Clinical and Translational Oncology最新文献

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The HALP score as a prognostic factor in metastatic biliary cancer 作为转移性胆道癌预后因素的 HALP 评分
Clinical and Translational Oncology Pub Date : 2024-09-13 DOI: 10.1007/s12094-024-03702-2
İsmet Seven, İrfan Karahan, Fahriye Tuğba Köş, Doğan Bayram, Serhat Sekmek, Selin Aktürk Esen
{"title":"The HALP score as a prognostic factor in metastatic biliary cancer","authors":"İsmet Seven, İrfan Karahan, Fahriye Tuğba Köş, Doğan Bayram, Serhat Sekmek, Selin Aktürk Esen","doi":"10.1007/s12094-024-03702-2","DOIUrl":"https://doi.org/10.1007/s12094-024-03702-2","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>Biliary tract cancers are serious diseases and new biomarkers may be useful for the optimal management and prediction of these cases. This study aimed to evaluate the prognostic significance of the hemoglobin, albumin, lymphocyte, and platelet (HALP) score, a novel composite marker, in patients with metastatic biliary tract cancer.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>Patients with biliary tract cancers were analyzed retrospectively. Laboratory values, patient and disease characteristics, and survival rates were evaluated. The diagnostic impact of the HALP score was assessed with regression analyses.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>The study included 106 individuals with metastatic biliary tract cancer. Based on the median HALP score, ≥ 2.22 was considered a high score and &lt; 2.22 was considered low. The overall average survival time was found to be 11.4 months. Patients with low HALP scores had median overall survival of 9.5 months, while those with high HALP scores had median overall survival of 15.9 months. In multivariate analysis, Eastern Cooperative Oncology Group performance status, CA19-9 level, and HALP score remained significant predictors of overall survival.</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>The HALP score appears to be a useful prognostic marker in patients with metastatic biliary tract cancer.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142252022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Focal adhesion kinase-mediated interaction between tumor and immune cells in the tumor microenvironment: implications for cancer-associated therapies and tumor progression 肿瘤微环境中肿瘤和免疫细胞之间由病灶粘附激酶介导的相互作用:对癌症相关疗法和肿瘤进展的影响
Clinical and Translational Oncology Pub Date : 2024-09-13 DOI: 10.1007/s12094-024-03723-x
Louis Boafo Kwantwi, Theophilus Tandoh
{"title":"Focal adhesion kinase-mediated interaction between tumor and immune cells in the tumor microenvironment: implications for cancer-associated therapies and tumor progression","authors":"Louis Boafo Kwantwi, Theophilus Tandoh","doi":"10.1007/s12094-024-03723-x","DOIUrl":"https://doi.org/10.1007/s12094-024-03723-x","url":null,"abstract":"<p>Focal adhesion kinase (FAK) expression has been linked to tumor growth, immunosuppression, metastasis, angiogenesis, and therapeutic resistance through kinase-dependent and kinase scaffolding functions in the nucleus and cytoplasm. Hence, targeting FAK alone or with other agents has gained attention as a potential therapeutic strategy. Moreover, mounting evidence shows that FAK activity can influence the tumor immune microenvironment crosstalk to support tumor progression. Recently, tumor immune microenvironment interaction orchestrators have shown to be promising therapeutic agents for cancer immunotherapies. Therefore, this review highlights how FAK regulates the tumor immune microenvironment interplay to promote tumor immune evasive mechanisms and their potential for combination therapies with standard cancer treatments.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MCT4 is an independent prognostic factor and affects immune cell infiltration in patients with colorectal liver oligometastases MCT4 是结直肠肝脏寡转移患者的独立预后因素,并影响免疫细胞浸润
Clinical and Translational Oncology Pub Date : 2024-09-13 DOI: 10.1007/s12094-024-03720-0
Jiahua He, Weihao Li, Jiayu Wang, Xiaojun Wu, Weili Zhang, Junzhong Lin, Binyi Xiao, Long Yu, Leen Liao, Song Wang, Weifeng Wang, Yuguang Lin, Xuanlin Hong, Yue Xing, Zhizhong Pan, Jianhong Peng
