首页 > 最新文献

Translational cancer research最新文献

英文 中文
Targeting breast cancer resistance protein (BCRP/ABCG2) in cancer. 靶向乳腺癌耐药蛋白(BCRP/ABCG2)在癌症中的作用。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-12 DOI: 10.21037/tcr-24-1129
Rouan Chen, Yue Yu, Ruixin Liu, Qian Chen

Breast cancer is one of the most common cancers among women. Nowadays postoperative adjuvant chemotherapy is the mainstay for clinical treatment of breast cancer. However, the emergence of multidrug resistance (MDR) in breast cancer has become a main reason for the failure of clinical chemotherapy. Multiple studies have demonstrated that the formation of MDR in breast cancer is combined with ATP-binding transporters, which are the proteins that can lead to the drug resistance by pumping out chemotherapeutic drugs to reduce their intracellular accumulation. This kind of protein mainly includes P-glycoprotein (Pgp, ABCB1, MDR1), multidrug resistance-associated protein (MRP-1, ABCC1) and breast cancer resistance protein (BCRP, ABCG2). The former two transporters have been investigated deeply and widely, while the molecular mechanism of BCRP regulation of breast cancer drug resistance has relatively not much been explored in the area of breast cancer. How to design a novel, effective and non-toxic BCRP inhibitor to reverse the MDR of breast cancer, and boost the success rate of chemotherapy is a serious challenge at present. A detailed overview of the molecular role of BCRP-mediated breast cancer MDR and its inhibitors reported in recent years is provided in this article. The expectation is to provide ideas for clinically addressing MDR in breast cancer, and further guide the direction for the development of new anti-breast cancer drugs and reversal of breast cancer MDR drugs.

乳腺癌是女性中最常见的癌症之一。目前,乳腺癌术后辅助化疗是临床治疗的主要手段。然而,乳腺癌多药耐药(MDR)的出现已成为临床化疗失败的主要原因。多项研究表明,乳腺癌中耐多药的形成与atp结合转运蛋白相结合,atp结合转运蛋白通过泵出化疗药物以减少其细胞内积聚而导致耐药。这类蛋白主要包括p糖蛋白(Pgp、ABCB1、MDR1)、多药耐药相关蛋白(MRP-1、ABCC1)和乳腺癌耐药蛋白(BCRP、ABCG2)。前两种转运体的研究已经深入而广泛,而BCRP调控乳腺癌耐药的分子机制在乳腺癌领域的研究相对较少。如何设计一种新颖、有效、无毒的BCRP抑制剂来逆转乳腺癌的耐多药,提高化疗的成功率是目前面临的严峻挑战。本文详细概述了近年来报道的bcrp介导的乳腺癌耐多药及其抑制剂的分子作用。期望为临床解决乳腺癌耐多药问题提供思路,并进一步为抗乳腺癌新药的开发和乳腺癌耐多药药物的逆转提供方向指导。
{"title":"Targeting breast cancer resistance protein (BCRP/ABCG2) in cancer.","authors":"Rouan Chen, Yue Yu, Ruixin Liu, Qian Chen","doi":"10.21037/tcr-24-1129","DOIUrl":"10.21037/tcr-24-1129","url":null,"abstract":"<p><p>Breast cancer is one of the most common cancers among women. Nowadays postoperative adjuvant chemotherapy is the mainstay for clinical treatment of breast cancer. However, the emergence of multidrug resistance (MDR) in breast cancer has become a main reason for the failure of clinical chemotherapy. Multiple studies have demonstrated that the formation of MDR in breast cancer is combined with ATP-binding transporters, which are the proteins that can lead to the drug resistance by pumping out chemotherapeutic drugs to reduce their intracellular accumulation. This kind of protein mainly includes P-glycoprotein (Pgp, <i>ABCB1</i>, MDR1), multidrug resistance-associated protein (MRP-1, <i>ABCC1</i>) and breast cancer resistance protein (BCRP, <i>ABCG2</i>). The former two transporters have been investigated deeply and widely, while the molecular mechanism of BCRP regulation of breast cancer drug resistance has relatively not much been explored in the area of breast cancer. How to design a novel, effective and non-toxic BCRP inhibitor to reverse the MDR of breast cancer, and boost the success rate of chemotherapy is a serious challenge at present. A detailed overview of the molecular role of BCRP-mediated breast cancer MDR and its inhibitors reported in recent years is provided in this article. The expectation is to provide ideas for clinically addressing MDR in breast cancer, and further guide the direction for the development of new anti-breast cancer drugs and reversal of breast cancer MDR drugs.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6550-6564"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651813/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prognostic significance of B cell senescence-associated genes as risk markers in prostate adenocarcinoma. B细胞衰老相关基因作为前列腺癌危险标志物的预后意义。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-27 DOI: 10.21037/tcr-24-724
Huaiying Zheng, Wei Jiang, Shaoxing Zhu, Xiaobao Chen

Background: Prostate adenocarcinoma (PRAD) is a common male urinary system cancer, and its targeted treatment is difficult. This study aimed to investigate the value of B cell senescence-related genes in PRAD prognosis.

Methods: PRAD sample expression and clinical information were downloaded from The Cancer Genome Atlas (TCGA) Program and Gene Expression Omnibus (GEO) databases, and B cell senescence-related gene sets were obtained from the Genecards library. The prognostic model was constructed by univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses of PRAD differentially expressed genes significantly related to B cell senescence. The Kaplan-Meier (K-M) survival curve and receiver operating characteristic (ROC) curve were drawn to verify the survival rate difference between the high and low risk score groups of the model. The differences of immune characteristics between high and low risk groups were evaluated by single sample gene set enrichment analysis (ssGSEA), ESTIMATE and CIBERSORT. The tumor mutation burden (TMB) score was used to assess the variation in genomic mutations across the groups. Small molecule drugs were screened through the GDSC library. Ultimately, in order to examine the risk assessment model's practicality, a nomogram was created.

Results: Three genes WNT16, INS and BMP2 related to PRAD progression and B cell senescence were selected to construct a prognostic risk assessment model. The K-M survival curve and ROC curve verified the good performance in evaluating the prognosis of patients. In terms of immune characteristics, the high-risk score group of the model showed a higher overall immune score and immune cell infiltration level, and the high-risk group showed a relatively higher TP53 and TTN mutation frequency. Drug sensitivity analysis showed that the high-risk group had higher resistance to Camptothecin, Cisplatin and WIKI4 drugs. At last, the nomogram that is created using pathological characteristics in conjunction with the risk score can reliably assess the prognosis of patients with PRAD.

