-II, LRFFS: P=0.816, OS: P=0.296]. For T3-T4 N1 patients, PMRT effectively improved the local control(HR=0.089; 95% CI: 0.210-0.378; P=0.001) of the general patients, whereas no statistical effect was observed on OS(HR=1.251; 95% CI: 0.597-2.622; P=0.552). Absence of estrogen receptors and progesterone receptors(ER/PR)(–) was an independent risk factor. Further stratification analysis indicated a statistical difference in LRFFS and OS between the high-risk patients with ER/PR(–) receiving PMRT and not receiving PMRT [ER/PR(–), LRFFS: P=0.046, OS: P=0.039]. However, PMRT had a beneficial effect on the reduction of locoregional recurrence(LRR) but not in total mortality [ER/PR(+), LRFFS: P<0.001, OS: P= 0.695] in T3-T4 N1 patients with ER/PR(+) who received endocrine therapy. Conclusion: PMRT could reduce ECE(+), histological grade III-related LRR, and total mortality of T1-T2 N1 patients. T3-T4 N1 patients with ER/PR(–) could benefit from PMRT by improving LRFFS and OS. However, PMRT could only reduce LRR but failed to improve OS for T3-T4 N1 patients with ER/PR(+) who received endocrine therapy. 展开更多
关键词 Breast cancer positive lymph nodes postmastectomy radiotherapy(PMRT) locoregional failure-free survival(LRFFS) overall survival(OS)
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Perioperative considerations in patients with non small cell lung cancer and metastases in mediastinal lymph nodes
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作者 Dragan SUBOTIC 《中国肺癌杂志》 CAS 2008年第5期627-634,共8页
Since the latest revision of the TNM system reclassified T3N0 tumours into the ⅡB stage, N2 lesions became the major determinant of the ⅢA stage. Concerning the minority of patients with T3N1 tumours in this stage,
关键词 LUNG Perioperative considerations in patients with non small cell lung cancer and metastases in mediastinal lymph nodes CELL
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Expression of the Apoptosis Inhibitor Survivin and its correlation with Thymidine Kinase and Axillary Lymph Node Metastasis in Breast Cancer
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作者 Jian-Ping WU Yun-Feng ZHOU Zhi-Guo LUO Ming-Sheng ZHANG(Dept of Radio-Chemotherapy, Zhongnan Hospital,Cancer Research Center, Wuhan University,Wuhan 430071,China) 《生物医学工程学杂志》 EI CAS CSCD 北大核心 2005年第S1期133-134,共2页
关键词 Expression of the Apoptosis Inhibitor Survivin and its correlation with Thymidine Kinase and Axillary Lymph node Metastasis in Breast Cancer IAPs
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CLINICAL SIGNIFICANCE OF THE LYMPH NODE MICRO-METASTASIS IN PATEINTS WITH EARLY STAGE NON-SMALL-CELL LUNG CANCER
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作者 申戈 鲍云华 吴进冬WU Jin-dong 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2000年第4期271-272,共2页
关键词 NSCLC CLINICAL SIGNIFICANCE OF THE LYMPH node MICRO-METASTASIS IN PATEINTS WITH EARLY STAGE NON-SMALL-CELL LUNG CANCER
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Clinical significance and characteristics of recurrent laryngeal nerve lymph node metastasis of thoracic esophageal cancer
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作者 任光国 《外科研究与新技术》 2011年第3期162-162,共1页
Objective To investigate the clinical significance and characteristics of recurrent laryngeal nerve lymph node metastasis of thoracic esophageal cancer. Methods One hundred and twenty-four patients who had undergone t... Objective To investigate the clinical significance and characteristics of recurrent laryngeal nerve lymph node metastasis of thoracic esophageal cancer. Methods One hundred and twenty-four patients who had undergone thoracic esophageal resection with recurrent laryngealnerve lymph node dissection in our hospital from March 2007 to February 2010. All clinical data were retrospectively analysed. Results Recurrent laryngeal 展开更多
关键词 node Clinical significance and characteristics of recurrent laryngeal nerve lymph node metastasis of thoracic esophageal cancer
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A clinical analysis of risk factor with lymph node metastatic recurrence in patients with N0 esophageal cancer after Ivor-Lewis Esophagectomy
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作者 孙志钢 《外科研究与新技术》 2011年第3期165-165,共1页
Objective To investigate the risk factors with lymph node metastatic recurrence in patients with N0 esophageal cancer after Ivor-Lewis Esophagectomy. Methods The subjects were 82 patients with pN0 esophagea cancer who... Objective To investigate the risk factors with lymph node metastatic recurrence in patients with N0 esophageal cancer after Ivor-Lewis Esophagectomy. Methods The subjects were 82 patients with pN0 esophagea cancer who underwent Ivor-Lewis esophagectomy from January 2001 to January 2005. By using RT-PCR,VEGF C mRNA was detected in tumor issues,and Mucin (MUC1) mRNA was detected in lymph nodes. The Kaplan-Meier method was used to calculate the survival 展开更多
关键词 Ivor A clinical analysis of risk factor with lymph node metastatic recurrence in patients with N0 esophageal cancer after Ivor-Lewis Esophagectomy node
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Incidental gallbladder cancer during laparoscopic cholecystectomy:Managing an unexpected finding 被引量:37
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作者 Andrea Cavallaro Gaetano Piccolo +5 位作者 Vincenzo Panebianco Emanuele Lo Menzo Massimiliano Berretta Antonio Zanghì Maria Di Vita Alessandro Cappellani 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第30期4019-4027,共9页
