Abstract
Lung cancer is the most commonly diagnosed cancer in the world. “Driver” and “passenger” mutations identified in lung cancer indicate that genetics play a major role in the development of the disease, progression, metastasis and response to therapy. Survival rates for lung cancer treatment have remained stagnant at ~15% over the past 40 years in patients with disseminated disease despite advances in surgical techniques, radiotherapy and chemotherapy. Resistance to therapy; either intrinsic or acquired has been a major hindrance to treatment leading to great interest in studies seeking to understand and overcome resistance. Genetic information gained from molecular analyses has been critical in identifying druggable targets and tumor profiles that may be predictors of therapeutic response and mediators of resistance. Mutated or overexpressed epidermal growth factor receptor (EGFR) and translocations in the echinoderm microtubule-associated protein-like 4 (EML4)-anaplastic lymphoma kinase (ALK) genes (EML4-ALK) are examples of genetic aberrations resulting in targeted therapies for both localized and metastatic disease. Positive clinical responses have been noted in patients harboring these genetic mutations when treated with targeted therapies compared to patients lacking these mutations. Resistance is nonetheless a major factor contributing to the failure of targeted agents and standard cytotoxic agents. In this review, we examine molecular mechanisms that are potential drivers of resistance in non-small cell lung carcinoma, the most frequently diagnosed form of lung cancer. The mechanisms addressed include resistance to molecular targeted therapies as well as conventional chemotherapeutics through the activity of multidrug resistance proteins.
Keywords: Non-small cell lung cancer, EGFR, EML4-ALK, tyrosine kinase inhibitors, drug resistance, ABC transporters, ABCB1, ABCC1, ABCC10, ABCG2
INTRODUCTION
Lung cancer is a significant health concern in the United States as it is the leading cause of cancer related deaths. Worldwide, it is also the most commonly diagnosed cancer, the primary cause of cancer related deaths for men and is surpassed only by breast cancer in women as a cause of cancer related deaths [1, 2]. Tobacco usage has long been the major avoidable behavioral factor linked to lung cancer and is the cause of ~30% of all cancer deaths in developed countries [3]. Voluntary and non-voluntary (second hand smoke) contributes to ~90% of lung cancer cases [4, 5]. Tobacco induced carcinogenesis occurs through various mechanisms including formation of bulky DNA adducts [4], induction of inflammation [6], increased oxidative stress [7] and activation of diverse signaling pathways [6]. Furthermore, environmental and occupational respiratory carcinogens such as asbestos may interact with cigarette smoke and increase the probability of developing lung cancer [8].
Genetic susceptibility also appears to play a role in lung cancer especially in people that develop the disease at 50 years of age or less, compared to people who develop the disease within the median age of onset (66 years) [9]. Familial aggregation of lung cancer has also been reported. Specifically, having a parent or a sibling diagnosed with lung cancer increases the relative risk of developing the disease by 1.5 to 6.1 fold in both smokers and non-smokers, respectively [10, 11]. In addition, several high risk genes that predispose non-smokers to lung cancer have been identified [12, 13]. Studies are required to determine the association between these susceptibility genes and clinical outcomes.
Non-small cell lung cancer (NSCLC) is the most commonly diagnosed form of the disease accounting for over 85% of the cases [14]. NSCLC is a heterogeneous aggregate of histologies with the most common being adenocarcinoma, large cell carcinoma and squamous cell (epidermoid) carcinoma [15, 16]. These histologies have different clinical characteristics but share similar treatment approaches and prognoses. Adenocarcinoma is the most common histology indicated in 35-40% of the cases and most prevalent in non-smokers [15, 17].
The 5 year survival rate of NSCLC varies depending on stage at diagnosis from 52.2% to 25.1% to 3.7% in patients with local, regional or advanced metastatic disease respectively [18, 19]. Approximately, 20-30% of patients present with stage I, II and IIIA disease which is treated with curative intent by surgical resection, chemotherapy and radiotherapy [20, 21]. Stage IA patients have 5 year survival rates of 73% while 5 year survival rates for stage IIIA patients are 24% [20, 22, 23]. Adjuvant cisplatin based therapy increases these survival rates by 5% but disease recurrence is a major issue [24]. However, there is no way to predict patient response as 21% of stage IA and 42% of stage IB disease patients recur and die of the disease while 42% of Stage II patients are cured by surgery and do not require cisplatin adjuvant chemotherapy [20, 22, 25].
Approximately 40-50% of NSCLC patients present with advanced or metastatic stage IIIB and IV disease, are not candidates for curative therapy and are treated with systemic chemotherapy [19, 21]. For patients with unresectable stage III disease, combination platinum-based chemotherapy and radiotherapy is recommended, whereas in stage IV disease, chemotherapy alone is customary [26, 27]. Among these patients, systemic therapy is the only treatment proven to increase survival by up to 8-12 months, decrease symptoms and improve quality of life [28, 29]. The choice of treatment for patients with advanced disease is dependent on the histological subtype of the disease, molecular tumor characteristics, performance status, comorbidities and prior therapy [29, 30]. In metastatic disease, treatment is based on the combination of cisplatin or carboplatin with drugs such as paclitaxel, docetaxel, gemcitabine and vinorelbine which exhibit superior efficacy compared to single agent platinum therapy [28, 29]. Toxicity appears to be the only major difference between the various platinum-based doublet regimens as they offer similar clinical benefits [31].
Molecular targeted therapies are now included in the treatment regimen of NSCLC since they have been shown to extend progression free survival and improve overall survival [32-34]. The presence of molecular biomarkers such as mutations or amplification of epidermal growth factor receptor (EGFR) [34, 35], echinoderm microtubule-associated protein-like 4-naplastic lymphoma kinase (EML4-ALK) kinase translocation [36], mutations in KRAS [37] and PI3KCA [38] can serve as targets for these therapies but also as indicators of treatment outcomes.
Similar to conventional chemotherapies, these newer targeted agents also have a propensity to fail due to the development of resistance. Drug resistance which can be either pre-existent (intrinsic) or acquired after drug exposure is a major cause of failure in the treatment of malignant disease and remains an unsolved pharmacological problem [39, 40]. Chemoresistance is regulated by complex mechanisms which through multiple cell adaptations, render drugs ineffective in cell killing [41]. Although research has identified some of the adaptations, how to reverse this issue in NSCLC is still enigmatic. As a result, there have been numerous attempts to overcome drug resistance in order to improve the efficacy of chemotherapy and understanding these mechanisms will be critical in solving the resistance issue. In this review, we examine mechanisms through which NSCLC becomes resistant to both targeted therapies and conventional chemotherapeutic agents.
RESISTANCE TO TARGETED AGENTS IN NSCLC
Epidermal Growth Factor Receptor (EGFR)
Epidermal growth factor receptor (EGFR, HER-1, ERBB1) is a member of the epidermal growth factor receptor tyrosine kinase family which consists of 3 additional receptors with similar structure: EGFR2/HER-2-NEU/ERBB2, EGFR3/HER-3/ERBB3 and HER4/ERBB4 [42, 43]. These receptors are expressed primarily on the surface of epithelial cells and contain an extracellular ligand-binding domain, a transmembrane domain, and an intracellular tyrosine kinase domain that mediates signal transduction [44, 45]. Upon receptor binding, the receptors form homo or heterodimers, the receptor-ligand complex gets internalized and auto-phosphorylation on tyrosine residues occurs resulting in activation of downstream signaling cascades [46]. Erbb receptors have roles in normal development as Egfr knockout mice die in utero and exhibit gross abnormalities of the brain, heart, bone and other epithelial organs [47, 48]. These receptors are implicated in the development and progression of cancer due to their ability to modulate cell cycle progression, apoptosis, cell migration, angiogenesis, migration and drug resistance [49].
Research has shown that EGFR plays an important role in the growth, survival and chemoresistance in NSCLC either by aberrant expression or mutation. Overexpressed EGFR has been reported in 40-80% of NSCLC [45, 50]. Overexpression can occur as a result of various mechanisms including an increase in gene copy number, epigenetic modifications and activation by oncogenic viruses [51, 52]. Somatic activating mutations in the EGFR tyrosine kinase domain (exon 18-21) and deletions of exon 19 have been identified in 10-15% of Caucasian patients and 30-40% of Asian patients [53]. The overexpression or constitutive mutation of EGFR leads to the activation of various signal cascades including the phosphatidylinositol 3-kinase/AKT pathway (PI3K/AKT), the mitogen activated protein kinase pathway (MAPK) and the signal transducers and activators of transcription (STAT) pathway [54, 55]. EGFR overexpression correlates with disease progression, decreased survival, lymph node metastasis and poor chemo-sensitivity [56, 57].
In the past two decades, a variety of tyrosine kinase inhibitors (TKIs) targeting EGFR have been tested in clinical trials. First generation TKIs such as erlotinib and gefitinib inhibit EGFR tyrosine phosphorylation through competitive, reversible binding to the ATP site on the kinase domain [34, 58]. In large randomized studies, erlotinib as a second or third line therapy was shown to confer a survival advantage [59] while gefitinib did not demonstrate a survival advantage except in select clinical subgroups of Asians and never-smokers [60]. Monoclonal anti-EGFR antibodies such as cetuximab, directed to the extracellular domain of the receptor also have reported clinical benefit [56, 61]. In randomized studies comparing the addition of cetuximab to first line chemotherapy, patients with high EGFR expression demonstrated increased overall survival with no meaningful side effects [56, 61].
Among patients with EGFR activating mutations, 70% respond to TKI treatment, while the remaining 30% show intrinsic resistance to these inhibitors [62, 63]. Among patients with intrinsic resistance, presence of drug resistant mutations and modifications in EGFR signaling are well studied mechanisms [63]. The missense mutation in exon 21 (L858R) and the in-frame deletion in exon 19 are more sensitive to TKIs than the exon 20 (T790M) mutation [54]. Interestingly, T790M germ line mutations have been identified in a European family with genetic susceptibility to bronchioalveolar carcinoma, implicating EGFR signaling in lung cancer susceptibility [64]. In sporadic lung cancer with no exposure to tyrosine kinase inhibitors, the mutation has been detected, albeit at very low frequency [65]. In NSCLC cells and tumors treated with tyrosine kinase inhibitors, this mutation has been shown to be one of the major determinants and causes of drug resistance [65, 66].
Increased PI3K/AKT Signaling
Intrinsic resistance to EGFR inhibitors is associated with increased signaling through the phosphatidylinositol 3-kinase (PI3K)/AKT pathway as a consequence of PTEN loss [67, 68]. In erlotinib resistant H1650 lung cancer cells, genomic loss of PTEN was accompanied by high levels of phosphorylated AKT [67]. Rescue of PTEN loss through expression of exogenous PTEN resensitized the cells to erlotinib. In addition, analysis of tumor biopsy samples showed enrichment of EGFR mutant samples with hemizygous loss of chromosome 10 on which PTEN is located [67]. The loss of PTEN may induce resistance in patients with EGFR mutations possibly by relieving the tumor’s dependence on EGFR signaling [67, 69]. Mutations in the PI3KCA and P110α subunits of PI3K can also induce primary resistance to EGFR TKIs through constitutive AKT activation [70].
Insulin-Like Growth Factor Receptor 1 (IGFR-1) Crosstalk
Crosstalk of EGFR with the Insulin like Growth Factor Receptor 1 (IGFR-1) can also induce intrinsic resistance to EGFR targeted therapies. In a study of surgically resected patients, high co-expression of EGFR with IGFR-1 was reported to have a poor prognosis and was associated with decreased survival [71]. The activation of IGFR-1 by binding of IGF-I and IGF-II to its extracellular domain results in the activation of both MAPK and PI3K/AKT pathways. It is through the activation of PI3/AKT pathway that IGFR-1 can promote resistance to EGFR targeted therapies [72]. An enriched pool of pre-TKI resistant cells that depend on IGFR-1 signaling have been discovered in a heterogeneous pool of cancer cells and only an IGFR-1 inhibitor could prevent the emergence and expansion of EGFR TKI resistant cells [73].
KRAS Mutations
Mutations of the KRAS proto-oncogene appear to have a negative effect on NSCLC treated with EGFR TKIs [74-76]. These mutations have been observed in 15-25% of lung cancer samples and in particular, 30-50% of adenocarcinomas [74, 77]. These mutations are found mutually exclusive to EGFR activating mutations as KRAS is a downstream effector of the receptor, making these tumors unresponsive to upstream EGFR inhibition therapy [78]. The most commonly observed mutations in KRAS are point mutations on codons 12, 13 and 61 which appear to be an early irreversible event in lung tumorigenesis [79, 80]. KRAS possesses intrinsic GTPase activity which when constitutively activated by mutations can result in cell transformation and unregulated growth [79, 81]. KRAS mutations may also be linked to smoking as they are more common in smokers while EGFR mutations are commonly observed in never smokers [74, 82, 83]. However, KRAS mutations have also been found in cases of never smoker patients indicating that despite the strong correlation between smoking and these mutations, predicting KRAS mutation status should not depend primarily on a patient’s smoking history [37].
Early studies on the role of KRAS mutations on EGFR targeted therapy yielded conflicting information. Some studies showed that in resected NSCLC, KRAS was a negative prognostic factor while others showed no value of KRAS mutations in prognosis [77, 84, 85]. A meta analysis performed by Mascaux et al., with results from 53 clinical studies pointed to KRAS as a negative prognostic factor in adenocarcinomas [86]. In NSCLC patients treated with erlotinib or gefitinib, lack of clinical response was common in patients with KRAS mutations [87, 88]. KRAS may be used to predict chemotherapy outcomes as mutations decrease the response rates of patients treated with cytotoxic drugs such as docetaxel, paclitaxel and carboplatin [76, 89]. In the clinic, the presence of KRAS mutations could be used to prevent the administration of chemotherapy to patients who are unlikely to benefit. This information may establish a potential rationale for prospective KRAS mutation testing before clinical trial or therapy assignment. Some promising data has also recently emerged showing that the MEK kinase inhibitor selumetinib may benefit KRAS mutant patients who have failed prior therapy [90].
