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Does the Shift Away From Frame-based Stereotactic Radiosurgery Endanger Radiation Oncology's Seat at the Table in Treating Functional Disorders? 从基于框架的立体定向放射外科的转变是否会终结放射肿瘤学在治疗功能性疾病方面的地位?
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-12-01 Epub Date: 2023-10-19 DOI: 10.1097/COC.0000000000001059
Shearwood McClelland
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引用次数: 0
Genomic and Molecular Characteristics of Ovarian Carcinosarcoma. 卵巢癌肉瘤的基因组和分子特征。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-12-01 Epub Date: 2023-10-17 DOI: 10.1097/COC.0000000000001056
Kristy Ramphal, Matthew J Hadfield, Christina M Bandera, Jesse Hart, Don S Dizon

Ovarian carcinosarcoma (OCS) is a rare malignancy with a poor prognosis. It is a biphasic tumor with malignant epithelial and mesenchymal components. A few mutations commonly seen in cancer have been identified in OCS, including TP53, PIK3CA, c-myc, ZNF217, ARID1A, and CTNNB1. Some OCS tumors have shown vascular endothelial growth factor positivity and limited HER2 expression. There is evidence of homologous recombination deficiency in OCS. This malignancy can be categorized as copy number high but has not been shown to have a high tumor mutational burden. There are mixed findings regarding the presence of biomarkers targeted by immune checkpoint inhibitors in OCS. For treatments other than systemic chemotherapy, the data available are largely based on in vitro and in vivo studies. In addition, there are case reports citing the use of poly-ADP ribose polymerase inhibitors, vascular endothelial growth factor inhibitors, and immunotherapy with varying degrees of success. This review paper will discuss the molecular and genomic characteristics of OCS, which can guide future treatment strategies.

摘要卵巢癌肉瘤是一种罕见的恶性肿瘤,预后较差。它是一种双期肿瘤,具有恶性上皮和间质成分。在OCS中发现了一些常见的癌症突变,包括TP53、PIK3CA、c-myc、ZNF217、ARID1A和CTNNB1。一些OCS肿瘤显示血管内皮生长因子阳性,HER2表达有限。有证据表明,OCS存在同源重组缺陷。这种恶性肿瘤可归类为高拷贝数,但没有显示出高肿瘤突变负担。关于OCS中免疫检查点抑制剂靶向的生物标志物的存在,有不同的发现。对于全身化疗以外的治疗,现有的数据主要是基于体外和体内研究。此外,有病例报告引用了使用聚adp核糖聚合酶抑制剂、血管内皮生长因子抑制剂和免疫疗法取得不同程度的成功。本文将讨论OCS的分子和基因组特征,以指导未来的治疗策略。
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引用次数: 0
The Prognostic and Functional Impact of Sprouty 2 Expression in Non-small Cell Lung Cancer. 非小细胞肺癌中芽胞2表达对预后和功能的影响。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-12-01 Epub Date: 2023-09-13 DOI: 10.1097/COC.0000000000001044
Yusuf Acikgoz, Fatma Unal Yildirim, Selin Akturk Esen, Gokhan Ucar, Yakup Ergun, Oznur Bal, Mutlu Dogan, Dogan Uncu

Objective: We represent Sprouty 2 (Spry2) expression analysis and its association with key driver mutations and clinical features of patients with non-small cell lung cancer as the largest ex vivo data.

Methods: The strength of Spry2 expression was evaluated using the immunoreactivity score (IRS), which was calculated using the following formula: IRS=(staining intensity score) SI×(percentage of positively stained cells) PP. The median IRS score was defined as the cutoff value. Patients were grouped as "weak immunoreactivity score" (IRS: 0 to 4) or "strong immunoreactivity score" (IRS: ≥4) with respect to the IRS score.

Results: The intensity and percentage of Spry2 staining were significantly lower in tumor tissues than in normal lung tissues ( P <0.0001). Patients' characteristics were similar for both groups, except for smoking status and, brain and lymph node metastasis. Overall survival of patients with a strong immunoreactivity score was significantly lower than those with a weak immunoreactivity score among metastatic patients (6.9 mo vs. 13.6, P =0.023) and adenocarcinoma histology (7.0 mo vs. not reached, P =0.003).

Conclusion: Spry2 expression was lower in tumor tissues than in normal lung parenchyma. Increased expression of Spry2 is associated with poor prognosis. There were no significant associations between epidermal growth factor receptor, anaplastic lymphoma kinase, or c-ros oncogene 1 rearrangement and Spry2 expression. Despite the absence of KRAS mutational analysis, the clinical and epidemiological features of patients suggested that KRAS mutation might be an underlying determinant factor of the functional role of Spry2 in non-small cell lung cancer.

