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Mechanisms of receptor tyrosine kinase activation in cancer

Zhenfang Du, Christine M. Lovly

Molecular Cancer · 2018 · Review · CC BY

doi:10.1186/s12943-018-0782-4

Abstract

Receptor tyrosine kinases (RTKs) play an important role in a variety of cellular processes including growth, motility, differentiation, and metabolism. As such, dysregulation of RTK signaling leads to an assortment of human diseases, most notably, cancers. Recent large-scale genomic studies have revealed the presence of various alterations in the genes encoding RTKs such as EGFR, HER2/ErbB2, and MET, amongst many others. Abnormal RTK activation in human cancers is mediated by four principal mechanisms: gain-of-function mutations, genomic amplification, chromosomal rearrangements, and / or autocrine activation. In this manuscript, we review the processes whereby RTKs are activated under normal physiological conditions and discuss several mechanisms whereby RTKs can be aberrantly activated in human cancers. Understanding of these mechanisms has important implications for selection of anti-cancer therapies.

Full text

From PubMed Central, U.S. National Library of Medicine, as current on Oct 16, 2026. Paragraph numbers are ours, so an answer can point at one.

Background

Receptor tyrosine kinases (RTKs) are a subclass of tyrosine kinases that are involved in mediating cell-to-cell communication and controlling a wide range of complex biological functions, including cell growth, motility, differentiation, and metabolism. There are 58 known RTKs in humans, and all RTKs share a similar protein structure comprised of an extracellular ligand binding domain, a single transmembrane helix, and an intracellular region that contains a juxtamembrane regulatory region, a tyrosine kinase domain (TKD) and a carboxyl (C-) terminal tail. Dysregulation of RTK signaling leads to many human diseases, especially cancer. Given the advent of the genomic era and the implementation of next generation sequencing (NGS) in cancer research as well as routine clinical practice, mutational landscapes have been established in almost all types of human tumors. These genomic studies have revealed the presence of several different types of alterations in the genes encoding RTKs such as EGFR, HER2/ErbB2, MET, amongst many others. The presence of recurrent RTK genomic alterations raises the question about how they function in cancer development and how to best treat cancer patients whose tumors harbor certain RTK mutations. In this manuscript, we review the processes whereby RTKs are activated under normal physiological conditions and discuss several mechanisms whereby RTKs can be aberrantly activated in human cancers, which have important implications for selection of anti-cancer therapies.

Mechanisms of RTK activation under normal physiologic conditions

RTKs are generally activated by receptor-specific ligands. Growth factor ligands bind to extracellular regions of RTKs, and the receptor is activated by ligand-induced receptor dimerization and/or oligomerization (Fig. 1a). For most RTKs, the resultant conformational changes enable trans-autophosphorylation of each TKD and release of the cis-autoinhibition. This conformational change allows the TKD to assume an active conformation. Autophosphorylation of RTKs also recruits and activates a wide variety of downstream signaling proteins which contain Src homology-2 (SH2) or phosphotyrosine-binding (PTB) domains. These domains bind to specific phosphotyrosine residues within the receptor and engage downstream mediators that propagate critical cellular signaling pathways.

Ligand-induced dimerization of RTK extracellular regions

In general, there are four modes of RTK dimerization which lead to activation of the tyrosine kinase domain. In the first mode, receptor dimerization is completely ligand mediated without any direct contact between the extracellular regions of the two receptors, such as in the case of TrkA (NGF receptor). In the second mode, dimerization is instead completely receptor mediated without any physical interaction between two activating ligands, as in the case of ErbB family members (EGFR, HER2/ErbB2, HER3/ErbB3, and HER4/ErbB4). In the third mode, ligand homodimers bind to two receptor molecules, which then interact with each other across the dimer interface, such as the case for KIT (SCF receptor). In the fourth mode, in addition to a combination of bivalent ligand binding and direct receptor-receptor contacts, accessory molecules also participate in receptor dimerization. For example, the FGFR family of RTKs uses heparin or heparan sulfate as accessory molecules in this mode.

Notably, a subset of RTKs forms dimers or high-order oligomers even without activating ligands. The receptors stay in dynamic equilibrium between monomers and dimers. For EGFR and many other RTKs, monomers predominate before ligand-binding. For the insulin receptor (IR), dimers predominate even without ligands. The pre-formed dimers exist as either “inactive” or “active” form. The “inactive” dimers are likely in dynamic equilibrium with “active” dimers. An active dimer will be stabilized by ligand binding, whereas an inactive dimer will be activated by ligand binding through conformational changes. In both scenarios, the ligand binding will shift the equilibrium to the formation of ligand-induced dimerization.

The ErbB family is of particular interest in cancer biology, and therefore discussed here in additional detail. The extracellular regions of the ErbB receptors family include four subdomains (I-IV). In the absence of ligands, the intracellular TKD is inactive, and the extracellular region adopts a “tethered” configuration in which the dimerization arm (a β-hairpin within subdomain II of the ECD) is entirely buried by intra-molecular interactions with domain IV and forms intra-molecular autoinhibitory interactions. Ligand simultaneously binds to two sites (subdomain I and subdomain III) within the extracellular region of one receptor, rather than spanning two separate receptors as seen for NGF, SCF, or FGF receptor. Ligand binding induces a dramatic conformational change that “extends” the extracellular region and exposes the previously buried dimerization arm to an active conformation. With the dimerization arm exposed, the extracellular region of the receptor dimerizes, inducing intracellular conformational changes so that they can enable kinase activation.

Activation of intracellular tyrosine kinase domains

Numerous studies have been performed to determine how physiological information is transmitted from the exterior to the interior of the cells. Before activation, the TKD is in a condition of cis-autoinhibition by certain intra-molecular interactions unique for each receptor. Ligand-induced dimerization releases this cis-autoinhibition. FGFR, IR, and IGF-1R receptors are autoinhibited by the activation loop, which directly contacts the active site of the kinase and disrupts ATP and substrate binding. KIT and Eph receptors are regulated by juxtamembrane autoinhibition, in which the juxtamembrane region interacts with components within the active site of the kinase—thereby stabilizing an inactive state. For the TEK, MET, and RON (MST-1R) receptors, the C-terminal tail contacts the active site of the TKD, thus inhibiting substrate access. This interaction stabilizes an inactive conformation which exerts a strong autoinhibition on kinase activity. Ligand-induced dimerization induces trans-phosphorylation of key tyrosine residues, resulting in destabilization of these autoinhibitory interactions and therefore, allowing the kinase to assume an active conformation.

Again, calling out the unique properties of the ErbB family of RTKs – the kinase activity of these receptors is activated through a unique allosteric mechanism whereby the C-lobe of one kinase domain in the dimer pair (the so called ‘activator’ kinase) physically contacts the N-lobe of the other kinase domain in the dimer pair (the so called ‘receiver’ kinase). This physical interaction induces conformational changes in the N-lobe of receiver kinase which induces activation of the ‘receiver’ kinase domain and trans-phosphorylation of tyrosine residues in the C-terminal tail of the ‘activator’. Phosphorylation of the activation loop is not involved in this mechanism.

Mechanism of activation of downstream signaling

Activation and subsequent autophosphorylation of RTKs results in the recruitment of a wide range of downstream signaling proteins. Most autophosphorylation sites function as binding sites for SH2 or PTB domain containing signaling proteins. SH2 domain containing proteins can be recruited directly to the receptor, or indirectly to the receptor through docking proteins which bind to RTKs via their PTB domains. Docking proteins function as “assembly platforms” to recruit additional signaling molecules containing SH2 or other domains. The presence of several phosphotyrosines and the involvement of various docking proteins confer activated RTKs the ability to recruit and regulate a wide range of signaling pathways including RAS/MAPK, PI-3 K/AKT, and JAK2/STAT signaling. Therefore, RTKs function as a node which transfers complicated information regarding cell growth and migration from the extracellular milieu ultimately to the cell nucleus to activate transcriptional pathways involved in regulating many cellular processes.

Summary of RTK activation under normal physiologic conditions

Several decades of intricate structural and biochemical studies have revealed the complicated mechanisms whereby RTKs are activated in a ligand mediated way to propagate cellular signals. A detailed understanding of receptor physiology is crucial to fully understand how and why oncogenic mutations in RTKs disrupt this normal biology, resulting in a dysregulation of cell growth, aberrant cell signaling, and altered metabolism in tumor cells.

Oncogenic activation of receptor tyrosine kinases

Under normal physiologic conditions, the level of RTK activity is tightly balanced by the mechanisms described above and by additional molecules, including tyrosine phosphatases. RTKs acquire transforming abilities through several mechanisms, and the final consequence is the disruption of the balance between cell growth/proliferation and cell death. When temporal and spatial regulation are taken into consideration, dysregulated RTK signaling becomes even more complicated. Constitutive activation may confer oncogenic properties upon normal cells and trigger RTK-induced oncogenesis. Four principal mechanisms lead to constitutive RTK activation in human cancers: gain-of-function mutations, genomic amplification, chromosomal rearrangements, and / or autocrine activation. Here, we discuss these four oncogenic activating mechanisms including a special intragenic duplication – kinase domain duplication (KDD).

Activation by gain-of-function mutations

A gain-of-function mutation in an RTK leads to aberrant downstream signal transduction, not subjected to the normal ‘checks and balances’ that occur with physiological signaling. Of particular interest is the identification and functional characterization of ‘driver mutations’ - defined as mutations that can confer a selective growth advantage to the cells. These ‘driver mutations’ can shed light on the understanding of cancer initiation and progression and can also provide potential opportunities for targeted treatments. Somatic mutations in the genes encoding RTKs typically cluster in evolutionally conserved residues, such as the DFG motif in the kinase activation loop and around the nucleotide-binding pocket. These conserved residues (D, F, and G) play key roles in ATP binding and catalytic activity.

Somatic EGFR mutations serve as excellent examples to illustrate the mutational spectrum of RTKs. The entire EGFR TKD is encoded by exons 18–24. EGFR mutations predominantly cluster in exons 18–21, which are adjacent to the ATP-binding pocket. Approximately 90% of these mutations are small in-frame deletions within exon 19 or L858R point mutation within exon 21. These mutations hyperactivate the kinase and, subsequently, its downstream signaling, conferring oncogenic properties. Numerous large international clinical trials have now shown that patients whose tumors harbor activating somatic EGFR TKD mutations are uniquely sensitive to treatment with EGFR tyrosine kinase inhibitors (TKIs).

