PO.CL09.03 · 临床研究

在泛癌种临床环境中通过DNA和RNA同步下一代测序检测罕见致癌融合

Detection of rare oncogenic fusions through concurrent DNA and RNA next-generation sequencing in a pan-cancer clinical setting

海报缩略图:在泛癌种临床环境中通过DNA和RNA同步下一代测序检测罕见致癌融合
编号 5424 展板 14 时间 4/21 09:00–12:00 区域 Section 49 主讲 Lisa Gai
分会场 Retrospective Observational Studies
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作者与单位 Authors & Affiliations

Lisa Gai1, Molly Murnane1, Malvika Pillai1, Matthew Campbell1, Bradley Bowles1, Kyle A. Beauchamp1, Rotem Ben-Shachar2, Gregory Omerza1, Razelle Kurzrock3, Nathan David Seligson4, Halla S. Nimeiri1, Justin Guinney1

1Tempus AI, Inc, Chicago, IL,2GeneDX, Stamford, CT,3Medical College of Wisconsin, Milwaukee, WI,4Department of Pharmacotherapy and Translational Research, University of Florida, Jacksonville, FL

摘要 Abstract

中文摘要
背景:DNA和RNA同步检测是检测具有相关靶向治疗的致癌基因融合的金标准。然而,没有此类治疗的罕见融合也可通过为诊断、预后或潜在治疗耐药提供信息来影响患者护理。靶向panel DNA检测通常针对少数融合基因进行优化,这使得RNA检测对罕见融合尤为重要。在此,我们在一个包含74,182例晚期癌症患者的大型真实世界数据集中,量化了DNA和RNA同步检测相较于单独DNA检测对此类融合的获益。 方法:我们回顾性分析了来自Tempus多模态数据库的去标识化记录,这些记录来自接受靶向panel DNA下一代测序(NGS)和全外显子组RNA-NGS检测(分别为Tempus xT和xR)的非儿科转移性实体瘤样本患者。研究考虑了xT panel上和panel外的、无相关靶向治疗的融合。融合通过Tempus生物信息学工作流程识别,该流程同步运行RNA-NGS和DNA-NGS流程,随后进行病理学家复审。 结果:在队列的74,182例患者中,4,776例(6.4%)至少有一个无FDA批准靶向治疗的致癌融合,数据集中此类融合共4,845个。在这些融合中,85.0%(4,119/4,845)涉及xT panel上存在的基因,其中56.6%(2,744)涉及在xT panel上针对检测重排进行优化的基因。在研究中的所有融合中,2,561个(52.9%)仅由RNA-NGS检测到。对于涉及xT panel上基因的罕见融合以及那些在xT中优化检测的融合,分别有44.7%(1,841/4,119)和23.9%(656/3,744)仅在RNA中检测到。 该数据集中最常见的融合是TMPRSS2-ERG(n=2,247),其中23.4%仅在RNA中检测到。ESR1-CCDC170(211/213,99.1%)和PTPRK-RSPO3(280/280,100%)的仅RNA检测率尤其高。TMPRSS2在xT中针对融合检测进行了优化,ESR1在xT上但未针对重排,而PTPRK-RSPO3未出现在xT上。 结论:我们表明,在真实世界环境中,RNA检测极大地增强了对无相关FDA批准靶向治疗的罕见融合的检测。RNA检测的这种获益在不在DNA-NGS靶向panel上的融合中最为明显,但xT panel上靶向的融合在DNA/RNA同步检测下也显示出检测率提高。在具有高仅RNA检测率的融合中,ESR1-CCDC170与更具侵袭性的ER+乳腺癌相关,而PTPRK-RSPO3可能调节结直肠癌中的WNT信号。其他临床相关融合也显示出RNA-NGS检测的增强。总体而言,这些发现提示RNA检测可增强对罕见致癌融合的检测,从而更好地指导患者护理。
查看英文原文 English abstract
Background: Concurrent DNA and RNA testing is the gold standard for detection of oncogenic gene fusions with an associated targeted therapy. However, rare fusions without such therapies can also impact patient care by informing diagnosis, prognosis, or potential resistance to therapy. Targeted panel DNA assays are typically optimized for a small number of fusion genes, making use of RNA testing particularly salient for rare fusions. Here we quantify the benefit of concurrent DNA and RNA testing over DNA alone for such fusions, in a large real-world dataset of 74,182 patients with advanced cancer. Methods: We retrospectively analyzed deidentified records from the Tempus multimodal database of metastatic solid tumor samples from non-pediatric patients who underwent testing with both targeted panel DNA-next generation sequencing (NGS) and whole-exome RNA-NGS assays (Tempus xT and xR, respectively). Fusions both on and off the xT panel without an associated targeted therapy