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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.792635</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Targeting KRAS in Non-Small Cell Lung Cancer</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Corral de la Fuente</surname>
<given-names>Elena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1510441"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Olmedo Garcia</surname>
<given-names>Maria Eugenia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gomez Rueda</surname>
<given-names>Ana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lage</surname>
<given-names>Yolanda</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1549627"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Garrido</surname>
<given-names>Pilar</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1512369"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Early Phase Clinical Drug Development in Oncology, South Texas Accelerated Research Therapeutics (START) Madrid-Centro Integral Oncol&#xf3;gico Clara Campal (CIOCC), Centro Integral Oncol&#xf3;gico Clara Campal</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Medical Oncology, Ramo&#x301;n y Cajal University Hospital</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Laura Mezquita, Hospital Cl&#xed;nic de Barcelona, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Pier Giorgio Petronini, University of Parma, Italy; Muhammad Furqan, University of Iowa Health Care, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Elena Corral de la Fuente, <email xlink:href="mailto:elenacdlfuente@gmail.com">elenacdlfuente@gmail.com</email>; Pilar Garrido, <email xlink:href="mailto:pilargarridol@gmail.com">pilargarridol@gmail.com</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Thoracic Oncology, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>792635</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Corral de la Fuente, Olmedo Garcia, Gomez Rueda, Lage and Garrido</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Corral de la Fuente, Olmedo Garcia, Gomez Rueda, Lage and Garrido</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Kirsten Rat Sarcoma viral oncogene homolog (KRAS) is the most frequently altered oncogene in Non-Small Cell Lung Cancer (NSCLC). KRAS mutant tumors constitute a heterogeneous group of diseases, different from other oncogene-derived tumors in terms of biology and response to treatment, which hinders the development of effective drugs against KRAS. Therefore, for decades, despite enormous efforts invested in the development of drugs aimed at inhibiting KRAS or its signaling pathways, KRAS was considered to be undruggable. Recently, the discovery of a new pocket under the effector binding switch II region of KRAS G12C has allowed the development of direct KRAS inhibitors such as sotorasib, the first FDA-approved drug targeting KRAS G12C, or adagrasib, initiating a new exciting era. However, treatment with targeted KRAS G12C inhibitors also leads to resistance, and understanding the possible mechanisms of resistance and which drugs could be useful to overcome it is key. Among others, KRAS G12C (ON) tricomplex inhibitors and different combination therapy strategies are being analyzed in clinical trials. Another area of interest is the potential role of co-mutations in treatment selection, particularly immunotherapy. The best first-line strategy remains to be determined and, due to the heterogeneity of KRAS, is likely to be based on combination therapies.</p>
</abstract>
<kwd-group>
<kwd>targeted therapy</kwd>
<kwd>NSCLC</kwd>
<kwd>KRAS</kwd>
<kwd>immunotherapy</kwd>
<kwd>drug resistance</kwd>
<kwd>lung cancer</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="92"/>
<page-count count="11"/>
<word-count count="6213"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Background</title>
<p>In recent years, there has been an enormous advance in the diagnosis and treatment of NSCLC patients, thanks to the discovery of different oncogenes amenable to targeted therapy such as Epidermal Growth Factor Receptor (EGFR), Anaplastic Lymphoma Kinase (ALK), ROS proto-oncogene 1 (ROS1), B-Raf proto-oncogene (BRAF), mesenchymal-epithelial transition factor (cMET), rearranged during transfection (RET) or neurotrophic tyrosine receptor (NTRK) (<xref ref-type="bibr" rid="B1">1</xref>), together with the development of immune checkpoint inhibitors (ICPI) either as monotherapy or in combination with chemotherapy, that have changed the management of patients with advanced disease and improved long-term survival (<xref ref-type="bibr" rid="B2">2</xref>). However, lung cancer remains one of the leading causes of cancer-related mortality, with nearly 1.8 million deaths worldwide in 2020 (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>KRAS is the most common oncogenic mutation detected in patients with lung adenocarcinoma (LUAD) in the Western world, being found in approximately 20-25% of patients with NSCLC, most of them LUAD (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>KRAS mutant(mt) NSCLC is a heterogeneous disease, which differs from other oncogene-driven tumors such as EGFR or ALK. This heterogeneity may be related to co-occurring genomic alterations, different KRAS mutations or tumor dependence/independence on KRAS, among others, that could condition intrinsic or acquired resistance to different treatments.</p>
<sec id="s1_1">
<label>1.1</label>
<title>KRAS Biology and Mutations in Lung Cancer</title>
<p>The KRAS proto-oncogene encodes an intracellular guanine nucleotide-binding protein (G protein) belonging to the family of small GTPases. The structure of the KRAS protein consists of six beta chains and five alpha helices comprising a catalytic domain (G domain), which binds guanine nucleotides and activates signaling, and a C-terminal hypervariable region (HVR) that incorporates farnesyl or prenyl groups (post-transcriptional modifications) to drive the anchoring of KRAS to the membrane (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). There are two isoforms of KRAS as a result of alternative splicing (KRAS4A and KRAS4B) with different posttranslational modifications and membrane localization. KRAS 4A might have a role in stress adaptability, such as hypoxia, and KRAS 4B might be overexpressed in stem cells (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Downstream signaling is regulated by the switch between the active state of guanosine triphosphate (GTP) and the inactive state of guanosine diphosphate (GDP) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B9">9</xref>). The RAS-GTP complex activates several downstream signaling effectors such as Raf-MEK-ERK, the phosphoinositide 3-kinase/protein kinase B/mechanistic target of rapamycin kinase (PI3K/AKT/mTOR), Ral guanine nucleotide dissociation stimulator (RALGDS-RalA/B pathways or the TIAM1-RAC1 pathway, which control multiple cellular functions including proliferation, apoptosis, metabolic changes, motility and survival (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>GDP-GTP exchange is regulated by additional proteins: Guanine nucleotide Exchange Factors (GEFs), such as Son-Of Sevenless (SOS), which decrease the affinity of RAS proteins for GDP and favor GTP binding, resulting in RAS activation, while GTPase activating proteins (GAPs), exemplified by neurofibromin (NF1), accelerate intrinsic GTPase activity to regulate RAS cycling. GEFs and GAPs bind to one or both of the binding pockets in the RAS (known as switch I and switch II regions) and these signaling cascades are triggered by the engagement of several receptor tyrosine kinases (RTKs) such as EGFR, human epidermal growth factor receptors 2-4 (HER2-4/ERBB2-4) or fibroblast growth factor receptor (FGFR) among others, which favor a constitutive activation of KRAS (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>KRAS mutations are mostly point missense mutations occurring in exon 2 (codons 12 and 13) and, less frequently, in exon 3 (codon 61) of the G domain, impairing its GTP hydrolysis capacity and resulting in constitutive activation of KRAS proteins, promoting the GTP-bound active state (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>The frequency of KRAS mutations varies according to patient ethnicity, being more frequent in Western vs Asian populations (26% vs 11%), and more common in current or former smokers compared to non-smokers (30% vs 10%) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). It has also been observed that most KRAS mutations are clonal and appear early in carcinogenesis (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). KRAS mutations are usually mutually exclusive of other predictive oncogenic mutations such as EGFR or ALK, although KRAS mutations may arise as a mechanism of resistance to targeted therapies (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Although KRAS mutations have classically been defined as a negative prognostic factor, with more undifferentiated tumors having unfavorable survival and disease-free survival rates compared to KRAS wild-type (wt) tumors, the role of KRAS as a prognostic factor in NSCLC is not well established at this time due to heterogeneity among studies (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>).</p>
</sec>
<sec id="s1_2">
<label>1.2</label>
<title>KRAS Mutation Subtypes</title>
<p>The most frequent mutations in KRAS mt NSCLC are transversion mutations involving guanine to thymine or guanine to cytosine nucleotide changes, such as glycine 12 to cysteine (G12C) accounting for 41%, followed by glycine 12 to valine (G12V), both associated with a history of smoking, whereas transitions mutations, involving guanine to adenine nucleotide changes, such as glycine 12 to aspartic acid (G12D), are found mainly in never smokers (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>It has been suggested that the type of point mutation may affect downstream signaling differently, which may translate into different clinical features and outcomes. G12C and G12V mutations are usually associated with the Ral A/B signaling pathway. However, KRAS G12D mutations preferentially activate PI3K/AKT and MEK signaling, and are often associated with non-smokers, especially KRAS G12D which is also associated with mucinous histology (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>There are differences in the patterns of metastasis depending on the KRAS mutation, with bone dissemination being more frequent in the KRAS G12C mutation, while the KRAS G12V mutation frequently presents with pericardial and pleural involvement (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
</sec>
<sec id="s1_3">
<label>1.3</label>
<title>KRAS-Dependency</title>
<p>Recent works have established two different groups of KRAS mt NSCLC: KRAS-dependent or KRAS-independent, according to their requirement for mutant KRAS to maintain tumor viability (<xref ref-type="bibr" rid="B4">4</xref>). KRAS-driven cells are associated with a well-differentiated epithelial phenotype, whereas non KRAS-driven cells correlate with an epithelial-mesenchymal transformation (EMT) phenotype (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>).</p>
</sec>
<sec id="s1_4">
<label>1.4</label>
<title>Co-Mutational Status of KRAS</title>