Conclusions: This study constructed and verified a B cell senescence-related gene model that can predict prognosis of PRAD. More importantly, it provides a reference standard for guiding the prognosis of PRAD patients.

背景:前列腺腺癌(PRAD)是一种常见的男性泌尿系统肿瘤,其靶向治疗难度较大。本研究旨在探讨B细胞衰老相关基因在PRAD预后中的价值。方法:从The Cancer Genome Atlas (TCGA) Program和Gene expression Omnibus (GEO)数据库中下载PRAD样本表达和临床信息,从Genecards文库中获取B细胞衰老相关基因集。通过对与B细胞衰老相关的PRAD差异表达基因进行单因素、最小绝对收缩和选择算子(LASSO)和多因素Cox回归分析,构建预后模型。绘制Kaplan-Meier (K-M)生存曲线和受试者工作特征(ROC)曲线,验证模型高、低风险评分组生存率差异。采用单样本基因集富集分析(ssGSEA)、ESTIMATE和CIBERSORT评估高、低危组免疫特性差异。肿瘤突变负荷(TMB)评分用于评估组间基因组突变的差异。通过GDSC文库筛选小分子药物。最后,为了检验风险评估模型的实用性,我们创建了一个nomogram。结果:选择与PRAD进展和B细胞衰老相关的3个基因WNT16、INS和BMP2构建预后风险评估模型。K-M生存曲线和ROC曲线验证了评价患者预后的良好性能。在免疫特性方面,模型高危评分组整体免疫评分和免疫细胞浸润水平较高,高危评分组TP53和TTN突变频率较高。药物敏感性分析显示,高危组对喜树碱、顺铂、WIKI4类药物耐药较高。最后,结合病理特征和风险评分创建的nomogram (nomogram)可以可靠地评估PRAD患者的预后。结论:本研究构建并验证了可预测PRAD预后的B细胞衰老相关基因模型。更重要的是为指导PRAD患者的预后提供了参考标准。
{"title":"Prognostic significance of B cell senescence-associated genes as risk markers in prostate adenocarcinoma.","authors":"Huaiying Zheng, Wei Jiang, Shaoxing Zhu, Xiaobao Chen","doi":"10.21037/tcr-24-724","DOIUrl":"10.21037/tcr-24-724","url":null,"abstract":"<p><strong>Background: </strong>Prostate adenocarcinoma (PRAD) is a common male urinary system cancer, and its targeted treatment is difficult. This study aimed to investigate the value of B cell senescence-related genes in PRAD prognosis.</p><p><strong>Methods: </strong>PRAD sample expression and clinical information were downloaded from The Cancer Genome Atlas (TCGA) Program and Gene Expression Omnibus (GEO) databases, and B cell senescence-related gene sets were obtained from the Genecards library. The prognostic model was constructed by univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analyses of PRAD differentially expressed genes significantly related to B cell senescence. The Kaplan-Meier (K-M) survival curve and receiver operating characteristic (ROC) curve were drawn to verify the survival rate difference between the high and low risk score groups of the model. The differences of immune characteristics between high and low risk groups were evaluated by single sample gene set enrichment analysis (ssGSEA), ESTIMATE and CIBERSORT. The tumor mutation burden (TMB) score was used to assess the variation in genomic mutations across the groups. Small molecule drugs were screened through the GDSC library. Ultimately, in order to examine the risk assessment model's practicality, a nomogram was created.</p><p><strong>Results: </strong>Three genes <i>WNT16</i>, <i>INS</i> and <i>BMP2</i> related to PRAD progression and B cell senescence were selected to construct a prognostic risk assessment model. The K-M survival curve and ROC curve verified the good performance in evaluating the prognosis of patients. In terms of immune characteristics, the high-risk score group of the model showed a higher overall immune score and immune cell infiltration level, and the high-risk group showed a relatively higher TP53 and TTN mutation frequency. Drug sensitivity analysis showed that the high-risk group had higher resistance to Camptothecin, Cisplatin and WIKI4 drugs. At last, the nomogram that is created using pathological characteristics in conjunction with the risk score can reliably assess the prognosis of patients with PRAD.</p><p><strong>Conclusions: </strong>This study constructed and verified a B cell senescence-related gene model that can predict prognosis of PRAD. More importantly, it provides a reference standard for guiding the prognosis of PRAD patients.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"5771-5783"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651796/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The expression and prognostic value of IFIT3 in esophageal squamous cell carcinoma. IFIT3在食管鳞癌中的表达及预后价值。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-01 DOI: 10.21037/tcr-24-233
Jiawang Cao, Qipeng Zhang, Yiwen Xuan, Zhuan Ou, Qinghua Yu, Daoqi Zhu, Enwu Xu

Background: Esophageal squamous cell carcinoma (ESCC) is a malignancy for which the incidence and mortality rates are among the highest worldwide. This study aimed to look for potential biomarkers that affect the prognosis of patients with ESCC.

Methods: The target gene IFIT3 was screened through differential expression gene analysis, cluster analysis, enrichment analysis, and construction of a protein-protein interaction (PPI) network, and then validated through clinical patient tissue RNA extraction and reverse transcription quantitative polymerase chain reaction (qRT-PCR). The Mann-Whitney U test and Kaplan-Meier analysis were used to investigate the correlation between the relative expression of IFIT3 and the clinical pathological information and prognosis of ESCC patients.

Results: Gene Expression Omnibus (GEO) detected 279 differentially expressed genes (DEGs) in ESCC and paracancerous tissues. Cluster analysis and enrichment analysis showed that cluster 4 played an important role in immune-related functions. PPI network analysis showed that IFIT3 was the hub gene in cluster 4. Clinical patient tissue samples confirmed the differential expression of IFIT3 in ESCC and paracancerous tissues. Mann-Whitney U test showed that the relative expression of IFIT3 was significantly correlated with clinicopathological information in patients with ESCC. Kaplan-Meier survival analysis showed that the disease-free survival (DFS) time and overall survival (OS) time of patients with low expression of IFIT3 were significantly longer than those of patients with high expression of IFIT3, and the correlations were more significant in some subgroups. The Cox proportional hazards model showed that lymph node metastasis was an independent risk factor for the prognosis of ESCC patients.

