亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

EGFR/ERBB2 Amplifications and Alterations Associated With Resistance to Lenvatinib in Hepatocellular Carcinoma

伦瓦提尼 肝细胞癌 斯科普斯 医学 肿瘤科 癌症研究 内科学 生物信息学 生物 梅德林 索拉非尼 生物化学
作者
Mir Lim,Joseph W. Franses,Robin John Lester Imperial,Umair Majeed,Jill Tsai,David Hsiehchen
出处
期刊:Gastroenterology [Elsevier BV]
卷期号:164 (6): 1006-1008.e3 被引量:22
标识
DOI:10.1053/j.gastro.2023.01.023
摘要

Lenvatinib is a frontline tyrosine kinase inhibitor for the treatment of hepatocellular carcinoma (HCC) capable of inducing tumor responses in one-fourth of patients.1Llovet J.M. et al.Nat Rev Dis Primers. 2021; 7: 6Crossref PubMed Scopus (2473) Google Scholar,2Kudo M. et al.Lancet. 2018; 391: 1163-1173Abstract Full Text Full Text PDF PubMed Scopus (3281) Google Scholar However, many patients demonstrate resistance to lenvatinib, and molecular mechanisms underpinning refractory cancers have been poorly characterized. Recent in vivo studies suggest that hyperactivation of epidermal growth factor receptor (EGFR) signaling may induce lenvatinib resistance, but whether this mechanism is relevant in patients is unknown.3Jin H. et al.Nature. 2021; 595: 730-734Crossref PubMed Scopus (154) Google Scholar,4He X. et al.Sci Rep. 2022; 12: 8007Crossref PubMed Scopus (12) Google Scholar Circulating tumor DNA (ctDNA) profiling of peripheral blood provides a noninvasive method to identify cancer-specific mutations, including heterogenous genomic resistance alterations that arise from clonal selection during treatment. Unlike single-site tissue biopsies, which may only define molecular alterations of cells from a specific geographic region, ctDNA may capture genetic alterations regardless of tumor geography and across all cancer lesions.5Hsiehchen D. et al.Nat Commun. 2022; 13: 7477Crossref PubMed Scopus (1) Google Scholar We analyzed genetic alterations in the EGFR pathway in 46 patients with HCC who had ctDNA profiling using a clinically validated next-generation sequencing-based assay (manufactured by Guardant, Tempus, and Foundation Medicine) before starting therapy and at progression, including 16 patients who received lenvatinib and 30 patients who received immune checkpoint inhibitors (ICIs) including pembrolizumab, nivolumab, or atezolizumab plus bevacizumab (see Supplementary Methods).6Lanman R.B. et al.PLoS One. 2015; 10e0140712Crossref PubMed Scopus (516) Google Scholar At the time of progression to lenvatinib, 1 patient without a detectable EGFR amplification at baseline subsequently had an EGFR amplification detected, and 1 patient demonstrated an increase in EGFR amplification from 4.8 to 7 copies (Figure 1A). In contrast to patients who progressed on lenvatinib, changes in EGFR/ERBB2 amplifications/alterations were not consistently associated with ICI resistance. Among 30 patients with longitudinal ctDNA assessment treated with ICIs, 2 patients lost EGFR amplifications at progression, 1 patient had a decline in the variant allele frequency (VAF) of an activating EGFR alteration (A647T), 1 patient had a new ERBB2 amplification, and 2 patients had an increase in EGFR copy numbers (Figure 1A). The Cancer Genome Atlas (TCGA) HCC specimens that underwent RNA sequencing and/or analysis by reverse-phase protein arrays confirmed that low- and high-level gains in EGFR/ERBB2 determined by Genomic Identification of Significant Targets in Cancer (GISTIC) had greater RNA and protein levels than diploid HCC (Supplementary Figure 1).7CGAR NetworkCell. 