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CAR-T in cancer therapeutics and updates CAR-T 在癌症治疗中的应用及最新进展
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-01-09 DOI: 10.1016/j.jncc.2024.01.001

Chimeric antigen receptor (CAR) T-cell therapy has emerged as a groundbreaking approach in cancer treatment, utilizing the immune system's capabilities to combat malignancies. This innovative therapy involves extracting T-cells from a patient's blood, genetically modifying them to target specific cancer cells, and reinfusing them back into the patient's body. The genetically modified T-cells then seek out and eliminate cancer cells, offering a promising therapeutic strategy. Since its initial approval in 2017, CAR-T therapy has witnessed remarkable advancements and updates. Notably, CAR-T therapy, which was initially developed for hematological malignancies, has expanded its scope to target solid tumors. Currently, clinical trials are underway to explore the efficacy of CAR-T therapy in treating various solid tumors, such as lung cancer, breast cancer, and ovarian cancer. These trials hold great potential to revolutionize cancer treatment and provide new hope to patients with challenging-to-treat solid tumors. In this mini-review, we present an overview of CAR-T therapy's mechanisms, emphasizing its role in targeting cancer cells and the potential therapeutic benefits. Additionally, we discuss the recent progress and updates in CAR-T therapy, particularly its application in treating solid tumors, and highlight the ongoing clinical trials aimed at broadening its therapeutic horizon. The evolving landscape of CAR-T therapy signifies a promising direction in cancer therapeutics, with the potential to revolutionize the treatment of both hematological and solid tumor malignancies.

嵌合抗原受体(CAR)T 细胞疗法利用免疫系统的能力对抗恶性肿瘤,已成为癌症治疗领域的突破性方法。这种创新疗法包括从患者血液中提取 T 细胞,对其进行基因改造,使其针对特定的癌细胞,然后将其回输到患者体内。经过基因改造的T细胞会寻找并消灭癌细胞,从而提供了一种前景广阔的治疗策略。自2017年首次获批以来,CAR-T疗法见证了显著的进步和更新。值得注意的是,最初针对血液恶性肿瘤开发的 CAR-T 疗法已将其范围扩大到针对实体瘤。目前,探索 CAR-T 疗法治疗肺癌、乳腺癌和卵巢癌等各种实体瘤疗效的临床试验正在进行中。这些试验具有巨大的潜力,可彻底改变癌症治疗方法,并为难以治疗的实体瘤患者带来新的希望。在这篇微型综述中,我们将概述 CAR-T 疗法的机制,强调其在靶向癌细胞方面的作用和潜在的治疗效果。此外,我们还讨论了 CAR-T 疗法的最新进展和更新,尤其是在治疗实体瘤方面的应用,并重点介绍了旨在拓宽其治疗范围的正在进行的临床试验。CAR-T疗法不断发展的态势标志着癌症治疗的一个大有可为的方向,有可能彻底改变血液和实体瘤恶性肿瘤的治疗。
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引用次数: 0
Association of overall survival benefit of radiotherapy with progression-free survival after chemotherapy for diffuse large B-cell lymphoma: A systematic review and meta-analysis 中高危弥漫大B细胞淋巴瘤化疗后放疗的总生存期与无进展生存期的关系:系统综述与荟萃分析
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-04-23 DOI: 10.1016/j.jncc.2024.04.002

Objective

To evaluate whether improved progression-free survival (PFS) from radiotherapy (RT) translates into an overall survival (OS) benefit for diffuse large B-cell lymphoma (DLBCL).

Methods

A systematic literature search identified randomized controlled trials (RCTs) and retrospective studies that compared combined-modality therapy (CMT) with chemotherapy (CT) alone. Weighted regression analyses were used to estimate the correlation between OS and PFS benefits. Cohen's kappa statistic assessed the consistency between DLBCL risk-models and PFS patterns. Furthermore, the benefit trend of RT was analyzed by fitting a linear regression model to the pooled hazard ratio (HR) according to the PFS patterns.

Results

For both 7 RCTs and 52 retrospective studies, correlations were found between PFS HR (HRPFS) and OS HR (HROS) at trial level (r = 0.639–0.876), and between PFS and OS rates at treatment-arm level, regardless of CT regimens (r = 0.882–0.964). Incorporating RT into CT increased about 18% of PFS, and revealed a different OS benefit profile. Patients were stratified into four CT-generated PFS patterns (>80%, >60–80%, >40–60%, and ≤40%), which was consistent with risk-stratified subgroups (kappa > 0.6). Absolute gain in OS from RT ranged from ≤5% at PFS >80% to about 21% at PFS ≤40%, with pooled HROS from 0.70 (95% CI, 0.51–0.97) to 0.48 (95% CI, 0.36–0.63) after rituximab-based CT. The OS benefit of RT was predominant in intermediate- and high-risk patients with PFS ≤ 80%.

Conclusion

We demonstrated a varied OS benefit profile of RT to inform treatment decisions and clinical trial design.

