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Omics-imaging signature-based nomogram to predict the progression-free survival of patients with hepatocellular carcinoma after transcatheter arterial chemoembolization
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作者 Qing-Long Guan Hai-Xiao Zhang +2 位作者 Jun-Peng Gu Geng-Fei Cao Wei-Xin Ren 《World Journal of Clinical Cases》 SCIE 2024年第18期3340-3350,共11页
BACKGROUND Enhanced magnetic resonance imaging(MRI)is widely used in the diagnosis,treatment and prognosis of hepatocellular carcinoma(HCC),but it can not effectively reflect the heterogeneity within the tumor and eva... BACKGROUND Enhanced magnetic resonance imaging(MRI)is widely used in the diagnosis,treatment and prognosis of hepatocellular carcinoma(HCC),but it can not effectively reflect the heterogeneity within the tumor and evaluate the effect after treatment.Preoperative imaging analysis of voxel changes can effectively reflect the internal heterogeneity of the tumor and evaluate the progression-free survival(PFS).AIM To predict the PFS of patients with HCC before operation by building a model with enhanced MRI images.METHODS Delineate the regions of interest(ROI)in arterial phase,portal venous phase and delayed phase of enhanced MRI.After extracting the combinatorial features of ROI,the features are fused to obtain deep learning radiomics(DLR)_Sig.DeLong's test was used to evaluate the diagnostic performance of different typological features.K-M analysis was applied to assess PFS in different risk groups,and the discriminative ability of the model was evaluated using the Cindex.RESULTS Tumor diameter and diolame were independent factors influencing the prognosis of PFS.Delong's test revealed multi-phase combined radiomic features had significantly greater area under the curve values than did those of the individual phases(P<0.05).In deep transfer learning(DTL)and DLR,significant differences were observed between the multi-phase and individual phases feature sets(P<0.05).K-M survival analysis revealed a median survival time of high risk group and low risk group was 12.8 and 14.2 months,respectively,and the predicted probabilities of 6 months,1 year and 2 years were 92%,60%,40%and 98%,90%,73%,respectively.The C-index was 0.764,indicating relatively good consistency between the predicted and observed results.DTL and DLR have higher predictive value for 2-year PFS in nomogram.CONCLUSION Based on the multi-temporal characteristics of enhanced MRI and the constructed Nomograph,it provides a new strategy for predicting the PFS of transarterial chemoembolization treatment of HCC. 展开更多
关键词 Magnetic resonance imaging Radiomics Deep learning progression-free survival Transcatheter arterial chemoembolization Hepatocellular carcinoma
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A radiomics prognostic scoring system for predicting progression-free survival in patients with stageⅣnon-small cell lung cancer treated with platinum-based chemotherapy 被引量:5
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作者 Lan He Zhenhui Li +4 位作者 Xin Chen Yanqi Huang Lixu Yan Changhong Liang Zaiyi Liu 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2021年第5期592-605,共14页
Objective:To develop and validate a radiomics prognostic scoring system(RPSS)for prediction of progressionfree survival(PFS)in patients with stageⅣnon-small cell lung cancer(NSCLC)treated with platinum-based chemothe... Objective:To develop and validate a radiomics prognostic scoring system(RPSS)for prediction of progressionfree survival(PFS)in patients with stageⅣnon-small cell lung cancer(NSCLC)treated with platinum-based chemotherapy.Methods:In this retrospective study,four independent cohorts of stageⅣNSCLC patients treated with platinum-based chemotherapy were included for model construction and validation(Discovery:n=159;Internal validation:n=156;External validation:n=81,Mutation validation:n=64).First,a total of 1,182 three-dimensional radiomics features were extracted from pre-treatment computed tomography(CT)images of each patient.Then,a radiomics signature was constructed using the least absolute shrinkage and selection operator method(LASSO)penalized Cox regression analysis.Finally,an individualized prognostic scoring system incorporating radiomics signature and clinicopathologic risk factors was proposed for PFS prediction.Results:The established radiomics signature consisting of 16 features showed good discrimination for classifying patients with high-risk and low-risk progression to chemotherapy in all cohorts(All P<0.05).On the multivariable analysis,independent factors for PFS were radiomics signature,performance status(PS),and N stage,which were all selected into construction of RPSS.The RPSS showed significant prognostic performance for predicting PFS in discovery[C-index:0.772,95%confidence interval(95%CI):0.765-0.779],internal validation(C-index:0.738,95%CI:0.730-0.746),external validation(C-index:0.750,95%CI:0.734-0.765),and mutation validation(Cindex:0.739,95%CI:0.720-0.758).Decision curve analysis revealed that RPSS significantly outperformed the clinicopathologic-based model in terms of clinical usefulness(All P<0.05).Conclusions:This study established a radiomics prognostic scoring system as RPSS that can be conveniently used to achieve individualized prediction of PFS probability for stageⅣNSCLC patients treated with platinumbased chemotherapy,which holds promise for guiding personalized pre-therapy of stageⅣNSCLC. 展开更多
关键词 Non-small cell lung cancer radiomics prognostic scoring system progression-free survival platinum-based chemotherapy
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Somatic copy number alterations are predictive of progression-free survival in patients with lung adenocarcinoma undergoing radiotherapy 被引量:1
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作者 Fan Kou Lei Wu +5 位作者 Yan Guo Bailu Zhang Baihui Li Ziqi Huang Xiubao Ren Lili Yang 《Cancer Biology & Medicine》 SCIE CAS CSCD 2022年第5期685-695,共11页