<p>The co-mutational status of KRAS in NSCLC has been studied, showing that half (53%) of KRAS mt tumors had non-oncogenic co-mutations, the most frequent being TP53 (39%), serine/threonine kinase 11 (STK11) (20%), and kelch-like ECH-associated protein 1 (KEAP1) (13%), being probably clonal in nature and occurring early during oncogenesis (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). These findings correlate with those previously published by Skoulidis et al, who performed an integrative analysis of genomic, transcriptomic and proteomic data from early stage lung adenocarcinomas and metastatic tumors after progression to platinum, and identified three subtypes of KRAS mt NSCLC dominated respectively, by concurrent genetic events in STK11/LKB1 (the KL or subgroup 2), TP53 (KP, subgroup 3) and CDKN2A/B inactivation together with low expression of the transcription factor NKX2-1 (TTF1) (KC, subgroup 1), with relevant biological and therapeutic differences between the subgroups. KC tumors frequently had mucinous histology and suppressed mTORC1 signaling. KL tumors had high rates of KEAP1 mutational inactivation and expressed lower levels of immune markers, including PD-L1. Inactivation of the LKB1 gene may be driven primarily by genomic copy number suppression, inactivating mutation and down-regulation of its own expression, showing LKB1 protein depletion (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>KP tumors showed higher levels of somatic mutations (although the smoking burden of the included patients was similar in all three subgroups), inflammatory markers, immune checkpoint effector molecules, and longer relapse-free survival (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Subsequently, Skoulidis analyzed the efficacy of antiPD-1 in advanced lines and observed higher responses in the KP versus KC subgroup (35.7% vs 7.4%), identifying STK11 as an antiPD-1 resistance mutation (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>Consistent with this, Dong et al, observed that the TP53 mutation significantly increased PDL-1 expression and interferon gamma signature, more so in the TP53/KRAS mt subgroup, with increased antiPD-1 benefit in a small cohort of patients. However, heterogeneity has also been described in TP53-mutated LUAD, and there may be differences in response to ICPI depending on the type of TP53 mutation (<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>To date, clinical trials that have given approval to immune checkpoint inhibitor drugs targeting PD-1 or PD-L1 have not been designed or sufficiently powered to find differences between the molecular subgroups determined by Skoulidis based on KRAS co-mutational profiling (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>).</p>
</sec>
<sec id="s1_5">
<label>1.5</label>
<title>KRAS Molecular Testing</title>
<p>KRAS can be performed as part of a multigene or Next-Generation Sequencing (NGS) panel or as a single-gene test. Single-gene tests, such as quantitative real-time PCR, droplet digital PCR, or pyrosequencing, can only detect prespecified mutations that are encoded in the molecular probe of a gene of interest, whereas NGS can detect multiple biomarkers from multiple genes related to carcinogenesis, with higher cost and more time (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>With the emergence of new predictive biomarkers for targeted therapies in NSCLC, NGS has become an essential genomic test in many institutions for clinical decision making, as it allows analyzing mutational hotspots in many oncogenes for different patients at the same time, which is crucial in patients with advanced NSCLC. Moreover, considering the heterogeneity of KRAS mt NSCLC, NGS would allow analyzing the presence of other co-mutations (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Circulating tumor DNA (ctDNA) liquid biopsy has been accepted as a noninvasive tool for diagnosis in patients without available or suitable tissue (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). However, liquid biopsy has some limitations such as false positives of clonal hematopoiesis, i.e., accumulation of somatic mutations and clonal expansion of hematopoietic stem cells as a result of aging. Unlike other oncogenes, KRAS mutations arising from clonal hematopoiesis are rare false positives in liquid biopsy tests (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>To date, KRAS molecular testing is not indicated as a routine stand-alone assay as the sole determinant of targeted therapy (<xref ref-type="bibr" rid="B35">35</xref>). KRAS testing was performed to provide prognostic information or to rule out less common driver alterations (e.g., EGFR, ALK) mutually exclusive with KRAS mutations (<xref ref-type="bibr" rid="B38">38</xref>). However, this approach may soon change with the approval of KRAS-targeted drugs, which will require the determination of this biomarker.</p>
</sec>
</sec>
<sec id="s2">
<label>2</label>
<title>KRAS and Immunotherapy</title>
<p>Initially, KRAS was associated with a favorable response to ICPI, as it was more frequently associated with smokers, high tumor mutational burden (TMB) and enhanced PD-L1, as well as high infiltration of immune cells (TILs) (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>Exploratory, retrospective studies and meta-analyses have suggested that patients with KRAS mt may benefit from PD-1 blockade, without delving into the underlying mechanisms (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>Two meta-analyses that included three randomized phase II or III clinical trials examining Overall Survival (OS) in KRAS mt NSCLC ICPIs as second- or third-line therapy in mt KRAS NSCLC have shown contradictory results. The first one demonstrated an OS improvement compared to standard chemotherapy (HR = 0.64 [95% confidence interval, 0.43&#x2013;0.96], <italic>P</italic> = 0.03) without significant OS benefit between ICPIs and chemotherapy in KRAS wt NSCLC (HR = 0.88 [95% confidence interval, 0.68&#x2013;1.13], <italic>P</italic> = 0.30) (<xref ref-type="bibr" rid="B41">41</xref>). However, another meta-analysis concluded that there was not enough evidence to recommend KRAS mt alone as a predictive biomarker for ICPIs as no significant treatment interaction for KRAS mt (KRAS mt HR0.86 vs. KRAS wt HR, 0.65; <italic>P</italic> = 0.24) was found (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>The phase III KEYNOTE-042 trial that demonstrated an OS benefit of pembrolizumab in the first-line setting versus platinum-based chemotherapy in patients with advanced NSCLC with PD-L1 expression &#x2265; 1%, evaluated in an exploratory analysis, the association between KRAS status and efficacy to ICPI. KRAS status was determined by whole exome sequencing (WES) of tumor tissue in 301 patients with LUAD of the 1274 randomized participants with NSCLC, being 69/301 (22.9%) KRAS mt LUAD. The benefit of pembrolizumab versus chemotherapy was independent of KRAS mutational status in LUAD, although it was more pronounced in KRAS mt patients, with an Objective Response Rate (ORR) of 56.7% vs. 18% for LUAD patients with KRAS mt than those with KRAS wt (29.1% vs. 21%), a median Progression Free Survival (PFS) of 12 vs. 6 months (HR= 0. 51 [95% confidence interval, 0.29-0.87]) for LUAD patients with KRAS mt, compared to a PFS of 6 vs 6 months (HR=1.00 [95% confidence interval, 0.75-1.34]) in LUAD patients with KRAS wt and a median OS of 28 vs 11 months (HR=0.42 [95% confidence interval, 0.22-0.81]) in patients with KRAS mt compared to 15 vs 12 months (HR=0.86 [95% CI 0.63-1.18]) in LUAD patients with KRAS wt LUAD tumors. Notably, tumors with KRAS mt had increased expression of PD-L1 and TMB (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Recently, a retrospective study evaluating the association of KRAS mutational status with the benefit of antiPD-1 versus chemo-antiPD1 in patients with PD-L1 &#x2265; 50% has been published. Among 1127 patients with advanced LUAD and PD-L1 expression &#x2265; 50%, the prevalence of KRAS mt was 50%, similar to that published in other studies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Among patients with KRAS mt, OS did not differ between those treated with antiPD1 monotherapy and chemo-antiPD1 (mOS, 21.1 vs 20.0 months; <italic>P</italic> = .78). However, among patients with KRAS wt status, those treated with antiPD1 monotherapy had worse survival than those treated with chemo-antiPD1, although this difference was not statistically significant (median OS, 13.6 vs 19.3 months; <italic>P</italic> = 0.06). These results suggested that patients with KRAS wt NSCLC and PD-L1 expression &#x2265; 50%, treated with anti-PD-1 in monotherapy had worse survival than patients with mt KRAS NSCLC, while there was no difference in survival with chemo-antiPD1, suggesting that chemo-antiPD1 might be preferable in patients with KRAS wt and high PD-L1 expression (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>It is now known that KRAS mt NSCLC is a heterogeneous disease, which differs from other oncogene-derived tumors, and that this heterogeneity may be related to concurrent genomic alterations such STK11 or TP53, different subtypes of KRAS or tumor dependence/independence on KRAS. The influence of these factors on the response to ICPI is being studied. As it was mentioned before, TP53/KRAS mt NSCLC tumors are related to an inflammatory microenvironment, enriched in TILs, have an increased presence of neoantigens and high PDL1 expression levels, whereas LKB1 inactivation in KRAS mt NSCLC tumors generally generates a suppressive immune microenvironment which could be linked to the lack of response to antiPD-1/PD-L1 blockade alone described in some studies (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). However, the value of these mutations in guiding ICPI for NSCLC patients is still uncertain.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>KRAS and Targeted Therapy</title>
<sec id="s3_1">
<label>3.1</label>
<title>Direct Targeting of KRAS G12C</title>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>KRAS G12C (OFF) Inhibitors</title>
<p>KRAS proteins are small proteins with a relatively smooth molecular surface without readily accessible binding pockets, with a high affinity for GDP/GTP and complex downstream pathways (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Therefore, direct targeting KRAS by small molecule inhibitor was a difficult approach until the discovery of a new pocket beneath the effector binding switch II region of KRAS glycine-to-cysteine amino acid substitutions at codon 12 (KRAS G12C), that has allowed the development of direct KRAS G12C inhibitors (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>). Initially it was thought that mutation of KRAS led to constitutive activation in its GTP-bound state. However, KRAS G12C presents an intrinsic GTPase activity, not presented in other KRAS subtypes, of importance for the activity and efficacy of the direct KRAS G12C inhibitors (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>Sotorasib (AMG 510) is an oral covalent KRAS G12C (OFF) inhibitor that irreversibly and selectively binds to the cysteine 12, next to pocket (P2) of the switch II region within KRAS mt, keeping it in the inactive GDP-bound state. It was evaluated in a phase I/II study (CodeBreak 100: NCT03600883) in pretreated KRAS G12C mt solid tumors (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). At the 960 mg once-daily dose selected for phase II in patients with metastatic NSCLC (N = 126), the ORR was 37.1% and Disease Control Rate (DCR) was 80.6%. The median duration of response was 11.1 months, the median time to objective response was 1.4 months, with a median PFS 6.8 months (95% confidence interval, 5.1 to 8.2) and a median overall survival of 12.5 months (95% confidence interval, 10.0 to could not be evaluated). The activity of sotorasib was observed across a spectrum of prevalent co-occurring mutations such as STK11, KEAP1 or TP53 as well as different PD-L1 expression or TMB levels. However, these exploratory analyses were not statistically powered, subgroup sample sizes were small, and therefore future prospective studies are warranted to identify subgroups of patients who may benefit differently from sotorasib therapy. Treatment-related adverse events (TRAEs) occurred in 69.8% patients, including grade 3 events in 19.8%. Most common adverse events related to sotorasib were gastrointestinal side effects such as diarrhea (31.7%) and nausea (19%) as well as low-grade hepatic toxicity like alanine aminotransferase (ALT) and aspartate aminotransferase increase (AST) (each 15.1%). No fatal TRAEs were reported. Patients with active brain metastases were ineligible, so the efficacy of sotorasib in the treatment of patients with central nervous system metastases is unknown (<xref ref-type="bibr" rid="B48">48</xref>&#x2013;<xref ref-type="bibr" rid="B50">50</xref>). Based on these results, Sotorasib was granted breakthrough designation by the U.S. Food and Drug Administration (FDA) for the treatment of adult patients with KRAS G12C mt locally advanced or metastatic NSCLC who have received at least one prior systemic therapy, becoming the first targeted therapy approved for advanced NSCLC KRAS G12C mt (<xref ref-type="bibr" rid="B50">50</xref>). The global phase III trial, CodeBreak 200 (NCT04303780), comparing sotorasib with docetaxel in patients with mt KRAS G12C NSCLC is ongoing, as well as different clinical trials are evaluating sotorasib in combination therapies (CodeBreaK101; NCT04185883) with the aim to identify patients who may benefit from sotorasib regimens in the context of first-line treatment (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Ongoing studies with direct KRAS G12C inhibitors. Drug combination strategies.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-792635-g001.tif"/>