Mutations can also occur in extracellular domain (ECD), transmembrane domain (TMD) and juxtamembrane domain (JMD) of RTKs. Three missense mutations within the EGFR ECD (P596L, G598 V, and A289V) were previously reported in glioblastoma (GBM). These mutations are associated with increased expression of EGFR protein, which undergoes phosphorylation in the absence of ligand stimulation. In contrast to lung cancer patients with EGFR TKD mutations, GBM patients with EGFR ECD mutations have shown disappointing clinical outcomes when treated with the EGFR TKIs, erlotinib and gefitinib. Studies suggest that the EGFR ECD mutations adopt the inactive conformation (compared to EGFR TKD mutations which adopt the active conformation), and the net effect is that EGFR ECD mutations may be better inhibited with EGFR targeted therapies that bind to the inactive form of the receptor. Point mutations in the FGFR3 ECD (specifically, S249C) were reported in carcinomas of the uterine cervix. These mutations result in unpaired cysteine residues, allowing abnormal receptor dimerization through intermolecular disulfide bonding. Mutations within ECD of other RTKs have also been reported, including RET in thyroid cancer and KIT in gastrointestinal stromal tumor (GIST). HER2 G660D and V659E mutations within the TMD act as driver mutations in non-small cell lung cancer (NSCLC). HER2 V659 mutations are also found in a patient with Li-Fraumeni syndrome. These mutations disrupt specific protein-protein and protein-lipid interactions within the HER2 TMD that are essential for proper receptor dimerization. It has been also shown that these two TMD mutations exhibit lower protein turnover than wild-type HER2. In in vitro models, HER2 V659E exhibits sensitivity to two TKIs - lapatinib and afatinib, indicating TMD mutations could serve as actionable therapeutic targets. Finally, mutations within the JMD release autoinhibitory juxtamembrane interactions and subsequently hyperactivate these RTKs, such as KIT V560G and PDGFRA V561D mutation in GIST. Therefore, mutations within the ECD, TMD and JM of RTKs adopt alternative activating mechanisms compared to mutations within the TKD. It has been observed that patients with GIST harboring mutations within the ECD, TMD, and/or JMD have different treatment response from TKD mutations to targeted therapy by using imatinib, a competitive inhibitor of KIT and PDGFRA. Gain-of-function mutations in the various subdomains of the RTKs described above are represented schematically in Fig. 1b.

Overexpression and genomic amplification

Overexpression of RTKs has been found in a variety of human cancers: EGFR in GBM, lung, esophageal and thyroid cancer; HER2/ErbB2 in lung, bladder, breast and gastric cancer; and MET in lung and gastric cancer. Overexpression leads to increased local concentration of receptor, which results in elevated RTK signaling and overwhelms the antagonizing regulatory effects. While gene amplification is the major mechanism which leads to overexpression of RTKs, additional mechanisms of RTK overexpression include transcriptional/translational enhancement, oncogenic viruses, derailment of normal regulatory mechanisms such as loss of phosphatases or other negative regulators. Regardless of mechanism, overexpression of RTKs has been associated with poor outcomes in some cancer patients, such as EGFR and HER3 in breast cancer.

Gene amplification is characterized by a process that increases the copy number of a specific region of the genome. Genomic amplification can occur as extrachromosomal elements (double minutes), repeated units at a single locus or distributed throughout the genome (distributed insertions). Double minutes tend to result in high level amplification (> 25 copies) while distributed insertions tend to low level amplification (5 to 25 copies). Gene amplification may be influenced by common chromosomal fragile sites, defects in DNA replication, or telomere dysfunction. Amplification of many RTKs occurs in a variety of human cancers, such as EGFR, ERBB2 and MET. Other RTK amplifications have also been reported in human cancers, including FGFR1 in lung and breast cancer, FGFR3 in breast and bladder cancer, ERBB4 in breast and gastric cancer, FLT3 in colon cancer, KIT in melanoma and GIST, and PDGFRA in GBM. Amplification patterns differ largely even in the same tumor type. For example, a recent study in GBM indicated that 88% of cases with high-level EGFR genomic amplification showed EGFR protein overexpression by immunohistochemistry, in contrast to 36% of the cases with low-level EGFR amplification. Lastly, RTK amplification can occur either in the context of a wild-type or mutated allele. For example, EGFR amplification was found to occur preferentially on the mutated allele in EGFR-mutant lung cancer. RTK amplifications also act as an avenue for tumor cells to escape therapeutic treatment. For example, MET amplification and HER2 amplification can be detected in EGFR-mutant lung cancers that become resistant to EGFR tyrosine kinase inhibitor therapy. RTK overexpression is represented schematically in Fig. 1c.

Chromosomal rearrangements

Genomic studies have identified numerous chromosomal rearrangements which lead to the formation of novel tyrosine kinase fusion oncoproteins. The importance of identifying these chromosomal rearrangements and the ensuing tyrosine kinase fusion is underscored by that fact that these aberrant fusion proteins are often therapeutically targetable with small molecule inhibitors. The first tyrosine kinase fusion identified was BCR-ABL, which derived from translocation t(9,22) – the so called ‘Philadelphia Chromosome’ – which fuses the gene encoding the ABL1 tyrosine kinase on chromosome 9 to the BCR gene on chromosome 22, to form the BCR-ABL fusion oncoprotein. BCR-ABL is characteristically found in patients with chronic myelogenous leukemia (CML) and in some patients with acute lymphoblastic leukemia. Notably, the first tyrosine kinase inhibitor developed and approved by the US Food and Drug Administration (FDA) – imatinib – targets the ABL kinase and has revolutionized the treatment of patients with CML.

While BCR-ABL occurs exclusively in leukemia, many of the subsequently discovered tyrosine kinase fusions occur in multiple tumor types, including both liquid and solid malignancies. For example, the translocation t(2,5) fuses the gene encoding the ALK tyrosine kinase on chromosome 2 to the NPM gene on chromosome 5, to form the NPM-ALK fusion oncoprotein, which is found in approximately 50% of anaplastic large cell lymphoma (ALCL). Almost 30 years after the identification of the NPM-ALK fusion, similar ALK tyrosine kinase fusions have been found in other tumor types. Most notably, ALK rearrangements occur in approximately 3–7% of NSCLCs, approximately 50% of all inflammatory myofibroblastic tumors (IMTs), 10% of Spitzoid neoplasms, as well as small percentages in colon cancer, thyroid cancer, and several other types of malignancies. Likewise, oncogenic tyrosine kinase fusions involving ROS1 have been identified in ~ 1% of NSCLCs, as well as in IMTs, cholangiocarcinoma, and GBM. RET kinase fusions have been recurrently detected in NSCLC and thyroid cancers. Last but certainly not least, fusion oncoproteins involving the TRKA, TRKB, and TRKC tyrosine kinases (which are encoded by NTRK1, NTRK2, and NTRK3, respectively) have been identified across nine tumor types, including sarcoma, melanoma, gliomas, thyroid, lung, colon, breast, head and neck cancers). The fusion proteins have been reported as potent actionable targets in adult and children with TRK fusion positive cancers. Numerous other tyrosine kinase fusions have been described, including those that incorporate EGFR, HER2, MET, PDGFRa, and PDGFRb. These findings suggest that fusion events may have some common underlying etiology in human tumors. Several risk factors have been considered to contribute to the gene fusion events, including exposure to ionizing radiation, topoisomerase poisons and oxidative stress, but the precise molecular mechanisms remain elusive.

Despite the diversity of tyrosine kinase fusions which have been described, the structure of the resultant fusion oncoproteins retains a remarkable similarity. Fusions may occur in either the N-terminal or the C-terminal of the RTK, with the TKD preserved in both cases (Fig. 2a). If the genomic breakpoint occurs downstream of the exons encoding the full kinase domain (with preservation of the ECD, TMD, and JMD), then the resultant fusion protein will function as a membrane-bound receptor, such as the case for the EGFR-RAD51 fusion protein. If the genomic breakpoint occurs upstream of the exons encoding the full kinase domain (with loss of the ECD, TMD, and JMD), then the resultant fusion protein will not be membrane bound. Instead, such proteins typically localize to the cytoplasm, as is the case for the EML4-ALK fusion protein. Another characteristic of kinase fusions is the occurrence of multiple fusion partners within the same disease. For example, there are at least nine known ROS1 fusion partners found in NSCLC, including SLC34A2, CD47, TPM3, SDC4, EZR, LRIG3, FIG, KDELR2 and CCDC6.

Although these partners can vary, they share three features. First, the regulatory unit of the fusion partner dictates the expression of the fusion, placing the tyrosine kinase oncoprotein under the endogenous promoter of the fusion partner. Second, most fusion partners contribute an oligomerization domain, which promotes ligand independent constitutive activation of the kinase. The most common oligomerization domains found in the fusion partners are coiled-coil domains. For example, EML4-ALK, the most common ALK fusion detected in NSCLC, homodimerizes by virtue of a coiled-coil domain in EML4. Disruption of the coiled-coil domain abrogates the ability of EML4-ALK to transform cells. Third, the fusion partner also determines subcellular localization of the fusion, and this may have profound effects on the protein interactions that the fusion encounters, affecting activation, signaling, function, and degradation of the fusion. As such, RTK fusions can regulate similar cell signaling pathways as the ‘parental’ RTK from which they are derived (including RAS/MAPK, PI-3 K/AKT, and JAK2/STAT) and/or possibly even new pathways based on their altered cellular localization.

Chromosomal rearrangements of RTKs lead to chimeric fusion proteins, which contribute to oncogene addiction. Inhibiting RTK fusions with target specific TKIs has proven to be an effective therapeutic strategy across numerous types of RTK fusion driven cancers – including ALK in ALCL, IMT and lung cancer, RET in lung and thyroid cancer, ROS1 in GBM, lung cancer, and IMT, EGFR in lung cancer, and NTRK in IMT, lung, kidney, colon and other types of cancer.