Objective:Lung cancer is the most common cause of cancer-related deaths worldwide.Somatic copy number alterations(SCNAs)have been used to predict responses to therapies in many cancers,including lung cancer.However,li... Objective:Lung cancer is the most common cause of cancer-related deaths worldwide.Somatic copy number alterations(SCNAs)have been used to predict responses to therapies in many cancers,including lung cancer.However,little is known about whether they are predictive of radiotherapy outcomes.We aimed to understand the prognostic value and biological functions of SCNAs.Methods:We analyzed the correlation between SCNAs and clinical outcomes in The Cancer Genome Atlas data for 486 patients with non-small cell lung cancer who received radiotherapy.Gene set enrichment analyses were performed to investigate the potential mechanisms underlying the roles of SCNAs in the radiotherapy response.Our results were validated in 20 patients with lung adenocarcinoma(LUAD)receiving radiotherapy.Results:SCNAs were a better predictor of progression-free survival(PFS)in LUAD(P=0.024)than in lung squamous carcinoma(P=0.18)in patients treated with radiotherapy.Univariate and multivariate regression analyses revealed the superiority of SCNAs in predicting PFS in patients with LUAD.Patients with stage I cancer and low SCNA levels had longer PFS than those with high SCNA levels(P=0.022).Our prognostic nomogram also showed that combining SCNAs and tumor/node/metastasis provided a better model for predicting long-term PFS.Additionally,high SCNA may activate the cell cycle pathway and induce tumorigenesis.Conclusions:SCNAs may be used to predict PFS in patients with early-stage LUAD with radiotherapy,in combination with TNM,with the aim of predicting long-term PFS.Therefore,SCNAs are a novel predictive biomarker for radiotherapy in patients with LUAD. 展开更多
关键词 SCNA RADIOTHERAPY lung cancer progression-free survival immune infiltration
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Oral fruquintinib combined with tegafur-gimeracil-oteracil potassium for advanced colorectal cancer to obtain longer progression-free survival:A case report 被引量:1
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作者 Fan-Jie Qu Shuang Wu Yan Kong 《World Journal of Gastrointestinal Oncology》 SCIE 2023年第5期902-910,共9页
BACKGROUND After the failure of second-line standard therapy,effective treatment options for metastatic colorectal cancer are limited,and the duration of remission cannot meet clinical needs.In addition,associated dru... BACKGROUND After the failure of second-line standard therapy,effective treatment options for metastatic colorectal cancer are limited,and the duration of remission cannot meet clinical needs.In addition,associated drug toxicity may lead to treatment interruption that may affect patient outcomes.Therefore,more safe,effective and convenient treatments are urgently needed.CASE SUMMARY Here,we describe a patient with advanced colorectal cancer with multiple metastases in both lungs.Oxaliplatin combined with 5-fluorouracil or capecitabine was given as the first-line treatment,and bevacizumab combined with irinotecan was given as the second-line treatment after disease progression.However,treatment was interrupted due to recurrent grade 2 nausea and grade 1 diarrhea.He received targeted therapy with fruquintinib starting on August 26,2020 and responded well for 12 mo.After slow progression of the lung metastases,progression-free survival was again achieved over 13.5 mo by continued treatment of fruquintinib in combination with tegafur-gimeracil-oteracil potassium chemotherapy.Overall treatment duration was more than 25.5 mo.The treatments delayed tumor progression,reduced drug side effects,maintained a good quality of life,and further extended overall survival.CONCLUSION This case report detailed preliminary evidence showing that the combination of fruquintinib with tegafur-gimeracil-oteracil potassium chemotherapy double oral therapy may result in longer progression-free survival in patients with advanced colorectal cancer. 展开更多
关键词 Fruquintinib Tegafur-gimeracil-oteracil potassium(S-1) Advanced colorectal cancer progression-free survival Case report
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Progression-free survival as surrogate endpoint in advanced pancreatic cancer: meta-analysis of 30 randomized first-line trials 被引量:1
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作者 Fausto Petrelli Andrea Coinu +2 位作者 Karen Borgonovo Mary Cabiddu Sandro Barni 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS CSCD 2015年第2期124-131,共8页
BACKGROUND:Progression-free survival(PFS)has not been extensively investigated as a surrogate for survival in the firstline treatments of pancreatic cancer.The aim of this review was to evaluate PFS as a potential ... BACKGROUND:Progression-free survival(PFS)has not been extensively investigated as a surrogate for survival in the firstline treatments of pancreatic cancer.The aim of this review was to evaluate PFS as a potential surrogate endpoint for overall survival(OS)in advanced pancreatic cancer in trials comparing poly-chemotherapy to gemcitabine alone.DATA SOURCES: A systematic literature search in PubMed, Embase, Web of Science, and the Cochrane Central Register of Controlled Trials was conducted. The key words included randomized trial, first-line chemotherapy, pancreatic cancer, gemcitabine and poly-chemotherapy. Adjusted weighted linear regression was used to calculate Rs (Spearman's rank-order correlation coefficient) between PFS and post-progression survival (PPS) with OS (Rs) and between treatment effects on PFS and OS (RHR). RESUEFS: A total of 30 trials including 8467 patients met the inclusion criteria. Correlation between the treatment effects on PFS and OS (RHR=0.78) and between the endpoint PFS and OS was high across all studies (Rs=0.75). The slope of the re- gression line was 0.76±0.26, indicating that an agent produc- ing a 10% risk reduction for PFS will provide a 7.6%±2.6% risk reduction for OS. Correlation between PPS and OS was very strong (Rs=0.71) and accounted for more than 50% of the whole OS variability (R2=0.57). CONCLUSION: Because of the robust correlation with OS and the potential influence of PPS caused by the second line therapies, it may be justified to consider PFS as a surrogate endpoint in trials evaluating new cytotoxic agents when gemcitabine is the control arm. 展开更多
关键词 pancreatic cancer surrogate endpoints progression-free survival overall survival correlation randomized studies
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Impact of Real-Time Contrast-Enhanced Ultrasound-Guided Radiofrequency Ablation on Progression-Free Survival in Patients with Hepatocellular Carcinoma:a Retrospective Case-Control Study
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作者 Xiao Shang Guang Yang +4 位作者 Heng Jun Zhao Ming Zhang Guo Zhen Cui Jiu Wei Cui Nan Ya Wang 《Journal of Nutritional Oncology》 2020年第3期147-152,共6页