方法通过系统性文献检索确定了比较联合模式疗法(CMT)与单纯化疗(CT)的随机对照试验(RCT)和回顾性研究。加权回归分析用于估计OS和PFS获益之间的相关性。Cohen's kappa 统计评估了 DLBCL 风险模型与 PFS 模式之间的一致性。结果在7项RCT研究和52项回顾性研究中,试验水平的PFS HR(HRPFS)和OS HR(HROS)之间存在相关性(r = 0.639-0.876),治疗组水平的PFS和OS率之间也存在相关性,与CT方案无关(r = 0.882-0.964)。在CT中加入RT可增加约18%的PFS,并显示出不同的OS获益情况。患者被分为四种CT生成的PFS模式(80%、60%-80%、40%-60%和≤40%),这与风险分层亚组一致(kappa >0.6)。RT带来的OS绝对收益从PFS >80%时的≤5%到PFS≤40%时的约21%不等,基于利妥昔单抗的CT后的汇总HROS从0.70(95% CI,0.51-0.97)到0.48(95% CI,0.36-0.63)不等。RT的OS获益主要体现在PFS≤80%的中危和高危患者中。
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引用次数: 0
Primary liver cancer organoids and their application to research and therapy 原发性肝癌器官组织及其在研究和治疗中的应用
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-06-17 DOI: 10.1016/j.jncc.2024.06.002
Xiaobin Zhu, Rajiv Trehan, Changqing Xie

Primary liver cancer is a leading cause of death worldwide. To create advanced treatments for primary liver cancer, studies have utilized models such as 2D cell culture and in vivo animal models. Recent developments in cancer organoids have created the possibility for 3D in vitro cultures that recapitulates the cancer cell structure and operation as well as the tumor microenvironment (TME). However, before organoids can be directly translated to clinical use, tissue processing and culture medium must be standardized with unified protocols to decrease variability in results. Herein, we present the wide variety of published methodologies used to derive liver cancer organoids from patient tumor tissues. Additionally, we summarize validation methodologies for organoids in terms of marker expression levels with immunohistochemistry as well as the presence of mutations and variants through RNA-sequencing. Primary liver cancer organoids have exciting applications allowing for faster drug testing at a larger scale. Primary liver cancer organoids also assisit in uncovering new mechanisms. Through the coculture of different immune cells and cancer organoids, organoids are now better able to recapitulate the liver cancer TME. In addition, it further aids in the investigation of drug development and drug resistance. Lastly, we posit that the usage of liver cancer organoids in animal models provides researchers a methodology to overcome the current limitations of culture systems.

原发性肝癌是导致全球死亡的主要原因之一。为了创造原发性肝癌的先进治疗方法,研究利用了二维细胞培养和体内动物模型等模型。癌症器官组织的最新发展为三维体外培养创造了可能,这种培养能再现癌细胞的结构和运作以及肿瘤微环境(TME)。然而,在将器官组织直接应用于临床之前,组织处理和培养基必须通过统一的方案实现标准化,以减少结果的差异性。在此,我们将介绍已发表的从患者肿瘤组织中提取肝癌器官组织的各种方法。此外,我们还总结了通过免疫组化鉴定标志物表达水平以及通过 RNA 序列鉴定是否存在突变和变异的有机体验证方法。原发性肝癌器官组织具有令人兴奋的应用前景,可以更快地进行更大规模的药物测试。原发性肝癌器官组织还有助于发现新的机制。通过不同免疫细胞和癌症器官组织的共培养,器官组织现在能够更好地再现肝癌TME。此外,它还能进一步帮助研究药物开发和耐药性。最后,我们认为,在动物模型中使用肝癌器官组织为研究人员提供了一种方法来克服目前培养系统的局限性。
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引用次数: 0
Establishing the homologous recombination score threshold in metastatic prostate cancer patients to predict the efficacy of PARP inhibitors 在转移性前列腺癌患者中建立同源重组评分阈值,以预测 PARP 抑制剂的疗效
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-05-25 DOI: 10.1016/j.jncc.2024.05.005
Diwei Zhao , Anqi Wang , Yuanwei Li , Xinyang Cai , Junliang Zhao , Tianyou Zhang , Yi Zhao , Yu Dong , Fangjian Zhou , Yonghong Li , Jun Wang

Background

The homologous recombination deficiency (HRD) score serves as a promising biomarker to identify patients who are eligible for treatment with PARP inhibitors (PARPi). Previous studies have suggested a 3-biomarker Genomic Instability Score (GIS) threshold of ≥ 42 as a valid biomarker to predict response to PARPi in patients with ovarian cancer and breast cancer. However, the GIS threshold for prostate cancer (PCa) is still lacking. Here, we conducted an exploratory analysis to investigate an appropriate HRD score threshold and to evaluate its ability to predict response to PARPi in PCa patients.

Methods

A total of 181 patients with metastatic castration-resistant PCa were included in this study. Tumor tissue specimens were collected for targeted next-generation sequencing for homologous recombination repair (HRR) genes and copy number variation (CNV) analysis. The HRD score was calculated based on over 50,000 single-nucleotide polymorphisms (SNP) distributed across the human genome, incorporating three SNP-based assays: loss of heterozygosity, telomeric allelic imbalance, and large-scale state transition. The HRD score threshold was set at the last 5th percentile of the HRD scores in our cohort of known HRR-deficient tumors. The relationship between the HRD score and the efficacy in 16 patients of our cohort who received PARPi treatment were retrospectively analyzed.

Results

Genomic testing was succeeded in 162 patients. In our cohort, 61 patients (37.7%) had HRR mutations (HRRm). BRCA mutations occurred in 15 patients (9.3%). The median HRD score was 4 (ranged from 0 to 57) in the total cohort, which is much lower than that in breast and ovarian cancers. Patients who harbored HRRm and BRCA or TP53 mutations had higher HRD scores. CNV occured more frequently in patients with HRRm. The last 5th percentile of HRD scores was 43 in the HRR-mutant cohort and consequently HRD high was defined as HRD scores 43. In the 16 patients who received PARPi in our cohort, 4 patients with a high HRD score achieved an objective response rate (ORR) of 100% while 12 patients with a low HRD score achieved an ORR of 8.3%. Progression-free survival (PFS) in HRD high patients was longer compared to HRD low patients, regardless of HRRm.