Constitutive activation by kinase domain duplication

Intragenic partial duplication is a type of chromosomal rearrangement that confers cancer cells the ability to acquire new protein isoforms. Kinase domain duplications (KDDs) constitute one type of intragenic partial duplication, resulting in a novel mechanism for RTK activation in tumor cells. For example, oncogenic EGFR-KDD and BRAF-KDD have been reported in human cancers, along with their responses to the respective targeted therapies against EGFR and BRAF. Recently, our group reported that EGFR-KDD is recurrently found in NSCLC. We also found that EGFR-KDD occurred in other types of human tumors, including gliomas, sarcoma and Wilms’ tumor. BRAF-KDD has been reported in gliomas and advanced acinic cell tumor. BRAF is an intracellular serine/threonine kinase; however, we discuss here as demonstration of principle. Most recently, a group of investigators has analyzed clinical genomic data from 114,200 human tumors and found recurrent KDD alterations involving several kinases, including the ErbB family (EGFR, ERBB2 and ERBB4), FGFR family (FGFR1, FGFR2 and FGFR3), NTKR family (NTRK1 and NTRK2), PDGFR family (PDGFRA and PDGFRB), and other kinases (BRAF, RET, MET, ROS1, ALK and KIT). In brain tumors, KDD occurs most frequently within EGFR, BRAF, PDGFRA, and FGFR3. In extracranial tumors, KDD was frequently found in RET, MET and ALK genes. Overall, the frequency of KDD alterations was 0.62% (598 total KDDs in 114,200 cases analyzed).

In nature, gene duplication is one method by which species introduce genetic novelty or redundancy, thereby allowing them to adapt to various environmental conditions. It is possible that KDDs in tumor cells can be selected for in response to pressure exerted by cancer therapy. For example, BRAF-KDD was identified as a new mechanism of drug resistance in patients with melanoma after BRAF inhibitor treatment. Identification of EGFR-KDD amplification in the post-treatment biopsy suggested that KDD is also involved in the acquired resistance of EGFR TKI, afatinib.

To date, the most well studied KDD is the EGFR-KDD. In normal biology, the presence of EGF ligands activates wild-type EGF receptor through the formation of an asymmetric dimer between two receptor molecules. Considering that EGFR-KDD contains two tandem, in-frame tyrosine kinase domains, it is possible that the mode of activation of the EGFR-KDD variant involves constitutive intra-molecular dimerization (Fig. 2b). Therefore, for this variant, EGFR signaling can be activated in a ligand independent manner. Preclinical modeling of the EGFR-KDD protein validated this potential activation mechanism in silico and in vitro. Notably, EGFR-KDD activation is quite distinct from the molecular mechanisms governing activation of EGFR kinase domain mutants described above (e.g., L858R, exon 19 deletion), underscoring the importance of considering how genomic findings alter protein structure and function to result in an oncogenic variant.

With respect to BRAF-KDD, most of the genomic breakpoints occur in intron 9 of BRAF, which generates a truncated protein that dimerize in a RAS-independent manner. Thus, BRAF-KDD adopts a complete different activating mechanism from EGFR-KDD, which give us important clues that possibly KDD in different RTKs use different activation mechanisms. Systematic functional studies of each of the novel identified KDD within RTK are very necessary for the understanding of the entire RTK paradigm.

Autocrine activation

Cell-cell communication utilizes “messengers” – such as growth factors and cytokines – that are released by secretory cells and delivered to remote target cells. “Autocrine” refers to the situation that the target cells are secreting cells themselves. Constitutive autocrine activation might lead to clonal expansion and tumor formation (Fig. 2c), and autocrine activation of various RTKs has been well characterized in diverse cancers, including TGFα-EGFR, HGF-MET, and SCF-KIT autocrine loops. RTK autocrine loop may work synergistically with other autocrine growth pathway and drive tumor development. The growth advantage conferred by SCF-KIT loop partially synergizes with another two autocrine loops, IGF-l and bombesin, to drive the development of small cell lung cancer (SCLC). Autocrine pathways could act as a rational target for cancer therapy. For example, ligand/receptor autocrine loops renders EGFR-mutant lung cancer cells less sensitive to EGFR TKI inhibition.

MicroRNAs

MicroRNAs can directly modulate the expression of RTKs, and function as both tumor suppressors and oncogenes. For example, microRNA-10a promotes metastasis by directly regulating EPH4A-mediated epithelial-mesenchymal transition and adhesion in hepatocellular carcinoma. MicroRNA-145 suppresses the development of lung adenocarcinoma through directly modulating EGFR expressions at both mRNA and protein levels. MicroRNA-219-5p suppresses GBM development through repressing EGFR expression by directly binding to its 3’-UTR. In addition, microRNAs have also been shown to be involved in the RTK signaling and regulation of tumor formation. Recent data has demonstrated that RTKs, such as MET, EGFR, and PDGFR, regulate microRNA-134 in GBM, while microRNA-134 acts as a tumor-suppressive hub and controls KRAS and STAT5B expression levels. Insights into oncogenic microRNAs and RTK signaling will allow exploiting and improving cancer therapies. For example, the combination of a monoclonal antibody against EGFR and an inhibitor of microRNA-21 improve the treatment outcome in GBM. Moreover, microRNAs could function as potential prognostic markers and assist in patient stratification. The microRNA signature (MiR-99a/Let-7c/miR-125b) may serve as biomarker for prognosis of patients with colorectal cancer treated with anti-EGFR antibodies. An improved understanding of microRNAs involved in RTK signaling may have future implications in cancer detection, therapy and prognosis.

Alterations in tumor microenvironment

Several notable advances have been made during the last decade in the recognition of the importance of tumor microenvironment, especially tumor vasculature and tumor stroma. Members of the Eph receptor family mediate cell-cell interaction in tumor stroma and tumor vasculature. Macrophages function as key cellular components of tumor microenvironment. AXL is highly expressed within tumor associated macrophages where AXL may promote immunosuppressive and pre-neoplasia phenotypes. RET and GFRA1 have been shown to be expressed in stromal cells of the bone marrow microenvironment and implicated in the development of acute myeloid leukemias. Many other RTKs have been shown to be important in the tumor microenvironment, including VEGFR and PDGFR. As such, these RTKs represent attractive potential targets for drug design. Many AXL inhibitors have been detected and are efficacious in preclinical studies against cancer.

Signal attenuation by negative regulators

The activity of RTKs must be tightly regulated and properly balanced in order to mediate their normal cellular activities and physiological processes. Signal attenuation and downregulation of RTK pathways provide important implications in cancer therapeutics and several well characterized negative regulators in RTK signaling (such as PTEN, LRIG1 and ERRFI1) are bona fide tumor suppressors.

ERRFI1 (ErbB Receptor Feedback Inhibitor 1) – which encodes the protein MIG6 – is located within chromosome 1p36.1–3, a hotspot region frequently deleted in a broad range of human cancers, including breast, liver and kidney cancers. MIG6 has been described to be mutated in different human cancers. MIG6 expression is also downregulated or silenced in skin, breast, pancreatic and ovarian carcinomas. Loss of Errfi1 in mice leads to abnormal activation of EGFR signaling and is associated with a high incidence of neoplastic lesions. These findings suggested that MIG6 played tumor suppressive roles possibly involved in EGFR signaling. MIG6 contains two functional regions, termed segments 1 and 2 which are 77 amino acids in total. Structural studies indicate that MIG6 (segment 1) is able to inhibit EGFR kinase activity in the presence of the asymmetric dimer. MIG6 (segment 1) binds to ‘activator’ kinase and prevents the activation of EGFR, while segment 2 is required for the inhibition of the kinase activity of activated EGFR, and that both segments 1 and 2 are essential for the potent inhibition of EGFR activity. Residues in the binding interface between EGFR and MIG6 (segment 1) are conserved across all ErbB family members rather than other protein kinases, However, in another structural study, MIG6 could not effectively inhibit the oncogenic mutants of EGFR (e.g. L858R), presumably because EGFR mutants can form asymmetric dimers at a lower energetic cost than wild-type EGFR. The C-lobe is less accessible by MIG6 in configurations that more strongly favor formation of asymmetric dimers. These two studies give us clues that MIG6 may potentially inhibit EGFR-KDD, EGFR-RAD51 and EGFR-PURB, because these EGFR mutant proteins have intact wild-type TKD which could potentially act as ‘activator’ kinase in the form of activating asymmetric dimerization.

RTKs as therapeutic targets

Since RTKs play crucial roles in cancer development, targeting oncogenic driver mutations of RTKs has revolutionized the treatment of cancer patients. Above, we touched on how targeted therapies are deployed in specific clinical scenarios for patients whose tumors harbor oncogenic RTK variants. However, a detailed review of all RTK inhibitors in the treatment of human tumors is beyond the scope of this manuscript. In brief, many small-molecule inhibitors have been developed for treating cancers and other diseases caused by driver mutations within RTKs. These inhibitors specifically target the ATP-binding site of the intracellular TKD. In addition, the US FDA has approved many monoclonal antibodies that interfere with RTK activation, including cetuximab in lung cancer, panitumumab in colon cancer, cetuximab in head and neck cancer, trastuzumab and pertuzumab in breast cancer. Overall, the development and routine clinical implementation of agents (TKIs and monoclonal antibodies) targeting RTKs has heralded the new age of precision cancer medicine. Despite these advancements, acquired resistance to targeted therapies inevitably develops. Acquired resistance can occur through either acquired genomic alterations or activation of critical signaling pathways. Novel approaches have been shown to effectively overcome acquired resistance, including the development of second-generation and third-generation inhibitors and the combinational use of TKIs with monoclonal antibodies against the same target.

Conclusions

Our understanding of RTK signaling has advanced dramatically in the past two decades. Studies of RTKs have provided fundamental insight into how this protein family functions and how to develop targeted therapeutics. However, much work is still required to fully understand all members of the RTK family. An improved understanding of RTK signaling pathways will provide a strong foundation on which improvements to patient care can be made. An integrated approach, combining genetic, cellular, biochemical, and structural modeling techniques, may offer the most complete view yet of this critical family of protein tyrosine kinases.

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    Pandini G, Frasca F, Mineo R, Sciacca L, Vigneri R, Belfiore A. Insulin/insulin-like growth factor I hybrid receptors have different biological characteristics depending on the insulin receptor isoform involved. J Biol Chem. 2002;277:39684-39695.

    Not in our library10.1074/jbc.m202766200

  16. 16.

    Ogiso H, Ishitani R, Nureki O, Fukai S, Yamanaka M, Kim JH, et al. Crystal structure of the complex of human epidermal growth factor and receptor extracellular domains. Cell. 2002;110:775-787.

    Not in our library10.1016/s0092-8674(02)00963-7

  17. 17.

    Stauber DJ, DiGabriele AD, Hendrickson WA. Structural interactions of fibroblast growth factor receptor with its ligands. Proc Natl Acad Sci U S A. 2000;97:49-54.

    Not in our library10.1073/pnas.97.1.49

  18. 18.