Objective To compare the value of contrast-enhanced ultrasound(CEUS)and conventional ultrasound(US)during radiofrequency ablation(RFA)for the treatment of hepatocellular carcinoma(HCC)≥3.0 cm in diameter.Methods A to... Objective To compare the value of contrast-enhanced ultrasound(CEUS)and conventional ultrasound(US)during radiofrequency ablation(RFA)for the treatment of hepatocellular carcinoma(HCC)≥3.0 cm in diameter.Methods A total of 149 HCC patients treated with RFA guided by either CEUS or conventional US between January 2012 and June 2013 were retrospectively analyzed.Patients were divided into different groups based on the type of ultrasound guidance(CEUS or conventional US)and tumor volume(diameter<3.0 or≥3.0 cm).The progressionfree survival(PFS)and complete ablation rates were compared between groups,and risk factors for the PFS were investigated.Results Seventy four patients received CEUS-guided RFA,and conventional US was performed in 75 patients.Among patients with a tumor<3.0 cm,the PFS and complete ablation rates were similar.However,for patients with a tumor≥3.0 cm,those treated with CEUS had a significantly longer PFS(17.3 vs.3.1 months,HR=2.73;95%CI,1.28~5.81;P=0.007)and higher complete ablation rates at 6-and 12-month post-treatment(87.5%vs.57.7%,P=0.042;75.0%vs.38.5%,P=0.009,respectively)than those treated with conventional US-guided RFA.The type of treatment(P=0.024)and maximum tumour size(P=0.011)were both found to be independent factors associated with the PFS.Conclusion Compared with conventional US,CEUS is more effective for guiding RFA in patients with HCC≥3.0 cm.CEUS-guided RFA could target HCC more accurately,and its ability to immediately detect any residual tumor during RFA might contribute to an increase in complete ablation rates and reduced progression. 展开更多
关键词 Hepatocellular carcinoma Radiofrequency ablation Contrast-enhanced ultrasound Conventional ultrasound progression-free survival Complete ablation rate
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Initial Progression-Free Survival after Non-First Line TKIs Therapy Potentially Guides Immediate Treatment after Its Failure in Advanced Non-Small Cell Lung Cancer
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作者 Fang Wang Gui-fang Guo +8 位作者 Hui-juan Qiu Wen-zhuo He Fei-fei Zhou Xu-xian Chen Pi-li Hu Bei Zhang Chen-xi Yin Li Zhang Liang-ping Xia 《Clinical oncology and cancer researeh》 CAS CSCD 2012年第1期38-43,共6页
Objective The standard therapy alter failure of the initial non-first line epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TK1) treatment in advanced non-small cell lung cancer (NSCLC) has not yet... Objective The standard therapy alter failure of the initial non-first line epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TK1) treatment in advanced non-small cell lung cancer (NSCLC) has not yet been established. The aim of the current study was to identify whether the 2nd TKI treatment or chemotherapy (paclitaxel-containing or non-paclitaxel regimen) is the appropriate treatment for patients with NSCLC based on the efficacy of the initial TKls. Methods Seventy-two advanced NSCLC patients who had accepted 2nd TKIs or chemotherapy immediately alter failure of the initial TKIs in non-first line setting from May 1, 2004 to January 31, 2010 at the Sun Yat-sen University Cancer Center were enrolled. The primary endpoint [2nd progression-free survival (PFS)] and the second endpoint loverall survival (OS)] were compared among the 2''d TKI and chemotherapy groups as well as their subgroups. Results (1) Twenty-one patients were treated with 2 TKIs, and 51 patients were administered chemotherapy after failure of the initial non-first line TKI treatment. There was nonsignificant difference in the responses (P=0.900) [2nd PFS (P=0.833) and OS (P=0.369)] between the 2nd TKI and chemotherapy groups. (2) In tile 2nd TKI group, 9 patients exhibited PFS_〉7 months. The initial TKI treatment group exhibited a longer 2"d PFS than the other 12 patients with an initial PFS〈7 months (7 months vs. 2 months, P=0.019). However, these groups had nonsignificantly different OS (P=0.369). (3) In the chemotherapy group, patients with PFS〈5 months exhibited longer 2'1~ PFS than those with PFS 〉 5 months in the initial TKI treatment (3 months vs. 2 months, P=0.039). (4) In the chemotherapy group, nd patients treated with paclitaxel-containing regimen showed longer 2 PFS than those treated with non-paclitaxel regimen (, months t,s. 2.3 months, P=0.043). Conclusions Patients with PFS_〉7 months or 〈5 months under the initial TKI treatment potentially benefit from the 2nd TK1 treatment or chemotherapy immediately after failure of the non-first line TKIs. The paclitaxel-containing regimen may improve the 2na PFS. However, more patient samples are urgently needed to validate these findings. 展开更多
关键词 lung neoplasm CHEMOTHERAPY survival analysis ERLOTINIB
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Bortezomib improves progression-free survival in multiple myeloma patients overexpressing preferentially expressed antigen of melanoma 被引量:4
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作者 Qin Yazhen Lu Jin +9 位作者 Bao Li Zhu Honghu Li Jinlan Li Lingdi Lai Yueyun Shi Hongxia Wang Yazhe Liu Yanrong Jiang Bin Huang Xiaojun 《Chinese Medical Journal》 SCIE CAS CSCD 2014年第9期1666-1671,共6页
Background Significant efforts have been made to identify factors that differentiate patients treated with novel therapies,such as bortezomib in multiple myeloma (MM).The exact expression pattern and prognostic valu... Background Significant efforts have been made to identify factors that differentiate patients treated with novel therapies,such as bortezomib in multiple myeloma (MM).The exact expression pattern and prognostic value of the cancer/testis antigen preferentially expressed antigen of melanoma (PRAME) in MM are unknown and were explored in this study.Methods The transcript level of PRAME was detected in bone marrow specimens from 100 newly diagnosed MM patients using real-time quantitative polymerase chain reaction,and the prognostic value of PRAME was determined through retrospective survival analysis.PRAME expression higher than the upper limit of normal bone marrow was defined as PRAME overexpression or PRAME (+).Results Sixty-two patients (62.0%) overexpressed PRAME.PRAME overexpression showed no prognostic significance to either overall survival (n=100) or progression-free survival (PFS,n=96,all P >0.05) of patients.The patients were also categorized according to regimens with or without bortezomib.PRAME overexpression tended to be associated with a lower two-year PFS rate in patients treated with non-bortezomib-containing regimens (53.5% vs.76.9%,P=0.071).By contrast,it was not associated with the two-year PFS rate in patients with bortezomib-containing regimens (77.5% vs.63.9%,P >0.05).When the patients were categorized into PRAME (+) and PRAME (-) groups,treatment with bortezomib-containing regimens predicted a higher two-year PFS rate in PRAME (+) patients (77.5% vs.53.5%,P=0.027) but showed no significant effect on two-year PFS rate in PRAME (-) patients (63.9% vs.76.9%,P >0.05).Conclusion PRAME overexpression might be an adverse prognostic factor of PFS in MM patients treated with non-bortezomib-containing regimens.Bortezomib improves PFS in patients overexpressing PRAME. 展开更多