目的:我们将Spry2表达分析及其与非小细胞肺癌患者关键驱动突变和临床特征的关联作为最大的离体数据。方法:采用免疫反应性评分(IRS)评估Spry2表达强度,IRS=(染色强度评分)6 ×(阳性染色细胞百分比)PP, IRS评分中位数为截止值。根据免疫反应性评分将患者分为“弱免疫反应性评分”(IRS: 0 ~ 4)或“强免疫反应性评分”(IRS:≥4)。结果:肿瘤组织中Spry2的染色强度和百分比明显低于正常肺组织(P)。结论:Spry2在肿瘤组织中的表达低于正常肺组织。Spry2表达升高与预后不良相关。表皮生长因子受体、间变性淋巴瘤激酶或c-ros癌基因1重排与Spry2表达无显著相关性。尽管缺乏KRAS突变分析,但患者的临床和流行病学特征提示KRAS突变可能是Spry2在非小细胞肺癌中的功能作用的潜在决定因素。
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引用次数: 0
Pathologic Nodal Staging Before SBRT for Early-stage NSCLC Does Not Impact Overall Survival: A Propensity Score-matched NCDB Analysis. 早期NSCLC SBRT前的病理结节分期不影响总体生存率:倾向评分匹配的NCDB分析。
IF 1.6 4区 医学 Q4 ONCOLOGY Pub Date : 2023-11-01 Epub Date: 2023-09-08 DOI: 10.1097/COC.0000000000001040
James N Cantrell, Pawan Acharya, Sara K Vesely, Tyler C Gunter

Objective: Stereotactic body radiation therapy (SBRT) for early-stage non-small cell carcinoma of the lung (NSCLC) is increasingly utilized. We sought to assess overall survival (OS) for early-stage NSCLC patients receiving SBRT depending on staging method.

Methods: Early-stage NSCLC patients treated with definitive SBRT were identified in the National Cancer Database (NCDB), and OS was determined based on method of staging. Patient, disease, and treatment characteristics were also analyzed.

Results: A total of 12,106 patients were included; 865 (7%) received invasive staging (nodal sampling, NS) and 11,241 (93%) had no nodal sampling (NNS). From this larger dataset, a propensity score matching (1:1 without replacement) was performed, which yielded 839 patients for each group (NNS and NS). With a median follow-up time of 3.12 years, median survival for all patients included in the matched dataset was 2.75 years (95% CI: 2.55-2.93 y), with 2- and 5-year OS estimated at 63.9% and 25.7%, respectively. In a multivariable analysis on matched data, there was no difference in mortality risk between the NNS and NS groups (hazard ratio=1.08, 95% CI: 0.94-1.24, P =0.25). Negative prognostic factors identified in the multivariable analysis of the matched data included: age more than 65, male sex, Charlson-Deyo Score ≥1, and tumor size ≥3 cm.

Conclusions: SBRT use in early-stage NSCLC steadily increased over the study period. Most patients proceeded to SBRT without nodal staging, conflicting with National Comprehensive Cancer Network (NCCN) guidelines which recommend pathologic mediastinal lymph node evaluation for all early-stage NSCLC cases, except stage IA. Our findings suggest similar OS in patients with early-stage NSCLC treated with SBRT irrespective of nodal staging. Furthermore, we highlight patient-related, disease-related, and treatment-related prognostic factors to consider when planning therapy for these patients.

目的:立体定向放射治疗早期非小细胞肺癌(NSCLC)的应用日益广泛。我们试图根据分期方法评估接受SBRT的早期NSCLC患者的总生存率(OS)。方法:在国家癌症数据库(NCDB)中确定接受明确SBRT治疗的早期NSCLC患者,并根据分期方法确定OS。还分析了患者、疾病和治疗特点。结果:共纳入12106例患者;865例(7%)接受有创分期(淋巴结取样,NS),11241例(93%)未接受淋巴结取样(NNS)。从这个更大的数据集中,进行了倾向评分匹配(1:1,无替换),每组产生839名患者(NNS和NS)。中位随访时间为3.12年,匹配数据集中所有患者的中位生存期为2.75年(95%CI:2.55-2.93 y),2年和5年OS估计分别为63.9%和25.7%。在对匹配数据的多变量分析中,NNS组和NS组的死亡率风险没有差异(危险比=1.08,95%CI:0.94-12.4,P=0.025)。在对匹配的数据的多因素分析中确定的负面预后因素包括:年龄超过65岁,男性,Charlson-Deyo评分≥1,肿瘤大小≥3cm。结论:SBRT在早期NSCLC中的应用在研究期间稳步增加。大多数患者在没有淋巴结分期的情况下进行了SBRT,这与国家癌症综合网络(NCCN)指南相冲突,该指南建议对除IA期外的所有早期NSCLC病例进行病理性纵隔淋巴结评估。我们的研究结果表明,无论淋巴结分期如何,SBRT治疗的早期NSCLC患者的OS相似。此外,我们强调了患者相关、疾病相关和治疗相关的预后因素,在为这些患者规划治疗时需要考虑。
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引用次数: 0
Geographic Disparities in Access to Cancer Clinical Trials in Canada. 加拿大癌症临床试验的地理差异。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-08-29 DOI: 10.1097/COC.0000000000001039
Omar Abdel-Rahman

Objective: This study aims to evaluate geographic disparities in access to cancer clinical trials across Canada.

Methods: Cancer clinical trial data recorded within the clinicaltrials.gov and reporting the conduct of any of these trials in Canada, 2005 to 2023 were reviewed. Frequency analyses of the number of clinical trials that were registered on clinicaltrials.gov for Canada, individual Canadian provinces, main Canadian urban centers, and different cancer types, according to the funding source (industry versus non-industry), as well as according to different periods (using 3-y intervals) were conducted. Moreover, a comparison of cancer clinical trials per 10,000 persons was done between Canada and the United States.