    Burgess AW, Cho HS, Eigenbrot C, Ferguson KM, Garrett TP, Leahy DJ, et al. An open-and-shut case? Recent insights into the activation of EGF/ErbB receptors. Mol Cell. 2003;12:541-552.

    Not in our library10.1016/s1097-2765(03)00350-2

  19. 19.

    Shewchuk LM, Hassell AM, Ellis B, Holmes WD, Davis R, Horne EL, et al. Structure of the Tie2 RTK domain: self-inhibition by the nucleotide binding loop, activation loop, and C-terminal tail. Structure. 2000;8:1105-1113.

    Not in our library10.1016/s0969-2126(00)00516-5

  20. 20.

    Wybenga-Groot LE, Baskin B, Ong SH, Tong J, Pawson T, Sicheri F. Structural basis for autoinhibition of the Ephb2 receptor tyrosine kinase by the unphosphorylated juxtamembrane region. Cell. 2001;106:745-757.

    Not in our library10.1016/s0092-8674(01)00496-2

  21. 21.

    Huse M, Kuriyan J. The conformational plasticity of protein kinases. Cell. 2002;109:275-282.

    Not in our library10.1016/s0092-8674(02)00741-9

  22. 22.

    Nolen B, Taylor S, Ghosh G. Regulation of protein kinases; controlling activity through activation segment conformation. Mol Cell. 2004;15:661-675.

    Not in our library10.1016/j.molcel.2004.08.024

  23. 23.

    Mol CD, Dougan DR, Schneider TR, Skene RJ, Kraus ML, Scheibe DN, et al. Structural basis for the autoinhibition and STI-571 inhibition of c-kit tyrosine kinase. J Biol Chem. 2004;279:31655-31663.

    Not in our library10.1074/jbc.m403319200

  24. 24.

    Red Brewer M, Choi SH, Alvarado D, Moravcevic K, Pozzi A, Lemmon MA, et al. The juxtamembrane region of the EGF receptor functions as an activation domain. Mol Cell. 2009;34:641-651.

    Not in our library10.1016/j.molcel.2009.04.034

  25. 25.

    Jura N, Endres NF, Engel K, Deindl S, Das R, Lamers MH, et al. Mechanism for activation of the EGF receptor catalytic domain by the juxtamembrane segment. Cell. 2009;137:1293-1307.

    Not in our library10.1016/j.cell.2009.04.025

  26. 26.

    Brummer T, Schmitz-Peiffer C, Daly RJ. Docking proteins. FEBS J. 2010;277:4356-4369.

    Not in our library10.1111/j.1742-4658.2010.07865.x

  27. 27.

    Ostman A, Bohmer FD. Regulation of receptor tyrosine kinase signaling by protein tyrosine phosphatases. Trends Cell Biol. 2001;11:258-266.

    Not in our library10.1016/s0962-8924(01)01990-0

  28. 28.

    Casaletto JB, McClatchey AI. Spatial regulation of receptor tyrosine kinases in development and cancer. Nat Rev Cancer. 2012;12:387-400.

    Not in our library10.1038/nrc3277

  29. 29.

    McDonell LM, Kernohan KD, Boycott KM, Sawyer SL. Receptor tyrosine kinase mutations in developmental syndromes and cancer: two sides of the same coin. Hum Mol Genet. 2015;24:R60-R66.

    Not in our library10.1093/hmg/ddv254

  30. 30.

    Lahiry P, Torkamani A, Schork NJ, Hegele RA. Kinase mutations in human disease: interpreting genotype-phenotype relationships. Nat Rev Genet. 2010;11:60-74.

    Not in our library10.1038/nrg2707

  31. 31.

    Medves S, Demoulin JB. Tyrosine kinase gene fusions in cancer: translating mechanisms into targeted therapies. J Cell Mol Med. 2012;16:237-248.

    Not in our library10.1111/j.1582-4934.2011.01415.x

  32. 32.

    Wang Z, Longo PA, Tarrant MK, Kim K, Head S, Leahy DJ, et al. Mechanistic insights into the activation of oncogenic forms of EGF receptor. Nat Struct Mol Biol. 2011;18:1388-1393.

    Not in our library10.1038/nsmb.2168

  33. 33.

    Sharma SV, Bell DW, Settleman J, Haber DA. Epidermal growth factor receptor mutations in lung cancer. Nat Rev Cancer. 2007;7:169-181.

    Not in our library10.1038/nrc2088

  34. 34.

    Janne PA, Engelman JA, Johnson BE. Epidermal growth factor receptor mutations in non-small-cell lung cancer: implications for treatment and tumor biology. J Clin Oncol. 2005;23:3227-3234.

    Not in our library10.1200/jco.2005.09.985

  35. 35.

    Marchetti A, Martella C, Felicioni L, Barassi F, Salvatore S, Chella A, et al. EGFR mutations in non-small-cell lung cancer: analysis of a large series of cases and development of a rapid and sensitive method for diagnostic screening with potential implications on pharmacologic treatment. J Clin Oncol. 2005;23:857-865.

    Not in our library10.1200/jco.2005.08.043

  36. 36.

    Red Brewer M, Yun CH, Lai D, Lemmon MA, Eck MJ, Pao W. Mechanism for activation of mutated epidermal growth factor receptors in lung cancer. Proc Natl Acad Sci U S A. 2013;110:E3595-E3604.

    Not in our library10.1073/pnas.1220050110

  37. 37.

    Yun CH, Boggon TJ, Li Y, Woo MS, Greulich H, Meyerson M, et al. Structures of lung cancer-derived EGFR mutants and inhibitor complexes: mechanism of activation and insights into differential inhibitor sensitivity. Cancer Cell. 2007;11:217-227.

    Not in our library10.1016/j.ccr.2006.12.017

  38. 38.

    Rosell R, Carcereny E, Gervais R, Vergnenegre A, Massuti B, Felip E, et al. Erlotinib versus standard chemotherapy as first-line treatment for European patients with advanced EGFR mutation-positive non-small-cell lung cancer (EURTAC): a multicentre, open-label, randomised phase 3 trial. Lancet Oncol. 2012;13:239-246.

    Not in our library10.1016/s1470-2045(11)70393-x

  39. 39.

    Zhou C, Wu YL, Chen G, Feng J, Liu XQ, Wang C, et al. Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG-0802): a multicentre, open-label, randomised, phase 3 study. Lancet Oncol. 2011;12:735-742.

    Not in our library10.1016/s1470-2045(11)70184-x

  40. 40.

    Mok TS, Wu YL, Thongprasert S, Yang CH, Chu DT, Saijo N, et al. Gefitinib or carboplatin-paclitaxel in pulmonary adenocarcinoma. N Engl J Med. 2009;361:947-957.

    Not in our library10.1056/nejmoa0810699

  41. 41.

    Mitsudomi T, Morita S, Yatabe Y, Negoro S, Okamoto I, Tsurutani J, 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;11:121-128.

    Not in our library10.1016/s1470-2045(09)70364-x

  42. 42.

    Maemondo M, Inoue A, Kobayashi K, Sugawara S, Oizumi S, Isobe H, et al. Gefitinib or chemotherapy for non-small-cell lung cancer with mutated EGFR. N Engl J Med. 2010;362:2380-2388.

    Not in our library10.1056/nejmoa0909530

  43. 43.

    Sequist LV, Yang JC, Yamamoto N, O'Byrne K, Hirsh V, Mok T, et al. Phase III study of afatinib or cisplatin plus pemetrexed in patients with metastatic lung adenocarcinoma with EGFR mutations. J Clin Oncol. 2013;31:3327-3334.

    Not in our library10.1200/jco.2012.44.2806

  44. 44.

    Janne PA, Yang JC, Kim DW, Planchard D, Ohe Y, Ramalingam SS, et al. AZD9291 in EGFR inhibitor-resistant non-small-cell lung cancer. N Engl J Med. 2015;372:1689-1699.

    Not in our library10.1056/nejmoa1411817

  45. 45.

    Soria JC, Ohe Y, Vansteenkiste J, Reungwetwattana T, Chewaskulyong B, Lee KH, et al. Osimertinib in Untreated EGFR-Mutated Advanced Non-Small-Cell Lung Cancer. N Engl J Med. 2018;378:113–25.

    Not in our library10.1056/nejmoa1713137

  46. 46.
  47. 47.

    Arjona D, Bello MJ, Alonso ME, Aminoso C, Isla A, De Campos JM, et al. Molecular analysis of the EGFR gene in astrocytic gliomas: mRNA expression, quantitative-PCR analysis of non-homogeneous gene amplification and DNA sequence alterations. Neuropathol Appl Neurobiol. 2005;31:384-394.

    Not in our library10.1111/j.1365-2990.2005.00653.x

  48. 48.

    van den Bent MJ, Brandes AA, Rampling R, Kouwenhoven MC, Kros JM, Carpentier AF, et al. Randomized phase II trial of erlotinib versus temozolomide or carmustine in recurrent glioblastoma: EORTC brain tumor group study 26034. J Clin Oncol. 2009;27:1268-1274.

    Not in our library10.1200/jco.2008.17.5984

  49. 49.
  50. 50.

    Vivanco I, Robins HI, Rohle D, Campos C, Grommes C, Nghiemphu PL, et al. Differential sensitivity of glioma- versus lung cancer-specific EGFR mutations to EGFR kinase inhibitors. Cancer Discov. 2012;2:458-471.

    Not in our library10.1158/2159-8290.cd-11-0284

  51. 51.

    Wu R, Connolly D, Ngelangel C, Bosch FX, Munoz N, Cho KR. Somatic mutations of fibroblast growth factor receptor 3 (FGFR3) are uncommon in carcinomas of the uterine cervix. Oncogene. 2000;19:5543-5546.

    Not in our library10.1038/sj.onc.1203934

  52. 52.

    Robertson SC, Meyer AN, Hart KC, Galvin BD, Webster MK, Donoghue DJ. Activating mutations in the extracellular domain of the fibroblast growth factor receptor 2 function by disruption of the disulfide bond in the third immunoglobulin-like domain. Proc Natl Acad Sci U S A. 1998;95:4567-4572.

    Not in our library10.1073/pnas.95.8.4567

  53. 53.

    Tallini G, Asa SL. RET oncogene activation in papillary thyroid carcinoma. Adv Anat Pathol. 2001;8:345-354.

    Not in our library10.1097/00125480-200111000-00005

  54. 54.

    Heinrich MC, Corless CL, Demetri GD, Blanke CD, von Mehren M, Joensuu H, et al. Kinase mutations and imatinib response in patients with metastatic gastrointestinal stromal tumor. J Clin Oncol. 2003;21:4342-4349.

