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Prediction of Ki-67 expression in hepatocellular carcinoma with machine learning models based on intratumoral and peritumoral radiomic features
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作者 Zi-Wei Zhu Jun Wu +4 位作者 Yang Guo Qiong-Yuan Ren Dong-Ning Li Ze-Yu Li Lei Han 《World Journal of Gastrointestinal Oncology》 2025年第5期160-172,共13页
BACKGROUND Hepatocellular carcinoma(HCC)is one of the most common malignant tumours of the digestive system worldwide.The expression of Ki-67 is crucial for the diagnosis,treatment,and prognostic evaluation of HCC.AIM... BACKGROUND Hepatocellular carcinoma(HCC)is one of the most common malignant tumours of the digestive system worldwide.The expression of Ki-67 is crucial for the diagnosis,treatment,and prognostic evaluation of HCC.AIM To construct a machine learning model for the preoperative evaluation of Ki-67 expression in HCC and to assist in clinical decision-making.METHODS This study included 164 pathologically confirmed HCC patients.Radiomic features were extracted from the computed tomography images reconstructed by superresolution of the intratumoral and peritumoral regions.Features were selected via the intraclass correlation coefficient,t tests,Pearson correlation coeffi-cients and least absolute shrinkage and selection operator regression methods,and models were constructed via various machine learning methods.The best model was selected,and the radiomics score(Radscore)was calculated.A nomogram incorporating the Radscore and clinical risk factors was constructed.The predictive performance of each model was evaluated via receiver operating characteristic(ROC)curves and calibration curves,and decision curve analysis was used to assess the clinical benefits.RESULTS In total,164 HCC patients,namely,104 patients with high Ki-67 expression and 60 with low Ki-67 expression,were included.Compared with the models in which only intratumoral or peritumoral features were used,the fusion model in which intratumoral and peritumoral features were combined demonstrated stronger predictive ability.Moreover,the clinical-radiomics model including the Radscore and clinical features had higher predictive performance than did the fusion model(area under the ROC curve=0.848 vs 0.780 in the training group,area under the ROC curve=0.830 vs 0.760 in the validation group).The calibration curve showed good consistency between the predicted probability and the actual probability,and the decision curve further confirmed its clinical benefit.CONCLUSION A machine learning model based on the radiomic features of the intratumoral and peritumoral regions on superres-olution computed tomography in conjunction with clinical factors can accurately evaluate Ki-67 expression.The model provides valuable assistance in selecting treatment strategies for HCC patients and contributes to research on neoadjuvant therapy for liver cancer. 展开更多
关键词 Hepatocellular carcinoma ki-67 Computed tomography Machine learning Radiomics
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Relationship between prognosis and glucose transporter-1 and Ki-67 expression in obstructive colon cancer pre and post stent placement
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作者 Kun-Ning Zhang Mu-Lan Jin Zhi-Wei Zhai 《World Journal of Gastrointestinal Surgery》 2025年第6期135-145,共11页
BACKGROUND Self-expandable metallic stent(SEMS)placement is a common intervention for obstructive left-sided colon cancer.However,the long-term prognosis post-SEMS placement remains debated.Mechanical compression with... BACKGROUND Self-expandable metallic stent(SEMS)placement is a common intervention for obstructive left-sided colon cancer.However,the long-term prognosis post-SEMS placement remains debated.Mechanical compression within the tumor caused by SEMS may induce vascular compression,leading to tissue ischemia and hypoxia.These alterations in the tumor microenvironment could affect patient prognosis.AIM To assess the influence of glucose transporter-1(GLUT-1)and Ki-67 expression in obstructive colon cancer tissues pre and post SEMS placement on patient prognosis.METHODS A retrospective analysis was conducted on clinical and pathological data from 71 patients with obstructive colon cancer who underwent SEMS placement followed by surgery.Paired colon cancer tissue samples were collected from each patient pre and post SEMS placement.Immunohistochemical techniques were employed to evaluate GLUT-1 and Ki-67 expression in the specimens.RESULTS The high expression rates of GLUT-1 in the samples obtained before and after SEMS placement were 14.1%and 43.7%,respectively(P<0.001).GLUT-1 expression was associated with vascular invasion post-SEMS placement(P=0.03).Ki-67 expression showed no significant difference pre and post SEMS placement and was unrelated to clinical pathological characteristics(all P>0.05).The high expression rates of GLUT-1 in the samples obtained before and after SEMS placement were associated with worse recurrence-free interval(pre-SEMS:40.0%vs 72.3%,P=0.026;post-SEMS:45.5%vs 85.7%,P=0.001).Cox regression analysis revealed that both pre-SEMS placement(HR=3.490,95%CI:1.165-10.453,P=0.026)and post-SEMS placement(HR=4.335,95%CI:1.539-12.214,P=0.006)GLUT-1 expression were adverse prognostic factors for patients.CONCLUSION Though the precise impact of stent placement on the mechanical compression and biological behavior of tumors is not fully understood,our study found an increase in GLUT-1 expression in tumor tissues after SEMS placement.Tumor GLUT-1 serves as a prognostic biomarker for the survival of patients with obstructive colon cancer treated with SEMS placement. 展开更多
关键词 Colorectal cancer OBSTRUCTION Self-expandable metallic stent Glucose transporter-1 ki-67