关键词 multiple myeloma preferentially expressed antigen of melanoma expression BORTEZOMIB progression-free survival real-time quantitative polymerase chain reaction
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Effect of Feitai Capsule(肺泰胶囊) on Quality of Life and Progression-Free Survival of Patients with Unresectable Non-Small Cell Lung Cancer
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作者 余宗阳 刘志臻 +6 位作者 欧阳学农 杜建 戴西湖 陈曦 赵忠全 王文武 李捷 《Chinese Journal of Integrative Medicine》 SCIE CAS 2012年第2期106-111,共6页
Objective: To examine the effect of a Chinese medicinal herbal formula (Feitai Capsule, 肺泰胶囊) on the quality of life (QOL) and progression-free survival (PFS) of patients with unresectable non-small cell lu... Objective: To examine the effect of a Chinese medicinal herbal formula (Feitai Capsule, 肺泰胶囊) on the quality of life (QOL) and progression-free survival (PFS) of patients with unresectable non-small cell lung cancer (NSCLC). Methods: Sixty-two patients were randomly divided into the treatment group (31 cases) and the control group (31 cases). For the treatment group, 4 capsules (1.2 g/capsule) of Feitai Capsule were administered 3 times a day after meals for 3 weeks; then no drug was administered for 1 week. This schedule was continued for at least 3 more cycles (12 weeks totally). If there were no obvious toxic reactions, the treatment was extended. The patients were evaluated at least once every 8 weeks until progressive dJsease (PD). For the control group, the regular follow-up and evaluation were performed at least once every 8 weeks until PD. Clinical symptoms, objective response, physical constitution and energy, QOL, and PFS were evaluated regularly. Analysis of variance (ANOVA), a non-parametric test, and analysis of covariance were used to compare clinical features, amelioration of clinical symptoms, physical constitution and energy, and QOL. Kaplan- Meier analysis was used to compare the two-group PFS. Results: Sixty patients finished the final evaluation, with 30 patients in each group. Baseline characters between groups were not significantly different (P〉0.05). The control group had a 36.7% improvement in clinical symptoms, while the treatment group had a 73.3% improvement. This difference was statistically significant (Z=-2.632, P=0.008). The control group had a 26.7% improvement in the Karnofsky performance status (KPS), while the treatment group had a 53.4% improvement. This was also significantly different (Z=-2.182, P=0.029). A comparative analysis indicated a positive correlation (r=0.917, P〈0.001). Compared with the control group, QOL in the treatment group was significantly improved, except in the social/family condition and doctor-patient relationship indicators. The PFS of the treatment group and control group were 6.23 months and 4.67 months, respectively (P=0.048). Conclusion: Feitai Capsule, a Chinese medicinal herbal treatment could improve the QOL and extend the PFS of the unresectable NSCLC patients. 展开更多
关键词 non-small cell Lung cancer Chinese medicine Feitai Capsule maintenance treatment quality oflife progression-free survival
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A systematic review of progenitor survival and maturation in Parkinsonian models
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作者 Giulia Comini Eilís Dowd 《Neural Regeneration Research》 SCIE CAS 2025年第11期3172-3178,共7页
Stem cell-based brain repair is a promising emergent therapy for Parkinson's disease based on years of foundational research using human fetal donors as a cell source.Unlike current therapeutic options for patient... Stem cell-based brain repair is a promising emergent therapy for Parkinson's disease based on years of foundational research using human fetal donors as a cell source.Unlike current therapeutic options for patients,this approach has the potential to provide longterm stem cell–derived reconstruction and restoration of the dopaminergic input to denervated regions of the brain allowing for restoration of certain functions to patients.The ultimate clinical success of stem cell–derived brain repair will depend on both the safety and efficacy of the approach and the latter is dependent on the ability of the transplanted cells to survive and differentiate into functional dopaminergic neurons in the Parkinsonian brain.Because the pre-clinical literature suggests that there is considerable variability in survival and differentiation between studies,the aim of this systematic review was to assess these parameters in human stem cell-derived dopaminergic progenitor transplant studies in animal models of Parkinson's disease.A defined systematic search of the PubMed database was completed to identify relevant studies published up to March 2024.After screening,76 articles were included in the analysis from which 178 separate transplant studies were identified.From these,graft survival could be assessed in 52 studies and differentiation in 129 studies.Overall,we found that graft survival ranged from<1% to 500% of cells transplanted,with a median of 51%of transplanted cells surviving in the brain;while dopaminergic differentiation of the cells ranged from 0% to 46% of cells transplanted with a median of 3%.This systematic review suggests that there is considerable scope for improvement in the differentiation of stem cell-derived dopaminergic progenitors to maximize the therapeutic potential of this approach for patients. 展开更多
关键词 cell replacement therapy DIFFERENTIATION embryonic stem cells GRAFT induced pluripotent stem cells Parkinson's disease survival TRANSPLANT
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Prolonged progression-free survival and overall survival are associated with diabetes mellitus but inversely associated with levels of blood glucose in patients with lung cancer 被引量:6