Results: The number of cancer clinical trials per 10,000 individuals (according to the 2021 census) in each province/territory varied between 6.79 (New Brunswick) to 0 (the 3 territories). The number of cancer clinical trials in relation to 1000 projected cancer cases for some of the common tumor types in Canada was then reviewed. The highest number was for lymphoma clinical trials (32.85), whereas the lowest number was for bladder cancer clinical trials (7.06). Most of the trials have industry funding (69%). Using 3-year intervals, the highest number of cancer clinical trials was observed from 2014 to 2016 (778 trials), and the lowest number was observed from 2020 to 2022 (633 trials).

Conclusions: Access to clinical trials in Canada is not equitably distributed, with geographical and primary tumor site disparities. Moreover, access to cancer clinical trials has been negatively impacted during the time of the COVID-19 pandemic.

目的:本研究旨在评估加拿大癌症临床试验的地理差异。方法:回顾clinicaltrials.gov中记录的癌症临床试验数据,并报告2005年至2023年加拿大进行的任何这些试验。根据资金来源(行业与非行业)以及不同时期(使用3年间隔),对加拿大、加拿大个别省份、加拿大主要城市中心和不同癌症类型的临床试验注册数量进行了频率分析。此外,对加拿大和美国每10000人进行的癌症临床试验进行了比较。结果:每个省/地区每10000人的癌症临床试验数量(根据2021年人口普查)在6.79(新不伦瑞克省)到0(三个地区)之间变化。然后回顾了癌症临床试验的数量,涉及加拿大一些常见肿瘤类型的1000例预计癌症病例。最多的是淋巴瘤临床试验(32.85),而最低的是膀胱癌症临床试验(7.06)。大多数试验都有行业资助(69%)。使用3年的时间间隔,2014年至2016年观察到的癌症临床试验数量最高(778项试验),2020年至2022年观察到最低(633项试验。此外,在新冠肺炎大流行期间,癌症临床试验的获得受到了负面影响。
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引用次数: 0
Prognostics of Systemic Malignancy ICD-O Topography and Morphology Types on Brain Metastases: An NCDB Time-to-event Cohort. 系统性恶性肿瘤ICD-O地形图和形态学类型对脑转移的预后:NCDB事件时间队列。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-08-07 DOI: 10.1097/COC.0000000000001034
Georgios Alexopoulos, Justin Zhang, Ioannis Karampelas, Mayur Patel, Philippe Mercier

Background: The primary site and histology of systemic malignancy are known predictors of progression to brain metastases (BM). We investigated the combinational interactions of International Classification of Diseases for Oncology (ICD-O) primary topography and morphology types on the survival of BM after adjusting for relevant clinical and demographic prognostic factors.

Methods: The cohort included all adult patients with BM at diagnosis of an invasive malignancy in the National Cancer Database (2010 to 2018). The sample consisted of 180,150 entries out of 14,279,749 cancer patients screened. A survival analysis of the topography-specific and histology-specific time to death was performed. Multivariate Cox regression revealed violations of the proportional hazard assumption for multiple covariates. Parametric models using a log-logistic distribution best described the population survival pattern.

Results: The primary topography "prostate" and morphology "choriocarcinoma" provided the strongest survival benefit among ICD-O types, whereas BM from prostate demonstrated a 14-month median overall increase in survival probability. Favorable prognostics were BM from breast, bone/joints, and testis; also, the morphologies of carcinoid tumor, mature B-cell lymphoma, and papillary adenocarcinoma. Poor prognostics were BM from gastrointestinal (liver, biliary tree, pancreas, and gallbladder) and gynecologic malignancies. All morphologies of spindle cell carcinoma, hemangiosarcoma, undifferentiated carcinoma, Ewing sarcoma, pseudosarcomatous carcinoma, renal cell carcinoma/sarcomatoid, signet ring cell carcinoma, spindle cell sarcoma, and squamous cell carcinoma/spindle cell were associated with poor survival.

Conclusions: This is the largest cohort providing an unbiased estimate of the adjusted ICD-O topography and morphology effect sizes. The results can be summarized as a booklet for prognostic classification of disease in patients with BM secondary to systemic malignancy.