    Not in our library10.1200/jco.2003.04.190

  55. 55.

    Ou SI, Schrock AB, Bocharov EV, Klempner SJ, Haddad CK, Steinecker G, et al. HER2 transmembrane domain (TMD) mutations (V659/G660) that stabilize homo- and Heterodimerization are rare oncogenic drivers in lung adenocarcinoma that respond to Afatinib. J Thorac Oncol. 2017;12:446-457.

    Not in our library10.1016/j.jtho.2016.11.2224

  56. 56.

    Serra V, Vivancos A, Puente XS, Felip E, Silberschmidt D, Caratu G, et al. Clinical response to a lapatinib-based therapy for a li-Fraumeni syndrome patient with a novel HER2V659E mutation. Cancer Discov. 2013;3:1238-1244.

    Not in our library10.1158/2159-8290.cd-13-0132

  57. 57.

    Bocharov EV, Lesovoy DM, Pavlov KV, Pustovalova YE, Bocharova OV, Arseniev AS. Alternative packing of EGFR transmembrane domain suggests that protein-lipid interactions underlie signal conduction across membrane. Biochim Biophys Acta. 1858;2016:1254-1261.

    Not in our library10.1016/j.bbamem.2016.02.023

  58. 58.

    Yamamoto H, Higasa K, Sakaguchi M, Shien K, Soh J, Ichimura K, et al. Novel germline mutation in the transmembrane domain of HER2 in familial lung adenocarcinomas. J Natl Cancer Inst. 2014;106:djt338.

    Not in our library10.1093/jnci/djt338

  59. 59.

    Yamamoto H, Toyooka S, Ninomiya T, Matsumoto S, Kanai M, Tomida S, et al. Therapeutic Potential of Afatinib for Cancers with ERBB2 (HER2) Transmembrane Domain Mutations G660D and V659E. Oncologist. 2017. 10.1634/theoncologist.2017-0345.

    Not in our library10.1634/theoncologist.2017-0345

  60. 60.

    Heinrich MC, Griffith DJ, Druker BJ, Wait CL, Ott KA, Zigler AJ. Inhibition of c-kit receptor tyrosine kinase activity by STI 571, a selective tyrosine kinase inhibitor. Blood. 2000;96:925-932.

    Not in our library

  61. 61.

    Buchdunger E, Cioffi CL, Law N, Stover D, Ohno-Jones S, Druker BJ, et al. Abl protein-tyrosine kinase inhibitor STI571 inhibits in vitro signal transduction mediated by c-kit and platelet-derived growth factor receptors. J Pharmacol Exp Ther. 2000;295:139-145.

    Not in our library

  62. 62.

    Lopez-Gines C, Gil-Benso R, Ferrer-Luna R, Benito R, Serna E, Gonzalez-Darder J, et al. New pattern of EGFR amplification in glioblastoma and the relationship of gene copy number with gene expression profile. Mod Pathol. 2010;23:856-865.

    Not in our library10.1038/modpathol.2010.62

  63. 63.

    Selvaggi G, Novello S, Torri V, Leonardo E, De Giuli P, Borasio P, et al. Epidermal growth factor receptor overexpression correlates with a poor prognosis in completely resected non-small-cell lung cancer. Ann Oncol. 2004;15:28-32.

    Not in our library10.1093/annonc/mdh011

  64. 64.

    Hanawa M, Suzuki S, Dobashi Y, Yamane T, Kono K, Enomoto N, et al. EGFR protein overexpression and gene amplification in squamous cell carcinomas of the esophagus. Int J Cancer. 2006;118:1173-1180.

    Not in our library10.1002/ijc.21454

  65. 65.

    Rodriguez-Antona C, Pallares J, Montero-Conde C, Inglada-Perez L, Castelblanco E, Landa I, et al. Overexpression and activation of EGFR and VEGFR2 in medullary thyroid carcinomas is related to metastasis. Endocr Relat Cancer. 2010;17:7-16.

    Not in our library10.1677/erc-08-0304

  66. 66.

    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-S37.

    Not in our library10.1038/onc.2009.199

  67. 67.

    Menard S, Casalini P, Campiglio M, Pupa S, Agresti R, Tagliabue E. HER2 overexpression in various tumor types, focussing on its relationship to the development of invasive breast cancer. Ann Oncol. 2001;12(Suppl 1):S15-S19.

    Not in our library10.1093/annonc/12.suppl_1.s15

  68. 68.

    Yaziji H, Goldstein LC, Barry TS, Werling R, Hwang H, Ellis GK, et al. HER-2 testing in breast cancer using parallel tissue-based methods. JAMA. 2004;291:1972-1977.

    Not in our library10.1001/jama.291.16.1972

  69. 69.

    Kim KC, Koh YW, Chang HM, Kim TH, Yook JH, Kim BS, et al. Evaluation of HER2 protein expression in gastric carcinomas: comparative analysis of 1,414 cases of whole-tissue sections and 595 cases of tissue microarrays. Ann Surg Oncol. 2011;18:2833-2840.

    Not in our library10.1245/s10434-011-1695-2

  70. 70.

    Park DI, Yun JW, Park JH, Oh SJ, Kim HJ, Cho YK, et al. HER-2/neu amplification is an independent prognostic factor in gastric cancer. Dig Dis Sci. 2006;51:1371-1379.

    Not in our library10.1007/s10620-005-9057-1

  71. 71.

    Xu L, Nilsson MB, Saintigny P, Cascone T, Herynk MH, Du Z, et al. Epidermal growth factor receptor regulates MET levels and invasiveness through hypoxia-inducible factor-1alpha in non-small cell lung cancer cells. Oncogene. 2010;29:2616-2627.

    Not in our library10.1038/onc.2010.16

  72. 72.

    Ha SY, Lee J, Kang SY, Do IG, Ahn S, Park JO, et al. MET overexpression assessed by new interpretation method predicts gene amplification and poor survival in advanced gastric carcinomas. Mod Pathol. 2013;26:1632-1641.

    Not in our library10.1038/modpathol.2013.108

  73. 73.

    Carraway KL, Sweeney C. EGF receptor activation by heterologous mechanisms. Cancer Cell. 2002;1:405-406.

    Not in our library10.1016/s1535-6108(02)00076-4

  74. 74.

    Ludes-Meyers JH, Subler MA, Shivakumar CV, Munoz RM, Jiang P, Bigger JE, et al. Transcriptional activation of the human epidermal growth factor receptor promoter by human p53. Mol Cell Biol. 1996;16:6009-6019.

    Not in our library10.1128/mcb.16.11.6009

  75. 75.

    Reznik TE, Sang Y, Ma Y, Abounader R, Rosen EM, Xia S, et al. Transcription-dependent epidermal growth factor receptor activation by hepatocyte growth factor. Mol Cancer Res. 2008;6:139-150.

    Not in our library10.1158/1541-7786.mcr-07-0236

  76. 76.

    Sun T, Aceto N, Meerbrey KL, Kessler JD, Zhou C, Migliaccio I, et al. Activation of multiple proto-oncogenic tyrosine kinases in breast cancer via loss of the PTPN12 phosphatase. Cell. 2011;144:703-718.

    Not in our library10.1016/j.cell.2011.02.003

  77. 77.

    Maiti GP, Mondal P, Mukherjee N, Ghosh A, Ghosh S, Dey S, et al. Overexpression of EGFR in head and neck squamous cell carcinoma is associated with inactivation of SH3GL2 and CDC25A genes. PLoS One. 2013;8:e63440.

    Not in our library10.1371/journal.pone.0063440

  78. 78.

    Mudduluru G, Ceppi P, Kumarswamy R, Scagliotti GV, Papotti M, Allgayer H. Regulation of Axl receptor tyrosine kinase expression by miR-34a and miR-199a/b in solid cancer. Oncogene. 2011;30:2888-2899.

    Not in our library10.1038/onc.2011.13

  79. 79.

    Templeton AJ, Diez-Gonzalez L, Ace O, Vera-Badillo F, Seruga B, Jordan J, et al. Prognostic relevance of receptor tyrosine kinase expression in breast cancer: a meta-analysis. Cancer Treat Rev. 2014;40:1048-1055.

    Not in our library10.1016/j.ctrv.2014.08.003

  80. 80.

    Albertson DG. Gene amplification in cancer. Trends Genet. 2006;22:447-455.

    Not in our library10.1016/j.tig.2006.06.007

  81. 81.

    Albertson DG, Collins C, McCormick F, Gray JW. Chromosome aberrations in solid tumors. Nat Genet. 2003;34:369-376.

    Not in our library10.1038/ng1215

  82. 82.
  83. 83.

    Reis-Filho JS, Simpson PT, Turner NC, Lambros MB, Jones C, Mackay A, et al. FGFR1 emerges as a potential therapeutic target for lobular breast carcinomas. Clin Cancer Res. 2006;12:6652-6662.

    Not in our library10.1158/1078-0432.ccr-06-1164

  84. 84.

    Helsten T, Elkin S, Arthur E, Tomson BN, Carter J, Kurzrock R. The FGFR landscape in cancer: analysis of 4,853 tumors by next-generation sequencing. Clin Cancer Res. 2016;22:259-267.

    Not in our library10.1158/1078-0432.ccr-14-3212

  85. 85.

    Fischbach A, Rogler A, Erber R, Stoehr R, Poulsom R, Heidenreich A, et al. Fibroblast growth factor receptor (FGFR) gene amplifications are rare events in bladder cancer. Histopathology. 2015;66:639-649.

    Not in our library10.1111/his.12473

  86. 86.

    Kim JY, Jung HH, Do IG, Bae S, Lee SK, Kim SW, et al. Prognostic value of ERBB4 expression in patients with triple negative breast cancer. BMC Cancer. 2016;16:138.

    Not in our library10.1186/s12885-016-2195-3

  87. 87.

    Shi J, Yao D, Liu W, Wang N, Lv H, He N, et al. Frequent gene amplification predicts poor prognosis in gastric cancer. Int J Mol Sci. 2012;13:4714-4726.

    Not in our library10.3390/ijms13044714

  88. 88.

    Moreira RB, Peixoto RD, de Sousa Cruz MR. Clinical response to Sorafenib in a patient with metastatic colorectal cancer and FLT3 amplification. Case Rep Oncol. 2015;8:83-87.

    Not in our library10.1159/000375483

  89. 89.