{"title":"MCT4 is an independent prognostic factor and affects immune cell infiltration in patients with colorectal liver oligometastases","authors":"Jiahua He, Weihao Li, Jiayu Wang, Xiaojun Wu, Weili Zhang, Junzhong Lin, Binyi Xiao, Long Yu, Leen Liao, Song Wang, Weifeng Wang, Yuguang Lin, Xuanlin Hong, Yue Xing, Zhizhong Pan, Jianhong Peng","doi":"10.1007/s12094-024-03720-0","DOIUrl":"https://doi.org/10.1007/s12094-024-03720-0","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>Monocarboxylate transporter 4 (MCT4) is a novel biomarker related to the level of immune cell infiltration, but its impact on tumor immune microenvironment (TIME) of colorectal liver oligometastases (CLO) remains unclear. The aim of this study was to assess MCT4 expression in primary tumor and liver oligometastases, investigate its impact on immune cell infiltration and its prognostic value for CLO patients undergoing liver resection.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>We retrospectively selected 135 CLO patients who underwent curative liver resection between June 1999 and December 2016, and samples included 74 primary tumor tissues and 122 liver metastases. Immunohistochemistry (IHC) was performed to detect MCT4 expression in paraffin-embedded specimens and tyramine signal amplification (TSA) was used to detect the density of tumor-infiltrating lymphocytes, including CD3 + , CD8 + and Foxp3 + . Recurrence-free survival (RFS) and overall survival (OS) were analyzed using the Kaplan–Meier method and log-rank test, and independent prognostic factors were identified with Cox regression modeling.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Survival analysis indicated that CLO patients with low MCT4 expression had better 3-year RFS and 3-year OS rates than those with high MCT4 expression. Multivariate analysis indicated that high MCT4 expression was independently associated with poor RFS and OS. High MCT4 expression was associated with a lower number of intratumoral CD3 + /CD8 + T cells and was associated with higher Foxp3 + T cells infiltration. Patients with low MCT4 expression and high levels of differential immune infiltration had longer survival.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>MCT4 overexpression was associated with an unfavorable prognosis in patients with CLO and MCT4 expression level had an impact on intratumoral immune infiltration degree. A novel parameter that combined MCT4 expression level and differential immune infiltration level was constructed to stratify patients with CLO into different risk groups.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142223968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recommendations from the Galician Oncological Society and the Galician Society of Nuclear Medicine for the use of 177Lu-PSMA-617 radioligand-therapy in prostate cancer 加利西亚肿瘤学会和加利西亚核医学学会关于在前列腺癌中使用 177Lu-PSMA-617 放射性配体疗法的建议
Clinical and Translational Oncology Pub Date : 2024-09-12 DOI: 10.1007/s12094-024-03662-7
Ovidio Fernández Calvo, José Muñoz Iglesias, Estephany Abou Jokh Casas, Aura Molina-Díaz, Urbano Anido Herranz, Javier Casas Nebra, Lucía García-Bernardo, Sara Martínez-Breijo, Martín Lázaro-Quintela, Gloria Muñiz-García, Sergio Vázquez-Estevez
{"title":"Recommendations from the Galician Oncological Society and the Galician Society of Nuclear Medicine for the use of 177Lu-PSMA-617 radioligand-therapy in prostate cancer","authors":"Ovidio Fernández Calvo, José Muñoz Iglesias, Estephany Abou Jokh Casas, Aura Molina-Díaz, Urbano Anido Herranz, Javier Casas Nebra, Lucía García-Bernardo, Sara Martínez-Breijo, Martín Lázaro-Quintela, Gloria Muñiz-García, Sergio Vázquez-Estevez","doi":"10.1007/s12094-024-03662-7","DOIUrl":"https://doi.org/10.1007/s12094-024-03662-7","url":null,"abstract":"<p>Theragnostic is a type of precision medicine that uses molecules linked to radioactive isotopes for the diagnosis and treatment of diseases. In recent years, it has gained significant importance to treat neuroendocrine tumors and is currently being used in prostate cancer. Various radiopharmaceuticals have emerged for diagnosing and detecting lesions showing prostate-specific membrane antigen (PSMA) positivity on the Positron emission tomography/computed tomography scan, being the most widely used labeled with [<sup>68</sup>Ga] and [<sup>18</sup>F]. Its use as therapy in prostate cancer (PC) has been assessed in the VISION, TheraP, and PSMAfore clinical trials conducted with the radioligand [<sup>177</sup>Lu]Lu-PSMA-617, demonstrating significant antitumor activity. The aim of this article is to present practical recommendations, based on current available scientific evidence and on a multidisciplinary consensus, for the diagnosis and treatment with [<sup>177</sup>Lu]Lu-PSMA-617 in patients with PC.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of TMEM41A's function in breast cancer prognosis and its connection to immune cell infiltration 研究 TMEM41A 在乳腺癌预后中的功能及其与免疫细胞浸润的关系