Conclusions: IFIT3 is differentially expressed in the cancerous and paracancerous tissues of ESCC, and the relative expression level of IFIT3 is correlated with the clinical pathological characteristics and prognosis of ESCC. IFIT3 can be used as a potential biomarker for patient risk stratification and local regional metastasis in ESCC.

背景:食管鳞状细胞癌(ESCC)是世界上发病率和死亡率最高的恶性肿瘤。本研究旨在寻找影响ESCC患者预后的潜在生物标志物。方法:通过差异表达基因分析、聚类分析、富集分析和构建蛋白-蛋白相互作用(PPI)网络筛选靶基因IFIT3,然后通过临床患者组织RNA提取和逆转录定量聚合酶链反应(qRT-PCR)进行验证。采用Mann-Whitney U检验和Kaplan-Meier分析探讨IFIT3相对表达与ESCC患者临床病理信息及预后的相关性。结果:GEO在ESCC及癌旁组织中检测到279个差异表达基因(DEGs)。聚类分析和富集分析表明,聚类4在免疫相关功能中起重要作用。PPI网络分析显示IFIT3是聚类4的枢纽基因。临床患者组织样本证实了IFIT3在ESCC和癌旁组织中的差异表达。Mann-Whitney U检验显示,IFIT3的相对表达与ESCC患者的临床病理信息显著相关。Kaplan-Meier生存分析显示,IFIT3低表达患者的无病生存期(DFS)和总生存期(OS)均明显长于IFIT3高表达患者,且在部分亚组中相关性更为显著。Cox比例风险模型显示,淋巴结转移是影响ESCC患者预后的独立危险因素。结论:IFIT3在ESCC癌组织和癌旁组织中存在差异表达,IFIT3的相对表达水平与ESCC的临床病理特征及预后相关。IFIT3可以作为ESCC患者风险分层和局部区域转移的潜在生物标志物。
{"title":"The expression and prognostic value of <i>IFIT3</i> in esophageal squamous cell carcinoma.","authors":"Jiawang Cao, Qipeng Zhang, Yiwen Xuan, Zhuan Ou, Qinghua Yu, Daoqi Zhu, Enwu Xu","doi":"10.21037/tcr-24-233","DOIUrl":"10.21037/tcr-24-233","url":null,"abstract":"<p><strong>Background: </strong>Esophageal squamous cell carcinoma (ESCC) is a malignancy for which the incidence and mortality rates are among the highest worldwide. This study aimed to look for potential biomarkers that affect the prognosis of patients with ESCC.</p><p><strong>Methods: </strong>The target gene <i>IFIT3</i> was screened through differential expression gene analysis, cluster analysis, enrichment analysis, and construction of a protein-protein interaction (PPI) network, and then validated through clinical patient tissue RNA extraction and reverse transcription quantitative polymerase chain reaction (qRT-PCR). The Mann-Whitney <i>U</i> test and Kaplan-Meier analysis were used to investigate the correlation between the relative expression of <i>IFIT3</i> and the clinical pathological information and prognosis of ESCC patients.</p><p><strong>Results: </strong>Gene Expression Omnibus (GEO) detected 279 differentially expressed genes (DEGs) in ESCC and paracancerous tissues. Cluster analysis and enrichment analysis showed that cluster 4 played an important role in immune-related functions. PPI network analysis showed that <i>IFIT3</i> was the hub gene in cluster 4. Clinical patient tissue samples confirmed the differential expression of <i>IFIT3</i> in ESCC and paracancerous tissues. Mann-Whitney <i>U</i> test showed that the relative expression of <i>IFIT3</i> was significantly correlated with clinicopathological information in patients with ESCC. Kaplan-Meier survival analysis showed that the disease-free survival (DFS) time and overall survival (OS) time of patients with low expression of <i>IFIT3</i> were significantly longer than those of patients with high expression of <i>IFIT3</i>, and the correlations were more significant in some subgroups. The Cox proportional hazards model showed that lymph node metastasis was an independent risk factor for the prognosis of ESCC patients.</p><p><strong>Conclusions: </strong><i>IFIT3</i> is differentially expressed in the cancerous and paracancerous tissues of ESCC, and the relative expression level of <i>IFIT3</i> is correlated with the clinical pathological characteristics and prognosis of ESCC. <i>IFIT3</i> can be used as a potential biomarker for patient risk stratification and local regional metastasis in ESCC.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6219-6234"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651788/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Immunotherapy for locally advanced and metastatic basal cell carcinoma: a narrative review. 局部晚期和转移性基底细胞癌的免疫治疗:叙述回顾。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-06 DOI: 10.21037/tcr-24-742
Xiaoqing Li, Hongru Wang, Qingli Lu

Background and objective: Basal cell carcinoma (BCC) is the most common malignancy of humankind, characterized by its low propensity for metastasis and its high recurrence rate. Surgical intervention is the predominant therapeutic approach. However, for cases of locally advanced BCC (laBCC) and metastatic BCC (mBCC), systematic therapy may be the first option. In recent years, tumor immunotherapy has garnered significant attention within the scientific community. And it has progressively demonstrated its efficacy in the treatment of laBCC and mBCC. This review aims to summarize the characteristics of immune microenvironment, biomarkers, and immunotherapies of BCC, and provide a reference for further research on BCC immunotherapy.

Methods: We searched literature in PubMed database and Web of Science and considered all study types written in English from 2013 to 2024.

Key content and findings: The alteration of the immune microenvironment is a pivotal factor in the progression of BCC. The expression levels of sex determining region Y (SRY)-box 2 (SOX2) and matrix metalloproteinases (MMPs) have emerged as potential prognostic biomarkers for BCC. And they are promising therapeutic targets for laBCC and mBCC. For patients presenting with laBCC or mBCC, a spectrum of immunotherapeutic approaches is being explored, including inhibition of the programmed death receptor 1 (PD-1) and programmed death ligand 1 (PD-L1), blockade of cytotoxic T-lymphocyte antigen 4 (CTLA-4), lymphocyte activation gene 3 (LAG-3) inhibition therapy, the use of chimeric antigen receptor (CAR)-T cells, and vaccination. Cemiplimab is the first immune checkpoint inhibitor (ICI) approved by the Food and Drug Administration for refractory BCC, marking a major breakthrough in BCC immunotherapy.

