Abstract
Amplification of the mesenchymal epithelial transition (MET) gene is a mechanism of acquired resistance to epidermal growth factor receptor (EGFR)-tyrosine-kinase-inhibitors (TKIs) in over 20% of patients with advanced EGFR-mutated (EGFRm+) non-small lung cancer (NSCLC). However, it may also occur de novo in 2–8% of EGFRm+ NSCLC cases as a potential mechanism of intrinsic resistance. These patients represent a group with unmet needs, since there is no standard therapy currently approved. Several new MET inhibitors are being investigated in clinical trials, but the results are awaited. Meanwhile, as an alternative strategy, combinations of EGFR-TKIs with the MET/ALK/ROS1-TKI Crizotinib may be used in this setting, despite this use is principally off-label. Thus, we studied five of these MET amplified cases receiving EGFR-TKI and Crizotinib doublet after progression on EGFR-TKI treatment to assess the benefits and challenges related to this combination and the possible occurrence of genomic and phenotypic co-alterations. Furthermore, we compared our cases with other real-world reports on Crizotinib/EGFR-TKI combinations, which appeared effective, especially in patients with high-level MET amplification. Yet, we observed that the co-occurrence of other genomic and phenotypical alterations may affect the response to combined EGFR-TKI and Crizotinib. Finally, given the heterogeneity of MET amplification, the diagnostic methods for assessing it may be discrepant. In this respect, we observed that for optimal detection, immunohistochemistry, fluorescence in situ hybridization, and next-generation sequencing should be used together, as these methods possess different sensitivities and complement each other in characterizing MET amplification. Additionally, we addressed the issue of managing EGFR-mutated NSCLC patients with de novo MET amplification causing primary EGFR-TKI resistance. We conclude that, while data from clinical trials with new MET inhibitors are still pending, adding Crizotinib to EGFR-TKI in NSCLC patients acquiring MET amplification at progression on EGFR-TKI monotherapy is a reasonable approach, with a progression-free survival of 3–19 months.
Keywords: EGFR-mutated NSCLC, EGFR-TKI, acquired MET amplification, de novo MET amplification, Crizotinib, combined targeted therapy
1. Introduction
For patients with EGFR-mutated (EGFRm+) NSCLC treated with EGFR-TKIs, there is no specific recommendation at the time of progression. Several clinical practices, including chemotherapy alone or in combination with an angiogenesis inhibitor (Bevacizumab) and single-agent immunotherapy or in combination with chemotherapy, result in a low objective response rate (ORR) and a short progression-free survival (PFS) [1,2,3,4]. Therefore, a better understanding of the reasons for treatment failure using the detection mechanism of acquired and/or intrinsic resistance in tumor rebiopsies and/or circulating free DNA (cfDNA) is crucial for defining further therapeutic options in terms of precision medicine [5].
In EGFRm+ NSCLC, MET signaling deregulation due to MET gene amplification is the most frequent off-target mechanism of acquired resistance during first-line treatment with Osimertinib. It occurs with a frequency ranging between 7% and 20% of cases in different studies with various numbers of investigated patients, types of specimens, and utilized methods for MET amplification detection [6,7,8,9]. However, in a recent study, six out of nine (66%) patients receiving first-line Osimertinib were reported to develop subclonal and heterogeneous MET amplification during treatment [10], which might suggest that the frequency of acquired MET amplification during first-line Osimertinib treatment is even higher than otherwise reported. In any case, comparable frequencies of acquired MET amplification have been observed after treatment with first- and second-generation EGFR-TKIs and during second- or next-line treatment with Osimertinib [7,8,9]. There are currently several promising MET-TKIs, bispecific antibodies targeting EGFR and MET, and MET-targeting antibody-drug conjugates (ADCs) being investigated in clinical trials for NSCLC patients with MET-deregulation [11,12]. Two MET-specific TKIs, Capmatinib and Tepotinib, are already FDA and EMA approved for NSCLC patients with MET exon 14 skipping mutations (METex14) [11,12], but not for MET amplification. The FDA, on the basis of results from the PROFILE 1001 trial, has also granted Crizotinib, a type 1a MET-TKI, which also inhibits the ROS1 and ALK kinases, a breakthrough therapy designation for the treatment of patients with metastatic NSCLC with METex14 alterations progressing after platinum-based chemotherapy [13].
Initial phase II trials showed an objective response rate (ORR) of MET-amplified NSCLC to Crizotinib of approximately 30% and limited median PFS (max 5 months) and overall survival (OS) (max 7.7 months) [14,15]. Yet new data show that Crizotinib-treated NSCLC patients with wildtype (wt) EGFR and high-level MET amplification may achieve a median OS of >11 months and that Crizotinib is more effective than chemotherapy or immunotherapy as first-line therapy in this setting [16,17]. In this regard, Crizotinib exhibited more efficacy in NSCLC patients with wt EGFR and METex14 with a median OS of 22.8 months than in those with MET amplification (median OS 5.4 months) [18]. MET amplification as a driver can also be found in patients with squamous or sarcomatoid phenotypes of NSCLC, in whom response to Crizotinib may be poorer [19,20]. Furthermore, results from a small retrospective study showed activity of Crizotinib as monotherapy in MET amplified patients progressing on first-line platin-based chemotherapy [21].
Given the availability of the above-mentioned anti-MET drugs and their proven effect in preclinical models and phase I–II trials, MET amplification as a mechanism of resistance to EGFR-TKIs is clinically actionable in a combination approach attempting concomitant inhibition of EGFR and MET signaling [7,11,12,22,23,24,25]. However, until now, none of the available anti-MET drugs have been approved in this setting [26]. Preclinical data from EGFR T790M-negative cell lines with acquired Osimertinib resistance due to MET amplification indicated that Osimertinib combined with Crizotinib or other investigational MET-TKIs may circumvent resistance to EGFR-TKIs in vivo and in vitro [27]. Despite that newer MET-TKIs such as Capmatinib, Savolitinib, Tepotinib, and Cabozantinib have been investigated in EGFRm+ NSCLC patients with acquired MET amplification [22,28,29,30], Crizotinib remains the most available therapeutic option for these patients.
We present five different cases of EGFRm+ NSCLC patients with acquired MET amplification as a resistance mechanism at the first, second, or later progression on EGFR-TKIs, who were treated by combining these drugs with Crizotinib. The cases also serve to illustrate that because of tumor heterogeneity, only certain tumor clones may harbor MET amplification in NSCLC, thereby making their detection challenging in small tumor biopsies [11,31,32]. Comparing our observations with the relatively limited number of reported real-world cases, we discuss the clinical impact of MET amplification in the context of different co-existing genomic alterations, challenging diagnostic methods, and efficacy of combined treatment with EGFR-TKIs and Crizotinib.
2. Results
Five real-world cases are presented, reflecting the heterogeneous configuration of EGFRm+ NSCLC acquiring MET amplification during EGFR-TKI treatment. In all these cases a combination of EGFR-TKI and Crizotinib was administered in different treatment lines and with variable outcomes. Furthermore, these cases illustrate the challenges in the diagnostics of MET amplification (including discrepancies between IHC or FISH and NGS).
2.1. Case 1: Metastatic NSCLC with EGFR ex19del and Acquired MET Amplification: Short-Term Complete Response (CR) by Combining Crizotinib with Osimertinib
A 53-year-old, North-African male, never-smoker, with a performance status of (PS) 1, was diagnosed by tissue biopsy with T4N2M1a lung adenocarcinoma (LAC) (Figure 1a) harboring EGFR ex19del (p.E746_A750del). This variant was also detected in baseline plasma cfDNA, with a variant allele frequency (VAF) of 0.33%. The patient achieved a complete objective response (OR), as evaluated by positron-emission tomography (PET)/computed tomography (CT) (Figure 1b), and showed disappearance of the EGFR ex19del in plasma during first-line Osimertinib treatment. However, he progressed after 9 months with a re-occurrence of EGFR ex19del in cfDNA (VAF 0.29%), and 18F-Fluoro-deoxy-glucose (FDG)-PET/CT revealed progressing lesions in the right pleura and pancreas (Figure 1c). Rebiopsy from the right pleura showed multiple potential resistance mechanisms. IHC was “MET-positive” showing overexpression (3+) of MET receptor in 70% of tumor cells, whereas FISH analysis revealed clones of tumor cells with MET amplification (53% of tumor cells with ≥5 MET copies, average MET-GCN/cell of 8.2, and 10% of tumor cells with gene clusters of >15 copies). NGS analysis detected, in addition to the founder EGFR ex19del, mutations of TP53 (p.Q331*), FGFR2 (p.R201L), and SMAD4 (p.L540R) together with JAK3 amplification (7 copies). However, MET amplification was not captured by NGS, possibly reflecting the above-mentioned clonal heterogeneity of MET amplification.
The patient started a standard dose of Crizotinib (250 mg BD) and continued Osimertinib 80 mg QD. The treatment was feasible, and only manageable diarrhea grade 1–2 was observed.
The patient was treated for 5 months, achieving complete clinical and radiographic response, despite the significant genomic co-alterations. However, a cfDNA control sample showed persistent EGFR ex19del with a VAF increasing to 3.68%, a finding that can predict worse survival and impending progression [33]. Accordingly, the patient was offered to escalate the dose of Osimertinib (80 mg BD) while continuing Crizotinib, but that was feasible for only two months due to toxicity (grade 3 diarrhea), which necessitated resuming the initial Osimertinib dose. The liquid biopsies taken every second month continuously revealed the persistence of the EGFR ex19del in the cfDNA. Next FDG-PET/CT performed nine months after combination treatment showed intrathoracic progression (Figure 1d), but the patient was asymptomatic and continued the treatment beyond progression during the following three months, after which further intrathoracic progression was observed. Examination of the malignant pleural effusion showed the previous mutational profile, i.e., EGFR ex19del, MET amplification (76% of tumor cells with >6 copies, average MET-GCN/cell of 10.3, >10% with MET gene clusters), JAK3 amplification, and TP53, FGFR2, and SMAD4 mutation. All these co-alterations could represent mechanisms of resistance to the Osimertinib–Crizotinib combination, yet they were not obvious druggable targets. Thus, Crizotinib was discontinued after 12 months, and the patient began chemotherapy with Carboplatin and Pemetrexed, while continuing Osimertinib. After four cycles, clinical and radiographic regression was observed, but the newly sampled cfDNA displayed persistence of EGFR ex19del at a low VAF (0.28%). The patient continued maintenance Pemetrexed together with Osimertinib; however, further progression of the T-site and remaining circulating EGFR ex19del (AF 0.18%) were observed after two months. Due to increasing dyspnea, the patient received palliative radiation against the progressing lung tumor (3 Gy × 10 fr) and, given the persistent and increasing circulating EGFR ex19del (VAF 1.7%), he continued Osimertinib. The patient’s condition deteriorated quickly, and he died after having reached an OS of 34 months. A schematic time course of this case is shown in Figure 2.
2.2. Case 2: Transient Efficacy of Crizotinib for Acquired MET Dysregulations Accompanied by Squamous Cell Transformation
A 70-year-old, Vietnamese, male, smoker with 13 pack-years (py), in PS 1, was diagnosed with T3N2M1c NSCLC, adenocarcinoma type, harboring EGFR ex19del (p.E746_T751delinsVA). The patient’s NSCLC progressed after six months of successful treatment with Osimertinib. Analysis of plasma cfDNA did not display any variants among the investigated genes. Rebiopsy from progressive metastasis in the left lower lung lobe showed histology and immune profile of squamous cell carcinoma (SCC) (Figure 3), which suggested that the original NSCLC might have been adeno-squamous and now the squamous component was predominant in this metastasis or that the LAC had transformed to SCC as a phenotypic mechanism of TKI resistance [6,34].
We identified additional potential mechanisms of acquired Osimertinib resistance in the tumor rebiopsy, such as the MET p.H1112Y variant, MET receptor upregulation (MET-IHC 3+ in 70% and 2+ in 30% of tumor cells), and low-level MET amplification (61% of tumor cells with ≥4 MET copies by FISH analysis) as well as TP53 mutation (p.K320*). No MET amplification was observed in the NGS analysis. The patient was initiated on Crizotinib 250 mg BD, while continuing Osimertinib 80 mg QD. Significant clinical improvement was quickly obtained, and no adverse events were observed. After four months of this combination treatment, growth of a pericardial and a left adrenal metastasis was observed, while other lesions were stable. A second rebiopsy from the left adrenal gland displayed the original founder EGFR ex19del and the TP53 mutation (p.K320*) as well as three acquired potential mechanisms of TKI-resistance mechanisms: mutation of the NF2 tumor-suppressor gene (p.S87*) and high-level amplification of EGFR and MET genes (both >10 copies by NGS and 100% of tumor cells with MET gene “clusters” of >15 copies as assessed by FISH and resulting in MET-IHC 3+ in 100% of tumor cells). Therefore, the patient received four cycles of chemotherapy with Carboplatin/Vinorelbine, while continuing Crizotinib and Osimertinib. Radiographic evaluation showed a partial response (PR); however, due to cumulative toxicity of the two TKIs, the patient continued the treatment with only Osimertinib. After two months, two symptomatic progressive sites (bone and left adrenal gland) were observed, and local radiation therapy was administered with a good palliative effect, while Osimertinib was continued beyond progression, reaching an OS of 22 months. Yet, the original EGFR ex19delins together with new mutations in KRAS (p.G13D) and TP53 (p.R273H) were detected in the last cfDNA alongside further deterioration of the patient’s condition. A schematic time course of this case is shown in Figure 4.