Conclusions

A HRD score threshold of 43 was established and preliminarily validated to predict the efficacy of PARPi in this study. Future studies are needed to further verify this threshold.

背景同源重组缺陷(HRD)评分是一种很有前景的生物标志物,可用于确定哪些患者符合接受 PARP 抑制剂(PARPi)治疗的条件。以往的研究表明,3个生物标志物基因组不稳定性评分(GIS)阈值≥42是预测卵巢癌和乳腺癌患者对PARPi反应的有效生物标志物。然而,前列腺癌(PCa)的 GIS 阈值仍然缺乏。在此,我们进行了一项探索性分析,以研究合适的 HRD 评分阈值,并评估其预测 PCa 患者对 PARPi 反应的能力。收集肿瘤组织标本,进行同源重组修复(HRR)基因的靶向新一代测序和拷贝数变异(CNV)分析。HRD评分是根据分布在人类基因组中的5万多个单核苷酸多态性(SNP)计算得出的,其中包含三种基于SNP的检测方法:杂合性缺失、端粒等位基因不平衡和大规模状态转换。HRD评分阈值设定为已知HRR缺陷肿瘤队列中HRD评分的倒数第5百分位数。我们对队列中接受 PARPi 治疗的 16 例患者的 HRD 评分与疗效之间的关系进行了回顾性分析。在我们的队列中,61 例患者(37.7%)发生了 HRR 突变(HRRm)。15名患者(9.3%)出现BRCA突变。所有患者的 HRD 评分中位数为 4(范围从 0 到 57),远低于乳腺癌和卵巢癌。携带HRRm和BRCA或TP53突变的患者HRD评分较高。CNV在HRRm患者中发生得更频繁。在HRR突变组群中,HRD评分的最后5百分位数为43,因此HRD高分被定义为HRD评分≥43。在我们队列中接受PARPi治疗的16名患者中,4名HRD评分高的患者客观反应率(ORR)达到100%,而12名HRD评分低的患者ORR为8.3%。无论HRRm如何,HRD高分患者的无进展生存期(PFS)均长于HRD低分患者。结论 本研究建立并初步验证了预测PARPi疗效的HRD评分阈值43。未来的研究需要进一步验证这一阈值。
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引用次数: 0
Precision radiation therapy in the modern era of multidisciplinary care in oncology: What matters to our patients and beyond? 现代肿瘤多学科治疗时代的精准放射治疗:什么对我们的患者及其他方面至关重要?
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-05-11 DOI: 10.1016/j.jncc.2024.05.004
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引用次数: 0
Burden of malignant mesothelioma in China during 1990–2019 and the projections through 2029 1990-2019 年间中国恶性间皮瘤负担及 2029 年前的预测
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-09-01 Epub Date: 2024-05-11 DOI: 10.1016/j.jncc.2024.05.003

Objective

To provide the most up-to-date data on the burden of malignant mesothelioma (MM) and the projections through 2029 in China.

Methods

Data on patients diagnosed with MM from China during 1990–2019 were obtained from the Global Burden of Disease (GBD) 2019 database, including annual cases and deaths data and age-standardized rates of incidence, mortality, and disability-adjusted life-years (DALYs) associated with MM among different age groups. Temporal trends during 1990–2019 were analyzed by the Joinpoint regression models using 95% confidence interval (CI), while the projections through 2029 were calculated by the Bayesian age-period-cohort model. Data on the production and consumption of asbestos in China were obtained from the United States Geological Survey on Mineral Commodity Summaries during 1996–2023.

Results

We observed a significant elevation in incident new cases and deaths over the last 3 decades, increasing from 1193 in 1990 to 2815 in 2019 for incident cases and from 1134 in 1990 to 2773 in 2019 for death cases. We found a roughly 6% increase in the proportion of incident cases for those aged >70 years (30% in 2019 versus 24% in 1990), while for the proportion of deaths similar elevation for those aged >70 years was found. Additionally, men had significantly higher DALYs due to MM across age groups compared with women. Asbestos consumption in China dramatically dropped since 2012 and reached the bottom in 2017 with 230 kilotons. By 2029, the projected age-standardized rate for incidence and mortality is expected to reach 1.2 per million for both.

Conclusion

We found, for the first time using GBD data on the Chinese population, that the burden of MM has been significantly increasing in China over the last three decades and will continue to increase in the upcoming decade, suggesting an urgent need for a complete ban on chrysotile asbestos in China.

