Minireviews Open Access
Copyright ©The Author(s) 2015. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Clin Oncol. Aug 10, 2015; 6(4): 45-56
Published online Aug 10, 2015. doi: 10.5306/wjco.v6.i4.45
Is there a role for epidermal growth factor receptor tyrosine kinase inhibitors in epidermal growth factor receptor wild-type non-small cell lung cancer?
Edurne Arriola, Álvaro Taus, David Casadevall, Oncology Department, Hospital del Mar, 08003 Barcelona, Spain
Author contributions: The research was designed by Arriola E; Taus A and Casadevall D conducted this work; Arriola E, Taus A and Casadevall D analysed the data; Arriola E, Taus A and Casadevall D wrote the paper.
Conflict-of-interest statement: The authors disclose no potential conflicts of interest.
Open-Access: This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See:
Correspondence to: Dr. Edurne Arriola, Oncology Department, Hospital del Mar, Passeig Marítim de la Barceloneta, 25-29, 08003 Barcelona, Spain.
Telephone: +34-932-483000 Fax: +34-932-483366
Received: February 20, 2015
Peer-review started: February 22, 2015
First decision: April 20, 2015
Revised: May 8, 2015
Accepted: June 4, 2015
Article in press: June 8, 2015
Published online: August 10, 2015
Processing time: 177 Days and 18.1 Hours


Non-small cell lung cancer (NSCLC) is the most common type of lung cancer with a world-wide annual incidence of around 1.3 million. The majority of patients are diagnosed with advanced disease and survival remains poor. However, relevant advances have occurred in recent years through the identification of biomarkers that predict for benefit of therapeutic agents. This is exemplified by the efficacy of epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors for the treatment of EGFR mutant patients. These drugs have also shown efficacy in unselected populations but this point remains controversial. Here we have reviewed the clinical data that demonstrate a small but consistent subgroup of EGFR wild-type patients with NSCLC that obtain a clinical benefit from these drugs. Moreover, we review the biological rationale that may explain this benefit observed in the clinical setting.

Key Words: Non-small cell lung cancer, Tyrosine kinase inhibitors, Epidermal growth factor receptors

Core tip: Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors are well established as the treatment of choice in EGFR-mutant non-small cell lung cancer. However, they are approved and have shown efficacy in patients with wild-type disease. Here, we review the clinical data showing this consistent benefit in a subgroup of patients and the potential biological mechanisms of this clinical effect.


The activity of epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) in non-small cell lung cancer (NSCLC) patients harbouring EGFR mutations has changed the way we diagnose and treat patients. Since the role of oncogenic driver mutations was first recognised, several other genes have been identified as predictors of dramatic and sustained response to other targeted therapies in lung cancer.

Despite this tight link between driver and benefit with specific drugs, we have targeted agents, such as erlotinib or gefitinib, approved for the treatment of molecularly unselected NSCLC patients. Since the design of the trials[1,2] that led to the approval of erlotinib in Western countries or of gefitinib in Asia did not include obligatory assessment of molecular status, some have argued that the benefit observed with TKI vs placebo could derive from the undetected EGFR-mutant population in these trials. Other studies have demonstrated activity of EGFR-TKIs in wild-type (wt) EGFR patients with advanced NSCLC (Table 1). This happens in studies treating unselected populations of NSCLC patients, but does it hold true when we select for EGFR-wt tumours? There are three studies[3-5] that have put this into question. The TAILOR trial[3] demonstrates superiority, in terms of progression-free survival (PFS), of docetaxel vs erlotinib in second-line treatment in EGFR-wt NSCLC patients. The DELTA trial[4] found that, in a pre-specified subgroup analysis, the EGFR-wt population did better in terms of PFS with docetaxel vs erlotinib[4]. The third study[5] compares gefitinib to pemetrexed in an Asian population and demonstrates superiority of pemetrexed in the second-line setting in terms of response rates (RR) and PFS.

Table 1 First-line and maintenance phase III trials.
TrialComparisonPopulationcharacteristicsEfficacy in allpatientsEfficacy insubgroup enriched for EGFR wtMutationalanalysisEfficacy bymutational status
INTACT 1[11]C + Gem + G (n = 730) vs C + Gem + P (n = 363)First line; nonADC, 53.9%; non-Asian, 94.7%PFS for C + Gem + G, 5.5 mo; PFS for C + Gem + P, 6 mo; P = 0.763; OS for C + Gem + G, 9.9 mo; OS for C + Gem + P, 10.9 mo; P = 0.45NRNRNR
INTACT 2[13]Cb + T + G (n = 692) vs Cb + T + P (n = 345)First line; nonADC, 44.9%; non-Asian, 95.8%PFS for Cb + T + G, 5.3 mo; PFS for Cb + T + P, 5 mo; P = 0.056; OS for Cb + T + G, 9.8 mo; OS for Cb + T + P, 9.9 mo; P = 0.638NRNRNR
TALENT[12]C + Gem + E (n = 580) vs C + Gem + P (n = 579)First line; nonADC, 61.6%; non-Asian 93.6%PFS for C + Gem + E, 5.9 mo; PFS for C + Gem + P, 6.1 mo; HR = 0.98; P = 0.74; OS for C + Gem + E, 10.7 mo; OS for C + Gem + P, 11 mo; HR = 1.06; P = 0.486NRNRNR
TRIBUTE[14]Cb + T + E (n = 539) vs Cb + T + P (n = 540)First line; nonADC 39.3%; non-Asian, 96.9%PFS for Cb + T + E, 5.1 mo; PFS for Cb + T + P, 4.9NRn = 228 (21.1%); activating mutation, 29NR
IPASS[8]G (n = 609) vs Cb + T (n = 608)First line; only Asians with ADC and never or light former smokersPFS for G, 5.7 mo; PFS for Cb + T, 5.8 mo; HR = 0.74; P < 0.001n = 437 (35.9%); activating mutation, 261EGFR mutated: PFS HR, 0.83; EGFR wt: PFS HR, 2.85; interaction P < 0.001
First- SIGNAL[15]G (n = 159) vs C + Gem (n = 154)First line; only Asians with ADC and never smokersPFS for G, 5.8 mo; PFS for C + Gem, 6.4 mo; HR = 1.198, P = 0.138; OS for G, 22.3 mo; OS for C + Gem, 22.9 mo; HR = 0.932; P = 0.604n = 96 (31%); activating mutation, 42EGFR mutated: PFS HR, 0.54; EGFR wt: PFS HR, 1.41
SATURN[16]E (n = 438) vs P (n = 451)Maintenance; no progression after prior platinum-doublet; nonADC, 55%; non-Asian, 85%PFS for E, 3 mo; PFS for P, 2.77 mo; HR = 0.71; P < 0.001; OS for E, 12 mo; OS for P, 11 mo; HR = 0.81; P = 0.0088Squamous PFS HR, 0.76; non-Asian PFS HR, 0.75; squamous OS HR, 0.86; non-Asian OS HR, 0.86+n = 446 (50.1%); EGFR activating mutation, 49EGFR mutated: PFS HR, 0.10; EGFR wt: PFS HR, 0.78; interaction P < 0.001; EGFR mutated: OS HR, NR; EGFR wt: OS HR, 0.77

Although for the general population of wt patients the benefit of erlotinib might be inferior to chemotherapy, there are still patients who respond and achieve disease control with EGFR-TKIs in those trials. Here, we review the clinical data supporting this potential benefit and the scientific evidence that may underlie the efficacy of EGFR-TKIs in selected EGFR-wt patients.


Platinum-based doublets are the first-line treatment for unselected advanced NSCLC patients and three drugs are approved for second-line treatment: docetaxel, pemetrexed and erlotinib. Docetaxel has demonstrated effectiveness in prolonging PFS and OS in second-line treatment of NSCLC when compared to single agent chemotherapy[6]. Pemetrexed has shown similar efficacy to docetaxel in the same setting[7].

The BR.21 trial[1] showed that erlotinib improved PFS, OS and quality of life compared with placebo in molecularly unselected patients with advanced NSCLC not suitable for second- and third-line chemotherapy. These results led to the approval of erlotinib in second- and third-line treatment in patients with wt or unknown EGFR mutations. Although EGFR-TKIs are clearly superior to chemotherapy in patients with EGFR- mutant NSCLC[8,9], their role in wt patients is still controversial. Several trials have compared EGFR-TKIs with chemotherapy in unselected patients with NSCLC, but the majority were not properly designed to investigate the treatment benefit according to EGFR mutations, and retrospective analysis according to EGFR genotype was restricted by the high percentage of patients with unknown EGFR status[10].

