Introduction
Therapeutic strategies based on targeted therapies and immunotherapy have increased tremendously the overall survival of nonsquamous NSCLC (NS-NSCLC).
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Consequently, the number of actionable genomic alterations has expanded rapidly.
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The evolving landscape of biomarker testing for non-small cell lung cancer in Europe.
International guidelines now highlight mandatory testing of
EGFR,
ALK,
ROS1,
BRAF,
NTRK,
RET, and
MET at diagnosis of advanced NS-NSCLC.
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Therapy for stage IV non-small-cell lung cancer with driver alterations: ASCO and OH (CCO) joint guideline update.
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The evolving landscape of biomarker testing for non-small cell lung cancer in Europe.
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In addition, the programmed death-ligand 1 (PD-L1)–positive tumor cell status must be determined using immunohistochemistry (IHC).
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Importantly, careful clinical decision-making requires the reporting of the above-mentioned molecular alterations immediately because in the absence of a full report treatments such as chemotherapy with or without immunotherapy are initiated while waiting for the results. This leads to suboptimal treatment as the response to treatment is often limited in patients with actionable alterations, such as
EGFR mutations or gene fusions, particularly in
ALK,
ROS,
RET,
MET, or
NTRK, in which targeted treatments were found to have impressive clinical benefit.
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Owing to the extensive requirements of biomarker testing for NS-NSCLC, next-generation sequencing (NGS) has become the optimal approach for parallel assessment of gene alterations.
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Nevertheless, NGS can be difficult to master and can lead to a long turnaround time (TAT) to receive the results, which is often not compatible with international guidelines.
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Therefore, many laboratories still rely on single gene and sequential approaches (such as IHC, fluorescence
in situ hybridization [FISH], and targeted sequencing) to obtain rapid results in daily practice. Nevertheless, this latter strategy can be difficult to perform owing to the small sample size and, importantly, owing to the increased number of druggable genomic alterations in NS-NSCLC, notably gene fusions.
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Consequently, ultrafast testing strategies that allow the rapid assessment of genomic alterations have become increasingly important to ensure optimal clinical decision-making, especially for gene fusions in which a plethora of different methods are currently being used.
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Here, we evaluated the workflows of two ultrafast gene fusion assays (UFGFAs) used as reflex and point-of-care testing in routine clinical practice for NS-NSCLC. The Idylla GeneFusion assay is a fully automated cartridge-based quantitative polymerase chain reaction (qPCR) system that assesses gene fusions in
ALK,
ROS1,
RET,
MET exon 14 skipping, and
NTRK1/2/3. The Ion Torrent Genexus NGS system is a fully integrated sequencing device that allows the assessment of 50 genes from both DNA and RNA, including gene fusions in
ALK,
ROS1,
RET,
MET, and
NTRK1/2/3. We hypothesized that both systems are able to rapidly deliver results into gene fusions without compromising diagnostic accuracy. We report on 195 NS-NSCLC cases, including 113 cases with known gene arrangements in
ALK,
ROS1,
RET,
MET, and
NTRK and five
NTRK-positive extrathoracic tumors and 82 wild-type (WT) tumors, as defined by the standard procedures that are used routinely.
Material and Methods
In total, 195 patients diagnosed between 2005 and 2022 were retrospectively included. The different samples were selected from centers in five academic hospitals in France (Department of Pathology, Hôpital Haut-Lévêque, CHU of Bordeaux; Department of Pathology, Institut Universitaire du Cancer, CHU of Toulouse; Department of Pathology, CHU of Rouen; Department of Pathology, Hospices Civils de Lyon; Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, CHU of Nice). The main epidemiologic, clinical, and pathologic data are found in
Table 1. Histologic classification was made according to the 2021 WHO classification of thoracic tumors, using the terminology for resected specimens, small biopsies, and cytology specimens.