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作者 Ning-Fang Wang Hong-Mei Tang +1 位作者 Fang-Lei Liu Qun-Ying Hong 《Chinese Medical Journal》 SCIE CAS CSCD 2020年第7期786-791,共6页
Background:Previous studies have provided conflicting evidence about the increased overall survival(OS)in lung cancer patients with diabetes mellitus(DM)compared with those without DM.This study assessed progression-f... Background:Previous studies have provided conflicting evidence about the increased overall survival(OS)in lung cancer patients with diabetes mellitus(DM)compared with those without DM.This study assessed progression-free survival(PFS)/OS in lung cancer patients with or without DM and tentatively analyzed the impact of blood glucose levels on PFS/OS in lung cancer patients.Methods:Data were collected from lung cancer patients based upon admission records from January 2010 to January 2012 and follow-up records from January 2010 to January 2015 in the Department of Pulmonary Medicine,Zhongshan Hospital,Fudan University,Shanghai.The data included patient sex,age,body mass index(BMI),smoking status,history of DM,level of blood glucose,pathological type,clinical stage of cancer,chemotherapy regimen,and history of anti-DM drugs.The Cox regression model and Kaplan-Meier method were used for the analysis of hazard factors and PFS/OS.For comparison of PFS/OS in lung cancer with or without DM,patients were divided into three groups:lung cancer with DM,lung cancer without DM but with elevated level of blood glucose,lung cancer without DM or elevated level of blood glucose.Results:In total,the data from 200 lung cancer patients(138 males/62 females,aged 29.0 to 78.0 years,mean 60.0±8.6 years)were collected.For the comparison of PFS/OS in lung cancer patients with or without DM,patients were divided into three groups:lung cancer with DM(n=31);lung cancer without DM but with elevated levels of blood glucose(n=40);and lung cancer without both DM and elevated levels of blood glucose(n=128),whereas 1 patient dropped out of the study.All the patients underwent complete chemotherapy and were followed up for 36.0 to 60.0 months.Kaplan-Meier survival analysis showed that lung cancer patients with DM had increased PFS and OS compared with those without DM(log-rank,P<0.05,P<0.01);the median PFS in lung cancer with DM was 12.0 months(95%confidence interval[CI],4.0-16.0)vs.6.0 months in those without DM(95%CI,5.8-6.3);and the median OS in lung cancer patients with DM was 37.0 months(95%CI,29.0-46.6)vs.12.0 months in those without DM(95%CI,10.9-13.1).For the other two groups of patients without DM,there was a trend toward a shorter PFS and OS in patients with elevated blood glucose compared with those without elevated blood glucose.Cox regression showed that PFS in lung cancer patients was favorably associated with the usage of anti-DM drugs,BMI,clinical stage of cancer,and chemotherapy regimen(all P<0.05)but was inversely associated with the level of blood glucose(P<0.05).Conclusions:Lung cancer patients with DM have prolonged PFS and OS compared with those without DM,and the level of blood glucose was inversely associated with PFS.The current results indicate that PFS may be a meaningful intermediate endpoint for OS and that the levels of blood glucose hopefully represent a prognostic factor in lung cancer patients. 展开更多
关键词 Diabetes MELLITUS Lung cancer Overall survival progression-free survival Serum glucose level
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Development of a new Cox model for predicting long-term survival in hepatitis cirrhosis patients underwent transjugular intrahepatic portosystemic shunts 被引量:1
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作者 Yi-Fan Lv Bing Zhu +8 位作者 Ming-Ming Meng Yi-Fan Wu Cheng-Bin Dong Yu Zhang Bo-Wen Liu Shao-Li You Sa Lv Yong-Ping Yang Fu-Quan Liu 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第2期491-502,共12页
BACKGROUND Transjugular intrahepatic portosystemic shunt(TIPS)placement is a procedure that can effectively treat complications of portal hypertension,such as variceal bleeding and refractory ascites.However,there hav... BACKGROUND Transjugular intrahepatic portosystemic shunt(TIPS)placement is a procedure that can effectively treat complications of portal hypertension,such as variceal bleeding and refractory ascites.However,there have been no specific studies on predicting long-term survival after TIPS placement.AIM To establish a model to predict long-term survival in patients with hepatitis cirrhosis after TIPS.METHODS A retrospective analysis was conducted on a cohort of 224 patients who un-derwent TIPS implantation.Through univariate and multivariate Cox regression analyses,various factors were examined for their ability to predict survival at 6 years after TIPS.Consequently,a composite score was formulated,encompassing the indication,shunt reasonability,portal venous pressure gradient(PPG)after TIPS,percentage decrease in portal venous pressure(PVP),indocyanine green retention rate at 15 min(ICGR15)and total bilirubin(Tbil)level.Furthermore,the performance of the newly developed Cox(NDC)model was evaluated in an in-ternal validation cohort and compared with that of a series of existing models.RESULTS The indication(variceal bleeding or ascites),shunt reasonability(reasonable or unreasonable),ICGR15,post-operative PPG,percentage of PVP decrease and Tbil were found to be independent factors affecting long-term survival after TIPS placement.The NDC model incorporated these parameters and successfully identified patients at high risk,exhibiting a notably elevated mortality rate following the TIPS procedure,as observed in both the training and validation cohorts.Additionally,in terms of predicting the long-term survival rate,the performance of the NDC model was significantly better than that of the other four models[Child-Pugh,model for end-stage liver disease(MELD),MELD-sodium and the Freiburg index of post-TIPS survival].CONCLUSION The NDC model can accurately predict long-term survival after the TIPS procedure in patients with hepatitis cirrhosis,help identify high-risk patients and guide follow-up management after TIPS implantation. 展开更多
关键词 Transjugular intrahepatic portosystemic shunt Long-term survival Predictive model
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Cancer survival statistics in China 2019-2021:a multicenter,population-based study 被引量:2
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作者 Hongmei Zeng Rongshou Zheng +15 位作者 Kexin Sun Maigeng Zhou Shaoming Wang Li Li Ru Chen Bingfeng Han Meicen Liu Jinhui Zhou Mengyuan Xu Lijun Wang Peng Yin Baohua Wang Jinling You Jing Wu Wenqiang Wei Jie He 《Journal of the National Cancer Center》 2024年第3期203-213,共11页