First-line trials

Combination with chemotherapy: The combination of EGFR-TKIs with platinum-based chemotherapy doublets in the first-line setting was evaluated in phase III trials (Table 1); both gefitinib and erlotinib were studied in combination with cisplatin and gemcitabine (INTACT 1 and TALENT)[11,12] and with carboplatin and paclitaxel (INTACT 2 and TRIBUTE)[13,14]. The addition of gefitinib or erlotinib to standard first-line chemotherapy did not result in a survival benefit in the general population, but in the TRIBUTE study[14], never-smoker patients treated with erlotinib and chemotherapy experienced an improvement in survival. The proportion of patients with a non-adenocarcinoma histology and thus likely to be EGFR-wt ranged from 39.3%-61.6%. No difference in efficacy according to histology was found in the subgroup analysis of these studies. Clinical trial results are summarised in Table 1. It seems that the combination of EGFR-TKIs with chemotherapy in EGFR-wt patients does not provide additional benefit.

Monotherapy: Certain clinical characteristics (adenocarcinoma histology, Asian race, female gender and never-smoking status) were related with an increased probability of response to EGFR-TKIs. The IPASS trial[8] included only patients with these characteristics, comparing the efficacy of first-line gefitinib monotherapy to the combination of carboplatin and paclitaxel. This trial demonstrated the inefficacy of clinical selection in predicting mutational status, as up to 40% of these clinically selected patients were EGFR-wt. Gefitinib was non-inferior to chemotherapy in the general population. The subgroup analysis clearly showed superiority of gefitinib over chemotherapy in patients harbouring EGFR mutations, but also showed that gefitinib was inferior to chemotherapy in EGFR-wt cases. Of note, however, was that the disease control rate with gefitinib in the EGFR-wt population was 39.6%, with one patient achieving a partial response. The results of these trials are summarised in Table 1. Taken together, these trials show a subset of EGFR-wt patients with some benefit from EGFR-TKIs, in general in the form of stabilisation of disease.

Maintenance therapy trials

The sequential Tarceva in unresectable NSCLC (SATURN) trial[15] was a phase III study that randomised patients without progression after 4 cycles of platinum-doublet chemotherapy to erlotinib or placebo as maintenance treatment. Maintenance therapy with erlotinib produced a modest benefit in terms of PFS (HR = 0.71; P < 0.01) and OS (HR = 0.77; P < 0.008) in the overall population. The subgroup analysis revealed that the benefit was greater in EGFR-mutant patients. However, this benefit still persisted in EGFR-wt cases, both for PFS (HR = 0.78; P = 0.018) and OS (HR = 0.77; P = 0.243). One of the main caveats of this study is that maintenance treatment with pemetrexed is currently indicated in non-squamous tumours[16], so the benefit observed in wt patients could be inferior to that offered by pemetrexed. Another phase III study[17] (ATLAS) evaluated the addition of erlotinib to maintenance treatment with bevacizumab after first-line chemotherapy in unselected patients. The addition of erlotinib to bevacizumab improved PFS (HR = 0.71; P < 0.001) but not OS (HR = 0.92; P = 0.534). It should be noted that the study was not powered to detect differences in OS, it was unblinded after the interim analysis, and further survival follow-up was not pursued based on the low likelihood of observing significant differences between arms. Lastly, a phase III trial[18] evaluating maintenance therapy with gefitinib showed similar results, with an improvement in PFS (HR 0.61; P = 0.001) but not in OS (HR = 0.83; P = 0.2). Results of the above trials are summarised in Table 1.

Second- and third-line trials

The BR.21[1] and ISEL[19] trials compared erlotinib and gefitinib respectively with placebo and best supportive care in second- and third-line settings in unselected populations.

Despite an RR of only 8%, in the BR.21 trial, erlotinib showed an improvement in OS (6.7 mo with erlotinib vs 4.7 mo with placebo; HR = 0.70; P < 0.001). This benefit was also observed in patients with squamous histology, a subgroup more likely to be EGFR-wt. In retrospective analysis the results for EGFR-wt patients were similar to the overall population, with an RR of 7% in EGFR-wt patients treated with erlotinib[20,21]. In a retrospective analysis 21 of the 15% of cases with available tissue from the ISEL study, the RR to gefitinib in EGFR-wt patients was 2.6%.

In the INTEREST trial[22], a non-inferiority trial comparing second-line treatment with gefitinib and docetaxel in an unselected population, gefitinib was non-inferior to docetaxel. This non-inferiority was maintained in the non-adenocarcinoma and non-Asian subgroups. The EGFR-mutated cases had better PFS than those with EGFR-wt tumours, but no differences were shown in terms of OS. The RR of EGFR-wt patients treated with gefitinib was 6.6%[23].

The TITAN study[24] included patients who progressed on first-line platinum-doublet chemotherapy in the run-in period shared with the SATURN trial. Second-line erlotinib was compared with docetaxel or pemetrexed. Erlotinib showed a similar efficacy to docetaxel or pemetrexed, but the trial was not powered to detect non-inferiority because it was prematurely halted due to poor accrual. EGFR mutational status was determined in 40% of patients. No differences between treatment arms were shown in the EGFR-wt population. The HORG trial[25] showed no differences in efficacy between erlotinib and pemetrexed in second- or third-line settings in unselected patients. The limited efficacy of pemetrexed in squamous histology may have decreased the performance of the pemetrexed arm. Focusing on EGFR-wt patients, the RR with erlotinib was 7.3%, with a disease control rate of 21.8%.

Recently the TAILOR phase III study[3] compared second-line treatment with erlotinib or docetaxel in EGFR-wt tumours. Docetaxel was superior to erlotinib in terms of PFS (2.9 mo with docetaxel vs 2.4 mo with erlotinib; HR = 0.71; P = 0.02), and showed a trend towards superiority over erlotinib in OS (OS 8.2 mo with docetaxel vs 5.4 mo with erlotinib; HR = 0.73; P = 0.05). Despite this, 3% of patients in the erlotinib arm achieved a partial response, and 23% disease stabilisation. In the CTONG 0806 study[26] conducted in China, comparing pemetrexed with gefitinib in EGFR-wt patients, overall results favoured pemetrexed, with PFS of 5.6 vs 1.7 mo. However, some benefit was still observed in the gefitinib arm in the form of ORR and disease stabilisation of 2.4% and 12.2%, respectively. The results of second- and third-line phase III trials are summarised in Table 2.

Table 2 Relevant second- and third-line phase III trials.
TrialComparisonPopulationcharacteristicsEfficacy in allpatientsEfficacy insubgroupenriched for EGFR wtMutationalanalysisEfficacy bymutationalstatus
BR.21[1,21]E (n = 488) vs P (n = 243)Second line (51%) or third line (49%); nonADC, 50%; non-Asian, 87%OS for E, 6.7 mo; OS for P, 4.7 mo; HR 0.70; P < 0.001NonADC HR, 0.8; non-Asian HR, 0.8n = 204 (27.9%); EGFR activating mutation, 34EGFR mutated: OS HR, 0.55; EGFR wt OS HR, 0.74; interaction P = 0.47
ISEL[20,23]G (n = 959) vs P (n = 480)Second line (49%) or third line (51%); nonADC 52%; non-Asian, 90%OS for G, 5.6 mo; OS for P, 5.1 mo; HR, 0.89; P = 0.089NonADC HR < 1.01; non-Asian HR = 0.92n = 215 (14.9%); activating EGFR mutation, 26NR
INTEREST[24,25]G (n = 723) vs D (n = 710)Second line (84%) or third line (16%); nonADC, 44%; non-Asian, 78%OS for G, 7.6 mo; OS for D, 8 mo; HR, 1.02 (met non inferiority criteria)NonADC HR < 11; non-Asian HR = 11n = 297 (20.7%); activating EGFR mutation, 44EGFR mutated: OS HR, 0.83; EGFR wt: OS HR, 1.02; interaction P = 0.59
TITAN[26]E (n = 203) vs D/Pem (n = 221)Second line; non-Asian, 86%; nonADC, 55%OS for E, 5.3 mo; OS for D/Pem, 5.5 mo; HR = 0.96; P = 0.73Squamous OS HR = 0.86; non-Asian OS HR = 0.94n = 167 (39.3%); activating EGFR mutation, 18EGFR mutated: OS HR = 1.19; EGFR wt: OS HR = 0.85
HORG[27]E (n = 166) vs Pem (n = 166)Second line (57%) or third line (43%); nonADC, 77.5%; non-Asian, 100%PFS for E, 3.6 mo; PFS for Pem 2.9 mo; P = 0.136; OS for E, 8.2 mo; OS for Pem, 10.1 mo; P = 0.986Squamous OS HR = 1.97n = 123 (37%); activating EGFR mutations, 11NR

In conclusion, the efficacy of second- and third-line treatment in non-mutant patients with advanced NSCLC is limited. Moreover, the toxicity of chemotherapy, in particular docetaxel, can deteriorate the quality of life of patients at this stage. The main advantages of EGFR-TKIs in this setting are basically the convenience of oral administration and mild and manageable toxicity. Although the studies presented above show limited efficacy of erlotinib or gefitinib for EGFR-wt patients, a response rate of approximately 8% has consistently been observed, with stabilisation in 25% of patients. This small, but significant population may have relative dependence on the EGFR pathway independent of mutational status that may explain these clinical observations.