2.3. Case 3: Crizotinib Rescues the Third Progression on Osimertinib Associated with Complex Resistance Mechanisms
The patient was an 80-year-old female, smoker (53 py), with reduced lung capacity due to chronic obstructive pulmonary disease, and a previous history of breast cancer (right side mastectomy, postoperative radiation therapy, and one-year treatment with Anastrozole discontinued due to side effects three years before NSCLC diagnosis). She had a PS of 2 and was diagnosed with T3bN1M0 LAC harboring EGFR p.L858R and TP53 p.C277F co-mutations. The patient progressed after two months on first-line Osimertinib. Since tissue rebiopsy was unfeasible, plasma cfDNA was analyzed and exhibited no EGFR or TP53 mutations but the presence of a KRAS mutation (p.G12R; VAF 0.31%). The patient was unfit for platin-based doublet chemotherapy but was offered Pemetrexed, continuing Osimertinib in standard doses. After three cycles, we observed radiographic tumor regression and disappearance of the KRAS variant from the corresponding cfDNA. However, the treatment was temporarily paused because of toxicity. During the treatment break, cfDNA analysis unveiled the reappearance of the original EGFR p.L858R (VAF 0.11%) together with the TP53 p.C277F (VAF 0.20%) and KRAS p.G12R (VAF 0.10%) mutations. The patient was re-challenged with Osimertinib and Pemetrexed in reduced doses. Unfortunately, radiographic progression occurred three months later. Despite the absence of circulating EGFR/KRAS/TP53 mutations, new cfDNA analysis detected the acquired pathogenic gain-of-function ALK p.R1275Q mutation (VAF 0.15%) in the ALK-TK domain. This variant is characteristic of neuroblastomas and supposed to be Crizotinib resistant in both neuroblastomas and NSCLC [35,36,37,38]. We assumed that it may also cause Osimertinib resistance and be sensitive to second-generation ALK-TKIs. Thus, the ALK-TKI, Alectinib, was initiated while continuing Osimertinib, both drugs in reduced dose due to the patient’s fragile status. This treatment was well tolerated with no adverse events and with improved quality of life. Three consecutive CT scans of chest/abdomen performed during the following nine months showed stable disease, while no pathogenic variants were detected in plasma cfDNA. Thus, a liquid biopsy-guided approach at progression in elderly patients with reduced PS and reduced tolerability for tumor rebiopsies may offer feasible and effective therapy guidance, as in this case where it disclosed the option of combining ALK- and EGFR-TKI. An effective combination of Osimertinib and Alectinib has been reported in single cases of disseminated EGFRm+ NSCLC becoming resistant to Osimertinib through acquired ALK fusions.
However, to our knowledge, this case is the first to show a durable response to combined Osimertinib–Alectinib treatment when the progression is associated with acquired mutation rather than fusion of ALK, indicating that the ALK p.R1275Q variant may represent a mechanism of Osimertinib resistance that may be effectively counteracted by Alectinib [39]. Nonetheless, after nine months of PFS, the longest during the entire treatment course, the next progression occurred (Figure 5a). This time a tissue rebiopsy from metastasis in axillar lymph nodes was feasible and revealed acquired MET amplification (average MET-GCN/cell = 8.3, as assessed by FISH) and overexpression (MET-IHC 3+ in 60% and 2+ in 40% of tumor cells) together with high-level amplification of three other genes (detected by NGS): PDGFR-A (26 copies) on chromosome 4, MYC (26 copies) on chromosome 8, and CDK4 (25 copies) on chromosome 12. Furthermore, a new mutation in the tumor suppressor and DNA repair gene FANCA (p.Y998*) was observed, together with both the original EGFR p.L858R and TP53 p.C277F co-mutations. Corresponding analysis of cfDNA also identified the EGFR p.L858R (VAF 4.1%) and TP53 p.C277F (VAF 6.8%) variants, but not the ALK p.R1275Q variant. The latter was not detected in the rebiopsy either. Thus, the patient discontinued Alectinib and initiated Crizotinib 250 mg QD (due to her fragile status) while continuing Osimertinib 40 mg QD. The first evaluation after three months revealed improvement in symptoms, and CT scan showed reduction of the axillary lymph nodal conglomerate and primary tumor response (Figure 5b). The patient continued this combination treatment for three months displaying further regression without experiencing adverse events (Figure 5c).
Thereafter, new NGS analysis of plasma cfDNA showed reappearance of the circulating KRAS p.G12R variant (VAF 0.31%), and the patient progressed intracranially with three brain metastases, which were subsequently treated with stereotactic radiosurgery (SRS). The patient received the fifth line combination treatment for 11 months, after which her condition deteriorated rapidly, and she died shortly thereafter, reaching an OS of 34 months. A schematic time course of this case is shown in Figure 6.
2.4. Case 4: Durable Response of Metastatic EGFRm+ NSCLC to Fourth Line Gefitinib Rechallenge Combined with Crizotinib Because of Acquired High-Level MET Amplification
An 80-year-old male, in PS 2, former light smoker (2 py), with significant comorbidities (hypertension, diabetes type 2, hypercholesterolemia, and previous apoplexy without sequels), was diagnosed in 2016 with right malignant pleural effusion containing metastatic LAC cells with EGFR p.L858R mutation. Following initial Gefitinib (250 mg QD) in first-line treatment (36 months) and Afatinib (20 mg QD) in second-line treatment (five months), supplemented along with palliative radiation therapy against solitary thoracic lesions, the patient received third-line Osimertinib (80 mg QD) and progressed after four months. Rebiopsy from the relapsed tumor in the right pulmonary upper lobe showed an acquired TP53 mutation (p.L265P) and high-level MET amplification (average MET-GCN/cell = 9.9 and 15% of tumor cells with MET clusters; Figure 7) as well as MET protein upregulation (3+ in 30% and 2+ in 70% of tumor cells) detected by FISH and IHC, respectively, while NGS did not detect the MET amplification.
Inclusion of the patient in the SAVANNAH trial with the MET-TKI Savolitinib was considered, but the patient declined this possibility. Thus, he was treated with immunotherapy (three cycles of Atezolizumab stretched over four months), resulting in further progression. The combination of EGFR- and MET-TKI was reconsidered. As the patient had experienced gastrointestinal toxicity with Osimertinib, Gefitinib rechallenge together with Crizotinib was initiated. The patient responded for 18 months with an excellent quality of life and no evident adverse events. Thereafter, new progression occurred, and a new rebiopsy from a metastatic lesion in the chest wall revealed, in addition to the founder EGFR p.L858R and the previously identified TP53 p.L265P variants, loss of MET amplification and a newly acquired EGFR p.T790M mutation, as well as PMS2 amplification (five copies). Based on these findings, Gefitinib and Crizotinib were discontinued and a re-challenge with Osimertinib in reduced dose of 40 mg QD was initiated. However, the patient’s PS quickly deteriorated, and he deceased after four months. The patient reached an OS of 71 months. A schematic time course of this case is shown in Figure 8.
2.5. Case 5: Efficacy of Crizotinib-Osimertinib in EGFRm+ NSCLC Patient Acquiring High-Level MET Amplification after 26 Months of Treatment with Osimertinib
A 75-year-old female, smoker (20 py), in a PS of 2, with well-treated hypertension, was diagnosed with LAC in the right lung’s lower lobe with multiple brain and bone metastases and EGFR ex19del (p.E746_A750del) and TP53 (c.673-2A>G, p. potentially affecting the 5’ end splice site of exon 7) co-mutations. A baseline liquid biopsy (plasma cfDNA) showed shedding of the EGFR ex19del. The patient was neurologically stable on steroids (Prednisolone 12.5 mg QD) and no additional radiation therapy was needed. She initiated first-line Osimertinib (80 mg QD), and first assessment following three months of treatment showed subtotal regression of cerebral metastases and extracranial PR together with disappearance of the EGFR ex19del from the cfDNA. After 18 months of remission, an isolated progression of the T-site was observed, and the patient received palliative local radiation therapy (3 Gy × 10 fractions) while continuing Osimertinib. At the 24-month assessment, growth of a single brain metastasis was observed, and the patient received supplementary SRS radiotherapy (18 Gy × 1 fraction). At the 26-month assessment, oligoprogression was detected intrathoracically (Figure 9a). cfDNA analysis showed the reappearance of the EGFR ex19del (VAF 7.82%). The patient continued Osimertinib beyond progression. Rebiopsy from new metastases in thoracic lymph nodal stations 7 and 11R revealed acquired MET overexpression (MET-IHC with 3+ in 80% and 2+ in 20% of tumor cells) associated with high-level MET amplification identified by FISH (average MET-GCN/cell = 8.04, 77% of tumor cells with ≥6 copies, 15% of tumor cells with clusters), whereas only 5 MET gene copies were detected by NGS. This was accompanied by co-amplification of the BRAF (five copies), SMO (five copies), and PMS2 (five copies) genes on chromosome 7 (like the MET gene), as well as amplification of the CCNE1 gene (seven copies) on chromosome 19. Furthermore, the original TP53 mutation was also found, whereas neither phenotypical transformation nor druggable fusions were detected. The patient initiated Crizotinib (250 mg QD) while continuing Osimertinib (40 mg QD), and after three months of this combination treatment, FDG-PET/CT revealed PR (Figure 9b). The treatment was continued without adverse events and with excellent quality of life for a further eight months, after which the patient’s condition deteriorated. The treatment was discontinued due to PS 3, and the patient continued palliative care without further antineoplastic treatment. The patient had hitherto reached an OS of 37 months. A schematic time course of this case is shown in Figure 10.
3. Discussion
Despite the advances of the last decade in the treatment of metastatic EGFRm+ NSCLC, the 5-year survival remains low and achievable only for ~24% of patients, with a median OS of 36.8 months [40]. MET amplification is the most frequent off-target mechanism of acquired resistance to Osimertinib, an EGFR-TKI widely preferred in first-line settings [9,41,42]. Moreover, there is increasing evidence that progression on EGFR-TKI driven by acquired MET dysregulation may be further druggable [11,12,43]. This approach requires defining the MET gene status in tumor rebiopsies from progressive lesions by thoroughly assessing the possible occurrence of its amplification or mutation as well as the overexpression of the MET receptor protein, since these dysregulations may occur as concurrent subclonal events or in a temporal sequence. Each of these dysregulations—and the extent of their changes—may influence the response to MET targeted therapy. Furthermore, the complexity of acquired resistance to EGFR-TKIs, as also illustrated in the presented cases, with the co-occurrence of different molecular and phenotypical changes, makes it difficult to find a treatment capable of counteracting multiple simultaneous resistance mechanisms. Nevertheless, MET amplification is now well proven to function as an oncogenic driver with the ability to significantly impair the response to EGFR-TKIs by causing persistent reactivation of the RAS-RAF-MAPK, PI3K-AKT, and STAT signaling pathways downstream of EGFR [11,12,44]. Thus, targeting both receptors by adding a MET-TKI to EGFR-TKIs is necessary to suppress growth of EGFRm+ NSCLCs with co-amplification of the MET gene [11,12,44].
However, preliminary results from cell lines suggest that some rare cases of EGFRm+ tumors with acquired MET amplification may develop dependence on MET activation alone as a result of an entire switch of oncogenic addiction. In such a subset of tumors, a single-agent MET-TKI, rather than the currently recognized treatment regimen of EGFR-TKIs combined with MET-TKIs, might be sufficient to control the growth [45].
Notably, MET amplification is also one of the most frequent off-target mechanisms of acquired resistance to inhibitors of the ALK, ROS1, RET and TRK kinases as well as the KRAS GTPase, thus justifying the usage of combinations with MET-TKIs also in these settings [11,44].