</fig>
<p>Adagrasib (MRTX849) is another oral covalent KRASG12C inhibitor that irreversibly and selectively binds KRAS G12C in its inactive GDP-bound state. It was evaluated in a phase I/II study (KRYSTAL-1; NCT03785249) in pretreated patients with advanced solid tumors. At dose of 600 mg twice daily, of 51 evaluable patients with NSCLC, 45% had ORR and DCR was 96% with 8.2-month median duration of response. Regarding safety for all patients treated at the 600mg twice-daily dose (n = 110), grade 3 or 4 TRAEs occurred in 30% of patients; the most commonly reported (&gt;5%) grade 3 or 4 TRAEs were fatigue (6%) and increased AST/ALT (5%). Two fatal TRAEs due to pneumonitis and cardiac failure were reported (<xref ref-type="bibr" rid="B51">51</xref>).</p>
<p>It has been also presented a preliminary analysis examining co-mutations with KRAS G12C. Patients who had KRAS G12C and STK11 co-mutations experienced an ORR of 64%, without apparent trends with KEAP1 or TP53, although the number of samples was small. Moreover, preclinical data and early phase studies indicate that adagrasib can penetrate the brain and cerebrospinal fluid (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B51">51</xref>&#x2013;<xref ref-type="bibr" rid="B53">53</xref>), although more data are needed to determine the brain activity of adagrasib.</p>
<p>A phase III trial (KRYSTAL-12) of adagrasib versus docetaxel for pretreated patients with KRASG12C-mutated NSCLC (NCT04685135) is ongoing and several combination strategies with adagrasib is under development (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>(Similarities and differences among sotorasib and adagrasib (direct KRAS G12C inhibitors) are summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Similarities and differences among sotorasib and adagrasib (direct KRAS G12C inhibitors).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Compound</th>
<th valign="top" align="center">Sotorasib (AMG 510)</th>
<th valign="top" align="center">Adagrasib (MRTX 849)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Mode of action and target</td>
<td valign="top" align="left">Covalent allosteric inhibitor KRAS G12C (OFF)</td>
<td valign="top" align="left">Covalent allosteric inhibitor KRAS G12C (OFF)</td>
</tr>
<tr>
<td valign="top" align="left">KRAS-GTP loading inhibition (IC<sub>50 value</sub>)</td>
<td valign="top" align="left">47.9 nM</td>
<td valign="top" align="left">89.9 nM</td>
</tr>
<tr>
<td valign="top" align="left">RP2D</td>
<td valign="top" align="left">960mg QD</td>
<td valign="top" align="left">600mg BID</td>
</tr>
<tr>
<td valign="top" align="left">Half-life</td>
<td valign="top" align="left">5.5 hours</td>
<td valign="top" align="left">24.7 hours</td>
</tr>
<tr>
<td valign="top" align="left">Study</td>
<td valign="top" align="left">Phase I/II study (CodeBreak 100; NCT03600883) in pretreated KRAS G12C mt solid tumors</td>
<td valign="top" align="left">Phase I/II study (KRYSTAL-1; NCT03785249) in pretreated KRAS G12C mt solid tumors</td>
</tr>
<tr>
<td valign="top" align="left">N</td>
<td valign="top" align="left">124 evaluable patients with advanced NSCLC KRAS G12C mt</td>
<td valign="top" align="left">51 evaluable patients</td>
</tr>
<tr>
<td valign="top" align="left">ORR</td>
<td valign="top" align="left">37.1%</td>
<td valign="top" align="left">45%</td>
</tr>
<tr>
<td valign="top" align="left">DCR</td>
<td valign="top" align="left">80.6%</td>
<td valign="top" align="left">96%</td>
</tr>
<tr>
<td valign="top" align="left">mPFS</td>
<td valign="top" align="left">6.8 months</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">mOS</td>
<td valign="top" align="left">12.5 months</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">Safety (TRAEs)</td>
<td valign="top" align="left">Any grade 69.8%</td>
<td valign="top" align="left">Any grade 85%</td>
</tr>
<tr>
<td valign="top" align="left">G3 19.8%.</td>
<td valign="top" align="left">G3-4 30%</td>
</tr>
<tr>
<td valign="top" align="left">Most common any grade TRAEs: Diarrhea (31.7%), nausea (19%) and ALT/AST increased (15.1%)</td>
<td valign="top" align="left">Most common G3-4 TRAEs: fatigue (6%) and AST/ALT (5%) increased.</td>
</tr>
<tr>
<td valign="top" align="left">Intracraneal activity</td>
<td valign="top" align="left">Patients with active brain metastases were ineligible</td>
<td valign="top" align="left">Adagrasib can penetrate the brain and cerebrospinal fluid (preclinical data) and has demonstrated antitumor activity against brain metastases (clinical data).</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Other direct KRASG12C (OFF) inhibitors are in the early stages of clinical development as monotherapy and in combination with other therapies, such as GDC-6036, D-1553 JAB-21822, JDQ443 or LY3537982 (NCT04449874, NCT04585035, NCT05009329, NCT04699188, NCT04956640), that will be investigated alone or in combination with other study treatments (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>On the other hand, LY3499446 and JNJ-74699157 (ARS 3248) were discontinued, the first one, due to safety issues.</p>
</sec>
<sec id="s3_1_2">
<label>3.1.2</label>
<title>Tri-Complex Inhibitors of KRAS G12C (ON)</title>
<p>Novel second generation KRAS G12C inhibitors are under development in preclinical models, that consist of tri-complex inhibitors of the oncogenic GTP-bound form of KRAS G12C (ON) that overcome RTK-mediated escape mechanisms and lead to tumor regressions. The covalent tri-complex inhibitor of KRAS G12C (ON) exhibit a preclinical profile that is superior to the leading KRAS G12C (OFF) inhibitors in clinical development (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B56">56</xref>). RMC-6291 is a first-in-class, potent, oral and selective tri-complex inhibitor of KRAS G12C (ON) and NRAS G12C (ON) that has demonstrated deep and sustained anti-tumor activity in preclinical lung and colorectal cancer models driven by a KRAS G12C mutation (<xref ref-type="bibr" rid="B57">57</xref>), and RMC-6236, another first-in-class, potent, oral RAS-selective tri-complex RAS<sup>MULTI</sup>(ON) inhibitor, which has demonstrated pronounced anti-tumor activity in preclinical models of human lung, colorectal and pancreatic cancers caused by multiple RAS variants including KRAS G12D and KRAS G12V and also in RAS-dependent wt tumors and RAS-mediated adaptive resistance tumors (<xref ref-type="bibr" rid="B13">13</xref>). Both drugs are pending of being tested in early phase trials.</p>
</sec>
<sec id="s3_1_3">
<label>3.1.3</label>
<title>Intrinsic/Acquired Resistance Mechanisms to Direct KRAS G12C Inhibitors</title>
<p>A better understanding of the mechanisms of resistance to direct KRAS G12C inhibitors is crucial to guide combination strategies and the development of new drugs to improve outcomes for patients with KRAS mt NSCLC.</p>
<p>As previously mentioned, an independence of KRAS signaling and an epithelial-mesenchymal phenotype could lead to an intrinsic resistance to therapy based on direct KRAS G12C inhibitors (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>A potential acquired resistance mechanism to direct KRAS G12C inhibitors is the reactivation following KRAS G12C inhibition driven by RTKs. The combination on RTKs inhibitors with direct KRAS G12C inhibitors as well as with Src homology phosphatase 2 (SHP2) inhibitors could reverse this reactivation (<xref ref-type="bibr" rid="B58">58</xref>&#x2013;<xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>A study of the possible mechanisms of acquired resistance to adagrasib from KRYSTAL-1 trial has recently been published. This study performed histologic and genomic analyses (NGS on tissue or ctDNA) developing a deep mutational scanning, and compared pretreatment samples of 38 patients (27 with NSCLC) who initially had stable disease for at least 12 weeks or an objective response to therapy followed by subsequent disease progression, with samples obtained after the development of resistance. 41% of patients had more than one concurrent potential resistance mechanism.</p>
<p>The most frequent on-target mechanisms to adagrasib included activating mutations in KRAS (G12D, G12V and G13D), Q61H), secondary KRAS mutations within the adagrasib-binding pocket (R68S, H95D/Q/R or Y96C) and high-level amplification of the KRAS G12C allele (<xref ref-type="bibr" rid="B62">62</xref>).</p>
<p>Recently, it has been suggested that the mechanisms of acquired resistance based on the presence of non-KRAS G12C mutations may be present at baseline, and selected by treatment with direct KRAS G12C inhibitors, becoming more prominent during the course of therapy, being potentially also involved in intrinsic resistance (<xref ref-type="bibr" rid="B63">63</xref>).</p>
<p>In relation to off-target mechanisms of resistance, the most frequent detected were MET amplification, activating mutations in NRAS, BRAF, MAP2K1, and RET; oncogenic fusions involving ALK, RET, BRAF, RAF1, and FGFR3; and inactivation mutations in NF1 and PTEN. Moreover, it was described histologic transformation to squamous-cell carcinoma in two patients with advanced NSCLC.</p>
<p>In addition, these authors also performed <italic>in vitro</italic> experimental studies to compare these acquired resistance mechanisms with adagrasib and sotorasib, and it was seen that while R68S and Y96C mutations conferred resistance to both drugs, H95D/Q/R mutations do not confer <italic>in vitro</italic> resistance to sotorasib, as seen in patients treated with adagrasib (<xref ref-type="bibr" rid="B62">62</xref>). <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Possibly mechanisms of resistance to KRAS inhibitors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-792635-g002.tif"/>
</fig>
<p>Other authors studied <italic>in vitro</italic> model exposed Ba/F3 cells transduced with KRAS G12C, derived resistant cell lines to sotorasib or adagrasib, searching for secondary KRAS mutations, and identified Y96D and Y96S as resistant mutations to both drugs; while G13D, R68M, A59S and A59T were highly resistant to sotorasib but remained sensitive to adagrasib, and Q99L was resistant to adagrasib but sensitive to sotorasib. According to the different resistance mutations and their patterns of sensitivity to the different KRAS inhibitors, these authors proposed a possible treatment sequencing strategy (<xref ref-type="bibr" rid="B64">64</xref>).</p>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Combination Strategies</title>