Secondary Mutations in Acquired Resistance
Acquired resistance to EGFR inhibitors is mediated by the development of secondary mutations in the kinase domain of exon 20 at the gatekeeper residue T790M [65, 66]. This gatekeeper residue is a conserved threonine residue located in the hinge region of the kinase domain at the back of the ATP-binding pocket and controls access to a hydrophobic sub-pocket [91]. This mutation has been found in over 50% of patients who were initially responsive to TKI therapy and it is hypothesized that clones in the tumor population carrying this mutation are selected for with TKI therapy [53, 66, 92]. This gatekeeper residue is important as it controls access to the hydrophobic pocket. Mutations change the conformation of the receptor, blocking binding of the TKIs, increasing both the enzymatic activity of the protein and the affinity of mutant proteins for ATP [93-95]. This T790M mutation is analogous to the gatekeeper residue T3151 in BCR-ABL kinase that is associated with acquired resistance to gleevec and imatinib in chronic myelogenous leukemia [96].
Other secondary mutations have been identified but they occur at lower frequency than the T790M mutation [66, 97]. They also confer a lesser degree of resistance than the T790M mutation [98]. These mutations include the T854A located on exon 21 [99], L747S and D761Y both on exon 19 [97, 98]. The T854A mutation was identified in patient samples treated with TKIs but not in their pre-treatment samples [99]. The residue is not conserved in other tyrosine kinases and is located at the bottom of the ATP binding pocket. The mutation causes a conformation change that prevents contact with the TKI. The D761Y mutation is located on the α-C-helix of EGFR and is similar to a mutation in BCR-ABL, D276G, that is associated with acquired resistance after imatinib treatment [100]. The L747S mutation lies at the start of the β3 strand and the α-C-helix [98] and has analogous residues in BCR-ABL (L237M) and ERBB2 (L755S or P) that have been identified in TKI resistant disease [98].
The occurrence of these secondary mutations spurred development of second and third generation irreversible TKIs which bind covalently to the cysteinyl-797 residue in the pocket of the EGFR-kinase domain and overcome resistance driven by the T790M mutation [101]. These agents show greater potency in the inhibition of kinase activity in vitro and in vivo compared to erlotinib and are in various stages of clinical testing [102, 103]. Dacotinib appears promising in phase I and II clinical trials in NSCLC that has failed TKIs and chemotherapy. It shows benefit in progression free survival and a trend towards increased overall survival [102]. Afatinib, an EGFR and HER2 irreversible inhibitor has been shown to reverse the effects of the T790M mutation in preclinical lung cancer studies [104]. In clinical trials, afatinib did not improve overall survival but showed a modest improvement in progression free survival after failure of erlotinib or gefitinib [105, 106].
Several drawbacks are associated with these irreversible EGFR-TKIs. The covalent attachment of the kinase inhibitors to the kinase pocket does not discriminate against wild type EGFR or the mutant proteins [94]. This may be the primary reason why these drugs modestly inhibit mutant T790M driven cancer signaling and suggests that these TKIs are less effective than previously thought. Recently however, a PEG-ylated anilinoquinazoline derivative labeled with 18fludeoxyglucose (18F) developed for use in positron emission tomography (PET) imaging has shown the ability to discriminate between wild type EGFR, mutant L858R or T790M in the irreversible binding which is of benefit in a clinical setting [107]. Dose limiting toxicities are another significant issue with these irreversible TKIs. Excessive adverse effects such as severe diarrhea result in reduction in drug dosage and interruptions in treatment which lowers the bioavailability of the inhibitors to levels insufficient to suppress EGFR activity [108]. Thus, further studies are required to determine dosing schedules that alleviate the adverse effects in order to achieve clinically effective inhibitor levels.
Epithelial to Mesenchymal Transition
In cancer cells, epithelial to mesenchymal transition (EMT) a process characterized by the loss of epithelial junction markers such as E-cadherin or γ-catenin and gain of mesenchymal markers such as fibronectin or vimentin is associated with progression, metastasis and drug resistance [109, 110]. In NSCLC cells and tumors, an EMT signature of 76 genes has been identified by Byers et al., through high throughput genomic and proteomic analysis in the quest to understand how this transition affects the disease [111]. It has been reported that EMT decreases sensitivity to conventional chemotherapeutics or inhibitors of EGFR and PI3K in vitro, in vivo and in patients [110, 112]. Decreased expression of E-cadherin and increased expression of fibronectin or vimentin appears to be a common feature of NSCLC cells and tumors resistant to gefitinib or erlotinib regardless of EGFR status and independent of secondary mutations [113]. Restoration of the epithelial phenotype by E-cadherin expression or inhibition of Axl, Notch and TGF-β [114] signaling has been shown to restore drug sensitivity and should be explored as alternate therapeutic strategies in lung cancer.
MET Amplification
Overexpression of hepatocyte growth factor (HGF) receptor through amplification of the MET gene has been observed in both TKI naïve and treated patients [115-117]. Amplified MET has been implicated in TKI resistance and has been detected in ~20% of patients exhibiting acquired resistance to EGFR inhibitors [117]. Resistance from MET amplification occurs as a result of aberrant activation of PI3K signaling via epidermal growth factor receptor 3 (ERBB3) driven mechanisms [115]. Monoclonal MET and HGF antibodies as well as small molecule kinase inhibitors are in various stages of preclinical and clinical trials [117, 118]. Combinatorial therapies with EGFR and MET inhibitors may be beneficial in alleviating resistance in lung cancer patients.
Echinoderm Microtubule-Associated Protein-Like 4-Anaplastic Lymphoma Kinase (EML4-ALK)
The EML4-ALK fusion gene is formed after the fusion of the echinoderm microtubule-associated protein-like 4 (EML4) and anaplastic lymphoma kinase (ALK) [36, 119]. ALK is a transmembrane protein which is not normally expressed in the lung [36], while EML4 is a ubiquitously expressed, intracellular localized protein with roles in microtubule assembly [120]. ALK has been previously identified in tumors showing chromosomal rearrangements such as anaplastic large cell lymphoma and inflammatory myofibroblastic tumors [121]. In lymphomas, ALK fuses with nucleophosmin (NPM) forming the NPM-ALK fusion product which drives survival of anaplastic large cell lymphoma [122]. The ALK fusion point appears conserved and results in fusion of the whole extracellular domain of ALK to its fusion partners [36]. This chimeric protein is constitutively active and can activate both MAPK and PI3K/AKT signaling [36]. Over 10 variants of EML4-ALK fusion products arise from different breakpoints on EML4 exons and all appear to have transformative abilities [123].
EML4-ALK appears uncommon in lung cancer and has been detected in about 3-8% of overall NSCLC cases [124, 125]. In never smokers, some studies indicate that the prevalence maybe as high as 20-30% of NSCLC cases [126, 127]. The clinical characteristics associated with EML4-ALK mutations are similar to those of EGFR with the translocation more commonly observed in never smokers with adenocarcinoma histology tumors who tend to be younger with a median age of 52 and have advanced stage disease [125, 127]. The translocation is found mutually exclusive of EGFR and KRAS mutations and predicts a poor response to EGFR TKI therapy [126, 127]. In a study by Shaw et al., patients with EML4-ALK translocations treated with erlotinib did not show a clinical response to erlotinib treatment and had lower progression free survival as well as overall survival [127]. In the same study, patients with the translocation treated with standard cytotoxic therapies showed a lower response rate to platinum therapies compared to patients with EGFR mutations though these differences were not statistically significant [127]. These findings are highly similar to those observed in patients with KRAS mutations. Thus it appears that NSCLC with EML4-ALK translocation needs to be treated as distinct subgroup with its own pathological and clinical features which would benefit from ALK targeted therapy.
Various ALK inhibitors have been tested pre-clinically and clinically with crizotinib showing the most promise [128]. Crizotinib is an oral ATP competitive tyrosine kinase phosphorylation inhibitor that can inhibit both ALK and MET kinases [129]. A phase I clinical trial of crizotinib reported an impressive response rate of 57% with progression free survival of over 6 months by study reporting time and minimal toxicity [124]. In a follow up phase II trial, crizotinib treatment was associated with increased overall survival in advanced NSCLC when given as a second or a third line agent [130].
EML4-ALK Secondary Mutations
Similar to other tyrosine kinase inhibitors, patients treated with crizotinib eventually develop resistance and mutations that lead to resistance have been reported [131, 132]. In one report, the patient developed two de novo mutations within the kinase domain of EML4-ALK, C1156Y and L1196M [131]. The L1196M mutation has been shown to be a “gatekeeper” mutation similar to that observed in NPM-ALK that also renders that fusion protein resistant to ALK inhibition [133]. It also corresponds to the amino acid residues T315 in BCR-ABL and T790 in EGFR which are involved in acquired resistance [133]. The L1196M mutation is hypothesized to induce steric interference of crizotinib binding similar to those in BCR-ABL and EGFR [134, 135]. An in vitro model of EML4-ALK with the L1196M mutation showed that the cells were still dependent on ALK mediated signaling for tumor maintenance but are resistant to ALK inhibition [132, 136]. Several other drugs have shown activity in inhibiting mutations induced by crizotinib and are in various stages of pre-clinical and clinical testing [137].
ALK Copy Number Gain and Emergence of ALK - Fusion Negative Tumors
In addition to the secondary gate keeper mutations, it appears that an increase in ALK gene copy numbers can occur after crizotinib treatment resulting in resistance. Several reports have identified 4-5 fold amplification of EML4-ALK in NSCLC after crizotinib treatment [136, 138, 139]. These patients with the copy number increases tend to progress on ALK inhibitor therapy and should be considered for different therapies. On the other hand, it has also been reported that some patients who previously tested positive for EML4-ALK rearrangements before therapy no longer show evidence of the fusion gene when tested with FISH or RT-PCR analysis [139]. Interestingly, some of these tumors now harbor exon 20/21 EGFR or KRAS G12C/G12V mutations that were absent before ALK inhibitor treatment [138, 139]. These tumors appear to have switched oncogenic drivers as a mechanism of ALK inhibitor resistance and the patients may benefit from EGFR treatment. Conversely, some of these fusion negative tumors do not show any secondary drivers and therefore the mechanism of resistance remains unknown. Understanding the genetic changes associated with crizotinib resistance in these patients will be important in determining what patients would be of benefit.
Heat Shock Protein (Hsp90) Targeting in EMK4-ALK Positive Tumors
A potential mechanism of overcoming EML4-ALK secondary mutation resistance involves the use of inhibitors to the protein folding chaperone, heat shock protein (Hsp90). Hsp90 is abundantly expressed and some of its known substrates are steroid hormone receptors and kinases involved in signal transduction [140]. Hsp90 is considered a “cancer chaperone” and an emerging candidate in cancer therapeutics as some of its well known clients include HER2, mutant KIT, EGFR and BCR-ABL [141]. It is required for the stability of these aberrantly activated/expressed proteins. Hsp90 inhibitors have reported activity against both the native and mutant fusion proteins in NSCLC [132, 142]. The inhibitors rapidly degrade EML4-ALK resulting in downstream signaling pathway inhibition, induction of cell growth arrest and apoptosis [132, 143]. In the clinic, Hsp90 inhibition has produced clinical responses in ALK positive patients who have failed crizotinib therapy [143, 144].
Role of Multidrug Resistance Proteins in NSCLC
Multidrug resistance (MDR) is a well characterized broad pattern of cross resistance to various structurally unrelated drugs after exposure to a single drug observed in in vitro culture models and in the clinic. The MDR phenotype can arise as a result of cellular adaptations including reduced drug uptake, increased drug efflux, alterations in intracellular drug distribution and inadequate induction of apoptosis [40, 145]. To date, the mechanism most associated with efflux of cytotoxic compounds involves membrane transport proteins. Membrane proteins belonging to the ATP binding cassette (ABC) transporter super-family have been found to actively expel a wide array of cytotoxic compounds in a process dependent on ATP hydrolysis [146]. The multidrug transporter MDR1 or P-glycoprotein (P-gp/ABCB1) is the most well characterized of these transmembrane efflux pumps and has been linked to drug resistance in mammalian cell lines and human tumors [147]. Modulation of the transport properties of P-gp has been a popular investigation point with various strategies of overcoming P-gp-mediated resistance proposed, but for the most part, these efforts have been futile [148, 149]. Other ABC transporters such as Multidrug Resistance Protein 1 (MRP1/ABCC1) [150], and Breast Cancer Related Protein (BCRP/ABCG2) [151] have also been investigated for potential roles in chemoresistance due to their drug efflux activities. These transporters have broad substrate specificity which can explain their roles in cross resistance, but these characteristics also makes them ideal candidates for investigation in both intrinsic and acquired resistance in NSCLC. In this section, we examine the roles of ABCB1, ABCC1, ABCG2 and ABCC10 in NSCLC chemoresistance.
ABCB1/MDR1/Pgp
ATP binding cassette, sub family B, member 1 (ABCB1) also known as multidrug transporter (MDR1) or P-glycoprotein (P-gp) was the first human ABC transporter characterized and implicated in the development of multidrug resistance [152]. It is expressed at low levels in most tissues but it is highly expressed in organs involved with barrier functions or excretion such as the liver, blood-brain barrier, placenta and the intestines [40, 153]. ABCB1 transports hydrophobic substrates, lipids, steroids, antibiotics, antihistamines, anticancer drugs such anthracyclines, vinka alkaloids and taxanes [153, 154]. ABCB1 overexpression has been identified in many forms of cancer and has been conclusively linked to poor treatment outcomes in breast cancer [155], and acute myelogenous leukemia (AML) [156].
In the normal lung, ABCB1 expression has been detected on the apical side of epithelial cells of the trachea and major bronchi [157, 158]. In lung cancer, evidence showing a significant role of ABCB1 overexpression in chemoresistance has been contradictory. These conflicting results obtained during mRNA analysis by reverse transcription-polymerase chain reaction and protein analysis by immunohistochemistry may be due to several factors [159]. Contamination of tumor samples with normal tissue, poor sensitivity, specificity and quantitation difficulties are culprits for these contradictory findings. To address these issues, uniform analytical criteria need to be established.