Using the standard procedures routinely used in daily practice in the different centers, 113 gene fusion-positive tumors were selected:
ALK (62 of 113 cases, 55%),
ROS1 (24 of 113 cases, 21%),
RET (12 of 113 cases, 10.6%),
NTRK (two of 113 cases, 1.7%), and
MET exon 14 skipping alterations (13 of 113 cases, 11.5%). We selected five additional
NTRK-positive tumors (four thyroid carcinomas and one inflammatory myofibroblastic tumor of the orbit) owing to the scarcity of
NTRK rearrangements in NS-NSCLC. Standard procedures included
ALK IHC (D5F3 clone, Ventana, Tucson, AZ);
ALK FISH (Vysis ALK Break Apart FISH Probe Kit, Abbott Molecular, Des Plaines, IL);
ROS1 IHC (D4D6 clone, Cell Signaling Technology, Danvers, MA);
ROS1 FISH (Poseidon ROS1 Break Probe Kit, Kreatech Inc., Durham, NC); Oncomine Focus Assay (OFA NGS, Thermo Fisher Scientific, Waltham, MA); and nCounter Gene Fusion Panel (NanoString Technologies, Seattle, WA). An additional 82 NS-NSCLCs were found to be WT for the genes cited previously when using the standard procedures (
Table 1).
Table 1Characteristics of the NS-NSCLC Patient Cohort
NA, not available; NOS, not otherwise specified; NS-NSCLC, nonsquamous NSCLC; WT, wild-type.
Cases were analyzed using two workflows for multiplex reverse-transcriptase polymerase chain reaction and NGS analyses. The percentage of tumor cells and the tumor surfaces were noted, and a macrodissection or whole sections were obtained after selection of the tumor area by an expert thoracic pathologist (VH, CB, SL, EL, MI, and PH). Selected paraffin tissue sections were processed using an Idylla platform and the GeneFusion Assay (Biocartis) (ref A0121/6, Biocartis NV, Malines, Belgium). Selected paraffin tissue sections were processed for NGS analyses using a Genexus system (Thermo Fisher Scientific) after nucleic acid extraction (Maxwell RSC Instrument, Promega Corporation, Madison, WI). Quantification and quality assessment of the extracted nucleic acid were first evaluated using a Qubit (Qubit 2.0 Fluorometer, Thermo Fisher Scientific [Bourgoin-Jallieu, France]; Qubit dsDNA HS Assay Kit [ref Q32851 and Qubit RNA HS Assay Kit ref Q32852]) and a nanodrop (Nanodrop One, Ozyme [Saint-Cyr-l’Ecole, France]) instrument. The Oncomine Precision Assay that assessed parallel alterations in RNA and DNA was used according to the manufacturer’s recommendations (Thermo Fisher Scientific). The standard procedure used at the LPCE (Nice, France) for EGFR status assessment was performed using the Idylla EGFR test (Biocartis; ref A0060/6, Biocartis NV, Mechelen, Belgium). All the samples were considered as routine samples, and molecular testing was completed within working days. The study was performed in accordance to the guideline of the Declaration of Helsinki, approved by the local ethics committee, and all patients provided written informed consent.
The results were compared for accuracy, sensitivity, and specificity according to each of the two UFGFA workflows and to the standard procedures. In addition, positive and negative predictive values were estimated on the basis of an estimated prevalence of ALK (4%), ROS1 (2%), MET (3%), RET (2%), and NTRK (0.2%).
Discussion
This study revealed good concordance between the two UFGFAs, a multiplex reverse-transcriptase polymerase chain reaction (Idylla) and an NGS (Genexus) assay for the assessment of gene fusions in NS-NSCLC. Although both systems had comparable performance and accuracy, sensitivity was higher with the Genexus NGS system. Nevertheless, both systems had limitations. Not including cytologic samples is a limitation of this study because it is the only type of material available in a proportion of routine cases. The Idylla system had a lower sensitivity especially for the
NTRK fusion but also yielded false-positive gene fusion calls across multiple genes. The performance of the Idylla assay was in line with recently published data.
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Notably, the assay was designed to detect
NTRK fusions using only imbalance and consequently may yield a lower sensitivity compared with the targeted approach used for other genes.
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The Genexus system reported ALK rearrangements owing to imbalance for several patients with ALK WT. Careful assessment highlighted a minimal number of ALK reads and consequently a bioinformatic limitation. Nevertheless, improved algorithms for analysis may improve the assay, and consequently current users are encouraged to consider updating the bioinformatics to improve the specificity of the assay with imbalance assessment. Importantly, both manufacturers highlight the importance of secondary testing in case of a positive imbalance, and on the basis of our results, we strongly suggest confirming the results of these cases with another test, such as FISH or IHC. Nevertheless, introducing the detection of gene fusions by 5′-3′ imbalance improved the sensitivity and is therefore a promising addition to the detection of gene arrangements in routine clinical care.