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Noninvasive prediction of Ki-67 expression in pancreatic cancer via contrast-enhanced ultrasound quantitative parameters:A diagnostic model study
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作者 Zi-Yi Yang Wei-Na Wan +3 位作者 Lei Zhao Si-Nong Li Zhe Liu Liang Sang 《World Journal of Gastrointestinal Oncology》 2025年第6期253-269,共17页
BACKGROUND The expression level of Ki-67 and the degree of differentiation in pancreatic cancer determine tumor aggressiveness and patient prognosis,which holds significant implications for clinical decision-making.A ... BACKGROUND The expression level of Ki-67 and the degree of differentiation in pancreatic cancer determine tumor aggressiveness and patient prognosis,which holds significant implications for clinical decision-making.A major challenge in preoperative pancreatic ductal adenocarcinoma management is predicting tumor malignancy.Contrast-enhanced ultrasound(CEUS),a dynamic imaging technique based on blood pool visualization,can reveal lesion vasculature and provide quantitative perfusion data reflecting angiogenesis.By tracking contrast agent kinetics,CEUS offers non-invasive insights into tumor vascularization,helping assess malig-nancy potential.AIM To investigate the correlation between Ki-67 and pancreatic cancer differentiation using CEUS quantitative parameters and evaluated their diagnostic accuracy.METHODS This retrospective study analyzed pancreatic cancer patients who underwent CEUS and pathological confirmation.Pathological differentiation,clinical data,and quantitative CEUS parameters[maximum intensity(IMAX),rise time(RT),rise slope 50%(Rs50),rise slope 10%-90%(Rs1090),etc.]were collected.Based on Ki-67 expression(<50%vs≥50%),patients were divided into low-and high-expression groups.The study evaluated correlations between Ki-67 expression,differentiation degree,and CEUS quantitative parameters to assess tumor aggressiveness.RESULTS Among 54 patients(25 high Ki-67,29 low Ki-67),significant differences(P<0.05)were observed in Rs50,IMAX,wash-out area under the curve(WoutAUC),wash-in and out area under curve,and Rs1090 between high and low Ki-67 groups.High-expression patients showed elevated Rs50,IMAX,WoutAUC,and area under the curve(AUC),while RT and falling slope 50%(Fs50)were lower.Rs1090 demonstrated the highest diagnostic accuracy(AUC=0.863,sensitivity=0.92,specificity=0.759).Fs50 was effective in low Ki-67 detection(AUC=0.838).No correlation was found between enhancement patterns and Ki-67 or differentiation.CONCLUSION CEUS parameters(Rs50,IMAX,WoutAUC,Rs1090)strongly correlate with Ki-67,aiding non-invasive pancreatic cancer assessment.Rs1090/IMAX predict high Ki-67;Fs50 identifies low Ki-67,supporting CEUS for tumor aggressiveness evaluation. 展开更多
关键词 Contrast-enhanced ultrasound Pancreatic cancer Quantitative analysis ki-67 index Pathological differentiation degree
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Quantitative parameters in novel spectral computed tomography:Assessment of Ki-67 expression in patients with gastric adenocarcinoma 被引量:7
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作者 Li-Ting Mao Wei-Cui Chen +6 位作者 Jian-Ye Lu Han-Liang Zhang Yong-Song Ye Yu Zhang Bo Liu Wei-Wei Deng Xian Liu 《World Journal of Gastroenterology》 SCIE CAS 2023年第10期1602-1613,共12页
BACKGROUND The level of Ki-67 expression has served as a prognostic factor in gastric cancer.The quantitative parameters based on the novel dual-layer spectral detector computed tomography(DLSDCT)in discriminating the... BACKGROUND The level of Ki-67 expression has served as a prognostic factor in gastric cancer.The quantitative parameters based on the novel dual-layer spectral detector computed tomography(DLSDCT)in discriminating the Ki-67 expression status are unclear.AIM To investigate the diagnostic ability of DLSDCT-derived parameters for Ki-67 expression status in gastric carcinoma(GC).METHODS Dual-phase enhanced abdominal DLSDCT was performed preoperatively in 108 patients with gastric adenocarcinoma.Primary tumor monoenergetic CT attenuation value at 40-100 kilo electron volt(kev),the slope of the spectral curve(λ_(HU)),iodine concentration(IC),normalized IC(nIC),effective atomic number(Z^(eff))and normalized Z^(eff)(nZ^(eff))in the arterial phase(AP)and venous phase(VP)were retrospectively compared between patients with low and high Ki-67 expression in gastric adenocarcinoma.Spearman’s correlation coefficient was used to analyze the association between the above parameters and Ki-67 expression status.Receiver operating characteristic(ROC)curve analysis was performed to compare the diagnostic efficacy of the statistically significant parameters between two groups.RESULTS Thirty-seven and 71 patients were classified as having low and high Ki-67 expression,respectively.CT_(40 kev-VP),CT_(70 kev-VP),CT_(100 kev-VP),and Z^(eff)-related parameters were significantly higher,but IC-related parameters were lower in the group with low Ki-67 expression status than the group with high Ki-67 expression status,and other analyzed parameters showed no statistical difference between the two groups.Spearman’s correlation analysis showed that CT_(40 kev-VP),CT_(70 kev-VP),CT_(100 kev-VP),Z^(eff),and n Z^(eff) exhibited a negative correlation with Ki-67 status,whereas IC and nIC had positive correlation with Ki-67 status.The ROC analysis demonstrated that the multi-variable model of spectral parameters performed well in identifying the Ki-67 status[area under the curve(AUC)=0.967;sensitivity 95.77%;specificity 91.89%)].Nevertheless,the differentiating capabilities of singlevariable model were moderate(AUC value 0.630-0.835).In addition,the nZ_(VP)^(eff) and nIC_(VP)(AUC 0.835 and 0.805)showed better performance than CT_(40 kev-VP),CT_(70 kev-VP) and CT_(100 kev-VP)(AUC 0.630,0.631 and 0.662)in discriminating the Ki-67 status.CONCLUSION Quantitative spectral parameters are feasible to distinguish low and high Ki-67 expression in gastric adenocarcinoma.Z^(eff) and IC may be useful parameters for evaluating the Ki-67 expression. 展开更多