Conclusions: Immunotherapies have shown efficacy in clinical studies. In the future, more multicenter studies with large samples are needed to further explore the efficacy and safety of immunotherapy for BCC.

背景与目的:基底细胞癌(Basal cell carcinoma, BCC)是人类最常见的恶性肿瘤,具有低转移倾向和高复发率的特点。手术干预是主要的治疗方法。然而,对于局部晚期BCC (laBCC)和转移性BCC (mBCC)病例,系统治疗可能是第一选择。近年来,肿瘤免疫治疗在科学界引起了极大的关注。在laBCC和mBCC的治疗中已逐渐显示出其疗效。本文就BCC的免疫微环境、生物标志物、免疫治疗等方面的特点进行综述,为BCC免疫治疗的进一步研究提供参考。方法:检索2013年至2024年PubMed数据库和Web of Science的文献,考虑所有用英文撰写的研究类型。关键内容和发现:免疫微环境的改变是BCC发展的关键因素。性别决定区Y (SRY)-box 2 (SOX2)和基质金属蛋白酶(MMPs)的表达水平已成为BCC的潜在预后生物标志物。它们是laBCC和mBCC的有希望的治疗靶点。对于出现laBCC或mBCC的患者,正在探索一系列免疫治疗方法,包括抑制程序性死亡受体1 (PD-1)和程序性死亡配体1 (PD-L1),阻断细胞毒性t淋巴细胞抗原4 (CTLA-4),淋巴细胞活化基因3 (LAG-3)抑制治疗,使用嵌合抗原受体(CAR)-T细胞,以及接种疫苗。Cemiplimab是美国食品和药物管理局(fda)批准用于难治性BCC的首个免疫检查点抑制剂(ICI),标志着BCC免疫治疗的重大突破。结论:免疫疗法在临床研究中显示出疗效。未来需要更多的多中心大样本研究来进一步探讨免疫治疗BCC的有效性和安全性。
{"title":"Immunotherapy for locally advanced and metastatic basal cell carcinoma: a narrative review.","authors":"Xiaoqing Li, Hongru Wang, Qingli Lu","doi":"10.21037/tcr-24-742","DOIUrl":"10.21037/tcr-24-742","url":null,"abstract":"<p><strong>Background and objective: </strong>Basal cell carcinoma (BCC) is the most common malignancy of humankind, characterized by its low propensity for metastasis and its high recurrence rate. Surgical intervention is the predominant therapeutic approach. However, for cases of locally advanced BCC (laBCC) and metastatic BCC (mBCC), systematic therapy may be the first option. In recent years, tumor immunotherapy has garnered significant attention within the scientific community. And it has progressively demonstrated its efficacy in the treatment of laBCC and mBCC. This review aims to summarize the characteristics of immune microenvironment, biomarkers, and immunotherapies of BCC, and provide a reference for further research on BCC immunotherapy.</p><p><strong>Methods: </strong>We searched literature in PubMed database and Web of Science and considered all study types written in English from 2013 to 2024.</p><p><strong>Key content and findings: </strong>The alteration of the immune microenvironment is a pivotal factor in the progression of BCC. The expression levels of sex determining region Y (SRY)-box 2 (SOX2) and matrix metalloproteinases (MMPs) have emerged as potential prognostic biomarkers for BCC. And they are promising therapeutic targets for laBCC and mBCC. For patients presenting with laBCC or mBCC, a spectrum of immunotherapeutic approaches is being explored, including inhibition of the programmed death receptor 1 (PD-1) and programmed death ligand 1 (PD-L1), blockade of cytotoxic T-lymphocyte antigen 4 (CTLA-4), lymphocyte activation gene 3 (LAG-3) inhibition therapy, the use of chimeric antigen receptor (CAR)-T cells, and vaccination. Cemiplimab is the first immune checkpoint inhibitor (ICI) approved by the Food and Drug Administration for refractory BCC, marking a major breakthrough in BCC immunotherapy.</p><p><strong>Conclusions: </strong>Immunotherapies have shown efficacy in clinical studies. In the future, more multicenter studies with large samples are needed to further explore the efficacy and safety of immunotherapy for BCC.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6565-6575"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651781/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The prognosis and treatment consideration for non-small cell lung carcinoma patients with tumor size of >2.0-3.0 cm and visceral pleural invasion: a SEER-based study. 肿瘤大小为>2.0 ~ 3.0 cm并内脏性胸膜侵犯的非小细胞肺癌患者的预后及治疗考虑:基于seer的研究。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-27 DOI: 10.21037/tcr-24-33
Xirui Lin, Haijie Xu, Jianrong Chen, Jiaying Wu, Jiong Lin, Hansheng Wu

Background: Lung cancer is the most prevailing oncological disease worldwide. Visceral pleural invasion (VPI) has been proven to be a poor prognosis factor for early-stage non-small cell lung carcinoma (NSCLC) patients. However, there remains some debate regarding whether NSCLC patients with tumor size (TS) ranging from >2.0 to 3.0 cm and VPI should be considered for postoperative treatment. This study compared the prognosis of T2a and T2b NSCLC patients, specifically focusing on those with VPI and TS ranging from >2.0-3.0 cm to emphasize the severity of the disease. Additionally, the impact of adjuvant therapies on the outcome of these patients was discussed.

Methods: This retrospective research utilized data from the Surveillance, Epidemiology, and End Results (SEER) database, which provided a comprehensive dataset of 10,452 patients diagnosed with pN0M0 NSCLC with TS intervals of >2.0-5.0 cm between 2010 and 2019. The SEER database, renowned for its expansive and population-based cancer data, provides a robust platform for researchers to access a large cohort of patients diagnosed with NSCLC. Survival probabilities were calculated by the Kaplan-Meier method and compared between groups with Log-rank test. Univariate and multivariate logistic analyses were used to identify independent risk factors of VPI.

Results: Patients with NSCLC and TS between >2.0 and 3.0 cm, along with VPI, had a worse 5-year overall survival rate compared to those at T2a stage (49.1% vs. 56.8%, P=0.03) and T2b stage (45.4% vs. 64.2%, P<0.0001). However, no statistical significance was observed when comparing patients with TS range between >2.0 and 3.0 cm and presenting with VPI to those staged T2b and received adjuvant chemotherapy (48.4% vs. 48.5%, P=0.54). Patients with clinical stage of T1c and VPI positive had significantly better prognosis after receiving chemotherapy (34.5% vs. 55.2%, P<0.001). Logistic analysis indicated that age older than 65 years old, poor differentiated and undifferentiated, as well as sub-lobectomy resection were independent risk factors for VPI in NSCLC.