The detection of ALK gene fusions, however, remained particularly challenging for both systems. This leads to low positive predictive values and consequently the need for an additional method of testing (FISH or IHC) to confirm the presence of the ALK rearrangement. Other NGS assays have already highlighted some of the limitations of the detection of ALK rearrangements,
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in particular gene-specific limitations for the alterations confirming the persistent need of ALK IHC or FISH. In this context, notably for very small sample sizes, it is useful to obtain two tissue sections before nucleic acid extraction for NGS assays. Moreover, reflex ALK IHC testing in all advanced NS-NSCLC should be considered as a valid option to speed up and facilitate the diagnostic process.
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Importantly, both systems are able to deliver the promise of ultrafast gene assessment to enable quick clinical decision-making. The Idylla qPCR assay uses single-use cartridges for each patient and is thus not limited by batching. The highly automated process only requires the addition of a tissue section and has been established in many laboratories for rapid implementation without the need of additional training. The TAT from adding a formalin-fixed, paraffin-embedded sample to a report is approximately 3 hours and thus allows same-day reporting. In contrast, the Genexus NGS system requires batching of samples to initiate a run, but the minimal number of four samples allows quick initialization even in low to medium throughput laboratories.
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The TAT is approximately 24 hours, which often allows next-day reporting. Both systems consequently offer a considerable improvement compared with other NGS assays, which often require several days to weeks.
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Nevertheless, high-throughput centers that can conduct the analysis daily might achieve a TAT as rapid as 24 hours for the Genexus NGS technology, although this would not be cost-efficient in centers with lower throughput.
Importantly, the guidelines include the mandatory testing of certain gene fusions but most importantly also common druggable mutations, including mutations in
EGFR,
BRAF, and
KRAS, but also other emerging biomarkers, such as
STK11, are often assessed for clinical decision-making.
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Consequently, the ultrafast assessment of gene fusions needs to be integrated into the other recommended biomarkers in NS-NSCLC and PD-L1 IHC. This is facilitated by the use of the Genexus NGS system, which includes both gene fusion detection and DNA mutation calling, and thus allows a full report on recommended molecular assessment in NS-NSCLC, with the exception of PD-L1. Notably, some emerging markers such as
KEAP1, a negative predictor to the response to immunotherapy,
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have been included in the latest IVD version of the Genexus panel (Oncomine Dx Express Test Ref. A54103). In contrast, the Idylla cartridge is specific for detection of gene fusions, and thus an additional analytical run needs to be performed to analyze the remaining mutations. Although additional cartridges for the assessment of these genes can be used, additional tissue is needed, which is often limiting, and parallel assessment requires the installation of additional devices. Nevertheless, the combination of the automated qPCR system with subsequent NGS analysis for broader biomarker assessment has already been found to be useful,
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and such a hybrid strategy might be useful with the inclusion of the UFGFA. This scenario may be limited to urgent cases depending on the epidemiologic profile of the patient (e.g., young, nonsmoker).
In summary, the ultrafast detection of gene fusions in NS-NSCLC in routine clinical care for rapid clinical decision-making is feasible and yields a sufficient level of performance. Both the Idylla qPCR and the Genexus NGS systems are able to provide reliable data with limitations primarily on the basis of their underlying technologies. Importantly, this study reveals that the need for shorter TAT in clinical diagnosis can be addressed without compromising reliability.
CRediT Authorship Contribution Statement
Véronique Hofman: Conceptualization, original draft preparation, data curation, writing—reviewing, final approval of the manuscript.
Simon Heeke: Conceptualization, methodology, investigation, original draft preparation, data curation, writing—reviewing, final approval of the manuscript.
Christophe Bontoux: Writing—reviewing, resources, final approval of the manuscript.
Lara Chalabreysse: Writing—reviewing, resources, final approval of the manuscript.
Marc Barritault: Writing—reviewing, resources, final approval of the manuscript.
Pierre Paul Bringuier: Writing—reviewing, resources, final approval of the manuscript.
Tanguy Fenouil: Writing—reviewing, resources, final approval of the manuscript.
Nazim Benzerdjeb: Writing—reviewing, resources, final approval of the manuscript.
