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Intelligent oncology: The convergence of artificial intelligence and oncology 智能肿瘤学:人工智能与肿瘤学的融合
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.11.004
Bo Lin , Zhibo Tan , Yaqi Mo , Xue Yang , Yajie Liu , Bo Xu

With increasingly explored ideologies and technologies for potential applications of artificial intelligence (AI) in oncology, we here describe a holistic and structured concept termed intelligent oncology. Intelligent oncology is defined as a cross-disciplinary specialty which integrates oncology, radiology, pathology, molecular biology, multi-omics and computer sciences, aiming to promote cancer prevention, screening, early diagnosis and precision treatment. The development of intelligent oncology has been facilitated by fast AI technology development such as natural language processing, machine/deep learning, computer vision, and robotic process automation. While the concept and applications of intelligent oncology is still in its infancy, and there are still many hurdles and challenges, we are optimistic that it will play a pivotal role for the future of basic, translational and clinical oncology.

随着人工智能(AI)在肿瘤学中的潜在应用的意识形态和技术的探索越来越多,我们在这里描述了一个整体和结构化的概念,称为智能肿瘤学。智能肿瘤学是一门集肿瘤学、放射学、病理学、分子生物学、多组学和计算机科学为一体的跨学科专业,旨在促进癌症的预防、筛查、早期诊断和精准治疗。人工智能技术的快速发展,如自然语言处理、机器/深度学习、计算机视觉和机器人过程自动化,促进了智能肿瘤学的发展。虽然智能肿瘤学的概念和应用仍处于起步阶段,仍然存在许多障碍和挑战,但我们乐观地认为,它将在未来的基础、转化和临床肿瘤学中发挥关键作用。
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引用次数: 4
Activation of the complement system sensitizes immune checkpoint blockade 补体系统的激活使免疫检查点阻断敏感
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.11.005
Fei Shao , Yannan Yang , Zhimin Lu , Jie He
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引用次数: 0
Personalized precision radiotherapy and its evolving role for human papillomavirus-positive oropharyngeal cancer 个体化精准放疗及其在人乳头瘤病毒阳性口咽癌治疗中的作用
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.11.006
Hayden Ansinelli, Chris Gay, Steven Nguyen, Christopher M. Morrison, Jared R. Robbins

Human papilloma virus (HPV)-associated oropharyngeal cancer (OPC) is a unique entity with increased responsiveness to treatment and excellent oncologic outcomes. The purpose of this narrative review is to highlight how an improved prognosis for HPV (+) tumors and an ever-increasing understanding of the risk factors, risk stratification, and areas of potential spread are shaping management options. Additionally, we aim to detail how advances in treatment technology on both the surgical and radiation fronts are facilitating the delivery of increasingly personalized and precise treatments. This review will describe key aspects of recent and currently-ongoing trials investigating the de-escalation and individualization of treatment in this patient cohort, and how they are building a foundation for distinct treatment paradigms for HPV (+) tumors. Further studies into the integration of biomarker-guided treatments combined with clinical trial enrollment will help ensure a future of personalized treatments and improved outcomes, both in terms of oncologic outcomes and toxicity, for patients with HPV (+) OPC.