In the next part of the article, we review potential biological explanations for this clinical effect.

EGFR pathway

The EGF receptor (EGFR/HER1) belongs to a family of receptors with a common architecture (HER2, 3 and 4). These receptors have an extracellular ligand-binding portion, a single transmembrane helix and an intracellular tyrosine kinase domain and C-terminal tail that serve as a scaffold for adapter molecules. A variety of EGF receptor ligands, mainly amphiregulin, TGF-alpha and EGF for EGFR, upon binding, drive the formation of homo- or heterodimers that activate the receptors and amplify their signal. In cancer cells, the phosphorylation of the tyrosine kinase domain eventually results in the recruitment of intracellular substrates and binding of adaptor molecules that activate downstream signalling pathways. One of the major signalling pathways downstream of EGFR is the Ras-Raf-MAP kinase pathway. Another important target of EGFR signalling is the PI3K-Akt pathway. Lastly, EGFR activation also recruits PKC and Jak/Stat. The activation of these pathways induces transcriptional programmes that result in increased proliferation, survival, motility, and invasion[27].

Different mechanisms for activation of the EGFR pathway have been postulated.

Overexpression of EGFR ligands

Eleven ligands have been reported to bind to the ErbB receptor family, including epidermal growth factor (EGF), transforming growth factor alpha (TGFα), amphiregulin, betacellulin, heparin-binding EGF and epiregulin. These are synthesised as membrane-anchored precursor forms that are then cleaved to generate soluble ligands. In some cases, these membrane-anchored isoforms can also act as biologically active ligands. Moreover, stromal cells have been described as releasing amphiregulin and TGFα. Thus, activation of EGFR by its ligands can happen through paracrine, autocrine and juxtacrine mechanisms[28]. Upon binding, they induce a conformational change in the receptor and activate several signalling pathways (see above).

Preclinical studies have been performed to evaluate the role of these ligands in the response to the treatment with EGFR-TKIs, showing conflicting results. A study by Yonesaka et al[29] demonstrated that high levels of amphiregulin (Areg) produced by EGFR-wt NSCLC cells through an autocrine mechanism predicted sensitivity to gefitinib in the form of cell cycle arrest. This happened preferentially by inhibition of signal-regulated kinase 1/2, but not the Akt pathway. In contrast, some studies[30,31] showed that autocrine Areg confers resistance to gefitinib in NSCLC cells through inhibition of apoptosis. In this case, inhibition of Areg secretion by siRNA was able to restore sensitivity to gefitinib in EGFR-wt cell-line models (H358) in vitro and in vivo. Moreover, addition of recombinant Areg to previously sensitive NSCLC cell lines (H322) conferred resistance to these cells[30]. Intriguingly, Areg reduced acetylation of ku70, preventing the release of the proapoptotic form of BAX and, consequently, inhibiting the gefitinib toxicity in NSCLC cells[31], suggesting a role for the combination of EGFR-TKIs with HDAC inhibitors (see below-EMT). These discrepancies in preclinical data may be due to differential downstream effects produced by the ligands in each particular cell-line model.

Regarding clinical data on EGFR ligands and response to EGFR inhibitors, most studies have focused on the role of amphiregulin and TGFα. A retrospective study by Chang et al[32] evaluates amphiregulin expression by immunohistochemistry in NSCLC specimens. This work showed an association between amphiregulin expression (H-score >100) and better OS in patients treated with erlotinib or gefitinib.

Several publications[33,34] have reported on the role of serum levels of circulating amphiregulin (cAreg) and TGFα (cTGFα) in NSCLC patients treated with EGFR-TKIs.

Detection of these circulating markers may allow measurement of the total expression of these markers in different compartments and be a surrogate marker of the EGFR signalling intensity. A Japanese study showed that high levels of cAreg in serum were associated with lack of benefit from gefitinib[33]. In contrast, a study performed in the Netherlands concluded that patients presenting high levels of cAreg benefited from treatment with EGFR-TKIs[34]. The authors speculate that these differences may be based on ethnic differences.

More consistent data have been reported for cTGFα. It seems that high baseline TGFα predicts lack of benefit from erlotinib or gefitinib[33,35] or, accordingly, low levels before treatment predict benefit from EGFR-TKIs[34].

The convenience of measuring circulating levels of a protein to select patients for a treatment underlines the importance of validating these results in prospective trials. Validated cut-offs and techniques for these measurements are essential to ensure the applicability of these findings to day-to-day clinical practice.

Other members of the ERBB family

Upon ligand stimulation, EGFR forms homodimers or heterodimers with the other HER family members. Several studies[36,37] demonstrated the importance of the status of other EGFR family members in response to EGFR-TKIs. HER2 is overexpressed in various cancers through gene amplification that constitutively activates the protein. In lung cancer, HER2 amplification has been identified in a low percentage of patients and has been associated with poor prognosis[36]. HER2 mutations have also been identified in NSCLC in about 2% of patients[37]. The impact of these genetic abnormalities or overexpression of HER2 in the response to EGFR-TKI treatment in NSCLC has been evaluated.

For instance, HER2 mutations seem to predict for resistance to EGFR-TKIs[38] in NSCLC cells, while these remain sensitive to anti-HER2 treatments. In this study, knockdown of mutant HER2 induced cell death and sensitised these cells to EGFR-TKIs. In contrast, amplification/overexpression of the HER2 gene has been associated with moderate sensitivity to gefitinib and erlotinib[39]. Cell-line studies in NSCLC models show that overexpression of HER2 in EGFR-wt cells enhances sensitivity to gefitinib that acts specifically through the inhibition of the PI3K/Akt pathway[40,41]. In these models, a relevant role of HER3 in the observed response could not be ruled out; either through specific abrogation by gefitinib of HER2/3 heterodimers[40] or by the presence of coexpression of this receptor[41].

In the clinical setting, there is retrospective evidence showing that patients with EGFR-positive tumours (by immunohistochemistry) which harbour high HER2 copy numbers have better response and disease control rates when treated with gefitinib[42]. The clinical data on patients, whose tumours harbour HER2 mutation support the use of drugs such as trastuzumab or afatinib for these patients[37].

As discussed above, HER3 expression has also been associated with sensitivity to EGFR-TKIs. ErbB3 is unique among the ErbB family members because it lacks significant tyrosine kinase activity. However, it heterodimerizes with other members of the family and couples to the PI3K/Akt pathway, initiating intracellular signalling pathways. In preclinical models, it has been shown that EGFR-wt NSCLC cell lines are growth-inhibited by gefitinib when downregulation of the PI3K/Akt pathway is observed through ErbB3[41], and this has also been suggested in pancreatic cancer cells[43].

Results from a clinical study[44] suggest that HER3 expression is a predictor of response to EGFR-TKIs independent of EGFR mutational status, although more data are needed. HER4 mutations have also been identified in lung cancer[45]. The role of this receptor in lung cancer seems to be associated with chemoresistance[46] and there is one study that shows that a HER4 mutant cell line was resistant to gefitinib[39].

Overall, it seems that HER-family receptor status has an impact on the response of wild-type EGFR lung cancer to EGFR-TKIs and that combining EGFR-TKIs with other receptor inhibitors or the use of pan-HER inhibitors could be a promising strategy for the treatment of patients with activation of the HER family members.

Epithelial to mesenchymal transition

Epithelial-to-mesenchymal transition (EMT) is a cellular process that occurs both during critical phases of embryonic development and in carcinogenesis[47]. This transition is characterised by the loss of epithelial markers and acquisition of a mesenchymal phenotype, which enables cancer cells to invade surrounding tissues and generate distant metastases[48]. Loss of E-cadherin expression, a key protein in adhesive junctions between epithelial cells, is central to EMT. Therefore, E-cadherin-negative cells show a more invasive phenotype[47,48]. This process is initiated by the transcriptional factor Snail1. Although Snail1 is induced at the early phases of EMT its expression is not maintained in most mesenchymal cells; instead, E-cadherin silencing is dependent on other transcriptional repressors induced by Snail1, such as Zeb1 and 2[49]. Other markers of a mesenchymal phenotype are expression of vimentin, fibronectin or N-cadherin[47].

EMT has been associated with poor prognosis and chemoresistance in different tumour models[50-52].