<p>It seems that resistance to direct KRAS G12C inhibitors could involve diverse mechanisms that will imply a great challenge for the development of new targeted therapies and drug combination strategies (<xref ref-type="bibr" rid="B62">62</xref>). <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Novel strategies targeting KRAS mt NSCLC. Created in <uri xlink:href="https://BioRender.com">BioRender.com</uri>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-792635-g003.tif"/>
</fig>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Combination of a KRASG12C Inhibitor With SHP2 Inhibitors</title>
<p>Src homology phosphatase 2 (SHP2) protein transduces signals from activated RTKs to downstream RAS pathways (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>). Recent studies have shown that SHP2 inhibition specifically suppresses the growth capacity of KRAS-mutant, but not wt NSCLC cells <italic>in vitro</italic>, which is promoted by TKI treatment (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B65">65</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>).</p>
<p>There are several SHP2 inhibitors in development. RMC-4630 has shown clinical activity with a DCR of 67% for all KRAS mutations, and 75% for KRAS G12C mutations (phase I NCT03989115) (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>). TNO155 is a selective, allosteric, oral inhibitor of SHP2 and is being studied in a phase I trial in advanced solid tumors after disease progression following standard therapy (NCT03114319, NCT04330664) (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>).</p>
<p>SPH2 inhibition increases KRAS-GDP occupancy what it could increase the effect of direct KRAS G12C (OFF) inhibitors. This also has been demonstrated in preclinical studies of adagrasib combined with SHP2 inhibition (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B66">66</xref>&#x2013;<xref ref-type="bibr" rid="B69">69</xref>). Based on this, several ongoing clinical studies with both sotorasib and adagrasib are evaluating the combination of a KRAS G12C (OFF) inhibitor and a SHP2 inhibitor (NCT04330664, NCT04699188, NCT04185883).</p>
<p>SOS1 decreases the affinity of RAS proteins for GDP and favors GTP binding, leading to RAS activation. BI-3406 is a potent and selective inhibitor of the SOS1-KRAS interaction that attenuates reactivation by MEK inhibitors and enhances the sensitivity of KRAS-dependent cancers to MEK inhibition in preclinical models. Consequently, the combination of this new drug with a MEK inhibitor could be a good option for future research on KRAS-driven cancers (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>Another inhibitor of the SOS1-KRAS interaction is BAY-293, which has demonstrated efficacy in KRAS-driven cancers in preclinical studies (<xref ref-type="bibr" rid="B71">71</xref>). BI-1701963 is a drug similar to BI-3406 that is being evaluated in a phase 1 trial in combination with a direct KRAS G12C inhibitor (OFF) (NCT04835714, NCT04975256) or trametinib (NCT04111458) in patients with advanced solid tumors with KRAS mutations.</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Combination KRAS Inhibition With RTKIs (Upstream Co-Inhibition)</title>
<p>The up-regulation activity of RTKs and, consequently, reactivation of RAS wt is an off-target mechanism of adaptive resistance to direct KRAS G12C (OFF) inhibitors. Therefore, vertical inhibition strategies are being developed to improve the clinical efficacy of KRAS G12C inhibitors (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B72">72</xref>).</p>
<p>The KRYSTAL-1 study will evaluate adagrasib in combination with afatinib (an EGFR/HER2 inhibitor) or cetuximab (an EGFR monoclonal antibody) among other combinations, and CodeBreak 101 (NCT04185883) also includes an arm combining sotorasib with afatinib and another with panitumumab (an EGFR monoclonal antibody).</p>
</sec>
<sec id="s3_2_3">
<label>3.2.3</label>
<title>Combination KRAS Inhibition With Downstream Co-Inhibition</title>
<p>The RAS-GTP complex activates several downstream signaling effectors, including the mitogen-activated protein kinase (MAP-K)/ERK and PI3K/AKT/mTORC1 pathways. Over the past decades, several attempts have been made to block these signaling pathways with disappointing results (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B73">73</xref>).</p>
<p>In contrast to the first generation of RAF inhibitors, which failed due to activation of the RAF/MEK/ERK pathway in BRAF-like tumor cells, pan-RAF inhibitors with a more effective RAS pathway blocking profile are being developed (<xref ref-type="bibr" rid="B74">74</xref>, <xref ref-type="bibr" rid="B75">75</xref>). Another potential strategy involves the combination of MEK inhibitors with direct KRAS G12C inhibitors (OFF) (NCT04185883). VS-6766 is a dual RAF/MEK inhibitor that blocks both the kinase activity of MEK and the ability of RAF to phosphorylate MEK (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>). The use of VS-6766 in combination with defactinib, an FAK inhibitor, is being investigated in patients with advanced KRAS mt solid tumors (NCT03875820).</p>
<p>The PI3K/AKT/mTORC1 pathway is not dependent on RAS alone for activation (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B72">72</xref>). In this setting, combination therapies including a direct KRAS G12C inhibitor and PI3K inhibitor could synergistically increase response (<xref ref-type="bibr" rid="B77">77</xref>).</p>
<p>Other therapeutic agents being studied in combination with direct KRAS (OFF) inhibitors include cyclin-dependent kinase 4/6 inhibitors (<xref ref-type="bibr" rid="B13">13</xref>).</p>
</sec>
<sec id="s3_2_4">
<label>3.2.4</label>
<title>KRAS G12C (OFF) Inhibitors in Combination With ICPI</title>
<p>Sotorasib in combination with antiPD-1 has demonstrated complete responses in immunocompetent mice with patient-derived xenografts, and induced in these mice, a durable immune response with increased TILS and antigen presenting cells, greater benefit than that obtained with each agent in monotherapy (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B43">43</xref>). On the other hand, adagrasib was shown to modulate factors involved in antigen presentation or an immunosuppressive tumor microenvironment in a panel of human xenograft models. Adagrasib was also shown in mice to decrease myeloid-derived immunosuppressive suppressor cells and increase M1-polarized macrophages, dendritic cells, and CD4+ and CD8+ T cells when administered as a single agent, whereas when administered in combination with anti-PD-1 therapy it leads to durable complete regressions through an immune-mediated antitumor response (<xref ref-type="bibr" rid="B78">78</xref>).</p>
<p>Early phase clinical trials are evaluating the combination of ICPI with the KRAS G12C inhibitor adagrasib or sotorasib (NCT03785249, NCT04185883, NCT03600883, NCT04613596) (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B77">77</xref>).</p>
<p>It represents an attractive strategy for those KRAS subgroups less likely to respond to anti-PD1 monotherapy, such as the STK11/KRAS co-mutated subgroup.</p>
<p>The use of combination regimens of IPCI with TKIs has resulted in excess toxicities without additional efficacy in metastatic NSCLC with actionable driver mutations such as EGFR or ALK (<xref ref-type="bibr" rid="B79">79</xref>). To date, no increase in grade 3 or higher toxicities, such as interstitial lung disease or liver toxicity, has been reported with sotorasib or adagrasib in phase I/II clinical trials (<xref ref-type="bibr" rid="B48">48</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>). However, the impact of KRAS G12C inhibitors on toxicities arising from prior ICPI use is not well understood and remains an important question, as most patients eligible for KRAS G12C inhibitors will have been previously exposed to ICPIs. Recently, a case of severe immune-related hepatitis likely triggered by sotorasib has been reported in a patient with KRAS G12C mt NSCLC who had been previously treated with antiPD-1 (<xref ref-type="bibr" rid="B80">80</xref>).</p>
</sec>
<sec id="s3_2_5">
<label>3.2.5</label>
<title>Other Strategies</title>
<p>KRAS-targeted degradation might be an important therapeutic approach to KRAS mt tumors regardless of KRAS subtype.</p>
<p>PROteolysis TArgeting Chimeras (PROTACs) or small molecule degrader technology are novel compounds design to induce targeted protein ubiquitination and proteasomal degradation by the cereblon E3 ligase complex (<xref ref-type="bibr" rid="B81">81</xref>). These bifunctional molecules simultaneously engage a target protein and an E3 ligase, forming a ternary complex, which allows the E3 ligase to ubiquitinate the target protein at proximal lysine residues that is recognized and degraded by the 26S proteasome (<xref ref-type="bibr" rid="B82">82</xref>). Initially, PROTACs targeting KRAS G12C did not degrade endogenous KRAS (<xref ref-type="bibr" rid="B83">83</xref>). However, the emergence of covalent inhibitors to target KRAS has enabled the development of PROTACs capable of inducing endogenous KRASG12C degradation in cancer cells, such as LC-2 that couples the covalent KRASG12C inhibitor adagrasib to the von Hippel&#x2013;Lindau (VHL) ligand (<xref ref-type="bibr" rid="B82">82</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Vaccines and Adoptive Cell Therapy</title>
<p>KRAS mutations are cancer-specific and do not exist in normal tissues (<xref ref-type="bibr" rid="B84">84</xref>), constituting mostly driver mutations that are ideal vaccine and ACT targets due to their clonal nature. More than 20 years ago it was shown that KRAS mt protein peptides were immunogenic, could be presented by the major histocompatibility complex (MHC) and undergo antigen recognition by T-cell receptors (TCRs) (<xref ref-type="bibr" rid="B85">85</xref>, <xref ref-type="bibr" rid="B86">86</xref>).</p>
<sec id="s4_1">
<label>4.1</label>
<title>Cancer Vaccines</title>
<p>Several KRAS vaccines are being evaluated in early phase clinical trials, alone or in combination with antiPD-1 therapy.</p>
<p>V941 is an mRNA-based cancer vaccine formulated with lipid nanoparticles that targets four of the most prevalent KRAS mutations (G12D, G12V, G13D and G12C). V941 induces cytotoxic T lymphocyte (CTL)- and memory T cell-dependent immune responses that specifically target and destroy tumor cells harboring these specific KRAS mutations (<xref ref-type="bibr" rid="B58">58</xref>). It is being evaluated in an ongoing Phase I study (NCT03948763) in patients with advanced or metastatic NSCLC, colorectal or pancreatic adenocarcinoma, alone or in combination with pembrolizumab. In part 2 of the study, patients with HLA-A*1101 and/or HLA-C*0802, most likely to respond to pembrolizumab, will be selected.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Adoptive Cell Therapy (ACT) and Bispecific T-cell Engager (BiTE)</title>
<p>ACT involves the use of tumor-reactive T cells expanded ex vivo and administered to a recipient after having undergone preparative lymphodepletion. It is based on the use of genetically modified T cells driven to the cancer cells through the introduction of a synthetic T Cell Receptor (TCR) or a Chimeric Antigen Receptor (CAR) (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B88">88</xref>).</p>
<p>Tran et&#xa0;al. identified for the first-time polyclonal reactivity of CD8+ TILs against KRAS G12D in TILs from a patient with colorectal carcinoma carrying the G12D mutation and HLA- C*08:02, after infusion of expanded TILs, which achieved objective tumor regression in multiple pulmonary metastases (<xref ref-type="bibr" rid="B89">89</xref>).</p>
<p>The use of cloned TCR technology might be more appropriate for direct targeting of KRAS mt antigens, as they are present on the inner leaflet of the cell membrane. Multiple cloned TCRs that recognize specific KRAS subtypes are being developed. Autologous T cells transduced with murine KRAS G12D-specific TCR and KRAS G12V-specific TCR for HLA-A*11:01 in patients with advanced solid tumors are currently being evaluated in phase I/II clinical trials (NCT03745326, NCT03190941 respectively).</p>