背景:系统性恶性肿瘤的原发部位和组织学是已知的脑转移(BM)进展的预测因素。我们研究了国际肿瘤疾病分类(ICD-O)主要地形和形态学类型在调整相关临床和人口统计学预后因素后对BM生存率的组合相互作用。方法:该队列包括国家癌症数据库(2010年至2018年)中诊断为侵袭性恶性肿瘤的所有成年BM患者。样本由14279749名癌症筛查患者中的180150个条目组成。进行了地形特异性和组织学特异性死亡时间的生存分析。多变量Cox回归揭示了多个协变量违反比例风险假设的情况。使用对数逻辑分布的参数模型最好地描述了种群生存模式。结果:原发性地形图“前列腺”和地形图“绒毛膜癌”在ICD-O型中提供了最强的生存益处,而来自前列腺的BM显示出14个月生存概率的中位总体增加。良好的预后是来自乳腺、骨/关节和睾丸的BM;以及类癌、成熟B细胞淋巴瘤和乳头状腺癌的形态。预后较差的是来自胃肠道(肝脏、胆道、胰腺和胆囊)和妇科恶性肿瘤的BM。梭形细胞癌、血管肉瘤、未分化癌、尤因肉瘤、假肉瘤癌、肾细胞癌/肉瘤样癌、印戒细胞癌、梭形细胞肉瘤和鳞状细胞癌/梭形细胞的所有形态都与生存率低有关。结论:这是对调整后的ICD-O地形图和形态效应大小提供无偏估计的最大队列。这些结果可以总结为系统性恶性肿瘤继发BM患者疾病预后分类的小册子。
{"title":"Prognostics of Systemic Malignancy ICD-O Topography and Morphology Types on Brain Metastases: An NCDB Time-to-event Cohort.","authors":"Georgios Alexopoulos,&nbsp;Justin Zhang,&nbsp;Ioannis Karampelas,&nbsp;Mayur Patel,&nbsp;Philippe Mercier","doi":"10.1097/COC.0000000000001034","DOIUrl":"10.1097/COC.0000000000001034","url":null,"abstract":"<p><strong>Background: </strong>The primary site and histology of systemic malignancy are known predictors of progression to brain metastases (BM). We investigated the combinational interactions of International Classification of Diseases for Oncology (ICD-O) primary topography and morphology types on the survival of BM after adjusting for relevant clinical and demographic prognostic factors.</p><p><strong>Methods: </strong>The cohort included all adult patients with BM at diagnosis of an invasive malignancy in the National Cancer Database (2010 to 2018). The sample consisted of 180,150 entries out of 14,279,749 cancer patients screened. A survival analysis of the topography-specific and histology-specific time to death was performed. Multivariate Cox regression revealed violations of the proportional hazard assumption for multiple covariates. Parametric models using a log-logistic distribution best described the population survival pattern.</p><p><strong>Results: </strong>The primary topography \"prostate\" and morphology \"choriocarcinoma\" provided the strongest survival benefit among ICD-O types, whereas BM from prostate demonstrated a 14-month median overall increase in survival probability. Favorable prognostics were BM from breast, bone/joints, and testis; also, the morphologies of carcinoid tumor, mature B-cell lymphoma, and papillary adenocarcinoma. Poor prognostics were BM from gastrointestinal (liver, biliary tree, pancreas, and gallbladder) and gynecologic malignancies. All morphologies of spindle cell carcinoma, hemangiosarcoma, undifferentiated carcinoma, Ewing sarcoma, pseudosarcomatous carcinoma, renal cell carcinoma/sarcomatoid, signet ring cell carcinoma, spindle cell sarcoma, and squamous cell carcinoma/spindle cell were associated with poor survival.</p><p><strong>Conclusions: </strong>This is the largest cohort providing an unbiased estimate of the adjusted ICD-O topography and morphology effect sizes. The results can be summarized as a booklet for prognostic classification of disease in patients with BM secondary to systemic malignancy.</p>","PeriodicalId":50812,"journal":{"name":"American Journal of Clinical Oncology-Cancer Clinical Trials","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9967693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correlation of Lung Immune Prognostic Index With Efficacy of PD-1/PD-L1 Inhibitor Combined With Chemotherapy and Prognosis in Patients With Advanced Non-Small Cell Lung Cancer. 晚期非小细胞肺癌癌症患者肺免疫预后指标与PD-1/PD-L1抑制剂联合化疗疗效及预后的相关性。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-08-25 DOI: 10.1097/COC.0000000000001035
Zhongxiu Zhu, Aixia Zhang

Objective: Non-small cell lung cancer (NSCLC) is a devastating but universal class of lung carcinoma with an unfavorable prognosis. This paper mainly investigated the correlation between lung immune prognostic index (LIPI) score and combined treatment of immune checkpoint inhibitor and chemotherapy (CHT) in patients with advanced NSCLC.

Methods: Totally, 301 advanced NSCLC patients with programmed death-ligand 1 (PD-L1) expression ≥1% were assigned into good LIPI group (N=113), intermediate LIPI group (N=101), and poor LIPI group (N=87) based on LIPI scoring system, followed by treatment of CHT plus programmed cell death-1 (PD-1)/PD-L1 inhibitor. The differences in clinical parameters between subgroups of NSCLC patients were analyzed by χ 2 test, 1-way analysis of variance, and Kruskal-Wallis H test. All patients were followed up until June 30, 2022, and objective response rate, disease control rate, progression-free survival (PFS), and overall survival (OS) were recorded. The independent associations of LIPI score with PFS and OS were assessed via the Cox regression model.

Results: There were evident differences in clinical stage and lymphocyte among the 3 subgroups of NSCLC patients. The efficacy of PD-1/PD-L1 inhibitor combined with CHT was better in patients with good LIPI score, manifested by higher objective response rate and disease control rate. Moreover, LIPI score was an independent factor influencing PFS and OS in patients with advanced NSCLC, with longer PFS and OS in patients with good LIPI score.

Conclusion: LIPI score has a predictive value for combination therapy of PD-1/PD-L1 blockade and CHT in advanced NSCLC patients.