人乳头瘤病毒(HPV)相关口咽癌(OPC)是一种独特的实体,对治疗的反应性增加,肿瘤预后良好。这篇叙述性综述的目的是强调HPV(+)肿瘤预后的改善和对风险因素、风险分层和潜在扩散区域的不断增加的理解如何影响管理选择。此外,我们的目标是详细介绍手术和放射治疗技术的进步如何促进日益个性化和精确治疗的提供。这篇综述将描述最近和目前正在进行的研究该患者队列治疗降级和个体化的试验的关键方面,以及它们如何为HPV(+)肿瘤的独特治疗范例奠定基础。进一步研究生物标志物引导治疗与临床试验的结合,将有助于确保HPV (+) OPC患者在肿瘤学结果和毒性方面的个性化治疗和改善结果。
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引用次数: 0
Erratum to ‘Evolution and genotypic characteristics of small cell lung cancer transformation in non-small cell lung carcinomas’ [Journal of the National Cancer Center, 1 (2021), 4: 153-162] “非小细胞肺癌中小细胞肺癌转化的进化和基因型特征”的勘误[j] .国家癌症中心杂志,1(2021),4:153-162。
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.11.001
Jia Zhong , Xiaoting Li , Zhijie Wang , Jianchun Duan , Wenbin Li , Minglei Zhuo , Tongtong An , Ziping Wang , Tiantian Gu , Yuyan Wang , Hua Bai , Yan Wang , Meina Wu , Zhikun Zhao , Xin Yang , Zhe Su , Xiang Zhu , Rui Wan , Jianjie Li , Jie Zhao , Jie Wang
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引用次数: 0
Ready for ctDNA-guided treatment decisions in colorectal cancer? 准备好接受ctDNA-指导的癌症大肠癌治疗决策了吗?
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.10.003
Jiaolin Zhou, Guole Lin
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引用次数: 0
Patterns and trends in esophageal cancer incidence and mortality in China: An analysis based on cancer registry data 中国食管癌症发病率和死亡率的模式与趋势——基于癌症登记数据的分析
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2023.01.002
Ru Chen , Rongshou Zheng , Siwei Zhang , Shaoming Wang , Kexin Sun , Hongmei Zeng , Li Li , Wenqiang Wei , Jie He

Background

Esophageal cancer poses a significant global burden, while its patterns and trends remain to be clarified. The aim of this study is to provide an update on the incidence and mortality rates of esophageal cancer and their trends in China based on data from the National Cancer Registry.

Methods

We extracted data from the National Central Cancer Registry (NCCR) of China from 2000 to 2016 and performed comprehensive quality control. We calculated age-standardized rates of China (ASR China) and world (ASR world) using the Chinese population in 2000 and the Segi's world standard population, and performed a joinpoint regression analysis to examine the trend in incidence and mortality of esophageal cancer. The annual percent change (APC) and weighted average APC (AAPC) over the entire study period were estimated to measure the changing trend. Subgroup analyses were conducted by sex, region and pathological type.

Results

A total of 487 eligible cancer registries were included in the data analysis and 22 registries with uninterrupted registration data were used for trend analysis. In 2016, there were an estimated of 184,500 incident cases of esophageal cancer and 142,300 deaths in China. The crude incidence, ASR China and ASR world were 25.25/100,000, 11.00/100,000 and 11.13/100,000, respectively. And the crude mortality, ASR China and ASR world were 19.38/100,000, 8.25/100,000 and 8.28/100,000, respectively. Esophageal squamous cell carcinoma (ESCC) was the most common histological type, accounting for 85.79% of all cases, followed by esophageal adenocarcinoma (EAC) (11.00%) and others (3.21%). There was a decreasing trend of ASR world in incidence and mortality during 2000–2016 with the AAPC of -4.6% (95% CI: -5.7%, -3.4%) and -4.6% (95% CI: -5.2%, -3.9%). The pattern and trend of esophageal cancer differ in sex, region and pathological type.

Conclusions

The burden of esophageal cancer in China remains high with sex, regional and subtype differences. The incidence and mortality of esophageal cancer have continued to decline over the past decade, which was due in part to the reductions in risk factor exposure and the implementation of screening.