Lai et al., reported low messenger RNA (mRNA) expression in analyses of 67 cell lines and 24 tumor samples. Relative higher expression was only observed in tumors with neuroendocrine markers. In the study, no correlation between ABCB1 expression and in vitro cell line chemosensitivity, prior therapy status of the patients or clinical therapy outcomes was reported [160]. Immunohistochemical analysis of ABCB1 in tumor samples showed low heterogeneous expression only in 3-15% of tumor samples with no correlation to prognosis [161, 162]. In a disparate report, Beer et al., surprisingly detected expression in 34.6% of chemotherapy or radiotherapy naïve adenocarcinomas by immunohistochemistry [163]. They also reported more prominent expression on the invasion front of the tumors suggesting a possible of P-gp in enhancing the invasive potential of tumor cells.
Using patient derived xenografts not selected for resistance, Merk et al. examined the role of the intrinsic expression of various transporters including ABCB1 in resistance to drugs such as etoposide, carboplatin and paclitaxel or targeted agents such as erlotinib [164]. In this report, there was no correlation between the expression of ABCB1 mRNA and chemo-sensitivity. These findings contradict those by Choiu et al., reporting that indeed, there is a correlation between ABCB1 expression and paclitaxel response in patients [165]. Other studies have also reported that high expression of ABCB1 at protein and gene levels results in decreased drug sensitivity in vitro, in vivo [166] and in the clinic [167].The contradictory nature of these studies examining ABCB1 expression and roles in resistance in lung cancer suggest that further investigation is required to substantiate the importance of this transporter in this disease.
ABCB1 expression in lung cancer may have roles in chemoresistance through interactions with TKIs. It has been reported that ABCB1 can induce resistance to BCR-ABL and EGFR TKIs by reducing drug uptake [168, 169]. Some TKIs have been shown to activate ABCB1’s ATPase activity and are transport substrates at low concentrations [170]. This is supported by observations demonstrating that knockdown of ABCB1 by small interference RNA (siRNA) increases the intracellular concentrations of TKIs such as imatinib and erlotinib [171, 172]. Other TKIs such as nilotinib do not appear to be strong ABCB1 substrates as siRNA knockdown does not result in increased accumulation suggesting that there is selectivity in TKI transport by these pumps [173, 174]. Moreover, it has also been reported that some TKIs can upregulate ABC transporters including ABCB1 [175]. Harmsen et al., have described the upregulation of ABCB1 by gefitinib, erlotinib, sorafenib and nilotinib after 48 hour treatment with clinically relevant concentrations [175]. ABCB1 induction in this report was mediated by the nuclear receptor pregnane X. This upregulation affects the accumulation of ABCB1 substrates in vitro suggesting that this may be a factor in drug resistance. Conversely, other studies have shown that TKI’s such as gefitinib and erlotinib inhibit the transport functions of ABCB1 at clinically achievable levels thus reversing resistance to cytotoxic drugs in vitro by increased accumulation and decreased efflux [176, 177]. It therefore appears that for therapeutic benefit in the clinic, factors such as transporter expression and usage of non-toxic but clinically relevant doses of the TKI to inhibit the efflux function of the transporter would need to be considered before regimen administration.
ABCC1/MRP1
ATP binding cassette, sub family C, member 1 (ABCC1) also known as Multidrug resistance protein 1 (MRP1) is an efflux pump originally discovered in doxorubicin resistant lung carcinoma cells displaying a multi-drug resistant phenotype without ABCB1 expression [150]. ABCC1 is expressed ubiquitously with particularly higher expression detected at the blood-brain barrier, intestines, choroid plexus and oral mucosa [178, 179]. ABCC1 expression in the lung is higher than in any other solid organs and thus it may have protective roles against air pollution and inhaled toxins [180, 181]. ABCC1 transports physiological substrates including leukotriene C4, glutathione conjugates, bile acids, folic acid but also confers resistance to drugs such doxorubicin, methotrexate, etoposide and vincristine [182, 183].
ABCC1 expression in lung tumors has been reported by various groups utilizing different techniques. Using Northern blotting, Ota et al. identified ABCC1 expression in 31.6% of NSCLC, predominantly in squamous cell carcinoma and correlated with poor response to etoposide and vindesine [184]. Sugawara et al. demonstrated by immunohistochemistry that ABCC1 was more abundantly expressed in adenocarcinomas than squamous and large cell carcinomas [185]. Increased ABCC1 overexpression in lung cancer cells has been linked to increased copy number of chromosome 16 on which the MRP1 gene is located [186]. A report by Doubre et al., showed 3-fold higher ABCC1 expression level in NSCLC whose aneuploid cells showed a gain of chromosome 16 in diploid normal and carcinomatous cells [186]. No correlation however has been established between ABCC1 expression and clinico-pathological parameters such as sex, age, smoking history, histology and tumor staging [187]. In the clinic, a strong correlation has been reported between high expression and negative response to cisplatin doublet therapy with vinorelbine, gemcitabine and paclitaxel [187, 188]. In addition, ABCC1 expression can signify overall poor prognoses in patients, a decrease in progression free survival and overall survival [184, 188]. It thus appears that ABCC1 may have strong implications for management of NSCLC and not surprisingly design of ABCC1 specific inhibitors and modulation of ABCC1 as a therapeutic measure is under active investigation [189, 190].
ABCC10/MRP7
ATP binding cassette, sub family C, member 10 (ABCC10) also known as Multidrug resistance protein 1 (MRP7) is widely expressed in most tissues at low levels [191-193]. As an efflux pump, ABCC10 extrudes a wide range of anticancer drug substrates. It transports and confers resistance to taxanes, vinka alkaloids, anthracyclines and epothilone B [194, 195]. In a knockout mouse model, Abcc10 has been confirmed to be a major efflux pump for paclitaxel in vivo [196]. Upon exposure to sublethal doses of paclitaxel, these Abcc10−/− mice exhibited significant damage to lymphoid and hematopoietic tissue.
Up-regulated expression of ABCC10 has been detected in tumors including pancreatic adenocarcinoma [197], colorectal cancer [198] and NSCLC [199]. In colorectal cancer, an inverse correlation between ABCC10 expression and clinical tumor grading has been reported [198]. In this disease, tumor aggressiveness is associated with a decrease in transcript levels [198]. In a study by Wang et al., characterizing expression in 155 matched normal and NSCLC surgical specimens, ABCC10 was localized to the membrane and cytoplasm in normal lung tissue, lung adenocarcinoma and squamous cell carcinoma [199]. Significantly, normal tissue showed little to no ABCC10 expression, squamous cell carcinoma moderate expression while adenocarcinomas showed the highest expression. Additionally, differences were noted in the pathological staging of the adenocarcinomas with TNM stage III tumors showing significant more expression than stage I and II tumors. This study by Wang et al. is important as it offers the first characterization of ABCC10 expression in a large panel of untreated NSCLC tumor specimens.
In addition to this study, several in vitro studies support a role of ABCC10 in lung cancer. Oguri et al. have reported that ABCC10 may be a predictive biomarker for paclitaxel resistance in lung cancer cell lines [200]. Analysis of the paclitaxel-selected and resistant subline PC-6/TAX1-1, showed higher expression of ABCB1 and ABCC10 when compared to parental PC-6 cells. An inverse correlation was established between the expression of ABCC10 and sensitivity to paclitaxel in vitro in PC-6/TAX1-1 cells and in an additional panel of 17 NSCSL cell lines, 13 of which did not express ABCB1. Pretreatment of the NSCLC cells with a non-specific ABCC subfamily inhibitor, sulfinpyrazone led to enhanced cytotoxicity of paclitaxel and increased intracellular accumulation of the drug. In a separate study, ABCC10 has been suggested to be a marker for vinorelbine resistance in NSCLC [201]. Up-regulated expression of ABCC10 was observed in vinorelbine selected NSCLC cell lines. This upregulation was associated with decreased sensitivity to the drug and was reversed by ABCC10 siRNA. Given that most of the in vitro studies reported on ABCC10 in lung cancer are from drug selected cell lines, further investigation on non-drug selected backgrounds are required.
ABCG2/BCRP
ATP binding cassette, sub family G, member 2 (ABCG2) also known as Breast cancer related protein is an ABC half transporter originally identified in a MCF7 human breast cancer subline resistant to anthracyclines [151]. In this study, ABCG2 expression resulted in reduced accumulation of daunorubicin, and increased resistance to anthracyclines and mitoxantrone [151]. ABCG2 expression also mediates resistance to topoisomerase 1 inhibitors such as SN-38, irinotecan and topotecan [202, 203]. It has however not been shown to confer resistance to paclitaxel, cisplatin or vinka alkaloids [151, 204]. ABCG2 expression has been identified in the epithelium of small intestines and colon, liver, breast ducts and lobes, in vein and capillary epithelium, blood-brain barrier, blood-testis barrier suggesting roles in tissue protection and regulation of drug uptake from the gut [205, 206].
In the normal lung, ABCG2 protein expression is low and lesser than ABCB1 and ABCC1 with the expression localized to the epithelial cell layer, seromucinous gland and small capillaries [203, 207]. In tumors, strong ABCG2 expression has been detected in a majority of malignancies with immunoreactivity observed in over 10% of the cells localized in both the membrane and cytoplasm [208]. ABCG2 expression seems to have the highest prognostic value in leukemia and is commonly linked to therapy failure [206]. In NSCLC, ABCG2 expression appears to show the greatest clinical correlation with low responses to platinum based agents [209]. ABCG2 expression and correlation with sensitivity to other standard cytotoxic therapies in NSCLC is not compelling. In a study using patient derived xenografts, expression was not a significant player in the response to paclitaxel, carboplatin, gemcitabine and erlotinib and mRNA expression only correlated with etoposide sensitivity [164].
ABCG2 expression in NSCLC shows some association with acquired resistance to TKIs and similar to observations in ABCB1, low concentrations of TKIs stimulate ABCG2 ATP hydrolysis, but inhibit transport at higher concentrations [210]. In NSCLC, it has been reported that ABCG2 expression may be a factor in gefitinib resistance, but it is important to note that gefitinib is both a transport substrate and inhibitor of ABCG2 [211]. In a case reported by Usuda et al., despite initial response, the disease progressed while on gefitinib and while no secondary EGFR mutations were found, ABCG2 expression was detected in the recurrent tumor and was suggested to be the cause of resistance [212]. Studies to elucidate the mechanism of ABCG2 expression and correlation with resistance to EGFR inhibitors found elevated levels of wild type EGFR in the nucleus [213]. This increased expression was associated with increased phosphorylation of AKT at Ser-229. In the nucleus, EGFR targets the ABCG2 promoter and enhances its expression. These findings illustrate the complex genomic interactions involved in resistance mechanisms. The poor clinical outcome reported indicates that ABCG2 may be a negative predictive factor in patients with wild-type EGFR and that it could be a potential target to increase sensitivity to these inhibitors. On the contrary, there is a positive link between ABCG2 and tyrosine kinase inhibitors as erlotinib, gefitinib and AG1478 have been shown to antagonize ABCG2 transport functions [177, 210, 214]. Similar to ABCB1, how to harness the ABCG2 inhibitory effects of TKIs for resistance reversal requires further investigation.
Active research continues to identify the roles of ABC transporters in NSCLC and lung biology but hurdles exist. Most of the information currently available on the expression of ABC transporters in normal and cancerous lung has been obtained from archival tissue and cell line studies due to lack of lung-tissue specific animal models. Lung-specific engineered mouse models of ABC transporters would be beneficial in answering queries about roles in development given the complex lung architecture, the substrates of these transporters in lung and bronchial tissues as well as roles in lung cancer biology and chemoresistance. One of the other hurdles faced in the effort to develop inhibitors for the ATP transporters has been lack of specificity. For instance, ABCB1 inhibitors such as cepharanthine and tariquidar also reverse ABCC10 mediated resistance [215, 216]. Additionally, tyrosine kinase inhibitors such as lapatinib, nilotinib and erlotinib are reversal agents for ABCC10 resistance but they also inhibit the activity of ABCB1 and ABCG2 in vitro [217, 218]. However, questions about this off-target activity of TKIs against ABC transporters and how it relates to tyrosine kinase receptors exist and need to be resolved. Furthermore given the ABC transporter targeting activity of these TKIs, they could serve as backbones for the design of novel ABC transporter inhibitors. With the emerging roles of ABC transporters in NSCLC, it is to be expected that in the future, understanding how to successfully target the efflux functions of these proteins may provide another strategy to increase the survival and promote positive treatment outcomes of NSCLC patients.
CONCLUSION
In this review, we have covered some of the causes of intrinsic and acquired resistance in NSCLC. The available genetic information correlating to positive or negative clinical parameters expands the field of pharmacogenetic driven therapies. Given that this disease is highly refractory to therapy, understanding how to tailor systemic or targeted therapy to patients sharing a common genetic marker can significantly improve benefit. Pharmacogenetic testing is already incorporated in some clinical settings during clinical trials or during treatment with already validated clinical markers such as EGFR, KRAS and ALK. The cost of biomarker testing and the difficulty in obtaining enough metastatic NSCLC tissue are just two of the limitations for widespread pharmacogenetic testing in NSCLC. In the future, the use of readily accessible specimens such as blood for biomarker testing in NSCLC would greatly improve therapeutic prediction. Furthermore, the creation of a complex biomarker array system based on a combination of several predictive markers would be beneficial given that combination therapies are more commonly used than monotherapies.
Additional research is required to clear the discrepancies and contradictory studies published involving the role of ABC transporters in NSCLC. ABC transporters appear beneficial not just as candidates for enhancement of intracellular drug retention, but they may be an emerging class of predictive and prognostic markers. Lack of effective clinical application of inhibitors of ABC transporters remains a big challenge despite efforts put into development of inhibitors. Given the dismal survival rate of this disease, all aspects that affect tumor response to chemotherapeutic agents need to be investigated to see how they can be harnessed to improve clinical responses.
ACKNOWLEDGEMENTS
JWT is supported by NRSA Institutional Postdoctoral Training Grant (2T32-CA009035-36). Funding for EHB is provided by Tobacco Settlement Funds and CA06927 to Fox Chase Cancer Center.