方法从全球疾病负担(GBD)2019数据库中获得1990-2019年中国恶性间皮瘤患者的数据,包括年度病例和死亡数据,以及不同年龄组恶性间皮瘤的发病率、死亡率和残疾调整生命年(DALYs)的年龄标准化率。1990-2019年期间的时间趋势是通过使用95%置信区间(CI)的Joinpoint回归模型进行分析的,而到2029年的预测则是通过贝叶斯年龄-时期-队列模型计算的。有关中国石棉生产和消费的数据来自美国地质调查局 1996-2023 年期间的《矿物商品摘要》。结果 我们观察到,在过去 30 年中,新发病例和死亡病例显著增加,新发病例从 1990 年的 1193 例增加到 2019 年的 2815 例,死亡病例从 1990 年的 1134 例增加到 2019 年的 2773 例。我们发现,70 岁以上人群的发病比例增加了约 6%(2019 年为 30%,1990 年为 24%),而 70 岁以上人群的死亡比例也出现了类似的上升。此外,与女性相比,男性在各年龄组中因MM导致的残疾调整寿命年数要高得多。自2012年以来,中国的石棉消费量急剧下降,并于2017年跌至230千吨的谷底。到2029年,预计年龄标准化的发病率和死亡率都将达到1.2/100万。结论我们首次利用GBD数据发现,在过去30年中,中国人口的MM负担显著增加,并将在未来十年中继续增加,这表明中国迫切需要全面禁止使用温石棉。
{"title":"Burden of malignant mesothelioma in China during 1990–2019 and the projections through 2029","authors":"","doi":"10.1016/j.jncc.2024.05.003","DOIUrl":"10.1016/j.jncc.2024.05.003","url":null,"abstract":"<div><h3>Objective</h3><p>To provide the most up-to-date data on the burden of malignant mesothelioma (MM) and the projections through 2029 in China.</p></div><div><h3>Methods</h3><p>Data on patients diagnosed with MM from China during 1990–2019 were obtained from the Global Burden of Disease (GBD) 2019 database, including annual cases and deaths data and age-standardized rates of incidence, mortality, and disability-adjusted life-years (DALYs) associated with MM among different age groups. Temporal trends during 1990–2019 were analyzed by the Joinpoint regression models using 95% confidence interval (CI), while the projections through 2029 were calculated by the Bayesian age-period-cohort model. Data on the production and consumption of asbestos in China were obtained from the United States Geological Survey on Mineral Commodity Summaries during 1996–2023.</p></div><div><h3>Results</h3><p>We observed a significant elevation in incident new cases and deaths over the last 3 decades, increasing from 1193 in 1990 to 2815 in 2019 for incident cases and from 1134 in 1990 to 2773 in 2019 for death cases. We found a roughly 6% increase in the proportion of incident cases for those aged &gt;70 years (30% in 2019 versus 24% in 1990), while for the proportion of deaths similar elevation for those aged &gt;70 years was found. Additionally, men had significantly higher DALYs due to MM across age groups compared with women. Asbestos consumption in China dramatically dropped since 2012 and reached the bottom in 2017 with 230 kilotons. By 2029, the projected age-standardized rate for incidence and mortality is expected to reach 1.2 per million for both.</p></div><div><h3>Conclusion</h3><p>We found, for the first time using GBD data on the Chinese population, that the burden of MM has been significantly increasing in China over the last three decades and will continue to increase in the upcoming decade, suggesting an urgent need for a complete ban on chrysotile asbestos in China.</p></div>","PeriodicalId":73987,"journal":{"name":"Journal of the National Cancer Center","volume":"4 3","pages":"Pages 214-222"},"PeriodicalIF":7.6,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667005424000292/pdfft?md5=1ae76bef0471d1f5a72e72ff1c9c8196&pid=1-s2.0-S2667005424000292-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141050133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 prognostic role of circulating tumor DNA across breast cancer molecular subtypes: A systematic review and meta-analysis 乳腺癌分子亚型中循环肿瘤 DNA 的预后作用:系统回顾和荟萃分析
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-06-01 Epub Date: 2024-05-03 DOI: 10.1016/j.jncc.2024.04.005
Nana Guo , Qingxin Zhou , Meng Zhang , Xiaowei Chen , Baoqi Zeng , Shanshan Wu , Hongmei Zeng , Mopei Wang , Fei Ma , Feng Sun

Objective

Circulating tumor DNA (ctDNA) is increasingly being used as a potential prognostic biomarker in cancer patients. We aimed to assess the prognostic value of ctDNA in different subtypes of breast cancer patients throughout the whole treatment cycle.

Materials and methods

PubMed, Web of Science, Embase, Cochrane Library, Scopus, and clinical trials.gov databases were searched from January 2016 to May 2022. The following search terms were used: ctDNA OR circulating tumor DNA AND breast cancer OR breast carcinoma. Only studies written in English were included. The following pre-specified criteria should be met for inclusion: (i) original articles, conference abstracts, etc.; (ii) patients with breast cancer; (iii) ctDNA measurement; and (iv) clinical outcome data such as recurrence-free survival (RFS) and overall survival (OS). The random-effects model was preferred considering the potential heterogeneity across studies. The main outcomes are ctDNA detection rate and postoperative long-term outcomes (RFS and OS).

Results

A total of 24 studies were screened. At every measurement time, the ctDNA detection rate of the HR+ subgroup was similar to that of the HR- subgroup (P = 0.075; P = 0.458; P = 0.744; and P = 0.578), and the ctDNA detection rate of the HER2+ subgroup was similar to that of the HER2- subgroup (P = 0.805; P = 0.271; P = 0.807; and P = 0.703). In the HR+ subgroup, RFS and OS of ctDNA positive patients were similar to those of ctDNA negative patients (P = 0.589 and P = 0.110), while RFS and OS of the ctDNA positive group was significantly shorter than those of the ctDNA negative patients in the HR- subgroup (HR = 4.03, P < 0.001; HR = 3.21, P < 0.001). According to HER grouping, the results were the same as above. In the triple negative breast cancer (TNBC) subgroup, the RFS and OS of ctDNA-positive patients was significantly shorter than of the ctDNA negative patients before and after surgery.

Conclusions

ctDNA was more predictive of recurrence-free survival and overall survival in the HR- subgroup than in the HR+ subgroup, and the same result was showed in the HER2- subgroup vs. HER2+ subgroup. The prognosis of the TNBC subtype is closely related to ctDNA before and after surgery.