Many studies[53-55] have demonstrated a correlation between sensitivity to EGFR-TKIs and EMT in lung cancer. A gene expression analysis[53] in NSCLC cell lines showed a correlation between expression of epithelial- or mesenchymal-related genes and growth inhibitory effect of erlotinib. Cell lines with an epithelial phenotype showed a lower IC50 compared to cells with a mesenchymal phenotype[54]. A similar study[55] reported differences in expression of vimentin and fibronectin between erlotinib-sensitive and erlotinib-insensitive cell lines. Cell lines overexpressing fibronectin and/or vimentin were insensitive to growth inhibition by erlotinib in vitro and in vivo, and no or little expression of these proteins was found in erlotinib-sensitive cells. Conversely, expression of E-cadherin and ErbB3 was found in erlotinib-sensitive cell lines and was absent in insensitive cell lines[20]. Comparable results have been observed using gefitinib in NSCLC, head and neck Squamous Cell Carcinoma (HNSCC) and hepatoma cell lines[56,57], which supports the hypothesis that EMT status is predictive of EGFR-TKI sensitivity. Moreover, Frederick et al[56] found gefitinib sensitivity to be more strongly related with epithelial or mesenchymal phenotype than with tumour origin, and, in the gene expression analysis, gefitinib-sensitive NSCLC clustered together with sensitive HNSCC cells, as did gefitinib-resistant cell lines of both histological origins. However, within the two sensitivity groups, HNSCC cells formed a cluster of distinct NSCLC cells.

To explore the clinical relevance of these observations, Yauch et al[53] evaluated E-cadherin membranous and cytoplasmatic staining in tumour samples from a subset of patients who had participated in the TRIBUTE trial. E-cadherin staining intensity was determined on a scale of 0-3, and patients divided into two groups: E-cadherin positive (2-3+); and E-cadherin negative (0-1+). No statistically significant differences were found between groups in terms of RR and OS. However, within the E-cadherin-positive staining subgroup, there was a statistical significant difference in time to progression favouring those receiving CHT + erlotinib vs those receiving CHT alone (34 vs 19.3 wk respectively; P = 0.003). Comparable results were observed analysing tumour samples of a subset of patients with chemorefractory NSCLC who had participated in the BATTLE trial[58]. Of 20 KRAS-wt/EGFR-wt tumours that received erlotinib, 8-wk disease control was superior in those tumours with an epithelial phenotype, although this was of borderline significance.

Several pathways have been explored as a mechanistic link between EMT and the EGFR pathway. In cell-line cultures, the biological activity of the EGFR pathway has been related to erlotinib sensitivity. In EGF-stimulated cells, erlotinib inhibited phosphorylation of Akt and Erk independent of EMT status. However, under baseline conditions, this effect could only be observed in epithelial-like cells[53].

The findings presented above point to a common capacity for mesenchymal-like cancer cells for bypassing the EGFR pathway and/or having alternative mechanisms to resist apoptosis and maintain their proliferative potential. Increased Akt and STAT3 activation through elevated expression of Integrin-linked kinase (ILK) was found in gefitinib-resistant hepatoma cell lines with a mesenchymal-like phenotype[57]. ILK is a serine/threonine protein kinase that is localised to focal adhesions and stimulated by engagement of integrins to the extracellular matrix[59]. ILK regulates E-cadherin levels through interaction with transcription factors such as Zeb1 and Snail[60], and up-regulation of ILK has been detected in mesenchymal-like cell lines. Fuchs et al[57] found that inhibition of ILK in two EGFR-TKI resistant hepatoma cell lines and mouse xenografts caused a decrease in p-Akt levels and restored cell sensitivity to gefitinib, partly through an EMT. Furthermore, ILK expression has been related to shorter survival and risk of recurrence in Japanese patients with Stage Ia-IIIa resected NSCLC[61].

Acquisition of platelet-derived growth factor receptor (PDGFR) and fibroblast growth factor receptor (FGFR) is another way for mesenchymal-like NSCLC cells to maintain survival independent of EGFR activity. In a study[57] with NSCLC cell lines, both epithelial and mesenchymal-like cells showed expression of PDGF ligands. However, expression of PDGFR alpha and beta was only detected in mesenchymal-like cells. In this study, EGFR blockade by erlotinib showed increased PDGFR autophosphorylation and downstream activation in mesenchymal-like cells. Similar findings were detected in regard to FGFR and FGF-ligand expression and activity. Interestingly, in a cell line that underwent an epithelial-to-mesenchymal-like transition induced by TGF-beta stimulation, increased levels of PDGFR, PDGF-ligands, FGFR, FGF-ligands and transcription factors (Snail, Zeb1 and Zeb2) were detected, along with a significant decrease in erlotinib-sensitivity. Treatment of this cell line with a TGF-beta receptor inhibitor reversed this process and re-sensitised the cells to erlotinib.

Moreover, transfection of E-cadherin in NSCLC cell lines resistant to gefitinib resulted in a decrease in cellular growth that was further enhanced in the presence of gefitinib. The apoptotic effect of gefitinib was increased in transfected cell lines compared to the parental cell controls. The activity of transcription factors such as Snail, Zeb1 and Sip1 ultimately leads to recruiting of histone deacetylases (HDAC) and, consequently, to chromatin condensation and gene silencing. HDAC inhibitors are currently being studied as anticancer treatment[62]. Inhibiting HDAC induces E-cadherin expression[63].

Witta et al[64] demonstrated a synergic effect of HDAC inhibitor MS-275 (entinostat) and gefitinib in 4 NSCLC cell lines resistant to EGFR-TKIs. Growth inhibitory and apoptotic effects of gefitinib increased after pre-treatment with 24 h of MS-275, and was similar to the effect of gefitinib alone in a cell line harbouring the L858R mutation. A phase II randomised study[64] in non-selected, previously treated patients with advanced NSCLC failed to show a benefit in PFS with the combination of erlotinib-entinostat vs erlotinib-placebo. However, subset analysis showed increased OS in patients with high E-cadherin levels in their tumour samples (9.5 mo vs 5.4 mo; P = 0.03)[64]. Thus, it appears that patients with a more epithelial-like tumour were the ones who benefited from the combination, while patients whose tumours had mainly lost E-cadherin expression did not. Therefore, reversion of EMT through HDAC inhibition would only be possible in an initial state of transformation, being more effective in preventing EGFR resistance than in restoring it.

Gene signatures

As the status of the EGFR or other family members does not completely explain the potential benefit from EGFR-TKIs, efforts have been made to evaluate gene signatures that may better predict for response to these drugs.

Several studies[65,66] have identified gene expression profiles that discriminate patients who benefit from EGFR-TKIs from those who do not. Kakiuchi et al[65] described a 12-gene signature obtained from human lung carcinoma samples with differential expression between responders and non-responders to gefitinib. Interestingly, some of these genes, such as Areg, TGFα and ADAM9, are directly related to the EGFR pathway. They also obtained serum samples from an independent cohort of patients and concluded that those with higher levels of circulating TGFα were classified as non- responders. They finally validated the Areg results with in vitro models, suggesting that Areg expression was associated with lack of response to gefitinib. Tan et al[66] described that the gene signature is not a strong predictor of benefit from erlotinib.

Another strategy has been to obtain the gene expression signature from lung cancer cell lines and then validate it in independent cell line or tumour samples. In this regard, Balko et al[67] and Coldren et al[68] generated > 100-gene signatures that exhibited enrichment in signal transduction functions between EGFR-inhibition sensitive and EGFR-inhibition resistant and were more robust than prediction based on mutational status alone.

The clear advantage of this approach is that study of the complexity of the tumour can be addressed by simultaneously evaluating multiple genes that may be involved in the behaviour of a particular tumour. However, in the attempt to limit the number of genes to be used in a platform, we are probably leaving out genes that are more relevant than the ones we include. Further validation in human samples from patients treated with these drugs is warranted.


MicroRNAs are regulatory RNAs that are responsible for post-transcriptional gene silencing by degrading the mRNA or preventing its translation. One study[69] using NSCLC-cell-line expression data identified a 13-gene miRNA signature that predicted sensitivity to erlotinib. These miRNAs were involved in the control of the expression of proteins involved in EMT.

There are also studies that identify single miRNAs as predictors of response to EGFR-TKIs. Chen et al[70] identify miR-146a as overexpressed in cell-line models with activated EGFR. This microRNA was also a predictor of inhibitory response to erlotinib, gefitinib and afatinib. An additional study[71], based on head and neck cancer cell lines, identifies miR-7 as a tumour-suppressor gene that regulated EGFR expression and downstream signalling and enhanced sensitivity to erlotinib. An unpublished study by Li et al[72], performed in NSCLC cell lines and then validated in patients’ samples, demonstrates an association between expression of miR-200c, epithelial phenotype and response to EGFR-TKIs in EGFR-wt patients.

This area is currently being actively investigated and will probably provide interesting data on other regulatory mechanisms of EGFR that may affect the response to EGFR-TKIs.


Lastly, there are some publications reporting evidence of serum- or plasma-based assays as predictors of response to EGFR-TKIs. VeriStrat® is the test with the most solid data that we will review here.