AIM:To evaluate the impact of incidental gallbladder cancer on surgical experience.METHODS:Between 1998 and 2008 all cases of cholecystectomy at two divisions of general surgery,one university based and one at a publi... AIM:To evaluate the impact of incidental gallbladder cancer on surgical experience.METHODS:Between 1998 and 2008 all cases of cholecystectomy at two divisions of general surgery,one university based and one at a public hospital,were retrospectively reviewed.Gallbladder pathology was diagnosed by history,physical examination,and laboratory and imaging studies [ultrasonography and computed tomography(CT)].Patients with gallbladder cancer(GBC) were further analyzed for demographic data,and type of operation,surgical morbidity and mortality,histopathological classification,and survival.Incidental GBC was compared with suspected or preoperatively diagnosed GBC.The primary endpoint was diseasefree survival(DFS).The secondary endpoint was the difference in DFS between patients previously treated with laparoscopic cholecystectomy and those who had oncological resection as first intervention.RESULTS:Nineteen patients(11 women and eight men) were found to have GBC.The male to female ratio was 1:1.4 and the mean age was 68 years(range:45-82 years).Preoperative diagnosis was made in 10 cases,and eight were diagnosed postoperatively.One was suspected intraoperatively and confirmed by frozen sections.The ratio between incidental and nonincidental cases was 9/19.The tumor node metastasis stage was:pTis(1),pT1a(2),pT1b(4),pT2(6),pT3(4),pT4(2);five cases with stageⅠa(T1 a-b);two with stageⅠb(T2 N0);one with stage Ⅱa(T3 N0);six with stage Ⅱb(T1-T3 N1);two with stage Ⅲ(T4 Nx Nx);and one with stage Ⅳ(Tx Nx Mx).Eighty-eight percent of the incidental cases were discovered at an early stage(≤Ⅱ).Preoperative diagnosis of the 19 patients with GBC was:GBC with liver invasion diagnosed by preoperative CT(nine cases),gallbladder abscess perforated into hepatic parenchyma and involving the transversal mesocolon and hepatic hilum(one case),porcelain gallbladder(one case),gallbladder adenoma(one case),and chronic cholelithiasis(eight cases).Every case,except one,with a T1b or more advanced invasion underwent Ⅳb + Ⅴ wedge liver resection and pericholedochic/hepatoduodenal lymphadenectomy.One patient with stage T1b GBC refused further surgery.Cases with Tis and T1a involvement were treated with cholecystectomy alone.One incidental case was diagnosed by intraoperative frozen section and treated with cholecystectomy alone.Six of the nine patients with incidental diagnosis reached 5-year DFS.One patient reached 38 mo survival despite a port-site recurrence 2 years after original surgery.Cases with non incidental diagnosis were more locally advanced and only two patients experienced 5-year DFS.CONCLUSION:Laparoscopic cholecystectomy does not affect survival if implemented properly.Reoperation should have two objectives:R0 resection and clearance of the lymph nodes. 展开更多
关键词 Incidental gallbladder cancer Laparoscopic cholecystectomy Lymph nodes Hepatic resection Management Outcome
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Staging the axilla in women with breast cancer: the utility of preoperative ultrasound-guided needle biopsy 被引量:1
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作者 Nehmat Houssami Robin M. Turner 《Cancer Biology & Medicine》 SCIE CAS CSCD 2014年第2期69-77,共9页
Preoperative staging of the axilla in women with invasive breast cancer using ultrasound-guided needle biopsy(UNB) identifies approximately 50% of patients with axillary nodal metastases prior to surgical intervention... Preoperative staging of the axilla in women with invasive breast cancer using ultrasound-guided needle biopsy(UNB) identifies approximately 50% of patients with axillary nodal metastases prior to surgical intervention. Although moderately sensitive, it is a highly specific staging strategy that is rarely falsely-positive, hence a positive UNB allows patients to be triaged to axillary lymph-node dissection(ALND) avoiding potentially unnecessary sentinel node biopsy(SNB). In this review, we extend our previous work through an updated literature search, focusing on studies that report data on UNB utility. Based on data for 10,934 breast cancer patients, sourced from 35 studies, a positive UNB allowed triage of 1,745 cases(simple proportion 16%) to axillary surgical treatment: the utility of UNB was a median 19.8% [interquartile range(IQR) 11.6%-26.7%] across these studies. We also modelled data from a subgroup of studies, and estimated that amongst patients with metastases to axillary nodes, the odds ratio(OR) for high nodal disease burden for a positive UNB versus a negative UNB was 4.38 [95% confidence interval(95% CI): 3.13, 6.13], P<0.001. From this model, the estimated proportion with high nodal disease burden was 58.9%(95% CI: 50.2%, 67.0%) for a positive UNB, whereas the estimated proportion with high nodal disease burden was 24.6%(95% CI: 17.7%, 33.2%) if UNB was negative. Overall, axillary UNB has good clinical utility and a positive UNB can effectively triage to ALND. However, the evolving landscape of axillary surgical treatment means that UNB will have relatively less utility where surgeons have modified their practice to omission of ALND for minimal nodal metastatic disease. 展开更多