目的循环肿瘤 DNA(ctDNA)越来越多地被用作癌症患者潜在的预后生物标志物。我们旨在评估ctDNA在不同亚型乳腺癌患者整个治疗周期中的预后价值。材料和方法检索了2016年1月至2022年5月期间的PubMed、Web of Science、Embase、Cochrane Library、Scopus和clinical trials.gov数据库。使用的检索词如下:ctDNA OR 循环肿瘤 DNA AND 乳腺癌 OR 乳腺癌。仅纳入以英语撰写的研究。纳入研究应符合以下预设标准:(i) 原创文章、会议摘要等;(ii) 乳腺癌患者;(iii) ctDNA 测量;(iv) 无复发生存期(RFS)和总生存期(OS)等临床结果数据。考虑到各研究之间可能存在异质性,因此首选随机效应模型。主要结果为ctDNA检出率和术后长期结果(RFS和OS)。在每个测量时间,HR+亚组的ctDNA检出率与HR-亚组相似(P = 0.075;P = 0.458;P = 0.744;P = 0.578),HER2+亚组的ctDNA检出率与HER2-亚组相似(P = 0.805;P = 0.271;P = 0.807;P = 0.703)。在HR+亚组中,ctDNA阳性患者的RFS和OS与ctDNA阴性患者相似(P = 0.589和P = 0.110),而在HR-亚组中,ctDNA阳性组的RFS和OS明显短于ctDNA阴性患者(HR = 4.03,P <0.001;HR = 3.21,P <0.001)。根据 HER 分组,结果与上述相同。在三阴性乳腺癌(TNBC)亚组中,ctDNA阳性患者手术前后的RFS和OS明显短于ctDNA阴性患者。TNBC亚型的预后与手术前后的ctDNA密切相关。
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引用次数: 0
Application of Survival Quilts for prognosis prediction of gastrectomy patients based on the Surveillance, Epidemiology, and End Results database and China National Cancer Center Gastric Cancer database 基于监测、流行病学和终末结果(SEER)数据库和中国国家癌症中心胃癌(NCCGC)数据库的生存被子在胃切除术患者预后预测中的应用
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-06-01 Epub Date: 2024-03-12 DOI: 10.1016/j.jncc.2024.01.007
Lulu Zhao , Penghui Niu , Wanqing Wang , Xue Han , Xiaoyi Luan , Huang Huang , Yawei Zhang , Dongbing Zhao , Jidong Gao , Yingtai Chen
<div><h3>Objective</h3><p>Accurate prognosis prediction is critical for individualized-therapy making of gastric cancer patients. We aimed to develop and test 6-month, 1-, 2-, 3-, 5-, and 10-year overall survival (OS) and cancer-specific survival (CSS) prediction models for gastric cancer patients following gastrectomy.</p></div><div><h3>Methods</h3><p>We derived and tested Survival Quilts, a machine learning-based model, to develop 6-month, 1-, 2-, 3-, 5-, and 10-year OS and CSS prediction models. Gastrectomy patients in the development set (<em>n</em> = 20,583) and the internal validation set (<em>n</em> = 5,106) were recruited from the Surveillance, Epidemiology, and End Results (SEER) database, while those in the external validation set (<em>n</em> = 6,352) were recruited from the China National Cancer Center Gastric Cancer (NCCGC) database. Furthermore, we selected gastrectomy patients without neoadjuvant therapy as a subgroup to train and test the prognostic models in order to keep the accuracy of tumor-node-metastasis (TNM) stage. Prognostic performances of these OS and CSS models were assessed using the Concordance Index (C-index) and area under the curve (AUC) values.</p></div><div><h3>Results</h3><p>The machine learning model had a consistently high accuracy in predicting 6-month, 1-, 2-, 3-, 5-, and 10-year OS in the SEER development set (C-index = 0.861, 0.832, 0.789, 0.766, 0.740, and 0.709; AUC = 0.784, 0.828, 0.840, 0.849, 0.869, and 0.902, respectively), SEER validation set (C-index = 0.782, 0.739, 0.712, 0.698, 0.681, and 0.660; AUC = 0.751, 0.772, 0.767, 0.762, 0.766, and 0.787, respectively), and NCCGC set (C-index = 0.691, 0.756, 0.751, 0.737, 0.722, and 0.701; AUC = 0.769, 0.788, 0.790, 0.790, 0.787, and 0.788, respectively). The model was able to predict 6-month, 1-, 2-, 3-, 5-, and 10-year CSS in the SEER development set (C-index = 0.879, 0.858, 0.820, 0.802, 0.784, and 0.774; AUC = 0.756, 0.827, 0.852, 0.863, 0.874, and 0.884, respectively) and SEER validation set (C-index = 0.790, 0.763, 0.741, 0.729, 0.718, and 0.708; AUC = 0.706, 0.758, 0.767, 0.766, 0.766, and 0.764, respectively). In multivariate analysis, the high-risk group with risk score output by 5-year OS model was proved to be a strong survival predictor both in the SEER development set (hazard ratio [HR] = 14.59, 95% confidence interval [CI]: 1.872–2.774, <em>P</em> < 0.001), SEER validation set (HR = 2.28, 95% CI: 13.089–16.293, <em>P</em> < 0.001), and NCCGC set (HR = 1.98, 95% CI: 1.617–2.437, <em>P</em> <em><</em> 0.001). We further explored the prognostic value of risk score resulted 5-year CSS model of gastrectomy patients, and found that high-risk group remained as an independent CSS factor in the SEER development set (HR = 12.81, 95% CI: 11.568–14.194, <em>P</em> < 0.001) and SEER validation set (HR = 1.61, 95% CI: 1.338–1.935, <em>P</em> < 0.001).</p></div><div><h3>Conclusion</h3><p>Survival Quilts could allow accurate prediction of 6-m
