Jennifer A. Marks , Nishant Gandhi , Balazs Halmos , Melina E. Marmarelis , So Yeon Kim , Lyudmila Bazhenova , Suresh S. Ramalingam , Joanne Xiu , Phillip Walker , Matthew J. Oberley , Patrick C. Ma , Stephen V. Liu
{"title":"METex14+非小细胞肺癌(NSCLC)的分子谱分析:组织学的影响","authors":"Jennifer A. Marks , Nishant Gandhi , Balazs Halmos , Melina E. Marmarelis , So Yeon Kim , Lyudmila Bazhenova , Suresh S. Ramalingam , Joanne Xiu , Phillip Walker , Matthew J. Oberley , Patrick C. Ma , Stephen V. Liu","doi":"10.1016/j.lungcan.2024.107935","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><p><em>MET</em> exon 14 skipping alterations (<em>MET</em>ex14+) represent a heterogeneous subgroup of non-small cell lung cancer (NSCLC) with distinct biological and genomic features. We characterized this heterogeneity in a large cohort, integrating genomic and transcriptomic profiling with clinical outcomes, to elucidate the histologic and molecular traits and survival patterns of <em>MET</em>ex14+ NSCLC.</p></div><div><h3>Materials and methods</h3><p>NSCLC tissue samples (n = 28,739) underwent DNA-based next-generation sequencing (592 genes, NextSeq) or whole-exome sequencing (NovaSeq), RNA-sequencing including whole transcriptome sequencing (WTS, NovaSeq), and PD-L1 IHC (Dako 22C3) at Caris Life Sciences. Immune cell fractions were estimated from bulk RNA sequencing (quanTIseq). Real-world survival data (mOS) was calculated from insurance claims. Statistical analyses employed Chi-square, Fisher’s exact, or Mann-Whitney U and log-rank tests and were corrected for hypothesis testing where applicable.</p></div><div><h3>Results</h3><p>A total of 711 <em>MET</em>ex14+ cases were detected. Of 575 cases of defined histology, 77 (13.6 %) were squamous (Sq), 474 (82.3 %) were nSq (non-squamous), and 24 (4.1 %) were adenosquamous. Mutations in <em>POT1</em> and <em>BRCA2</em> were enriched, and amplifications in <em>MDM2</em>, <em>HMGA2</em>, <em>CDK4,</em> and <em>MET</em> were common in <em>MET</em>ex14+ tumors. TMB-high and <em>TP53</em> mutated tumors were reduced in <em>MET</em>ex14+ independent of histology. <em>KEAP1</em> (2.1 vs 14.7 %) and <em>STK11</em> mutations (0.8 vs 17.1 %) were reduced only in <em>MET</em>ex14+ nSq (vs <em>MET</em>ex14+ Sq, q < 0.05). While the prevalence of PD-L1 high tumors was enriched in <em>MET</em>ex14+ independent of histology, T-cell inflamed tumors were enriched only in nSq <em>MET</em>ex14+. B-cells and CD8+ T-cells (1.07–1.43-fold) were enriched in nSq <em>MET</em>ex14+, and dendritic cells (0.32 fold) were reduced only in <em>MET</em>ex14+ Sq. <em>MET</em>ex14+ tumors had a modest improvement in mOS compared to <em>MET</em>ex14- tumors (mOS = 22.9 m vs 18.6 m, HR = 0.914, p = 0.04). Moreover, <em>MET</em>ex14+ tumors who received immunotherapy (IO) had a modest improvement in survival (mOS = 27.5 m vs 21.8 m; HR = 0.803, p = 0.03) compared to those who did not receive IO. <em>MET</em>ex14+ nSq tumors were associated with improved mOS compared to <em>MET</em>ex14+ Sq tumors (mOS = 27.7 vs 8.9 m, HR = 0.493, p < 0.0001).</p></div><div><h3>Conclusion</h3><p><em>MET</em>ex14+ alterations are a heterogeneous subgroup of NSCLC. Our analysis reveals that <em>MET</em>ex14+ nSq exhibit improved survival compared to <em>MET</em>ex14+ Sq. The distinct genomic and transcriptomic variations across histologies warrant clinical consideration.