Conclusions: Postoperative chemotherapy can improve the prognosis of patients with TS ranging from >2.0 to 3.0 cm with VPI. According to the analysis of OS based on the postoperative chemotherapy, patients with NSCLC featuring TS extend from >2.0 to 3.0 cm and VPI may be classified within stage IIA. Consequently, the consideration of postoperative chemotherapy for this patient cohort may be warranted.

背景:肺癌是世界上最常见的肿瘤疾病。内脏胸膜侵犯(VPI)已被证明是早期非小细胞肺癌(NSCLC)患者预后不良的因素。然而,对于肿瘤大小(TS)介于>2.0 ~ 3.0 cm和VPI的NSCLC患者是否应该考虑术后治疗,仍存在一些争论。本研究比较了T2a和T2b NSCLC患者的预后,特别关注VPI和TS在>2.0-3.0 cm之间的患者,以强调疾病的严重程度。此外,还讨论了辅助治疗对这些患者预后的影响。方法:本回顾性研究利用来自监测、流行病学和最终结果(SEER)数据库的数据,该数据库提供了2010年至2019年期间10,452例诊断为pN0M0 NSCLC的患者的综合数据集,TS间隔为>2.0-5.0 cm。SEER数据库以其广泛和基于人群的癌症数据而闻名,为研究人员提供了一个强大的平台,可以访问大量被诊断为非小细胞肺癌的患者。生存率采用Kaplan-Meier法计算,组间比较采用Log-rank检验。采用单因素和多因素logistic分析确定VPI的独立危险因素。结果:与T2a期(49.1% vs. 56.8%, P=0.03)和T2b期(45.4% vs. 64.2%, P2.0和3.0 cm)相比,伴有VPI的NSCLC和TS患者的5年总生存率(48.4% vs. 48.5%, P=0.54)较差。临床分期T1c和VPI阳性患者接受化疗后预后明显较好(34.5% vs. 55.2%)。结论:术后化疗可改善>2.0 ~ 3.0 cm伴有VPI的TS患者预后。根据术后化疗的OS分析,伴有TS的NSCLC患者从>扩展到3.0 cm, VPI可归为IIA期。因此,考虑术后化疗的患者队列可能是有保证的。
{"title":"The prognosis and treatment consideration for non-small cell lung carcinoma patients with tumor size of >2.0-3.0 cm and visceral pleural invasion: a SEER-based study.","authors":"Xirui Lin, Haijie Xu, Jianrong Chen, Jiaying Wu, Jiong Lin, Hansheng Wu","doi":"10.21037/tcr-24-33","DOIUrl":"10.21037/tcr-24-33","url":null,"abstract":"<p><strong>Background: </strong>Lung cancer is the most prevailing oncological disease worldwide. Visceral pleural invasion (VPI) has been proven to be a poor prognosis factor for early-stage non-small cell lung carcinoma (NSCLC) patients. However, there remains some debate regarding whether NSCLC patients with tumor size (TS) ranging from >2.0 to 3.0 cm and VPI should be considered for postoperative treatment. This study compared the prognosis of T2a and T2b NSCLC patients, specifically focusing on those with VPI and TS ranging from >2.0-3.0 cm to emphasize the severity of the disease. Additionally, the impact of adjuvant therapies on the outcome of these patients was discussed.</p><p><strong>Methods: </strong>This retrospective research utilized data from the Surveillance, Epidemiology, and End Results (SEER) database, which provided a comprehensive dataset of 10,452 patients diagnosed with pN0M0 NSCLC with TS intervals of >2.0-5.0 cm between 2010 and 2019. The SEER database, renowned for its expansive and population-based cancer data, provides a robust platform for researchers to access a large cohort of patients diagnosed with NSCLC. Survival probabilities were calculated by the Kaplan-Meier method and compared between groups with Log-rank test. Univariate and multivariate logistic analyses were used to identify independent risk factors of VPI.</p><p><strong>Results: </strong>Patients with NSCLC and TS between >2.0 and 3.0 cm, along with VPI, had a worse 5-year overall survival rate compared to those at T2a stage (49.1% <i>vs.</i> 56.8%, P=0.03) and T2b stage (45.4% <i>vs.</i> 64.2%, P<0.0001). However, no statistical significance was observed when comparing patients with TS range between >2.0 and 3.0 cm and presenting with VPI to those staged T2b and received adjuvant chemotherapy (48.4% <i>vs.</i> 48.5%, P=0.54). Patients with clinical stage of T1c and VPI positive had significantly better prognosis after receiving chemotherapy (34.5% <i>vs.</i> 55.2%, P<0.001). Logistic analysis indicated that age older than 65 years old, poor differentiated and undifferentiated, as well as sub-lobectomy resection were independent risk factors for VPI in NSCLC.</p><p><strong>Conclusions: </strong>Postoperative chemotherapy can improve the prognosis of patients with TS ranging from >2.0 to 3.0 cm with VPI. According to the analysis of OS based on the postoperative chemotherapy, patients with NSCLC featuring TS extend from >2.0 to 3.0 cm and VPI may be classified within stage IIA. Consequently, the consideration of postoperative chemotherapy for this patient cohort may be warranted.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6004-6017"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651767/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Management strategies for radio-recurrent prostate cancer: a comprehensive review. 放射复发性前列腺癌的治疗策略综述。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-07-16 DOI: 10.21037/tcr-24-245
Syed N Rahman, Hyung Suk Kim, Lindsey T Webb, Gabriela M Diaz, Michael S Leapman, Preston C Sprenkle, Joseph M Brito, Joseph Renzulli, Thomas V Martin, Patrick Kenney, Isaac Yi Kim