VeriStrat® is a commercially available serum- or plasma-based test which uses matrix- assisted laser desorption ionisation (MALDI) mass spectrometry methods. It was developed through a training set of serum samples obtained before treatment from patients who experienced long-term stable disease or early progression on gefitinib therapy[73]. Mass spectra (MS) from these patients’ serum samples were used to define eight MS features, differentiating these two outcome groups.

The commercial test uses a fixed set of parameters established during the development phase and assigns each spectrum a binary classification of Good or Poor. Two independent cohorts of patients[73] who were treated with gefitinib or erlotinib confirmed that patients classified as Good had better outcomes than patients classified as Poor (HR for death 0.47, P = 0.009 and HR for death 0.33, P = 0.0007). VeriStrat® was not predictive of benefit in patients receiving other treatments[73]. A more recent study[74] further validated the role of VeriStrat® as a predictor of benefit from EGFR-TKIs. Good VeriStrat® classification was associated with better outcome in patients in the placebo arm. Regarding prediction of response, Good patients had a higher response rate than poor patients (11.5% vs 1.1%, P = 0.002), with a Good classification remaining independently correlated with response after adjustment for potential confounding factors. However, for both OS and PFS, VeriStrat® was prognostic but not predictive of differential benefit from erlotinib, leading to doubts about the clinical utility of this test for decision making. A prospective study[75] to test this hypothesis was finally set up and preliminary data show that patients classified as VeriStrat Poor performed worse when treated with erlotinib compared to chemotherapy.


Similar data have been consistently reported about the limited but significant benefit of EGFR-TKIs in a subset of patients with EGFR-wt NSCLC. Many potential biological mechanisms could underlie these observations. However, lack of prospective and validated data preclude drawing robust conclusions. Moreover, combination therapies blocking the EGFR pathway with other “escape” pathways provide an additional potentially beneficial approach to the treatment of patients with somewhat EGFR-dependent tumours. Additional studies specifically designed for the validation of these hypotheses are warranted in order to be able to translate these findings to the clinic.


