Background
Lung cancer is the leading cause of cancer deaths [
1]. Three out of four patients present with advanced-stage disease, and the prognosis is generally poor. However, recent advances with targeted therapies, such as epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs), have resulted in marked benefit to subsets of lung cancer patients whose tumors have specific genetic mutations. However, despite the initial beneficial effect of EGFR-TKI treatment, most patients with non-small cell lung cancer (NSCLC) eventually develop resistance to EGFR-TKIs, with a median time to disease progression of about 12 months [
2,
3]. Secondary biopsy of growing tumors at the onset of clinical progression is crucial for identifying the mechanisms of resistance, although this is often not easily accomplished.
Recent efforts to develop strategies for overcoming acquired resistance to EGFR-TKIs have identified severalresistance mechanisms. Approximately half of the cases of acquired resistance are mediated by a secondary T790M mutation on exon 20 of the
EGFR gene [
4‐
6]. In addition, amplification of the
MET gene has been reported to contribute to resistance in approximately 5–20% of cases [
6‐
8] and increased AXL expression was recently discovered to occur in almost 20% of patients [
9] phosphatidylinositol-4, 5-bisphosphate 3-kinase catalytic subunit alpha isoform (
PIK3CA) mutation, epithelial-to-mesenchymal transition (EMT) and small cell lung cancer (SCLC) transformation are also associated with acquired resistance [
6]. Although some studies have examined the mechanisms and frequency of EGFR-TKI resistance, little data exists regarding Asian populations of cancer patients. The aim of this study was to analyze the mechanisms of acquired resistance to EGFR-TKI and its frequency in Korean patients with lung cancer.
Methods
Patients
We reviewed the medical records of patients with NSCLC with
EGFR mutations and acquired resistance to EGFR-TKI between 2007 and 2010. All patients fulfilled the definition of acquired resistance to EGFR-TKI [
10], which was defined as having received treatment with a single agent EGFR-TKI, exhibiting objective clinical benefit from treatment, and then experiencing disease progression while under continuous treatment with EGFR-TKI. At the time drug resistance developed, some patients underwent post-resistance biopsy for evaluation of the mechanisms of resistance. We selected patients from whom the tissues obtained both before EGFR-TKI treatment and after resistance were sufficient to assess
EGFR, KRAS, BRAF, and
PIK3CA mutations by “Asan-Panel” analysis, perform fluorescence in situ hybridization (FISH) to identify
MET amplification, and examine AXL status, EMT and neuroendocrine markers by immunohistochemistry. All patients provided informed consent, and the study was approved by the Institutional Review Board of the Asan Medical Center (Approval Number: 2011–0526).
Mutation analysis
A mass spectrometric genotyping technology, called the “Asan-Panel”, was used for genetic analysis. First, DNA was extracted from paraffin-embedded tissues using QIAamp DNA FFPE tissue kit (#56404; Qiagen, Hilden, Germany) according to the manufacturer’s protocol. DNA quantity was measured using the Quant-iT™ PicoGreen® dsDNA Assay kit (Invitrogen, Carlsbad, CA) andbrought to a final concentration of 5 ng/μl. Mutation analysis using the Asan-Panel was performed under the SequenomMassARRAY technology platform with iPLEX-Pro chemistry (Sequenom, San Diego, USA). The protocols that were previously performed as “OncoMap” [
11‐
13] were followed with minor modifications. In brief, specific assay pools were designed using AssayDesignersoftware in MassARRAY Typerpackage software (v4.0) with filters for proximal single nucleotide polymorphisms (SNPs) and assessment of the specificity of PCR amplification and the subsequent primer extension reaction. To decrease the number of multiplex PCR tubes, manual modification of some PCR primers and extension probes was conducted. A total of 59 amplicons were amplified in eight different multiplex pools with an average of 8-plex. After multiplex PCR, residual deoxynucleotides were inactivated by incubation with Shrimp Alkaline Phosphatase (Catalog No. 10142–2, Sequenom). Single-base extension (SBE) reaction products using a mixture of mutation site-specific probes were then spotted onto a 384-format SpectroCHIP II with the MassARRAY Nanodispenser. Mass determination was performed with the MassARRAY Analyzer Compact MALDI-TOF mass spectrometer, and MassARRAY Typer 4.0 software was used for data acquisition and analysis. Genotypes were called after cluster analysis using the default setting of the Gaussian mixture model. Genotype calls were then reviewed manually to identify any uncertain calls due to clustering artifacts. A total of 87 genetic mutations located in
EGFR, KRAS, BRAF and
PIK3CA genes were examined by Asan-Panel analysis.