Clinical and Translational Oncology Pub Date : 2024-09-12 DOI: 10.1007/s12094-024-03714-y
Fan Fan, Ruiwen Feng, Yuxin Zhang, Xiabin Li, Yan Tang
{"title":"Investigation of TMEM41A's function in breast cancer prognosis and its connection to immune cell infiltration","authors":"Fan Fan, Ruiwen Feng, Yuxin Zhang, Xiabin Li, Yan Tang","doi":"10.1007/s12094-024-03714-y","DOIUrl":"https://doi.org/10.1007/s12094-024-03714-y","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>Globally, breast cancer is the most common type of malignant tumor. It has been demonstrated that TMEM41A is abnormally expressed in a number of cancers and is linked to a dismal prognosis. TMEM41A's involvement in breast cancer remains unknown, though.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>Data from databases such as TCGA were used in this study. Expression differences were compared using non-parametric tests. Cox regression analysis was employed, and analyses such as Nomogram were used to assess the significance of TMEM41A in predicting the prognosis of breast cancer. Lastly, it was looked into how immune cell infiltration in breast cancer is related to TMEM41A expression levels.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>The results suggest that TMEM41A is overexpressed in breast cancer and correlates with poor prognosis (<i>P</i> = 0.01), particularly in early-stage and ductal A breast cancer (<i>P</i> &lt; 0.01). Breast cancer patients' expression of TMEM41A was found to be an independent risk factor (<i>HR</i> = 1.132, 95% <i>CI</i> 1.036–1.237) by multifactorial Cox regression analysis. The Nomogram prediction model's c-index was 0.736 (95% <i>CI</i> 0.684–0.787). The results of GSEA biofunctional enrichment analysis included the B cell receptor signaling pathway (<i>P</i> &lt; 0.05). Ultimately, there was a significant correlation (<i>P</i> &lt; 0.05) between TMEM41A expression in breast cancer and an infiltration of twenty immune cells.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Breast cancer tissues overexpress TMEM41A, which is linked to immune cell infiltration and prognosis (particularly in early stage and luminal A breast cancer). Overexpression of TMEM41A is anticipated to serve as a novel prognostic indicator and therapeutic target for breast cancer.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of smoking on the recurrence and progression of non-muscle-invasive bladder cancer 吸烟对非肌层浸润性膀胱癌复发和进展的影响
Clinical and Translational Oncology Pub Date : 2024-09-12 DOI: 10.1007/s12094-024-03694-z
Chaohu Chen, Guangrui Fan, Pan Li, Enguang Yang, Suoshi Jing, Yibo Shi, Yuwen Gong, Luyang Zhang, Zhiping Wang
{"title":"Effect of smoking on the recurrence and progression of non-muscle-invasive bladder cancer","authors":"Chaohu Chen, Guangrui Fan, Pan Li, Enguang Yang, Suoshi Jing, Yibo Shi, Yuwen Gong, Luyang Zhang, Zhiping Wang","doi":"10.1007/s12094-024-03694-z","DOIUrl":"https://doi.org/10.1007/s12094-024-03694-z","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>It is well established that smoking is the most significant risk factor for bladder cancer, yet the impact of smoking on the recurrence and progression of non-muscle-invasive bladder cancer (NMIBC) remains a contentious issue.</p><h3 data-test=\"abstract-sub-heading\">Objective</h3><p>To review all relevant literature published to date, providing a comprehensive assessment of the effects of smoking on the recurrence and progression of NMIBC, thereby offering a basis for smoking cessation management in NMIBC patients.</p><h3 data-test=\"abstract-sub-heading\"> Methods</h3><p>A search was conducted for all relevant literature published up to April 2024 in PubMed, Web of Science, and Embase databases. The existing literature results and deficiencies were analyzed, and the gaps in understanding between different studies were highlighted, with recommendations for future research.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>A total of 24 studies were included in this work. Among them, 14 studies suggested that smoking promotes the recurrence and progression of NMIBC, while another 10 studies concluded that smoking has no effect on the recurrence and progression of NMIBC patients.