关键词 Spectral computer tomography Quantitative parameters Gastric carcinoma Iodine concentration Effective atomic number ki-67 expression
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The Reliability of Assessment of Ki-67 Expression on Core Needle Biopsy and the Surgical Specimens of Invasive Breast Cancer: Comparison of Local Pathologists’ Assessment and Central Review 被引量:2
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作者 Yoshio Mizuno Tsuneo Natori +5 位作者 Naoko Takeda Junichi Yamada Hiroaki Abe Yuko Inoue Hiroshi Seto Kazuhiko Sato 《Journal of Cancer Therapy》 2012年第5期841-845,共5页
Purpose: The aim of this study was to assess the reliability of Ki-67 expression on core needle biopsy (CNB) and the surgical specimens of invasive breast cancer. We examined the concordance rate of Ki-67 expressions,... Purpose: The aim of this study was to assess the reliability of Ki-67 expression on core needle biopsy (CNB) and the surgical specimens of invasive breast cancer. We examined the concordance rate of Ki-67 expressions, hormone receptors, and human epidermal growth factor receptor 2 (HER2) status from a CNB with from a surgery in invasive breast cancer. Methods: A retrospective study was conducted on a clinical database of patients who underwent surgery for early breast cancer. Of these, 193 patients who underwent CNB before the surgery were enrolled. A cut-off value of 20% was used for Ki-67-positive criteria. Expression of estrogen receptor (ER), progesterone receptor (PgR), and HER2 were examined and compared with that of Ki-67. To evaluate discordance between the pathologists’ earlier assessments, we re-examined Ki-67 expression among the Ki-67 discordant group in a central laboratory. Results: The concordance rate for Ki-67 expression between the two specimen types was 77.7%, which was significantly lower than that for ER, PgR, and HER2 expression (95.9%, 88.1%, and 91.6%, respectively). The concordance rate for re-examined Ki-67 expression among the Ki-67 discordant group improved to 93.8% and was not significantly different from that for the other receptors. Conclusion: The concordance rate for Ki-67 expression between biopsy and surgical specimens was significantly lower than that for ER, PgR, and HER2 expressions, but re-examination of Ki-67 expression in a central laboratory revealed no significant difference among the receptors, suggesting the need for standard pathological assessment of Ki-67 expression for clinical use as a predictive marker of breast cancer. 展开更多
关键词 ki-67 CNB CONCORDANCE Rate Standard ASSESSMENT
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The predictive value of vascular endothelial growth factor and Ki-67 expression on neoadjuvant therapy in rectal cancer 被引量:1
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作者 Shumei Jiang RenbenWang +3 位作者 Jinming Yu Zhenjiang Zhang Dianbin Mu Zhongfa Xu 《The Chinese-German Journal of Clinical Oncology》 CAS 2009年第1期16-20,共5页
Objective: To investigate the expressions of vascular endothelial growth factor (VEGF) and proliferating cell nuclear antigen (Ki-67) in patients with rectal adenocarcinoma and their associations with neoadjuvant... Objective: To investigate the expressions of vascular endothelial growth factor (VEGF) and proliferating cell nuclear antigen (Ki-67) in patients with rectal adenocarcinoma and their associations with neoadjuvant therapy. Methods: The expressions of Ki-67 and VEGF in 32 cases of rectal adenocarcinoma, including both pretreatment tumor biopsies and postoperative specimen, were detected by immunohistochemistry using specific antibodies, and were correlated with clinicopathological factors. Results: The intensity of VEGF staining was significantly correlated with lymph nodal metastasis (P =0.033), depth of tumor invasion (P =0.007) and tumor stage (P= 0.016), but not with histological types, tumor sizes, patients' ages and genders (P 〉 0.05). Low level of VEGF expression had significant correlation with the high sensitivity of response to neoadjuvant therapy (P = 0.016). The transient increase of VEGF expression could be seen after neoadjuvant therapy (P = 0.035). Ki-67 labeling index (Ki-67-LI) was significantly correlated with lymph node metastasis (P = 0.028), but not correlated to tumor sizes, patients' ages and genders (P 〉 0.05). Tumors with lower Ki-67-LI were more sensitive to neoadjuvant therapy (P = 0.032). The Ki-67 level decreased after neoadjuvant therapy, but no statistical significance was found (P 〉 0.05). Conclusion: Our results demonstrate that the expression of VEGF and Ki-67 in pretreatment rectal adenocarcinoma biopsies may be predictive of tumor response to neoadjuvant therapy. 展开更多
关键词 rectal neoplasms ADENOCARCINOMA vascular endothelial growth factor (VEGF) proliferating cell nuclear antigen ki-67
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HER-2/Neu Status in Gastric Carcinomas in a Series of Egyptian Patients and Its Relation to Ki-67 Expression 被引量:1
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作者 Saba El-Gendi Iman Talaat Mona Abdel-Hadi 《Open Journal of Pathology》 2015年第4期101-113,共13页