食管癌是一个全球性的重大负担,其模式和趋势仍有待明确。本研究的目的是根据国家癌症登记处的数据,提供中国食管癌发病率和死亡率及其趋势的最新信息。方法从中国国家癌症中心登记处(NCCR)提取2000 - 2016年的数据,并进行全面质量控制。我们使用2000年中国人口和Segi世界标准人口计算了中国(ASR China)和世界(ASR world)的年龄标准化率,并进行了联点回归分析,以研究食管癌发病率和死亡率的趋势。估算了整个研究期间的年变化百分比(APC)和加权平均APC (AAPC)来衡量变化趋势。按性别、地区、病理类型进行亚组分析。结果共纳入487个符合条件的癌症登记处进行数据分析,22个登记数据不间断的登记处进行趋势分析。2016年,中国估计有18.45万例食管癌病例,14.23万人死亡。粗发病率、中国ASR和世界ASR分别为25.25/100,000、11.00/100,000和11.13/100,000。粗死亡率为19.38/10万,中国ASR为8.25/10万,世界ASR为8.28/10万。食管鳞状细胞癌(ESCC)是最常见的组织学类型,占所有病例的85.79%,其次是食管腺癌(EAC)(11.00%)和其他(3.21%)。2000-2016年ASR发病率和死亡率呈下降趋势,AAPC分别为-4.6% (95% CI: -5.7%, -3.4%)和-4.6% (95% CI: -5.2%, -3.9%)。食管癌在性别、地域、病理类型上有不同的表现形式和趋势。结论中国食管癌负担仍存在性别、地区和亚型差异。食管癌的发病率和死亡率在过去十年中持续下降,部分原因是风险因素暴露的减少和筛查的实施。
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引用次数: 5
Disparities in stage at diagnosis for liver cancer in China 中国肝癌诊断分期的差异
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.12.002
Tianhao Shan , Xianhui Ran , Huizhang Li , Guoshuang Feng , Siwei Zhang , Xuehong Zhang , Lei Zhang , Lingeng Lu , Lan An , Ruiying Fu , Kexin Sun , Shaoming Wang , Ru Chen , Li Li , Wanqing Chen , Wenqiang Wei , Hongmei Zeng , Jie He

Background

The stage at diagnosis is a major factor in making treatment strategies and cancer control policies. However, the stage distribution for liver cancer in China was not well studied. In this multi-center hospital-based study, we aimed to identify the distribution and factors associated with stage at diagnosis for liver cancer in China.

Methods

We included patients diagnosed with primary liver cancer in 13 hospitals of 10 provinces covering various geographic and socioeconomic populations during 2016–2017 in China. The stage distribution overall, and by sex and age at diagnosis were analyzed. We used logistic regression to identify the factors associated with stage III-IV disease. We further compared these estimates with data from the USA.

Results

We included 2,991 patients with known stage at diagnosis in China. The proportion of patients diagnosed with stage I, II, III, and IV was 17.5%, 25.6%, 29.3%, and 27.6%, respectively. The proportion of stage III-IV cases was higher in women [65.1% vs 54.9%, adjusted odds ratio (OR) = 1.5, 95% CI: 1.2, 1.8] and those ≥ 60 years (61.6% vs 52.8%, OR = 1.4, 95% CI: 1.2, 1.6). We found an increased risk of stage III-IV among drinkers and those without a family history of cancer. Compared to the USA, our study population had a substantially higher proportion of stage III-IV cases (56.9% vs 45.6%).

Conclusion

The disparities in liver cancer stage at diagnosis among different populations within China, and between China and the USA, imply the necessity for improving cancer awareness and early detection for liver cancer in China.

诊断阶段是制定治疗策略和癌症控制政策的主要因素。然而,中国肝癌的分期分布尚未得到很好的研究。在这项以医院为基础的多中心研究中,我们旨在确定中国肝癌诊断分期的分布和相关因素。方法纳入2016-2017年中国10个省份13家医院诊断的原发性肝癌患者,涵盖不同地理和社会经济人群。分析总体分期分布、诊断时的性别和年龄。我们使用逻辑回归来确定与III-IV期疾病相关的因素。我们进一步将这些估计与美国的数据进行了比较。结果我们纳入了2,991例中国已知诊断阶段的患者。诊断为I期、II期、III期和IV期的患者比例分别为17.5%、25.6%、29.3%和27.6%。III-IV期患者在女性中的比例更高[65.1% vs 54.9%,校正优势比(OR) = 1.5, 95% CI: 1.2, 1.8]和≥60岁的患者(61.6% vs 52.8%, OR = 1.4, 95% CI: 1.2, 1.6)。我们发现,饮酒者和没有癌症家族史的人患III-IV期癌症的风险增加。与美国相比,我们的研究人群中III-IV期病例的比例明显更高(56.9%对45.6%)。结论中国不同人群肝癌诊断阶段的差异,以及中美两国人群肝癌诊断阶段的差异,提示中国需要提高对肝癌的认识和早期发现。
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引用次数: 1
Physical activity and risk of lung cancer: A systematic review and dose-response meta-analysis of cohort studies 体力活动与癌症风险:队列研究的系统回顾和剂量反应荟萃分析
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.12.003
Ranran Qie , Minghui Han , Huang Huang , Peiyuan Sun , Yuting Xie , Jie He , Yawei Zhang