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Our research indicates that smoking increases the risk of recurrence and progression in NMIBC patients, and quitting smoking can improve health-related quality of life. High-quality, large-sample prospective cohort studies (or randomized controlled studies) are still needed in the future.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying patients who benefit more from perioperative immunotherapy combinations for resectable non-small cell lung cancer based on clinical and molecular characteristics: a meta-analysis of randomized clinical trials 根据临床和分子特征识别可切除非小细胞肺癌围手术期免疫疗法联合疗法的受益患者:随机临床试验的荟萃分析
Clinical and Translational Oncology Pub Date : 2024-09-12 DOI: 10.1007/s12094-024-03712-0
Yunchang Meng, Hedong Han, Suhua Zhu, Chuling Li, Huijuan Li, Zhaofeng Wang, Ranpu Wu, Yimin Wang, Qingfeng Zhang, Yanzhuo Gong, Yong Song, Tangfeng Lv, Hongbing Liu
{"title":"Identifying patients who benefit more from perioperative immunotherapy combinations for resectable non-small cell lung cancer based on clinical and molecular characteristics: a meta-analysis of randomized clinical trials","authors":"Yunchang Meng, Hedong Han, Suhua Zhu, Chuling Li, Huijuan Li, Zhaofeng Wang, Ranpu Wu, Yimin Wang, Qingfeng Zhang, Yanzhuo Gong, Yong Song, Tangfeng Lv, Hongbing Liu","doi":"10.1007/s12094-024-03712-0","DOIUrl":"https://doi.org/10.1007/s12094-024-03712-0","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Purpose</h3><p>This study aims to identify patient subgroups who benefit more from perioperative immunotherapy combined with chemotherapy (IO-CT) based on clinical and molecular characteristics in resectable non-small cell lung cancer (NSCLC).</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>Randomized controlled trials (RCTs) on perioperative IO-CT were searched. Beneficial differences of IO-CT regimens across different patient subgroups were assessed by pooling trial-specific ratios in event-free survival (EFS), overall survival (OS), pathological complete response (pCR), and major pathological response (MPR).</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Six studies (<i>n</i> = 3003) involving five IO-CT regimens were included. Compared to CT alone, all IO-CT regimens significantly improved EFS, OS, MPR, and pCR, but increased toxicity. Toripa-chemo showed the best EFS and nivo-chemo showed the best OS. Patients with PD-L1 ≥ 1% had more EFS benefits compared to those with PD-L1 &lt; 1% (HR [hazard ratio]: 1.55, 95% CI 1.17–2.04). Squamous NSCLC patients had significantly more pCR and MPR benefits than non-squamous NSCLC patients (pCR: OR [odds ratio] 0.68, 95% CI 0.49–0.95; MPR: OR 0.61, 95% CI 0.45–0.82). Former smokers had significantly higher pCR benefits than non-smokers (OR: 2.18; 95% CI 1.21–3.92). Additionally, OS benefit was significantly higher in patients &lt; 65 years compared to those ≥ 65 years (HR ratio: 0.59, 95% CI 0.36–0.95). For MPR, males benefited significantly more from IO-CT compared to females (OR: 1.69, 95% CI 1.18–2.42).</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>Perioperative IO-CT is more effective but more toxic than CT alone in resectable NSCLC. Patients with PD-L1 ≥ 1%, squamous NSCLC, a history of smoking, age &lt; 65 years and male gender may experience greater benefits from perioperative IO-CT.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-dose vitamin C as a metabolic treatment of cancer: a new dimension in the era of adjuvant and intensive therapy 大剂量维生素 C 作为癌症代谢疗法:辅助和强化治疗时代的新维度
Clinical and Translational Oncology Pub Date : 2024-09-11 DOI: 10.1007/s12094-024-03553-x
Xin Wang, Jia He, Minmin Sun, Shiwan Wang, Jinxiu Qu, Hanping Shi, Benqiang Rao