FISH analysis for MET amplification
For FISH, 2 μm-thick sections from each paraffin block were prepared. Deparaffinization, pre-treatment and protease digestion procedures were performed following the Abbott Vysis D7S522/CEP 7 FISH probe kit protocol (Abbott Laboratories, Abbott Park, Des Plaines, IL, USA). Probe mixtures were hybridized at 37°C for 14 to 18 hours. After hybridization, slides were washed in 2× SSC/0.3% NP-40 at 72°C for 2 min, air dried, and counterstained with 4,6-diamidino-2-phenylindole (DAPI). The slides were examined under a fluorescence microscope (Olympus, Tokyo, Japan) equipped with Spectrum Orange/Green dual and DAPI single filters. The slides were stored at -20°C until examination. A c-met/CEP7 ratio was established on the basis of a count of at least 60 cells by enumerating both orange (c-met) and green (chromosome 7, CEP7) signals. Samples with a c-met/CEP7 ratio greater than 2 were considered to have MET amplification.
Immunohistochemistry for AXL, EMT and neuroendocrine markers
All biopsy specimens underwent histologic review after H&E and immunohistochemical staining for specific markers, such as thyroid transcription factor 1 (TTF-1). For immunohistochemical analysis, paraffin sections (4 μm thick) were deparaffinized with xylene, rinsed thoroughly with ethanol, and then soaked in 0.03% hydrogen peroxide in methanol to inactivate the endogenous peroxidase activity. The sections were incubated with either 10% goat serum or 10% rabbit serum, and then incubated with the primary antibodies. The sections were washed with phosphate-buffered saline (PBS) and processed using a DAKO EnVision kit (DAKO, Los Angeles, CA), as directed by the manufacturer. The color was developed with 3,3′-diaminobenzindine (DAB) containing 0.3% H2O2. Primary antibodies against the following antigens were used: CD56, synaptophysin and chromogranin (Santa Cruz Biotechnology, Santa Cruz, CA) for SCLC transformation; E-cadherin and vimentin (Calbiochem, San Diego, CA) for EMT; AXL and p-AXL (R&D Systems, Minneapolis, MN) for AXL status.
Discussion
In this study, we explored themechanisms of resistance to EGFR-TKI and their frequency in a Korean population. Because biopsy after disease progression following EGFR-TKI treatment is often challenging, few studies regarding the onset of EGFR-TKI resistance exist, and this is especially true of EGFR-TKI resistance in Asian populations, even though EGFR mutations in Asian patients are frequent.
Similar to the data published in previous reports [
6,
14], we observed that secondary T790M mutation was the most common mechanism of EGFR-TKI resistance, representing 43.9% of all cases. The sensitivity of mass spectrometric genotyping technologies such as OncoMap or Asan-Panel is known to be approximately 1–5% [
6,
15], and so detection of the T790M mutation could be increased if more sensitive techniqueswere used. Interestingly, four patients with T790M had co-existing resistance mechanisms such as
MET amplification, increased AXL expression and
PIK3CA mutation. Simultaneous occurrence of two resistant mechanisms has been reported by several investigators. For example, Sequist LV et al. showed that some patients with a T790M mutation exhibited other possible contributing factors to resistance, such as
EGFR amplification or
β-catenin and
APC mutation [
6]. In addition, among 10 EGFR-TKI-resistant tumors from nine patients with
MET amplification, four also expressed
EGFR with the T790M mutation [
8]. Supporting this, the H820 cell line harboring both sensitizing (19del) and resistant (T790M)
EGFR mutations also contains
MET amplification and is more sensitive to MET inhibition than EGFR inhibition [
8]. Secondary T790M mutation seems to be acquired by the selection of pre-existing populations of T790M-harboring cells among the total tumor cells during the period of treatment with EGFR-TKI [
16,
17]. During this time, tumor cells possessing a resistance mechanism in addition to T790M could be more favorably selected.
Oxnard GR et al. reported that patients with tumors harboring T790M mutation had more favorable outcomes, and that those without T790M more frequently progress to previously uninvolved organs. They suggested that the favorable outcome could be related tothe indolent growth of tumors containing the T790M mutation [
18]. In agreement with these findings, we also observed that patients with secondary T790M mutation showed significantly longer progression-free survival (
p = 0.009).
