Serial comprehensive genomic profiling by next-generation sequencing for patients with metastatic colorectal cancer

IF 4.5 2区 医学 Q1 ONCOLOGY Cancer Science Pub Date : 2023-11-11 DOI:10.1111/cas.16016
Steven Olsen, Yoshiaki Nakamura
{"title":"Serial comprehensive genomic profiling by next-generation sequencing for patients with metastatic colorectal cancer","authors":"Steven Olsen,&nbsp;Yoshiaki Nakamura","doi":"10.1111/cas.16016","DOIUrl":null,"url":null,"abstract":"<p>To The Editor,</p><p>With the increasing number of potentially actionable genomic alterations to be assessed, comprehensive genomic profiling (CGP) using next-generation sequencing (NGS) has become more common for patients with advanced-stage cancers. International practice guidelines recommend CGP over single-gene testing, particularly when tissue is difficult to obtain or when therapies are available for multiple genomic targets.<span><sup>1, 2</sup></span></p><p>In Japan, CGP for advanced cancer is covered by national health insurance only after completion of standard therapy and only once in a patient's lifetime. Recent data on the use of first-line CGP for advanced solid tumors in Japan has prompted interest in earlier use of such technology.<span><sup>3</sup></span></p><p>If CGP were to move to earlier lines of testing in Japan, what might be the clinical value for testing patients again by CGP after disease progression? We considered metastatic colorectal cancer (mCRC) as a model for two reasons: (1) It is the most registered tumor type with the Japanese Center for Cancer Genomics and Therapeutics (C-CAT),<span><sup>4</sup></span> and (2) international clinical practice guidelines recommend testing for the presence of multiple genomic biomarkers prior to treatment for patients with mCRC. These include mutations in <i>KRAS</i> and <i>NRAS</i>, <i>BRAF</i> V600E, <i>ERBB2</i> amplification, <i>NTRK</i> and <i>RET</i> fusions, and microsatellite instability-high (MSI-high) or mismatch repair deficiency.<span><sup>1, 2, 5</sup></span></p><p>We published findings from a real-world claims database of 1064 mCRC patients tested by a plasma-based NGS CGP assay after completion of first- or second-line therapy in the United States.<span><sup>6</sup></span> In this setting, plasma-based NGS testing of circulating tumor DNA (ctDNA) performs similarly to standard tumor tissue testing<span><sup>7</sup></span> and tissue-based NGS<span><sup>8</sup></span> with a high negative predictive value for the absence of <i>RAS</i> mutations, particularly in plasma samples having a non-<i>RAS</i> mutation with variant allelic frequency (VAF) ≥1%.<span><sup>9</sup></span> Therefore, we considered that this cohort could be useful for exploring the role of serial CGP testing for patients with mCRC.</p><p>From the same dataset used for our previous manuscript we identified 82 patients who were tested by CGP prior to two different lines of systemic anticancer therapy within the first three lines of treatment. Among these, 34 were tested prior to first- and second-line therapy, 12 prior to first- and third-line therapy, and 36 prior to second- and third-line therapy.</p><p>For this post hoc analysis, we employed the definition of actionability and matched therapy as previously described<span><sup>6</sup></span> but with a more conservative approach for determination of actionable <i>RAS</i> wild-type status; namely, absence of <i>KRAS</i> or <i>NRAS</i> mutations in the presence of a non-<i>RAS</i> mutation with VAF ≥1% and restricted to left-sided primary tumors. Actionable profiles were identified for 29 patients (35.4%) with the initial test and for 30 patients (36.6%) with the subsequent test. There were 23 patients with actionable profiles from both tests; 6 had actionable profiles only with the first test; 7 had actionable profiles only with the second test; and 46 did not have an actionable profile with either test.