In a small group of Asian NSCLC patients (n = 14) with acquired MET amplification after EGFR-TKI therapy, Crizotinib both in monotherapy and in combination with an EGFR-TKI provided promising outcomes with median PFS (mPFS) of 6.0 and 12.6 months, respectively [46]. Yet, response to monotherapy with Crizotinib may be more heterogenous, as suggested by another study comprising eight EGFRm+ NSCLC patients, who acquired MET amplification during EGFR-TKI treatment and exhibited mPFS of only 1.4 months [31]. A similar transient response was also observed in another case treated initially with Crizotinib followed by a brief period with Crizotinib in combination with Osimertinib [47]. In a larger group of 70 patients with acquired MET amplification after EGFR-TKI therapy, inhibition of both EGFR and MET seemed to be a more effective therapeutic strategy [48]. In that study, patients who received EGFR-TKI + Crizotinib experienced significantly longer PFS than those who received Crizotinib alone or chemotherapy (5.0 vs. 2.3 vs. 2.9 months, p = 0.010), however without OS being significantly different (10.0 vs. 4.1 vs. 8.5 months, p = 0.088). Another report provided clinical evidence for the efficacy of a combination regimen with either first- or third-generation EGFR-TKI together with Crizotinib after the emergence of MET amplification-mediated resistance to EGFR-TKIs [49]. One of the longest reported PFS for dual treatment with second-line Osimertinib and Crizotinib for acquired MET amplification was 19 months [50]. However, even in heavily pre-treated patients, the combination of EGFR-TKI and Crizotinib given as a sixth- and fifth-line treatment provided a clinical and radiographic response of about six and four months, respectively [51,52]. Combining Osimertinib and Crizotinib along with local ablative therapy due to oligoprogressive disease was also reported as a feasible treatment showing a PFS of approximately nine months [53]. Single cases of EGFRm+ NSCLC with acquired MET amplification detected by liquid biopsy of plasma cfDNA and treated with combined Osimertinib–Crizotinib have been reported with a PFS between three and four months [30,54].
In another case of acquired MET amplification detected by analysis of plasma cfDNA, the response to the combination of Crizotinib and Erlotinib was reportedly nine weeks due to rapid emergence of other resistance mechanisms [55]. Finally, a limited response of Afatinib combined with Crizotinib for acquired low-level MET amplification was also reported in a NSCLC patient harboring two synchronous uncommon EGFR mutations (exon 18 p.G719S and exon 19 p.L747S) and exhibiting sarcoma-like (spindle and/or giant cell) features [56].
As displayed in Table 1, targeting acquired MET dysregulation has been reported to have a longer effect on PFS when using the combination of EGFR-TKI + Crizotinib, rather than Crizotinib alone or chemotherapy, as the next line treatment upon progression on EGFR-TKIs. This may be explained by the fact that EGFRm+ NSCLCs progressing on first-line EGFR-TKI therapy usually remain dependent on EGFR-signaling, so that combining MET inhibition with continued EGFR-TKI treatment is more likely to be more effective than switching from EGFR to MET inhibition alone [43,57].
Table 1.
The Preceding Treatment |
Detection Methods |
Number of Patients |
Treatment for Acquired MET Amplification |
PFS Months |
Multiple Genomic/ Phenotypical Co-Alterations in Rebiopsy (Yes/No) * |
References | |
---|---|---|---|---|---|---|---|
1 | Osimertinib (9 months) | NGS, IHC, and FISH (all cases) | 1 (case 1) | Crizotinib + Osimertinib | 9 | Yes | current article |
Osimertinib (6 months) | 1 (case 2) | Crizotinib + Osimertinib | 6 | Yes | |||
Osimertinib + Alectinib (9 months) | 1 (case 3) | Crizotinib + Osimertinib | 9 | Yes | |||
Atezolizumab (4 months) | 1 (case 4) | Crizotinib + Gefitinib | 18 | No | |||
Osimertinib (26 months) | 1 (case 5) | Crizotinib + Osimertinib | 11 | Yes | |||
2 | 1st gen. EGFR-TKI | FISH | 14 | Crizotinib (8) | 6.0 | No | [46] |
Crizotinib + EGFR-TKI (6) | 12.6 | ||||||
3 | 1st/2nd gen. EGFR-TKI as first line (8) chemotherapy (6) as second line | NGS FISH | 8 |
Crizotinib (2) Crizotinib + EGFR-TKI (6) |
1.4 | Yes | [31] |
4 | 3rd gen EGFR-TKI | FISH | 1 | Crizotinib alone | 1.5 | Yes | [47] |
5 | 1st gen. EGFR-TKI (40) 2nd gen. EGFR-TKI (3) 3rd gen. EGFR-TKI (26) 1st gen. EGFR-TKI after 2. line chemotherapy (1) |
NGS FISH | 67 |
Crizotinib (10) Crizotinib + EGFR-TKI (35) Chemotherapy (22) |
2.3 5.0 2.9 | Yes | [48] |
6 | 1st gen. EGFR-TKI (4) 2nd gen. EGFR-TKI (7) |
NGS | 11 | 1st/2nd gen. EGFR-TKI + Crizotinib (6) 3rd gen. EGFR-TKI + Crizotinib (5) |
5.8 | Yes | [49] |
7 | 1st gen. EGFR-TKI Pemetrexed 3rd gen. EGFR-TKI |
NGS FISH | 1 | Crizotinib + Osimertinib | 19 | No | [14] |
8 | Osimertinib rechallenge | NGS FISH | 1 | Crizotinib + Osimertinib | 6 | No | [15] |
9 | Chemotherapy | NGS FISH | 1 | Crizotinib + Erlotinib | 4 | Yes | [16] |
10 | Erlotinib Local ablative therapy | NGS FISH | 1 | Crizotinib + Osimertinib + local ablative therapy | 9 | Yes | [17] |
11 | Chemotherapy | cfDNA | 1 | Crizotinib + Osimertinib | 4 | Yes | [18] |
12 | Gefitinib | cfDNA | 1 | Crizotinib + Osimertinib | 3 | Yes | [19] |
13 | Erlotinib | cfDNA | 1 | Crizotinib + Erlotinib | 2 | Yes | [55] |
14 | EGFR-TKIs | NGS, IHC and FISH | 1 | Crizotinib + Osimertinib | 11 | Yes | [22] |
15 | Afatinib | NGS | 1 | Crizotinib + Afatinib | 4 | Yes | [56] |
As presented in our cases, we recommend performing tumor rebiopsies in patients progressing on EGFR-TKIs, if feasible, to enable the next treatment based on a biomarker-matched approach. Indeed, recently published data support this approach by showing improved survival of EGFRm+ NSCLC patients progressing on first-line Osimertinib, when their second-line treatment was adjusted based on identified mechanisms of resistance at progression using tissue-based genomic analysis [58].
In all our five cases, tumor rebiopsies were taken at progression and tested for MET overexpression by IHC and for MET amplification by FISH and NGS, as previously described [32,59], since this is the procedure we also use in routine diagnostics. The rationale behind this approach is the fact that in most NSCLC cases with MET amplification this gene alteration results in overexpression, auto-aggregation, and ligand-independent activation of the MET receptor protein [20,32,44]. Thus, IHC-assessed MET expression may be used to screen for MET amplification, which subsequently needs to be verified by FISH/NGS. It may also be utilized to verify that in tumor cells with MET amplification, the encoded MET protein is overexpressed, as this is ultimately the target for MET-TKI treatment. Conversely, IHC-detected MET overexpression does not necessarily mean that the MET gene is amplified [20,32,57]. Indeed, there can be discrepancies between the results of MET overexpression obtained by MET-IHC and MET amplification assessed by FISH or by NGS. Moreover, there is no complete concordance between MET amplification detected by FISH and by NGS [22,43,44,57]. In addition to MET gene amplification or mutation, MET overexpression in NSCLC and other cancer types may also be caused by transcriptional/post-transcriptional/post-translational mechanisms [12,32,57,59,60,61]. Consequently, the incidence of MET overexpression in NSCLC, reportedly occurring in 15% to 75% of cases, is higher than that of MET amplification [6,11,12,60,61,62].
It is unclear whether cases of EGFRm+ NSCLC with IHC-assessed MET overexpression not linked to MET amplification or mutation are resistant to EGFR-TKIs. In this situation, MET upregulation is not an optimal predictor of response to MET-TKIs either, as these drugs appear less effective in NSCLC patients with MET overexpression in the absence of MET mutation or amplification [43,57]. One possible explanation is that IHC-determined MET expression in NSCLC does not necessarily reflect activation of MET signaling and tumor MET dependence [57]. Thus, evaluation of MET status by IHC alone remains a heterogeneous and debated predictor of response to TKIs, especially MET-TKIs [63]. This might also be due to the lack of standardized methods for performing MET-IHC in clinical studies, including the usage of different commercial antibodies against different MET epitopes and with variable sensitivity/specificity, as well as different scoring methods for evaluating MET expression levels [11,57,62,64]. In this respect, the automatized IHC procedure with the SP44 anti-MET antibody (by Ventana Medical Systems, Inc., Roche Diagnostics A/S, Hvidovre, Denmark) that we used for our five reported cases is the one routinely used for predictive diagnostics in most pathology departments and in most clinical trials employing MET-TKIs for EGFRm+ NSCLC patients with acquired MET amplification/overexpression [22,62].
Even though IHC-assessed MET overexpression may be utilized as a surrogate marker to screen for MET amplification, clinical studies have not entirely clarified the concordance between MET overexpression and MET mutation/amplification as predictive biomarkers and indicators of NSCLC dependence on MET signaling [57,58,60,64,65]. Because of that, the direct assessment of increased MET-GCN/MET amplification alone or combined with IHC-assessed MET overexpression is currently preferred for predicting responses to TKIs and rating MET addiction of tumors [43,57].
Nonetheless, IHC showed MET overexpression correlating with FISH-detected MET amplification in all our five cases. Moreover, strong concordance and comparable ORR were observed between MET-IHC positivity and MET-FISH positivity in the TATTON trial combining Osimertinib with Savolitinib for treating EGFRm+ patients with acquired MET amplification/overexpression [22]. These results support the continued use of IHC as a screening method that can complement FISH (and NGS) in selecting patients for combined treatment with Osimertinib and a MET-TKI.
In any case, in keeping with our current data, FISH, despite being relatively laborious and observer-dependent [62], remains the most reliable method for detecting MET amplification in clinical NSCLC tissue samples with high sensitivity, minimal false negative rate, and the possibility of distinguishing MET-GCNG due to focal amplification of the MET genomic region on chromosome 7 from GCNG due to polysomy. Thereby, FISH-determined MET amplification remains the optimal biomarker to identify suitable candidates for MET-TKI therapy [62,63,64].
In comparison, amplification identified by NGS does not seem as robust as a predictive biomarker [66]. The reasons for that may be: (1) the high rate of false negatives by targeted NGS techniques in identifying MET-GCNG due to duplication of the whole chromosome 7 or parts of it larger than the MET region; (2) the subclonal nature of MET-amplified tumor cells in NSCLC, which can be captured by direct morphological assessment using FISH but may be “diluted” by DNA of other cells. Consequently, the subclonal MET amplification may be below the detection level in the bulky genomic DNA analyzed by NGS, which does not allow any morphological correlation [62,67]. Similar difficulties can be encountered using quantitative polymerase chain reaction (qPCR) or quantitative real-time-PCR (qRT-PCR) as methods to detect MET amplification in clinical settings [54,64]. Accordingly, the detection of MET amplification and its various levels by NGS (or qRT-PCR) analysis on cfDNA may be particularly challenging and result in a high rate of false negatives, as it is dependent on the level of obtained ctDNA [22]. In this respect, digital-droplet (dd)PCR has been proposed as an alternative, very sensitive method to detect MET-GCNG in both tissues and peripheral blood samples, which could be worth future clinical consideration, not least for cases where FISH is not applicable, given the very high concordance with FISH in detecting MET amplification [54,68,69,70].