<p>Among the limitations of engineered TCR are the restriction of this treatment to patients with a specific HLA subtype and, on the other hand the potential mechanisms of resistance such as loss of antigen, HLA or interferon gamma signaling (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>Both CAR-T and BiTE are HLA-independent therapies that could overcome the limitations of engineered TCRs related to patient selection based on specific HLA subtype, as well as the mechanism of resistance secondary to HLA loss. However, the intracellular nature of KRAS makes direct antigen binding difficult. Specific driver mutations in NSCLC may be associated with high levels of expression of multiple tumor surface antigens potentially amenable to targeting CAR-T and BiTE strategies (<xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>KRAS mt NSCLC has previously been associated with increased mesothelin expression and an indirect approach is the development of CAR-Ts directed against mesothelin (<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>).</p>
<p>The need to perform leukopheresis and lymphodepletion, which involves hospitalization, the high complexity of the manufacturing components, as well as the potential serious side effects arising from this therapy such as cytokine release syndrome (CRS), immune effector cell-associated neurotoxicity syndrome (ICANS) or infections secondary to prolonged aplasia are the powerful challenges posed by these therapies (<xref ref-type="bibr" rid="B90">90</xref>).</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Conclusions</title>
<p>Despite multiple efforts to develop therapies directed against RAS or its signaling pathways, the fact is that, to date, first-line treatment in advanced mt KRAS NSCLC does not differ from NSCLC without actionable driver genomic alterations. Recent advances in the understanding of the structure of mutant KRAS have led to the development of new allele-specific inhibitors that have shown promising efficacy in pretreated advanced KRAS mt G12C NSCLC patients in phase I/II clinical trials.</p>
<p>These direct KRAS G12C inhibitors alone or in combination with therapies that target RAS-activating or RAS effector pathways as well as ICPI are being evaluated in phase III and phase I/II clinical trials respectively, with the aim of providing better outcomes.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author Contributions</title>
<p>Construction of review was performed by ECF and PG.&#xa0;Review was performed by MOG, AGR and YL. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>PG declares personal financial interests as advisor for AbbVie, AstraZeneca, Blueprint Medicines, Boehringer Ingelheim, Bristol, Gilead, Guardant Health, Janssen, Lilly, MSD, Novartis, Pfizer, Roche, Rovi, Sysmex and Takeda.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herbst</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Morgensztern</surname> <given-names>D</given-names>
</name>
<name>
<surname>Boshoff</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>The Biology and Management of Non-Small Cell Lung Cancer</article-title>. <source>Nature</source> (<year>2018</year>) <volume>553</volume>(<issue>7689</issue>):<page-range>446&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature25183</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zou</surname> <given-names>W</given-names>
</name>
<name>
<surname>Wolchok</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>PD-L1 (B7-H1) and PD-1 Pathway Blockade for Cancer Therapy: Mechanisms, Response Biomarkers, and Combinations</article-title>. <source>Sci Transl Med</source> (<year>2016</year>) <volume>8</volume>(<issue>328</issue>):<fpage>328rv4</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/scitranslmed.aad7118</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sung</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ferlay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Laversanne</surname> <given-names>M</given-names>
</name>
<name>
<surname>Soerjomataram</surname> <given-names>I</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries</article-title>. <source>CA Cancer J Clin</source> (<year>2021</year>) <volume>71</volume>(<issue>3</issue>):<page-range>209&#x2013;49</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3322/caac.21660</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Friedlaender</surname> <given-names>A</given-names>
</name>
<name>
<surname>Drilon</surname> <given-names>A</given-names>
</name>
<name>
<surname>Weiss</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Banna</surname> <given-names>GL</given-names>
</name>
<name>
<surname>Addeo</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>KRAS as a Druggable Target in NSCLC: Rising Like a Phoenix After Decades of Development Failures</article-title>. <source>Cancer Treat Rev</source> (<year>2020</year>) <volume>85</volume>:<elocation-id>101978</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctrv.2020.101978</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cox</surname> <given-names>AD</given-names>
</name>
<name>
<surname>Fesik</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Kimmelman</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Der</surname> <given-names>CJ</given-names>
</name>
</person-group>. <article-title>Drugging the Undruggable RAS: Mission Possible</article-title>? <source>Nat Rev Drug Discovery</source> (<year>2014</year>) <volume>13</volume>(<issue>11</issue>):<page-range>828&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrd4389</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Downward</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Targeting RAS Signalling Pathways in Cancer Therapy</article-title>. <source>Nat Rev Cancer</source> (<year>2003</year>) <volume>3</volume>(<issue>1</issue>):<fpage>11</fpage>&#x2013;<lpage>22</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc969</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>WC</given-names>
</name>
<name>
<surname>To</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Westcott</surname> <given-names>PMK</given-names>
</name>
<name>
<surname>Delrosario</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>IJ</given-names>
</name>
<name>
<surname>Philips</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting KRAS4A Splicing Through the RBM39/DCAF15 Pathway Inhibits Cancer Stem Cells</article-title>. <source>Nat Commun</source> (<year>2021</year>) <volume>12</volume>(<issue>1</issue>):<fpage>4288</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-021-24498-7</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moore</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Rosenberg</surname> <given-names>SC</given-names>
</name>
<name>
<surname>McCormick</surname> <given-names>F</given-names>
</name>
<name>
<surname>Malek</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>RAS-Targeted Therapies: Is the Undruggable Drugged</article-title>? <source>Nat Rev Drug Discovery</source> (<year>2020</year>) <volume>19</volume>(<issue>8</issue>):<page-range>533&#x2013;52</page-range>.</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garrido</surname> <given-names>P</given-names>
</name>
<name>
<surname>Olmedo</surname> <given-names>ME</given-names>
</name>
<name>
<surname>G&#xf3;mez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Paz Ares</surname> <given-names>L</given-names>
</name>
<name>
<surname>L&#xf3;pez-R&#xed;os</surname> <given-names>F</given-names>
</name>
<name>
<surname>Rosa-Rosa</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Treating KRAS-Mutant NSCLC: Latest Evidence and Clinical Consequences</article-title>. <source>Ther Adv Med Oncol</source> (<year>2017</year>) <volume>9</volume>(<issue>9</issue>):<page-range>589&#x2013;97</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/1758834017719829</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adderley</surname> <given-names>H</given-names>
</name>
<name>
<surname>Blackhall</surname> <given-names>FH</given-names>
</name>
<name>
<surname>Lindsay</surname> <given-names>CR</given-names>
</name>
</person-group>. <article-title>KRAS-Mutant Non-Small Cell Lung Cancer: Converging Small Molecules and Immune Checkpoint Inhibition</article-title>. <source>EBioMedicine</source> (<year>2019</year>) <volume>41</volume>:<page-range>711&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2019.02.049</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reck</surname> <given-names>M</given-names>
</name>
<name>
<surname>Carbone</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Garassino</surname> <given-names>M</given-names>
</name>
<name>
<surname>Barlesi</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Targeting KRAS in Non-Small-Cell Lung Cancer: Recent Progress and New Approaches</article-title>. <source>Ann Oncol</source> (<year>2021</year>) <volume>32</volume>(<issue>9</issue>):<page-range>1101&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.annonc.2021.06.001</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jamal-Hanjani</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>GA</given-names>
</name>
<name>
<surname>McGranahan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Birkbak</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Watkins</surname> <given-names>TBK</given-names>
</name>
<name>
<surname>Veeriah</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>TRACERx Consortium. Tracking the Evolution of Non-Small-Cell Lung Cancer</article-title>. <source>N Engl J Med</source> (<year>2017</year>) <volume>376</volume>(<issue>22</issue>):<page-range>2109&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa1616288</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lindsay</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Garassino</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Nadal</surname> <given-names>E</given-names>
</name>
<name>
<surname>&#xd6;hrling</surname> <given-names>K</given-names>
</name>
<name>
<surname>Scheffler</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mazi&#xe8;res</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>On Target: Rational Approaches to KRAS Inhibition for Treatment of Non-Small Cell Lung Carcinoma</article-title>. <source>Lung Cancer</source> (<year>2021</year>) <volume>160</volume>:<page-range>152&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lungcan.2021.07.005</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goulding</surname> <given-names>RE</given-names>
</name>
<name>
<surname>Chenoweth</surname> <given-names>M</given-names>
</name>
<name>
<surname>Carter</surname> <given-names>GC</given-names>
</name>
<name>
<surname>Boye</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Sheffield</surname> <given-names>KM</given-names>
</name>
<name>
<surname>John</surname> <given-names>WJ</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS Mutation as a Prognostic Factor and Predictive Factor in Advanced/Metastatic Non-Small Cell Lung Cancer: A Systematic Literature Review and Meta-Analysis</article-title>. <source>Cancer Treat Res Commun</source> (<year>2020</year>) <volume>24</volume>:<elocation-id>100200</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctarc.2020.100200</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ihle</surname> <given-names>NT</given-names>
</name>
<name>
<surname>Byers</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Saintigny</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Blumenschein</surname> <given-names>GR</given-names>
</name>
<etal/>
</person-group>. <article-title>Effect of KRAS Oncogene Substitutions on Protein Behavior: Implications for Signaling and Clinical Outcome</article-title>. <source>J Natl Cancer Inst</source> (<year>2012</year>) <volume>104</volume>(<issue>3</issue>):<page-range>228&#x2013;39</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jnci/djr523</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Renaud</surname> <given-names>S</given-names>