</p><p>Results from initial and subsequent testing are summarized in the Table 1. The most common actionable profile was <i>RAS</i>/<i>BRAF</i> wild-type without <i>ERBB2</i> amplification, 19 (23.1%) with the first test and 20 (24.4%) with the second test; 15.9% of patients had <i>RAS/BRAF</i> wild-type profiles with both tests. Among 47 patients with tumors harboring <i>RAS</i> or <i>BRAF</i> mutations initially, the second test showed reversion to wild-type status for 5 (10.6%). Other changes identified with the second test included acquisition of <i>RAS</i> mutations (<i>n</i> = 5) or <i>BRAF</i> V600E (<i>n</i> = 2) for those with <i>RAS</i>/<i>BRAF</i> wild-type status initially and loss of <i>ERBB2</i> amplification (<i>n</i> = 2). Concurrent MSI-high was detected in a patient with acquired <i>BRAF</i> V600E.</p><p>Therapy was matched to the CGP result at least once for 68 of the 82 patients (82.9%), including 20 (24.4%) who received targeted treatment directed against an actionable molecular profile. Matched therapy was administered to 52 patients after initial testing (63.4%; 17.1% targeted) and to 49 after subsequent profiling (59.8%; 12.2% targeted); 33 patients (40.2%) received matched therapy after both lines of testing, including 4 (4.9%) with targeted treatment in both lines.</p><p>For patients with ctDNA detected at both timepoints (<i>n</i> = 69), the second test identified a change in actionability for 20.3% (<i>n</i> = 14) and led to a change in matched targeted therapy for 8.7% (<i>n</i> = 6).</p><p>These findings suggest a role for CGP prior to more than one line of mCRC therapy. Actionable alterations were detected for approximately one-third of the patients with both initial and repeat tests, and about 60% of these were treated with therapy consistent with the CGP findings at each line of treatment. Given the nature of real-world clinical practice and the limited sample size of the cohort, the application of matched targeted therapy had no impact on overall survival, consistent with our earlier findings.<span><sup>6</sup></span></p><p>Despite the relatively small sample size in this retrospective exploratory analysis, these data support the concept that CGP testing may inform treatment decisions in more than one line of therapy for patients with mCRC.</p><p>Whether matched targeted therapy in multiple lines of therapy might improve overall survival remains an open question, although clinical advantages have been reported when matched targeted therapy has been applied in the first-<span><sup>10</sup></span> and second-line<span><sup>11</sup></span> settings. While these results are not definitive and do not address comparisons of CGP over single-gene testing, we hope that they encourage investigators in Japan and elsewhere to conduct well-powered studies to address the potential role of serial CGP testing for patients with mCRC or other advanced cancers expected to have a high proportion of clinically informative genomic alterations.</p><p>This research was funded by Guardant Health.</p><p>The authors contributed equally to the conceptualization, data analysis and interpretation, and writing of this letter.</p><p>Dr Olsen is an employee of Guardant Health. Dr Nakamura reports lecture fees from Chugai, Guardant Health, and Merck Biopharma and research funding from Chugai, Daiichi Sankyo, Genomedia, Guardant Health, Roche Diagnostics, Seagen, and Taiho.</p><p>Ethics approval and participant consent were not necessary because this study used a deidentified database in accordance with US patient confidentiality requirements set forth in Sections 164.514 (a)–(b)1ii of the Health Insurance Portability and Accountability Act (HIPAA) regarding the determination and documentation of statistically deidentified data.</p><p>Approval of the research protocol by an Institutional Review Board: N/A.</p><p>Informed consent: N/A.</p><p>Registry and the Registration No. of the study/trial: N/A.</p><p>Animal Studies: N/A.</p>","PeriodicalId":9580,"journal":{"name":"Cancer Science","volume":"115 1","pages":"321-323"},"PeriodicalIF":4.5000,"publicationDate":"2023-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10823270/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Science","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/cas.16016","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