REFERENCES
- [1].Jemal A, et al. Global cancer statistics. CA Cancer J Clin. 2011;61(2):69–90. doi: 10.3322/caac.20107. http://dx.doi.org/10.3322/caac.20107. [DOI] [PubMed] [Google Scholar]
- [2].Siegel RD, Naishadham, Jemal A. Cancer statistics 2012. CA Cancer J Clin. 2012;62(1):10–29. doi: 10.3322/caac.20138. http://dx.doi.org/10.3322/caac.20138. [DOI] [PubMed] [Google Scholar]
- [3].Vineis P, et al. Tobacco and cancer: recent epidemiological evidence. J Natl Cancer Inst. 2004;96(2):99–106. doi: 10.1093/jnci/djh014. http://dx.doi.org/10.1093/jnci/djh014. [DOI] [PubMed] [Google Scholar]
- [4].Hang B. Formation and repair of tobacco carcinogen-derived bulky DNA adducts. J Nucleic Acids. 2010;2010:709521. doi: 10.4061/2010/709521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [5].Parkin DM. Tobacco-attributable cancer burden in the UK in 2010. Br J Cancer. 2011;105(Suppl 2):S6–S13. doi: 10.1038/bjc.2011.475. http://dx.doi.org/10.1038/bjc.2011.475. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [6].Takahashi H, et al. Tobacco smoke promotes lung tumorigenesis by triggering IKKbeta- and JNK1-dependent inflammation. Cancer Cell. 2010;17(1):89–97. doi: 10.1016/j.ccr.2009.12.008. http://dx.doi.org/10.1016/j.ccr.2009.12.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [7].Burlakova EB, et al. Biomarkers of oxidative stress and smoking in cancer patients. J Cancer Res Ther. 2010;6(1):47–53. doi: 10.4103/0973-1482.63569. http://dx.doi.org/10.4103/0973-1482.63569. [DOI] [PubMed] [Google Scholar]
- [8].Hecht SS. Lung carcinogenesis by tobacco smoke. Int J Cancer. 2012;131(12):2724–32. doi: 10.1002/ijc.27816. http://dx.doi.org/10.1002/ijc.27816. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [9].Rosenberger A, et al. Do genetic factors protect for early onset lung cancer? A case control study before the age of 50 years. BMC Cancer. 2008;8:60. doi: 10.1186/1471-2407-8-60. http://dx.doi.org/10.1186/1471-2407-8-60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [10].Bromen K, et al. Aggregation of lung cancer in families: results from a population-based case-control study in Germany. Am J Epidemiol. 2000;152(6):497–505. doi: 10.1093/aje/152.6.497. http://dx.doi.org/10.1093/aje/152.6.497. [DOI] [PubMed] [Google Scholar]
- [11].Etzel CJ, Amos CI, Spitz MR. Risk for smoking-related cancer among relatives of lung cancer patients. Cancer Res. 2003;63(23):8531–5. [PubMed] [Google Scholar]
- [12].Amos CI, et al. Genome-wide association scan of tag SNPs identifies a susceptibility locus for lung cancer at 15q25.1. Nat Genet. 2008;40(5):616–22. doi: 10.1038/ng.109. http://dx.doi.org/10.1038/ng.109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [13].Brennan P, Hainaut P, Boffetta P. Genetics of lung-cancer susceptibility. Lancet Oncol. 2011;12(4):399–408. doi: 10.1016/S1470-2045(10)70126-1. http://dx.doi.org/10.1016/S1470-2045(10)70126-1. [DOI] [PubMed] [Google Scholar]
- [14].American Cancer Society . Cancer facts & figures. Atlanta: 2013. [Google Scholar]
- [15].Ettinger DS, et al. Non-small cell lung cancer. J Natl Compr Canc Netw. 2010;8(7):740–801. doi: 10.6004/jnccn.2010.0056. [DOI] [PubMed] [Google Scholar]
- [16].Cetin K, et al. Survival by histologic subtype in stage IV nonsmall cell lung cancer based on data from the Surveillance, Epidemiology and End Results Program. Clin Epidemiol. 2011;3:139–48. doi: 10.2147/CLEP.S17191. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [17].D’Arcangelo M, Cappuzzo F. K-Ras Mutations in Non-Small-Cell Lung Cancer: Prognostic and Predictive Value. ISRN Mol Biol. 2012;2012:8. doi: 10.5402/2012/837306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [18].Howlader N, et al. SEER Cancer Statistics Review 1975-2009 (Vintage 2009 Populations) National Cancer Institute; Bethesda, MD: Apr, 2012. http://seer.cancer.gov/csr/1975_2009_pops09/ based on November 2011 SEER data submission, posted to the SEER web site. 2012. [Google Scholar]
- [19].Aisner DL, Marshall CB. Molecular pathology of non-small cell lung cancer: a practical guide. Am J Clin Pathol. 2012;138(3):332–46. doi: 10.1309/AJCPFR12WJKCEEZZ. http://dx.doi.org/10.1309/AJCPFR12WJKCEEZZ. [DOI] [PubMed] [Google Scholar]
- [20].Travis WD, et al. International association for the study of lung cancer/american thoracic society/european respiratory society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol. 2011;6(2):244–85. doi: 10.1097/JTO.0b013e318206a221. http://dx.doi.org/10.1097/JTO.0b013e318206a221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [21].Crino L, et al. Early stage and locally advanced (non-metastatic) non-small-cell lung cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2010;21(Suppl 5):v103–15. doi: 10.1093/annonc/mdq207. http://dx.doi.org/10.1093/annonc/mdq207. [DOI] [PubMed] [Google Scholar]
- [22].Goldstraw P, et al. The IASLC Lung Cancer Staging Project: proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM Classification of malignant tumours. J Thorac Oncol. 2007;2(8):706–14. doi: 10.1097/JTO.0b013e31812f3c1a. http://dx.doi.org/10.1097/JTO.0b013e31812f3c1a. [DOI] [PubMed] [Google Scholar]
- [23].Chansky K, et al. The International Association for the Study of Lung Cancer Staging Project: prognostic factors and pathologic TNM stage in surgically managed non-small cell lung cancer. J Thorac Oncol. 2009;4(7):792–801. doi: 10.1097/JTO.0b013e3181a7716e. http://dx.doi.org/10.1097/JTO.0b013e3181a7716e. [DOI] [PubMed] [Google Scholar]
- [24].Winton T, et al. Vinorelbine plus cisplatin vs. observation in resected non-small-cell lung cancer. N Engl J Med. 2005;352(25):2589–97. doi: 10.1056/NEJMoa043623. http://dx.doi.org/10.1056/NEJMoa043623. [DOI] [PubMed] [Google Scholar]
- [25].Kelsey CR, Clough RW, Marks LB. Local recurrence following initial resection of NSCLC: salvage is possible with radiation therapy. Cancer J. 2006;12(4):283–8. doi: 10.1097/00130404-200607000-00006. http://dx.doi.org/10.1097/00130404-200607000-00006. [DOI] [PubMed] [Google Scholar]
- [26].Pfister DG, et al. American Society of Clinical Oncology treatment of unresectable non-small-cell lung cancer guideline: update 2003. J Clin Oncol. 2004;22(2):330–53. doi: 10.1200/JCO.2004.09.053. http://dx.doi.org/10.1200/JCO.2004.09.053. [DOI] [PubMed] [Google Scholar]
- [27].Xu Y, et al. Concomitant chemoradiotherapy using pemetrexed and carboplatin for unresectable stage III non-small cell lung cancer (NSCLC): preliminary results of a phase II study. Lung Cancer. 2011;72(3):327–32. doi: 10.1016/j.lungcan.2010.09.012. http://dx.doi.org/10.1016/j.lungcan.2010.09.012. [DOI] [PubMed] [Google Scholar]
- [28].Azzoli CG, et al. American Society of Clinical Oncology Clinical Practice Guideline update on chemotherapy for stage IV non-small-cell lung cancer. J Clin Oncol. 2009;27(36):6251–66. doi: 10.1200/JCO.2009.23.5622. http://dx.doi.org/10.1200/JCO.2009.23.5622. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [29].Goffin J, et al. First-line systemic chemotherapy in the treatment of advanced non-small cell lung cancer: a systematic review. J Thorac Oncol. 2010;5(2):260–74. doi: 10.1097/JTO.0b013e3181c6f035. http://dx.doi.org/10.1097/JTO.0b013e3181c6f035. [DOI] [PubMed] [Google Scholar]
- [30].Schnabel PA, et al. Influence of histology and biomarkers on first-line treatment of advanced non-small cell lung cancer in routine care setting: baseline results of an observational study (FRAME) Lung Cancer. 2012;78(3):263–9. doi: 10.1016/j.lungcan.2012.09.001. http://dx.doi.org/10.1016/j.lungcan.2012.09.001. [DOI] [PubMed] [Google Scholar]
- [31].Ohe Y, et al. Randomized phase III study of cisplatin plus irinotecan versus carboplatin plus paclitaxel, cisplatin plus gemcitabine, and cisplatin plus vinorelbine for advanced non-small-cell lung cancer: Four-Arm Cooperative Study in Japan. Ann Oncol. 2007;18(2):317–23. doi: 10.1093/annonc/mdl377. http://dx.doi.org/10.1093/annonc/mdl377. [DOI] [PubMed] [Google Scholar]
- [32].Ma PC. Personalized targeted therapy in advanced non-small cell lung cancer. Cleve Clin J Med. 2012;79(Electronic Suppl 1):eS56–60. doi: 10.3949/ccjm.79.s2.12. [DOI] [PubMed] [Google Scholar]
- [33].Mitsudomi T, et al. Gefitinib versus cisplatin plus docetaxel in patients with non-small-cell lung cancer harbouring mutations of the epidermal growth factor receptor (WJTOG3405): an open label, randomised phase 3 trial. Lancet Oncol. 2010;11(2):121–8. doi: 10.1016/S1470-2045(09)70364-X. http://dx.doi.org/10.1016/S1470-2045(09)70364-X. [DOI] [PubMed] [Google Scholar]
- [34].Fukuoka M, et al. Biomarker analyses and final overall survival results from a phase III, randomized, open-label, first-line study of gefitinib versus carboplatin/paclitaxel in clinically selected patients with advanced non-small-cell lung cancer in Asia (IPASS) J Clin Oncol. 2011;29(21):2866–74. doi: 10.1200/JCO.2010.33.4235. http://dx.doi.org/10.1200/JCO.2010.33.4235. [DOI] [PubMed] [Google Scholar]
- [35].Lynch TJ, et al. Activating mutations in the epidermal growth factor receptor underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med. 2004;350(21):2129–39. doi: 10.1056/NEJMoa040938. http://dx.doi.org/10.1056/NEJMoa040938. [DOI] [PubMed] [Google Scholar]
- [36].Soda M, et al. Identification of the transforming EML4-ALK fusion gene in non-small-cell lung cancer. Nature. 2007;448(7153):561–6. doi: 10.1038/nature05945. http://dx.doi.org/10.1038/nature05945. [DOI] [PubMed] [Google Scholar]
- [37].Riely GJ, Ladanyi M. KRAS mutations: an old oncogene becomes a new predictive biomarker. J Mol Diagn. 2008;10(6):493–5. doi: 10.2353/jmoldx.2008.080105. http://dx.doi.org/10.2353/jmoldx.2008.080105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [38].Rekhtman N, et al. Clarifying the spectrum of driver oncogene mutations in biomarker-verified squamous carcinoma of lung: lack of EGFR/KRAS and presence of PIK3CA/AKT1 mutations. Clin Cancer Res. 2012;18(4):1167–76. doi: 10.1158/1078-0432.CCR-11-2109. http://dx.doi.org/10.1158/1078-0432.CCR-11-2109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [39].Lippert TH, Ruoff HJ, Volm M. Current status of methods to assess cancer drug resistance. Int J Med Sci. 2011;8(3):245–53. doi: 10.7150/ijms.8.245. http://dx.doi.org/10.7150/ijms.8.245. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [40].Gottesman MM. Mechanisms of cancer drug resistance. Annu Rev Med. 2002;53:615–27. doi: 10.1146/annurev.med.53.082901.103929. http://dx.doi.org/10.1146/annurev.med.53.082901.103929. [DOI] [PubMed] [Google Scholar]
- [41].Mellor HR, Callaghan R. Resistance to chemotherapy in cancer: a complex and integrated cellular response. Pharmacology. 2008;81(4):275–300. doi: 10.1159/000115967. http://dx.doi.org/10.1159/000115967. [DOI] [PubMed] [Google Scholar]
- [42].Hynes NE, Lane HA. ERBB receptors and cancer: the complexity of targeted inhibitors. Nat Rev Cancer. 2005;5(5):341–54. doi: 10.1038/nrc1609. http://dx.doi.org/10.1038/nrc1609. [DOI] [PubMed] [Google Scholar]
- [43].Baselga J, Albanell J. Targeting epidermal growth factor receptor in lung cancer. Curr Oncol Rep. 2002;4(4):317–24. doi: 10.1007/s11912-002-0007-1. http://dx.doi.org/10.1007/s11912-002-0007-1. [DOI] [PubMed] [Google Scholar]
- [44].Chen G, et al. Targeting the epidermal growth factor receptor in non-small cell lung cancer cells: the effect of combining RNA interference with tyrosine kinase inhibitors or cetuximab. BMC Med. 2012;10:28. doi: 10.1186/1741-7015-10-28. http://dx.doi.org/10.1186/1741-7015-10-28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [45].Sridhar SS, Seymour L, Shepherd FA. Inhibitors of epidermal-growth-factor receptors: a review of clinical research with a focus on non-small-cell lung cancer. Lancet Oncol. 2003;4(7):397–406. doi: 10.1016/s1470-2045(03)01137-9. http://dx.doi.org/10.1016/S1470-2045(03)01137-9. [DOI] [PubMed] [Google Scholar]
- [46].Jorissen RN, et al. Epidermal growth factor receptor: mechanisms of activation and signalling. Exp Cell Res. 2003;284(1):31–53. doi: 10.1016/s0014-4827(02)00098-8. http://dx.doi.org/10.1016/S0014-4827(02)00098-8. [DOI] [PubMed] [Google Scholar]