Background:A milestone goal of the Healthy China Program(2019-2030)is to achieve 5-year cancer survival at 43.3%for all cancers combined by 2022.To assess the progress towards this target,we analyzed the updated survi... Background:A milestone goal of the Healthy China Program(2019-2030)is to achieve 5-year cancer survival at 43.3%for all cancers combined by 2022.To assess the progress towards this target,we analyzed the updated survival for all cancers combined and 25 specific cancer types in China from 2019 to 2021.Methods:We conducted standardized data collection and quality control for cancer registries across 32 provincial-level regions in China,and included 6,410,940 newly diagnosed cancer patients from 281 cancer registries during 2008-2019,with follow-up data on vital status available until December 2021.We estimated the age-standardized 5-year relative survival overall and by site,age group,and period of diagnosis using the International Cancer Survival Standard Weights,and quantified the survival changes to assess the progress in cancer control.Results:In 2019-2021,the age-standardized 5-year relative survival for all cancers combined was 43.7%(95%confidence interval[CI],43.6-43.7).The 5-year relative survival varied by cancer type,ranging from 8.5%(95%CI,8.2-8.7)for pancreatic cancer to 92.9%(95%CI,92.4-93.3)for thyroid cancer.Eight cancers had 5-year survival of over 60%,including cancers of the thyroid,breast,testis,bladder,prostate,kidney,uterus,and cervix.The 5-year relative survival was generally lower in males than in females.From 2008 to 2021,we observed significant survival improvements for cancers of the lung,prostate,bone,uterus,breast,cervix,nasopharynx,larynx,and bladder.The most significant improvement was in lung cancer.Conclusions:Progress in cancer control was evident in China.This highlights the importance of a comprehensive approach to control and prevent cancer. 展开更多
关键词 Cancer survival Healthy China 2030 POPULATION-BASED Policy evaluation China
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Retrospective Analysis of Radiofrequency Ablation in Patients with Small Solitary Hepatocellular Carcinoma:Survival Outcomes and Development of a Machine Learning Prognostic Model
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作者 Qi-fan HE Yue XIONG +3 位作者 Yi-hui YU Xiang-chao MENG Tian-xu MA Zhong-hua CHEN 《Current Medical Science》 SCIE CAS 2024年第5期1006-1017,共12页
Background and Objective The effectiveness of radiofrequency ablation(RFA)in improving long-term survival outcomes for patients with a solitary hepatocellular carcinoma(HCC)measuring 5 cm or less remains uncertain.Thi... Background and Objective The effectiveness of radiofrequency ablation(RFA)in improving long-term survival outcomes for patients with a solitary hepatocellular carcinoma(HCC)measuring 5 cm or less remains uncertain.This study was designed to elucidate the impact of RFA therapy on the survival outcomes of these patients and to construct a prognostic model for patients following RFA.Methods This study was performed using the Surveillance,Epidemiology,and End Results(SEER)database from 2004 to 2017,focusing on patients diagnosed with a solitary HCC lesion≤5 cm in size.We compared the overall survival(OS)and cancer-specific survival(CSS)rates of these patients with those of patients who received hepatectomy,radiotherapy,or chemotherapy or who were part of a blank control group.To enhance the reliability of our findings,we employed stabilized inverse probability treatment weighting(sIPTW)and stratified analyses.Additionally,we conducted a Cox regression analysis to identify prognostic factors.XGBoost models were developed to predict 1-,3-,and 5-year CSS.The XGBoost models were evaluated via receiver operating characteristic(ROC)curves,calibration plots,decision curve analysis(DCA)curves and so on.Results Regardless of whether the data were unadjusted or adjusted for the use of sIPTWs,the 5-year OS(46.7%)and CSS(58.9%)rates were greater in the RFA group than in the radiotherapy(27.1%/35.8%),chemotherapy(32.9%/43.7%),and blank control(18.6%/30.7%)groups,but these rates were lower than those in the hepatectomy group(69.4%/78.9%).Stratified analysis based on age and cirrhosis status revealed that RFA and hepatectomy yielded similar OS and CSS outcomes for patients with cirrhosis aged over 65 years.Age,race,marital status,grade,cirrhosis status,tumor size,and AFP level were selected to construct the XGBoost models based on the training cohort.The areas under the curve(AUCs)for 1,3,and 5 years in the validation cohort were 0.88,0.81,and 0.79,respectively.Calibration plots further demonstrated the consistency between the predicted and actual values in both the training and validation cohorts.Conclusion RFA can improve the survival of patients diagnosed with a solitary HCC lesion≤5 cm.In certain clinical scenarios,RFA achieves survival outcomes comparable to those of hepatectomy.The XGBoost models developed in this study performed admirably in predicting the CSS of patients with solitary HCC tumors smaller than 5 cm following RFA. 展开更多
关键词 hepatocellular carcinoma radiofrequency ablation machine learning model overall survival cancer-specific survival
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Long-Term Survival Trend of Gynecological Cancer:A Systematic Review of Population-Based Cancer Registration Data
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作者 Xiaohui Zhou Danni Yang +6 位作者 Yixin Zou Dandan Tang Jun Chen Zhuoying Li Qiuming Shen Qun Xu Yongbing Xiang 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2024年第8期897-921,共25页