</name>
<name>
<surname>Seitlinger</surname> <given-names>J</given-names>
</name>
<name>
<surname>Falcoz</surname> <given-names>PE</given-names>
</name>
<name>
<surname>Schaeffer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Voegeli</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Legrain</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Specific KRAS Amino Acid Substitutions and EGFR Mutations Predict Site-Specific Recurrence and Metastasis Following Non-Small-Cell Lung Cancer Surgery</article-title>. <source>Br J Cancer</source> (<year>2016</year>) <volume>115</volume>(<issue>3</issue>):<page-range>346&#x2013;53</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/bjc.2016.182</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adachi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ito</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hayashi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Kimura</surname> <given-names>R</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>TZ</given-names>
</name>
<name>
<surname>Yamaguchi</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Epithelial-To-Mesenchymal Transition Is a Cause of Both Intrinsic and Acquired Resistance to KRAS G12C Inhibitor in KRAS G12C-Mutant Non-Small Cell Lung Cancer</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>22</issue>):<page-range>5962&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-20-2077</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rom&#xe1;n</surname> <given-names>M</given-names>
</name>
<name>
<surname>Baraibar</surname> <given-names>I</given-names>
</name>
<name>
<surname>L&#xf3;pez</surname> <given-names>I</given-names>
</name>
<name>
<surname>Nadal</surname> <given-names>E</given-names>
</name>
<name>
<surname>Rolfo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Vicent</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS Oncogene in Non-Small Cell Lung Cancer: Clinical Perspectives on the Treatment of an Old Target</article-title>. <source>Mol Cancer</source> (<year>2018</year>) <volume>17</volume>(<issue>1</issue>):<fpage>33</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12943-018-0789-x</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Singh</surname> <given-names>A</given-names>
</name>
<name>
<surname>Greninger</surname> <given-names>P</given-names>
</name>
<name>
<surname>Rhodes</surname> <given-names>D</given-names>
</name>
<name>
<surname>Koopman</surname> <given-names>L</given-names>
</name>
<name>
<surname>Violette</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bardeesy</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>A Gene Expression Signature Associated With &#x201c;K-Ras Addiction&#x201d; Reveals Regulators of EMT and Tumor Cell Survival</article-title>. <source>Cancer Cell</source> (<year>2009</year>) <volume>15</volume>(<issue>6</issue>):<fpage>489</fpage>&#x2013;<lpage>500</lpage>.</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kharbanda</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rajabi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>C</given-names>
</name>
<name>
<surname>Alam</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>KK</given-names>
</name>
<name>
<surname>Kufe</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>MUC1-C Confers EMT and KRAS Independence in Mutant KRAS Lung Cancer Cells</article-title>. <source>Oncotarget</source> (<year>2014</year>) <volume>5</volume>(<issue>19</issue>):<page-range>8893&#x2013;905</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18632/oncotarget.2360</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kitai</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ebi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Tomida</surname> <given-names>S</given-names>
</name>
<name>
<surname>Floros</surname> <given-names>KV</given-names>
</name>
<name>
<surname>Floros</surname> <given-names>KV</given-names>
</name>
<name>
<surname>Kotani</surname> <given-names>H</given-names>
</name>
<name>
<surname>Adachi</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Epithelial-To-Mesenchymal Transition Defines Feedback Activation of Receptor Tyrosine Kinase Signaling Induced by MEK Inhibition in KRAS-Mutant Lung Cancer</article-title>. <source>Cancer Discov</source> (<year>2016</year>) <volume>6</volume>(<issue>7</issue>):<page-range>754&#x2013;69</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-15-1377</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>SQ</given-names>
</name>
<name>
<surname>Schmid</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>RW</given-names>
</name>
</person-group>. <article-title>New Horizons in KRAS-Mutant Lung Cancer: Dawn After Darkness</article-title>. <source>Front Oncol</source> (<year>2019</year>) <volume>9</volume>:<elocation-id>953</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2019.00953</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferrer</surname> <given-names>I</given-names>
</name>
<name>
<surname>Zugazagoitia</surname> <given-names>J</given-names>
</name>
<name>
<surname>Herbertz</surname> <given-names>S</given-names>
</name>
<name>
<surname>John</surname> <given-names>W</given-names>
</name>
<name>
<surname>Paz-Ares</surname> <given-names>L</given-names>
</name>
<name>
<surname>Schmid-Bindert</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>KRAS-Mutant Non-Small Cell Lung Cancer: From Biology to Therapy</article-title>. <source>Lung Cancer</source> (<year>2018</year>) <volume>124</volume>:<fpage>53</fpage>&#x2013;<lpage>64</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lungcan.2018.07.013</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arbour</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Jordan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>HR</given-names>
</name>
<name>
<surname>Dienstag</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Sanchez-Vega</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Effects of Co-Occurring Genomic Alterations on Outcomes in Patients With KRAS-Mutant Non-Small Cell Lung Cancer</article-title>. <source>Clin Cancer Res</source> (<year>2018</year>) <volume>24</volume>(<issue>2</issue>):<page-range>334&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-17-1841</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scheffler</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ihle</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Hein</surname> <given-names>R</given-names>
</name>
<name>
<surname>Merkelbach-Bruse</surname> <given-names>S</given-names>
</name>
<name>
<surname>Merkelbach-Bruse</surname> <given-names>S</given-names>
</name>
<name>
<surname>Scheel</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Siemanowski</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>K-Ras Mutation Subtypes in NSCLC and Associated Co-Occuring Mutations in Other Oncogenic Pathways</article-title>. <source>J Thorac Oncol</source> (<year>2019</year>) <volume>14</volume>(<issue>4</issue>):<page-range>606&#x2013;16</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtho.2018.12.013</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Skoulidis</surname> <given-names>F</given-names>
</name>
<name>
<surname>Byers</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Diao</surname> <given-names>L</given-names>
</name>
<name>
<surname>Papadimitrakopoulou</surname> <given-names>VA</given-names>
</name>
<name>
<surname>Tong</surname> <given-names>P</given-names>
</name>
<name>
<surname>Izzo</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Co-Occurring Genomic Alterations Define Major Subsets of KRAS-Mutant Lung Adenocarcinoma With Distinct Biology, Immune Profiles, and Therapeutic Vulnerabilities</article-title>. <source>Cancer Discovery</source> (<year>2015</year>) <volume>5</volume>(<issue>8</issue>):<page-range>860&#x2013;77</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-14-1236</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>T</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>KRAS/LKB1 and KRAS/TP53 Co-Mutations Create Divergent Immune Signatures in Lung Adenocarcinomas</article-title>. <source>Ther Adv Med Oncol</source> (<year>2021</year>) <volume>13</volume>:<elocation-id>17588359211006950</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/17588359211006950</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Skoulidis</surname> <given-names>F</given-names>
</name>
<name>
<surname>Goldberg</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Greenawalt</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Hellmann</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Awad</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Gainor</surname> <given-names>JF</given-names>
</name>
<etal/>
</person-group>. <article-title>STK11/LKB1Mutations and PD-1 Inhibitor Resistance in KRAS-Mutant Lung Adenocarcinoma</article-title>. <source>Cancer Discov</source> (<year>2018</year>) <volume>8</volume>(<issue>7</issue>):<page-range>822&#x2013;35</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-18-0099</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>ZY</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>WZ</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>XC</given-names>
</name>
<etal/>
</person-group>. <article-title>Potential Predictive Value of TP53 and KRAS Mutation Status for Response to PD-1 Blockade Immunotherapy in Lung Adenocarcinoma</article-title>. <source>Clin Cancer Res</source> (<year>2017</year>) <volume>23</volume>(<issue>12</issue>):<page-range>3012&#x2013;24</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-16-2554</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zang</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>The Superior Efficacy of Anti-PD-1/PD-L1 Immunotherapy in KRAS-Mutant Non-Small Cell Lung Cancer That Correlates With an Inflammatory Phenotype and Increased Immunogenicity</article-title>. <source>Cancer Lett</source> (<year>2020</year>) <volume>470</volume>:<fpage>95</fpage>&#x2013;<lpage>105</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.canlet.2019.10.027</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kartolo</surname> <given-names>A</given-names>
</name>
<name>
<surname>Feilotter</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hopman</surname> <given-names>W</given-names>
</name>
<name>
<surname>Fung</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Robinson</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>A Single Institution Study Evaluating Outcomes of PD-L1 High KRAS-Mutant Advanced Non-Small Cell Lung Cancer (NSCLC) Patients Treated With First Line Immune Checkpoint Inhibitors</article-title>. <source>Cancer Treat Res Commun</source> (<year>2021</year>) <volume>27</volume>:<elocation-id>100330</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctarc.2021.100330</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Herbst</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Lopes</surname> <given-names>G</given-names>
</name>
<name>
<surname>Kowalski</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Kasahara</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>De Castro</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>LBA4 Association of KRAS Mutational Status With Response to Pembrolizumab Monotherapy Given as First-Line Therapy for PD-L1-Positive Advanced Non-Squamous NSCLC in Keynote-042</article-title>. <source>Ann Oncol</source> (<year>2019</year>) <volume>30</volume>:<page-range>xi63&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1093/annonc/mdz453.001</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>L</given-names>
</name>
<name>
<surname>Hsu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cohen</surname> <given-names>RB</given-names>
</name>
<name>
<surname>Langer</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Mamtani</surname> <given-names>R</given-names>
</name>
<name>