Objective

To synthesize the knowledge about the association of total physical activity (TPA), leisure-time physical activity (LTPA), occupational physical activity (OPA) and lung cancer risk and explore the dose–response relationship between LTPA level and lung cancer.

Methods

PubMed and Web of Science were searched up to 17 November 2021. The summary relative risks (RRs) and 95% confidence intervals (CIs) were calculated by random-effects or fixed-effects model. The dose–response analysis was conducted with restricted cubic splines.

Results

We identified 25 articles (42 cohort studies) that assessed the physical activity–lung cancer association, including 9,983,295 study participants and 85,988 incident cases of lung cancer. When comparing the highest to the lowest level of TPA and LTPA, lung cancer risk reduced 22% (RR, 0.78; 95% CI: 0.70, 0.86) and 12% (RR, 0.88; 95% CI: 0.83, 0.93), respectively. We found an approximately U-shaped association between LTPA and lung cancer (P non-linearity < 0.001), with the lowest risk at 15 metabolic equivalent of task hours per week (h/wk) of LTPA. Compared to participants with sitting occupations, lung cancer risk significantly increased among those being unemployed (RR, 1.33; 95% CI: 1.17, 1.51) or with standing occupations (RR, 1.37; 95% CI: 1.15, 1.63), but not among those with light or high OPA.

Conclusions

Our meta-analysis supported a protective effect of TPA and LTPA, but not OPA, on lung cancer risk. The novel finding of a U-shaped association between LTPA and lung cancer risk warrants further investigation.

目的综合有关总体力活动(TPA)、休闲时间体力活动(LTPA)、职业体力活动(OPA)与肺癌发病风险的相关知识,探讨LTPA水平与肺癌发病的量效关系。方法检索截止到2021年11月17日的spubmed和Web of Science。采用随机效应或固定效应模型计算总相对危险度(rr)和95%置信区间(ci)。用受限三次样条进行剂量-反应分析。我们确定了25篇文章(42项队列研究),评估了体育活动与肺癌的关系,包括9,983,295名研究参与者和85,988例肺癌病例。当TPA和LTPA水平最高与最低时,肺癌风险降低22% (RR, 0.78;95% CI: 0.70, 0.86)和12% (RR, 0.88;95% CI: 0.83, 0.93)。我们发现LTPA与肺癌之间存在近似u型的关联(P非线性<0.001),当LTPA的代谢当量为每周工作小时(h/周)时,风险最低。与坐着工作的参与者相比,失业者患肺癌的风险显著增加(RR, 1.33;95% CI: 1.17, 1.51)或与长期职业相关(RR, 1.37;95% CI: 1.15, 1.63),但在OPA较轻或较高的患者中没有。结论我们的荟萃分析支持TPA和LTPA对肺癌风险的保护作用,而不是OPA。LTPA与肺癌风险之间呈u型关系的新发现值得进一步研究。
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引用次数: 1
Risk factors for early-onset colorectal cancer: A large-scale Chinese cohort study 早发性癌症的危险因素:中国的一项大规模队列研究
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2023.01.001
Zhe Pan , Junfeng Huang , Mingkai Huang , Zhiyuan Yao , Jiongqiang Huang , Jingsong Chen , Xiaoli Yu , Rongchang Wang

Background

The incidence of early-onset colorectal cancer (EOCRC) has increased globally since the early 1990s. Comprehensively examining the risk factors would be helpful for risk stratification and the development of personalized colorectal cancer screening strategies.