Gynecological cancer significantly affect the health of women.This review aimed to describe the global patterns and trends in the survival of patients with gynecological cancers.We searched PubMed,Embase,Web of Scienc... Gynecological cancer significantly affect the health of women.This review aimed to describe the global patterns and trends in the survival of patients with gynecological cancers.We searched PubMed,Embase,Web of Science,SinoMed,and SEER for survival analyses of cancer registration data of cervical,endometrial,and ovarian cancers published between 1980 and 2022.Globally,the highest 5-year observed survival rate for cervical cancer was 76.5% in Anshan,Liaoning,China(2008-2017).The 5-year observed survival rates of endometrial and ovarian cancers were higher in Finland(1995-1999,82.5%)and Singapore(1988-1992,62.0%).The 5-year relative survival rate of cervical cancer patients was higher in Haining,Zhejiang,China(2011-2014,85.8%).Korea ranked first at 89.0% and 64.5% for endometrial and ovarian cancers,respectively.Survival rates have improved for cervical,endometrial,and ovarian cancers.Patients aged≥75 years and those with advancedstage disease had the worst 5-year survival rates.Survival rates were better for squamous cell carcinoma in cervical cancer,for endometrial carcinoma and mucinous adenocarcinoma in endometrial cancer,and for germ cell and sex-cord stromal tumors in ovarian cancer.Over the past four decades,the survival rates of gynecological cancers have increased globally,with notable increases in cervical and endometrial cancers.Survival rates are higher in developed countries,with a slow-growing trend.Future studies should focus on improving survival,especially in ovarian cancer patients. 展开更多
关键词 survival CANCER globally
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Retrospective cohort study on the postoperative survival rate enhancement of patients with colorectal cancer using three traditional Chinese medicine formulations:evidence from 1,361 cases
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作者 Kailong Zhao Xiaomin Su +14 位作者 Wenwen Pang Yijia Wang Hongzhou Li Yi Zhang Leixin Jin Jun Xue Weizheng Liang Zhiqiang Feng Qiurong Han Yao Yao Tianyi Chen Qinghuai Zhang Xipeng Zhang Wenke Zheng Chunze Zhang 《Acupuncture and Herbal Medicine》 2024年第3期399-404,共6页
Background:Prior studies have affirmed the safety and effectiveness of traditional Chinese medicine in treating colorectal cancer patients.However,definitive evidence regarding whether traditional Chinese medicine can... Background:Prior studies have affirmed the safety and effectiveness of traditional Chinese medicine in treating colorectal cancer patients.However,definitive evidence regarding whether traditional Chinese medicine can significantly enhance the survival of colorectal cancer patients remains elusive.This study seeks to provide conclusive insights by examining the postoperative administration of Xihuang capsules,Pingxiao capsules,and Zilongjin tablets and its impact on the 5-year overall survival(OS)and disease-free survival(DFS)rates among colorectal cancer patients.Methods:A retrospective study was conducted,involving 1,361 patients selected from the medical center.This retrospective study was carried out at a medical center in Tianjin,China.We assessed differences in postoperative OS and DFS between the control group and the medication group using Kaplan–Meier survival analysis and Cox proportional hazards modeling.Additionally,propensity score matching was used to mitigate imbalances in baseline characteristics among patients.Results:Before propensity score matching,Xihuang capsules could prolong the 5-year OS(79.9%vs.81.4%,P=0.0480)and 5-year DFS(74.9%vs.79.5%,P=0.0046)of patients after surgery.Similar conclusions were obtained after propensity score matching:OS(74.8%vs.78.3%,P=0.0084),DFS(72.7%vs.78.9%,P=0.008).Patients taking Pingxiao capsules showed improved 5-year OS(77.2%vs.84.0%,P=0.0383)and 5-year DFS(69.9%vs.80.0%,P=0.0157)after propensity score matching.Patients taking Zilongjin tablets showed improvement in the 2-year OS(84.2%vs.93.1%,P=0.0390)and 1-year DFS(88.2%vs.92.0%,P=0.0320)after propensity score matching.Conclusion:Xihuang capsules and Pingxiao capsules significantly improved the 5-year OS and DFS of patients with colorectal cancer after surgery.Zilongjin tablets showed improvement in the 2-year OS and 1-year DFS after surgery for patients. 展开更多
关键词 Colorectal cancer Disease-free survival Traditional Chinese medicine Overall survival
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Transcriptome Analysis of Heterosis in Survival in the Hybrid Progenies of‘Haida No.1’and Orange-Shelled Lines of the Pacific Oyster Crassostrea gigas
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作者 YANG Hang LI Qi 《Journal of Ocean University of China》 CAS CSCD 2024年第1期199-208,共10页
Heterosis has been exploited to enhance the yield and adaptability in various shellfish species;however,the molecular basis of it remains unclear.The Pacific oyster Crassostrea gigas is one of the most economically im... Heterosis has been exploited to enhance the yield and adaptability in various shellfish species;however,the molecular basis of it remains unclear.The Pacific oyster Crassostrea gigas is one of the most economically important aquaculture species,and its productive traits can be improved by hybridization.Here,an intraspecific cross between orange shell(O,10th generation)and‘Haida No.1’(H,13th generation)of C.gigas was performed to assess the heterosis of survival trait.Survival rates of hybrid family(OH)and inbred families(HH and OO)were compared at larval stage,and eyed-pediveliger larvae of three families were subjected to transcriptome analysis.The analysis results of best-parent heterosis and mid-parent heterosis showed that the hybrid family exhi-bited a high heterosis in survival relative to the parental families.The OH-M(OH vs.OO)and OH-P(OH vs.HH)had 425 and 512 dif-ferentially expressed genes(DEGs),respectively.Functional enrichment analysis of these DEGs revealed that the significantly enrich-ed genes function in virion binding,C-type lectin receptor signaling pathway,cellular defense response and other immune-related pro-cesses,which involves perlucin-like protein,CD209 antigen-like protein,ZNFX1,caspase-3 and acan genes.These differentially ex-pressed genes in OH-M and OH-P,together with the immune-related processes mentioned above may play an important role in the larval survival of C.gigas.In addition,three genes(CYP450,fucolectin and perlucin-like)are associated with the orange shell and low survival of maternal oyster OO.These findings provide support for the application of hybrid with superior survival and will facilitate the understanding of heterosis formation in the Pacific oyster. 展开更多
关键词 Crassostrea gigas survival rate HETEROSIS TRANSCRIPTOME
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Annual variation of adult survival of a south-temperate House Wren population in Argentina
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作者 Gustavo J.Fernandez Mariana E.Carro Paulo E.Llambías 《Avian Research》 SCIE CSCD 2024年第2期229-237,共9页