    Carvajal RD, Antonescu CR, Wolchok JD, Chapman PB, Roman RA, Teitcher J, et al. KIT as a therapeutic target in metastatic melanoma. JAMA. 2011;305:2327-2334.

    Not in our library10.1001/jama.2011.746

  90. 90.

    Tabone S, Theou N, Wozniak A, Saffroy R, Deville L, Julie C, et al. KIT overexpression and amplification in gastrointestinal stromal tumors (GISTs). Biochim Biophys Acta. 2005;1741:165-172.

    Not in our library10.1016/j.bbadis.2005.03.011

  91. 91.

    Nobusawa S, Stawski R, Kim YH, Nakazato Y, Ohgaki H. Amplification of the PDGFRA, KIT and KDR genes in glioblastoma: a population-based study. Neuropathology. 2011;31:583-588.

    Not in our library10.1111/j.1440-1789.2011.01204.x

  92. 92.

    Sholl LM, Yeap BY, Iafrate AJ, Holmes-Tisch AJ, Chou YP, Wu MT, et al. Lung adenocarcinoma with EGFR amplification has distinct clinicopathologic and molecular features in never-smokers. Cancer Res. 2009;69:8341-8348.

    Not in our library10.1158/0008-5472.can-09-2477

  93. 93.

    Yu HA, Arcila ME, Rekhtman N, Sima CS, Zakowski MF, Pao W, et al. Analysis of tumor specimens at the time of acquired resistance to EGFR-TKI therapy in 155 patients with EGFR-mutant lung cancers. Clin Cancer Res. 2013;19:2240-2247.

    Not in our library10.1158/1078-0432.ccr-12-2246

  94. 94.
  95. 95.

    Cancer Genome Atlas Research N. Comprehensive molecular profiling of lung adenocarcinoma. Nature. 2014;511:543-550.

    Not in our library10.1038/nature13385

  96. 96.

    Brennan CW, Verhaak RG, McKenna A, Campos B, Noushmehr H, Salama SR, et al. The somatic genomic landscape of glioblastoma. Cell. 2013;155:462-477.

    Not in our library10.1016/j.cell.2013.09.034

  97. 97.

    Nowell PC. Discovery of the Philadelphia chromosome: a personal perspective. J Clin Invest. 2007;117:2033-2035.

    Not in our library10.1172/jci31771

  98. 98.

    Diamond J, Goldman JM, Melo JV. BCR-ABL, ABL-BCR, BCR, and ABL genes are all expressed in individual granulocyte-macrophage colony-forming unit colonies derived from blood of patients with chronic myeloid leukemia. Blood. 1995;85:2171-2175.

    Not in our library

  99. 99.

    Melo JV, Gordon DE, Cross NC, Goldman JM. The ABL-BCR fusion gene is expressed in chronic myeloid leukemia. Blood. 1993;81:158-165.

    Not in our library

  100. 100.

    Druker BJ, Talpaz M, Resta DJ, Peng B, Buchdunger E, Ford JM, et al. Efficacy and safety of a specific inhibitor of the BCR-ABL tyrosine kinase in chronic myeloid leukemia. N Engl J Med. 2001;344:1031-1037.

    Not in our library10.1056/nejm200104053441401

  101. 101.

    O'Brien SG, Guilhot F, Larson RA, Gathmann I, Baccarani M, Cervantes F, et al. Imatinib compared with interferon and low-dose cytarabine for newly diagnosed chronic-phase chronic myeloid leukemia. N Engl J Med. 2003;348:994-1004.

    Not in our library10.1056/nejmoa022457

  102. 102.

    Morris SW, Kirstein MN, Valentine MB, Dittmer KG, Shapiro DN, Saltman DL, et al. Fusion of a kinase gene, ALK, to a nucleolar protein gene, NPM, in non-Hodgkin's lymphoma. Science. 1994;263:1281-1284.

    Not in our library10.1126/science.8122112

  103. 103.

    Kutok JL, Aster JC. Molecular biology of anaplastic lymphoma kinase-positive anaplastic large-cell lymphoma. J Clin Oncol. 2002;20:3691-3702.

    Not in our library10.1200/jco.2002.12.033

  104. 104.

    Takeuchi K, Soda M, Togashi Y, Suzuki R, Sakata S, Hatano S, et al. RET, ROS1 and ALK fusions in lung cancer. Nat Med. 2012;18:378-381.

    Not in our library10.1038/nm.2658

  105. 105.

    Coffin CM, Hornick JL, Fletcher CD. Inflammatory myofibroblastic tumor: comparison of clinicopathologic, histologic, and immunohistochemical features including ALK expression in atypical and aggressive cases. Am J Surg Pathol. 2007;31:509-520.

    Not in our library10.1097/01.pas.0000213393.57322.c7

  106. 106.

    Lovly CM, Gupta A, Lipson D, Otto G, Brennan T, Chung CT, et al. Inflammatory myofibroblastic tumors harbor multiple potentially actionable kinase fusions. Cancer Discov. 2014;4:889-895.

    Not in our library10.1158/2159-8290.cd-14-0377

  107. 107.

    Wiesner T, He J, Yelensky R, Esteve-Puig R, Botton T, Yeh I, et al. Kinase fusions are frequent in Spitz tumours and spitzoid melanomas. Nat Commun. 2014;5:3116.

    Not in our library10.1038/ncomms4116

  108. 108.

    Lipson D, Capelletti M, Yelensky R, Otto G, Parker A, Jarosz M, et al. Identification of new ALK and RET gene fusions from colorectal and lung cancer biopsies. Nat Med. 2012;18:382-384.

    Not in our library10.1038/nm.2673

  109. 109.

    Lai AZ, Schrock AB, Erlich RL, Ross JS, Miller VA, Yakirevich E, et al. Detection of an ALK fusion in colorectal carcinoma by hybrid capture-based assay of circulating tumor DNA. Oncologist. 2017;22:774-779.

    Not in our library10.1634/theoncologist.2016-0376

  110. 110.

    Chou A, Fraser S, Toon CW, Clarkson A, Sioson L, Farzin M, et al. A detailed clinicopathologic study of ALK-translocated papillary thyroid carcinoma. Am J Surg Pathol. 2015;39:652-659.

    Not in our library10.1097/pas.0000000000000368

  111. 111.

    Ren H, Tan ZP, Zhu X, Crosby K, Haack H, Ren JM, et al. Identification of anaplastic lymphoma kinase as a potential therapeutic target in ovarian cancer. Cancer Res. 2012;72:3312-3323.

    Not in our library10.1158/0008-5472.can-11-3931

  112. 112.

    Bergethon K, Shaw AT, Ou SH, Katayama R, Lovly CM, McDonald NT, et al. ROS1 rearrangements define a unique molecular class of lung cancers. J Clin Oncol. 2012;30:863-870.

    Not in our library10.1200/jco.2011.35.6345

  113. 113.

    Uguen A, De Braekeleer M. ROS1 fusions in cancer: a review. Future Oncol. 2016;12:1911-1928.

    Not in our library10.2217/fon-2016-0050

  114. 114.

    Dacic S, Luvison A, Evdokimova V, Kelly L, Siegfried JM, Villaruz LC, et al. RET rearrangements in lung adenocarcinoma and radiation. J Thorac Oncol. 2014;9:118-120.

    Not in our library10.1097/jto.0000000000000015

  115. 115.

    Nikiforov YE. RET/PTC rearrangement in thyroid tumors. Endocr Pathol. 2002;13:3-16.

    Not in our library10.1385/ep:13:1:03

  116. 116.

    Hyman DM, Laetsch TW, Kummar S, DuBois SG, Farago AF, Pappo AS, et al. The efficacy of larotrectinib (LOXO-101), a selective tropomyosin receptor kinase (TRK) inhibitor, in adult and pediatric TRK fusion cancers. J Clin Oncol. 2017. 10.1200/JCO.2017.35.15_suppl.LBA2501.

    Not in our library

  117. 117.

    Konduri K, Gallant JN, Chae YK, Giles FJ, Gitlitz BJ, Gowen K, et al. EGFR fusions as novel therapeutic targets in lung cancer. Cancer Discov. 2016;6:601-611.

    Not in our library10.1158/2159-8290.cd-16-0075

  118. 118.

    Chmielecki J, Ross JS, Wang K, Frampton GM, Palmer GA, Ali SM, et al. Oncogenic alterations in ERBB2/HER2 represent potential therapeutic targets across tumors from diverse anatomic sites of origin. Oncologist. 2015;20:7-12.

    Not in our library10.1634/theoncologist.2014-0234

  119. 119.

    Huang Q, Snyder DS, Chu P, Gaal KK, Chang KL, Weiss LM. PDGFRA rearrangement leading to hyper-eosinophilia, T-lymphoblastic lymphoma, myeloproliferative neoplasm and precursor B-cell acute lymphoblastic leukemia. Leukemia. 2011;25:371-375.

    Not in our library10.1038/leu.2010.272

  120. 120.

    Ito T, Seyama T, Iwamoto KS, Hayashi T, Mizuno T, Tsuyama N, et al. In vitro irradiation is able to cause RET oncogene rearrangement. Cancer Res. 1993;53:2940-2943.

    Not in our library

  121. 121.

    Mizuno T, Kyoizumi S, Suzuki T, Iwamoto KS, Seyama T. Continued expression of a tissue specific activated oncogene in the early steps of radiation-induced human thyroid carcinogenesis. Oncogene. 1997;15:1455-1460.

    Not in our library10.1038/sj.onc.1201313

  122. 122.

    Mistry AR, Felix CA, Whitmarsh RJ, Mason A, Reiter A, Cassinat B, et al. DNA topoisomerase II in therapy-related acute promyelocytic leukemia. N Engl J Med. 2005;352:1529-1538.

    Not in our library10.1056/nejmoa042715

  123. 123.

    Tsai AG, Lieber MR. Mechanisms of chromosomal rearrangement in the human genome. BMC Genomics. 2010;11(Suppl 1):S1.

    Not in our library10.1186/1471-2164-11-s1-s1

  124. 124.

    Soda M, Choi YL, Enomoto M, Takada S, Yamashita Y, Ishikawa S, et al. Identification of the transforming EML4-ALK fusion gene in non-small-cell lung cancer. Nature. 2007;448:561-566.

    Not in our library10.1038/nature05945

  125. 125.

    Noh KW, Lee MS, Lee SE, Song JY, Shin HT, Kim YJ, et al. Molecular breakdown: a comprehensive view of anaplastic lymphoma kinase (ALK)-rearranged non-small cell lung cancer. J Pathol. 2017;243:307-319.