{"title":"High-dose vitamin C as a metabolic treatment of cancer: a new dimension in the era of adjuvant and intensive therapy","authors":"Xin Wang, Jia He, Minmin Sun, Shiwan Wang, Jinxiu Qu, Hanping Shi, Benqiang Rao","doi":"10.1007/s12094-024-03553-x","DOIUrl":"https://doi.org/10.1007/s12094-024-03553-x","url":null,"abstract":"<p>The anti-cancer mechanism of High-dose Vitamin C (HDVC) is mainly to participate in the Fenton reaction, hydroxylation reaction, and epigenetic modification, which leads to the energy crisis, metabolic collapse, and severe peroxidation stress that results in the proliferation inhibition or death of cancer cells. However, the mainstream view is that HDVC does not significantly improve cancer treatment outcomes. In clinical work and scientific research, we found that some drugs or therapies can significantly improve the anti-cancer effects of HDVC, such as PD-1 inhibitors that can increase the anti-cancer effects of cancerous HDVC by nearly three times. Here, the adjuvant and intensive therapy and synergistic mechanisms including HDVC combined application of chemoradiotherapies multi-vitamins, targeted drugs, immunotherapies, and oncolytic virus are discussed in detail. Adjuvant and intensive therapy of HDVC can significantly improve the therapeutic effect of HDVC in the metabolic treatment of cancer, but more clinical evidence is needed to support its clinical application.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using machine learning methods to investigate the impact of age on the causes of death in patients with early intrahepatic cholangiocarcinoma who underwent surgery 使用机器学习方法研究年龄对接受手术的早期肝内胆管癌患者死亡原因的影响
Clinical and Translational Oncology Pub Date : 2024-09-11 DOI: 10.1007/s12094-024-03716-w
Shiqin Song, Shixiong Song, Huarong Zhao, Shike Huang, Xinghua Xiao, Xiaobo Lv, Yuehong Deng, Yiyin Tao, Yanlin Liu, Ke Su, Shansha Cheng
{"title":"Using machine learning methods to investigate the impact of age on the causes of death in patients with early intrahepatic cholangiocarcinoma who underwent surgery","authors":"Shiqin Song, Shixiong Song, Huarong Zhao, Shike Huang, Xinghua Xiao, Xiaobo Lv, Yuehong Deng, Yiyin Tao, Yanlin Liu, Ke Su, Shansha Cheng","doi":"10.1007/s12094-024-03716-w","DOIUrl":"https://doi.org/10.1007/s12094-024-03716-w","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>The impact of age on the causes of death (CODs) in patients with early-stage intrahepatic cholangiocarcinoma (ICC) who had undergone surgery was analyzed in this study.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>A total of 1555 patients (885 in the older group and 670 in the younger group) were included in this study. Before and after applying inverse probability of treatment weighting (IPTW), the different CODs in the 2 groups were further investigated. Additionally, 7 different machine learning models were used as predictive tools to identify key variables, aiming to evaluate the therapeutic outcome in early ICC patients undergoing surgery.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Before (5.92 vs. 4.08 years, <i>P</i> &lt; 0.001) and after (6.00 vs. 4.08 years, <i>P</i> &lt; 0.001) IPTW, the younger group consistently showed longer overall survival (OS) compared with the older group. Before IPTW, there were no significant differences in cholangiocarcinoma-related deaths (CRDs, <i>P</i> = 0.7) and secondary malignant neoplasms (SMNs, <i>P</i> = 0.78) between the 2 groups. However, the younger group had a lower cumulative incidence of cardiovascular disease (CVD, <i>P</i> = 0.006) and other causes (<i>P</i> &lt; 0.001) compared with the older group. After IPTW, there were no differences between the 2 groups in CRDs (<i>P</i> = 0.2), SMNs (<i>P</i> = 0.7), and CVD (<i>P</i> = 0.1). However, the younger group had a lower cumulative incidence of other CODs compared with the older group (<i>P</i> &lt; 0.001). The random forest (RF) model showed the highest C-index of 0.703. Time-dependent variable importance bar plots showed that age was the most important factor affecting the 2-, 4-, and 6-year survival, followed by stage and size.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Our study confirmed that younger patients have longer OS compared with older patients. Further analysis of the CODs indicated that older patients are more likely to die from CVDs. The RF model demonstrated the best predictive performance and identified age as the most important factor affecting OS in early ICC patients undergoing surgery.</p>","PeriodicalId":10166,"journal":{"name":"Clinical and Translational Oncology","volume":"307 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142223941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Silencing APLNR enhances the radiosensitivity of prostate cancer by modulating the PI3K/AKT/mTOR signaling pathway 沉默 APLNR 可通过调节 PI3K/AKT/mTOR 信号通路增强前列腺癌的放射敏感性
Clinical and Translational Oncology Pub Date : 2024-09-10 DOI: 10.1007/s12094-024-03692-1
Peng Li, Yanfang Cui, Keyao Hu, Xiaofei Wang, Yizhi Yu
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