Identifying factors affecting the survival of individuals is essential for understanding the evolution of life-history traits and population dynamics.Despite numerous studies on this subject in north-temperate environ... Identifying factors affecting the survival of individuals is essential for understanding the evolution of life-history traits and population dynamics.Despite numerous studies on this subject in north-temperate environments,there is a lack of equivalent studies at similar latitudes in the south.Here,we used a 14-year dataset of capture,banding,and resighting to estimate the annual variation in the apparent adult survival probability of a south-temperate population of House Wrens(Troglodytes aedon bonariae).We evaluated temporal variation in sur-vival and the effect of environmental(climatic)and demographic variables(adult abundance,total number of fledglings produced during each breeding season)on survival estimators.We found that the probability of adult survival decreased as the abundance of breeding adults increased.This density-dependent effect could be related to the resident lifestyle of southern House Wrens,which could determine an intense competition for territories and resources that ultimately would affect their survival. 展开更多
关键词 Annual variation CJS DENSITY-DEPENDENCE survival Troglodytes aedon bonariae
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Effect of Different Feeds on Growth and Survival of the Sergestid Shrimp Acetes vulgaris Hansen, 1919 (Decapoda: Sergestidae)
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作者 Alongkorn Phudhom Karnjana Hrimpeng +1 位作者 Wansuk Senanan Nongnud Tangkrock-Olan 《Agricultural Sciences》 2024年第1期71-81,共11页
The sergestid shrimp Acetes vulgaris has long been an important fishery species in estuaries and coastal waters along the Pang-Rad River, Rayong province, Thailand. In nature, this shrimp feeds on a wide range of food... The sergestid shrimp Acetes vulgaris has long been an important fishery species in estuaries and coastal waters along the Pang-Rad River, Rayong province, Thailand. In nature, this shrimp feeds on a wide range of food items, such as phytoplankton, zooplankton, algae, plant matter, debris, sand, and mud. The objective of this study was to compare different feeds on growth and survival of A. vulgaris reared in fiberglass tanks containing 70 m<sup>3</sup> of seawater salinity 25 ppt over a period of 70 days. Individual shrimps were fed with four different types of feeds i.e., newly hatched Artemia (Ar), rotifer (Ro), newly hatched Artemia + rotifer (ArRo) and shrimp larvae commercial feed (SF). Results suggested that specific growth rates (both for body weight and body length) of shrimps reared with SF were not significantly different with treatment feed with Ar, ArRo and Ro (p ≥ 0.05). The survival rate of A. vulgaris did not vary significantly (p ≥ 0.05) among the Ar, Ro and ArRo treatments. However, the highest survival rate of shrimp (81.78% ± 3.08%) was observed in SF treatment and the percentage of survival rate was significantly different with treatment feed with Ar, Ro and ArRo (p ≤ 0.05). The findings reflected the ability of Acetes shrimps to consume diverse food types including both live feed and pelleted feed. Insights obtained from this research suggested that artificial feed can be as efficient as live feeds. This new knowledge is a needed addition to a currently lacking knowledge base for aquaculture of this Acetes species. 展开更多
关键词 Acetes vulgaris Sergestid Shrimp FOOD GROWTH survival
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Mid-term survival of the Optimys short stem: A prospective case series of 500 patients
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作者 Bryan Hamans Sheryl de Waard +4 位作者 Sjoerd Kaarsemaker Esther R C Janssen Inger N Sierevelt Gino M M J Kerkhoffs Daniël Haverkamp 《World Journal of Orthopedics》 2024年第3期257-265,共9页
BACKGROUND In recent years,there has been an increase in the number of total hip arthroplasty procedures in the younger patient population.This active group has higher expectations of their prosthesis in comparison to... BACKGROUND In recent years,there has been an increase in the number of total hip arthroplasty procedures in the younger patient population.This active group has higher expectations of their prosthesis in comparison to the older population,and there is a greater physical demand for the prosthesis.Short femoral stems were in-troduced to retain proximal bone stock and joint biomechanics and became more common to implant in this specific population.Currently,the long-term survival and functional outcomes of various short stems are still being investigated in different clinics.AIM To determine the 5-year survival of the Optimys hip stem.METHODS This was a prospective multicenter cohort study of 500 patients conducted in two hospitals in the Netherlands.All patients received the Optimys short stem(Mathys Ltd,Bettlach,Switzerland).The primary outcome measure was survival of the hip stem,with revision as the endpoint.The secondary outcome measurements included patient-reported outcome measures(PROMs).Kaplan-Meier analysis was used to calculate the 5-year survival rate.Log-minus-log transformation was performed to calculate the 95%confidence interval(95%CI).Mixed model analyses were performed to assess the course of the PROMs during the 1st 2 years after surgery.Analyses were modeled separately for the 1st and 2nd years to calculate the yearly change in PROMs during both follow-up periods with accompanying 95%CIs.RESULTS The mean age of the total 500 patients was 62.3 years(standard deviation:10.6)and 202 were male(40%).At a median follow-up of 5.5 years(interquartile range:4.5-6.7),7 patients were deceased and 6 revisions were registered,for infection(n=3),subsidence(n=2)and malposition(n=1).This resulted in an overall 5-year survival of 98.8%(95%CI:97.3-99.5).If infection was left out as reason for revision,a stem survival of 99.4%(95%CI:98.1-99.8)was seen.Baseline questionnaires were completed by 471 patients(94%),317 patients(63%)completed the 1-year follow-up questionnaires and 233 patients(47%)completed the 2-year follow-up.Both outcome measures significantly improved across all domains in the 1st year after the operation(P<0.03 for all domains).In the 2nd year after surgery,no significant changes were observed in any domain in comparison to the 1-year follow-up.CONCLUSION The Optimys stem has a 5-year survival of 98.8%.Patient-reported outcome measures increased significantly in the 1st postoperative year with stabilization at the 2-year follow-up. 展开更多
关键词 Total hip arthroplasty Femoral stem Short stem Optimys survival 5-year survival REVISION PROMs
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