To The Editor,

With the increasing number of potentially actionable genomic alterations to be assessed, comprehensive genomic profiling (CGP) using next-generation sequencing (NGS) has become more common for patients with advanced-stage cancers. International practice guidelines recommend CGP over single-gene testing, particularly when tissue is difficult to obtain or when therapies are available for multiple genomic targets.1, 2

In Japan, CGP for advanced cancer is covered by national health insurance only after completion of standard therapy and only once in a patient's lifetime. Recent data on the use of first-line CGP for advanced solid tumors in Japan has prompted interest in earlier use of such technology.3

If CGP were to move to earlier lines of testing in Japan, what might be the clinical value for testing patients again by CGP after disease progression? We considered metastatic colorectal cancer (mCRC) as a model for two reasons: (1) It is the most registered tumor type with the Japanese Center for Cancer Genomics and Therapeutics (C-CAT),4 and (2) international clinical practice guidelines recommend testing for the presence of multiple genomic biomarkers prior to treatment for patients with mCRC. These include mutations in KRAS and NRAS, BRAF V600E, ERBB2 amplification, NTRK and RET fusions, and microsatellite instability-high (MSI-high) or mismatch repair deficiency.1, 2, 5

We published findings from a real-world claims database of 1064 mCRC patients tested by a plasma-based NGS CGP assay after completion of first- or second-line therapy in the United States.6 In this setting, plasma-based NGS testing of circulating tumor DNA (ctDNA) performs similarly to standard tumor tissue testing7 and tissue-based NGS8 with a high negative predictive value for the absence of RAS mutations, particularly in plasma samples having a non-RAS mutation with variant allelic frequency (VAF) ≥1%.9 Therefore, we considered that this cohort could be useful for exploring the role of serial CGP testing for patients with mCRC.

From the same dataset used for our previous manuscript we identified 82 patients who were tested by CGP prior to two different lines of systemic anticancer therapy within the first three lines of treatment. Among these, 34 were tested prior to first- and second-line therapy, 12 prior to first- and third-line therapy, and 36 prior to second- and third-line therapy.

For this post hoc analysis, we employed the definition of actionability and matched therapy as previously described6 but with a more conservative approach for determination of actionable RAS wild-type status; namely, absence of KRAS or NRAS mutations in the presence of a non-RAS mutation with VAF ≥1% and restricted to left-sided primary tumors. Actionable profiles were identified for 29 patients (35.4%) with the initial test and for 30 patients (36.6%) with the subsequent test. There were 23 patients with actionable profiles from both tests; 6 had actionable profiles only with the first test; 7 had actionable profiles only with the second test; and 46 did not have an actionable profile with either test.

Results from initial and subsequent testing are summarized in the Table 1. The most common actionable profile was RAS/BRAF wild-type without ERBB2 amplification, 19 (23.1%) with the first test and 20 (24.4%) with the second test; 15.9% of patients had RAS/BRAF wild-type profiles with both tests. Among 47 patients with tumors harboring RAS or BRAF mutations initially, the second test showed reversion to wild-type status for 5 (10.6%). Other changes identified with the second test included acquisition of RAS mutations (n = 5) or BRAF V600E (n = 2) for those with RAS/BRAF wild-type status initially and loss of ERBB2 amplification (n = 2). Concurrent MSI-high was detected in a patient with acquired BRAF V600E.

Therapy was matched to the CGP result at least once for 68 of the 82 patients (82.9%), including 20 (24.4%) who received targeted treatment directed against an actionable molecular profile. Matched therapy was administered to 52 patients after initial testing (63.4%; 17.1% targeted) and to 49 after subsequent profiling (59.8%; 12.2% targeted); 33 patients (40.2%) received matched therapy after both lines of testing, including 4 (4.9%) with targeted treatment in both lines.

For patients with ctDNA detected at both timepoints (n = 69), the second test identified a change in actionability for 20.3% (n = 14) and led to a change in matched targeted therapy for 8.7% (n = 6).