Objective: HER-2/neu status in gastric carcinomas (GCs) has not been studied before in the Egyptian population. Materials and Methods: Seventy-three GCs were evaluated for the expression of HER-2/neu and Ki-67 using i... Objective: HER-2/neu status in gastric carcinomas (GCs) has not been studied before in the Egyptian population. Materials and Methods: Seventy-three GCs were evaluated for the expression of HER-2/neu and Ki-67 using immunohistochemistry (IHC). Fluorescence in situ Hybridization (FISH) was done for HER2/neu IHC score 2+ cases. Results: Out of the 73 gastric carcinomas, 23 (31.5%) were score 0, 17 (23.3%) were score 1+, 23 (31.5%) were score 2+, and 10 (13.7%) were score 3+. FISH analysis revealed that the HER-2/neu gene was amplified in 11 out of the 23 cases (47.8%) scored 2+ by IHC. Therefore, the overall HER-2/neu positivity rate was 28.8% and it was significantly associated with higher T-stage and lymphovascular invasion (LVI). The Ki-67 expression rate ranged between 10% and 100%, with 84.9% of the cases (n = 62) featuring high Ki-67 scores. High Ki-67 score was significantly associated with male sex, tumor grade, and number of positive nodes. HER-2/neu protein expression correlated significantly with Ki-67 score. Twenty tumors showed combined HER-2/neu positivity and high Ki-67 score and were significantly associated with higher T-stage and occurrence of LVI, implying a more aggressive behavior. Conclusions: The rate of HER-2/neu positive GCs in our series simulates universal rates, thereby mandating routine evaluation of HER-2/neu status in all GCs submitted to our laboratory to benefit from trastuzumab therapy. Further studies on a larger number of GCs are required to prove that the concurrent HER-2/neu positivity and high Ki-67 score are markers of worse prognosis. 展开更多
关键词 EGYPT FISH Gastric Carcinoma HER-2/NEU IMMUNOHISTOCHEMISTRY ki-67
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The prognostic significance of ALI,PLR,and Ki-67 expression in stageⅢ–Ⅳinoperable non-small cell lung cancer
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作者 Ying Li Qiaofang Li +1 位作者 Yanluqi He Hongzhen Zhang 《Oncology and Translational Medicine》 CAS 2021年第1期7-14,共8页
Objective The aim of the study was to investigate and compare the prognostic value of advanced inflammatory index,platelet/lymphocyte ratio(PLR),and Ki-67 expression in stageⅢ–Ⅳinoperable non-small cell lung cancer... Objective The aim of the study was to investigate and compare the prognostic value of advanced inflammatory index,platelet/lymphocyte ratio(PLR),and Ki-67 expression in stageⅢ–Ⅳinoperable non-small cell lung cancer(NSCLC)before treatment.Methods The clinical data of 98 inoperable patients with stageⅢ–ⅣNSCLC in our hospital(Fifth Department of Oncology,Hebei General Hospital,Shijiazhuang,China)before treatment were retrospectively analyzed,and advanced lung cancer inflammation index(ALI)was calculated using body mass index(BMI)×serum albumin(ALB)÷neutrophil/lymphocyte ratio(NLR).he optimal cutoff values of ALI and PLR for predicting prognosis is determined.Chi-square test was used to analyze the relationship between patients and clinical characteristics.Kaplan-Meier method was used to calculate the total survival of patients,and log-rank test was used for comparison.Independent prognostic factors were assessed by univariate and multivariate analyses.Spearman correlation was used to analyze the relationship among ALI,PLR,and Ki-67.Results In our study of the 98 cases,the survival time of the patients with ALI<18 was significantly lower than that of patients with ALI>18(P<0.001),with a median survival time of 10 months and 25 months,respectively.The survival time of patients with a PLR<185 was significantly higher than that of patients with a PLR>185(median survival time was 27 months vs.10 months,P<0.001).The higher the Ki-67 expression,the shorter the survival time(P<0.005).The combined ALI and PLR detection results indicated that the survival time of patients with high ALI and low PLR was significantly longer than that of patients with low ALI and high PLR(P<0.001).Univariate analysis showed that smoking history,degree of differentiation,KPS score,Ki-67 expression,ALI value,and PLR affected the prognosis of patients.Multivariate analysis showed that KPS score,ALI value,and Ki-67 expression were independent prognostic factors.Conclusion ALI,PLR,and Ki-67 expression are important predictors of stage III-IV inoperable NSCLC.In terms of the prognostic value,ALI seems to have the best ability to predict patient survival.In addition,the combined detection of ALI and PLR levels before treatment seems to be more helpful in improving our prediction of patient prognosis.Moreover,it is expected to play a role in future clinical applications. 展开更多
关键词 non-small cell lung cancer(NSCLC) advanced lung cancer inflammation index(ALI) expression of ki-67 PROGNOSIS
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Prognostic Significance of Vascular Endothelial Growth Factor-A (VEGF-A) and Ki-67 Expression in Head and Neck Cancer Patient with Negative Neck
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作者 Vipa Boonkitticharoen Boonchu Kulapaditharom +2 位作者 Noppadol Larbcharoensub Phurich Praneetvatakul Thongchai Bhongmakapat 《International Journal of Otolaryngology and Head & Neck Surgery》 2015年第5期356-368,共13页