</p></div>","PeriodicalId":18129,"journal":{"name":"Lung Cancer","volume":"196 ","pages":"Article 107935"},"PeriodicalIF":4.5000,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Molecular profiling METex14+ non-small cell lung cancer (NSCLC): Impact of histology\",\"authors\":\"Jennifer A. Marks , Nishant Gandhi , Balazs Halmos , Melina E. Marmarelis , So Yeon Kim , Lyudmila Bazhenova , Suresh S. Ramalingam , Joanne Xiu , Phillip Walker , Matthew J. Oberley , Patrick C. Ma , Stephen V. Liu\",\"doi\":\"10.1016/j.lungcan.2024.107935\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objectives</h3><p><em>MET</em> exon 14 skipping alterations (<em>MET</em>ex14+) represent a heterogeneous subgroup of non-small cell lung cancer (NSCLC) with distinct biological and genomic features. We characterized this heterogeneity in a large cohort, integrating genomic and transcriptomic profiling with clinical outcomes, to elucidate the histologic and molecular traits and survival patterns of <em>MET</em>ex14+ NSCLC.</p></div><div><h3>Materials and methods</h3><p>NSCLC tissue samples (n = 28,739) underwent DNA-based next-generation sequencing (592 genes, NextSeq) or whole-exome sequencing (NovaSeq), RNA-sequencing including whole transcriptome sequencing (WTS, NovaSeq), and PD-L1 IHC (Dako 22C3) at Caris Life Sciences. Immune cell fractions were estimated from bulk RNA sequencing (quanTIseq). Real-world survival data (mOS) was calculated from insurance claims. Statistical analyses employed Chi-square, Fisher’s exact, or Mann-Whitney U and log-rank tests and were corrected for hypothesis testing where applicable.</p></div><div><h3>Results</h3><p>A total of 711 <em>MET</em>ex14+ cases were detected. Of 575 cases of defined histology, 77 (13.6 %) were squamous (Sq), 474 (82.3 %) were nSq (non-squamous), and 24 (4.1 %) were adenosquamous. Mutations in <em>POT1</em> and <em>BRCA2</em> were enriched, and amplifications in <em>MDM2</em>, <em>HMGA2</em>, <em>CDK4,</em> and <em>MET</em> were common in <em>MET</em>ex14+ tumors. TMB-high and <em>TP53</em> mutated tumors were reduced in <em>MET</em>ex14+ independent of histology. <em>KEAP1</em> (2.1 vs 14.7 %) and <em>STK11</em> mutations (0.8 vs 17.1 %) were reduced only in <em>MET</em>ex14+ nSq (vs <em>MET</em>ex14+ Sq, q < 0.05). While the prevalence of PD-L1 high tumors was enriched in <em>MET</em>ex14+ independent of histology, T-cell inflamed tumors were enriched only in nSq <em>MET</em>ex14+. B-cells and CD8+ T-cells (1.07–1.43-fold) were enriched in nSq <em>MET</em>ex14+, and dendritic cells (0.32 fold) were reduced only in <em>MET</em>ex14+ Sq. <em>MET</em>ex14+ tumors had a modest improvement in mOS compared to <em>MET</em>ex14- tumors (mOS = 22.9 m vs 18.6 m, HR = 0.914, p = 0.04). Moreover, <em>MET</em>ex14+ tumors who received immunotherapy (IO) had a modest improvement in survival (mOS = 27.5 m vs 21.8 m; HR = 0.803, p = 0.03) compared to those who did not receive IO. <em>MET</em>ex14+ nSq tumors were associated with improved mOS compared to <em>MET</em>ex14+ Sq tumors (mOS = 27.7 vs 8.9 m, HR = 0.493, p < 0.0001).</p></div><div><h3>Conclusion</h3><p><em>MET</em>ex14+ alterations are a heterogeneous subgroup of NSCLC. Our analysis reveals that <em>MET</em>ex14+ nSq exhibit improved survival compared to <em>MET</em>ex14+ Sq. The distinct genomic and transcriptomic variations across histologies warrant clinical consideration.</p></div>\",\"PeriodicalId\":18129,\"journal\":{\"name\":\"Lung Cancer\",\"volume\":\"196 \",\"pages\":\"Article 107935\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2024-09-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Lung Cancer\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0169500224004690\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lung Cancer","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169500224004690","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
Molecular profiling METex14+ non-small cell lung cancer (NSCLC): Impact of histology
Objectives
MET exon 14 skipping alterations (METex14+) represent a heterogeneous subgroup of non-small cell lung cancer (NSCLC) with distinct biological and genomic features. We characterized this heterogeneity in a large cohort, integrating genomic and transcriptomic profiling with clinical outcomes, to elucidate the histologic and molecular traits and survival patterns of METex14+ NSCLC.