目的准确的预后预测对胃癌患者的个体化治疗至关重要。我们旨在开发并测试胃癌患者胃切除术后 6 个月、1 年、2 年、3 年、5 年和 10 年总生存期(OS)和癌症特异性生存期(CSS)预测模型。方法我们开发并测试了基于机器学习的 Survival Quilts 模型,以开发 6 个月、1 年、2 年、3 年、5 年和 10 年 OS 和 CSS 预测模型。开发集(n = 20,583)和内部验证集(n = 5,106)中的胃切除术患者来自监测、流行病学和最终结果(SEER)数据库,而外部验证集(n = 6,352)中的胃切除术患者来自中国国家癌症中心胃癌(NCCGC)数据库。此外,为了保证肿瘤-结节-转移(TNM)分期的准确性,我们选择了未接受新辅助治疗的胃切除术患者作为亚组来训练和测试预后模型。结果在SEER开发集中,机器学习模型对6个月、1年、2年、3年、5年和10年OS的预测准确率一直很高(C-index = 0.861, 0.832, 0.789, 0.766, 0.740, and 0.709; AUC = 0.784, 0.828, 0.840, 0.849, 0.869, and 0.902, respectively)、SEER 验证集(C-index = 0.782, 0.739, 0.712, 0.698, 0.681, and 0.660; AUC = 0.751, 0.772, 0.767, 0.762、0.766 和 0.787),以及 NCCGC 集(C-index = 0.691、0.756、0.751、0.737、0.722 和 0.701;AUC = 0.769、0.788、0.790、0.790、0.787 和 0.788)。在 SEER 开发集中,该模型能够预测 6 个月、1 年、2 年、3 年、5 年和 10 年 CSS(C 指数 = 0.879、0.858、0.820、0.802、0.784 和 0.774;AUC = 0.756、0.827、0.852、0.863、0.874 和 0.884)和 SEER 验证集(C-index = 0.790、0.763、0.741、0.729、0.718 和 0.708;AUC = 0.706、0.758、0.767、0.766、0.766 和 0.764)。在多变量分析中,5 年 OS 模型输出风险评分的高危组被证明是 SEER 开发集中一个强有力的生存预测因子(危险比 [HR] = 14.59,95% 置信区间 [CI]:1.872-2.774):1.872-2.774, P < 0.001)、SEER 验证集(HR = 2.28, 95% CI: 13.089-16.293, P < 0.001)和 NCCGC 集(HR = 1.98, 95% CI: 1.617-2.437, P < 0.001)。我们进一步探讨了风险评分导致胃切除术患者5年CSS模型的预后价值,发现在SEER开发集中,高风险组仍然是一个独立的CSS因素(HR = 12.81, 95% CI: 11.568-14.结论 "生存被单 "可准确预测胃癌患者胃切除术后 6 个月、1-、2-、3-、5-和 10 年的 OS 和 CSS。
{"title":"Application of Survival Quilts for prognosis prediction of gastrectomy patients based on the Surveillance, Epidemiology, and End Results database and China National Cancer Center Gastric Cancer database","authors":"Lulu Zhao ,&nbsp;Penghui Niu ,&nbsp;Wanqing Wang ,&nbsp;Xue Han ,&nbsp;Xiaoyi Luan ,&nbsp;Huang Huang ,&nbsp;Yawei Zhang ,&nbsp;Dongbing Zhao ,&nbsp;Jidong Gao ,&nbsp;Yingtai Chen","doi":"10.1016/j.jncc.2024.01.007","DOIUrl":"10.1016/j.jncc.2024.01.007","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Objective&lt;/h3&gt;&lt;p&gt;Accurate prognosis prediction is critical for individualized-therapy making of gastric cancer patients. We aimed to develop and test 6-month, 1-, 2-, 3-, 5-, and 10-year overall survival (OS) and cancer-specific survival (CSS) prediction models for gastric cancer patients following gastrectomy.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;p&gt;We derived and tested Survival Quilts, a machine learning-based model, to develop 6-month, 1-, 2-, 3-, 5-, and 10-year OS and CSS prediction models. Gastrectomy patients in the development set (&lt;em&gt;n&lt;/em&gt; = 20,583) and the internal validation set (&lt;em&gt;n&lt;/em&gt; = 5,106) were recruited from the Surveillance, Epidemiology, and End Results (SEER) database, while those in the external validation set (&lt;em&gt;n&lt;/em&gt; = 6,352) were recruited from the China National Cancer Center Gastric Cancer (NCCGC) database. Furthermore, we selected gastrectomy patients without neoadjuvant therapy as a subgroup to train and test the prognostic models in order to keep the accuracy of tumor-node-metastasis (TNM) stage. Prognostic performances of these OS and CSS models were assessed using the Concordance Index (C-index) and area under the curve (AUC) values.&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;p&gt;The machine learning model had a consistently high accuracy in predicting 6-month, 1-, 2-, 3-, 5-, and 10-year OS in the SEER development set (C-index = 0.861, 0.832, 0.789, 0.766, 0.740, and 0.709; AUC = 0.784, 0.828, 0.840, 0.849, 0.869, and 0.902, respectively), SEER validation set (C-index = 0.782, 0.739, 0.712, 0.698, 0.681, and 0.660; AUC = 0.751, 0.772, 0.767, 0.762, 0.766, and 0.787, respectively), and NCCGC set (C-index = 0.691, 0.756, 0.751, 0.737, 0.722, and 0.701; AUC = 0.769, 0.788, 0.790, 0.790, 0.787, and 0.788, respectively). The model was able to predict 6-month, 1-, 2-, 3-, 5-, and 10-year CSS in the SEER development set (C-index = 0.879, 0.858, 0.820, 0.802, 0.784, and 0.774; AUC = 0.756, 0.827, 0.852, 0.863, 0.874, and 0.884, respectively) and SEER validation set (C-index = 0.790, 0.763, 0.741, 0.729, 0.718, and 0.708; AUC = 0.706, 0.758, 0.767, 0.766, 0.766, and 0.764, respectively). In multivariate analysis, the high-risk group with risk score output by 5-year OS model was proved to be a strong survival predictor both in the SEER development set (hazard ratio [HR] = 14.59, 95% confidence interval [CI]: 1.872–2.774, &lt;em&gt;P&lt;/em&gt; &lt; 0.001), SEER validation set (HR = 2.28, 95% CI: 13.089–16.293, &lt;em&gt;P&lt;/em&gt; &lt; 0.001), and NCCGC set (HR = 1.98, 95% CI: 1.617–2.437, &lt;em&gt;P&lt;/em&gt; &lt;em&gt;&lt;&lt;/em&gt; 0.001). We further explored the prognostic value of risk score resulted 5-year CSS model of gastrectomy patients, and found that high-risk group remained as an independent CSS factor in the SEER development set (HR = 12.81, 95% CI: 11.568–14.194, &lt;em&gt;P&lt;/em&gt; &lt; 0.001) and SEER validation set (HR = 1.61, 95% CI: 1.338–1.935, &lt;em&gt;P&lt;/em&gt; &lt; 0.001).&lt;/p&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;p&gt;Survival Quilts could allow accurate prediction of 6-m","PeriodicalId":73987,"journal":{"name":"Journal of the National Cancer Center","volume":"4 2","pages":"Pages 142-152"},"PeriodicalIF":7.6,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S266700542400019X/pdfft?md5=03ed90ba842276e402ae3a9c6f81bd5f&pid=1-s2.0-S266700542400019X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140270218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic bTMB combined with residual ctDNA improves survival prediction in locally advanced NSCLC patients with chemoradiotherapy and consolidation immunotherapy 动态bTMB与残留ctDNA相结合可提高化放疗和巩固免疫疗法局部晚期NSCLC患者的生存预测能力