目的:癌症(NSCLC)是一种毁灭性但普遍存在的预后不良的肺癌。本文主要研究晚期NSCLC患者肺部免疫预后指数(LIPI)评分与免疫检查点抑制剂联合化疗(CHT)的相关性,和基于LIPI评分系统的低LIPI组(N=87),然后治疗CHT加程序性细胞死亡-1(PD-1)/PD-L1抑制剂。采用χ2检验、单向方差分析和Kruskal-Wallis H检验分析NSCLC患者亚组间临床参数的差异。所有患者随访至2022年6月30日,并记录客观缓解率、疾病控制率、无进展生存率(PFS)和总生存率(OS)。通过Cox回归模型评估LIPI评分与PFS和OS的独立相关性。结果:NSCLC患者的3个亚组在临床分期和淋巴细胞方面存在明显差异。在LIPI评分良好的患者中,PD-1/PD-L1抑制剂联合CHT的疗效更好,表现为更高的客观缓解率和疾病控制率。此外,LIPI评分是影响晚期NSCLC患者PFS和OS的独立因素,而LIPI评分良好的患者PFS和OS更长。结论:LIPI评分对PD-1/PD-L1阻断和CHT联合治疗晚期NSCLC具有预测价值。
{"title":"Correlation of Lung Immune Prognostic Index With Efficacy of PD-1/PD-L1 Inhibitor Combined With Chemotherapy and Prognosis in Patients With Advanced Non-Small Cell Lung Cancer.","authors":"Zhongxiu Zhu,&nbsp;Aixia Zhang","doi":"10.1097/COC.0000000000001035","DOIUrl":"10.1097/COC.0000000000001035","url":null,"abstract":"<p><strong>Objective: </strong>Non-small cell lung cancer (NSCLC) is a devastating but universal class of lung carcinoma with an unfavorable prognosis. This paper mainly investigated the correlation between lung immune prognostic index (LIPI) score and combined treatment of immune checkpoint inhibitor and chemotherapy (CHT) in patients with advanced NSCLC.</p><p><strong>Methods: </strong>Totally, 301 advanced NSCLC patients with programmed death-ligand 1 (PD-L1) expression ≥1% were assigned into good LIPI group (N=113), intermediate LIPI group (N=101), and poor LIPI group (N=87) based on LIPI scoring system, followed by treatment of CHT plus programmed cell death-1 (PD-1)/PD-L1 inhibitor. The differences in clinical parameters between subgroups of NSCLC patients were analyzed by χ 2 test, 1-way analysis of variance, and Kruskal-Wallis H test. All patients were followed up until June 30, 2022, and objective response rate, disease control rate, progression-free survival (PFS), and overall survival (OS) were recorded. The independent associations of LIPI score with PFS and OS were assessed via the Cox regression model.</p><p><strong>Results: </strong>There were evident differences in clinical stage and lymphocyte among the 3 subgroups of NSCLC patients. The efficacy of PD-1/PD-L1 inhibitor combined with CHT was better in patients with good LIPI score, manifested by higher objective response rate and disease control rate. Moreover, LIPI score was an independent factor influencing PFS and OS in patients with advanced NSCLC, with longer PFS and OS in patients with good LIPI score.</p><p><strong>Conclusion: </strong>LIPI score has a predictive value for combination therapy of PD-1/PD-L1 blockade and CHT in advanced NSCLC patients.</p>","PeriodicalId":50812,"journal":{"name":"American Journal of Clinical Oncology-Cancer Clinical Trials","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10064958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differentiating Radiation Necrosis and Metastatic Progression in Brain Tumors Using Radiomics and Machine Learning. 使用放射组学和机器学习区分脑肿瘤的放射坏死和转移进展。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-08-15 DOI: 10.1097/COC.0000000000001036
Elahheh Salari, Haitham Elsamaloty, Aniruddha Ray, Mersiha Hadziahmetovic, E Ishmael Parsai

Objectives: Distinguishing between radiation necrosis (RN) and metastatic progression is extremely challenging due to their similarity in conventional imaging. This is crucial from a therapeutic point of view as this determines the outcome of the treatment. This study aims to establish an automated technique to differentiate RN from brain metastasis progression using radiomics with machine learning.

Methods: Eighty-six patients with brain metastasis after they underwent stereotactic radiosurgery as primary treatment were selected. Discrete wavelets transform, Laplacian-of-Gaussian, Gradient, and Square were applied to magnetic resonance post-contrast T1-weighted images to extract radiomics features. After feature selection, dataset was randomly split into train/test (80%/20%) datasets. Random forest classification, logistic regression, and support vector classification were trained and subsequently validated using test set. The classification performance was measured by area under the curve (AUC) value of receiver operating characteristic curve, accuracy, sensitivity, and specificity.

Results: The best performance was achieved using random forest classification with a Gradient filter (AUC=0.910±0.047, accuracy 0.8±0.071, sensitivity=0.796±0.055, specificity=0.922±0.059). For, support vector classification the best result obtains using wavelet_HHH with a high AUC of 0.890±0.89, accuracy of 0.777±0.062, sensitivity=0.701±0.084, and specificity=0.85±0.112. Logistic regression using wavelet_HHH provides a poor result with AUC=0.882±0.051, accuracy of 0.753±0.08, sensitivity=0.717±0.208, and specificity=0.816±0.123.

Conclusion: This type of machine-learning approach can help accurately distinguish RN from recurrence in magnetic resonance imaging, without the need for biopsy. This has the potential to improve the therapeutic outcome.