Recently, we demonstrated that increased AXL expression could contribute to erlotinib-resistance in both cell lines and an animal model. Altered AXL-related signaling was also observed in approximately 20% of patients with acquired resistance to EGFR-TKI, although it remains to be determined whether these patients could benefit from AXL inhibition [
9]. In EGFR-TKI resistance, AXL could act as a bypass to activate downstream signals related to cell survival and growth. Therefore, combined treatment with EGFR and AXL inhibitors might effectively abrogate the growth of tumor cells. A similar phenomenon can be observed in MET-mediated resistance, as shown in a previous report by Engelman JA et al. [
7]. Although the frequency of
MET amplification in cases of EGFR-TKI resistance was initially reported to be 20% [
7], this has varied by approximately 5–11% in follow-up studies [
6,
14,
19]. Similarly, the exact frequency of AXL-mediated resistance should be determined by further investigation.
Sequist LV et al. found that 14% of biopsy specimens taken at the onset of resistance showed morphologies similar to SCLC, as well as increased expression of neuroendocrine markers such as CD56, synaptophysin and chromogranin. In their study, three patients treated with conventional chemotherapeutic agents for SCLC, including etoposide and cisplatin, responded well [
6]. In another study, biopsy after the onset of resistance showed that approximately 3% of NSCLC tumors exhibited morphological transformation to small cell or high grade neuroendocrine carcinomas [
14]. These findings suggest that transformation to SCLC or neuroendocrine carcinoma could be a possible mechanism of resistance. Although pulmonary alveolar cells have been found to transform occasionally to a small cell morphology when loss of
p53 and
Rb1 is induced [
20], the biological underpinning of the SCLC transformation is unknown. In our study, we observed increased CD56 expression in 7.7% of patients. However, because it was not accompanied by the morphologic change and upregulation of other neuroendocrinemarkers, such as synaptophysin and chromogranin, the reason for this is not clear.
Other possible resistance mechanisms, specifically
PIK3CA mutation and conversion to wild-type
EGFR were noted in some cases, although
PIK3CA mutation concomitantly occurred with T790M mutation. In a previous
in vitro study, gefitinib-induced apoptosis was abrogated when
PIK3CA mutation was introduced in HCC827 cells with a deletion mutation in exon 19 of the
EGFR gene [
21]. Moreover, Sequist LV et al. reported cases of EGFR-TKI resistance in tumors with a
PIK3CA mutation [
6]. Thus, although
PIK3CA mutation may be a contributing factor to EGFR-TKI resistance, it is not frequent. Some studies have reportedthe loss of EGFR-activating gene mutations in resistant tumor samples [
22,
23]. This could happen through the selection of pre-existing tumor cells expressing wild-type
EGFR during EGFR-TKI treatment, similar to the effect of the T790M mutation. However, because
EGFR mutation is considered to be a driver mutation for carcinogenesis, the presence of another driving factor to induce tumor cells with wild-type
EGFR would be necessary, suggesting that this event would be very rare.
As the data about resistant mechanisms have been accumulated, the procurement of resistant samples to guide following treatments is becoming more important. However, the performing the re-biopsy is not so easy in clinical practice. Attempts to use circulating tumor cells or circulating free DNAs in bloods or other body fluids (“so-called liquid biopsy”) are currently in progress because those are non-invasive, convenient and can be performed repeatedly [
24,
25]. Technical advances in tests and processing samples would help this liquid biopsy to have broad clinical applications, especially in elucidation of resistant mechanisms.
Competing interests
The authors have no financial/non-financial competing interest with any companies/organizations whose products or services may be discussed in this article.
Authors’ contributions
WJJ and JCL had full access to the data and take full responsibility for the content of this manuscript. CMC contributed to the study design, obtained biopsy tissue specimens from patients, and participated in the interpretation of results and drafting of the manuscript. JKR contributed to the study design, interpretation of the results and drafting of the manuscript. SJJ and YSP contributed to the review of pathologic findings, FISH analysis of MET, immunohistochemical analysis of AXL, interpretation of the results and drafting of the manuscript. SMC contributed to mutation analysis using mass spectrometric genetic analysis (“Asan-Panel”), interpretation of the results and drafting of the manuscript. WSK, JSL, SWK and DHL contributed to the interpretation of results and drafting of the manuscript. All authors read and approved the final manuscript.