- [47].Sibilia M, et al. The epidermal growth factor receptor: from development to tumorigenesis. Differentiation. 2007;75(9):770–87. doi: 10.1111/j.1432-0436.2007.00238.x. http://dx.doi.org/10.1111/j.1432-0436.2007.00238.x. [DOI] [PubMed] [Google Scholar]
- [48].Uberall I, et al. The status and role of ErbB receptors in human cancer. Exp Mol Pathol. 2008;84(2):79–89. doi: 10.1016/j.yexmp.2007.12.002. http://dx.doi.org/10.1016/j.yexmp.2007.12.002. [DOI] [PubMed] [Google Scholar]
- [49].Yarden Y, Pines G. The ERBB network: at last, cancer therapy meets systems biology. Nat Rev Cancer. 2012;12(8):553–63. doi: 10.1038/nrc3309. http://dx.doi.org/10.1038/nrc3309. [DOI] [PubMed] [Google Scholar]
- [50].Herbst RS, Shin DM. Monoclonal antibodies to target epidermal growth factor receptor-positive tumors: a new paradigm for cancer therapy. Cancer. 2002;94(5):1593–11. doi: 10.1002/cncr.10372. http://dx.doi.org/10.1002/cncr.10372. [DOI] [PubMed] [Google Scholar]
- [51].Grandis JR, Sok JC. Signaling through the epidermal growth factor receptor during the development of malignancy. Pharmacol Ther. 2004;102(1):37–46. doi: 10.1016/j.pharmthera.2004.01.002. http://dx.doi.org/10.1016/j.pharmthera.2004.01.002. [DOI] [PubMed] [Google Scholar]
- [52].Hirsch FR, Varella-Garcia M, Cappuzzo F. Predictive value of EGFR and HER2 overexpression in advanced non-small-cell lung cancer. Oncogene. 2009;28(Suppl 1):S32–7. doi: 10.1038/onc.2009.199. http://dx.doi.org/10.1038/onc.2009.199. [DOI] [PubMed] [Google Scholar]
- [53].Sequist LV, et al. Molecular predictors of response to epidermal growth factor receptor antagonists in non-small-cell lung cancer. J Clin Oncol. 2007;25(5):587–95. doi: 10.1200/JCO.2006.07.3585. http://dx.doi.org/10.1200/JCO.2006.07.3585. [DOI] [PubMed] [Google Scholar]
- [54].Sharma SV, et al. Epidermal growth factor receptor mutations in lung cancer. Nat Rev Cancer. 2007;7(3):169–81. doi: 10.1038/nrc2088. http://dx.doi.org/10.1038/nrc2088. [DOI] [PubMed] [Google Scholar]
- [55].Ono M, Kuwano M. Molecular mechanisms of epidermal growth factor receptor (EGFR) activation and response to gefitinib and other EGFR-targeting drugs. Clin Cancer Res. 2006;12(24):7242–51. doi: 10.1158/1078-0432.CCR-06-0646. http://dx.doi.org/10.1158/1078-0432.CCR-06-0646. [DOI] [PubMed] [Google Scholar]
- [56].Pirker R, et al. EGFR expression as a predictor of survival for first-line chemotherapy plus cetuximab in patients with advanced non-small-cell lung cancer: analysis of data from the phase 3 FLEX study. Lancet Oncol. 2012;13(1):33–42. doi: 10.1016/S1470-2045(11)70318-7. http://dx.doi.org/10.1016/S1470-2045(11)70318-7. [DOI] [PubMed] [Google Scholar]
- [57].Milas I, et al. Epidermal growth factor receptor, cyclooxygenase-2, and BAX expression in the primary non-small cell lung cancer and brain metastases. Clin Cancer Res. 2003;9(3):1070–6. [PubMed] [Google Scholar]
- [58].Perez-Soler R. Phase II clinical trial data with the epidermal growth factor receptor tyrosine kinase inhibitor erlotinib (OSI-774) in non-small-cell lung cancer. Clin Lung Cancer. 2004;6(Suppl 1):S20–3. doi: 10.3816/clc.2004.s.010. http://dx.doi.org/10.3816/CLC.2004.s.010. [DOI] [PubMed] [Google Scholar]
- [59].Shepherd FA, et al. Erlotinib in previously treated non-small-cell lung cancer. N Engl J Med. 2005;353(2):123–32. doi: 10.1056/NEJMoa050753. http://dx.doi.org/10.1056/NEJMoa050753. [DOI] [PubMed] [Google Scholar]
- [60].Chang A, et al. Gefitinib (IRESSA) in patients of Asian origin with refractory advanced non-small cell lung cancer: subset analysis from the ISEL study. J Thorac Oncol. 2006;1(8):847–55. http://dx.doi.org/10.1097/01243894-200610000-00014. [PubMed] [Google Scholar]
- [61].Rosell R, et al. Randomized phase II study of cetuximab plus cisplatin/vinorelbine compared with cisplatin/vinorelbine alone as first-line therapy in EGFR-expressing advanced non-small-cell lung cancer. Ann Oncol. 2008;19(2):362–9. doi: 10.1093/annonc/mdm474. http://dx.doi.org/10.1093/annonc/mdm474. [DOI] [PubMed] [Google Scholar]
- [62].Jackman DM, et al. Impact of epidermal growth factor receptor and KRAS mutations on clinical outcomes in previously untreated non-small cell lung cancer patients: results of an online tumor registry of clinical trials. Clin Cancer Res. 2009;15(16):5267–73. doi: 10.1158/1078-0432.CCR-09-0888. http://dx.doi.org/10.1158/1078-0432.CCR-09-0888. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [63].Lin L, Bivona T. Mechanisms of Resistance to Epidermal Growth Factor Receptor Inhibitors and Novel Therapeutic Strategies to Overcome Resistance in NSCLC Patients. Chemother Res Pract. 2012;2012:817297. doi: 10.1155/2012/817297. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [64].Bell DW, et al. Inherited susceptibility to lung cancer may be associated with the T790M drug resistance mutation in EGFR. Nat Genet. 2005;37(12):1315–6. doi: 10.1038/ng1671. http://dx.doi.org/10.1038/ng1671. [DOI] [PubMed] [Google Scholar]
- [65].Pao W, et al. Acquired resistance of lung adenocarcinomas to gefitinib or erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med. 2005;2(3):e73. doi: 10.1371/journal.pmed.0020073. http://dx.doi.org/10.1371/journal.pmed.0020073. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [66].Kobayashi S, et al. EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med. 2005;352(8):786–92. doi: 10.1056/NEJMoa044238. http://dx.doi.org/10.1056/NEJMoa044238. [DOI] [PubMed] [Google Scholar]
- [67].Sos ML, et al. PTEN loss contributes to erlotinib resistance in EGFR-mutant lung cancer by activation of Akt and EGFR. Cancer Res. 2009;69(8):3256–61. doi: 10.1158/0008-5472.CAN-08-4055. http://dx.doi.org/10.1158/0008-5472.CAN-08-4055. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [68].She QB, et al. The BAD protein integrates survival signaling by EGFR/MAPK and PI3K/Akt kinase pathways in PTEN-deficient tumor cells. Cancer Cell. 2005;8(4):287–97. doi: 10.1016/j.ccr.2005.09.006. http://dx.doi.org/10.1016/j.ccr.2005.09.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [69].Vivanco I, et al. The phosphatase and tensin homolog regulates epidermal growth factor receptor (EGFR) inhibitor response by targeting EGFR for degradation. Proc Natl Acad Sci USA. 2010;107(14):6459–64. doi: 10.1073/pnas.0911188107. http://dx.doi.org/10.1073/pnas.0911188107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [70].Yamamoto H, et al. PIK3CA mutations and copy number gains in human lung cancers. Cancer Res. 2008;68(17):6913–21. doi: 10.1158/0008-5472.CAN-07-5084. http://dx.doi.org/10.1158/0008-5472.CAN-07-5084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [71].Ludovini V, et al. High coexpression of both insulin-like growth factor receptor-1 (IGFR-1) and epidermal growth factor receptor (EGFR) is associated with shorter disease-free survival in resected non-small-cell lung cancer patients. Ann Oncol. 2009;20(5):842–9. doi: 10.1093/annonc/mdn727. http://dx.doi.org/10.1093/annonc/mdn727. [DOI] [PubMed] [Google Scholar]
- [72].Cortot AB, et al. Resistance to irreversible EGF receptor tyrosine kinase inhibitors through a multistep mechanism involving the IGF1R pathway. Cancer Res. 2013;73(2):834–43. doi: 10.1158/0008-5472.CAN-12-2066. http://dx.doi.org/10.1158/0008-5472.CAN-12-2066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [73].Sharma SV, et al. A chromatin-mediated reversible drug-tolerant state in cancer cell subpopulations. Cell. 2010;141(1):69–80. doi: 10.1016/j.cell.2010.02.027. http://dx.doi.org/10.1016/j.cell.2010.02.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [74].Boch C, et al. The frequency of EGFR and KRAS mutations in non-small cell lung cancer (NSCLC): routine screening data for central Europe from a cohort study. BMJ Open. 2013;3(4) doi: 10.1136/bmjopen-2013-002560. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [75].Brugger W, et al. Prospective Molecular Marker Analyses of EGFR and KRAS From a Randomized, Placebo-Controlled Study of Erlotinib Maintenance Therapy in Advanced Non-Small-Cell Lung Cancer. J Clin Oncol. 2011 doi: 10.1200/JCO.2010.31.8162. http://dx.doi.org/10.1200/JCO.2010.31.8162. [DOI] [PubMed] [Google Scholar]
- [76].Eberhard DA, et al. Mutations in the epidermal growth factor receptor and in KRAS are predictive and prognostic indicators in patients with non-small-cell lung cancer treated with chemotherapy alone and in combination with erlotinib. J Clin Oncol. 2005;23(25):5900–9. doi: 10.1200/JCO.2005.02.857. http://dx.doi.org/10.1200/JCO.2005.02.857. [DOI] [PubMed] [Google Scholar]
- [77].Riely GJ, Marks J, Pao W. KRAS mutations in non-small cell lung cancer. Proc Am Thorac Soc. 2009;6(2):201–5. doi: 10.1513/pats.200809-107LC. http://dx.doi.org/10.1513/pats.200809-107LC. [DOI] [PubMed] [Google Scholar]
- [78].Heinemann V, et al. Clinical relevance of EGFR- and KRAS-status in colorectal cancer patients treated with monoclonal antibodies directed against the EGFR. Cancer Treat Rev. 2009;35(3):262–71. doi: 10.1016/j.ctrv.2008.11.005. http://dx.doi.org/10.1016/j.ctrv.2008.11.005. [DOI] [PubMed] [Google Scholar]
- [79].Rodenhuis S, et al. Mutational activation of the K-ras oncogene. A possible pathogenetic factor in adenocarcinoma of the lung. N Engl J Med. 1987;317(15):929–35. doi: 10.1056/NEJM198710083171504. http://dx.doi.org/10.1056/NEJM198710083171504. [DOI] [PubMed] [Google Scholar]
- [80].Westra WH, et al. K-ras oncogene activation in lung adenocarcinomas from former smokers. Evidence that K-ras mutations are an early and irreversible event in the development of adenocarcinoma of the lung. Cancer. 1993;72(2):432–8. doi: 10.1002/1097-0142(19930715)72:2<432::aid-cncr2820720219>3.0.co;2-#. http://dx.doi.org/10.1002/1097-0142(19930715)72:2<432::AID-CNCR2820720219>3.0.CO;2- [DOI] [PubMed] [Google Scholar]
- [81].Bos JL. RAS oncogenes in human cancer: a review. Cancer Res. 1989;49(17):4682–9. [PubMed] [Google Scholar]
- [82].Riely GJ, et al. Frequency and distinctive spectrum of KRAS mutations in never smokers with lung adenocarcinoma. Clin Cancer Res. 2008;14(18):5731–4. doi: 10.1158/1078-0432.CCR-08-0646. http://dx.doi.org/10.1158/1078-0432.CCR-08-0646. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [83].Ahrendt SA, et al. Cigarette smoking is strongly associated with mutation of the K-ras gene in patients with primary adenocarcinoma of the lung. Cancer. 2001;92(6):1525–30. doi: 10.1002/1097-0142(20010915)92:6<1525::aid-cncr1478>3.0.co;2-h. http://dx.doi.org/10.1002/1097-0142(20010915)92:6<1525::AID-CNCR1478>3.0.CO;2-H. [DOI] [PubMed] [Google Scholar]
- [84].Pao W, et al. KRAS mutations and primary resistance of lung adenocarcinomas to gefitinib or erlotinib. PLoS Med. 2005;2(1):e17. doi: 10.1371/journal.pmed.0020017. http://dx.doi.org/10.1371/journal.pmed.0020017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [85].Garcia J, et al. KRAS mutational testing in the selection of patients for EGFR-targeted therapies. Semin Diagn Pathol. 2008;25(4):288–94. doi: 10.1053/j.semdp.2008.08.003. http://dx.doi.org/10.1053/j.semdp.2008.08.003. [DOI] [PubMed] [Google Scholar]
- [86].Mascaux C, et al. The role of RAS oncogene in survival of patients with lung cancer: a systematic review of the literature with meta-analysis. Br J Cancer. 2005;92(1):131–9. doi: 10.1038/sj.bjc.6602258. http://dx.doi.org/10.1038/sj.bjc.6602258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [87].Zhu CQ, et al. 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(26):4268–75. doi: 10.1200/JCO.2007.14.8924. http://dx.doi.org/10.1200/JCO.2007.14.8924. [DOI] [PubMed] [Google Scholar]
- [88].van Zandwijk N, et al. EGFR and KRAS mutations as criteria for treatment with tyrosine kinase inhibitors: retro- and prospective observations in non-small-cell lung cancer. Ann Oncol. 2007;18(1):99–103. doi: 10.1093/annonc/mdl323. http://dx.doi.org/10.1093/annonc/mdl323. [DOI] [PubMed] [Google Scholar]