目的:区分放射性坏死(RN)和转移性进展是极具挑战性的,因为它们在传统成像中很相似。从治疗的角度来看,这是至关重要的,因为这决定了治疗的结果。本研究旨在建立一种自动化技术,使用放射组学和机器学习来区分RN和脑转移进展。方法:选择86例接受立体定向放射外科治疗的脑转移患者作为主要治疗对象。将离散小波变换、高斯拉普拉斯变换、梯度和平方应用于磁共振对比后T1加权图像,以提取放射组学特征。在特征选择后,数据集被随机划分为训练/测试(80%/20%)数据集。对随机森林分类、逻辑回归和支持向量分类进行了训练,并随后使用测试集进行了验证。分类性能通过受试者工作特征曲线的曲线下面积(AUC)值、准确性、敏感性和特异性来衡量。结果:使用梯度滤波器的随机森林分类获得了最佳性能(AUC=0.910±0.047,准确度0.8±0.071,灵敏度=0.796±0.055,特异性=0.922±0.059)。对于支持向量分类,使用wavelet_HHH获得了最佳结果,其AUC高达0.890±0.89,准确度0.777±0.062,灵敏度0.701±0.084,特异性0.85±0.112。使用wavelet_HHH的Logistic回归结果较差,AUC=0.82±0.051,准确度0.753±0.08,敏感性0.717±0.208,特异性0.816±0.123。结论:这种类型的机器学习方法可以帮助在磁共振成像中准确区分RN和复发,而无需活检。这有可能改善治疗效果。
{"title":"Differentiating Radiation Necrosis and Metastatic Progression in Brain Tumors Using Radiomics and Machine Learning.","authors":"Elahheh Salari,&nbsp;Haitham Elsamaloty,&nbsp;Aniruddha Ray,&nbsp;Mersiha Hadziahmetovic,&nbsp;E Ishmael Parsai","doi":"10.1097/COC.0000000000001036","DOIUrl":"10.1097/COC.0000000000001036","url":null,"abstract":"<p><strong>Objectives: </strong>Distinguishing between radiation necrosis (RN) and metastatic progression is extremely challenging due to their similarity in conventional imaging. This is crucial from a therapeutic point of view as this determines the outcome of the treatment. This study aims to establish an automated technique to differentiate RN from brain metastasis progression using radiomics with machine learning.</p><p><strong>Methods: </strong>Eighty-six patients with brain metastasis after they underwent stereotactic radiosurgery as primary treatment were selected. Discrete wavelets transform, Laplacian-of-Gaussian, Gradient, and Square were applied to magnetic resonance post-contrast T1-weighted images to extract radiomics features. After feature selection, dataset was randomly split into train/test (80%/20%) datasets. Random forest classification, logistic regression, and support vector classification were trained and subsequently validated using test set. The classification performance was measured by area under the curve (AUC) value of receiver operating characteristic curve, accuracy, sensitivity, and specificity.</p><p><strong>Results: </strong>The best performance was achieved using random forest classification with a Gradient filter (AUC=0.910±0.047, accuracy 0.8±0.071, sensitivity=0.796±0.055, specificity=0.922±0.059). For, support vector classification the best result obtains using wavelet_HHH with a high AUC of 0.890±0.89, accuracy of 0.777±0.062, sensitivity=0.701±0.084, and specificity=0.85±0.112. Logistic regression using wavelet_HHH provides a poor result with AUC=0.882±0.051, accuracy of 0.753±0.08, sensitivity=0.717±0.208, and specificity=0.816±0.123.</p><p><strong>Conclusion: </strong>This type of machine-learning approach can help accurately distinguish RN from recurrence in magnetic resonance imaging, without the need for biopsy. This has the potential to improve the therapeutic outcome.</p>","PeriodicalId":50812,"journal":{"name":"American Journal of Clinical Oncology-Cancer Clinical Trials","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/28/0a/coc-46-486.PMC10589425.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10353672","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
Neoadjuvant Immunotherapy and Non-Small Cell Lung Cancer: A Systematic Review and Meta-analysis of Randomized Controlled Trials. 新辅助免疫治疗与非小细胞肺癌癌症:随机对照试验的系统评价和Meta-analysis。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-11-01 Epub Date: 2023-09-26 DOI: 10.1097/COC.0000000000001046
Shaofu Yu, Shasha Zhai, Qian Gong, Chunhong Xiang, Jianping Gong, Lin Wu, Xingxiang Pu

Objectives: To systematically evaluate the effectiveness and safety of neoadjuvant immunotherapy for patients with non-small cell lung cancer (NSCLC).

Methods: Randomized controlled trials of neoadjuvant immunotherapy in treating patients with NSCLC were comprehensively retrieved from electronic databases, eligible studies, previous systematic reviews and meta-analyses, guidelines, and conference abstracts. The meta-analysis was performed by the Stata/SE 12.0 software.