Background: Management of N0 neck in patients with head and neck squamous cell carcinoma (HNSCC) remains a subject of continued debate. Prognostic biomarkers might provide useful information for treatment selection an... Background: Management of N0 neck in patients with head and neck squamous cell carcinoma (HNSCC) remains a subject of continued debate. Prognostic biomarkers might provide useful information for treatment selection and adjustment. Objective: To evaluate the prognostic relevance of VEGF-A and Ki-67 expression to types of neck management. Methods: This prospective study included 140 patients with HNSCC. Tumor expression of VEGF-A and Ki-67 was measured by immunohistochemistry. Based on tumor size and site criteria, 88 patients with N0 neck were categorized as high, intermediate and low risk of subclinical neck diseases and accordingly treated by elective neck dissection (END), irradiation (ENI) and observation. Adjuvant treatment was given to tumor with close or positive margins. A multivariate Cox regression model was used to identify prognostic factors. Impact of biomarker expression, treatment type and risk category on disease-specific survival (DSS) in the setting of N0 neck were evaluated by Kaplan-Meier survival and adjusted hazard ratio (HR). Results: Coexpression of VEGF-A and Ki-67 (HR = 2.351, p = 0.021) and positive node (HR = 2.301, p = 0.009) were independent prognostic factors for HNSCC. In the setting of N0 neck, marker coexpression has an HR of 4.97 (p = 0.004) independent of treatment modalities (p = 0.069) and risk categories (p = 0.971). Alternatively, neither marker expression was predictive of a better treatment outcome for END compared to ENI, as suggested by the odds of patients being survived 15.4 times greater (p = 0.01) and the 5-year DSS rates of 85.1% versus 44.7% (p = 0.008). Conclusion: Coexpression of VEGF-A and Ki-67 is a suggestion of tumor microinvasiveness in addition to risk of lymph node metastasis and may indicate the need of adjuvant treatment despite negative tumor margins. Neither marker expression serves an indicator for the selection of END over ENI in neck management. 展开更多
关键词 Head and NECK SQUAMOUS Cell Carcinoma NEGATIVE NECK Node NECK Management PROGNOSTIC Biomarkers VEGF-A and ki-67
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超声引导下细针穿刺细胞学检查联合Ki-67、CyclinD1检测对TI-RADS4类甲状腺结节的诊断效能
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作者 周丽霞 何友新 +2 位作者 蒋医泽 唱媛媛 卢冬敏 《分子诊断与治疗杂志》 2026年第1期100-103,共4页
目的评估超声引导下细针穿刺细胞学检查(US-FNAC)联合核增殖抗原(Ki-67)、细胞周期蛋白D1(CyclinD1)检测在甲状腺影像报告和数据系统4类(TI-RADS)4类甲状腺结节良恶性鉴别诊断中的临床应用价值。方法回顾性纳入2022年3月至2025年1月秦... 目的评估超声引导下细针穿刺细胞学检查(US-FNAC)联合核增殖抗原(Ki-67)、细胞周期蛋白D1(CyclinD1)检测在甲状腺影像报告和数据系统4类(TI-RADS)4类甲状腺结节良恶性鉴别诊断中的临床应用价值。方法回顾性纳入2022年3月至2025年1月秦皇岛市第二医院收治的152例TI-RADS4类甲状腺结节患者临床资料,所有患者均已行US-FNAC及组织标本Ki-67、CyclinD1免疫组化检测。以术后组织病理学结果为金标准,计算并比较US-FNAC单独及联合Ki-67、CyclinD1检测诊断TI-RADS4类甲状腺结节的诊断效能。结果152例TI-RADS4类结节术后病理证实恶性54例(35.53%),良性98例(64.47%)。恶性结节中Ki-67与CyclinD1阳性表达率均显著高于良性组,差异有统计学意义(P<0.05)。与US-FNAC单独检测相比,联合Ki-67与CyclinD1检测将诊断灵敏度从74.07%提升至92.59%,特异度从80.61%提升至93.88%,准确率从78.29%提升至93.42%,且其诊断效能显著优于任何单一或双指标组合(P<0.05)。且在TBSRTCⅢ类、Ⅳ类,以及TI-RADS 4A、4B、4C各亚类中,联合诊断的准确率均显著高于US-FNAC单独诊断(P<0.05)。结论US-FNAC联合Ki-67与CyclinD1检测可显著提高对TI-RADS4类甲状腺结节良恶性的鉴别诊断能力,尤其在细胞学不确定病例中价值突出,有助于减少不必要的诊断性手术,为临床决策提供更可靠的依据。 展开更多
关键词 甲状腺结节 甲状腺影像报告和数据系统4类 超声引导细针穿刺细胞学检查 ki-67蛋白 CYCLIND1蛋白
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Comparative Analysis of Ki-67 Protein as a Proliferative Expression Index in Cutaneous Basal and Squamous Cell Carcinoma in Federal Medical Centre Umuahia, Nigeria
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作者 Felix E. Ehidiamhen Godson O. Eze +9 位作者 Stanley E. Ogbata Cornelius C. Chukwuegbo Lateef A. Odukoya Andrew I. Okoawoh Doubra O. Owolabi Robinson U. Ugwuanyi Olushola O. Jegede Chinedu N. Idakari Martins A. Nnoli Modupeola O. Samaila 《Open Journal of Pathology》 2024年第4期91-106,共16页
Background: Evaluating the tumor proliferative index helps predict clinical behavior and provides prognostic insights for cutaneous basal cell carcinoma (cBCC) and squamous cell carcinoma (cSCC). Objective: This study... Background: Evaluating the tumor proliferative index helps predict clinical behavior and provides prognostic insights for cutaneous basal cell carcinoma (cBCC) and squamous cell carcinoma (cSCC). Objective: This study aimed to identify differences in the proliferative indices among variants of cBCC and cSCC diagnosed at a tertiary healthcare center. Method: Skin biopsies histologically diagnosed as cBCC and cSCC between 2012 and 2018 at the Federal Medical Centre (FMC) Umuahia, Abia State, Nigeria, were analyzed. Archival formalin-fixed, paraffin-embedded (FFPE) tissue blocks were retrieved along with clinical data, and were prepared on charged microscope slides and the immunohistochemical staining was carried out. The primary antibody used in this study was clone BioCare CRM325C (RM) and adenotonsillar tissue blocks/slides served as positive controls. Ki-67 immunohistochemistry was performed on fresh 4µm sections of the tumor specimens. Results: The application of Ki-67 immunoperoxidase on both BCC and SCC cohort, yielded an intense observable brownish nuclear stain in areas of dense proliferating tumour cells on both cutaneous tumours. The average Ki-67 index for all cSCC cases was 24.7%, with a range of 2.3% - 80%, while the mean for cBCC was 15.8%, ranging from 1.2% - 45.6%. Variants with high proliferative indices were observed in 11.9% of cBCC cases and 29.1% of cSCC cases. Among the low proliferative index category, cSCC accounted for 5.4%, while cBCC represented 14.3%. For mild proliferative indices, cSCC cases made up 7.3% and cBCC, 11.9%. The majority of cases showed moderate proliferative indices, with 61.9% for cBCC and 58.2% for cSCC. Overall, there was a significant difference in proliferative indices between cSCC, cBCC, and their variants. Conclusion: The study found a significantly higher rate of cell proliferation, measured by Ki-67 immunostaining, in cSCC and its variants compared to cBCC. However, certain variants of cBCC also exhibited high Ki-67 expression, indicating they can be as aggressive as some cSCC variants. 展开更多
关键词 ki-67 expression Cancer Proliferation Histological Variants Squamous Cell Carcinoma Basal Cell Carcinoma
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乳腺钼靶联合AR、Ki-67对三阴性乳腺癌患者新辅助化疗后病理完全缓解的预测价值
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作者 任敏 陈亚 《当代医药论丛》 2026年第1期76-78,共3页