2017; 169: 1327-1341Abstract Full Text Full Text PDF PubMed Scopus (1392) Google Scholar To test whether EGFR/ERBB2 alterations detected before lenvatinib treatment is predictive of early treatment failure, we retrospectively analyzed 227 patients with HCC who underwent baseline ctDNA profiling (inclusive of the original 46 patients) and assembled 3 patient cohorts: patients with EGFR/ERBB2 alterations before to lenvatinib treatment (n = 6), patients without EGFR/ERBB2 alterations before lenvatinib treatment (n = 32), and patients with EGFR/ERBB2 alterations before ICI treatment (n = 17) (Supplementary Table 1). Disease control rates (complete/partial response or stable disease per Response Evaluation Criteria in Solid Tumors [RECIST]) were 20% in cohort 1, 62.5% in cohort 2 (P = .05), and 58% in cohort 3 (P = .09) (Figure 1B). Progression-free survival was longer in cohort 2 (median, 5.9 months; 95% confidence interval [CI], 2.0–9.8) and cohort 3 (median, 7.1 months; 95% CI, 1–13.2) compared with cohort 1 (median, 2.2 months; 95% CI, 1.6–2.8; log-rank P = .002) (Figure 1C). There was also a trend toward longer overall survival in cohort 2 (median, 9.2 months; 95% CI 7.3–11.1) and cohort 3 (median, 16.9 months; 95% CI, 6.2–27.6) compared with cohort 1 (median, 3.9 months; 95% CI, 0.5–7.3; log-rank P = .08) (Figure 1D). In a national cohort of 1616 patients with HCC who underwent ctDNA profiling, EGFR amplifications and activating mutations occurred in 6.5% and 1.5% of cases, respectively, and ERBB2 amplifications and activating mutations occurred in 1.9% and 0.7% of cases, respectively (Figure 1E). Most EGFR/ERBB2 amplifications were low level (<4 copies), with a subset at moderate- or high-level gains (Figure 1F). Among EGFR/ERBB2 mutations, we identified recurrent alterations associated with resistance to earlier-generation EGFR inhibitors (Figure 1G).8Shah R. et al.Clin Lung Cancer. 2020; 21: e216-e228Abstract Full Text Full Text PDF PubMed Scopus (83) Google Scholar These results collectively suggest that EGFR/ERBB2 alterations may be genetic mechanisms that underlie lenvatinib resistance, and their detection in ctDNA may serve as predictive or pharmacodynamic markers. EGFR inhibitors may enhance lenvatinib efficacy in a subset of patients, but the nontrivial number of EGFR gatekeeper alterations in HCC suggests that later-generation EGFR inhibitors may have greater utility in some patients.3Jin H. et al.Nature. 2021; 595: 730-734Crossref PubMed Scopus (154) Google Scholar For instance, ongoing clinical studies including a trial testing gefitinib in lenvatinib-resistant HCC (NCT04642547) and an HCC chemoprevention study testing erlotinib (NCT04172779) rely on EGFR inhibitors, which are ineffective against gatekeeper mutations. If not, it is likely that gatekeeper alterations represent rare subclonal driver mutation events rather than intramolecular mechanisms of lenvatinib resistance because lenvatinib does not directly bind or inhibit EGFR.3Jin H. et al.Nature. 2021; 595: 730-734Crossref PubMed Scopus (154) Google Scholar Combining lenvatinib with ICIs could also be considered in select patients because EGFR/ERBB2 alterations were not associated with ICI resistance. Because patients treated with other tyrosine kinase inhibitors were not examined in this study and only some patients were treated with atezolizumab plus bevacizumab in our ICI cohort, further evaluation is warranted to determine if other anti-vascular endothelial growth factor agents as monotherapy or in combination with ICIs may lead to drug resistance mediated by EGFR/ERBB2 alterations. Further validation of these results is needed given the limited sample size of EGFR/ERBB2-altered cohorts examined. Low-level ctDNA copy numbers of EGFR/ERBB2 associated with lenvatinib resistance differ from larger copy numbers in gene amplifications associated with treatment resistance detected in tissue reported in other contexts (such as MET amplifications in EGFR inhibitor–resistant lung cancers).9Engelman J.A. et al.Science. 