Materials and methods
NSCLC tissue samples (n = 28,739) underwent DNA-based next-generation sequencing (592 genes, NextSeq) or whole-exome sequencing (NovaSeq), RNA-sequencing including whole transcriptome sequencing (WTS, NovaSeq), and PD-L1 IHC (Dako 22C3) at Caris Life Sciences. Immune cell fractions were estimated from bulk RNA sequencing (quanTIseq). Real-world survival data (mOS) was calculated from insurance claims. Statistical analyses employed Chi-square, Fisher’s exact, or Mann-Whitney U and log-rank tests and were corrected for hypothesis testing where applicable.
Results
A total of 711 METex14+ cases were detected. Of 575 cases of defined histology, 77 (13.6 %) were squamous (Sq), 474 (82.3 %) were nSq (non-squamous), and 24 (4.1 %) were adenosquamous. Mutations in POT1 and BRCA2 were enriched, and amplifications in MDM2, HMGA2, CDK4, and MET were common in METex14+ tumors. TMB-high and TP53 mutated tumors were reduced in METex14+ independent of histology. KEAP1 (2.1 vs 14.7 %) and STK11 mutations (0.8 vs 17.1 %) were reduced only in METex14+ nSq (vs METex14+ Sq, q < 0.05). While the prevalence of PD-L1 high tumors was enriched in METex14+ independent of histology, T-cell inflamed tumors were enriched only in nSq METex14+. B-cells and CD8+ T-cells (1.07–1.43-fold) were enriched in nSq METex14+, and dendritic cells (0.32 fold) were reduced only in METex14+ Sq. METex14+ tumors had a modest improvement in mOS compared to METex14- tumors (mOS = 22.9 m vs 18.6 m, HR = 0.914, p = 0.04). Moreover, METex14+ tumors who received immunotherapy (IO) had a modest improvement in survival (mOS = 27.5 m vs 21.8 m; HR = 0.803, p = 0.03) compared to those who did not receive IO. METex14+ nSq tumors were associated with improved mOS compared to METex14+ Sq tumors (mOS = 27.7 vs 8.9 m, HR = 0.493, p < 0.0001).
Conclusion
METex14+ alterations are a heterogeneous subgroup of NSCLC. Our analysis reveals that METex14+ nSq exhibit improved survival compared to METex14+ Sq. The distinct genomic and transcriptomic variations across histologies warrant clinical consideration.
期刊介绍:
Lung Cancer is an international publication covering the clinical, translational and basic science of malignancies of the lung and chest region.Original research articles, early reports, review articles, editorials and correspondence covering the prevention, epidemiology and etiology, basic biology, pathology, clinical assessment, surgery, chemotherapy, radiotherapy, combined treatment modalities, other treatment modalities and outcomes of lung cancer are welcome.