- [89].Douillard JY, et al. 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(5):744–52. doi: 10.1200/JCO.2009.24.3030. http://dx.doi.org/10.1200/JCO.2009.24.3030. [DOI] [PubMed] [Google Scholar]
- [90].Janne PA, et al. Selumetinib plus docetaxel for KRAS-mutant advanced non-small-cell lung cancer: a randomised, multicentre, placebo-controlled, phase 2 study. Lancet Oncol. 2013;14(1):38–47. doi: 10.1016/S1470-2045(12)70489-8. http://dx.doi.org/10.1016/S1470-2045(12)70489-8. [DOI] [PubMed] [Google Scholar]
- [91].Heuckmann JM, Rauh D, Thomas RK. Epidermal growth factor receptor (EGFR) signaling and covalent EGFR inhibition in lung cancer. J Clin Oncol. 2012;30(27):3417–20. doi: 10.1200/JCO.2012.43.1825. http://dx.doi.org/10.1200/JCO.2012.43.1825. [DOI] [PubMed] [Google Scholar]
- [92].Riely GJ, et al. Prospective assessment of discontinuation and reinitiation of erlotinib or gefitinib in patients with acquired resistance to erlotinib or gefitinib followed by the addition of everolimus. Clin Cancer Res. 2007;13(17):5150–5. doi: 10.1158/1078-0432.CCR-07-0560. http://dx.doi.org/10.1158/1078-0432.CCR-07-0560. [DOI] [PubMed] [Google Scholar]
- [93].Yun CH, et al. The T790M mutation in EGFR kinase causes drug resistance by increasing the affinity for ATP. Proc Natl Acad Sci USA. 2008;105(6):2070–5. doi: 10.1073/pnas.0709662105. http://dx.doi.org/10.1073/pnas.0709662105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [94].Yun CH, et al. Structures of lung cancer-derived EGFR mutants and inhibitor complexes: mechanism of activation and insights into differential inhibitor sensitivity. Cancer Cell. 2007;11(3):217–27. doi: 10.1016/j.ccr.2006.12.017. http://dx.doi.org/10.1016/j.ccr.2006.12.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [95].Azam M, et al. Activation of tyrosine kinases by mutation of the gatekeeper threonine. Nat Struct Mol Biol. 2008;15(10):1109–18. doi: 10.1038/nsmb.1486. http://dx.doi.org/10.1038/nsmb.1486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [96].Carter TA, et al. Inhibition of drug-resistant mutants of ABL, KIT, and EGF receptor kinases. Proc Natl Acad Sci USA. 2005;102(31):11011–6. doi: 10.1073/pnas.0504952102. http://dx.doi.org/10.1073/pnas.0504952102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [97].Balak MN, et al. Novel D761Y and common secondary T790M mutations in epidermal growth factor receptor-mutant lung adenocarcinomas with acquired resistance to kinase inhibitors. Clin Cancer Res. 2006;12(21):6494–501. doi: 10.1158/1078-0432.CCR-06-1570. http://dx.doi.org/10.1158/1078-0432.CCR-06-1570. [DOI] [PubMed] [Google Scholar]
- [98].Costa DB, et al. Differential responses to erlotinib in epidermal growth factor receptor (EGFR)-mutated lung cancers with acquired resistance to gefitinib carrying the L747S or T790M secondary mutations. J Clin Oncol. 2008;26(7):1182–4. doi: 10.1200/JCO.2007.14.9039. author reply 1184-6. http://dx.doi.org/10.1200/JCO.2007.14.9039. [DOI] [PubMed] [Google Scholar]
- [99].Bean J, et al. Acquired resistance to epidermal growth factor receptor kinase inhibitors associated with a novel T854A mutation in a patient with EGFR-mutant lung adenocarcinoma. Clin Cancer Res. 2008;14(22):7519–25. doi: 10.1158/1078-0432.CCR-08-0151. http://dx.doi.org/10.1158/1078-0432.CCR-08-0151. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [100].Leguay T, et al. D276G mutation is associated with a poor prognosis in imatinib mesylate-resistant chronic myeloid leukemia patients. Leukemia. 2005;19(12):2332–3. doi: 10.1038/sj.leu.2403993. author reply 2333-4. http://dx.doi.org/10.1038/sj.leu.2403993. [DOI] [PubMed] [Google Scholar]
- [101].Kwak EL, et al. Irreversible inhibitors of the EGF receptor may circumvent acquired resistance to gefitinib. Proc Natl Acad Sci USA. 2005;102(21):7665–70. doi: 10.1073/pnas.0502860102. http://dx.doi.org/10.1073/pnas.0502860102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [102].Ramalingam SS, et al. Randomized phase II study of dacomitinib (PF-00299804), an irreversible pan-human epidermal growth factor receptor inhibitor, versus erlotinib in patients with advanced non-small-cell lung cancer. J Clin Oncol. 2012;30(27):3337–44. doi: 10.1200/JCO.2011.40.9433. http://dx.doi.org/10.1200/JCO.2011.40.9433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [103].Janne PA, et al. Phase I dose-escalation study of the pan-HER inhibitor, PF299804, in patients with advanced malignant solid tumors. Clin Cancer Res. 2011;17(5):1131–9. doi: 10.1158/1078-0432.CCR-10-1220. http://dx.doi.org/10.1158/1078-0432.CCR-10-1220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [104].Li D, et al. BIBW2992, an irreversible EGFR/HER2 inhibitor highly effective in preclinical lung cancer models. Oncogene. 2008;27(34):4702–11. doi: 10.1038/onc.2008.109. http://dx.doi.org/10.1038/onc.2008.109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [105].Miller VA, et al. Afatinib versus placebo for patients with advanced, metastatic non-small-cell lung cancer after failure of erlotinib, gefitinib, or both, and one or two lines of chemotherapy (LUX-Lung 1): a phase 2b/3 randomised trial. Lancet Oncol. 2012;13(5):528–38. doi: 10.1016/S1470-2045(12)70087-6. http://dx.doi.org/10.1016/S1470-2045(12)70087-6. [DOI] [PubMed] [Google Scholar]
- [106].Yang JC, et al. Afatinib for patients with lung adenocarcinoma and epidermal growth factor receptor mutations (LUX-Lung 2): a phase 2 trial. Lancet Oncol. 2012;13(5):539–48. doi: 10.1016/S1470-2045(12)70086-4. http://dx.doi.org/10.1016/S1470-2045(12)70086-4. [DOI] [PubMed] [Google Scholar]
- [107].Yeh HH, et al. Molecular imaging of active mutant L858R EGF receptor (EGFR) kinase-expressing nonsmall cell lung carcinomas using PET/CT. Proc Natl Acad Sci USA. 2011;108(4):1603–8. doi: 10.1073/pnas.1010744108. http://dx.doi.org/10.1073/pnas.1010744108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [108].Sequist LV, et al. Neratinib, an irreversible pan-ErbB receptor tyrosine kinase inhibitor: results of a phase II trial in patients with advanced non-small-cell lung cancer. J Clin Oncol. 2010;28(18):3076–83. doi: 10.1200/JCO.2009.27.9414. http://dx.doi.org/10.1200/JCO.2009.27.9414. [DOI] [PubMed] [Google Scholar]
- [109].Thiery JP. Epithelial-mesenchymal transitions in development and pathologies. Curr Opin Cell Biol. 2003;15(6):740–6. doi: 10.1016/j.ceb.2003.10.006. http://dx.doi.org/10.1016/j.ceb.2003.10.006. [DOI] [PubMed] [Google Scholar]
- [110].Xiao D, He J. Epithelial mesenchymal transition and lung cancer. J Thorac Dis. 2010;2(3):154–9. doi: 10.3978/j.issn.2072-1439.2010.02.03.7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [111].Byers LA, et al. 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(1):279–90. doi: 10.1158/1078-0432.CCR-12-1558. http://dx.doi.org/10.1158/1078-0432.CCR-12-1558. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [112].Suda K, et al. Epithelial to mesenchymal transition in an epidermal growth factor receptor-mutant lung cancer cell line with acquired resistance to erlotinib. J Thorac Oncol. 2011;6(7):1152–61. doi: 10.1097/JTO.0b013e318216ee52. http://dx.doi.org/10.1097/JTO.0b013e318216ee52. [DOI] [PubMed] [Google Scholar]
- [113].Thomson S, et al. 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(20):9455–62. doi: 10.1158/0008-5472.CAN-05-1058. http://dx.doi.org/10.1158/0008-5472.CAN-05-1058. [DOI] [PubMed] [Google Scholar]
- [114].Nurwidya F, et al. Epithelial mesenchymal transition in drug resistance and metastasis of lung cancer. Cancer Res Treat. 2012;44(3):151–6. doi: 10.4143/crt.2012.44.3.151. http://dx.doi.org/10.4143/crt.2012.44.3.151. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [115].Engelman JA, et al. MET amplification leads to gefitinib resistance in lung cancer by activating ERBB3 signaling. Science. 2007;316(5827):1039–43. doi: 10.1126/science.1141478. http://dx.doi.org/10.1126/science.1141478. [DOI] [PubMed] [Google Scholar]
- [116].Lutterbach B, et al. Lung cancer cell lines harboring MET gene amplification are dependent on Met for growth and survival. Cancer Res. 2007;67(5):2081–8. doi: 10.1158/0008-5472.CAN-06-3495. http://dx.doi.org/10.1158/0008-5472.CAN-06-3495. [DOI] [PubMed] [Google Scholar]
- [117].Sadiq AA, Salgia R. MET as a possible target for non-small-cell lung cancer. J Clin Oncol. 2013;31(8):1089–96. doi: 10.1200/JCO.2012.43.9422. http://dx.doi.org/10.1200/JCO.2012.43.9422. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [118].Sgambato A, et al. The c-Met inhibitors: a new class of drugs in the battle against advanced nonsmall-cell lung cancer. Curr Pharm Des. 2012;18(37):6155–68. doi: 10.2174/138161212803582478. http://dx.doi.org/10.2174/138161212803582478. [DOI] [PubMed] [Google Scholar]
- [119].Rikova K, et al. Global survey of phosphotyrosine signaling identifies oncogenic kinases in lung cancer. Cell. 2007;131(6):1190–203. doi: 10.1016/j.cell.2007.11.025. http://dx.doi.org/10.1016/j.cell.2007.11.025. [DOI] [PubMed] [Google Scholar]
- [120].Houtman SH, et al. Echinoderm microtubule-associated protein like protein 4, a member of the echinoderm microtubule-associated protein family, stabilizes microtubules. Neuroscience. 2007;144(4):1373–82. doi: 10.1016/j.neuroscience.2006.11.015. http://dx.doi.org/10.1016/j.neuroscience.2006.11.015. [DOI] [PubMed] [Google Scholar]
- [121].Pulford K, Morris SW, Turturro F. Anaplastic lymphoma kinase proteins in growth control and cancer. J Cell Physiol. 2004;199(3):330–58. doi: 10.1002/jcp.10472. http://dx.doi.org/10.1002/jcp.10472. [DOI] [PubMed] [Google Scholar]
- [122].Morris SW, et al. Fusion of a kinase gene, ALK, to a nucleolar protein gene, NPM, in non-Hodgkin’s lymphoma. Science. 1994;263(5151):1281–4. doi: 10.1126/science.8122112. http://dx.doi.org/10.1126/science.8122112. [DOI] [PubMed] [Google Scholar]
- [123].Choi YL, et al. Identification of novel isoforms of the EML4-ALK transforming gene in non-small cell lung cancer. Cancer Res. 2008;68(13):4971–6. doi: 10.1158/0008-5472.CAN-07-6158. http://dx.doi.org/10.1158/0008-5472.CAN-07-6158. [DOI] [PubMed] [Google Scholar]
- [124].Kwak EL, et al. Anaplastic lymphoma kinase inhibition in non-small-cell lung cancer. N Engl J Med. 2010;363(18):1693–703. doi: 10.1056/NEJMoa1006448. http://dx.doi.org/10.1056/NEJMoa1006448. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [125].Rodig SJ, et al. Unique clinicopathologic features characterize ALK-rearranged lung adenocarcinoma in the western population. Clin Cancer Res. 2009;15(16):5216–23. doi: 10.1158/1078-0432.CCR-09-0802. http://dx.doi.org/10.1158/1078-0432.CCR-09-0802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [126].Koivunen JP, et al. EML4-ALK fusion gene and efficacy of an ALK kinase inhibitor in lung cancer. Clin Cancer Res. 2008;14(13):4275–83. doi: 10.1158/1078-0432.CCR-08-0168. http://dx.doi.org/10.1158/1078-0432.CCR-08-0168. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [127].Shaw AT, et al. Clinical features and outcome of patients with non-small-cell lung cancer who harbor EML4-ALK. J Clin Oncol. 2009;27(26):4247–53. doi: 10.1200/JCO.2009.22.6993. http://dx.doi.org/10.1200/JCO.2009.22.6993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [128].McDermott U, et al. Genomic alterations of anaplastic lymphoma kinase may sensitize tumors to anaplastic lymphoma kinase inhibitors. Cancer Res. 2008;68(9):3389–95. doi: 10.1158/0008-5472.CAN-07-6186. http://dx.doi.org/10.1158/0008-5472.CAN-07-6186. [DOI] [PubMed] [Google Scholar]
- [129].Ou SH, et al. Crizotinib for the treatment of ALK-rearranged non-small cell lung cancer: a success story to usher in the second decade of molecular targeted therapy in oncology. Oncologist. 2012;17(11):1351–75. doi: 10.1634/theoncologist.2012-0311. http://dx.doi.org/10.1634/theoncologist.2012-0311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [130].Shaw AT, et al. Effect of crizotinib on overall survival in patients with advanced non-small-cell lung cancer harbouring ALK gene rearrangement: a retrospective analysis. Lancet Oncol. 2011;12(11):1004–12. doi: 10.1016/S1470-2045(11)70232-7. http://dx.doi.org/10.1016/S1470-2045(11)70232-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [131].Choi YL, et al. EML4-ALK mutations in lung cancer that confer resistance to ALK inhibitors. N Engl J Med. 2010;363(18):1734–9. doi: 10.1056/NEJMoa1007478. http://dx.doi.org/10.1056/NEJMoa1007478. [DOI] [PubMed] [Google Scholar]