2007; 316: 1039-1043Crossref PubMed Scopus (4033) Google Scholar,10Piotrowska Z. et al.Cancer Discov. 2018; 8: 1529-1539Crossref PubMed Scopus (320) Google Scholar However, this could be attributable to differences in the biologic aspects of specimen input because ctDNA captures genetic heterogeneity across cancer lesions, whereas single-site biopsies capture molecular alterations within a limited spatial region. Nonetheless, this study identifies a putative genetic marker of lenvatinib resistance that may guide treatment selection for patients given that multiple frontline regimens currently exist for HCC treatment and studies that have directly compared their efficacy are lacking. Mir Lim, MD (Data curation: Supporting; Investigation: Supporting; Writing – review & editing: Supporting). Joseph W. Franses, MD (Data curation: Supporting; Investigation: Supporting; Writing – review & editing: Supporting). Robin Imperial, MD (Data curation: Supporting; Investigation: Supporting; Writing – review & editing: Supporting). Umair Majeed, MBBS (Data curation: Supporting; Investigation: Supporting; Writing – review & editing: Supporting). Jill Tsai, PhD (Data curation: Supporting; Writing – review & editing: Supporting). David Hsiehchen, MD (Conceptualization: Lead; Data curation: Supporting; Formal analysis: Lead; Funding acquisition: Lead; Supervision: Lead; Writing – original draft: Lead). Patients who had ctDNA testing using a clinical next-generation sequencing assay (manufactured by Guardant, Tempus, and Foundation Medicine) as a component of routine clinical care from August 2019 to July 2022 were retrospectively identified after receiving institutional review board approval at each respective institution. A subset of patients had serial ctDNA analysis done at baseline and after progression to lenvatinib or ICIs, whereas the remainder had ctDNA collected before initiation of lenvatinib or ICIs. Patients who received local regional therapy including transcatheter arterial chemoembolization, ablation, or radiation during systemic therapy were excluded because these treatments could confound ctDNA results. ICI treatment included atezolizumab plus bevacizumab, pembrolizumab, or nivolumab. Clinical data including demographics, treatment history, tumor responses, and survival outcomes were abstracted from the electronic medical record. Cases with corresponding tissue sequencing data were analyzed if tissue specimens were obtained within 6 months of ctDNA collection and without intervening systemic treatments in that time period. Deidentified data from a national registry of HCC that underwent ctDNA analysis using Guardant360 from November 2016 to January 2022 were analyzed to determine the prevalence of EGFR/ERBB2 alterations after receiving an exemption for nonhuman research from the Human Research Protection Program. Clinical history for 2 patients with EGFR inhibitor gatekeeper mutations (EGFR T790M and A547T mutations) was reviewed that demonstrated no concomitant diagnosis of lung cancer or prior history of EGFR inhibitor exposure. Peripheral blood samples were collected in Cell-Free DNA Blood Collection (Streck) tubes and shipped to a Clinical Laboratory Improvement Act–certified, College of American Pathologists–accredited laboratory (Guardant Health, Redwood City, CA). A minimum of 5 ng of cell-free DNA was isolated for library preparation. As