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-06-01 Epub Date: 2024-04-10 DOI: 10.1016/j.jncc.2024.01.008
Yu Wang , Wenqing Wang , Tao Zhang , Yin Yang , Jianyang Wang , Canjun Li , Xin Xu , Yuqi Wu , Ying Jiang , Jinghao Duan , Luhua Wang , Nan Bi
<div><h3>Background</h3><p>Liquid biopsy-based biomarkers, including circulating tumor DNA (ctDNA) and blood tumor mutational burden (bTMB), are recognized as promising predictors of prognoses and responses to immune checkpoint inhibitors (ICIs), despite insufficient sensitivity of single biomarker detection. This research aims to determine whether the combinatorial utility of longitudinal ctDNA with bTMB analysis could improve the prognostic and predictive effects.</p></div><div><h3>Methods</h3><p>This prospective two-center cohort trial, consisting of discovery and validation datasets, enrolled unresectable locally advanced non-small-cell lung cancer (LA-NSCLC) patients and assigned them to chemoradiotherapy (CRT) or CRT + consolidation ICI cohorts from 2018 to 2022. Blood specimens were collected pretreatment, 4 weeks post-CRT, and at progression to assess bTMB and ctDNA using 486-gene next-generation sequencing. Dynamic ∆bTMB was calculated as post-CRT bTMB minus baseline bTMB levels. Decision curve analyses were performed to calculate Concordance index (C-index).</p></div><div><h3>Results</h3><p>One hundred twenty-eight patients were enrolled. In the discovery dataset (<em>n</em> = 73), patients treated with CRT and consolidation ICI had significantly longer overall survival (OS; median not reached [NR] vs 20.2 months; <em>P</em> < 0.001) and progression-free survival (PFS; median 25.2 vs 11.4 months; <em>P</em> = 0.011) than those without ICI. Longitudinal analysis demonstrated a significant decrease in ctDNA abundance post-CRT (<em>P</em> < 0.001) but a relative increase with disease progression. Post-CRT detectable residual ctDNA correlated with significantly shorter OS (median 18.3 months vs NR; <em>P</em> = 0.001) and PFS (median 7.3 vs 25.2 months; <em>P</em> < 0.001). For patients with residual ctDNA, consolidation ICI brought significantly greater OS (median NR vs 14.8 months; <em>P</em> = 0.005) and PFS (median 13.8 vs 6.2 months; <em>P</em> = 0.028) benefit, but no significant difference for patients with ctDNA clearance. Dynamic ∆bTMB was predictive of prognosis. Patients with residual ctDNA and increased ∆bTMB (∆bTMB > 0) had significantly worse OS (median 9.0 vs 23.0 months vs NR; <em>P</em> < 0.001) and PFS (median 3.4 vs 7.3 vs 25.2 months; <em>P</em> < 0.001). The combinatorial model integrating post-CRT ctDNA with ∆bTMB had optimal predictive effects on OS (C-index = 0.723) and PFS (C-index = 0.693), outperforming individual features. In the independent validation set, we confirmed residual ctDNA predicted poorer PFS (median 50.8 vs 14.3 months; <em>P</em> = 0.026) but identified more consolidation ICI benefit (median NR vs 8.3 months; <em>P</em> = 0.039). The combined model exhibited a stable predictive advantage (C-index = 0.742 for PFS).</p></div><div><h3>Conclusions</h3><p>The multiparameter assay integrating qualitative residual ctDNA testing with quantitative ∆bTMB dynamics improves patient prognostic
背景基于液体活检的生物标记物,包括循环肿瘤DNA(ctDNA)和血液肿瘤突变负荷(bTMB),被认为是预测预后和对免疫检查点抑制剂(ICIs)反应的有前途的指标,尽管单一生物标记物检测的灵敏度不足。这项研究旨在确定纵向ctDNA与bTMB分析的组合效用是否能改善预后和预测效果。方法这项前瞻性双中心队列试验由发现数据集和验证数据集组成,从2018年至2022年招募了不可切除的局部晚期非小细胞肺癌(LA-NSCLC)患者,并将他们分配到化疗放疗(CRT)或CRT+巩固ICI队列中。采集治疗前、CRT 后 4 周和进展期的血液标本,使用 486 基因新一代测序技术评估 bTMB 和 ctDNA。动态ΔbTMB的计算方法为CRT后bTMB减去基线bTMB水平。进行决策曲线分析以计算一致性指数(C-index)。在发现数据集中(n = 73),接受 CRT 和巩固 ICI 治疗的患者的总生存期(OS;中位数未达到 [NR] vs 20.2 个月;P < 0.001)和无进展生存期(PFS;中位数 25.2 vs 11.4 个月;P = 0.011)明显长于未接受 ICI 治疗的患者。纵向分析表明,CRT 后 ctDNA 丰度显著下降(P = 0.001),但随着疾病的进展会相对增加。CRT后可检测到的残留ctDNA与明显缩短的OS(中位18.3个月 vs NR;P = 0.001)和PFS(中位7.3个月 vs 25.2个月;P <;0.001)相关。对于有残留ctDNA的患者,巩固ICI可显著提高OS(中位NR vs 14.8个月;P = 0.005)和PFS(中位13.8 vs 6.2个月;P = 0.028),但对于ctDNA清除的患者则无明显差异。动态ΔbTMB可预测预后。残留ctDNA和∆bTMB增加(∆bTMB > 0)的患者的OS(中位9.0个月 vs 23.0个月 vs NR;P <;0.001)和PFS(中位3.4个月 vs 7.3个月 vs 25.2个月;P <;0.001)明显较差。将 CT 后 ctDNA 与 ∆bTMB 整合在一起的组合模型对 OS(C 指数 = 0.723)和 PFS(C 指数 = 0.693)具有最佳预测效果,优于单个特征。在独立验证集中,我们证实残留 ctDNA 预测的 PFS 较差(中位 50.8 个月 vs 14.3 个月;P = 0.026),但识别出了更巩固的 ICI 益处(中位 NR vs 8.3 个月;P = 0.039)。结论将定性残留ctDNA检测与定量ΔbTMB动态分析相结合的多参数检测方法改善了患者预后风险分层和疗效预测,可用于LA-NSCLC的个性化巩固治疗。
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引用次数: 0
Guidelines for diagnosis and treatment of advanced breast cancer in China (2022 edition) 中国晚期乳腺癌诊治指南(2022 年版)✰
IF 7.6 Q1 ONCOLOGY Pub Date : 2024-06-01 Epub Date: 2023-12-18 DOI: 10.1016/j.jncc.2023.12.001
Breast Cancer Expert Committee of National Quality Control Center for Cancer;, Breast Cancer Expert Committee of China Anti-Cancer Association;, Cancer Drug Clinical Research Committee of China Anti-Cancer Association