    Not in our library10.1002/path.4950

  126. 126.

    Ju YS, Lee WC, Shin JY, Lee S, Bleazard T, Won JK, et al. A transforming KIF5B and RET gene fusion in lung adenocarcinoma revealed from whole-genome and transcriptome sequencing. Genome Res. 2012;22:436-445.

    Not in our library10.1101/gr.133645.111

  127. 127.

    Wu YM, Su F, Kalyana-Sundaram S, Khazanov N, Ateeq B, Cao X, et al. Identification of targetable FGFR gene fusions in diverse cancers. Cancer Discov. 2013;3:636-647.

    Not in our library10.1158/2159-8290.cd-13-0050

  128. 128.

    Ross TS, Gilliland DG. Transforming properties of the huntingtin interacting protein 1/ platelet-derived growth factor beta receptor fusion protein. J Biol Chem. 1999;274:22328-22336.

    Not in our library10.1074/jbc.274.32.22328

  129. 129.

    Martelli MP, Sozzi G, Hernandez L, Pettirossi V, Navarro A, Conte D, et al. EML4-ALK rearrangement in non-small cell lung cancer and non-tumor lung tissues. Am J Pathol. 2009;174:661-670.

    Not in our library10.2353/ajpath.2009.080755

  130. 130.

    Corvi R, Berger N, Balczon R, Romeo G. RET/PCM-1: a novel fusion gene in papillary thyroid carcinoma. Oncogene. 2000;19:4236-4242.

    Not in our library10.1038/sj.onc.1203772

  131. 131.

    Iragavarapu C, Mustafa M, Akinleye A, Furqan M, Mittal V, Cang S, et al. Novel ALK inhibitors in clinical use and development. J Hematol Oncol. 2015;8:17.

    Not in our library10.1186/s13045-015-0122-8

  132. 132.

    Butrynski JE, D'Adamo DR, Hornick JL, Dal Cin P, Antonescu CR, Jhanwar SC, et al. Crizotinib in ALK-rearranged inflammatory myofibroblastic tumor. N Engl J Med. 2010;363:1727-1733.

    Not in our library10.1056/nejmoa1007056

  133. 133.

    Kwak EL, Bang YJ, Camidge DR, Shaw AT, Solomon B, Maki RG, et al. Anaplastic lymphoma kinase inhibition in non-small-cell lung cancer. N Engl J Med. 2010;363:1693-1703.

    Not in our library10.1056/nejmoa1006448

  134. 134.

    Kloos RT, Ringel MD, Knopp MV, Hall NC, King M, Stevens R, et al. Phase II trial of sorafenib in metastatic thyroid cancer. J Clin Oncol. 2009;27:1675-1684.

    Not in our library10.1200/jco.2008.18.2717

  135. 135.

    Wang R, Hu H, Pan Y, Li Y, Ye T, Li C, et al. RET fusions define a unique molecular and clinicopathologic subtype of non-small-cell lung cancer. J Clin Oncol. 2012;30:4352-4359.

    Not in our library10.1200/jco.2012.44.1477

  136. 136.

    Drilon A, Wang L, Hasanovic A, Suehara Y, Lipson D, Stephens P, et al. Response to Cabozantinib in patients with RET fusion-positive lung adenocarcinomas. Cancer Discov. 2013;3:630-635.

    Not in our library10.1158/2159-8290.cd-13-0035

  137. 137.

    Drilon A, Rekhtman N, Arcila M, Wang L, Ni A, Albano M, et al. Cabozantinib in patients with advanced RET-rearranged non-small-cell lung cancer: an open-label, single-centre, phase 2, single-arm trial. Lancet Oncol. 2016;17:1653-1660.

    Not in our library10.1016/s1470-2045(16)30562-9

  138. 138.

    Kiehna EN, Arnush MR, Tamrazi B, Cotter JA, Hawes D, Robison NJ, et al. Novel GOPC(FIG)-ROS1 fusion in a pediatric high-grade glioma survivor. J Neurosurg Pediatr. 2017;20:51-55.

    Not in our library10.3171/2017.2.peds16679

  139. 139.

    Shaw AT, Solomon BJ. Crizotinib in ROS1-rearranged non-small-cell lung cancer. N Engl J Med. 2015;372:683-684.

    Not in our library10.1056/nejmc1415359

  140. 140.

    Drilon A, Nagasubramanian R, Blake JF, Ku N, Tuch BB, Ebata K, et al. A next-generation TRK kinase inhibitor overcomes acquired resistance to prior TRK kinase inhibition in patients with TRK fusion-positive solid tumors. Cancer Discov. 2017;7:963-972.

    Not in our library10.1158/2159-8290.cd-17-0507

  141. 141.

    Drilon A, Siena S, Ou SI, Patel M, Ahn MJ, Lee J, et al. Safety and antitumor activity of the multitargeted pan-TRK, ROS1, and ALK inhibitor Entrectinib: combined results from two phase I trials (ALKA-372-001 and STARTRK-1). Cancer Discov. 2017;7:400-409.

    Not in our library10.1158/2159-8290.cd-16-1237

  142. 142.

    Chen HY, Brady DC, Villanueva J. Double trouble: kinase domain duplication as a new path to drug resistance. Pigment Cell Melanoma Res. 2016;29:493-495.

    Not in our library10.1111/pcmr.12508

  143. 143.

    Gallant JN, Sheehan JH, Shaver TM, Bailey M, Lipson D, Chandramohan R, et al. EGFR kinase domain duplication (EGFR-KDD) is a novel oncogenic driver in lung cancer that is clinically responsive to Afatinib. Cancer Discov. 2015;5:1155-1163.

    Not in our library10.1158/2159-8290.cd-15-0654

  144. 144.

    Rodriguez FJ, Ligon AH, Horkayne-Szakaly I, Rushing EJ, Ligon KL, Vena N, et al. BRAF duplications and MAPK pathway activation are frequent in gliomas of the optic nerve proper. J Neuropathol Exp Neurol. 2012;71:789-794.

    Not in our library10.1097/nen.0b013e3182656ef8

  145. 145.

    Klempner SJ, Bordoni R, Gowen K, Kaplan H, Stephens PJ, Ou SH, et al. Identification of BRAF kinase domain duplications across multiple tumor types and response to RAF inhibitor therapy. JAMA Oncol. 2016;2:272-274.

    Not in our library10.1001/jamaoncol.2015.4437

  146. 146.

    Gay LM, Pavlick D, Chung J, Ramkissoon S, Daniel S, Elvin JA, et al. Genomic profiling of 114,200 advanced cancers identifies recurrent kinase domain duplications (KDD) and oncogenic rearrangements (RE) across diverse tumor types. Ann Oncol. 2017;28:v595-v604.

    Not in our library

  147. 147.
  148. 148.

    Poulikakos PI, Persaud Y, Janakiraman M, Kong X, Ng C, Moriceau G, et al. RAF inhibitor resistance is mediated by dimerization of aberrantly spliced BRAF(V600E). Nature. 2011;480:387-390.

    Not in our library10.1038/nature10662

  149. 149.

    Singh AB, Harris RC. Autocrine, paracrine and juxtacrine signaling by EGFR ligands. Cell Signal. 2005;17:1183-1193.

    Not in our library10.1016/j.cellsig.2005.03.026

  150. 150.

    Walsh JH, Karnes WE, Cuttitta F, Walker A. Autocrine growth factors and solid tumor malignancy. West J Med. 1991;155:152-163.

    Not in our library

  151. 151.

    Ciardiello F, Tortora G. A novel approach in the treatment of cancer: targeting the epidermal growth factor receptor. Clin Cancer Res. 2001;7:2958-2970.

    Not in our library

  152. 152.

    Kentsis A, Reed C, Rice KL, Sanda T, Rodig SJ, Tholouli E, et al. Autocrine activation of the MET receptor tyrosine kinase in acute myeloid leukemia. Nat Med. 2012;18:1118-1122.

    Not in our library10.1038/nm.2819

  153. 153.

    Yi S, Tsao MS. Activation of hepatocyte growth factor-met autocrine loop enhances tumorigenicity in a human lung adenocarcinoma cell line. Neoplasia. 2000;2:226-234.

    Not in our library10.1038/sj.neo.7900080

  154. 154.

    Krystal GW, Hines SJ, Organ CP. Autocrine growth of small cell lung cancer mediated by coexpression of c-kit and stem cell factor. Cancer Res. 1996;56:370-376.

    Not in our library

  155. 155.

    Wiesner C, Nabha SM, Dos Santos EB, Yamamoto H, Meng H, Melchior SW, et al. C-kit and its ligand stem cell factor: potential contribution to prostate cancer bone metastasis. Neoplasia. 2008;10:996-1003.

    Not in our library10.1593/neo.08618

  156. 156.

    Esposito I, Kleeff J, Bischoff SC, Fischer L, Collecchi P, Iorio M, et al. The stem cell factor-c-kit system and mast cells in human pancreatic cancer. Lab Investig. 2002;82:1481-1492.

    Not in our library10.1097/01.lab.0000036875.21209.f9

  157. 157.

    Fujimoto N, Wislez M, Zhang J, Iwanaga K, Dackor J, Hanna AE, et al. High expression of ErbB family members and their ligands in lung adenocarcinomas that are sensitive to inhibition of epidermal growth factor receptor. Cancer Res. 2005;65:11478-11485.

    Not in our library10.1158/0008-5472.can-05-1977

  158. 158.

    Donzelli S, Cioce M, Muti P, Strano S, Yarden Y, Blandino G. MicroRNAs: non-coding fine tuners of receptor tyrosine kinase signalling in cancer. Semin Cell Dev Biol. 2016;50:133-142.

    Not in our library10.1016/j.semcdb.2015.12.020

  159. 159.

    Yan Y, Luo YC, Wan HY, Wang J, Zhang PP, Liu M, et al. MicroRNA-10a is involved in the metastatic process by regulating Eph tyrosine kinase receptor A4-mediated epithelial-mesenchymal transition and adhesion in hepatoma cells. Hepatology. 2013;57:667-677.

    Not in our library10.1002/hep.26071

  160. 160.

    Cho WC, Chow AS, Au JS. MiR-145 inhibits cell proliferation of human lung adenocarcinoma by targeting EGFR and NUDT1. RNA Biol. 2011;8:125-131.

    Not in our library10.4161/rna.8.1.14259

  161. 161.