In our cases 1, 3, and 4, NGS failed to detect the acquired MET amplification, which was, however, identified by FISH. Moreover, in case 2 NGS did not detect the low-level MET amplification revealed by FISH at first progression on Osimertinib (it did detect, though, the high-level MET amplification at progression on combined Osimertinib and Crizotinib treatment in this patient), whereas in case 5, NGS detected a MET-GCNG of 5 instead of the MET-GCN >8 uncovered by FISH. Our data are therefore consistent with other real-world studies showing that NGS can identify cases with high-level MET amplification (samples with GCN ≥10) and those that are also FISH-negative, but is not reliable for assessing the various levels of MET amplification, nor for distinguishing MET-GCNG due to true gene amplification from that caused by polysomy [44,62,67]. Our data also support the recent results by Hartmaier et al. in the TATTON trial with Osimertinib and Savolitinib to overcome MET-mediated resistance to EGFR-TKIs, which showed significantly higher concordance between IHC and FISH in detecting MET amplification than between NGS and FISH [22]. Furthermore, the levels of MET amplification and overexpression assessed by FISH and IHC, respectively, have been shown to bear a very important clinical impact in the SAVANNAH study [69,70]. Indeed, according to interim results from this trial, the efficacy of combined Osimertinib and Savolitinib in the subgroup of patients with a high-level MET amplification (defined by the authors as MET-GCN ≥10 by FISH with Vysis MET FISH Probe Kit, Abbott Molecular, Inc.) and MET overexpression (defined as IHC 3+ in ≥90% of tumor cells with the MET SP44 RxDx Assay by Ventana Medical Systems, Inc.) was improved in terms of ORR 49% and mPFS 7.1 months, as compared with the overall population (with IHC 3+ in ≥50% and/or MET-GCN ≥5 by FISH) showing an ORR of 32% and mPFS 5.3 months. These findings were also the reason for redefining the inclusion criteria for enriching the patient population most likely to derive clinical benefit in the current version of the study (NCT03778229).
Thus, despite the successful implementation of targeted NGS panels in routine clinical diagnostics of NSCLC [71], this method is still affected by challenges with respect to the detection of MET amplification and prediction of response to TKI treatment. As elegantly reviewed elsewhere, the most relevant of these challenges with NGS are the lack of consensus on cut-off values for detecting MET amplification; the overall amount, quality, and composition of tumor material (risk of insufficient tumor cell content and purity for sensitive detection of MET amplification); tumor heterogeneity; difficult distinction of MET-GCNG caused by focal gene amplification from that due to polysomy; difficult quantification of tumor clones with different amplification levels as compared to FISH, which results in poor concordance between NGS and FISH detection (discrepancy with FISH in different studies ranging between 37% and 75%); and NGS often unable to detect MET amplifications otherwise revealed by FISH [62,64,67].
Although FISH is currently the preferred method for determining MET amplification in NSCLC in routine clinical practice, it is not sufficiently standardized to allow ideal comparisons of different studies [44,62,64]. Especially, the MET-GCNG required to induce clinically significant MET overexpression and MET-signaling deregulation as well as the threshold for which each anti-MET treatment has an effect remain uncertain [43,44,57,71]. This reflects the subdivision in low- and high-level MET amplification in certain clinical studies, while others also include an intermediate-level, and even a top-level amplification, based on various MET/centromere 7(CEN7) ratios and/or average MET-GCN/cell that slightly differ from study to study [20,22,23,32,43,57,62,63,64,65,71,72,73,74]. In this respect, the MET/CEN7 ratio is considered by many as a parameter reflecting true gene amplification, with a ratio ≥2 used for defining amplification in general, but also utilized by several studies to classify high-level amplification, whereas others have referred to a ratio of 1.8≤ MET/CEN7 ≤2.2 for low-level amplification, 2.2< MET/CEN7 <5 for intermediate-level amplification, and MET/CEN7 ≥5 for high-level amplification. Instead, increased MET-GCN/cell can be determined either by true amplification of the gene (and possibly of the nearby chromosomal region) or by polysomy [62,63,64,72].
All five of our patients progressing on Osimertinib carried, as the most frequent co-alteration accompanying MET amplification, a TP53 mutation. In two of these patients, this mutation was already present as a de novo alteration at baseline (cases 3 and 5, both smokers). This is consistent with the high rate of concomitant TP53 mutations in MET amplified NSCLCs [11,12] and with our previous findings showing that up to 60% of EGFRm+ NSCLC patients with MET amplification and/or MET overexpression also harbored a TP53 mutation [32]. These data may suggest a potential growth advantage for NSCLC cells with co-existing disruption of EGFR-, MET-, and p53-dependent signaling pathways. Indeed, it is known that MET amplification promotes proliferation and survival of TKI-treated EGFRm+ NSCLC cells by co-activating MAPK and PI3K/AKT signaling and by inhibiting the proapoptotic proteins BIM and APAF-1 [75,76,77]. Thus, additional proliferative and survival advantages may be provided to MET amplified tumor cells by concomitant disruption of the p53 tumor-suppressive function, which relies on p53-mediated cell-cycle arrest or apoptosis in response to not only DNA damage and hypoxia, but also mitogenic oncogenes (such as mutant EGFR or amplified MET) [78,79,80,81].
In the clinical setting, cases with acquired resistance to EGFR-TKIs linked to MET amplification are likely due to clonal selection of preexisting MET amplified cells during TKI treatment [6,11,57,77,82]. In support of this conception is the above-mentioned subclonal nature of MET amplification, which is observable by FISH and may be missed by NGS analysis [22,43,57], as also shown in our cases. Indeed, rare MET amplified cell subpopulations, representing <1% of cells in a tumor, have reportedly been uncovered in treatment-naïve cases of EGFRm+ NSCLC that subsequently progressed on EGFR-TKIs with MET amplification as the main mechanism of resistance [77,83]. Collectively, these observations suggest that dominant MET amplified clones may emerge from very low-frequent pre-existing cells under the selective pressure imposed by EGFR-TKIs.
Although the role of MET-mediated acquired TKI resistance is well established, the potential role of MET alterations in intrinsic TKI resistance (temporally defined as resistance causing tumor progression within three months from the treatment initiation [6,84]) is less clear [6]. Concurrent de novo MET amplification may be found in 2–8% of EGFRm+ NSCLC patients prior to EGFR-TKI therapy and may represent a potential mechanism of intrinsic resistance to EGFR-TKIs [6,20,32,66,85,86,87]. Indeed, these patients are prone to develop early progression on EGFR-TKI and are thought to obtain less benefit from a combined EGFR- and MET-TKI treatment than EGFRm+ patients with acquired resistance due to MET amplification during therapy [32,66,85,87]. However, some of these cases may respond to the EGFR-TKI + Crizotinib combination [6,88]. Moreover, a dramatic response to combined Erlotinib and Crizotinib was reported in a patient with EGFRm+ NSCLC harboring a very high level of de novo MET amplification with an MET/CEN7 ratio >15 [89]. Similarly, durable response to combined EGFR-TKI and Crizotinib for concurrent EGFRm+ and de novo MET amplification was also observed in patients with sarcomatoid phenotype of NSCLC [90] and in a patient with two primary pulmonary adenocarcinomas, one harboring an EGFR ex19del and the other a MET amplification [91].
Yet, in keeping with concurrent de novo MET amplification as a mechanism of primary resistance to EGFR-TKIs, a retrospective Japanese study identified MET amplification at baseline in 11 of 35 EGFRm+ LAC patients treated with Gefitinib and showed that it predicted a higher risk of tumor progression and death [92]. Similarly, a targeted NGS analysis of 200 untreated EGFRm+ NSCLCs showed that concomitant MET amplification at baseline correlated with a shorter time to progression on first-line EGFR-TKI with a HR of 3.7 [93]. The importance of MET signaling in intrinsic resistance to TKIs was also underlined by another Japanese cohort, in which overexpression of the MET ligand HGF was detected in 29% of EGFRm+ NSCLC patients not responding to first-generation EGFR-TKIs [94]. In this study, the overexpression of HGF was more frequently associated with intrinsic or acquired TKI resistance than the EGFR p.T790M mutation or MET amplification [94].
Taken together, the reported results indicate that co-activation of MET signaling at baseline in EGFRm+ NSCLC is an event that may cause intrinsic resistance to EGFR-TKIs, but at the same time, it may also represent a potential target for first-line combination therapy aimed at disabling the inherent resistance to EGFR inhibition. The results from the ongoing FLOWERS study (NCT05163249) dedicated to EGFRm+ NSCLC patients with de novo MET amplification or overexpression will be important for finding the best clinical approach for such patients [95].
Nonetheless, we previously reported cases in which MET alterations (mutation, amplification, and/or overexpression) already present at baseline may or may not respond to Erlotinib alone [6,32]. Similarly, in a cohort of one hundred and thirty-three EGFRm+ NSCLCs, four cases harboring de novo MET co-mutations yet responding to first-generation EGFR-TKIs were described [83].
These variations in response to EGFR-TKIs could be explained by the level of concomitant MET amplification at baseline. In this regard, co-alterations in other oncogenic drivers, such as EGFR, ALK, ROS1, KRAS, BRAF, ERBB2, and RET, have been reported more frequently in NSCLCs with low-/intermediate-level MET amplification than in cases with high-level amplification, suggesting that MET is the main driver in the latter tumors [6,72,73]. Yet, the cases with EGFRm+ NSCLCs with concomitant de novo high-level MET amplification at baseline [20,32,72,89,91,92] may suggest tumor polyclonality, including heterogeneous clones with either mutated EGFR or amplified MET as a driver [6]. Supporting this notion, in a cohort of 200 consecutive patients with treatment-naïve metastatic EGFRm+, FISH analysis revealed concomitant MET-GCNG at baseline in 52 of them, which was due to polysomy in 46 patients and true MET amplification (as MET/CEN7 >2) in the other six [73]. Notably, the level of MET-GCNG displayed by the 46 patients with polysomy did not correlate with the response to EGFR-TKIs, while five out of the six patients with a de novo true MET amplification displayed considerably worse response to these drugs, with the two cases exhibiting the highest MET/CEN7 ratio progressing already within the first month of treatment [74]. Thus, patients with EGFRm+ NSCLC with true high-level MET amplification at baseline may harbor clones of MET-driven tumor cells that may very rapidly take over when EGFR signaling is inhibited and may cause intrinsic resistance to EGFR-TKIs, resulting in very rapid cancer progression [6,73].
Hence, NSCLC cells with de novo deregulated MET signaling may already be present at baseline; however, their clinical significance in intrinsic resistance seems heterogeneous, possibly because of the polyclonality of resistance mechanisms and different levels of MET signaling deregulation or tumor cell addiction to this signaling. Accordingly, the role of these cells in intrinsic TKI resistance requires further investigation in larger cohorts. These studies may also elucidate to which extent the above-mentioned discrepancies regarding response to TKIs in EGFRm+ cases with de novo co-amplification of MET are imputable to the lack of standardized methods for determining MET amplification.
While we are expecting conclusive data from the clinical trials currently investigating new MET inhibitors in the setting of acquired resistance to EGFR-TKIs in [11,12,67,96], EGFRm+ NSCLC patients with both de novo and acquired MET amplification, who cannot be included in these trials, may be offered a combination of EGFR-TKI and Crizotinib, which is a feasible and reasonable approach. Notably, the longest PFS in the real-world cases reported so far (18 and 19 months, respectively, in our case 4 and report 7 in Table 1) was observed in the absence of multiple genomic and/or phenotypic co-alterations. The ongoing studies with more potent MET inhibitors also try to answer the question of which EGFR-TKI generation should be preferred in combination treatment. In this respect, EGFRm+ NSCLC patients with MET amplification have probably a minor propensity to metastasize to the central nervous system (CNS); thus, combinations of MET inhibitors with EGFR-TKIs that are less CNS penetrable than Osimertinib are being investigated too [11,96].
4. Materials and Methods
4.1. Literature Searches
Available literature on MET amplification as both de novo and acquired mechanisms of resistance to EGFR-TKI treated with Crizotinib was searched in the following databases: PubMed, Cochrane, and Medline.
4.2. Immunohistochemistry (IHC) for MET Receptor Protein
The immunostaining for membranous and cytoplasmic expression of MET receptor was performed as previously described [32,59]. Briefly, 2.5 μm thick formalin-fixed paraffin-embedded (FFPE) tissue sections from each sample were stained using a Roche Ventana BenchMark ULTRA automated slide immunostainer (Ventana Medical Systems Inc.; Roche Diagnostics A/S, Hvidovre, Denmark), Ultra Cell Conditioning solution (CC1) pretreatment for 8 min at 95 °C, four CC1 treatments (20, 36, 52, and 64 min), and incubation with pre-diluted CONFIRM anti-MET (clone ID, SP44) rabbit monoclonal antibody (mAb) (Ventana Medical Systems, Inc.; Roche Diagnostics A/S, Hvidovre, Denmark) for 16 min. The immune reactions were visualized using an ultraView DAB Detection Kit (Ventana Medical Systems, Inc.; Roche Diagnostics A/S, Hvidovre, Denmark) and hematoxylin counterstaining (Ventana Medical Systems, Inc.; Roche Diagnostics A/S, Hvidovre, Denmark), following the manufacturer’s recommendations.