Methods

We performed a prospective study of the Chinese population aged 30–50 years to identify potential risk factors during a median follow-up of 9.1 years. We compared the distribution of demographic characteristics, lifestyle factors, dietary habits, and medical history among 222 EOCRC cases and 87,833 normal controls. Multivariate adjusted Cox hazard models were used for estimating EOCRC risks of each risk factor.

Results

Our final analyses indicated that participants with a higher body mass index (HR, 1.04; 95% CI:1.00,1.08), regular alcohol consumption (HR, 1.69; 95% CI: 1.12, 2.91), higher intake of fish (HR, 1.64; 95% CI: 1.01, 2.67), hypertension (HR, 1.99; 95% CI: 1.04, 3.81), diabetes (HR, 2.20; 95% CI: 1.08, 4.49), and first-degree relatives with cancer (HR, 1.70; 95% CI: 1.23, 2.36) were at higher risk of EOCRC.

Conclusion

We identified several modifiable as well as nonmodifiable risk factors, such as higher BMI, alcohol and fish consumption, hypertension, and diabetes, were associated with EOCRC.

早发性结直肠癌(EOCRC)的发病率自20世纪90年代初以来在全球范围内呈上升趋势。综合检查这些危险因素将有助于风险分层和制定个性化的结直肠癌筛查策略。方法:我们对30-50岁的中国人群进行了一项前瞻性研究,以确定在中位随访9.1年期间的潜在危险因素。我们比较了222例EOCRC病例和87,833例正常对照的人口统计学特征、生活方式因素、饮食习惯和病史的分布。采用多因素校正Cox风险模型估计各危险因素的EOCRC风险。结果我们的最终分析表明,身体质量指数较高的参与者(HR, 1.04;95% CI:1.00,1.08),经常饮酒(HR, 1.69;95% CI: 1.12, 2.91),较高的鱼摄入量(HR, 1.64;95% CI: 1.01, 2.67),高血压(HR, 1.99;95% CI: 1.04, 3.81),糖尿病(HR, 2.20;95% CI: 1.08, 4.49),一级亲属患有癌症(HR, 1.70;95% CI: 1.23, 2.36)有较高的EOCRC风险。结论:我们确定了一些可改变的和不可改变的危险因素,如较高的BMI、酒精和鱼类消费、高血压和糖尿病,与EOCRC相关。
{"title":"Risk factors for early-onset colorectal cancer: A large-scale Chinese cohort study","authors":"Zhe Pan ,&nbsp;Junfeng Huang ,&nbsp;Mingkai Huang ,&nbsp;Zhiyuan Yao ,&nbsp;Jiongqiang Huang ,&nbsp;Jingsong Chen ,&nbsp;Xiaoli Yu ,&nbsp;Rongchang Wang","doi":"10.1016/j.jncc.2023.01.001","DOIUrl":"10.1016/j.jncc.2023.01.001","url":null,"abstract":"<div><h3>Background</h3><p>The incidence of early-onset colorectal cancer (EOCRC) has increased globally since the early 1990s. Comprehensively examining the risk factors would be helpful for risk stratification and the development of personalized colorectal cancer screening strategies.</p></div><div><h3>Methods</h3><p>We performed a prospective study of the Chinese population aged 30–50 years to identify potential risk factors during a median follow-up of 9.1 years. We compared the distribution of demographic characteristics, lifestyle factors, dietary habits, and medical history among 222 EOCRC cases and 87,833 normal controls. Multivariate adjusted Cox hazard models were used for estimating EOCRC risks of each risk factor.</p></div><div><h3>Results</h3><p>Our final analyses indicated that participants with a higher body mass index (HR, 1.04; 95% CI:1.00,1.08), regular alcohol consumption (HR, 1.69; 95% CI: 1.12, 2.91), higher intake of fish (HR, 1.64; 95% CI: 1.01, 2.67), hypertension (HR, 1.99; 95% CI: 1.04, 3.81), diabetes (HR, 2.20; 95% CI: 1.08, 4.49), and first-degree relatives with cancer (HR, 1.70; 95% CI: 1.23, 2.36) were at higher risk of EOCRC.</p></div><div><h3>Conclusion</h3><p>We identified several modifiable as well as nonmodifiable risk factors, such as higher BMI, alcohol and fish consumption, hypertension, and diabetes, were associated with EOCRC.</p></div>","PeriodicalId":73987,"journal":{"name":"Journal of the National Cancer Center","volume":"3 1","pages":"Pages 28-34"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45737683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Tumour mutational burden is overestimated by target cancer gene panels 靶癌症基因组过高估计肿瘤突变负担
Q1 ONCOLOGY Pub Date : 2023-03-01 DOI: 10.1016/j.jncc.2022.10.004
Hu Fang , Johanna Bertl , Xiaoqiang Zhu , Tai Chung Lam , Song Wu , David J.H. Shih , Jason W.H. Wong