P- Reviewer: Ke YQ, Neninger E S- Editor: Tian YL L- Editor: A E- Editor: Wu HL

1.  Shepherd FA, Rodrigues Pereira J, Ciuleanu T, Tan EH, Hirsh V, Thongprasert S, Campos D, Maoleekoonpiroj S, Smylie M, Martins R. Erlotinib in previously treated non-small-cell lung cancer. N Engl J Med. 2005;353:123-132.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 4223]  [Cited by in F6Publishing: 4173]  [Article Influence: 219.6]  [Reference Citation Analysis (0)]
2.  Fukuoka M, Yano S, Giaccone G, Tamura T, Nakagawa K, Douillard JY, Nishiwaki Y, Vansteenkiste J, Kudoh S, Rischin D. Multi-institutional randomized phase II trial of gefitinib for previously treated patients with advanced non-small-cell lung cancer (The IDEAL 1 Trial) [corrected]. J Clin Oncol. 2003;21:2237-2246.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2363]  [Cited by in F6Publishing: 2240]  [Article Influence: 106.7]  [Reference Citation Analysis (0)]
3.  Garassino MC, Martelli O, Broggini M, Farina G, Veronese S, Rulli E, Bianchi F, Bettini A, Longo F, Moscetti L. Erlotinib versus docetaxel as second-line treatment of patients with advanced non-small-cell lung cancer and wild-type EGFR tumours (TAILOR): a randomised controlled trial. Lancet Oncol. 2013;14:981-988.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 349]  [Cited by in F6Publishing: 394]  [Article Influence: 35.8]  [Reference Citation Analysis (0)]
4.  Okano Y, Ando M, Asami K, Fukuda M, Nakagawa H, Ibata H, Kozuki T, Endo T, Tamura A, Kamimura M. Randomized phase III trial of erlotinib (E) versus docetaxel (D) as second-or third-line therapy in patients with advanced non-small cell lung cancer (NSCLC) who have wild-type or mutant epidermal growth factor receptor (EGFR): Docetaxel and Erlotinib Lung Cancer Trial (DELTA). J Clin Oncol. 2013;31 Suppl:abstr 8006.  [PubMed]  [DOI]  [Cited in This Article: ]
5.  Zhou Q, Cheng Y, Zhao M, Yang J, Yan H, Song Y, Chen J, Feng W, Xu C, Wu Y. Final results of CTONG 0806: a phase II trial comparing pemetrexed with gefitinib as second-line treatment of advanced non-squamous NSCLC patients with wild-type EGFR. J Thorac Oncol. 2013;8:s194-s195.  [PubMed]  [DOI]  [Cited in This Article: ]
6.  Fossella FV, DeVore R, Kerr RN, Crawford J, Natale RR, Dunphy F, Kalman L, Miller V, Lee JS, Moore M. Randomized phase III trial of docetaxel versus vinorelbine or ifosfamide in patients with advanced non-small-cell lung cancer previously treated with platinum-containing chemotherapy regimens. The TAX 320 Non-Small Cell Lung Cancer Study Group. J Clin Oncol. 2000;18:2354-2362.  [PubMed]  [DOI]  [Cited in This Article: ]
7.  Hanna N, Shepherd FA, Fossella FV, Pereira JR, De Marinis F, von Pawel J, Gatzemeier U, Tsao TC, Pless M, Muller T. Randomized phase III trial of pemetrexed versus docetaxel in patients with non-small-cell lung cancer previously treated with chemotherapy. J Clin Oncol. 2004;22:1589-1597.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1940]  [Cited by in F6Publishing: 2016]  [Article Influence: 100.8]  [Reference Citation Analysis (0)]
8.  Mok TS, Wu YL, Thongprasert S, Yang CH, Chu DT, Saijo N, Sunpaweravong P, Han B, Margono B, Ichinose Y. Gefitinib or carboplatin-paclitaxel in pulmonary adenocarcinoma. N Engl J Med. 2009;361:947-957.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 5906]  [Cited by in F6Publishing: 6270]  [Article Influence: 418.0]  [Reference Citation Analysis (0)]
9.  Rosell R, Carcereny E, Gervais R, Vergnenegre A, Massuti B, Felip E, Palmero R, Garcia-Gomez R, Pallares C, Sanchez JM. Erlotinib versus standard chemotherapy as first-line treatment for European patients with advanced EGFR mutation-positive non-small-cell lung cancer (EURTAC): a multicentre, open-label, randomised phase 3 trial. Lancet Oncol. 2012;13:239-246.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 3670]  [Cited by in F6Publishing: 4190]  [Article Influence: 349.2]  [Reference Citation Analysis (0)]
10.  Lee CK, Brown C, Gralla RJ, Hirsh V, Thongprasert S, Tsai CM, Tan EH, Ho JC, Chu da T, Zaatar A. Impact of EGFR inhibitor in non-small cell lung cancer on progression-free and overall survival: a meta-analysis. J Natl Cancer Inst. 2013;105:595-605.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 361]  [Cited by in F6Publishing: 382]  [Article Influence: 34.7]  [Reference Citation Analysis (0)]
11.  Giaccone G, Herbst RS, Manegold C, Scagliotti G, Rosell R, Miller V, Natale RB, Schiller JH, Von Pawel J, Pluzanska A. Gefitinib in combination with gemcitabine and cisplatin in advanced non-small-cell lung cancer: a phase III trial--INTACT 1. J Clin Oncol. 2004;22:777-784.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1324]  [Cited by in F6Publishing: 1287]  [Article Influence: 64.4]  [Reference Citation Analysis (0)]
12.  Legg DE, Kumar R, Watson DW, Lloyd JE. Seasonal movement and spatial distribution of the sheep ked (Diptera: Hippoboscidae) on Wyoming lambs. J Econ Entomol. 1991;84:1532-1539.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 660]  [Cited by in F6Publishing: 676]  [Article Influence: 39.8]  [Reference Citation Analysis (0)]
13.  Herbst RS, Giaccone G, Schiller JH, Natale RB, Miller V, Manegold C, Scagliotti G, Rosell R, Oliff I, Reeves JA. Gefitinib in combination with paclitaxel and carboplatin in advanced non-small-cell lung cancer: a phase III trial--INTACT 2. J Clin Oncol. 2004;22:785-794.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1323]  [Cited by in F6Publishing: 1280]  [Article Influence: 64.0]  [Reference Citation Analysis (0)]
14.  Herbst RS, Prager D, Hermann R, Fehrenbacher L, Johnson BE, Sandler A, Kris MG, Tran HT, Klein P, Li X. TRIBUTE: a phase III trial of erlotinib hydrochloride (OSI-774) combined with carboplatin and paclitaxel chemotherapy in advanced non-small-cell lung cancer. J Clin Oncol. 2005;23:5892-5899.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1120]  [Cited by in F6Publishing: 1109]  [Article Influence: 58.4]  [Reference Citation Analysis (0)]
15.  Cappuzzo F, Ciuleanu T, Stelmakh L, Cicenas S, Szczésna A, Juhász E, Esteban E, Molinier O, Brugger W, Melezínek I. Erlotinib as maintenance treatment in advanced non-small-cell lung cancer: a multicentre, randomised, placebo-controlled phase 3 study. Lancet Oncol. 2010;11:521-529.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 856]  [Cited by in F6Publishing: 894]  [Article Influence: 63.9]  [Reference Citation Analysis (0)]
16.  Paz-Ares LG, de Marinis F, Dediu M, Thomas M, Pujol JL, Bidoli P, Molinier O, Sahoo TP, Laack E, Reck M. PARAMOUNT: Final overall survival results of the phase III study of maintenance pemetrexed versus placebo immediately after induction treatment with pemetrexed plus cisplatin for advanced nonsquamous non-small-cell lung cancer. J Clin Oncol. 2013;31:2895-2902.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 414]  [Cited by in F6Publishing: 445]  [Article Influence: 40.5]  [Reference Citation Analysis (0)]
17.  Johnson BE, Kabbinavar F, Fehrenbacher L, Hainsworth J, Kasubhai S, Kressel B, Lin CY, Marsland T, Patel T, Polikoff J. ATLAS: randomized, double-blind, placebo-controlled, phase IIIB trial comparing bevacizumab therapy with or without erlotinib, after completion of chemotherapy, with bevacizumab for first-line treatment of advanced non-small-cell lung cancer. J Clin Oncol. 2013;31:3926-3934.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 119]  [Cited by in F6Publishing: 134]  [Article Influence: 12.2]  [Reference Citation Analysis (0)]
18.  Gaafar RM, Surmont VF, Scagliotti GV, Van Klaveren RJ, Papamichael D, Welch JJ, Hasan B, Torri V, van Meerbeeck JP. A double-blind, randomised, placebo-controlled phase III intergroup study of gefitinib in patients with advanced NSCLC, non-progressing after first line platinum-based chemotherapy (EORTC 08021/ILCP 01/03). Eur J Cancer. 2011;47:2331-2340.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 66]  [Cited by in F6Publishing: 88]  [Article Influence: 6.8]  [Reference Citation Analysis (0)]
19.  Thatcher N, Chang A, Parikh P, Rodrigues Pereira J, Ciuleanu T, von Pawel J, Thongprasert S, Tan EH, Pemberton K, Archer V. Gefitinib plus best supportive care in previously treated patients with refractory advanced non-small-cell lung cancer: results from a randomised, placebo-controlled, multicentre study (Iressa Survival Evaluation in Lung Cancer). Lancet. 2005;366:1527-1537.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1624]  [Cited by in F6Publishing: 1610]  [Article Influence: 84.7]  [Reference Citation Analysis (0)]
20.  Zhu CQ, da Cunha Santos G, Ding K, Sakurada A, Cutz JC, Liu N, Zhang T, Marrano P, Whitehead M, Squire JA. Role of KRAS and EGFR as biomarkers of response to erlotinib in National Cancer Institute of Canada Clinical Trials Group Study BR.21. J Clin Oncol. 2008;26:4268-4275.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 529]  [Cited by in F6Publishing: 582]  [Article Influence: 36.4]  [Reference Citation Analysis (0)]
21.  Hirsch FR, Varella-Garcia M, Bunn PA, Franklin WA, Dziadziuszko R, Thatcher N, Chang A, Parikh P, Pereira JR, Ciuleanu T. Molecular predictors of outcome with gefitinib in a phase III placebo-controlled study in advanced non-small-cell lung cancer. J Clin Oncol. 2006;24:5034-5042.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 562]  [Cited by in F6Publishing: 560]  [Article Influence: 31.1]  [Reference Citation Analysis (0)]
22.  Kim ES, Hirsh V, Mok T, Socinski MA, Gervais R, Wu YL, Li LY, Watkins CL, Sellers MV, Lowe ES. Gefitinib versus docetaxel in previously treated non-small-cell lung cancer (INTEREST): a randomised phase III trial. Lancet. 2008;372:1809-1818.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 947]  [Cited by in F6Publishing: 997]  [Article Influence: 62.3]  [Reference Citation Analysis (0)]
23.  Douillard JY, Shepherd FA, Hirsh V, Mok T, Socinski MA, Gervais R, Liao ML, Bischoff H, Reck M, Sellers MV. Molecular predictors of outcome with gefitinib and docetaxel in previously treated non-small-cell lung cancer: data from the randomized phase III INTEREST trial. J Clin Oncol. 2010;28:744-752.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 366]  [Cited by in F6Publishing: 382]  [Article Influence: 25.5]  [Reference Citation Analysis (0)]