    Rao SA, Arimappamagan A, Pandey P, Santosh V, Hegde AS, Chandramouli BA, et al. miR-219-5p inhibits receptor tyrosine kinase pathway by targeting EGFR in glioblastoma. PLoS One. 2013;8:e63164.

    Not in our library10.1371/journal.pone.0063164

  162. 162.

    Zhang Y, Kim J, Mueller AC, Dey B, Yang Y, Lee DH, et al. Multiple receptor tyrosine kinases converge on microRNA-134 to control KRAS, STAT5B, and glioblastoma. Cell Death Differ. 2014;21:720-734.

    Not in our library10.1038/cdd.2013.196

  163. 163.

    Zhang KL, Han L, Chen LY, Shi ZD, Yang M, Ren Y, et al. Blockage of a miR-21/EGFR regulatory feedback loop augments anti-EGFR therapy in glioblastomas. Cancer Lett. 2014;342:139-149.

    Not in our library10.1016/j.canlet.2013.08.043

  164. 164.

    Cappuzzo F, Sacconi A, Landi L, Ludovini V, Biagioni F, D'Incecco A, et al. MicroRNA signature in metastatic colorectal cancer patients treated with anti-EGFR monoclonal antibodies. Clin Colorectal Cancer. 2014;13:37-45.

    Not in our library10.1016/j.clcc.2013.11.006

  165. 165.

    Spill F, Reynolds DS, Kamm RD, Zaman MH. Impact of the physical microenvironment on tumor progression and metastasis. Curr Opin Biotechnol. 2016;40:41-48.

    Not in our library10.1016/j.copbio.2016.02.007

  166. 166.

    Brantley-Sieders D, Schmidt S, Parker M, Chen J. Eph receptor tyrosine kinases in tumor and tumor microenvironment. Curr Pharm Des. 2004;10:3431-3442.

    Not in our library10.2174/1381612043383160

  167. 167.
  168. 168.

    Gattei V, Celetti A, Cerrato A, Degan M, De Iuliis A, Rossi FM, et al. Expression of the RET receptor tyrosine kinase and GDNFR-alpha in normal and leukemic human hematopoietic cells and stromal cells of the bone marrow microenvironment. Blood. 1997;89:2925-2937.

    Not in our library

  169. 169.

    Ribatti D, Ranieri G, Basile A, Azzariti A, Paradiso A, Vacca A. Tumor endothelial markers as a target in cancer. Expert Opin Ther Targets. 2012;16:1215-1225.

    Not in our library10.1517/14728222.2012.725047

  170. 170.

    Bertolini F, Mancuso P, Benayoun L, Gingis-Velitski S, Shaked Y. Evaluation of circulating endothelial precursor cells in cancer patients. Methods Mol Biol. 2012;904:165-172.

    Not in our library10.1007/978-1-61779-943-3_14

  171. 171.

    Gialeli C, Nikitovic D, Kletsas D, Theocharis AD, Tzanakakis GN, Karamanos NK. PDGF/PDGFR signaling and targeting in cancer growth and progression: focus on tumor microenvironment and cancer-associated fibroblasts. Curr Pharm Des. 2014;20:2843-2848.

    Not in our library10.2174/13816128113199990592

  172. 172.

    Worby CA, Dixon JE. PTEN. Annu Rev Biochem. 2014;83:641–69.

    Not in our library10.1146/annurev-biochem-082411-113907

  173. 173.

    Gur G, Rubin C, Katz M, Amit I, Citri A, Nilsson J, et al. LRIG1 restricts growth factor signaling by enhancing receptor ubiquitylation and degradation. EMBO J. 2004;23:3270-3281.

    Not in our library10.1038/sj.emboj.7600342

  174. 174.

    Zhang X, Pickin KA, Bose R, Jura N, Cole PA, Kuriyan J. Inhibition of the EGF receptor by binding of MIG6 to an activating kinase domain interface. Nature. 2007;450:741-744.

    Not in our library10.1038/nature05998

  175. 175.

    Bagchi A, Mills AA. The quest for the 1p36 tumor suppressor. Cancer Res. 2008;68:2551-2556.

    Not in our library10.1158/0008-5472.can-07-2095

  176. 176.

    Koshikawa K, Nomoto S, Yamashita K, Ishigure K, Takeda S, Nakao A. Allelic imbalance at 1p36 in the pathogenesis of human hepatocellular carcinoma. Hepato-Gastroenterology. 2004;51:186-191.

    Not in our library

  177. 177.

    Tseng RC, Chang JW, Hsien FJ, Chang YH, Hsiao CF, Chen JT, et al. Genomewide loss of heterozygosity and its clinical associations in non small cell lung cancer. Int J Cancer. 2005;117:241-247.

    Not in our library10.1002/ijc.21178

  178. 178.

    Ferby I, Reschke M, Kudlacek O, Knyazev P, Pante G, Amann K, et al. Mig6 is a negative regulator of EGF receptor-mediated skin morphogenesis and tumor formation. Nat Med. 2006;12:568-573.

    Not in our library10.1038/nm1401

  179. 179.

    Amatschek S, Koenig U, Auer H, Steinlein P, Pacher M, Gruenfelder A, et al. Tissue-wide expression profiling using cDNA subtraction and microarrays to identify tumor-specific genes. Cancer Res. 2004;64:844-856.

    Not in our library10.1158/0008-5472.can-03-2361

  180. 180.

    Shawver LK, Slamon D, Ullrich A. Smart drugs: tyrosine kinase inhibitors in cancer therapy. Cancer Cell. 2002;1:117-123.

    Not in our library10.1016/s1535-6108(02)00039-9

  181. 181.

    Pirker R, Pereira JR, Szczesna A, von Pawel J, Krzakowski M, Ramlau R, et al. Cetuximab plus chemotherapy in patients with advanced non-small-cell lung cancer (FLEX): an open-label randomised phase III trial. Lancet. 2009;373:1525-1531.

    Not in our library10.1016/s0140-6736(09)60569-9

  182. 182.

    Gibson TB, Ranganathan A, Grothey A. Randomized phase III trial results of panitumumab, a fully human anti-epidermal growth factor receptor monoclonal antibody, in metastatic colorectal cancer. Clin Colorectal Cancer. 2006;6:29-31.

    Not in our library10.3816/ccc.2006.n.01

  183. 183.

    Vermorken JB, Mesia R, Rivera F, Remenar E, Kawecki A, Rottey S, et al. Platinum-based chemotherapy plus cetuximab in head and neck cancer. N Engl J Med. 2008;359:1116-1127.

    Not in our library10.1056/nejmoa0802656

  184. 184.

    Romond EH, Perez EA, Bryant J, Suman VJ, Geyer CE, Davidson NE, et al. Trastuzumab plus adjuvant chemotherapy for operable HER2-positive breast cancer. N Engl J Med. 2005;353:1673-1684.

    Not in our library10.1056/nejmoa052122

  185. 185.

    von Minckwitz G, Procter M, de Azambuja E, Zardavas D, Benyunes M, Viale G, et al. Adjuvant Pertuzumab and Trastuzumab in early HER2-positive breast cancer. N Engl J Med. 2017;377:122-131.

    Not in our library10.1056/nejmoa1703643

  186. 186.

    Kobayashi S, Boggon TJ, Dayaram T, Janne PA, Kocher O, Meyerson M, et al. EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. N Engl J Med. 2005;352:786-792.

    Not in our library10.1056/nejmoa044238

  187. 187.

    Sasaki T, Koivunen J, Ogino A, Yanagita M, Nikiforow S, Zheng W, et al. A novel ALK secondary mutation and EGFR signaling cause resistance to ALK kinase inhibitors. Cancer Res. 2011;71:6051-6060.

    Not in our library10.1158/0008-5472.can-11-1340

  188. 188.

    Engelman JA, Janne PA, Mermel C, Pearlberg J, Mukohara T, Fleet C, et al. ErbB-3 mediates phosphoinositide 3-kinase activity in gefitinib-sensitive non-small cell lung cancer cell lines. Proc Natl Acad Sci U S A. 2005;102:3788-3793.

    Not in our library10.1073/pnas.0409773102

  189. 189.

    Hrustanovic G, Olivas V, Pazarentzos E, Tulpule A, Asthana S, Blakely CM, et al. RAS-MAPK dependence underlies a rational polytherapy strategy in EML4-ALK-positive lung cancer. Nat Med. 2015;21:1038-1047.

    Not in our library10.1038/nm.3930

  190. 190.

    Blakely CM, Pazarentzos E, Olivas V, Asthana S, Yan JJ, Tan I, et al. NF-kappaB-activating complex engaged in response to EGFR oncogene inhibition drives tumor cell survival and residual disease in lung cancer. Cell Rep. 2015;11:98-110.

    Not in our library10.1016/j.celrep.2015.03.012

  191. 191.

    Li D, Ambrogio L, Shimamura T, Kubo S, Takahashi M, Chirieac LR, et al. BIBW2992, an irreversible EGFR/HER2 inhibitor highly effective in preclinical lung cancer models. Oncogene. 2008;27:4702-4711.

    Not in our library10.1038/onc.2008.109

  192. 192.

    Kwak EL, Sordella R, Bell DW, Godin-Heymann N, Okimoto RA, Brannigan BW, et al. Irreversible inhibitors of the EGF receptor may circumvent acquired resistance to gefitinib. Proc Natl Acad Sci U S A. 2005;102:7665-7670.

    Not in our library10.1073/pnas.0502860102

  193. 193.

    Finlay MR, Anderton M, Ashton S, Ballard P, Bethel PA, Box MR, et al. Discovery of a potent and selective EGFR inhibitor (AZD9291) of both sensitizing and T790M resistance mutations that spares the wild type form of the receptor. J Med Chem. 2014;57:8249-8267.

    Not in our library10.1021/jm500973a

  194. 194.

    Soria JC, Ohe Y, Vansteenkiste J, Reungwetwattana T, Chewaskulyong B, Lee KH, et al. Osimertinib in untreated EGFR-mutated advanced non-small-cell lung cancer. N Engl J Med. 2018;378:113-125.

    Not in our library10.1056/nejmoa1713137

  195. 195.

    Janjigian YY, Smit EF, Groen HJ, Horn L, Gettinger S, Camidge DR, et al. Dual inhibition of EGFR with afatinib and cetuximab in kinase inhibitor-resistant EGFR-mutant lung cancer with and without T790M mutations. Cancer Discov. 2014;4:1036-1045.

    Not in our library10.1158/2159-8290.cd-14-0326

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