目的:分析乳腺钼靶联合雄激素受体(AR)、细胞核增殖相关抗原-67(Ki-67)对三阴交乳腺癌(TN-BC)患者新辅助化疗(NAC)后病理完全缓解(p CR)的预测价值。方法:对2020年2月—2024年4月于菏泽医学专科学校附属医院接收NAC的160例TN-BC患者的... 目的:分析乳腺钼靶联合雄激素受体(AR)、细胞核增殖相关抗原-67(Ki-67)对三阴交乳腺癌(TN-BC)患者新辅助化疗(NAC)后病理完全缓解(p CR)的预测价值。方法:对2020年2月—2024年4月于菏泽医学专科学校附属医院接收NAC的160例TN-BC患者的临床资料展开回顾性分析。分别在NAC前、化疗第2周期、第4周期进行乳腺钼靶检查,同时进行AR、Ki-67检测,分析检查结果。结果:160例TN-BC患者接受NAC后,完全缓解65例,占比40.63%;未完全缓解95例,占比59.38%。p CR患者与非p CR患者年龄、肿瘤大小、淋巴结转移占比、征象、肿块形态、肿块边界差异无统计学意义(P > 0.05);p CR患者AR阳性率显著低于非p CR患者,Ki-67高表达率显著高于非p CR患者(P<0.05)。Logistic回归分析显示,AR、Ki-67、∆D4可作为p CR的预测指标(P<0.05)。结论:乳腺钼靶联合AR、Ki-67可对TN-BC患者NAC后病理完全缓解进行预测,为疾病的治疗提供参考依据。 展开更多
关键词 三阴性乳腺癌 新辅助化疗 乳腺钼靶 AR ki-67 病理完全缓解
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p16/Ki-67双染检测对高危型人乳头瘤病毒患者癌前病变及宫颈癌的诊断价值
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作者 林舒淇 周秀芬 +1 位作者 任俊 卞显凤 《妇儿健康导刊》 2026年第1期89-92,97,共5页
目的分析p16/Ki-67双染检测对高危型人乳头瘤病毒(HR-HPV)患者高级别鳞状上皮内病变及以上病变(HSIL+)的诊断价值。方法选取2024年8月至2025年4月于安徽医科大学附属六安医院就诊的HR-HPV阳性患者127例,进行宫颈液基薄层细胞学检查(TCT)... 目的分析p16/Ki-67双染检测对高危型人乳头瘤病毒(HR-HPV)患者高级别鳞状上皮内病变及以上病变(HSIL+)的诊断价值。方法选取2024年8月至2025年4月于安徽医科大学附属六安医院就诊的HR-HPV阳性患者127例,进行宫颈液基薄层细胞学检查(TCT)、p16/Ki-67双染检测及阴道镜宫颈活检。以病理检查结果作为金标准,比较TCT与p16/Ki-67双染检测对HR-HPV阳性患者HSIL+的诊断效能。结果HRHPV分型中,HPV52为最常见亚型,其次为HPV16和HPV58。与TCT相比,p16/Ki-67双染检测对HSIL+的敏感性和阴性预测值更高(P<0.05)。p16/Ki-67双染检测和TCT的Kappa值分别为0.541和0.228。结论在HR-HPV阳性患者HSIL+的筛查和诊断中,与TCT相比,p16/Ki-67双染检测诊断效能更优,具有较高的临床应用价值。 展开更多
关键词 p16/ki-67双染检测 液基薄层细胞学检查 高危型人乳头瘤病毒 高级别鳞状上皮内病变
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Prognostic significance of PTEN,Ki-67 and CD44s expression patterns in gastrointestinal stromal tumors 被引量:18
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作者 Yu-Mei Liang Xiang-Hong Li +1 位作者 Wen-Mei Li You-Yong Lu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第14期1664-1671,共8页
AIM:To develop a prognostic approach for gastrointestinal stromal tumors(GISTs) using a cluster of indicators and follow-up information.METHODS:One hundred and four GISTs that had not been subjected to targeted therap... AIM:To develop a prognostic approach for gastrointestinal stromal tumors(GISTs) using a cluster of indicators and follow-up information.METHODS:One hundred and four GISTs that had not been subjected to targeted therapies were collected and classified by NIH risk assessment and anatomic location.By immunohistochemistry,the expressions of PTEN,Ki-67,CD44s matrix metalloproteinase(MMP)-9 and TIMP-1 were detected on tissue microarray.Univariate and multimarker survival analyses were performed and then a COX hazard proportion model was constructed to evaluate a cluster of predictors of GIST.RESULTS:Our data showed small intestinal GIST are more aggressive than gastric GIST.The NIH risk assessment correlated with disease-free survival foreither gastric GIST or small intestinal GIST.Immunohistochemical analysis revealed that Ki-67 labeling indexes(LIs) < 5% predicted higher disease-specific survival(DSS) in gastric and small intestinal GIST.CD44s positivity and PTEN LIs ≥ 50% correlated with higher DSS in gastric GIST.MMP-9 and TIMP-1 had no correlation with survival.Multimarker analysis revealed that the expression pattern of PTEN LIs ≥ 50% combined with Ki-67 LIs < 5% and CD44s positivity reliably predicted favorable outcomes for gastric GIST(P = 0.009),as did the combination of PTEN LIs ≥ 50% and Ki-67 LIs < 5% for small intestinal GIST(P = 0.011).Authors also found that high NIH risk grade was correlated with DSS in patients with gastric GIST and disease-free survival in patients with small intestinal GIST.CONCLUSION:PTEN LIs ≥ 50%,Ki-67 LIs < 5% and CD44s positivity provides an accurate,favorable prognosis for gastric GIST.PTEN LIs ≥ 50% and Ki-67 LIs < 5% does the same for small intestinal GIST.Ki-67 LIs enhances the NIH assessment. 展开更多
关键词 Gastrointestinal stromal tumor PROGNOSIS PTEN ki-67 CD44S
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Expression of COX-2, PCNA, Ki-67 and p53 in gastrointestinal stromal tumors and its relationship with histopathological parameters 被引量:22
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作者 Derya Gumurdulu Seyda Erdogan +4 位作者 Fazilet Kayaselcuk Gulsah Seydaoglu Cem K Parsak Orhan Demircan Ilhan Tuncer 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第3期426-431,共6页
AIM: To investigate the expression of Cyclooxygenase-2 (COX-2), proliferating cell nuclear antigen (PCNA), Ki-67 and p53 in gastrointestinal stromal tumors (GISTs) and its relationship with histopathological parameter... AIM: To investigate the expression of Cyclooxygenase-2 (COX-2), proliferating cell nuclear antigen (PCNA), Ki-67 and p53 in gastrointestinal stromal tumors (GISTs) and its relationship with histopathological parameters. METHODS: Twenty-five GISTs were examined by light microscopy and immunohistochemistry. c-kit, CD34, SMA, S-100 protein, COX-2, PCNA, Ki-67 and p53 were detected immunohistochemically and the relationship was evaluated among histopathologic parameters such as mitotic index (MI), tumor grade, tumor size, COX-2, PCNA, Ki-67 and p53. RESULTS: COX-2 protein expression was found in 19 of 25 (76%) of the tumors, and expression was noted in the cytoplasm of the tumor cells. p53 was significantly related to MI and tumor grade but no relationship was found between COX-2, proliferation markers and MI, tumor grade and tumor size. CONCLUSION: COX-2 is expressed in most GISTs and it may play an important role in the proliferation and progression of these tumors or a useful marker to identify GIST. Although immunohistochemical assessment of p53 can be used for distinguishing the risk groups of GISTs, tumor size and mitotic rate should be considered at the same time. 展开更多
关键词 Gastrointestinal stromal tumor CYCLOOXYGENASE-2 Proliferating cell nuclear antigen ki-67 P53 Immunohistochemistw