Radiation- (radio-)recurrent prostate cancer poses a significant challenge in clinical management due to its complexity and varied treatment responses. The recurrence of prostate cancer following radiotherapy necessitates a nuanced management strategy that considers disease stage and aggressiveness, patient health status, and prior treatment modalities. Androgen deprivation therapy (ADT), a cornerstone in the management of regional or distant relapse, often initiates the therapeutic cascade, effectively suppressing tumor growth by targeting androgen signaling. Second-line antiandrogen therapies such as abiraterone and enzalutamide, in conjunction with ADT, exhibit considerable clinical efficacy by delaying disease progression and ameliorating symptoms. However, in the absence of regional or distant disease, local relapse after radiation may be best managed with local salvage therapy. Salvage radical prostatectomy (SRP) may be considered in select cases of local recurrence, providing a potentially curative option. Salvage radiation therapy (RT), such as stereotactic body RT (SBRT), low-dose-rate (LDR), or high-dose-rate (HDR) brachytherapy (BT) is another viable option for localized recurrences. Other local treatments, such as cryotherapy, high-intensity focused ultrasound (HIFU) and irreversible electroporation (IRE) have been applied as salvage local therapy for radio-recurrent prostate cancer with promising results. Notwithstanding, exploring new avenues for improved outcomes and personalized treatment strategies as well as clinical trials investigating novel therapeutic agents and combination therapies remain imperative for these men. This comprehensive review aims to examine the current landscape of therapeutic approaches and emerging strategies for managing radio-recurrent prostate cancer.

放射(放疗)复发性前列腺癌由于其复杂性和不同的治疗反应,在临床管理中提出了重大挑战。前列腺癌放疗后复发需要一个细致入微的管理策略,考虑疾病分期和侵袭性、患者健康状况和先前的治疗方式。雄激素剥夺疗法(ADT)是局部或远处复发治疗的基石,通常启动治疗级联,通过靶向雄激素信号有效抑制肿瘤生长。二线抗雄激素疗法,如阿比特龙和恩杂鲁胺,与ADT联合使用,通过延缓疾病进展和改善症状,表现出相当大的临床疗效。然而,在没有局部或远处疾病的情况下,放射后局部复发可能最好采用局部补救性治疗。挽救性根治性前列腺切除术(SRP)可以考虑在局部复发的情况下,提供一个潜在的治愈选择。补救性放射治疗(RT),如立体定向体放射治疗(SBRT)、低剂量率(LDR)或高剂量率(HDR)近距离放射治疗(BT)是局部复发的另一种可行选择。其他局部治疗,如冷冻治疗、高强度聚焦超声(HIFU)和不可逆电穿孔(IRE)已被应用于放射复发性前列腺癌的抢救性局部治疗,并取得了良好的效果。尽管如此,对于这些男性来说,探索改善结果和个性化治疗策略的新途径以及研究新型治疗药物和联合治疗的临床试验仍然是必要的。这篇综合综述的目的是研究目前的治疗方法和新策略,以管理放射复发性前列腺癌。
{"title":"Management strategies for radio-recurrent prostate cancer: a comprehensive review.","authors":"Syed N Rahman, Hyung Suk Kim, Lindsey T Webb, Gabriela M Diaz, Michael S Leapman, Preston C Sprenkle, Joseph M Brito, Joseph Renzulli, Thomas V Martin, Patrick Kenney, Isaac Yi Kim","doi":"10.21037/tcr-24-245","DOIUrl":"10.21037/tcr-24-245","url":null,"abstract":"<p><p>Radiation- (radio-)recurrent prostate cancer poses a significant challenge in clinical management due to its complexity and varied treatment responses. The recurrence of prostate cancer following radiotherapy necessitates a nuanced management strategy that considers disease stage and aggressiveness, patient health status, and prior treatment modalities. Androgen deprivation therapy (ADT), a cornerstone in the management of regional or distant relapse, often initiates the therapeutic cascade, effectively suppressing tumor growth by targeting androgen signaling. Second-line antiandrogen therapies such as abiraterone and enzalutamide, in conjunction with ADT, exhibit considerable clinical efficacy by delaying disease progression and ameliorating symptoms. However, in the absence of regional or distant disease, local relapse after radiation may be best managed with local salvage therapy. Salvage radical prostatectomy (SRP) may be considered in select cases of local recurrence, providing a potentially curative option. Salvage radiation therapy (RT), such as stereotactic body RT (SBRT), low-dose-rate (LDR), or high-dose-rate (HDR) brachytherapy (BT) is another viable option for localized recurrences. Other local treatments, such as cryotherapy, high-intensity focused ultrasound (HIFU) and irreversible electroporation (IRE) have been applied as salvage local therapy for radio-recurrent prostate cancer with promising results. Notwithstanding, exploring new avenues for improved outcomes and personalized treatment strategies as well as clinical trials investigating novel therapeutic agents and combination therapies remain imperative for these men. This comprehensive review aims to examine the current landscape of therapeutic approaches and emerging strategies for managing radio-recurrent prostate cancer.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6473-6488"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651831/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
GCNT3 promotes the proliferation, apoptosis, invasion, and migration of breast cancer through the PI3K/AKT pathway. GCNT3通过PI3K/AKT通路促进乳腺癌的增殖、凋亡、侵袭和迁移。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-27 DOI: 10.21037/tcr-2024-2248
Yifan Li, Zhen Ren, Teng Wu, Nannan Zhang, Zhixian He

Background: Breast cancer (BRCA) constitutes one of the principal causes of death among women. The objective of this study was to explore the impact of glucose-aminotransferase 3 (GCNT3) on the growth, invasion, and metastasis of BRCA cells. Additionally, the aim of this research was to clarify the underlying molecular mechanisms through which GCNT3 influences the development and progression of BRCA and to ascertain the potential of GCNT3 as a novel BRCA biomarker.

Methods: Analysis involved data sourced from the The Cancer Genome Atlas database (TCGA). Expression levels of GCNT3 were measured using Western blot analysis and immunohistochemistry (IHC). Additionally, cell functionality tests were performed posttransfection with GCNT3-specific interference plasmids to assess the influence of GCNT3 in BRCA by using EdU assay, transwell assay, and flow cytometric assay, as well as PI3K/AKT signaling pathway.

Results: GCNT3 levels were notably elevated in BRCA tissues compared to adjacent noncancerous tissues. Reducing GCNT3 expression significantly diminished the proliferation, invasion, and migration capabilities of BRCA cells (P<0.05) and concurrently increased apoptosis (P<0.05). The data also indicated that GCNT3 may be involved in activating the PI3K/AKT signaling pathway.

Conclusions: Elevated GCNT3 expression in BRCA tissues suggests the potential of GCNT3 to be a biomarker for predicting BRCA prognosis. The regulation of p-PI3K and p-AKT levels by GCNT3 appears to considerably inhibit BRCA cell development and progression.