Breast cancer is the most common cancer among women worldwide. It has been estimated that about 416 000 new cases and over 117 000 deaths of breast cancer occurred in China in 2020. Among the new cases of breast cancer diagnosed each year, 3–10% have distant metastasis at the time of initial diagnosis. In addition, approximately 30% of patients with early-stage breast cancer may eventually experience recurrence or metastases. The 5-year survival rate of patients with advanced breast cancer is only 20% with a median overall survival of 2–3 years. Although advanced breast cancer remains incurable at present, new therapeutic options and multidisciplinary treatment could be utilized to alleviate symptoms, improve quality of life, and prolong patients’ survival. The choice of treatment regimens for patients with advanced breast cancer is very important, and the optimal treatment strategy beyond the first- and second-line therapy is often lacking. Herein, the China Advanced Breast Cancer Guideline Panel discussed and summarized recent clinical evidence, updated the guidelines for the diagnosis and treatment of advanced breast cancer based on the 2020 edition, and formulated the “Guidelines for diagnosis and treatment of advanced breast cancer in China (2022 edition)” for clinicians' reference.

乳腺癌是全球妇女最常见的癌症。据估计,2020 年中国乳腺癌新发病例约为 416 000 例,死亡病例超过 117 000 例。在每年新确诊的乳腺癌病例中,3%-10%的患者在初诊时已出现远处转移。此外,约 30% 的早期乳腺癌患者最终会出现复发或转移。晚期乳腺癌患者的 5 年生存率仅为 20%,中位总生存期为 2-3 年。虽然晚期乳腺癌目前仍无法治愈,但可以利用新的治疗方案和多学科治疗来缓解症状,改善生活质量,延长患者的生存期。晚期乳腺癌患者治疗方案的选择非常重要,但往往缺乏一线和二线治疗之外的最佳治疗策略。在此,中国晚期乳腺癌指南专家组讨论并总结了最新的临床证据,在2020年版的基础上更新了晚期乳腺癌诊治指南,并制定了《中国晚期乳腺癌诊治指南(2022年版)》,供临床医生参考。
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Journal of the National Cancer Center
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