<surname>Aggarwal</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Association Between KRAS Variant Status and Outcomes With First-Line Immune Checkpoint Inhibitor-Based Therapy in Patients With Advanced Non-Small-Cell Lung Cancer</article-title>. <source>JAMA Oncol</source> (<year>2021</year>) <volume>7</volume>(<issue>6</issue>):<page-range>937&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1001/jamaoncol.2021.0546</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gadgeel</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rodriguez-Abreu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Felip</surname> <given-names>E</given-names>
</name>
<name>
<surname>Esteban</surname> <given-names>E</given-names>
</name>
<name>
<surname>Speranza</surname> <given-names>G</given-names>
</name>
<name>
<surname>Reck</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS Mutational Status and Efficacy in KEYNOTE-189: Pembrolizumab (Pembro) Plus Chemotherapy (Chemo) vs Placebo Plus Chemo as First-Line Therapy for Metastatic Non-Squamous NSCLC</article-title>. <source>Ann Oncol</source> (<year>2019</year>) <volume>30</volume>(<supplement>Suppl 11</supplement>):<fpage>xi64 </fpage>&#x2013;<lpage> xi65</lpage>. doi: <pub-id pub-id-type="doi">10.1093/annonc/mdz453.002</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lindeman</surname> <given-names>NI</given-names>
</name>
<name>
<surname>Cagle</surname> <given-names>PT</given-names>
</name>
<name>
<surname>Aisner</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Arcila</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Beasley</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Bernicker</surname> <given-names>EH</given-names>
</name>
<etal/>
</person-group>. <article-title>Updated Molecular Testing Guideline for the Selection of Lung Cancer Patients for Treatment With Targeted Tyrosine Kinase Inhibitors: Guideline From the College of American Pathologists, the International Association for the Study of Lung Cancer, and the Association for Molecular Pathology</article-title>. <source>J&#xa0;Thorac Oncol</source> (<year>2018</year>) <volume>13</volume>(<issue>3</issue>):<page-range>323&#x2013;58</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtho.2017.12.001</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Timar</surname> <given-names>J</given-names>
</name>
<name>
<surname>Kashofer</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Molecular Epidemiology and Diagnostics of KRAS Mutations in Human Cancer</article-title>. <source>Cancer Metastasis Rev</source> (<year>2020</year>) <volume>39</volume>(<issue>4</issue>):<page-range>1029&#x2013;38</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10555-020-09915-5</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nacchio</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sgariglia</surname> <given-names>R</given-names>
</name>
<name>
<surname>Gristina</surname> <given-names>V</given-names>
</name>
<name>
<surname>Pisapia</surname> <given-names>P</given-names>
</name>
<name>
<surname>Pepe</surname> <given-names>F</given-names>
</name>
<name>
<surname>De Luca</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS Mutations Testing in Non-Small Cell Lung Cancer: The Role of Liquid Biopsy in the Basal Setting</article-title>. <source>J Thorac Dis</source> (<year>2020</year>) <volume>12</volume>(<issue>7</issue>):<page-range>3836&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21037/jtd.2020.01.19</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pisapia</surname> <given-names>P</given-names>
</name>
<name>
<surname>Malapelle</surname> <given-names>U</given-names>
</name>
<name>
<surname>Troncone</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Liquid Biopsy and Lung Cancer</article-title>. <source>Acta Cytol</source> (<year>2019</year>) <volume>63</volume>(<issue>6</issue>):<page-range>489&#x2013;96</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1159/000492710</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chan</surname> <given-names>HT</given-names>
</name>
<name>
<surname>Chin</surname> <given-names>YM</given-names>
</name>
<name>
<surname>Nakamura</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Low</surname> <given-names>SK</given-names>
</name>
</person-group>. <article-title>Clonal Hematopoiesis in Liquid Biopsy: From Biological Noise to Valuable Clinical Implications</article-title>. <source>Cancers (Basel)</source> (<year>2020</year>) <volume>12</volume>(<issue>8</issue>):<fpage>2277</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers12082277</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Torralvo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Friedlaender</surname> <given-names>A</given-names>
</name>
<name>
<surname>Achard</surname> <given-names>V</given-names>
</name>
<name>
<surname>Addeo</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>The Activity of Immune Checkpoint Inhibition in KRAS Mutated Non-Small Cell Lung Cancer: A Single Centre Experience</article-title>. <source>Cancer Genomics Proteomics</source> (<year>2019</year>) <volume>16</volume>(<issue>6</issue>):<page-range>577&#x2013;82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.21873/cgp.20160</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>HS</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>BJ</given-names>
</name>
</person-group>. <article-title>Prognostic Value of KRAS Mutation in Advanced Non-Small-Cell Lung Cancer Treated With Immune Checkpoint Inhibitors: A Meta-Analysis and Review</article-title>. <source>Oncotarget</source> (<year>2017</year>) <volume>8</volume>(<issue>29</issue>):<page-range>48248&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18632/oncotarget.17594</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Man</surname> <given-names>J</given-names>
</name>
<name>
<surname>Lord</surname> <given-names>S</given-names>
</name>
<name>
<surname>Cooper</surname> <given-names>W</given-names>
</name>
<name>
<surname>Links</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gebski</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Clinical and Molecular Characteristics Associated With Survival Among Patients Treated With Checkpoint Inhibitors for Advanced Non-Small Cell Lung Carcinoma: A Systematic Review and Meta-Analysis</article-title>. <source>JAMA Oncol</source> (<year>2018</year>) <volume>4</volume>(<issue>2</issue>):<page-range>210&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamaoncol.2017.4427</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Canon</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rex</surname> <given-names>K</given-names>
</name>
<name>
<surname>Saiki</surname> <given-names>AY</given-names>
</name>
<name>
<surname>Mohr</surname> <given-names>C</given-names>
</name>
<name>
<surname>Cooke</surname> <given-names>K</given-names>
</name>
<name>
<surname>Bagal</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>The Clinical KRAS(G12C) Inhibitor AMG 510 Drives Anti-Tumour Immunity</article-title>. <source>Nature</source> (<year>2019</year>) <volume>575</volume>(<issue>7781</issue>):<page-range>217&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-019-1694-1</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Janes</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>LS</given-names>
</name>
<name>
<surname>Hansen</surname> <given-names>R</given-names>
</name>
<name>
<surname>Peters</surname> <given-names>U</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting KRAS Mutant Cancers With a Covalent G12C-Specific Inhibitor</article-title>. <source>Cell</source> (<year>2018</year>) <volume>172</volume>(<issue>3</issue>):<fpage>578</fpage>&#x2013;<lpage>589.e17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2018.01.006</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ostrem</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Peters</surname> <given-names>U</given-names>
</name>
<name>
<surname>Sos</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Wells</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Shokat</surname> <given-names>KM</given-names>
</name>
</person-group>. <article-title>K-Ras(G12C) Inhibitors Allosterically Control GTP Affinity and Effector Interactions</article-title>. <source>Nature</source> (<year>2013</year>) <volume>503</volume>(<issue>7477</issue>):<page-range>548&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature12796</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ostrem</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Shokat</surname> <given-names>KM</given-names>
</name>
</person-group>. <article-title>Direct Small-Molecule Inhibitors of KRAS: From Structural Insights to Mechanism-Based Design</article-title>. <source>Nat Rev Drug Discovery</source> (<year>2016</year>) <volume>15</volume>(<issue>11</issue>):<page-range>771&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrd.2016.139</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hong</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Fakih</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Strickler</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Desai</surname> <given-names>J</given-names>
</name>
<name>
<surname>Durm</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Shapiro</surname> <given-names>GI</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS<sup>G12C</sup> Inhibition With Sotorasib in Advanced Solid Tumors</article-title>. <source>N Engl J Med</source> (<year>2020</year>) <volume>383</volume>(<issue>13</issue>):<page-range>1207&#x2013;17</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa1917239</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>B</given-names>
</name>
<name>
<surname>Skoulidis</surname> <given-names>F</given-names>
</name>
<name>
<surname>Falchook</surname> <given-names>G</given-names>
</name>
<name>
<surname>Sacher</surname> <given-names>A</given-names>
</name>
<name>
<surname>Velcheti</surname> <given-names>V</given-names>
</name>
<name>
<surname>Dy</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>PS01.07 Registrational Phase 2 Trial of Sotorasib in KRAS P.G12C Mutant NSCLC: First Disclosure of the Codebreak 100 Primary Analysis</article-title>. <source>J Thorac Oncol</source> (<year>2021</year>) <volume>16</volume>:<fpage>S61</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jtho.2021.01.321</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Skoulidis</surname> <given-names>F</given-names>
</name>
<name>
<surname>Li</surname> <given-names>BT</given-names>
</name>
<name>
<surname>Dy</surname> <given-names>GK</given-names>
</name>
<name>
<surname>Price</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Falchook</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Wolf</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Sotorasib for Lung Cancers With KRAS P</article-title>. <source>G12C Mutation N Engl J Med</source> (<year>2021</year>) <volume>384</volume>(<issue>25</issue>):<page-range>2371&#x2013;81</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2103695</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>US Food and Drug Administration</collab>
</person-group>. <source>FDA Approves First Targeted Therapy for Lung Cancer Mutation Previously Considered Resistant to Drug Therapy</source> (<year>2021</year>). Available at: <uri xlink:href="https://www.fda.gov/news-events/press-announcements/fda-approves-first-targeted-therapy-lung-cancer-mutation-previously-considered-resistant-drug">https://www.fda.gov/news-events/press-announcements/fda-approves-first-targeted-therapy-lung-cancer-mutation-previously-considered-resistant-drug</uri> (Accessed <access-date>08 June 2021</access-date>).</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riely</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Ignatius Ou</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Rybkin</surname> <given-names>II</given-names>
</name>
<name>
<surname>Spira</surname> <given-names>A</given-names>
</name>
<name>