MET protein expression was scored in a blinded manner (before knowing the FISH results) by one observer (E.S.-R.), assessing staining intensity (negative, weak, moderate, or strong) and the percentage of stained cells, thereby defining four diagnostic “immunoscores”, i.e., 3+ (strong intensity in ≥50% of cells), 2+ (moderate intensity in ≥50% of cells), 1+ (weak intensity in ≥50% of tumor cells), and 0 (no staining or <50% of tumor cells stained). Both 2+ and 3+ are considered as indicative of MET upregulation (“MET-positive”) as opposed to no upregulation (“MET-negative”), as previously described [32,33]. Endothelial cells or bronchial/alveolar epithelial cells present in the tissue sections were used as internal controls, since they can display weak and weak-moderate intensity of MET expression, respectively, as previously reported [32,33]. Image acquisition was obtained by digital scanning of the slides with a Nano Zoomer S210 slide scanner (Hamamatsu, Ballerup, Denmark) and the digital slide viewing software Sectra Workstation IDS7, v.24.1.15.5568 (Sectra AB, Linköping, Sweden).
4.3. Fluorescence In-Situ Hybridization (FISH) for MET Amplification
FISH was performed with the Zyto-Light SPEC MET/CEN7 dual-color probe (Zytovision GmbH, AH diagnostics A/S, Tilst, Denmark) that detects the MET gene and the centromeric portion of the MET-harboring chromosome 7 (CEN7), as previously described [32,33]. Briefly, slides were scanned using a ×63 objective and appropriate filter sets (automated upright Leica DM4 B fluorescent microscope; Leica Microsystems, Brønshøj, Denmark), using normal fibroblasts, leukocytes, and endothelial cells as internal controls, and individually analyzing 100 tumor cell nuclei (20 neighboring tumor cell nuclei from 5 random areas of homogenous distribution of MET signals) with the ×100 objective, counting MET (green) and CEN7 (orange) signals. Representative images were acquired using a 19 mm sCMOS Leica DFC9000 camera incorporated with the microscope after identification of representative areas with the Leica LAS X Navigator Software, v.3.6.0 Widefield (Leica Microsystems, Brønshøj, Denmark). FISH was assessed by two readers (E.S.-R. and a trained and experienced laboratory technician). The tumor samples were classified into the following four groups of MET amplification status [32,33]: (A) High-level MET gene copy number gain/gene amplification (GCNG/GA) = MET/centromere 7 (CEN7) ratio ≥2.0 or an average MET-GCN/cell ≥6.0 or ≥10% of tumor cells with ≥15 MET signals (“clusters”); (B) Intermediate-level MET-GCNG/GA =≥50% of tumor cells with ≥5 MET signals; (C) Low-level MET-GCNG/GA =≥40% of tumor cells with ≥4 MET signals; and (D) No MET-GCNG/GA = none of the above criteria fulfilled.
4.4. Analysis of Therapeutic Targets and TKI Resistance Mechanisms in Tumor Biopsies and Liquid Biopsies
To identify TKI-resistance mechanisms during treatment, baseline biopsies and longitudinal rebiopsies from new consecutive metastatic lesions emerging during tumor progression were analyzed histologically and by IHC with specific markers (CK7, CK5, TTF1, p40, synaptophysin, chromogranin, CD56, E-cadherin, and vimentin) for possible phenotypic transformation to small-cell carcinoma or squamous carcinoma and for epithelial-mesenchymal transition (EMT), as previously described [97,98]. Immunohistochemical expression of MET receptor and FISH for MET amplification were assessed as described above.
For targeted next-generation sequencing (NGS) analysis, genomic DNA was purified using the Maxwell RSC Blood DNA kit (Promega, Madison, WI, USA) for cytological samples and an in-house crude DNA extraction method for FFPE material (protocol available upon request). The genomic DNA was quantified using the Qubit™ dsDNA HS Assay on a Qubit™ 4 Fluorometer (Thermo Fisher Scientific, Roskilde, Denmark). At the time of diagnosis, the mutational status of EGFR and 21 other lung cancer-relevant genes was determined using the AmpliSeq Colon and Lung Research Panel v.2 on the Genexus™ system (Thermo Fisher Scientific, Roskilde, Denmark). Rebiopsies were investigated for single nucleotide variants (SNVs), short indels, and copy number variations (CNVs) across 161 unique cancer-associated genes using the Oncomine Comprehensive Assay v.3 according to the manufacturer’s instructions (Thermo Fisher Scientific, Roskilde, Denmark), as previously reported [98,99]. After the preparation of amplicon-based libraries, the DNA was sequenced on the Ion Torrent™ GeneStudio™ S5 Plus System (Thermo Fisher Scientific, Roskilde, Denmark) according to the manufacturer’s instructions.
RNA was purified from diagnostic biopsies and tumor rebiopsies utilizing the Maxwell RSC instrument (Promega, Madison, WI, USA) with a Maxwell RSC RNA FFPE kit (Promega) and quantified with the Qubit™ RNA HS Assay. NGS analysis of RNA from these specimens was performed to identify gene fusions causing primary or acquired EGFR-TKI resistance using the Archer FusionPlex Lung kit, which analyses 14 gene fusions according to the manufacturer’s instructions (ArcherDX Inc., Boulder, CO, USA), as reported [99].
Additionally, liquid biopsies of cfDNA from 3.5 mL of plasma were analyzed at baseline when EGFR-TKI treatment was started, after two months of treatment, and at progression for relevant DNA mutations. Plasma was isolated and cfDNA was purified with the Cobas cfDNA Sample Preparation Kit (Roche Diagnostics, Mannheim, Germany) and quantified with the Qubit™ dsDNA HS Assay, as described above. NGS analysis of cfDNA was performed using the Oncomine Lung cfDNA NGS-assay, which analyzes hotspot mutations in 11 genes, according to the assay’s instructions (Thermo Fisher Scientific, Roskilde, Denmark), as previously described [98,99].
All NGS data were analyzed using the Torrent Browser (v.5.14.0) and the Ion Reporter (v.5.14) software (Thermo Fisher Scientific, Roskilde, Denmark). Variants were visualized by the Integrative Genomics Viewer (https://igv.org) [100], classified according to ACMG classification [101], and further analyzed using the OncoKB (https://www.oncokb.org), COSMIC (https://cancer.sanger.ac.uk/cosmic), and ClinVar (https://www.ncbi.nlm.nih.gov/clinvar) databases [102,103,104].
5. Conclusions
Based on real-world data, the combination of EGFR-TKI and Crizotinib in patients with EGFRm+ NSCLC progressing on EGFR-TKIs due to acquired MET amplification is feasible and currently a reasonable option while we are awaiting the results of clinical trials with new, more potent MET inhibitors.
EGFRm+ NSCLC patients with high-level MET amplification received the highest benefit from Crizotinib compared to less MET amplified cases.
Furthermore, the response to combined EGFR-TKI and Crizotinib is longer in cases without multiple co-existing genomic or phenotypical alterations.
Given the heterogeneity of MET amplification, rebiopsies should be examined with all three methods (MET-IHC, MET-FISH, and MET-NGS) for thoroughly defining the level of amplification and co-existing alterations.
EGFRm+ NSCLC with de novo MET amplification, an uncommon but clinically relevant molecular configuration, also deserves special diagnostic awareness and therapeutic consideration, as combined EGFR-TKI/MET-TKI treatment will be needed up-front in this setting.
Acknowledgments
We are very grateful to Camilla C. Mortensen and Svetlana Teplaia for their excellent technical assistance. The authors would also like to thank the patients for providing informed consent for the publication of this report.
Author Contributions
Conceptualization, E.M.U. and E.S.-R.; methodology, M.G., L.C.M. and E.S.-R.; investigation, E.M.U., M.G., S.L.B.T., L.C.M. and E.S.-R.; resources, E.M.U., M.G., S.L.B.T., P.R.K., L.C.M., J.B.S. and E.S.-R.; data curation, E.M.U., M.G., L.C.M. and E.S.-R.; writing—original draft preparation, E.M.U. and E.S.-R.; writing—review and editing, E.M.U., M.G., S.L.B.T., P.R.K., J.O.L., J.C.C., L.C.M., J.B.S. and E.S.-R.; visualization, E.M.U., P.R.K., J.O.L., J.C.C. and E.S.-R.; supervision, E.M.U., J.B.S. and E.S.-R. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
The study was conducted in accordance with the Declaration of Helsinki and approved by the Lung Team Tumor Board of Departments of Oncology and Pathology, Rigshospitalet, University of Copenhagen, and by the Danish Capital Region’s Committee for Health Research Ethics (protocol code H-23021044; approval date 10 May 2023) as well as the Danish Data Protection Agency (protocol code P-2023-326, approval date 19 April 2023).
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study. Written informed consent has been obtained from the patients to publish this paper.
Data Availability Statement
The data presented in this study will be made available by the authors on request. The data are not publicly available due to institutional and national ethical and privacy restrictions regarding the included patients.
Conflicts of Interest
E.M.U. received speaker and adviser honoraria from Amgen, AstraZeneca, Novartis, Pfizer, Roche, and Takeda as well as research funding from Pfizer and Merck. M.G. received research funding from Merck. L.C.M. received speaker honoraria from Merck and Takeda. J.B.S. received honoraria for lectures and advisory boards from AstraZeneca, Boehringer-Ingelheim, Bristol-Myers Squibb, Novartis, Pfizer, Roche, and Takeda as well as research grants from Roche and Pfizer. E.S.-R. received honoraria for lectures and advisory boards from Amgen, AstraZeneca, Bayer, Boehringer Ingelheim, Bristol-Myers Squibb, Novartis, Pfizer, Roche, and Takeda as well as research grants from Pfizer, Roche, and Sanofi. S.L.B.T., P.R.K., J.O.L., and J.C.C. have no conflict of interest to declare.
Funding Statement
This research received no external funding.