24.  Ciuleanu T, Stelmakh L, Cicenas S, Miliauskas S, Grigorescu AC, Hillenbach C, Johannsdottir HK, Klughammer B, Gonzalez EE. Efficacy and safety of erlotinib versus chemotherapy in second-line treatment of patients with advanced, non-small-cell lung cancer with poor prognosis (TITAN): a randomised multicentre, open-label, phase 3 study. Lancet Oncol. 2012;13:300-308.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 265]  [Cited by in F6Publishing: 303]  [Article Influence: 25.3]  [Reference Citation Analysis (0)]
25.  Karampeazis A, Voutsina A, Souglakos J, Kentepozidis N, Giassas S, Christofillakis C, Kotsakis A, Papakotoulas P, Rapti A, Agelidou M. Pemetrexed versus erlotinib in pretreated patients with advanced non-small cell lung cancer: a Hellenic Oncology Research Group (HORG) randomized phase 3 study. Cancer. 2013;119:2754-2764.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 84]  [Cited by in F6Publishing: 95]  [Article Influence: 8.6]  [Reference Citation Analysis (0)]
26.  Yang J, Cheng Y, Zhao M, Zhou Q, Yan H, Zhang L, Song Y, Chen J, Feng W, Xu C. A phase II trial comparing pemetrexed with gefitinib as the second-line treatment of nonsquamous NSCLC patients with wild-type EGFR (CTONG0806). J Clin Oncol. 2013;31 Suppl:abstr 8042.  [PubMed]  [DOI]  [Cited in This Article: ]
27.  Lynch TJ, Bell DW, Sordella R, Gurubhagavatula S, Okimoto RA, Brannigan BW, Harris PL, Haserlat SM, Supko JG, Haluska FG. Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med. 2004;350:2129-2139.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 8739]  [Cited by in F6Publishing: 8622]  [Article Influence: 431.1]  [Reference Citation Analysis (0)]
28.  Singh AB, Harris RC. Autocrine, paracrine and juxtacrine signaling by EGFR ligands. Cell Signal. 2005;17:1183-1193.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 266]  [Cited by in F6Publishing: 278]  [Article Influence: 14.6]  [Reference Citation Analysis (0)]
29.  Yonesaka K, Zejnullahu K, Lindeman N, Homes AJ, Jackman DM, Zhao F, Rogers AM, Johnson BE, Jänne PA. Autocrine production of amphiregulin predicts sensitivity to both gefitinib and cetuximab in EGFR wild-type cancers. Clin Cancer Res. 2008;14:6963-6973.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 95]  [Cited by in F6Publishing: 99]  [Article Influence: 6.2]  [Reference Citation Analysis (0)]
30.  Busser B, Sancey L, Josserand V, Niang C, Favrot MC, Coll JL, Hurbin A. Amphiregulin promotes BAX inhibition and resistance to gefitinib in non-small-cell lung cancers. Mol Ther. 2010;18:528-535.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 39]  [Cited by in F6Publishing: 45]  [Article Influence: 3.0]  [Reference Citation Analysis (0)]
31.  Busser B, Sancey L, Josserand V, Niang C, Khochbin S, Favrot MC, Coll JL, Hurbin A. Amphiregulin promotes resistance to gefitinib in nonsmall cell lung cancer cells by regulating Ku70 acetylation. Mol Ther. 2010;18:536-543.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 25]  [Cited by in F6Publishing: 29]  [Article Influence: 1.9]  [Reference Citation Analysis (0)]
32.  Chang MH, Ahn HK, Lee J, Jung CK, Choi YL, Park YH, Ahn JS, Park K, Ahn MJ. Clinical impact of amphiregulin expression in patients with epidermal growth factor receptor (EGFR) wild-type nonsmall cell lung cancer treated with EGFR-tyrosine kinase inhibitors. Cancer. 2011;117:143-151.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 24]  [Cited by in F6Publishing: 28]  [Article Influence: 2.0]  [Reference Citation Analysis (0)]
33.  Ishikawa N, Daigo Y, Takano A, Taniwaki M, Kato T, Hayama S, Murakami H, Takeshima Y, Inai K, Nishimura H. Increases of amphiregulin and transforming growth factor-alpha in serum as predictors of poor response to gefitinib among patients with advanced non-small cell lung cancers. Cancer Res. 2005;65:9176-9184.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 147]  [Cited by in F6Publishing: 156]  [Article Influence: 8.2]  [Reference Citation Analysis (0)]
34.  Vollebergh MA, Kappers I, Klomp HM, Buning-Kager JC, Korse CM, Hauptmann M, de Visser KE, van den Heuvel MM, Linn SC. Ligands of epidermal growth factor receptor and the insulin-like growth factor family as serum biomarkers for response to epidermal growth factor receptor inhibitors in patients with advanced non-small cell lung cancer. J Thorac Oncol. 2010;5:1939-1948.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 22]  [Cited by in F6Publishing: 25]  [Article Influence: 1.8]  [Reference Citation Analysis (0)]
35.  Addison CL, Ding K, Zhao H, Le Maître A, Goss GD, Seymour L, Tsao MS, Shepherd FA, Bradbury PA. Plasma transforming growth factor alpha and amphiregulin protein levels in NCIC Clinical Trials Group BR.21. J Clin Oncol. 2010;28:5247-5256.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 43]  [Cited by in F6Publishing: 47]  [Article Influence: 3.4]  [Reference Citation Analysis (0)]
36.  Nakamura H, Saji H, Ogata A, Hosaka M, Hagiwara M, Kawasaki N, Kato H. Correlation between encoded protein overexpression and copy number of the HER2 gene with survival in non-small cell lung cancer. Int J Cancer. 2003;103:61-66.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 48]  [Cited by in F6Publishing: 52]  [Article Influence: 2.5]  [Reference Citation Analysis (0)]
37.  Mazières J, Peters S, Lepage B, Cortot AB, Barlesi F, Beau-Faller M, Besse B, Blons H, Mansuet-Lupo A, Urban T. Lung cancer that harbors an HER2 mutation: epidemiologic characteristics and therapeutic perspectives. J Clin Oncol. 2013;31:1997-2003.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 430]  [Cited by in F6Publishing: 479]  [Article Influence: 43.5]  [Reference Citation Analysis (0)]
38.  Wang SE, Narasanna A, Perez-Torres M, Xiang B, Wu FY, Yang S, Carpenter G, Gazdar AF, Muthuswamy SK, Arteaga CL. HER2 kinase domain mutation results in constitutive phosphorylation and activation of HER2 and EGFR and resistance to EGFR tyrosine kinase inhibitors. Cancer Cell. 2006;10:25-38.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 348]  [Cited by in F6Publishing: 360]  [Article Influence: 20.0]  [Reference Citation Analysis (0)]
39.  Gandhi J, Zhang J, Xie Y, Soh J, Shigematsu H, Zhang W, Yamamoto H, Peyton M, Girard L, Lockwood WW. Alterations in genes of the EGFR signaling pathway and their relationship to EGFR tyrosine kinase inhibitor sensitivity in lung cancer cell lines. PLoS One. 2009;4:e4576.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 151]  [Cited by in F6Publishing: 153]  [Article Influence: 10.2]  [Reference Citation Analysis (0)]
40.  Hirata A, Hosoi F, Miyagawa M, Ueda S, Naito S, Fujii T, Kuwano M, Ono M. HER2 overexpression increases sensitivity to gefitinib, an epidermal growth factor receptor tyrosine kinase inhibitor, through inhibition of HER2/HER3 heterodimer formation in lung cancer cells. Cancer Res. 2005;65:4253-4260.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 87]  [Cited by in F6Publishing: 91]  [Article Influence: 4.8]  [Reference Citation Analysis (0)]
41.  Amann J, Kalyankrishna S, Massion PP, Ohm JE, Girard L, Shigematsu H, Peyton M, Juroske D, Huang Y, Stuart Salmon J. Aberrant epidermal growth factor receptor signaling and enhanced sensitivity to EGFR inhibitors in lung cancer. Cancer Res. 2005;65:226-235.  [PubMed]  [DOI]  [Cited in This Article: ]
42.  Cappuzzo F, Varella-Garcia M, Shigematsu H, Domenichini I, Bartolini S, Ceresoli GL, Rossi E, Ludovini V, Gregorc V, Toschi L. Increased HER2 gene copy number is associated with response to gefitinib therapy in epidermal growth factor receptor-positive non-small-cell lung cancer patients. J Clin Oncol. 2005;23:5007-5018.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 281]  [Cited by in F6Publishing: 279]  [Article Influence: 14.7]  [Reference Citation Analysis (0)]
43.  Buck E, Eyzaguirre A, Haley JD, Gibson NW, Cagnoni P, Iwata KK. Inactivation of Akt by the epidermal growth factor receptor inhibitor erlotinib is mediated by HER-3 in pancreatic and colorectal tumor cell lines and contributes to erlotinib sensitivity. Mol Cancer Ther. 2006;5:2051-2059.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 92]  [Cited by in F6Publishing: 100]  [Article Influence: 5.6]  [Reference Citation Analysis (0)]
44.  Cappuzzo F, Toschi L, Domenichini I, Bartolini S, Ceresoli GL, Rossi E, Ludovini V, Cancellieri A, Magrini E, Bemis L. HER3 genomic gain and sensitivity to gefitinib in advanced non-small-cell lung cancer patients. Br J Cancer. 2005;93:1334-1340.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 65]  [Cited by in F6Publishing: 67]  [Article Influence: 3.7]  [Reference Citation Analysis (0)]
45.  Ding L, Getz G, Wheeler DA, Mardis ER, McLellan MD, Cibulskis K, Sougnez C, Greulich H, Muzny DM, Morgan MB. Somatic mutations affect key pathways in lung adenocarcinoma. Nature. 2008;455:1069-1075.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2058]  [Cited by in F6Publishing: 2037]  [Article Influence: 127.3]  [Reference Citation Analysis (0)]
46.  Hegde HV, Bhat RL, Shanbag RD, Bharat M, Rao PR. Unmasking of tracheomalacia following short-term mechanical ventilation in a patient of adult respiratory distress syndrome. Indian J Anaesth. 2012;56:171-174.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 3]  [Cited by in F6Publishing: 4]  [Article Influence: 0.3]  [Reference Citation Analysis (0)]
47.  Thiery JP. Epithelial-mesenchymal transitions in tumour progression. Nat Rev Cancer. 2002;2:442-454.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 4877]  [Cited by in F6Publishing: 4992]  [Article Influence: 226.9]  [Reference Citation Analysis (0)]
48.  De Craene B, Berx G. Regulatory networks defining EMT during cancer initiation and progression. Nat Rev Cancer. 2013;13:97-110.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1763]  [Cited by in F6Publishing: 1887]  [Article Influence: 171.5]  [Reference Citation Analysis (0)]