背景:乳腺癌(BRCA)是妇女死亡的主要原因之一。本研究的目的是探讨葡萄糖-氨基转移酶3 (GCNT3)对BRCA细胞生长、侵袭和转移的影响。此外,本研究的目的是阐明GCNT3影响BRCA发生和进展的潜在分子机制,并确定GCNT3作为一种新型BRCA生物标志物的潜力。方法:分析来自癌症基因组图谱数据库(TCGA)的数据。采用Western blot和免疫组化(IHC)检测GCNT3的表达水平。此外,用GCNT3特异性干扰质粒转染后进行细胞功能测试,通过EdU法、transwell法、流式细胞术以及PI3K/AKT信号通路评估GCNT3对BRCA的影响。结果:与邻近非癌组织相比,BRCA组织中GCNT3水平显著升高。GCNT3表达的降低显著降低了BRCA细胞的增殖、侵袭和迁移能力(结论:GCNT3在BRCA组织中的表达升高表明GCNT3有可能成为预测BRCA预后的生物标志物。GCNT3对p-PI3K和p-AKT水平的调节似乎显著抑制了BRCA细胞的发育和进展。
{"title":"GCNT3 promotes the proliferation, apoptosis, invasion, and migration of breast cancer through the PI3K/AKT pathway.","authors":"Yifan Li, Zhen Ren, Teng Wu, Nannan Zhang, Zhixian He","doi":"10.21037/tcr-2024-2248","DOIUrl":"10.21037/tcr-2024-2248","url":null,"abstract":"<p><strong>Background: </strong>Breast cancer (BRCA) constitutes one of the principal causes of death among women. The objective of this study was to explore the impact of glucose-aminotransferase 3 (GCNT3) on the growth, invasion, and metastasis of BRCA cells. Additionally, the aim of this research was to clarify the underlying molecular mechanisms through which GCNT3 influences the development and progression of BRCA and to ascertain the potential of GCNT3 as a novel BRCA biomarker.</p><p><strong>Methods: </strong>Analysis involved data sourced from the The Cancer Genome Atlas database (TCGA). Expression levels of GCNT3 were measured using Western blot analysis and immunohistochemistry (IHC). Additionally, cell functionality tests were performed posttransfection with GCNT3-specific interference plasmids to assess the influence of GCNT3 in BRCA by using EdU assay, transwell assay, and flow cytometric assay, as well as PI3K/AKT signaling pathway.</p><p><strong>Results: </strong>GCNT3 levels were notably elevated in BRCA tissues compared to adjacent noncancerous tissues. Reducing GCNT3 expression significantly diminished the proliferation, invasion, and migration capabilities of BRCA cells (P<0.05) and concurrently increased apoptosis (P<0.05). The data also indicated that GCNT3 may be involved in activating the PI3K/AKT signaling pathway.</p><p><strong>Conclusions: </strong>Elevated GCNT3 expression in BRCA tissues suggests the potential of GCNT3 to be a biomarker for predicting BRCA prognosis. The regulation of p-PI3K and p-AKT levels by GCNT3 appears to considerably inhibit BRCA cell development and progression.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6381-6393"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651748/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Winning hearts & minds: prostate cancer outreach and clinical trial enrollment in minority men. 赢得人心:少数族裔男性的前列腺癌推广和临床试验登记。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-10-10 DOI: 10.21037/tcr-24-868
Rebecca Anderson, Aleksander Popovic, Matthew Davis, Evan Kovac

Minorities participate less than White people in a variety of research settings limiting the generalizability of the research results. The driving forces behind the lower participation rates are multifactorial and vary by race. Further compounding these driving forces are past inequities and violations of trust by the healthcare system. Addressing these issues is crucial to equitably accruing within clinical trials and subsequently addressing the lack of generalizable results being produced. Despite legislation being enacted to increase the enrollment of minorities in clinical trials, the participation rates remain low with cancer clinical trials being particularly disparate in terms of equitable representation. As prostate cancer disproportionately affects Black men, it is imperative that prostate cancer clinical trials enroll an equitable number of Black men. Previous trials including the Prostate, Lung, Colorectal, and Ovarian multicenter randomized trial and the Prostate Cancer Prevention Trial both involved concerted efforts to address the relatively low participation rate of minority men, but both were not successful in that regard. To facilitate equal access and ensure the appropriate participation of minorities in prostate cancer clinical trials, various interventions from additional safety assurances to consenting patients as a family unit have been employed, depending on the community. Overall, progress is being made in equitably accruing clinical trials, but there remains more work to be done.

在各种各样的研究环境中,少数民族比白人参与得少,限制了研究结果的普遍性。低参与率背后的驱动因素是多方面的,而且因种族而异。过去的不公平和医疗系统对信任的违背进一步加剧了这些驱动力。解决这些问题对于在临床试验中公平积累和随后解决缺乏可推广结果的问题至关重要。尽管立法规定增加临床试验中少数民族的登记,但参与率仍然很低,癌症临床试验在公平代表性方面尤其不同。由于前列腺癌对黑人男性的影响不成比例,因此前列腺癌临床试验招募公平数量的黑人男性势在必行。先前的试验包括前列腺、肺、结直肠和卵巢多中心随机试验和前列腺癌预防试验,都涉及协调一致的努力,以解决少数民族男性相对较低的参与率,但两者都没有成功。为了促进平等机会并确保少数群体适当参与前列腺癌临床试验,根据社区的不同,采取了各种干预措施,从额外的安全保证到作为家庭单位的患者同意。总的来说,在公平累积的临床试验方面正在取得进展,但仍有更多的工作要做。
{"title":"Winning hearts & minds: prostate cancer outreach and clinical trial enrollment in minority men.","authors":"Rebecca Anderson, Aleksander Popovic, Matthew Davis, Evan Kovac","doi":"10.21037/tcr-24-868","DOIUrl":"10.21037/tcr-24-868","url":null,"abstract":"<p><p>Minorities participate less than White people in a variety of research settings limiting the generalizability of the research results. The driving forces behind the lower participation rates are multifactorial and vary by race. Further compounding these driving forces are past inequities and violations of trust by the healthcare system. Addressing these issues is crucial to equitably accruing within clinical trials and subsequently addressing the lack of generalizable results being produced. Despite legislation being enacted to increase the enrollment of minorities in clinical trials, the participation rates remain low with cancer clinical trials being particularly disparate in terms of equitable representation. As prostate cancer disproportionately affects Black men, it is imperative that prostate cancer clinical trials enroll an equitable number of Black men. Previous trials including the Prostate, Lung, Colorectal, and Ovarian multicenter randomized trial and the Prostate Cancer Prevention Trial both involved concerted efforts to address the relatively low participation rate of minority men, but both were not successful in that regard. To facilitate equal access and ensure the appropriate participation of minorities in prostate cancer clinical trials, various interventions from additional safety assurances to consenting patients as a family unit have been employed, depending on the community. Overall, progress is being made in equitably accruing clinical trials, but there remains more work to be done.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6430-6437"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651785/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of prediction models for liver metastasis in colorectal cancer based on machine learning: a population-level study. 基于机器学习的结直肠癌肝转移预测模型的发展:一项人群水平的研究。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-18 DOI: 10.21037/tcr-24-1194
Yuncan Xing, Guanhua Yu, Zheng Jiang, Zheng Wang