These findings suggest a role for CGP prior to more than one line of mCRC therapy. Actionable alterations were detected for approximately one-third of the patients with both initial and repeat tests, and about 60% of these were treated with therapy consistent with the CGP findings at each line of treatment. Given the nature of real-world clinical practice and the limited sample size of the cohort, the application of matched targeted therapy had no impact on overall survival, consistent with our earlier findings.6

Despite the relatively small sample size in this retrospective exploratory analysis, these data support the concept that CGP testing may inform treatment decisions in more than one line of therapy for patients with mCRC.

Whether matched targeted therapy in multiple lines of therapy might improve overall survival remains an open question, although clinical advantages have been reported when matched targeted therapy has been applied in the first-10 and second-line11 settings. While these results are not definitive and do not address comparisons of CGP over single-gene testing, we hope that they encourage investigators in Japan and elsewhere to conduct well-powered studies to address the potential role of serial CGP testing for patients with mCRC or other advanced cancers expected to have a high proportion of clinically informative genomic alterations.

This research was funded by Guardant Health.

The authors contributed equally to the conceptualization, data analysis and interpretation, and writing of this letter.

Dr Olsen is an employee of Guardant Health. Dr Nakamura reports lecture fees from Chugai, Guardant Health, and Merck Biopharma and research funding from Chugai, Daiichi Sankyo, Genomedia, Guardant Health, Roche Diagnostics, Seagen, and Taiho.

Ethics approval and participant consent were not necessary because this study used a deidentified database in accordance with US patient confidentiality requirements set forth in Sections 164.514 (a)–(b)1ii of the Health Insurance Portability and Accountability Act (HIPAA) regarding the determination and documentation of statistically deidentified data.

Approval of the research protocol by an Institutional Review Board: N/A.

Informed consent: N/A.

Registry and the Registration No. of the study/trial: N/A.