Footnotes
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References
- 1.Long Y., Xiong Q., Song Q., Li Y., Li X., Qin B., Huang Z., Hu Y., Yang B. Immunotherapy plus chemotherapy showed superior clinical benefit to chemotherapy alone in advanced NSCLC patients after progression on osimertinib. Thorac. Cancer. 2022;3:394–403. doi: 10.1111/1759-7714.14271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Vokes N.I., Pan K., Le X. Efficacy of immunotherapy in oncogene-driven non-small-cell lung cancer. Ther. Adv. Med. Oncol. 2023;15:17588359231161409. doi: 10.1177/17588359231161409. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.White M.N., Piper-Vallillo A.J., Gardner R.M., Cunanan K., Neal J.W., Das M., Padda S.K., Ramchandran K., Chen T.T., Sequist L.V., et al. Chemotherapy Plus Immunotherapy Versus Chemotherapy Plus Bevacizumab Versus Chemotherapy Alone in EGFR-Mutant NSCLC After Progression on Osimertinib. Clin. Lung Cancer. 2022;23:e210–e221. doi: 10.1016/j.cllc.2021.11.001. [DOI] [PubMed] [Google Scholar]
- 4.Lu S., Wu L., Jian H., Chen Y., Wang Q., Fang J., Wang Z., Hu Y., Sun M., Han L., et al. Sintilimab plus bevacizumab biosimilar IBI305 and chemotherapy for patients with EGFR-mutated non-squamous non-small-cell lung cancer who progressed on EGFR tyrosine-kinase inhibitor therapy (ORIENT-31): First interim results from a randomised, double-blind, multicentre, phase 3 trial. Lancet Oncol. 2022;23:1167–1179. doi: 10.1016/S1470-2045(22)00382-5. Erratum in Lancet Oncol. 2022, 23, e404. [DOI] [PubMed] [Google Scholar]
- 5.Di Noia V., D’Aveni A., D’Argento E., Rossi S., Ghirardelli P., Bortolotti L., Vavassori V., Bria E., Ceresoli G.L. Treating disease progression with osimertinib in EGFR-mutated non-small-cell lung cancer: Novel targeted agents and combination strategies. ESMO Open. 2021;6:100280. doi: 10.1016/j.esmoop.2021.100280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Santoni-Rugiu E., Melchior L.C., Urbanska E.M., Jakobsen J.N., Stricker K., Grauslund M., Sørensen J.B. Intrinsic resistance to EGFR-Tyrosine Kinase Inhibitors in EGFR-Mutant Non-Small Cell Lung Cancer: Differences and Similarities with Acquired Resistance. Cancers. 2019;11:923. doi: 10.3390/cancers11070923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Cooper A.J., Sequist L.V., Lin J.J. Third-generation EGFR and ALK inhibitors: Mechanisms of resistance and management. Nat. Rev. Clin. Oncol. 2022;19:499–514. doi: 10.1038/s41571-022-00639-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Chmielecki J., Gray J.E., Cheng Y., Ohe Y., Imamura F., Cho B.C., Lin M.C., Majem M., Shah R., Rukazenkov Y., et al. Candidate mechanisms of acquired resistance to first-line osimertinib in EGFR-mutated advanced non-small cell lung cancer. Nat. Commun. 2023;14:1070. doi: 10.1038/s41467-023-35961-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Leonetti A., Sharma S., Minari R., Perego P., Giovannetti E., Tiseo M. Resistance mechanisms to osimertinib in EGFR-mutated non-small cell lung cancer. Br. J. Cancer. 2019;121:725–737. doi: 10.1038/s41416-019-0573-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Roper N., Brown A.L., Wei J.S., Pack S., Trindade C., Kim C., Restifo O., Gao S., Sindiri S., Mehrabadi F., et al. Clonal Evolution and Heterogeneity of Osimertinib Acquired Resistance Mechanisms in EGFR Mutant Lung Cancer. Cell Rep. Med. 2020;1:100007. doi: 10.1016/j.xcrm.2020.100007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Remon J., Hendriks L.E.L., Mountzios G., García-Campelo R., Saw S.P.L., Uprety D., Recondo G., Villacampa G., Reck M. MET alterations in NSCLC-Current Perspectives and Future Challenges. J. Thorac. Oncol. 2023;18:419–435. doi: 10.1016/j.jtho.2022.10.015. [DOI] [PubMed] [Google Scholar]
- 12.Spagnolo C.C., Ciappina G., Giovannetti E., Squeri A., Granata B., Lazzari C., Pretelli G., Pasello G., Santarpia M. Targeting MET in Non-Small Cell Lung Cancer (NSCLC): A New Old Story? Int. J. Mol. Sci. 2023;24:10119. doi: 10.3390/ijms241210119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Drilon A.E., Camidge D.R., Ou S.I., Clark J.W., Socinski M.A., Weiss J., Riely G.J., Winter M., Wang S.C., Monti K. Efficacy and safety of crizotinib in patients (PTS) with advanced MET exon 14-altered non-small cell lung cancer (NSCLC) J. Clin. Oncol. 2016;34:108. doi: 10.1200/JCO.2016.34.15_suppl.108. [DOI] [Google Scholar]
- 14.Moro-Sibilot D., Cozic N., Pérol M., Mazières J., Otto J., Souquet P.J., Bahleda R., Wislez M., Zalcman G., Guibert S.D., et al. Crizotinib in c-MET- or ROS1-positive NSCLC: Results of the AcSé phase II trial. Ann. Oncol. 2019;30:1985–1991. doi: 10.1093/annonc/mdz407. [DOI] [PubMed] [Google Scholar]
- 15.Landi L., Chiari R., Tiseo M., D’Incà F., Dazzi C., Chella A., Delmonte A., Bonanno L., Giannarelli D., Cortinovis D., et al. Crizotinib in MET-Deregulated or ROS1-Rearranged Pretreated Non-Small Cell Lung Cancer (METROS): A Phase II, Prospective, Multicenter, Two-Arms Trial. Clin. Cancer Res. 2019;25:7312–7319. doi: 10.1158/1078-0432.CCR-19-0994. [DOI] [PubMed] [Google Scholar]
- 16.Camidge D.R., Otterson G.A., Clark J.W., Ou S.I., Weiss J., Ades S., Shapiro G.I., Socinski M.A., Murphy D.A., Conte U., et al. Crizotinib in Patients With MET-Amplified NSCLC. J. Thorac. Oncol. 2021;16:1017–1029. doi: 10.1016/j.jtho.2021.02.010. [DOI] [PubMed] [Google Scholar]
- 17.Sun D., Tao J., Yan W., Zhu J., Zhou H., Sheng Y., Xue C., Li H., Hou H. Optimal Treatments for NSCLC Patients Harboring Primary or Acquired MET Amplification. Technol. Cancer Res. Treat. 2022;21 doi: 10.1177/15330338221128414. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Shalata W., Yakobson A., Weissmann S., Oscar E., Iraqi M., Kian W., Peled N., Agbarya A. Crizotinib in MET Exon 14-Mutated or MET-Amplified in Advanced Disease Non-Small Cell Lung Cancer: A Retrospective, Single Institution Experience. Oncology. 2022;100:467–474. doi: 10.1159/000525188. [DOI] [PubMed] [Google Scholar]
- 19.Liu X., Jia Y., Stoopler M.B., Shen Y., Cheng H., Chen J., Mansukhani M., Koul S., Halmos B., Borczuk A.C. Next-Generation Sequencing of Pulmonary Sarcomatoid Carcinoma Reveals High Frequency of Actionable MET Gene Mutations. J. Clin. Oncol. 2016;10:794–802. doi: 10.1200/JCO.2015.62.0674. [DOI] [PubMed] [Google Scholar]
- 20.Schildhaus H.U., Schultheis A.M., Rüschoff J., Binot E., Merkelbach-Bruse S., Fassunke J., Schulte W., Ko Y.D., Schlesinger A., Bos M., et al. MET amplification status in therapy-naïve adeno- and squamous cell carcinomas of the lung. Clin. Cancer Res. 2015;21:907–915. doi: 10.1158/1078-0432.CCR-14-0450. [DOI] [PubMed] [Google Scholar]
- 21.Tacar S.Y., Yilmaz M., Oz B., Tural D. Crizotinib for c-MET-amplified advanced NSCLC: A single-center experience. Tumori. 2022;108:258–262. doi: 10.1177/03008916211009303. [DOI] [PubMed] [Google Scholar]
- 22.Hartmaier R.J., Markovets A.A., Ahn M.J., Sequist L.V., Han J.Y., Cho B.C., Yu H.A., Kim S.W., Yang J.C., Lee J.S., et al. Osimertinib + Savolitinib to Overcome Acquired MET-Mediated Resistance in Epidermal Growth Factor Receptor-Mutated, MET-Amplified Non-Small Cell Lung Cancer: TATTON. Cancer Discov. 2023;13:98–113. doi: 10.1158/2159-8290.CD-22-0586. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Smit E.F., Dooms C., Raskin J., Nadal E., Tho L.M., Le X., Mazieres J.S., Hin H., Morise M.W., Zhu V., et al. INSIGHT 2: A phase II study of tepotinib plus osimertinib in MET-amplified NSCLC and first-line osimertinib resistance. Future Oncol. 2022;18:1039–1054. doi: 10.2217/fon-2021-1406. [DOI] [PubMed] [Google Scholar]
- 24.Albers J., Friese-Hamim M., Clark A., Schadt O., Walter-Bausch G., Stroh C., Johne A., Karachaliou N., Blaukat A. The preclinical pharmacology of tepotinib—A highly selective MET inhibitor with activity in tumors harboring MET alterations. Mol. Cancer Ther. 2023;22:833–843. doi: 10.1158/1535-7163.MCT-22-0537. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Oh S.Y., Lee Y.W., Lee E.J., Kim J.H., Park Y., Heo S.G., Yu M.R., Hong M.H., DaSilva J., Daly C., et al. Preclinical Study of a Biparatopic METxMET Antibody-Drug Conjugate, REGN5093-M114, Overcomes MET-driven Acquired Resistance to EGFR TKIs in EGFR-mutant NSCLC. Clin. Cancer Res. 2023;29:221–232. doi: 10.1158/1078-0432.CCR-22-2180. [DOI] [PubMed] [Google Scholar]
- 26.Zhao Y., Wang H., He C. Drug resistance of targeted therapy for advanced non-small cell lung cancer harbored EGFR mutation: From mechanism analysis to clinical strategy. J. Cancer Res. Clin. Oncol. 2021;147:3653–3664. doi: 10.1007/s00432-021-03828-8. [DOI] [PubMed] [Google Scholar]
- 27.Nishiyama A., Takeuchi S., Adachi Y., Otani S., Tanimoto A., Sasaki M., Matsumoto S., Goto K., Yano S. MET amplification results in heterogeneous responses to osimertinib in EGFR-mutant lung cancer treated with erlotinib. Cancer Sci. 2020;111:3813–3823. doi: 10.1111/cas.14593. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Bahcall M., Sim T., Paweletz C.P., Patel J.D., Alden R.S., Kuang Y., Sacher A.G., Kim N.D., Lydon C.A., Awad M.M., et al. Acquired METD1228V Mutation and Resistance to MET Inhibition in Lung Cancer. Cancer Discov. 2016;6:1334–1341. doi: 10.1158/2159-8290.CD-16-0686. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Li A., Yang J.J., Zhang X.C., Zhang Z., Su J., Gou L.Y., Bai Y., Zhou Q., Yang Z., Han-Zhang H., et al. Acquired MET Y1248H and D1246N Mutations Mediate Resistance to MET Inhibitors in Non-Small Cell Lung Cancer. Clin. Cancer Res. 2017;23:4929–4937. doi: 10.1158/1078-0432.CCR-16-3273. [DOI] [PubMed] [Google Scholar]
- 30.Kang J., Chen H.J., Wang Z., Liu J., Li B., Zhang T., Yang Z., Wu Y.L., Yang J.J. Osimertinib and Cabozantinib Combinatorial Therapy in an EGFR-Mutant Lung Adenocarcinoma Patient with Multiple MET Secondary-Site Mutations after Resistance to Crizotinib. J. Thorac. Oncol. 2018;13:e49–e53. doi: 10.1016/j.jtho.2017.10.028. [DOI] [PubMed] [Google Scholar]
- 31.van Veggel B., de Langen A.J., Hashemi S., Monkhorst K., Rosenberg E.H., Heideman D.A.M., Radonic T., Smit E.F. Crizotinib treatment for patients with EGFR mutation positive NSCLC that acquire cMET amplification after EGFR TKI therapy results in short-lived and heterogeneous responses. Lung Cancer. 2018;124:130–134. doi: 10.1016/j.lungcan.2018.07.030. [DOI] [PubMed] [Google Scholar]
- 32.Jakobsen J.N., Santoni-Rugiu E., Grauslund M., Melchior L., Sørensen J.B. Concomitant driver mutations in advanced EGFR-mutated non-small-cell lung cancer and their impact on erlotinib treatment. Oncotarget. 2018;9:26195–26208. doi: 10.18632/oncotarget.25490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ebert E.B.F., McCulloch T., Hansen K.H., Linnet H., Sørensen B., Meldgaard P. Clearing of circulating tumour DNA predicts clinical response to first line tyrosine kinase inhibitors in advanced epidermal growth factor receptor mutated non-small cell lung cancer. Lung Cancer. 2020;141:37–43. doi: 10.1016/j.lungcan.2019.12.016. [DOI] [PubMed] [Google Scholar]
- 34.Aldea M., Andre F., Marabelle A., Dogan S., Barlesi F., Soria J.C. Overcoming Resistance to Tumor-Targeted and Immune-Targeted Therapies. Cancer Discov. 2021;11:874–899. doi: 10.1158/2159-8290.CD-20-1638. [DOI] [PubMed] [Google Scholar]
- 35.Mano H. ALKoma: A Cancer Subtype with a Shared Target. Cancer Discov. 2012;2:495–502. doi: 10.1158/2159-8290.CD-12-0009. [DOI] [PubMed] [Google Scholar]