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Expression of COX-2,iNOS,p53 and Ki-67 in gastric mucosa-associated lymphoid tissue lymphoma 被引量:21
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作者 Hong-LingLi Bing-ZhongSun Fu-ChengMa 《World Journal of Gastroenterology》 SCIE CAS CSCD 2004年第13期1862-1866,共5页
AIM: To assess the expression of cyclooxygenase-2 (COX-2),nitric oxide synthase (iNOS), p53 and Ki-67 in gastric mucosaassociated lymphoid tissue (MALT) lymphoma and clarify the relationship between COX-2 expression a... AIM: To assess the expression of cyclooxygenase-2 (COX-2),nitric oxide synthase (iNOS), p53 and Ki-67 in gastric mucosaassociated lymphoid tissue (MALT) lymphoma and clarify the relationship between COX-2 expression and iNOS or p53 expression in these patients.METHODS: The expressions of COX-2, iNOS, p53 and Ki-67 were detected in 32 gastric MALT lymphoma specimens and 10 adjacent mucosal specimens by immunohistochemical Envision method.RESULTS: COX-2 and iNOS expressions were significantly higher in gastric MALT lymphoma tissues than those in adjacent normal tissues. The expression of COX-2 was observed in 22 of 32 cases of MALT lymphoma tissues (68.8%). A positive cytoplasmic immunoreactivity for iNOS was detected in 17 of 31 cases (53.1%). COX-2 expression in gastric MALT lymphoma tissues was positively correlated with iNOS expression (r=-0.448, P=0.010) and cell proliferative activity analyzed by Ki-67 labeling index (r=0.410, P=0.020).The expression of COX-2 protein did not correlate with age,sex, stage of disease, lymph node metastasis or differentiation.The accumulation of p53 nuclear phosphoprotein was detected in 19(59.4%) of tumors, p53 protein was expressed in 11 of 23 assessed LG tumors and in 8 of 9 assessed HG tumors.The difference of p53 positivity was found statistically significant between LG and HG cases (P=0.0302). The p53 accumulation correlated with advanced clinical stage (stage Ⅲ+Ⅳ vs stage Ⅰ+Ⅱ, P=0.017). There was a significant positive correlation between COX-2 expression and p53 accumulation status (r=0.403,/=0.022). The mean PI of Ki-67 in each grade group were 36.0±7.73% in HG and 27.4±9.21% in LG. High-proliferation rate correlated with HG tumors (r=0.419, P=0.017). The correlation coefficient showed a significant positive correlation between PI and COX-2 expression in MALT lymphoma patients (r=-0.410,P=0.020).CONCLUSION: COX-2 expresses in the majority of gastric MALT lymphoma tissues and correlates with cellular proliferation and iNOS expression. COX-2 overexpression is closely associated with p53 accumulation status, iNOS and COX-2 may play a synergistic role in the pathogenesis of gastric MALT lymphoma. 展开更多
关键词 基因表达 COX-2 INOS P53 ki-67 胃黏膜 淋巴组织 淋巴瘤 肿瘤
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Evaluation of malignancy using Ki-67,p53,EGFR and COX-2 expressions in gastrointestinal stromal tumors 被引量:13
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作者 Jing Jiang Mei-Shan Jin +3 位作者 Jian Suo Yin-Ping Wang Liang He Xue-Yuan Cao 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第20期2569-2575,共7页
AIM:To investigate the role of expressions of Ki-67, p53,epidermal growth factor receptor(EGFR)and cyclooxygenase-2(COX-2)in gastrointestinal stromal tumor(GIST)grading and prognosis. METHODS:Tumor tissue was collecte... AIM:To investigate the role of expressions of Ki-67, p53,epidermal growth factor receptor(EGFR)and cyclooxygenase-2(COX-2)in gastrointestinal stromal tumor(GIST)grading and prognosis. METHODS:Tumor tissue was collected retrospectively from 96 patients with GIST.Antibodies against Ki-67, p53,EGFR and COX-2 were used for immunohistochemical staining.Tumor grading was designated according to a consensus system and the staining was quantified in 3 categories for each antibody in the statistical analysis. RESULTS:The Ki-67 expression in GISTs was significantly associated with the size of the tumors,mitotic rate and the risk of malignancy(x2=15.51,P=0.02; x2=22.27,P<0.001;x2=20.05;P<0.001).The p53 expression was also significantly correlated with mitotic rate and the risk of malignancy(x2=9.92,P= 0.04;x2=9.97;P=0.04).Over-expression of Ki-67 was strongly correlated with poor survival(x2=10.44, P=0.006),but no correlation was found between the expression of p53,EGFR or COX-2 and survival. Multivariate analysis further demonstrated that Ki-67 expression(relative risk=15.78,95%CI:4.25-59.37) could be used as an independent prognostic value for GIST patients.Adjuvant imatinib therapy could improve clinical outcomes in the patients with high risk and intermediate risk of recurrence after complete tumor resections(median survival time:52 mo vs 37 mo, x2=7.618,P=0.006). CONCLUSION:Our results indicated that the expression of Ki-67 could be used as an independent prognostic factor for GIST patients. 展开更多
关键词 Gastrointestinal stromal tumor Prognosis ki-67 alteration P53 Epidermal growth factor receptor
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Effects of Buyang Huanwu Tang Combined with Bone Marrow Mesenchymal Stem Cell Transplantation on the Expression of VEGF and Ki-67 in the Brain Tissue of the Cerebral Ischemia-Reperfusion Model Rat 被引量:31
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作者 张运克 韩雪永 车志英 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2010年第4期278-282,共5页