- [132].Katayama R, et al. Therapeutic strategies to overcome crizotinib resistance in non-small cell lung cancers harboring the fusion oncogene EML4-ALK. Proc Natl Acad Sci USA. 2011;108(18):7535–40. doi: 10.1073/pnas.1019559108. http://dx.doi.org/10.1073/pnas.1019559108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [133].Lu L, et al. ALK mutants in the kinase domain exhibit altered kinase activity and differential sensitivity to small molecule ALK inhibitors. Biochemistry. 2009;48(16):3600–9. doi: 10.1021/bi8020923. http://dx.doi.org/10.1021/bi8020923. [DOI] [PubMed] [Google Scholar]
- [134].Deininger M, Buchdunger E, Druker BJ. The development of imatinib as a therapeutic agent for chronic myeloid leukemia. Blood. 2005;105(7):2640–53. doi: 10.1182/blood-2004-08-3097. http://dx.doi.org/10.1182/blood-2004-08-3097. [DOI] [PubMed] [Google Scholar]
- [135].Linardou H, et al. Somatic EGFR mutations and efficacy of tyrosine kinase inhibitors in NSCLC. Nat Rev Clin Oncol. 2009;6(6):352–66. doi: 10.1038/nrclinonc.2009.62. http://dx.doi.org/10.1038/nrclinonc.2009.62. [DOI] [PubMed] [Google Scholar]
- [136].Katayama R, et al. Mechanisms of acquired crizotinib resistance in ALK-rearranged lung Cancers. Sci Transl Med. 2012;4(120):120ra17. doi: 10.1126/scitranslmed.3003316. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [137].Shaw AT, Engelman JA. ALK in lung cancer: past, present, and future. J Clin Oncol. 2013;31(8):1105–11. doi: 10.1200/JCO.2012.44.5353. http://dx.doi.org/10.1200/JCO.2012.44.5353. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [138].Kim S, et al. Heterogeneity of genetic changes associated with acquired crizotinib resistance in ALK-rearranged lung cancer. J Thorac Oncol. 2013;8(4):415–22. doi: 10.1097/JTO.0b013e318283dcc0. http://dx.doi.org/10.1097/JTO.0b013e318283dcc0. [DOI] [PubMed] [Google Scholar]
- [139].Doebele RC, et al. Mechanisms of resistance to crizotinib in patients with ALK gene rearranged non-small cell lung cancer. Clin Cancer Res. 2012;18(5):1472–82. doi: 10.1158/1078-0432.CCR-11-2906. http://dx.doi.org/10.1158/1078-0432.CCR-11-2906. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [140].Hong DS, et al. Targeting the molecular chaperone heat shock protein 90 (HSP90): lessons learned and future directions. Cancer Treat Rev. 2013;39(4):375–87. doi: 10.1016/j.ctrv.2012.10.001. http://dx.doi.org/10.1016/j.ctrv.2012.10.001. [DOI] [PubMed] [Google Scholar]
- [141].Barrott JJ, Haystead TA. Hsp90, an unlikely ally in the war on cancer. FEBS J. 2013;280(6):1381–96. doi: 10.1111/febs.12147. http://dx.doi.org/10.1111/febs.12147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [142].Sequist LV, et al. Activity of IPI-504, a novel heat-shock protein 90 inhibitor, in patients with molecularly defined non-small-cell lung cancer. J Clin Oncol. 2010;28(33):4953–60. doi: 10.1200/JCO.2010.30.8338. http://dx.doi.org/10.1200/JCO.2010.30.8338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [143].Normant E, et al. The Hsp90 inhibitor IPI-504 rapidly lowers EML4-ALK levels and induces tumor regression in ALK-driven NSCLC models. Oncogene. 2011;30(22):2581–6. doi: 10.1038/onc.2010.625. http://dx.doi.org/10.1038/onc.2010.625. [DOI] [PubMed] [Google Scholar]
- [144].Sang J, et al. Targeted Inhibition of the Molecular Chaperone Hsp90 Overcomes ALK Inhibitor Resistance in Non-Small 0Cell Lung Cancer. Cancer Discov. 2013;3(4):430–43. doi: 10.1158/2159-8290.CD-12-0440. http://dx.doi.org/10.1158/2159-8290.CD-12-0440. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [145].Schinkel AH, Jonker JW. Mammalian drug efflux transporters of the ATP binding cassette (ABC) family: an overview. Adv Drug Deliv Rev. 2003;55(1):3–29. doi: 10.1016/s0169-409x(02)00169-2. http://dx.doi.org/10.1016/S0169-409X(02)00169-2. [DOI] [PubMed] [Google Scholar]
- [146].Choi YH, Yu AM. ABC Transporters in Multidrug Resistance and Pharmacokinetics, and Strategies for Drug Development. Curr Pharm Des. 2013 doi: 10.2174/138161282005140214165212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [147].Gottesman MM, Pastan I. Biochemistry of multidrug resistance mediated by the multidrug transporter. Annu Rev Biochem. 1993;62:385–27. doi: 10.1146/annurev.bi.62.070193.002125. http://dx.doi.org/10.1146/annurev.bi.62.070193.002125. [DOI] [PubMed] [Google Scholar]
- [148].Goda K, Bacso Z, Szabo G. Multidrug resistance through the spectacle of P-glycoprotein. Curr Cancer Drug Targets. 2009;9(3):281–97. doi: 10.2174/156800909788166493. http://dx.doi.org/10.2174/156800909788166493. [DOI] [PubMed] [Google Scholar]
- [149].Amiri-Kordestani L, et al. Targeting MDR in breast and lung cancer: discriminating its potential importance from the failure of drug resistance reversal studies. Drug Resist Updat. 2012;15(1-2):50–61. doi: 10.1016/j.drup.2012.02.002. http://dx.doi.org/10.1016/j.drup.2012.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [150].Cole SP, et al. Overexpression of a transporter gene in a multidrug-resistant human lung cancer cell line. Science. 1992;258(5088):1650–4. doi: 10.1126/science.1360704. http://dx.doi.org/10.1126/science.1360704. [DOI] [PubMed] [Google Scholar]
- [151].Doyle LA, et al. A multidrug resistance transporter from human MCF-7 breast cancer cells. Proc Natl Acad Sci USA. 1998;95(26):15665–70. doi: 10.1073/pnas.95.26.15665. http://dx.doi.org/10.1073/pnas.95.26.15665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [152].Juliano RL, Ling V. A surface glycoprotein modulating drug permeability in Chinese hamster ovary cell mutants. Biochim Biophys Acta. 1976;455(1):152–62. doi: 10.1016/0005-2736(76)90160-7. http://dx.doi.org/10.1016/0005-2736(76)90160-7. [DOI] [PubMed] [Google Scholar]
- [153].Sharom FJ. ABC multidrug transporters: structure, function and role in chemoresistance. Pharmacogenomics. 2008;9(1):105–27. doi: 10.2217/14622416.9.1.105. http://dx.doi.org/10.2217/14622416.9.1.105. [DOI] [PubMed] [Google Scholar]
- [154].Szakacs G, et al. Targeting multidrug resistance in cancer. Nat Rev Drug Discov. 2006;5(3):219–34. doi: 10.1038/nrd1984. http://dx.doi.org/10.1038/nrd1984. [DOI] [PubMed] [Google Scholar]
- [155].Trock BJ, Leonessa F, Clarke R. Multidrug resistance in breast cancer: a meta-analysis of MDR1/gp170 expression and its possible functional significance. J Natl Cancer Inst. 1997;89(13):917–31. doi: 10.1093/jnci/89.13.917. http://dx.doi.org/10.1093/jnci/89.13.917. [DOI] [PubMed] [Google Scholar]
- [156].Shaffer BC, et al. Drug resistance: still a daunting challenge to the successful treatment of AML. Drug Resist Updat. 2012;15(1-2):62–9. doi: 10.1016/j.drup.2012.02.001. http://dx.doi.org/10.1016/j.drup.2012.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [157].Wioland MA, et al. CFTR, MDR1, and MRP1 immunolocalization in normal human nasal respiratory mucosa. J Histochem Cytochem. 2000;48(9):1215–22. doi: 10.1177/002215540004800905. http://dx.doi.org/10.1177/002215540004800905. [DOI] [PubMed] [Google Scholar]
- [158].Campbell L, et al. Constitutive expression of p-glycoprotein in normal lung alveolar epithelium and functionality in primary alveolar epithelial cultures. J Pharmacol Exp Ther. 2003;304(1):441–52. doi: 10.1124/jpet.102.042994. http://dx.doi.org/10.1124/jpet.102.042994. [DOI] [PubMed] [Google Scholar]
- [159].Leonard GD, Fojo T, Bates SE. The role of ABC transporters in clinical practice. Oncologist. 2003;8(5):411–24. doi: 10.1634/theoncologist.8-5-411. http://dx.doi.org/10.1634/theoncologist.8-5-411. [DOI] [PubMed] [Google Scholar]
- [160].Lai SL, et al. MDR1 gene expression in lung cancer. J Natl Cancer Inst. 1989;81(15):1144–50. doi: 10.1093/jnci/81.15.1144. http://dx.doi.org/10.1093/jnci/81.15.1144. [DOI] [PubMed] [Google Scholar]
- [161].Oka M, et al. The clinical role of MDR1 gene expression in human lung cancer. Anticancer Res. 1997;17(1B):721–4. [PubMed] [Google Scholar]
- [162].Scagliotti GV, et al. Detection of multidrug resistance associated P-170 glycoprotein in previously untreated non small cell lung cancer. Anticancer Res. 1991;11(6):2207–10. [PubMed] [Google Scholar]
- [163].Beer TW, Rowlands DC, Crocker J. Detection of the multidrug resistance marker P-glycoprotein by immunohistochemistry in malignant lung tumours. Thorax. 1996;51(5):526–9. doi: 10.1136/thx.51.5.526. http://dx.doi.org/10.1136/thx.51.5.526. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [164].Merk J, et al. Chemoresistance in non-small-cell lung cancer: can multidrug resistance markers predict the response of xenograft lung cancer models to chemotherapy? Eur J Cardiothorac Surg. 2011;40(1):e29–33. doi: 10.1016/j.ejcts.2011.02.010. http://dx.doi.org/10.1016/j.ejcts.2011.02.010. [DOI] [PubMed] [Google Scholar]
- [165].Chiou JF, et al. Comparing the relationship of Taxol-based chemotherapy response with P-glycoprotein and lung resistance-related protein expression in non-small cell lung cancer. Lung. 2003;181(5):267–73. doi: 10.1007/s00408-003-1029-7. http://dx.doi.org/10.1007/s00408-003-1029-7. [DOI] [PubMed] [Google Scholar]
- [166].Abe Y, et al. P-glycoprotein-mediated acquired multidrug resistance of human lung cancer cells in vivo. Br J Cancer. 1996;74(12):1929–34. doi: 10.1038/bjc.1996.655. http://dx.doi.org/10.1038/bjc.1996.655. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [167].Yeh JJ, et al. Predicting chemotherapy response to paclitaxel-based therapy in advanced non-small-cell lung cancer with P-glycoprotein expression. Respiration. 2003;70(1):32–5. doi: 10.1159/000068411. http://dx.doi.org/10.1159/000068411. [DOI] [PubMed] [Google Scholar]
- [168].Mahon FX, et al. Selection and characterization of BCR-ABL positive cell lines with differential sensitivity to the tyrosine kinase inhibitor STI571: diverse mechanisms of resistance. Blood. 2000;96(3):1070–9. [PubMed] [Google Scholar]
- [169].Assef Y, et al. Imatinib resistance in multidrug-resistant K562 human leukemic cells. Leuk Res. 2009;33(5):710–6. doi: 10.1016/j.leukres.2008.09.024. http://dx.doi.org/10.1016/j.leukres.2008.09.024. [DOI] [PubMed] [Google Scholar]
- [170].Hegedus T, et al. Interaction of tyrosine kinase inhibitors with the human multidrug transporter proteins, MDR1 and MRP1. Biochim Biophys Acta. 2002;1587(2-3):318–25. doi: 10.1016/s0925-4439(02)00095-9. http://dx.doi.org/10.1016/S0925-4439(02)00095-9. [DOI] [PubMed] [Google Scholar]
- [171].Haouala A, et al. siRNA-Mediated Knock-Down of P-Glycoprotein Expression Reveals Distinct Cellular Disposition of Anticancer Tyrosine Kinases Inhibitors. Drug Metab Lett. 2010;4(2):114–119. doi: 10.2174/187231210791292726. http://dx.doi.org/10.2174/187231210791292726. [DOI] [PubMed] [Google Scholar]
- [172].Marchetti S, et al. Effect of the ATP-binding cassette drug transporters ABCB1, ABCG2, and ABCC2 on erlotinib hydrochloride (Tarceva) disposition in in vitro and in vivo pharmacokinetic studies employing Bcrp1−/−/Mdr1a/1b−/−(triple-knockout) and wild-type mice. Mol Cancer Ther. 2008;7(8):2280–7. doi: 10.1158/1535-7163.MCT-07-2250. http://dx.doi.org/10.1158/1535-7163.MCT-07-2250. [DOI] [PubMed] [Google Scholar]
- [173].Dohse M, et al. Comparison of ATP-binding cassette transporter interactions with the tyrosine kinase inhibitors imatinib, nilotinib, and dasatinib. Drug Metab Dispos. 2010;38(8):1371–80. doi: 10.1124/dmd.109.031302. http://dx.doi.org/10.1124/dmd.109.031302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [174].Davies A, et al. Nilotinib concentration in cell lines and primary CD34(+) chronic myeloid leukemia cells is not mediated by active uptake or efflux by major drug transporters. Leukemia. 2009;23(11):1999–2006. doi: 10.1038/leu.2009.166. http://dx.doi.org/10.1038/leu.2009.166. [DOI] [PubMed] [Google Scholar]