- 36.Song Z., Wang M., Zhang A. Alectinib: A novel second generation anaplastic lymphoma kinase (ALK) inhibitor for overcoming clinically-acquired resistance. Acta Pharm. Sin. B. 2015;5:34–37. doi: 10.1016/j.apsb.2014.12.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Muller I.B., de Langen A.J., Giovannetti E., Peters G.J. Anaplastic lymphoma kinase inhibition in metastatic non-small cell lung cancer: Clinical impact of alectinib. Onco Targets Ther. 2017;10:4535–4541. doi: 10.2147/OTT.S109493. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Umapathy G., Mendoza-Garcia P., Hallberg B., Palmer R.H. Targeting anaplastic lymphoma kinase in neuroblastoma. Apmis. 2019;127:288–302. doi: 10.1111/apm.12940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Urbanska E.M., Sørensen J.B., Santoni-Rugiu E. Adding Alectinib Rescues Progression on Osimertinib Due to Acquired ALK p.R1275Q Variant in EGFR p.L858R-mutated NSCLC. J. Thor. Oncol. 2022;17:S417–S418. doi: 10.1016/j.jtho.2022.07.726. [DOI] [Google Scholar]
- 40.Shimamura S.S., Shukuya T., Asao T., Hayakawa D., Kurokawa K., Xu S., Miura K., Mitsuishi Y., Tajima K., Shibayama R., et al. Survival past five years with advanced, EGFR-mutated or ALK-rearranged non-small cell lung cancer-is there a “tail plateau” in the survival curve of these patients? BMC Cancer. 2022;22:323. doi: 10.1186/s12885-022-09421-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Nie N., Li J., Zhang J., Dai J., Liu Z., Ding Z., Wang Y., Zhu M., Hu C., Han R., et al. First-Line Osimertinib in Patients With EGFR-Mutated Non-Small Cell Lung Cancer: Effectiveness, Resistance Mechanisms, and Prognosis of Different Subsequent Treatments. Clin. Med. Insights Oncol. 2022;16 doi: 10.1177/11795549221134735. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Dong R.F., Zhu M.L., Liu M.M., Xu Y.T., Yuan L.L., Bian J., Xia Y., Kong L.Y. EGFR mutation mediates resistance to EGFR tyrosine kinase inhibitors in NSCLC: From molecular mechanisms to clinical research. Pharmacol. Res. 2021;167:105583. doi: 10.1016/j.phrs.2021.105583. [DOI] [PubMed] [Google Scholar]
- 43.Planchard D. Have we really MET a new target? J. Clin. Oncol. 2018;36:3069–3071. doi: 10.1200/JCO.2018.79.3455. [DOI] [PubMed] [Google Scholar]
- 44.Coleman N., Hong L., Zhang J., Heymach J., Hong D., Le X. Beyond epidermal growth factor receptor: MET amplification as a general resistance driver to targeted therapy in oncogene-driven non-small-cell lung cancer. ESMO Open. 2021;6:100319. doi: 10.1016/j.esmoop.2021.100319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Eser P.Ö., Paranal R.M., Son J., Ivanova E., Kuang Y., Haikala H.M., To C., Okoro J.J., Dholakia K.H., Choi J., et al. Oncogenic switch and single-agent MET inhibitor sensitivity in a subset of EGFR-mutant lung cancer. Sci. Transl. Med. 2021;13:eabb3738. doi: 10.1126/scitranslmed.abb3738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Wang W., Wang H., Lu P., Yu Z., Xu C., Zhuang W., Song Z. Crizotinib with or without an EGFR-TKI in treating EGFR-mutant NSCLC patients with acquired MET amplification after failure of EGFR-TKI therapy: A multicenter retrospective study. J. Transl. Med. 2019;17:52. doi: 10.1186/s12967-019-1803-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Ou S.I., Agarwal N., Ali S.M. High MET amplification level as a resistance mechanism to osimertinib (AZD9291) in a patient that symptomatically responded to crizotinib treatment post-osimertinib progression. Lung Cancer. 2016;98:59–61. doi: 10.1016/j.lungcan.2016.05.015. [DOI] [PubMed] [Google Scholar]
- 48.Liu L., Qu J., Heng J., Zhou C., Xiong Y., Yang H., Jiang W., Zeng L., Zhu S., Zhang Y. A Large Real-World Study on the Effectiveness of the Combined Inhibition of EGFR and MET in EGFR-Mutant Non-Small-Cell Lung Cancer After Development of EGFR-TKI Resistance. Front. Oncol. 2021;11:722039. doi: 10.3389/fonc.2021.722039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Wang Y., Tian P., Xia L., Li L., Han R., Zhu M., Lizaso A., Qin T., Li M., Yu B., et al. The clinical efficacy of combinatorial therapy of EGFR-TKI and crizotinib in overcoming MET amplification-mediated resistance from prior EGFR-TKI therapy. Lung Cancer. 2020;146:165–173. doi: 10.1016/j.lungcan.2020.06.003. [DOI] [PubMed] [Google Scholar]
- 50.Blasi M., Kazdal D., Thomas M., Christopoulos P., Kriegsmann M., Brandt R., Volckmar A.L., Kirchner M., Heußel C.P., Stenzinger A. Combination of Crizotinib and Osimertinib in T790M+ EGFR-Mutant Non-Small Cell Lung Cancer with Emerging MET Amplification Post-Osimertinib Progression in a 10-Year Survivor: A Case Report. Case Rep. Oncol. 2021;18:477–482. doi: 10.1159/000513904. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.York E.R., Varella-Garcia M., Bang T.J., Aisner D.L., Camidge D.R. Tolerable and Effective Combination of Full-Dose Crizotinib and Osimertinib Targeting MET Amplification Sequentially Emerging after T790M Positivity in EGFR-Mutant Non-Small Cell Lung Cancer. J. Thorac. Oncol. 2017;12:e85–e88. doi: 10.1016/j.jtho.2017.02.020. [DOI] [PubMed] [Google Scholar]
- 52.Scheffler M., Merkelbach-Bruse S., Bos M., Fassunke J., Gardizi M., Michels S., Groneck L., Schultheis A.M., Malchers F., Leenders F. Spatial Tumor Heterogeneity in Lung Cancer with Acquired Epidermal Growth Factor Receptor-Tyrosine Kinase Inhibitor Resistance: Targeting High-Level MET-Amplification and EGFR T790M Mutation Occurring at Different Sites in the Same Patient. J. Thorac. Oncol. 2015;10:e40–e43. doi: 10.1097/JTO.0000000000000503. [DOI] [PubMed] [Google Scholar]
- 53.Zhu V.W., Schrock A.B., Ali S.M., Ou S.I. Differential response to a combination of full-dose osimertinib and crizotinib in a patient with EGFR-mutant non-small cell lung cancer and emergent MET. Lung Cancer. 2019;10:21–26. doi: 10.2147/lctt.S190403. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Deng L., Kiedrowski L.A., Ravera E., Cheng H., Halmos B. Response to Dual Crizotinib and Osimertinib Treatment in a Lung Cancer Patient with MET Amplification Detected by Liquid Biopsy Who Acquired Secondary Resistance to EGFR Tyrosine Kinase Inhibition. J. Thorac. Oncol. 2018;13:e169–e172. doi: 10.1016/j.jtho.2018.04.007. [DOI] [PubMed] [Google Scholar]
- 55.Li Y.Q., Song S.S., Jiang S.H., Zhang X.Y. Combination therapy of erlotinib/crizotinib in a lung adenocarcinoma patient with primary EGFR mutation plus secondary MET amplification and a novel acquired crizotinib-resistant mutation MET G1108C. Ann. Oncol. 2017;1:2622–2624. doi: 10.1093/annonc/mdx324. [DOI] [PubMed] [Google Scholar]
- 56.He Q., Shi X., Zhu H., Yan J., Yu X.M. A case treated with Crizotinib after secondary MET amplification of A double Rare L747S and G719S EGFR mutation Pulmonary Sarcomatoid Carcinoma. Ann. Oncol. 2020;31:544–546. doi: 10.1016/j.annonc.2020.01.010. [DOI] [PubMed] [Google Scholar]
- 57.Camidge D.R., Davies K.D. MET copy number as a secondary driver of epidermal growth factor receptor tyrosine kinase inhibitor resistance in EGFR-mutant non–small-cell lung cancer. J. Clin. Oncol. 2019;37:855–857. doi: 10.1200/JCO.19.00033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Choudhury N.J., Marra A., Sui J.S.Y., Flynn J., Yang S.R., Falcon C.J., Selenica P., Schoenfeld A.J., Rekhtman N., Gomez D., et al. Molecular Biomarkers of Disease Outcomes and Mechanisms of Acquired Resistance to First-Line Osimertinib in Advanced EGFR-Mutant Lung Cancers. J. Thorac. Oncol. 2023;18:463–475. doi: 10.1016/j.jtho.2022.11.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Santoni-Rugiu E., Lü M.J.S., Jakobsen J.N., Melchior L.C., Ravn J., Sørensen J.B. Correlation of MET-Receptor Overexpression with MET Gene Amplification and Patient Outcome in Malignant Mesothelioma. Int. J. Mol. Sci. 2021;22:12868. doi: 10.3390/ijms222312868. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Guo R., Berry L.D., Aisner D.L., Sheren J., Boyle T., Bunn P.A., Jr., Johnson B.E., Kwiatkowski D.J., Drilon A., Sholl L.M., et al. MET IHC Is a Poor Screen for MET Amplification or MET Exon 14 Mutations in Lung Adenocarcinomas: Data from a Tri-Institutional Cohort of the Lung Cancer Mutation Consortium. J. Thorac. Oncol. 2019;14:1666–1671. doi: 10.1016/j.jtho.2019.06.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Mignard X., Ruppert A.M., Antoine M., Vasseur J., Girard N., Mazières J., Moro-Sibilot D., Fallet V., Rabbe N., Thivolet-Bejui F., et al. c-MET Overexpression as a Poor Predictor of MET Amplifications or Exon 14 Mutations in Lung Sarcomatoid Carcinomas. J. Thorac. Oncol. 2018;13:1962–1967. doi: 10.1016/j.jtho.2018.08.008. [DOI] [PubMed] [Google Scholar]
- 62.Heydt C., Ihle M.A., Merkelbach-Bruse S. Overview of Molecular Detection Technologies for MET in Lung Cancer. Cancers. 2023;15:2932. doi: 10.3390/cancers15112932. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Jørgensen J.T., Mollerup J. Companion Diagnostics and Predictive Biomarkers for MET-Targeted Therapy in NSCLC. Cancers. 2022;14:2150. doi: 10.3390/cancers14092150. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Qin K., Hong L., Zhang J., Le X. MET Amplification as a Resistance Driver to TKI Therapies in Lung Cancer: Clinical Challenges and Opportunities. Cancers. 2023;15:612. doi: 10.3390/cancers15030612. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Wu Y.L., Zhang L., Kim D.W., Liu X., Lee D.H., Yang J.C., Ahn M.J., Vansteenkiste J.F., Su W.C., Felip E., et al. Phase Ib/II study of capmatinib (INC280) plus gefitinib after failure of epidermal growth factor receptor (EGFR) inhibitor therapy in patients with EGFR-mutated, MET factor-dysregulated non-small-cell lung cancer. J. Clin. Oncol. 2018;36:3101–3109. doi: 10.1200/JCO.2018.77.7326. Erratum in J. Clin. Oncol. 2019, 37, 261. [DOI] [PubMed] [Google Scholar]
- 66.Peng L.-X., Jie G.-L., Li A.-N., Liu S.-Y., Sun H., Zheng M.-M., Zhou J.-Y., Zhang J.-T., Zhang X.-C., Zhou Q., et al. MET amplification identified by next-generation sequencing and its clinical relevance for MET inhibitors. Exp. Hematol. Oncol. 2021;10:52. doi: 10.1186/s40164-021-00245-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Schubart C., Stöhr R., Tögel L., Fuchs F., Sirbu H., Seitz G., Seggewiss-Bernhardt R., Leistner R., Sterlacci W., Vieth M., et al. MET Amplification in Non-Small Cell Lung Cancer (NSCLC)—A Consecutive Evaluation Using Next-Generation Sequencing (NGS) in a Real-World Setting. Cancers. 2021;13:5023. doi: 10.3390/cancers13195023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Fan Y., Sun R., Wang Z., Zhang Y., Xiao X., Liu Y., Xin B., Xiong H., Lu D., Ma J. Detection of MET amplification by droplet digital PCR in peripheral blood samples of non-small cell lung cancer. J. Cancer Res. Clin. Oncol. 2023;149:1667–1677. doi: 10.1007/s00432-022-04048-4. [DOI] [PubMed] [Google Scholar]
- 69.Sequist L.V., Han J.Y., Ahn M.J., Cho B.C., Yu H., Kim S.W., Yang J.C., Lee J.S., Su W.C., Kowalski D., et al. Osimertinib plus savolitinib in patients with EGFR mutation-positive, MET-amplified, non-small-cell lung cancer after progression on EGFR tyrosine kinase inhibitors: Interim results from a multicentre, open-label, phase 1b study. Lancet Oncol. 2020;21:373–386. doi: 10.1016/S1470-2045(19)30785-5. [DOI] [PubMed] [Google Scholar]
- 70.Ahn M.J., De Marinis F., Bonanno L., Cho B.B., Kim T.M., Cheng S., Novello S., Proto C., Kim S.W., Lee J.S., et al. MET Biomarker-based Preliminary Efficacy Analysis in SAVANNAH: Savolitinib + osimertinib in EGFRm NSCLC Post-Osimertinib. J. Thorac. Oncol. 2022;17:S469–S470. doi: 10.1016/j.jtho.2022.07.823. [DOI] [Google Scholar]