previously described, the Guardant360 assay is a targeted high-throughput hybridization-based capture technology for the detection of alterations in 73 or 84 genes.4He X. et al.Sci Rep. 2022; 12: 8007Crossref PubMed Scopus (12) Google Scholar Putative germline mutations including variants identified by allele fractions between 40% and 60%, prior annotation as germline mutations, and manual review were excluded from analysis. Tumor response was categorized according to RECIST 1.1. Progression-free and overall survival were calculated from the time of lenvatinib or ICI treatment initiation. Differences in disease control rates between patient cohorts were assessed using the the Fisher exact probability test. Kaplan-Meier curves were used to estimate progression-free and overall survival and differences were assessed using the log-rank test. Differences in RNA and protein levels between diploid and EGFR/ERBB2-amplified HCC were assessed using the 1-way analysis of variance test. The results are in part based on data generated by the TCGA Research Network (https://www.cancer.gov/tcga).Supplementary Table 1Characteristics of Patients With or Without EGFR/ERBB2 AlterationsCharacteristicsEGFR/ERBB2-altered treated with lenvatinibEGFR/ERBB2 wild-type treated with lenvatinibPEGFR/ERBB2-altered treated with ICIPSex Male5 (83.3)26 (81.3).9014 (82.4).96 Female1 (16.7)6 (18.8)3 (17.6)Age <40 y0 (0)2 (6.3).880 (0).86 41–50 y0 (0)3 (9.4)3 (17.6) 51–60 y3 (50)12 (37.5)8 (47.1) 61–70 y2 (33.3)11 (34.4)4 (23.5) >70 y1 (16.7)4 (12.5)2 (11.8)Race White3 (50)17 (53.1).8312 (70.6).30 Asian0 (0)3 (9.4)1 (5.9) Black2 (33.3)9 (28.1)4 (23.5) Unknown1 (16.7)3 (9.4)0 (0)Line of therapy First3 (50)14 (43.8).8212 (70.6).59 Second2 (33.3)15 (46.9)4 (23.5) Third1 (16.7)3 (9.4)1 (5.9)Cirrhosis Alcohol1 (16.7)5 (15.6).853 (17.6).92 Hepatitis C virus3 (50)13 (40.6)6 (35.3) Hepatitis B virus0 (0)2 (6.3)1 (5.9) Non-alcoholic steatohepatitis2 (33.3)8 (25)6 (35.3) Unknown0 (0)4 (12.5)1 (5.9)Child-Pugh score A4 (66.7)24 (75).6710 (58.8).73 B2 (33.3)8 (25)7 (41.2)Values are n (%). Open table in a new tab Values are n (%). CorrectionGastroenterologyPreviewLim M, Franses JW, Imperial R, et al. EGFR/ERBB2 Amplifications and Alterations Associated With Resistance to Lenvatinib in Hepatocellular Carcinoma. Gastroenterology 2023;164:1006–1008.e3. Full-Text PDF
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
123123发布了新的文献求助10
8秒前
28秒前
细水长流完成签到 ,获得积分10
34秒前
呆萌的鞯完成签到,获得积分10
40秒前
轻松的寻桃完成签到,获得积分10
44秒前
orixero应助科研通管家采纳,获得10
53秒前
1分钟前
舒先生发布了新的文献求助10
1分钟前
舒先生完成签到,获得积分10
1分钟前
1分钟前
不安碧灵完成签到,获得积分10
1分钟前
咧咧咧发布了新的文献求助10
1分钟前
拼搏幻柏完成签到,获得积分10
1分钟前
咧咧咧完成签到,获得积分10
2分钟前
情怀应助sci大户采纳,获得10
2分钟前
2分钟前
2分钟前
2分钟前
sci大户发布了新的文献求助10
2分钟前
李健应助咧咧咧采纳,获得10
2分钟前
在水一方完成签到,获得积分0
2分钟前
科研通AI6.2应助杨秋艳采纳,获得10
2分钟前
热情的衬衫完成签到,获得积分10
2分钟前
丰富凡白完成签到,获得积分10
2分钟前
君莫笑完成签到 ,获得积分10
2分钟前
2分钟前
朱雨婷应助科研通管家采纳,获得10
2分钟前
风息完成签到,获得积分10
3分钟前
TXZ06完成签到,获得积分10
3分钟前
3分钟前
烂漫的半雪完成签到,获得积分10
3分钟前
朴实无招完成签到,获得积分10
3分钟前
心无杂念完成签到 ,获得积分10
3分钟前
孔秋词完成签到,获得积分10
3分钟前
追寻孤萍完成签到,获得积分10
4分钟前
朴素的懿轩完成签到,获得积分10
4分钟前
4分钟前
杨秋艳发布了新的文献求助10
4分钟前
科研通AI6.4应助杨秋艳采纳,获得10
4分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Navigating Normative Orders. Interdisciplinary Perspectives 800
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
CLSI VET01S-2024 Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated From Animals (7th Ed) 500
A Case Study on Hotels as Noncongregate Emergency Living Accommodations for Returning Citizens 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7754393
求助须知:如何正确求助?哪些是违规求助? 9300981
关于积分的说明 20259849
捐赠科研通 7336815
什么是DOI,文献DOI怎么找? 3310808
关于科研通互助平台的介绍 2461994
邀请新用户注册赠送积分活动 2324032