Objective:To explore the mechanism of Buyang Huanwu Tang (补阳还五汤 Decoction Invigorating Yang for Recuperation) combined with bone marrow mesenchymal stem cells (MSCs) transplantation in protecting nerves of cerebr... Objective:To explore the mechanism of Buyang Huanwu Tang (补阳还五汤 Decoction Invigorating Yang for Recuperation) combined with bone marrow mesenchymal stem cells (MSCs) transplantation in protecting nerves of cerebral ischemic injury. Methods: Local cerebral ischemia-reperfusion rat model was established with modified Zea-Longa thread-occlusion method, and MSCs were injected into the caudal vein, and Buyang Huanwu Tang(补阳还五汤)was administrated. Vascular endothelial growth factor (VEGF) and Ki-67 expression in the ischemic side of the brain in the cerebral ischemic-reperfusion rat were detected with immuno-histochemical staining method. Results: VEGF and Ki-67 expressions were significantly up-regulated in the MSCs group and the combination group, with significant differences as compared with the model group and the sham operation group (P<0.05), and with the most strongest effect in the combination group. Conclusion: Buyang Huanwu Tang(补阳还五汤)combined with MSCs transplantation repairs the injured blood vessels and lesion tissues possibly by up-regulation of VEGF and Ki-67 expression. 展开更多
关键词 Buyang Huanwu Tang marrow mesenchymal stem cell cerebral ischemia-reperfusion immunohistochemical method vascular endothelial growth factor (VEGF) and ki-67
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Effect of Wuziyanzong pill on levels of sex hormones, and expressions of nuclear- associated antigen Ki-67 and androgen receptor in testes of young rats 被引量:9
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作者 He Mengmeng Wang Lijun +2 位作者 Chen Yinghui Zhang Tingting Guo JianHe 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2016年第6期743-748,共6页
OBJECTIVE: To evaluate the effects of Wuziyanzong pill on the levels of serum follicle stimulating hormone(FSH), luteinizing hormone(LH), testosterone(T) and the expressions of nuclear-associated antigen Ki67(Ki67), a... OBJECTIVE: To evaluate the effects of Wuziyanzong pill on the levels of serum follicle stimulating hormone(FSH), luteinizing hormone(LH), testosterone(T) and the expressions of nuclear-associated antigen Ki67(Ki67), androgen receptor(AR) in testes of young rats.METHODS: Sixteen 20-day-old Wistar male rats were randomly divided into control and treatment group(n = 8). Rats in treatment group were administered Wuziyanzong pill by gavage; rats in control group administered the same volume of saline. After 10 days of treatment, the rats were killed, and then serum and testes were taken. The levels of FSH, LH and T were measured by radioimmunoassay(RIA). The histology of seminiferous tubule was observed by hematoxylin-eosin(HE) staining. The expression of Ki67 was detected by immunohistochemical assay(IHC). The m RNA level of Ki67, ARand CK-18 was detected with quantitative real-time polymerase chain reaction(Q-RT-PCR), the protein level of AR and CK-18 were tested by Western blot.RESULTS: Compared with control group, T level in treatment group increased significantly(P < 0.05).HE staining showed that both leydig cells and germ cells increased in treatment group. Expressions of Ki67 and AR became higher after treatment. There were no changes in CK-18 expression.CONCLUSION: Wuziyanzong pill can up-regulate AR level to promote germ cell proliferation and differentiation in young male rats. 展开更多
关键词 Wuziyanzong Wan Follicle stimulating hormone ki-67 antigen Receptors androgen TESTOSTERONE Leydig cells Germ cells
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Overexpression of carbonic anhydrase Ⅱ and Ki-67 proteins in prognosis of gastrointestinal stromal tumors 被引量:4
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作者 Li-Cheng Liu Wen-Tong Xu +3 位作者 Xin Wu Po Zhao Ya-Li Lv Lin Chen 《World Journal of Gastroenterology》 SCIE CAS 2013年第16期2473-2480,共8页
AIM: To investigate the expression and prognostic value of carbonic anhydrase Ⅱ (CA Ⅱ) and Ki-67 in gastrointestinal stromal tumors (GISTs). METHODS: One hundred and thirteen GIST patients admitted to Chinese People... AIM: To investigate the expression and prognostic value of carbonic anhydrase Ⅱ (CA Ⅱ) and Ki-67 in gastrointestinal stromal tumors (GISTs). METHODS: One hundred and thirteen GIST patients admitted to Chinese People's Liberation Army General Hospital from January 2004 to December 2010 were retrospectively followed up, and immunohistochemistry was used to detect CA Ⅱ, Ki-67 and CD117 expression in tumor samples. The survival rates of the patients were analyzed using the Kaplan-Meier method. Log-rank test, χ 2 test and Cox proportional hazards model were used to determine the relationships between CA Ⅱ, Ki-67 and CD117 expression and prognostic value in GISTs. RESULTS: The survival rates at 1, 3 and 5 years were 90.0%, 82.0% and 72.0% in all patients. However, in patients with positive CA Ⅱ or Ki-67, the survival rates were 92.0%, 83.0% and 77.0% or 83.0%, 66.6% and 53.0%, respectively. Compared with the negative groups, the survival rates in the positive groups were significantly lower (CA Ⅱ log-rankP = 0.000; Ki-67 logrank P = 0.004). Multivariate Cox analysis revealed that CA Ⅱ, CD117 and Ki-67 were considerable immune factors in prognosis of GIST patients (CA Ⅱ P = 0.043; CD117 P = 0.042; Ki-67 P = 0.007). Besides, tumor diameter, mitotic rate, tumor site, depth of invasion, complete resection, intraoperative rupture, and adjuvant therapy were important prognosis predictive factors. Our study indicated that CA Ⅱ had strong expression in GISTs and the prognosis of GISTs with high CA Ⅱ expression was better than that of GISTs with low or no expression, suggesting that CA Ⅱ is both a diagnostic and prognostic biomarker for GIST. CONCLUSION: CA Ⅱ and Ki-67 are significant prognostic factors for GISTs. CA Ⅱ associated with neovascular endothelia could serve as a potential target for cancer therapy. 展开更多
关键词 GASTROINTESTINAL STROMAL tumors Carbonic ANHYDRASE CD117 ki-67 Prognostic factor
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