- 71.Lindeman N.I., Cagle P.T., Aisner D.L., Arcila M.E., Beasley M.B., Bernicker E.H., Colasacco C., Dacic S., Hirsch F.R., Kerr K., et al. Updated molecular testing guideline for the selection of lung cancer patients for treatment with targeted tyrosine kinase inhibitors: Guideline from the College of American Pathologists, the International Association for the Study of Lung Cancer, and the Association for Molecular Pathology. Arch. Pathol. Lab. Med. 2018;142:321–346. doi: 10.5858/arpa.2017-0388-CP. [DOI] [PubMed] [Google Scholar]
- 72.Noonan S.A., Berry L., Lu X., Gao D., Barón A.E., Chesnut P., Sheren J., Aisner D.L., Merrick D., Doebele R.C., et al. Identifying the appropriate FISH criteria for defining MET copy number-driven lung adenocarcinoma through oncogene overlap analysis. J. Thorac. Oncol. 2016;11:1293–1304. doi: 10.1016/j.jtho.2016.04.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Lai G.G.Y., Lim T.H., Lim J., Liew P.J.R., Kwang X.L., Nahar R., Aung Z.W., Takano A., Lee Y.Y., Lau D.P.X., et al. Clonal MET Amplification as a determinant of tyrosine kinase inhibitor resistance in epidermal growth factor receptor-mutant non-small-cell lung cancer. J. Clin. Oncol. 2019;37:876–884. doi: 10.1200/JCO.18.00177. [DOI] [PubMed] [Google Scholar]
- 74.Overbeck T.R., Cron D.A., Schmitz K., Rittmeyer A., Korber W., Hugo S., Schnalke J., Lukat L., Hugo T., Hinterthaner M., et al. Top-level MET gene copy number gain defines a subtype of poorly differentiated pulmonary adenocarcinomas with poor prognosis. Transl. Lung Cancer Res. 2020;9:603–616. doi: 10.21037/tlcr-19-339. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Engelman J.A., Zejnullahu K., Mitsudomi T., Song Y., Hyland C., Park J.O., Lindeman N., Gale C.M., Zhao X., Christensen J., et al. MET amplification leads to gefitinib resistance in lung cancer by activating ERBB3 signaling. Science. 2007;316:1039–1043. doi: 10.1126/science.1141478. [DOI] [PubMed] [Google Scholar]
- 76.Garofalo M., Romano G., Di Leva G., Nuovo G., Jeon Y.J., Ngankeu A., Sun J., Lovat F., Alder H., Condorelli G., et al. EGFR and MET receptor tyrosine kinase-altered microRNA expression induces tumorigenesis and gefitinib resistance in lung cancers. Nat. Med. 2011;18:74–82. doi: 10.1038/nm.2577. Erratum in Nat. Med. 2014, 20, 103. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 77.Turke A.B., Zejnullahu K., Wu Y.L., Song Y., Dias-Santagata D., Lifshits E., Toschi L., Rogers A., Mok T., Sequist L., et al. Preexistence and clonal selection of MET amplification in EGFR mutant NSCLC. Cancer Cell. 2010;17:77–88. doi: 10.1016/j.ccr.2009.11.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Lowe S.W., Jacks T., Housman D.E., Ruley H.E. Abrogation of oncogene-associated apoptosis allows transformation of p53-deficient cells. Proc. Natl. Acad. Sci. USA. 1994;91:2026–2030. doi: 10.1073/pnas.91.6.2026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Serrano M., Lin A.W., McCurrach M.E., Beach D., Lowe S.W. Oncogenic ras provokes premature cell senescence associated with accumulation of p53 and p16INK4a. Cell. 1997;88:593–602. doi: 10.1016/S0092-8674(00)81902-9. [DOI] [PubMed] [Google Scholar]
- 80.Bates S., Phillips A.C., Clark P.A., Stott F., Peters G., Ludwig R.L., Vousden K.H. p14ARF links the tumour suppressors RB and p53. Nature. 1998;395:124–125. doi: 10.1038/25867. [DOI] [PubMed] [Google Scholar]
- 81.Palmero I., Pantoja C., Serrano M. p19ARF links the tumour suppressor p53 to Ras. Nature. 1998;395:125–126. doi: 10.1038/25870. [DOI] [PubMed] [Google Scholar]
- 82.Ramalingam S.S., Yang J.C., Lee C.K., Kurata T., Kim D.W., John T., Nogami N., Ohe Y., Mann H., Rukazenkov Y., et al. Osimertinib as first-line treatment of EGFR mutation-positive advanced non-small-cell lung cancer. J. Clin. Oncol. 2018;36:841–849. doi: 10.1200/JCO.2017.74.7576. [DOI] [PubMed] [Google Scholar]
- 83.Wei Z., An T., Wang Z., Chen K., Bai H., Zhu G., Duan J., Wu M., Yang L., Zhuo M., et al. Patients harboring epidermal growth factor receptor (EGFR) double mutations had a lower objective response rate than those with a single mutation in non-small cell lung cancer when treated with EGFR-tyrosine kinase inhibitors. Thorac. Cancer. 2014;5:126–132. doi: 10.1111/1759-7714.12068. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Jackman D., Pao W., Riely G.J., Engelman J.A., Kris M.G., Jänne P.A., Lynch T., Johnson B.E., Miller V.A. Clinical definition of acquired resistance to epidermal growth factor receptor tyrosine kinase inhibitors in non-small-cell lung cancer. J. Clin. Oncol. 2010;28:357–360. doi: 10.1200/JCO.2009.24.7049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Cappuzzo F., Jänne P.A., Skokan M., Finocchiaro G., Rossi E., Ligorio C., Zucali P.A., Terracciano L., Toschi L., Roncalli M., et al. MET increased gene copy number and primary resistance to gefitinib therapy in non-small-cell lung cancer patients. Ann. Oncol. 2009;20:298–304. doi: 10.1093/annonc/mdn635. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Blakely C.M., Watkins T.B.K., Wu W., Gini B., Chabon J.J., McCoach C.E., McGranahan N., Wilson G.A., Birkbak N.J., Olivas V.R., et al. Evolution and clinical impact of co-occurring genetic alterations in advanced-stage EGFR-mutant lung cancers. Nat. Genet. 2017;49:1693–1704. doi: 10.1038/ng.3990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Mi J., Huang Z., Zhang R., Zeng L., Xu Q., Yang H., Lizaso A., Tong F., Dong X., Yang N., et al. Molecular characterization, and clinical outcomes in EGFR-mutant de novo MET-overexpressed advanced non-small-cell lung cancer. ESMO Open. 2022;7:100347. doi: 10.1016/j.esmoop.2021.100347. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Peng K.C., Su J.W., Xie Z., Wang H.M., Fang M.M., Li W.F., Chen Y.Q., Guan X.H., Su J., Yan H.H., et al. Clinical outcomes of EGFR+/METamp+ vs. EGFR+/METamp- untreated patients with advanced non-small cell lung cancer. Thorac. Cancer. 2022;13:1619–1630. doi: 10.1111/1759-7714.14429. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Gainor J.F., Niederst M.J., Lennerz J.K., Dagogo-Jack I., Stevens S., Shaw A.T., Sequist L.V., Engelman J.A. Dramatic response to combination erlotinib and crizotinib in a patient with advanced, EGFR-mutant lung cancer harboring De Novo MET Amplification. J. Thorac. Oncol. 2016;11:83–85. doi: 10.1016/j.jtho.2016.02.021. [DOI] [PubMed] [Google Scholar]
- 90.Wang X., Cao J., Du W., Zhang W., Cao S. Response to gefitinib/crizotinib combination in a pulmonary sarcomatoid carcinoma patient harboring concurrent EGFR mutation and MET amplification. Clin. Case Rep. 2021;9:e04487. doi: 10.1002/ccr3.4487. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Dietrich M.F., Yan S.X., Schiller J.H. Response to crizotinib/erlotinib combination in a patient with a primary EGFR-mutant adenocarcinoma and a primary c-met-amplified adenocarcinoma of the lung. J. Thorac. Oncol. 2015;10:23–25. doi: 10.1097/JTO.0000000000000448. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Noro R., Seike M., Zou F., Soeno C., Matsuda K., Sugano T., Nishijima N., Matsumoto M., Kitamura K., Kosaihira S., et al. MET FISH-positive status predicts short progression-free survival and overall survival after gefitinib treatment in lung adenocarcinoma with EGFR mutation. BMC Cancer. 2015;15:31. doi: 10.1186/s12885-015-1019-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Yu H.A., Suzawa K., Jordan E., Zehir A., Ni A., Kim R., Kris M.G., Hellmann M.D., Li B.T., Somwar R., et al. Concurrent alterations in EGFR-mutant lung cancers associated with resistance to EGFR kinase inhibitors and characterization of MTOR as a mediator of resistance. Clin. Cancer Res. 2018;24:3108–3118. doi: 10.1158/1078-0432.CCR-17-2961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Yano S., Yamada T., Takeuchi S., Tachibana K., Minami Y., Yatabe Y., Mitsudomi T., Tanaka H., Kimura T., Kudoh S., et al. Hepatocyte growth factor expression in EGFR mutant lung cancer with intrinsic and acquired resistance to tyrosine kinase inhibitors in a Japanese cohort. J. Thorac. Oncol. 2011;6:2011–2017. doi: 10.1097/JTO.0b013e31823ab0dd. [DOI] [PubMed] [Google Scholar]
- 95.Li A., Chen H.J., Yang J.J. Design and Rationale for a Phase II, Randomized, Open-Label, Two-Cohort Multicenter Interventional Study of Osimertinib with or Without Savolitinib in De Novo MET Aberrant, EGFR-Mutant Patients with Advanced Non-Small-Cell Lung Cancer: The FLOWERS Trial. Clin. Lung Cancer. 2023;24:82–88. doi: 10.1016/j.cllc.2022.09.009. [DOI] [PubMed] [Google Scholar]
- 96.Ayoub N.M., Ibrahim D.R., Alkhalifa A.E. Overcoming resistance to targeted therapy using MET inhibitors in solid cancers: Evidence from preclinical and clinical studies. Med. Oncol. 2021;38:143. doi: 10.1007/s12032-021-01596-6. [DOI] [PubMed] [Google Scholar]
- 97.Santoni-Rugiu E., Grauslund M., Melchior L.C., Costa J.C., Sørensen J.B., Urbanska E.M. Heterogeneous resistance mechanisms in an EGFR exon 19-mutated non-small cell lung cancer patient treated with erlotinib: Persistent FGFR3-mutation, localized transformation to EGFR-mutated SCLC, and acquired T790M EGFR-mutation. Lung Cancer. 2017;113:14–17. doi: 10.1016/j.lungcan.2017.08.024. [DOI] [PubMed] [Google Scholar]
- 98.Urbanska E.M., Sørensen J.B., Melchior L.C., Costa J.C., Santoni-Rugiu E. Changing ALK-TKI-Resistance Mechanisms in Rebiopsies of ALK-Rearranged NSCLC: ALK- and BRAF-Mutations Followed by Epithelial-Mesenchymal Transition. Int. J. Mol. Sci. 2020;21:2847. doi: 10.3390/ijms21082847. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Urbanska E.M., Sørensen J.B., Melchior L.C., Costa J.C., Santoni-Rugiu E. Durable Response to Combined Osimertinib and Pralsetinib Treatment for Osimertinib Resistance Due to Novel Intergenic ANK3-RET Fusion in EGFR-Mutated Non-Small-Cell Lung Cancer. JCO Precis. Oncol. 2022;6:e2200040. doi: 10.1200/PO.22.00040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Robinson J.T., Thorvaldsdóttir H., Winckler W., Guttman M., Lander E.S., Getz G., Mesirov J.P. Integrative genomics viewer. Nat. Biotechnol. 2011;29:24–26. doi: 10.1038/nbt.1754. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Houge G., Laner A., Cirak S., de Leeuw N., Scheffer H., den Dunnen J.T. Stepwise ABC system for classification of any type of genetic variant. Eur. J. Hum. Genet. 2022;30:150–159. doi: 10.1038/s41431-021-00903-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Chakravarty D., Gao J., Phillips S.M., Kundra R., Zhang H., Wang J., Rudolph J.E., Yaeger R., Soumerai T., Nissan M.H., et al. OncoKB: A Precision Oncology Knowledge Base. JCO Precis. Oncol. 2017;2017:PO.17.00011. doi: 10.1200/PO.17.00011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Forbes S.A., Bhamra G., Bamford S., Dawson E., Kok C., Clements J., Menzies A., Teague J.W., Futreal P.A., Stratton M.R. The Catalogue of Somatic Mutations in Cancer (COSMIC) Curr. Protoc. Hum. Genet. 2008;10:Unit 10.11. doi: 10.1002/0471142905.hg1011s57. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Landrum M.J., Chitipiralla S., Brown G., Chen C., Gu B., Hart J., Hoffman D., Jang W., Kaur K., Liu C., et al. ClinVar: Improvements to accessing data. Nucleic Acids Res. 2020;48:D835–D844. doi: 10.1093/nar/gkz972. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data presented in this study will be made available by the authors on request. The data are not publicly available due to institutional and national ethical and privacy restrictions regarding the included patients.