were considered for the study. Fusions were identified through the Tempus bioinformatic workflow, which runs RNA-NGS and DNA-NGS pipelines concurrently, followed by pathologist review. Results: Of the 74,182 patients in the cohort, 4,776 (6.4%) had at least one oncogenic fusion without an FDA-approved targeted therapy, with a total of 4,845 such fusions in the dataset. Of these fusions, 85.0% (4,119/4,845) involved genes present on the xT panel, with 56.6% (2,744) involving genes optimized for detecting rearrangements on the xT panel. Across all fusions in the study, 2,561 (52.9%) were detected by RNA-NGS only. For rare fusions involving genes on the xT panel and those with optimized detection in xT, 44.7% (1,841/4,119) and 23.9% (656/3,744) were detected in RNA only, respectively. The most common fusions in this dataset were TMPRSS2-ERG (n=2,247) with 23.4% detected only in RNA. RNA-only detection rates were particularly high for ESR1-CCDC170 (211/213, 99.1%) and PTPRK-RSPO3 (280/280, 100%). TMPRSS2 is optimized for fusion detection by xT, ESR1 is on xT but not targeted for rearrangements, and PTPRK- RSPO3 does not appear on xT. Conclusions: We show that RNA testing greatly enhances detection of rare fusions without an associated FDA-approved targeted therapy in a real-world setting. This benefit of RNA testing is most apparent for fusions not on a DNA-NGS targeted panel, but fusions targeted on the xT panel also showed increased detection with concurrent RNA testing. Among the fusions with high rates of RNA-only detection, ESR1-CCDC170 is associated with more aggressive ER+ breast cancers, and PTPRK-RSPO3 may modulate WNT signaling in colorectal cancer. Other clinically relevant fusions also showed enhanced detection from RNA-NGS. Overall, these findings suggest RNA testing could enhance detection of rare oncogenic fusions to better inform patient care.
利益披露 Disclosure
L. Gai, Tempus AI, Inc Employment, Stock. M. Murnane, Tempus AI, Inc Employment, Stock. M. Pillai, Tempus AI, Inc Employment, Stock. M. Campbell, Tempus AI, Inc Employment, Stock. B. Bowles, Tempus AI, Inc Employment, Stock. K. A. Beauchamp, Tempus AI, Inc Employment, Stock, Patent. R. Ben-Shachar, GeneDX Employment, Stock. Tempus AI, Inc Employment, Stock. G. Omerza, Tempus AI, Inc Employment, Stock. R. Kurzrock, Boehringer Ingelheim ). Debiopharm ). Foundation Medicine ). Genentech ). Grifols ). Guardant ). Incyte ). Konica Minolta ). Medimmune ). Merck Serono ). Omniseq ). Pfizer ). Sequenom ). Sysmex ). Takeda ). Tempus AI, Inc ). TopAlliance ). CureMatch Inc g., Board of Directors, non-salaried role), Stock. CureMetrix g., Board of Directors, non-salaried role). XZOM g., Board of Directors, non-salaried role). N. D. Seligson, None. H. S. Nimeiri, Tempus AI, Inc Employment, Stock. Northwestern Medicine Employment. J. Guinney, Tempus AI, Inc Employment, Stock, Patent.

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