Results: Eleven randomized controlled trials were eventually included. The results of the meta-analysis showed that neoadjuvant immunochemotherapy significantly improved the objective response rate compared with neoadjuvant chemotherapy (CT; 62.46% vs 41.88%, P = 0.003), but the objective response rate of neoadjuvant double-immunotherapy was roughly comparable to that of neoadjuvant single-immunotherapy (15.74% vs 10.45%, P = 0.387). Major pathologic response (MPR) rate and pathologic complete response (pCR) rate of neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy were significantly superior to neoadjuvant CT alone and neoadjuvant single-immunotherapy, respectively. Compared with neoadjuvant CT alone, neoadjuvant immunochemotherapy increased the down-staging rate (40.16% vs 26.70%, P = 0.060), the surgical resection rate (83.69% vs 73.07%, P = 0.231), and R0 resection rate (86.19% vs 77.98%, P = 0.502), but there were no statistically significant differences. Neoadjuvant immunochemotherapy did not increase the postoperative complications rate than neoadjuvant CT alone (40.20% vs 41.30%, P = 0.920). In terms of safety, neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy did not increase the incidence of treatment-related adverse events (TRAEs) and the grade 3 or higher TRAEs.

Conclusions: In summary, neoadjuvant immunochemotherapy had better clinical efficacy than neoadjuvant CT for patients with NSCLC. MPR rate and pCR rate of neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy were significantly superior to neoadjuvant CT and neoadjuvant single-immunotherapy, respectively, for patients with NSCLC, showing that MPR rate and pCR rate were probably considered as alternative endpoints for survival benefit. TRAEs were comparable between the corresponding groups. The long-term survival outcome of neoadjuvant immunotherapy for patients with NSCLC needs to be further confirmed to better guide clinical practice.

目的:系统评价新辅助免疫疗法治疗非小细胞肺癌癌症(NSCLC)的有效性和安全性,以及会议摘要。荟萃分析采用Stata/SE 12.0软件进行。结果:最终纳入11项随机对照试验。荟萃分析结果显示,与新辅助化疗相比,新辅助免疫化疗显著提高了客观有效率(CT;62.46%对41.88%,P=0.003),但新辅助双重免疫治疗的客观有效率与新辅助单一免疫治疗大致相当(15.74%vs10.45%,P=0.387)单一免疫疗法。与单独的新辅助CT相比,新辅助免疫化疗提高了下分期率(40.16%对26.70%,P=0.060)、手术切除率(83.69%对73.07%,P=0.021)和R0切除率(86.19%对77.98%,P=0.052),但无统计学显著差异。与单纯新辅助CT相比,新辅助免疫化疗不会增加术后并发症发生率(40.20%vs 41.30%,P=0.920)。就安全性而言,新免疫化疗和新辅助双重免疫治疗不会增加治疗相关不良事件(TRAEs)的发生率和3级或更高级别的TRAEs。结论:总之,新辅助免疫化疗对NSCLC患者的临床疗效优于新辅助CT。对于NSCLC患者,新辅助免疫化疗和新辅助双重免疫治疗的MPR率和pCR率分别显著优于新辅助CT和新辅助单一免疫治疗,表明MPR率或pCR率可能被视为生存益处的替代终点。TRAE在相应组之间具有可比性。NSCLC患者新辅助免疫治疗的长期生存结果有待进一步证实,以更好地指导临床实践。
{"title":"Neoadjuvant Immunotherapy and Non-Small Cell Lung Cancer: A Systematic Review and Meta-analysis of Randomized Controlled Trials.","authors":"Shaofu Yu,&nbsp;Shasha Zhai,&nbsp;Qian Gong,&nbsp;Chunhong Xiang,&nbsp;Jianping Gong,&nbsp;Lin Wu,&nbsp;Xingxiang Pu","doi":"10.1097/COC.0000000000001046","DOIUrl":"10.1097/COC.0000000000001046","url":null,"abstract":"<p><strong>Objectives: </strong>To systematically evaluate the effectiveness and safety of neoadjuvant immunotherapy for patients with non-small cell lung cancer (NSCLC).</p><p><strong>Methods: </strong>Randomized controlled trials of neoadjuvant immunotherapy in treating patients with NSCLC were comprehensively retrieved from electronic databases, eligible studies, previous systematic reviews and meta-analyses, guidelines, and conference abstracts. The meta-analysis was performed by the Stata/SE 12.0 software.</p><p><strong>Results: </strong>Eleven randomized controlled trials were eventually included. The results of the meta-analysis showed that neoadjuvant immunochemotherapy significantly improved the objective response rate compared with neoadjuvant chemotherapy (CT; 62.46% vs 41.88%, P = 0.003), but the objective response rate of neoadjuvant double-immunotherapy was roughly comparable to that of neoadjuvant single-immunotherapy (15.74% vs 10.45%, P = 0.387). Major pathologic response (MPR) rate and pathologic complete response (pCR) rate of neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy were significantly superior to neoadjuvant CT alone and neoadjuvant single-immunotherapy, respectively. Compared with neoadjuvant CT alone, neoadjuvant immunochemotherapy increased the down-staging rate (40.16% vs 26.70%, P = 0.060), the surgical resection rate (83.69% vs 73.07%, P = 0.231), and R0 resection rate (86.19% vs 77.98%, P = 0.502), but there were no statistically significant differences. Neoadjuvant immunochemotherapy did not increase the postoperative complications rate than neoadjuvant CT alone (40.20% vs 41.30%, P = 0.920). In terms of safety, neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy did not increase the incidence of treatment-related adverse events (TRAEs) and the grade 3 or higher TRAEs.</p><p><strong>Conclusions: </strong>In summary, neoadjuvant immunochemotherapy had better clinical efficacy than neoadjuvant CT for patients with NSCLC. MPR rate and pCR rate of neoadjuvant immunochemotherapy and neoadjuvant double-immunotherapy were significantly superior to neoadjuvant CT and neoadjuvant single-immunotherapy, respectively, for patients with NSCLC, showing that MPR rate and pCR rate were probably considered as alternative endpoints for survival benefit. TRAEs were comparable between the corresponding groups. The long-term survival outcome of neoadjuvant immunotherapy for patients with NSCLC needs to be further confirmed to better guide clinical practice.</p>","PeriodicalId":50812,"journal":{"name":"American Journal of Clinical Oncology-Cancer Clinical Trials","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/fa/c4/coc-46-517.PMC10589427.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41180421","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
Comparison of Tumor Bed Delineation Using a Novel Radiopaque Filament Marker Versus Surgical Clips for Targeting Breast Cancer Radiotherapy. 使用新型不透射线细丝标记物与靶向乳腺癌症放射治疗的手术夹的肿瘤床划定的比较。
IF 2.6 4区 医学 Q2 Medicine Pub Date : 2023-10-01 Epub Date: 2023-07-13 DOI: 10.1097/COC.0000000000001028
Utkarsh Shukla, Ulrich W Langner, David Linshaw, Sydney Tan, Kathryn E Huber, Chelsea J Miller, Esther Yu, Kara L Leonard, Mark Sueyoshi, Brett Diamond, David Edmonson, David E Wazer, Jennifer Gass, Jaroslaw T Hepel