Background

Tumour mutational burden (TMB) has emerged as a predictive marker for responsiveness to immune checkpoint inhibitors (ICI) in multiple tumour types. It can be calculated from somatic mutations detected from whole exome or targeted panel sequencing data. As mutations are unevenly distributed across the cancer genome, the clinical implications from TMB calculated using different genomic regions are not clear.

Methods

Pan-cancer data of 10,179 samples were collected from The Cancer Genome Atlas cohort and 6,831 cancer patients with either ICI or non-ICI treatment outcomes were derived from published papers. TMB was calculated as the count of non-synonymous mutations and normalised by the size of genomic regions. Dirichlet method, linear regression and Poisson calibration models are used to unify TMB from different gene panels.

Results

We found that panels based on cancer genes usually overestimate TMB compared to whole exome, potentially leading to misclassification of patients to receive ICI. The overestimation is caused by positive selection for mutations in cancer genes and cannot be completely addressed by the removal of mutational hotspots. We compared different approaches to address this discrepancy and developed a generalised statistical model capable of interconverting TMB derived from whole exome and different panel sequencing data, enabling TMB correction for patient stratification for ICI treatment. We show that in a cohort of lung cancer patients treated with ICI, when using a TMB cutoff of 10 mut/Mb, our corrected TMB outperforms the original panel-based TMB.

Conclusion

Cancer gene-based panels usually overestimate TMB, and these findings will be valuable for unifying TMB calculations across cancer gene panels in clinical practice.

肿瘤突变负担(TMB)已成为多种肿瘤类型对免疫检查点抑制剂(ICI)反应性的预测标志物。它可以通过从整个外显子组或目标面板测序数据中检测到的体细胞突变来计算。由于突变在癌症基因组中的分布不均匀,使用不同基因组区域计算TMB的临床意义尚不清楚。方法从癌症基因组图谱队列中收集10,179个样本的癌症数据,并从已发表的论文中获得6,831例ICI或非ICI治疗结果的癌症患者。TMB计算为非同义突变的计数,并按基因组区域的大小进行归一化。采用Dirichlet方法、线性回归和泊松校正模型对不同基因组的TMB进行统一。结果我们发现,与全外显子组相比,基于癌症基因的小组通常高估了TMB,这可能导致患者接受ICI的错误分类。过高的估计是由癌症基因突变的正选择引起的,不能通过去除突变热点来完全解决。我们比较了不同的方法来解决这一差异,并开发了一种通用的统计模型,能够转换来自全外显子组和不同小组测序数据的TMB,使TMB校正能够用于ICI治疗的患者分层。我们表明,在一组接受ICI治疗的肺癌患者中,当使用10 mut/Mb的TMB截止值时,我们校正的TMB优于原始的基于小组的TMB。结论基于肿瘤基因的TMB通常高估,这些发现将为临床实践中统一不同肿瘤基因的TMB计算提供参考。
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引用次数: 2
期刊
Journal of the National Cancer Center
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