49.  García de Herreros A, Baulida J. Cooperation, amplification, and feed-back in epithelial-mesenchymal transition. Biochim Biophys Acta. 2012;1825:223-228.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 11]  [Cited by in F6Publishing: 30]  [Article Influence: 2.5]  [Reference Citation Analysis (0)]
50.  Cañadas I, Rojo F, Taus Á, Arpí O, Arumí-Uría M, Pijuan L, Menéndez S, Zazo S, Dómine M, Salido M. Targeting epithelial-to-mesenchymal transition with Met inhibitors reverts chemoresistance in small cell lung cancer. Clin Cancer Res. 2014;20:938-950.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 87]  [Cited by in F6Publishing: 95]  [Article Influence: 8.6]  [Reference Citation Analysis (0)]
51.  Vendrell JA, Thollet A, Nguyen NT, Ghayad SE, Vinot S, Bièche I, Grisard E, Josserand V, Coll JL, Roux P. ZNF217 is a marker of poor prognosis in breast cancer that drives epithelial-mesenchymal transition and invasion. Cancer Res. 2012;72:3593-3606.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 77]  [Cited by in F6Publishing: 83]  [Article Influence: 6.9]  [Reference Citation Analysis (0)]
52.  Yang MH, Wu MZ, Chiou SH, Chen PM, Chang SY, Liu CJ, Teng SC, Wu KJ. Direct regulation of TWIST by HIF-1alpha promotes metastasis. Nat Cell Biol. 2008;10:295-305.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 973]  [Cited by in F6Publishing: 1024]  [Article Influence: 64.0]  [Reference Citation Analysis (0)]
53.  Yauch RL, Januario T, Eberhard DA, Cavet G, Zhu W, Fu L, Pham TQ, Soriano R, Stinson J, Seshagiri S. Epithelial versus mesenchymal phenotype determines in vitro sensitivity and predicts clinical activity of erlotinib in lung cancer patients. Clin Cancer Res. 2005;11:8686-8698.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 398]  [Cited by in F6Publishing: 409]  [Article Influence: 22.7]  [Reference Citation Analysis (0)]
54.  Witta SE, Gemmill RM, Hirsch FR, Coldren CD, Hedman K, Ravdel L, Helfrich B, Dziadziuszko R, Chan DC, Sugita M. Restoring E-cadherin expression increases sensitivity to epidermal growth factor receptor inhibitors in lung cancer cell lines. Cancer Res. 2006;66:944-950.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 398]  [Cited by in F6Publishing: 425]  [Article Influence: 23.6]  [Reference Citation Analysis (0)]
55.  Thomson S, Buck E, Petti F, Griffin G, Brown E, Ramnarine N, Iwata KK, Gibson N, Haley JD. Epithelial to mesenchymal transition is a determinant of sensitivity of non-small-cell lung carcinoma cell lines and xenografts to epidermal growth factor receptor inhibition. Cancer Res. 2005;65:9455-9462.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 504]  [Cited by in F6Publishing: 538]  [Article Influence: 28.3]  [Reference Citation Analysis (0)]
56.  Frederick BA, Helfrich BA, Coldren CD, Zheng D, Chan D, Bunn PA, Raben D. Epithelial to mesenchymal transition predicts gefitinib resistance in cell lines of head and neck squamous cell carcinoma and non-small cell lung carcinoma. Mol Cancer Ther. 2007;6:1683-1691.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 206]  [Cited by in F6Publishing: 212]  [Article Influence: 12.5]  [Reference Citation Analysis (0)]
57.  Fuchs BC, Fujii T, Dorfman JD, Goodwin JM, Zhu AX, Lanuti M, Tanabe KK. Epithelial-to-mesenchymal transition and integrin-linked kinase mediate sensitivity to epidermal growth factor receptor inhibition in human hepatoma cells. Cancer Res. 2008;68:2391-2399.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 237]  [Cited by in F6Publishing: 256]  [Article Influence: 16.0]  [Reference Citation Analysis (0)]
58.  Byers LA, Diao L, Wang J, Saintigny P, Girard L, Peyton M, Shen L, Fan Y, Giri U, Tumula PK. An epithelial-mesenchymal transition gene signature predicts resistance to EGFR and PI3K inhibitors and identifies Axl as a therapeutic target for overcoming EGFR inhibitor resistance. Clin Cancer Res. 2013;19:279-290.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 671]  [Cited by in F6Publishing: 758]  [Article Influence: 63.2]  [Reference Citation Analysis (0)]
59.  Oloumi A, McPhee T, Dedhar S. Regulation of E-cadherin expression and beta-catenin/Tcf transcriptional activity by the integrin-linked kinase. Biochim Biophys Acta. 2004;1691:1-15.  [PubMed]  [DOI]  [Cited in This Article: ]
60.  Hannigan G, Troussard AA, Dedhar S. Integrin-linked kinase: a cancer therapeutic target unique among its ILK. Nat Rev Cancer. 2005;5:51-63.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 465]  [Cited by in F6Publishing: 483]  [Article Influence: 25.4]  [Reference Citation Analysis (0)]
61.  Takanami I. Increased expression of integrin-linked kinase is associated with shorter survival in non-small cell lung cancer. BMC Cancer. 2005;5:1.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 71]  [Cited by in F6Publishing: 77]  [Article Influence: 4.1]  [Reference Citation Analysis (0)]
62.  Bolden JE, Peart MJ, Johnstone RW. Anticancer activities of histone deacetylase inhibitors. Nat Rev Drug Discov. 2006;5:769-784.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2201]  [Cited by in F6Publishing: 2232]  [Article Influence: 124.0]  [Reference Citation Analysis (0)]
63.  Marks PA, Richon VM, Rifkind RA. Histone deacetylase inhibitors: inducers of differentiation or apoptosis of transformed cells. J Natl Cancer Inst. 2000;92:1210-1216.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 883]  [Cited by in F6Publishing: 879]  [Article Influence: 36.6]  [Reference Citation Analysis (0)]
64.  Witta SE, Jotte RM, Konduri K, Neubauer MA, Spira AI, Ruxer RL, Varella-Garcia M, Bunn PA, Hirsch FR. Randomized phase II trial of erlotinib with and without entinostat in patients with advanced non-small-cell lung cancer who progressed on prior chemotherapy. J Clin Oncol. 2012;30:2248-2255.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 131]  [Cited by in F6Publishing: 140]  [Article Influence: 11.7]  [Reference Citation Analysis (0)]
65.  Kakiuchi S, Daigo Y, Ishikawa N, Furukawa C, Tsunoda T, Yano S, Nakagawa K, Tsuruo T, Kohno N, Fukuoka M. Prediction of sensitivity of advanced non-small cell lung cancers to gefitinib (Iressa, ZD1839). Hum Mol Genet. 2004;13:3029-3043.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 129]  [Cited by in F6Publishing: 127]  [Article Influence: 6.4]  [Reference Citation Analysis (0)]
66.  Tan EH, Ramlau R, Pluzanska A, Kuo HP, Reck M, Milanowski J, Au JS, Felip E, Yang PC, Damyanov D. A multicentre phase II gene expression profiling study of putative relationships between tumour biomarkers and clinical response with erlotinib in non-small-cell lung cancer. Ann Oncol. 2010;21:217-222.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 29]  [Cited by in F6Publishing: 34]  [Article Influence: 2.4]  [Reference Citation Analysis (0)]
67.  Balko JM, Potti A, Saunders C, Stromberg A, Haura EB, Black EP. Gene expression patterns that predict sensitivity to epidermal growth factor receptor tyrosine kinase inhibitors in lung cancer cell lines and human lung tumors. BMC Genomics. 2006;7:289.  [PubMed]  [DOI]  [Cited in This Article: ]
68.  Coldren CD, Helfrich BA, Witta SE, Sugita M, Lapadat R, Zeng C, Barón A, Franklin WA, Hirsch FR, Geraci MW. Baseline gene expression predicts sensitivity to gefitinib in non-small cell lung cancer cell lines. Mol Cancer Res. 2006;4:521-528.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 103]  [Cited by in F6Publishing: 116]  [Article Influence: 6.4]  [Reference Citation Analysis (0)]
69.  Bryant JL, Britson J, Balko JM, Willian M, Timmons R, Frolov A, Black EP. A microRNA gene expression signature predicts response to erlotinib in epithelial cancer cell lines and targets EMT. Br J Cancer. 2012;106:148-156.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 62]  [Cited by in F6Publishing: 66]  [Article Influence: 5.1]  [Reference Citation Analysis (0)]
70.  Chen G, Umelo IA, Lv S, Teugels E, Fostier K, Kronenberger P, Dewaele A, Sadones J, Geers C, De Grève J. miR-146a inhibits cell growth, cell migration and induces apoptosis in non-small cell lung cancer cells. PLoS One. 2013;8:e60317.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 194]  [Cited by in F6Publishing: 214]  [Article Influence: 19.5]  [Reference Citation Analysis (0)]
71.  Kalinowski FC, Giles KM, Candy PA, Ali A, Ganda C, Epis MR, Webster RJ, Leedman PJ. Regulation of epidermal growth factor receptor signaling and erlotinib sensitivity in head and neck cancer cells by miR-7. PLoS One. 2012;7:e47067.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 63]  [Cited by in F6Publishing: 62]  [Article Influence: 5.2]  [Reference Citation Analysis (0)]
72.  Li J, Li X, Ren S, chen X, Zhou C.  EGFR wild-type NSCLC patients with high miR-200c expression can benefit from EGFR-TKI. 15th World Conference on Lung Cancer;. 2013;Oct 27-30; Sydney, Austrila.  [PubMed]  [DOI]  [Cited in This Article: ]
73.  Taguchi F, Solomon B, Gregorc V, Roder H, Gray R, Kasahara K, Nishio M, Brahmer J, Spreafico A, Ludovini V. Mass spectrometry to classify non-small-cell lung cancer patients for clinical outcome after treatment with epidermal growth factor receptor tyrosine kinase inhibitors: a multicohort cross-institutional study. J Natl Cancer Inst. 2007;99:838-846.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 228]  [Cited by in F6Publishing: 258]  [Article Influence: 15.2]  [Reference Citation Analysis (0)]
74.  Carbone DP, Ding K, Roder H, Grigorieva J, Roder J, Tsao MS, Seymour L, Shepherd FA. Prognostic and predictive role of the VeriStrat plasma test in patients with advanced non-small-cell lung cancer treated with erlotinib or placebo in the NCIC Clinical Trials Group BR.21 trial. J Thorac Oncol. 2012;7:1653-1660.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 72]  [Cited by in F6Publishing: 92]  [Article Influence: 8.4]  [Reference Citation Analysis (0)]
75.  Lazzari C, Novello S, Bami S, Aieta M, De Martinis F, De Pass T, Grossi F, Mencoboni M, Bearz A, Floriani I. Randomized proteomic stratified phase III study of second-line erlotinib (E) versus chemotherapy (CT) in patients with inoperable non-small cell lung cancer (PROSE). J Clin Oncol. 2013;31 Suppl:abstrLBA8005.  [PubMed]  [DOI]  [Cited in This Article: ]