Animal Studies: N/A.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
通过下一代测序对转移性癌症患者进行系列综合基因组分析。
致编辑:随着需要评估的潜在可操作基因组改变的数量不断增加,使用新一代测序技术(NGS)进行全面基因组分析(CGP)已成为晚期癌症患者的常见方法。国际实践指南建议进行 CGP 而非单基因检测,尤其是在难以获得组织或有针对多个基因组靶点的疗法时。3 如果 CGP 在日本被用于早期检测,那么在疾病进展后再次对患者进行 CGP 检测会有什么临床价值?我们考虑将转移性结直肠癌(mCRC)作为模型,原因有二:(1)它是日本癌症基因组学与治疗中心(C-CAT)登记最多的肿瘤类型4;(2)国际临床实践指南建议在治疗 mCRC 患者之前检测是否存在多种基因组生物标记物。这些生物标志物包括 KRAS 和 NRAS 突变、BRAF V600E、ERBB2 扩增、NTRK 和 RET 融合、微卫星不稳定性高(MSI-高)或错配修复缺陷。1, 2, 5 我们发表了一个真实世界索赔数据库的研究结果,该数据库收录了在美国完成一线或二线治疗后接受血浆 NGS CGP 检测的 1064 名 mCRC 患者。在这种情况下,基于血浆的循环肿瘤 DNA (ctDNA) NGS 检测与标准肿瘤组织检测7 和基于组织的 NGS8 性能相似,对无 RAS 突变具有很高的阴性预测值,尤其是在变异等位基因频率 (VAF) ≥1% 的非 RAS 突变血浆样本中。9 因此,我们认为该队列可用于探索对 mCRC 患者进行连续 CGP 检测的作用。从我们之前的手稿中使用的同一数据集中,我们确定了 82 例患者,他们在前三线治疗中的两线不同的全身抗癌治疗前接受了 CGP 检测。在这项事后分析中,我们采用了之前描述的可操作性和匹配治疗的定义6,但在确定可操作的RAS野生型状态时采用了更保守的方法;即在存在VAF≥1%的非RAS突变的情况下没有KRAS或NRAS突变,且仅限于左侧原发肿瘤。29名患者(35.4%)的初次检测和30名患者(36.6%)的后续检测确定了可采取行动的特征。有 23 名患者在两次检测中都获得了可操作图谱;6 名患者仅在第一次检测中获得了可操作图谱;7 名患者仅在第二次检测中获得了可操作图谱;46 名患者在两次检测中均未获得可操作图谱。最常见的可操作特征是RAS/BRAF野生型而无ERBB2扩增,第一次检测有19例(23.1%),第二次检测有20例(24.4%);15.9%的患者在两次检测中都有RAS/BRAF野生型特征。在47名最初携带RAS或BRAF突变的肿瘤患者中,第二次检测显示有5人(10.6%)的肿瘤恢复到野生型状态。第二次检测发现的其他变化包括:最初为RAS/BRAF野生型的患者获得了RAS突变(5例)或BRAF V600E(2例),以及ERBB2扩增消失(2例)。82例患者中有68例(82.9%)至少有一次治疗与CGP结果相匹配,其中20例(24.4%)接受了针对可采取行动的分子特征的靶向治疗。52名患者(63.4%;17.1%为靶向治疗)在初次检测后接受了匹配治疗,49名患者(59.8%;12.2%为靶向治疗)在后续分析后接受了匹配治疗;33名患者(40.2%)在两次检测后都接受了匹配治疗,其中4名患者(4.9%)在两次检测中都接受了靶向治疗。对于在两个时间点都检测到ctDNA的患者(n = 69),第二次检测发现20.3%的患者(n = 14)发生了可操作性改变,并导致8.7%的患者(n = 6)改变了匹配的靶向治疗。约有三分之一的患者在初次检测和重复检测中都发现了可操作的改变,其中约有60%的患者在每一疗程中都接受了与CGP结果一致的治疗。 鉴于真实世界临床实践的性质和队列样本量的有限性,匹配靶向治疗的应用对总生存率没有影响,这与我们之前的研究结果一致6。尽管这项回顾性探索分析的样本量相对较小,但这些数据支持了这样一个概念,即CGP检测可为mCRC患者在不止一条治疗线上的治疗决策提供依据。在多条治疗线上应用匹配靶向治疗是否能改善总生存率仍是一个未决问题,尽管有报道称在一线-10 和二线11 应用匹配靶向治疗具有临床优势。虽然这些结果并不具有决定性,也不涉及 CGP 与单基因检测的比较,但我们希望这些结果能鼓励日本和其他国家的研究人员开展有充分动力的研究,以探讨连续 CGP 检测在 mCRC 或其他晚期癌症患者中的潜在作用,这些患者预计会有很高比例的临床信息基因组改变。奥尔森博士是 Guardant Health 公司的员工。中村博士报告称,他从中外制药、Guardant Health 和默克生物制药公司获得了讲课费,并从中外制药、第一三共、Genomedia、Guardant Health、罗氏诊断、Seagen 和 Taiho 获得了研究经费。不适用。知情同意书:不适用:不适用。知情同意:研究/试验的注册表和注册号:不适用:动物研究:不适用动物研究:不适用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Cancer Science
Cancer Science 医学-肿瘤学
自引率
3.50%
发文量
406
审稿时长
2 months
期刊介绍: Cancer Science (formerly Japanese Journal of Cancer Research) is a monthly publication of the Japanese Cancer Association. First published in 1907, the Journal continues to publish original articles, editorials, and letters to the editor, describing original research in the fields of basic, translational and clinical cancer research. The Journal also accepts reports and case reports. Cancer Science aims to present highly significant and timely findings that have a significant clinical impact on oncologists or that may alter the disease concept of a tumor. The Journal will not publish case reports that describe a rare tumor or condition without new findings to be added to previous reports; combination of different tumors without new suggestive findings for oncological research; remarkable effect of already known treatments without suggestive data to explain the exceptional result. Review articles may also be published.
期刊最新文献
Issue Information In this issue Issue Information In this issue Real-world genome profiling in Japanese patients with pancreatic ductal adenocarcinoma focusing on HRD implications
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1