Background: Accuracy of tumor bed (TB) delineation is essential for targeting boost doses or partial breast irradiation. Multiple studies have shown high interobserver variability with standardly used surgical clip markers (CMs). We hypothesize that a radiopaque filament marker (FM) woven along the TB will improve TB delineation consistency.

Methods: An FDA-approved FM was intraoperatively used to outline the TB of patients undergoing lumpectomy. Between January 2020 and January 2022, consecutive patients with FM placed after either (1) lumpectomy or (2) lumpectomy with oncoplastic reconstruction were identified and compared with those with CM. Six "experts" (radiation oncologists specializing in breast cancer) across 2 institutions independently defined all TBs. Three metrics (volume variance, dice coefficient, and center of mass [COM] deviation). Two-tailed paired samples t tests were performed to compare FM and CM cohorts.

Results: Twenty-eight total patients were evaluated (14 FM and 14 CM). In aggregate, differences in volume between expert contours were 29.7% (SD ± 58.8%) with FM and 55.4% (SD ± 105.9%) with CM ( P < 0.001). The average dice coefficient in patients with FM was 0.54 (SD ± 0.15), and with CM was 0.44 (SD ± 0.22) ( P < 0.001). The average COM deviation was 0.63 cm (SD ± 0.53 cm) for FM and 1.05 cm (SD ± 0.93 cm) for CM; ( P < 0.001). In the subset of patients who underwent lumpectomy with oncoplastic reconstruction, the difference in average volume was 21.8% (SD ± 20.4%) with FM and 52.2% (SD ± 64.5%) with CM ( P <0.001). The average dice coefficient was 0.53 (SD ± 0.12) for FM versus 0.39 (SD ± 0.24) for CM ( P < 0.001). The average COM difference was 0.53 cm (SD ± 0.29 cm) with FM versus 1.25 cm (SD ± 1.08 cm) with CM ( P < 0.001).

Conclusion: FM consistently outperformed CM in the setting of both standard lumpectomy and complex oncoplastic reconstruction. These data suggest the superiority of FM in TB delineation.

背景:肿瘤床(TB)描绘的准确性对于靶向增强剂量或部分乳腺照射至关重要。多项研究表明,标准使用的手术夹标记物(CM)具有较高的观察者间变异性。我们假设沿着TB编织的不透射线细丝标记物(FM)将提高TB描绘的一致性。方法:术中使用美国食品药品监督管理局批准的FM来概述接受肿瘤切除术的患者的结核病。在2020年1月至2022年1月期间,确定了连续接受(1)肿块切除术或(2)肿块切除并进行肿瘤成形术重建的FM患者,并将其与CM患者进行比较。两个机构的六名“专家”(专门研究癌症乳腺癌的放射肿瘤学家)独立定义了所有TB。三个指标(体积方差、骰子系数和质心[COM]偏差)。双尾配对样本t检验用于比较FM和CM队列。结果:共有28名患者接受了评估(14名FM和14名CM)。总的来说,FM和CM的专家轮廓之间的体积差异分别为29.7%(SD±58.8%)和55.4%(SD±105.9%)(P<0.001)。FM患者的平均骰子系数为0.54(SD±0.15),CM患者的平均dice系数为0.44(SD?.22)(P<0.000)。FM和CM患者的COM平均偏差分别为0.63cm(SD±0.53cm)和1.05cm(SD±0.93cm);(P<0.001)。在接受肿块切除和肿瘤整形重建的患者亚群中,FM和CM的平均体积差异为21.8%(SD±20.4%)和52.2%(SD±64.5%)(P结论:FM在标准肿块切除和复杂肿瘤整形重建方面始终优于CM。这些数据表明FM在结核病描绘方面的优势。
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American Journal of Clinical Oncology-Cancer Clinical Trials
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