关键词 Breast cancer axillary staging node metastases test utility ultrasound-guided needle biopsy(UNB)
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EVALUATION OF STAGING AGREEMENT BETWEEN CTNM AND PTNM FOR LUNG CANCER
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作者 吴一龙 戎铁华 +3 位作者 黄植蕃 杨明添 曾灿光 傅剑华 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1995年第4期287-289,共3页
A series of 225 consecutive lung cancer patients were prospectively randomized into a study group (75 patients) and a control group (150 Palients), and the agreement between CTNM (clinical staging) and PTNM (pathologi... A series of 225 consecutive lung cancer patients were prospectively randomized into a study group (75 patients) and a control group (150 Palients), and the agreement between CTNM (clinical staging) and PTNM (pathological staging) was evaluated. Radical mediastinal lymph node dissection was performed and on an average 11.5 nodes were dissected each case in the study group.Only suspected metastatic lymph nodes, 3.4 on an average,were dissected each cast in the coutrol group. CTNM classification was made according to clinical examination,chest image exainination and bronchoscopy in every patient and PTNM staging was made after thoracotomy.Then the agreement of CTNM and PTNM staging was judged by Kappa value. The results showed that the Kappa value in the two groups was lower than the effective standard value of 0.4, which was poorer in the study groul, (KaPPa=4).097) than that in thecontrol group tKappaed.371). The Principal influencing cause was that N was not well evaluated by CTNM. The priucipal manifestation of the staging iuconsistency was that the stage of PTNM was advanced than that of CTNM. In the study group 43% of patients showeil an increased stage and this occurred in 33% of the control group (P< 0.05).The results of the study show that at present the CTNM staging has not fully satisfied the necds of practice and requires to be further improved. The operative procedure that only suspected involved mediastinal lymph nodes are dissected can not meet the needs of PTNM staging. In order to make PTNM staging accurately and evaluate the results of treatment for lung caucer, radical mediastinal lymph node dissection should be performed in every operable Patient. 展开更多
关键词 Pulmonary neoplasms Cancer staging Lymph node excisin
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Development and validation of a radiomics nomogram for preoperative prediction of lymph node metastasis in colorectal cancer 被引量:94
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《Science Foundation in China》 CAS 2016年第4期35-35,共1页
With the support by the National Natural Science Foundation of China,the research team jointly led by Porf.Liu Zaiyi(刘再毅)at Guangdong General Hospital and Prof.Tian Jie(田捷)at the Key Laboratory of Molecular Imagi... With the support by the National Natural Science Foundation of China,the research team jointly led by Porf.Liu Zaiyi(刘再毅)at Guangdong General Hospital and Prof.Tian Jie(田捷)at the Key Laboratory of Molecular Imaging,Chinese Academy of Sciences,developed a CT-based radiomics prediction model to preoperatively predict the lymph node metastasis in colorectal cancer(CRC),which was published 展开更多
关键词 node Development and validation of a radiomics nomogram for preoperative prediction of lymph node metastasis in colorectal cancer
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Sentinel lymph node identification in patients with early stage cervical cancer undergoing radical hysterectomy and pelvic lymphadenectomy 被引量:1
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作者 李斌 章文华 +3 位作者 刘琳 吴令英 张蓉 李宁 《Chinese Medical Journal》 SCIE CAS CSCD 2004年第6期867-870,共4页
Background In general,sentinel lymph node (SLN) can reflect the whole state of the entire drainage area. The present study evaluated the clinical significance of sentinel lymph node identification in the treatment of ... Background In general,sentinel lymph node (SLN) can reflect the whole state of the entire drainage area. The present study evaluated the clinical significance of sentinel lymph node identification in the treatment of early stage cervical cancer.Methods Twenty-eight patients with early stage (Ia-IIa) cervical cancer undergoing radical hysterectomy and pelvic lymphadenectomy were included in this study. At two locations 8 hours before operation,0.4 ml 37 Mbq technicium-99 labeled dextran was injected intracervically. After that,preoperative lymphoscintigraphy was performed to detect SLNs. During the operation,lymph nodes were detected ex vivo by a γ-counter to identify SLNs. The samples of SLNs and non-SLNs were used for pathological examination separately and compared with the final results. Results SLNs were identified in 27 of 28 (96.4%) patients. A total of 123 SLNs were identified from 814 nodes. Six patients had altogether 11 positive lymph nodes,which were all SLNs. No patient had false-negative sentinel node. Conclusion SLNs can successfully predict the lymphatic metastasis in patients with cervical cancer. The clinical validity of this technique should be evaluated prospectively. 展开更多
关键词 cervical cancer·sentinel lymph node·lymphatic metastasis
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