Background: Liver metastasis (LM) is of vital importance in making treatment-related decisions in patients with colorectal cancer (CRC). The aim of our study was to develop and validate prediction models for LM in CRC by making use of machine learning.

Methods: We selected patients diagnosed with CRC from 2010 to 2015 from the Surveillance, Epidemiology, and End Results (SEER) database. Four machine-learning methods, eXtreme gradient boost (XGB), decision tree (DT), random forest (RF), and support vector machine (SVM), were employed to develop a predictive model. The receiver operating characteristic (ROC) curves, decision curve analysis (DCA) curves and calibration curves were adopted to evaluate the model performance. The SHapley Additive exPlanation (SHAP) technique was chosen for visual analysis to enhance the interpretation of the outcomes of models.

Results: A total of 51,632 patients suffering from CRC were selected from the SEER database. Excellent accuracy of machine learning models was showed from ROC curves. In both the training and validation cohorts, calibration curves for the likelihood of LM demonstrated a high degree of concordance between model prediction and actual observation. The DCA indicated that each machine learning model can yield net benefits for both treat-none and treat-all strategies. Carcinoembryonic antigen (CEA) and N stage were identified as the most significant risk factors for LM based on the SHAP summary plot of the RF and XGB models.

Conclusions: The XGB and RF were the best machine learning models among the four algorithms, of which CEA and N stage were identified as the most important risk factors related to LM.

背景:肝转移(LM)对结直肠癌(CRC)患者的治疗相关决策至关重要。我们研究的目的是利用机器学习开发和验证CRC中LM的预测模型。方法:我们从监测、流行病学和最终结果(SEER)数据库中选择2010年至2015年诊断为结直肠癌的患者。采用极端梯度增强(eXtreme gradient boost, XGB)、决策树(decision tree, DT)、随机森林(random forest, RF)和支持向量机(support vector machine, SVM)四种机器学习方法建立预测模型。采用受试者工作特征(ROC)曲线、决策曲线分析(DCA)曲线和标定曲线评价模型的性能。选择SHapley加性解释(SHAP)技术进行可视化分析,以增强对模型结果的解释。结果:从SEER数据库中共筛选出51632例结直肠癌患者。ROC曲线显示了机器学习模型的良好准确性。在训练队列和验证队列中,LM似然的校准曲线在模型预测和实际观测之间表现出高度的一致性。DCA表明,每种机器学习模型都可以为“不治疗”和“所有治疗”策略产生净收益。根据RF和XGB模型的SHAP总结图,癌胚抗原(CEA)和N分期是LM最重要的危险因素。结论:在4种算法中,XGB和RF是最好的机器学习模型,其中CEA和N分期是与LM相关的最重要的危险因素。
{"title":"Development of prediction models for liver metastasis in colorectal cancer based on machine learning: a population-level study.","authors":"Yuncan Xing, Guanhua Yu, Zheng Jiang, Zheng Wang","doi":"10.21037/tcr-24-1194","DOIUrl":"10.21037/tcr-24-1194","url":null,"abstract":"<p><strong>Background: </strong>Liver metastasis (LM) is of vital importance in making treatment-related decisions in patients with colorectal cancer (CRC). The aim of our study was to develop and validate prediction models for LM in CRC by making use of machine learning.</p><p><strong>Methods: </strong>We selected patients diagnosed with CRC from 2010 to 2015 from the Surveillance, Epidemiology, and End Results (SEER) database. Four machine-learning methods, eXtreme gradient boost (XGB), decision tree (DT), random forest (RF), and support vector machine (SVM), were employed to develop a predictive model. The receiver operating characteristic (ROC) curves, decision curve analysis (DCA) curves and calibration curves were adopted to evaluate the model performance. The SHapley Additive exPlanation (SHAP) technique was chosen for visual analysis to enhance the interpretation of the outcomes of models.</p><p><strong>Results: </strong>A total of 51,632 patients suffering from CRC were selected from the SEER database. Excellent accuracy of machine learning models was showed from ROC curves. In both the training and validation cohorts, calibration curves for the likelihood of LM demonstrated a high degree of concordance between model prediction and actual observation. The DCA indicated that each machine learning model can yield net benefits for both treat-none and treat-all strategies. Carcinoembryonic antigen (CEA) and N stage were identified as the most significant risk factors for LM based on the SHAP summary plot of the RF and XGB models.</p><p><strong>Conclusions: </strong>The XGB and RF were the best machine learning models among the four algorithms, of which CEA and N stage were identified as the most important risk factors related to LM.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"5943-5952"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651848/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The next frontier in breast cancer: genomic co-alteration and its impact on biology and treatment planning. 乳腺癌的下一个前沿:基因组共变及其对生物学和治疗计划的影响。
IF 1.5 4区 医学 Q4 ONCOLOGY Pub Date : 2024-11-30 Epub Date: 2024-11-12 DOI: 10.21037/tcr-24-952
Meredith Li, Eitan Amir
{"title":"The next frontier in breast cancer: genomic co-alteration and its impact on biology and treatment planning.","authors":"Meredith Li, Eitan Amir","doi":"10.21037/tcr-24-952","DOIUrl":"10.21037/tcr-24-952","url":null,"abstract":"","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6594-6597"},"PeriodicalIF":1.5,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651812/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142855012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Translational cancer research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1