- [175].Harmsen S, et al. PXR-mediated P-glycoprotein induction by small molecule tyrosine kinase inhibitors. Eur J Pharm Sci. 2013;48(4-5):644–9. doi: 10.1016/j.ejps.2012.12.019. http://dx.doi.org/10.1016/j.ejps.2012.12.019. [DOI] [PubMed] [Google Scholar]
- [176].Kitazaki T, et al. Gefitinib, an EGFR tyrosine kinase inhibitor, directly inhibits the function of P-glycoprotein in multidrug resistant cancer cells. Lung Cancer. 2005;49(3):337–43. doi: 10.1016/j.lungcan.2005.03.035. http://dx.doi.org/10.1016/j.lungcan.2005.03.035. [DOI] [PubMed] [Google Scholar]
- [177].Shi Z, et al. Erlotinib (Tarceva, OSI-774) antagonizes ATP-binding cassette subfamily B member 1 and ATP-binding cassette subfamily G member 2-mediated drug resistance. Cancer Res. 2007;67(22):11012–20. doi: 10.1158/0008-5472.CAN-07-2686. http://dx.doi.org/10.1158/0008-5472.CAN-07-2686. [DOI] [PubMed] [Google Scholar]
- [178].Leslie EM, Deeley RG, Cole SP. Multidrug resistance proteins: role of P-glycoprotein, MRP1, MRP2, and BCRP (ABCG2) in tissue defense. Toxicol Appl Pharmacol. 2005;204(3):216–37. doi: 10.1016/j.taap.2004.10.012. http://dx.doi.org/10.1016/j.taap.2004.10.012. [DOI] [PubMed] [Google Scholar]
- [179].He SM, et al. Structural and functional properties of human multidrug resistance protein 1 (MRP1/ABCC1) Curr Med Chem. 2011;18(3):439–81. doi: 10.2174/092986711794839197. http://dx.doi.org/10.2174/092986711794839197. [DOI] [PubMed] [Google Scholar]
- [180].Van der Deen M, et al. Diminished expression of Multidrug Resistance-associated Protein 1 (MRP1) in bronchial epithelium of COPD patients. Am J Respir Crit Care Med. 2003;167:A397. doi: 10.1007/s00428-006-0240-3. [DOI] [PubMed] [Google Scholar]
- [181].Sakamoto A, et al. Quantitative expression of human drug transporter proteins in lung tissues: Analysis of regional, gender, and interindividual differences by liquid chromatography-tandem mass spectrometry. J Pharm Sci. 2013 doi: 10.1002/jps.23606. http://dx.doi.org/10.1002/jps.23606. [DOI] [PubMed] [Google Scholar]
- [182].Cole SP, Deeley RG. Transport of glutathione and glutathione conjugates by MRP1. Trends Pharmacol Sci. 2006;27(8):438–46. doi: 10.1016/j.tips.2006.06.008. http://dx.doi.org/10.1016/j.tips.2006.06.008. [DOI] [PubMed] [Google Scholar]
- [183].Borst P, et al. A family of drug transporters: the multidrug resistance-associated proteins. J Natl Cancer Inst. 2000;92(16):1295–302. doi: 10.1093/jnci/92.16.1295. http://dx.doi.org/10.1093/jnci/92.16.1295. [DOI] [PubMed] [Google Scholar]
- [184].Ota E, et al. Expression of the multidrug resistance-associated protein (MRP) gene in non-small-cell lung cancer. Br J Cancer. 1995;72(3):550–4. doi: 10.1038/bjc.1995.372. http://dx.doi.org/10.1038/bjc.1995.372. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [185].Sugawara I, et al. Preferential expression of the multidrug-resistance-associated protein (MRP) in adenocarcinoma of the lung. Int J Cancer. 1995;64(5):322–5. doi: 10.1002/ijc.2910640507. http://dx.doi.org/10.1002/ijc.2910640507. [DOI] [PubMed] [Google Scholar]
- [186].Doubre H, et al. Multidrug resistance-associated protein (MRP1) is overexpressed in DNA aneuploid carcinomatous cells in non-small cell lung cancer (NSCLC) Int J Cancer. 2005;113(4):568–74. doi: 10.1002/ijc.20617. http://dx.doi.org/10.1002/ijc.20617. [DOI] [PubMed] [Google Scholar]
- [187].Li J, et al. Expression of MRP1, BCRP, LRP, and ERCC1 in advanced non-small-cell lung cancer: correlation with response to chemotherapy and survival. Clin Lung Cancer. 2009;10(6):414–21. doi: 10.3816/CLC.2009.n.078. http://dx.doi.org/10.3816/CLC.2009.n.078. [DOI] [PubMed] [Google Scholar]
- [188].Li XQ, et al. Expression of MRP1, BCRP, LRP and ERCC1 as prognostic factors in non-small cell lung cancer patients receiving postoperative cisplatin-based chemotherapy. Int J Biol Markers. 2009;24(4):230–7. doi: 10.1177/172460080902400403. [DOI] [PubMed] [Google Scholar]
- [189].Leslie EM, et al. Modulation of multidrug resistance protein 1 (MRP1/ABCC1) transport and atpase activities by interaction with dietary flavonoids. Mol Pharmacol. 2001;59(5):1171–80. doi: 10.1124/mol.59.5.1171. [DOI] [PubMed] [Google Scholar]
- [190].Rungsardthong K, Mares-Samano S, Penny J. Virtual screening of ABCC1 transporter nucleotidebinding domains as a therapeutic target in multidrug resistant cancer. Bioinformation. 2012;8(19):907–11. doi: 10.6026/97320630008907. http://dx.doi.org/10.6026/97320630008907. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [191].Hopper E, et al. Analysis of the structure and expression pattern of MRP7 (ABCC10), a new member of the MRP subfamily. Cancer Lett. 2001;162(2):181–91. doi: 10.1016/s0304-3835(00)00646-7. http://dx.doi.org/10.1016/S0304-3835(00)00646-7. [DOI] [PubMed] [Google Scholar]
- [192].Takayanagi S, et al. Human ATP-binding cassette transporter ABCC10: expression profile and p53-dependent upregulation. J Exp Ther Oncol. 2004;4(3):239–46. [PubMed] [Google Scholar]
- [193].Bleasby K, et al. Expression profiles of 50 xenobiotic transporter genes in humans and pre-clinical species: a resource for investigations into drug disposition. Xenobiotica. 2006;36(10-11):963–88. doi: 10.1080/00498250600861751. http://dx.doi.org/10.1080/00498250600861751. [DOI] [PubMed] [Google Scholar]
- [194].Hopper-Borge E, et al. Analysis of the drug resistance profile of multidrug resistance protein 7 (ABCC10): resistance to docetaxel. Cancer Res. 2004;64(14):4927–30. doi: 10.1158/0008-5472.CAN-03-3111. http://dx.doi.org/10.1158/0008-5472.CAN-03-3111. [DOI] [PubMed] [Google Scholar]
- [195].Hopper-Borge EA, et al. Human multidrug resistance protein 7 (ABCC10) is a resistance factor for nucleoside analogues and epothilone B. Cancer Res. 2009;69(1):178–84. doi: 10.1158/0008-5472.CAN-08-1420. http://dx.doi.org/10.1158/0008-5472.CAN-08-1420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [196].Hopper-Borge EA, et al. Contribution of Abcc10 (Mrp7) to in vivo paclitaxel resistance as assessed in Abcc10(−/−) mice. Cancer Res. 2011;71(10):3649–57. doi: 10.1158/0008-5472.CAN-10-3623. http://dx.doi.org/10.1158/0008-5472.CAN-10-3623. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [197].Mohelnikova-Duchonova B, et al. Differences in Transcript Levels of ABC Transporters Between Pancreatic Adenocarcinoma and Nonneoplastic Tissues. Pancreas. 2013;42(4):707–16. doi: 10.1097/MPA.0b013e318279b861. http://dx.doi.org/10.1097/MPA.0b013e318279b861. [DOI] [PubMed] [Google Scholar]
- [198].Hlavata I, et al. The role of ABC transporters in progression and clinical outcome of colorectal cancer. Mutagenesis. 2012;27(2):187–96. doi: 10.1093/mutage/ger075. http://dx.doi.org/10.1093/mutage/ger075. [DOI] [PubMed] [Google Scholar]
- [199].Wang P, et al. Expression and Clinical Significance of ABCC10 in the Patients with Non-small Cell Lung Cancer. Chin J Lung Cancer. 2009;12(8):875–8. doi: 10.3779/j.issn.1009-3419.2009.08.08. [DOI] [PubMed] [Google Scholar]
- [200].Oguri T, et al. MRP7/ABCC10 expression is a predictive biomarker for the resistance to paclitaxel in non-small cell lung cancer. Mol Cancer Ther. 2008;7(5):1150–5. doi: 10.1158/1535-7163.MCT-07-2088. http://dx.doi.org/10.1158/1535-7163.MCT-07-2088. [DOI] [PubMed] [Google Scholar]
- [201].Bessho Y, et al. ABCC10/MRP7 is associated with vinorelbine resistance in non-small cell lung cancer. Oncol Rep. 2009;21(1):263–8. [PubMed] [Google Scholar]
- [202].Nakatomi K, et al. Transport of 7-ethyl-10-hydroxycamptothecin (SN-38) by breast cancer resistance protein ABCG2 in human lung cancer cells. Biochem Biophys Res Commun. 2001;288(4):827–32. doi: 10.1006/bbrc.2001.5850. http://dx.doi.org/10.1006/bbrc.2001.5850. [DOI] [PubMed] [Google Scholar]
- [203].Kawabata S, et al. Breast cancer resistance protein directly confers SN-38 resistance of lung cancer cells. Biochem Biophys Res Commun. 2001;280(5):1216–23. doi: 10.1006/bbrc.2001.4267. http://dx.doi.org/10.1006/bbrc.2001.4267. [DOI] [PubMed] [Google Scholar]
- [204].Yuan J, et al. Role of BCRP as a biomarker for predicting resistance to 5-fluorouracil in breast cancer. Cancer Chemother Pharmacol. 2009;63(6):1103–10. doi: 10.1007/s00280-008-0838-z. http://dx.doi.org/10.1007/s00280-008-0838-z. [DOI] [PubMed] [Google Scholar]
- [205].Maliepaard M, et al. Subcellular localization and distribution of the breast cancer resistance protein transporter in normal human tissues. Cancer Res. 2001;61(8):3458–64. [PubMed] [Google Scholar]
- [206].Natarajan K, et al. Role of breast cancer resistance protein (BCRP/ABCG2) in cancer drug resistance. Biochem Pharmacol. 2012;83(8):1084–103. doi: 10.1016/j.bcp.2012.01.002. http://dx.doi.org/10.1016/j.bcp.2012.01.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [207].Scheffer GL, et al. Multidrug resistance related molecules in human and murine lung. J Clin Pathol. 2002;55(5):332–9. doi: 10.1136/jcp.55.5.332. http://dx.doi.org/10.1136/jcp.55.5.332. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [208].van der Deen M, et al. ATP-binding cassette (ABC) transporters in normal and pathological lung. Respir Res. 2005;6:59. doi: 10.1186/1465-9921-6-59. http://dx.doi.org/10.1186/1465-9921-6-59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [209].Kim YH, et al. Expression of breast cancer resistance protein is associated with a poor clinical outcome in patients with small-cell lung cancer. Lung Cancer. 2009;65(1):105–11. doi: 10.1016/j.lungcan.2008.10.008. http://dx.doi.org/10.1016/j.lungcan.2008.10.008. [DOI] [PubMed] [Google Scholar]
- [210].Shukla S, Chen ZS, Ambudkar SV. Tyrosine kinase inhibitors as modulators of ABC transporter-mediated drug resistance. Drug Resist Updat. 2012;15(1-2):70–80. doi: 10.1016/j.drup.2012.01.005. http://dx.doi.org/10.1016/j.drup.2012.01.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [211].Nakamura Y, et al. Gefitinib (“Iressa”, ZD1839), an epidermal growth factor receptor tyrosine kinase inhibitor, reverses breast cancer resistance protein/ABCG2-mediated drug resistance. Cancer Res. 2005;65(4):1541–6. doi: 10.1158/0008-5472.CAN-03-2417. http://dx.doi.org/10.1158/0008-5472.CAN-03-2417. [DOI] [PubMed] [Google Scholar]
- [212].Usuda J, et al. Breast cancer resistance protein (BCRP) affected acquired resistance to gefitinib in a “never-smoked” female patient with advanced non-small cell lung cancer. Lung Cancer. 2007;58(2):296–9. doi: 10.1016/j.lungcan.2007.05.019. http://dx.doi.org/10.1016/j.lungcan.2007.05.019. [DOI] [PubMed] [Google Scholar]
- [213].Huang WC, et al. Nuclear translocation of epidermal growth factor receptor by Akt-dependent phosphorylation enhances breast cancer-resistant protein expression in gefitinib-resistant cells. J Biol Chem. 2011;286(23):20558–68. doi: 10.1074/jbc.M111.240796. http://dx.doi.org/10.1074/jbc.M111.240796. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [214].Shi Z, et al. The epidermal growth factor tyrosine kinase inhibitor AG1478 and erlotinib reverse ABCG2-mediated drug resistance. Oncol Rep. 2009;21(2):483–9. [PMC free article] [PubMed] [Google Scholar]
- [215].Zhou Y, et al. Cepharanthine is a potent reversal agent for MRP7(ABCC10)-mediated multidrug resistance. Biochem Pharmacol. 2009;77(6):993–1001. doi: 10.1016/j.bcp.2008.12.005. http://dx.doi.org/10.1016/j.bcp.2008.12.005. [DOI] [PubMed] [Google Scholar]
- [216].Sun YL, et al. Reversal of MRP7 (ABCC10)-mediated multidrug resistance by tariquidar. PLoS One. 2013;8(2):e55576. doi: 10.1371/journal.pone.0055576. http://dx.doi.org/10.1371/journal.pone.0055576. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [217].Tiwari AK, et al. Nilotinib potentiates anticancer drug sensitivity in murine ABCB1-, ABCG2-, and ABCC10-multidrug resistance xenograft models. Cancer Lett. 2012 doi: 10.1016/j.canlet.2012.10.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [218].Kuang YH, et al. Lapatinib and erlotinib are potent reversal agents for MRP7 (ABCC10)-mediated multidrug resistance. Biochem Pharmacol. 2010;79(2):154–61. doi: 10.1016/j.bcp.2009.08.021. http://dx.doi.org/10.1016/j.bcp.2009.08.021. [DOI] [PMC free article] [PubMed] [Google Scholar]