Hugues Begueret: Writing—reviewing, resources, final approval of the manuscript.
Jean Philippe Merlio: Writing—reviewing, resources, final approval of the manuscript.
Charline Caumont: Writing—reviewing, resources, final approval of the manuscript.
Nicolas Piton: Writing—reviewing, resources, final approval of the manuscript.
Jean-Christophe Sabourin: Writing—reviewing, resources, final approval of the manuscript.
Solène Evrard: Writing—reviewing, resources, final approval of the manuscript.
Charlotte Syrykh: Writing—reviewing, resources, final approval of the manuscript.
Anna Vigier: Writing—reviewing, resources, final approval of the manuscript.
Pierre Brousset: Writing—reviewing, resources, final approval of the manuscript.
Julien Mazieres: Writing—reviewing, resources, final approval of manuscript.
Elodie Long-Mira: Writing—reviewing, resources.
Jonathan Benzaquen: Writing—reviewing, resources, final approval of the manuscript.
Jacques Boutros: Writing—reviewing, resources, final approval of the manuscript.
Maryline Allegra: Validation, investigation, final approval of the manuscript.
Virginie Tanga: Validation, investigation, final approval of the manuscript.
Virginie Lespinet-Fabre: Validation, investigation, final approval of the manuscript.
Myriam Salah: Validation, investigation, final approval of the manuscript.
Christelle Bonnetaud: Data curation, validation, final approval of the manuscript.
Olivier Bordone: Validation, investigation, final approval of the manuscript.
Sandra Lassalle: Writing—reviewing, validation, final approval of the manuscript.
Charles-Hugo Marquette: Writing—reviewing, validation, final approval of the manuscript.
Marius Ilié: Writing—reviewing, validation, final approval of the manuscript.
Paul Hofman: Supervision, project administration, conceptualization, validation, original draft preparation, writing—reviewing, final approval of the manuscript.
Article info
Publication history
Published online: December 28, 2022
Accepted:
December 27,
2022
Received in revised form:
December 23,
2022
Received:
October 18,
2022
Footnotes
Disclosure: Dr. V. Hofman reports receiving speakers’ bureau honoraria from Bristol-Myers Squibb. Dr. Heeke reports receiving speakers’ bureau honoraria from Qiagen and consulting fees from Boehringer Ingelheim. Dr. Barritault reports receiving grants from Roche Diagnostic France and support for attending meetings from AstraZeneca. Dr. Merlio reports receiving support for attending meetings from AstraZeneca and Roche. Dr. Sabourin reports receiving speakers’ bureau honoraria from Bristol-Myers Squibb, Amgen, Merck Serono, Merck Sharp & Dohme, Boehringer Ingelheim, AstraZeneca, Pfizer, Pierre Fabre, Bayer, Sanofi, Servier, Astellas, Incyte, and Roche. Dr. Mazieres reports receiving speakers’ bureau honoraria from Roche, AstraZeneca, Pierre Fabre, Takeda, Bristol-Myers Squibb, Merck Sharp & Dohme, Jiangsu Hengrui, Blueprint, Daiichi, Novartis, and Amgen and grants from Roche, AstraZeneca, Pierre Fabre, and Bristol-Myers Squibb. Dr. Benzaquen reports receiving speakers’ bureau honoraria from AstraZeneca. Dr. Ilié reports receiving consulting fees from MilliporeSigma and honoraria for presentations from Merck Sharp & Dohme, Bristol-Myers Squibb, and AstraZeneca, outside of the submitted work. Dr. P. Hofman reports receiving commercial research grant from Thermo Fisher Scientific and Biocartis, and speakers’ bureau honoraria from AstraZeneca, Roche, Novartis, Bristol-Myers Squibb, Pfizer, Bayer, Illumina, Biocartis, Thermo Fisher Scientific, AbbVie, Amgen, Janssen, Eli Lilly, Daiichi Sankyo, Pierre Fabre, and Guardant. The remaining authors declare no conflict of interest.
Cite this article as: Hofman V, Heeke S, Bontoux C, et al. Ultrafast gene fusion assessment for nonsquamous NSCLC. JTO Clin Res Rep. 2023;4:100457.
Copyright
© 2022 Published by Elsevier Inc. on behalf of the International Association for the Study of Lung Cancer.