<surname>Papadopulos</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sabari</surname> <given-names>JK</given-names>
</name>
<etal/>
</person-group>. (2021). <article-title>99O_PR KRYSTAL-1: Activity and Preliminary Pharmacodynamic (PD) Analysis of Adagrasib (MRTX849) in Patients (Pts) With Advanced Non&#x2013;Small Cell Lung Cancer (NSCLC) Harboring KRASG12C Mutation</article-title>. <source>J Thorac Oncol</source> (<year>2021</year>) <volume>16</volume>(<issue>4</issue>):<page-range>S751&#x2013;2</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S1556-0864(21)01941-9</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Janne</surname> <given-names>PA</given-names>
</name>
</person-group>. <article-title>KRYSTAL-1: Updated Safety and Efficacy Data With Adagrasib (MRTX849) in NSCLC With KRASG12C Mutation From a Phase I/II Study</article-title>. In: <source>Paper Presented at the 30th EORTC-NCI-AACR Virtual Symposium</source> (<year>2020</year>).</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hallin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Engstrom</surname> <given-names>LD</given-names>
</name>
<name>
<surname>Hargis</surname> <given-names>L</given-names>
</name>
<name>
<surname>Calinisan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Aranda</surname> <given-names>R</given-names>
</name>
<name>
<surname>Briere</surname> <given-names>DM</given-names>
</name>
<etal/>
</person-group>. <article-title>The KRAS<sup>G12C</sup> Inhibitor MRTX849 Provides Insight Toward Therapeutic Susceptibility of KRAS-Mutant Cancers in Mouse Models and Patients</article-title>. <source>Cancer Discovery</source> (<year>2020</year>) <volume>10</volume>(<issue>1</issue>):<fpage>54</fpage>&#x2013;<lpage>71</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-19-1167</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Weng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>E</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Tao</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. (2021). <article-title>Abstract 932: Discovery of D-1553, A Novel and Selective KRas-G12C Inhibitor With Potent Anti-Tumor Activity in a Broad Spectrum of Tumor Cell Lines and Xenograft Models</article-title>. <source>Exp Mol Ther</source> (<year>2021</year>) <volume>81</volume>(<supplement>13 Supplement</supplement>):<page-range>932</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1538-7445.AM2021-932</pub-id>.</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Peng</surname> <given-names>S-B</given-names>
</name>
<name>
<surname>Si</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Preclinical Characterization of LY3537982, a Novel, Highly Selective and Potent KRAS-G12C Inhibitor</article-title>, in: (<year>2021</year>). <publisher-loc>Philadelphia (PA</publisher-loc>: <publisher-name>AACR</publisher-name> (Accessed <access-date>2021 Apr 10-15 and May 17-21</access-date>).</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schulze</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Bermingham</surname> <given-names>A</given-names>
</name>
<name>
<surname>Choy</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Cregg</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Kiss</surname> <given-names>G</given-names>
</name>
<name>
<surname>Marquez</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Tri-Complex Inhibitors of the Oncogenic, GTP-Bound Form of KRASG12C Overcome RTK-Mediated Escape Mechanisms and Drive Tumor Regressions <italic>In Vivo</italic>
</article-title>. <source>Mol Cancer Ther</source> (<year>2019</year>) <volume>18</volume>(<supplement>12 Suppl</supplement>):<fpage>PR10</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1535-7163</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="other">
<person-group person-group-type="author">
<name>
<surname>Nichols</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Cregg</surname> <given-names>J</given-names>
</name>
<name>
<surname>Schulze</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. (2021). <article-title>A Next-Generation Tri-Complex KRASG12C(ON) Inhibitor Directly Targets the Active, GTP-Bound State of Mutant RAS and May Overcome Resistance to KRASG12C(OFF) Inhibition</article-title>. <source>Cancer Res</source>  (<year>2021</year>) <volume>81</volume>(<issue>13</issue> Supplement): <fpage>1261</fpage>.  doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1538-7445.AM2021-1261</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dunnett-Kane</surname> <given-names>V</given-names>
</name>
<name>
<surname>Nicola</surname> <given-names>P</given-names>
</name>
<name>
<surname>Blackhall</surname> <given-names>F</given-names>
</name>
<name>
<surname>Lindsay</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Mechanisms of Resistance to KRAS G12C Inhibitors</article-title>. <source>Cancers (Basel)</source> (<year>2021</year>) <volume>13</volume>(<issue>1</issue>):<fpage>151</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13010151</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kerr</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Haderk</surname> <given-names>F</given-names>
</name>
<name>
<surname>Bivona</surname> <given-names>TG</given-names>
</name>
</person-group>. <article-title>Allosteric SHP2 Inhibitors in Cancer: Targeting the Intersection of RAS, Resistance, and the Immune Microenvironment</article-title>. <source>Curr Opin Chem Biol</source> (<year>2021</year>) <volume>62</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cbpa.2020.11.007</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ou</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Koczywas</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ulahannan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Janne</surname> <given-names>P</given-names>
</name>
<name>
<surname>Pacheco</surname> <given-names>J</given-names>
</name>
<name>
<surname>Burris</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>The SHP2 Inhibitor RMC-4630 in Patients With KRAS-Mutant Non-Small Cell Lung Cancer: Preliminary Evaluation of a First-in-Man Phase 1 Clinical Trial, J</article-title>. <source>Thorac Oncol</source> (<year>2020</year>) <volume>15</volume>(<supplement>Suppl</supplement>):<page-range>S15&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jtho.2019.12.041</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amodio</surname> <given-names>V</given-names>
</name>
<name>
<surname>Yaeger</surname> <given-names>R</given-names>
</name>
<name>
<surname>Arcella</surname> <given-names>P</given-names>
</name>
<name>
<surname>Cancelliere</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lamba</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lorenzato</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>EGFR Blockade Reverts Resistance to KRASG12C Inhibition in Colorectal Cancer</article-title>. <source>Cancer Discovery</source> (<year>2020</year>) <volume>10</volume>:<page-range>1129&#x2013;39</page-range>. doi: <pub-id pub-id-type="doi">10.1158/2159-8290.CD-20-0187</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Awad</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rybkin</surname> <given-names>II</given-names>
</name>
<name>
<surname>Arbour</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Dilly</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>VW</given-names>
</name>
<etal/>
</person-group>. <article-title>Acquired Resistance to KRASG12C Inhibition in Cancer</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>384</volume>(<issue>25</issue>):<page-range>2382&#x2013;93</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2105281</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Marinelli</surname> <given-names>D</given-names>
</name>
</person-group>. <source>Oncogenic Non-G12C KRAS Mutations in KRAS G12C Mutated Lung Adenocarcinomas in TRACERx and GENIE: A Reservoir for Intrinsic Resistance to KRAS G12C Inhibitors? MAP 2021 Virtual, Abstract 3mo</source>.</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koga</surname> <given-names>T</given-names>
</name>
<name>
<surname>Suda</surname> <given-names>K</given-names>
</name>
<name>
<surname>Fujino</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ohara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hamada</surname> <given-names>A</given-names>
</name>
<name>
<surname>Nishino</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS Secondary Mutations That Confer Acquired Resistance to KRAS G12C Inhibitors, Sotorasib and Adagrasib, and Overcoming Strategies: Insights From <italic>In Vitro</italic> Experiments</article-title>. <source>J Thorac Oncol</source> (<year>2021</year>) <volume>16</volume>(<issue>8</issue>):<page-range>1321&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtho.2021.04.015</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>SHP2 Inhibitor Specifically Suppresses the Stemness of KRAS-Mutant Non-Small Cell Lung Cancer Cells</article-title>. <source>Artif Cells Nanomed Biotechnol</source> (<year>2019</year>) <volume>47</volume>(<issue>1</issue>):<page-range>3231&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/21691401.2019.1646748</pub-id>
</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fedele</surname> <given-names>C</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<name>
<surname>Teng</surname> <given-names>KW</given-names>
</name>
<name>
<surname>Foster</surname> <given-names>CJR</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ran</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>SHP2 Inhibition Diminishes KRASG12C Cycling and Promotes Tumor Microenvironment Remodeling</article-title>. <source>J Exp Med</source> (<year>2021</year>) <volume>218</volume>(<issue>1</issue>):<elocation-id>e20201414</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20201414</pub-id>
</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yaeger</surname> <given-names>R</given-names>
</name>
<name>
<surname>Solit</surname> <given-names>DB</given-names>
</name>
</person-group>. <article-title>Overcoming Adaptive Resistance to KRAS Inhibitors Through Vertical Pathway Targeting</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>7</issue>):<page-range>1538&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-19-4060</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ou</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Koczywas</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ulahannan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Janne</surname> <given-names>P</given-names>
</name>
<name>
<surname>Pacheco</surname> <given-names>J</given-names>
</name>
<name>
<surname>Burris</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>A12 The SHP2 Inhibitor RMC-4630 in Patients With KRAS-Mutant Non-Small Cell Lung Cancer: Preliminary Evaluation of a First-In-Man Phase 1 Clinical Trial</article-title>. <source>J Thorac Oncol</source> (<year>2020</year>) <volume>15</volume>(<issue>2</issue>):<page-range>S15&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jtho.2019.12.041</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brana</surname> <given-names>IS</given-names>
</name>
<name>
<surname>Shapiro</surname> <given-names>G</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Robbrecht</surname> <given-names>D</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>DS-W</given-names>
</name>
<etal/>
</person-group>. <article-title>Initial Results From a Dose Finding Study of TNO155, a SHP2 Inhibitor, in Adults With Advanced Solid Tumors</article-title>. <source>J Clin Oncol</source> (<year>2021</year>) <volume>39, no15_suppl</volume>:<page-range>3005&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2021.39.15_suppl.3005</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hofmann</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Gmachl</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ramharter</surname> <given-names>J</given-names>
</name>
<name>
<surname>Savarese</surname> <given-names>F</given-names>
</name>
<name>
<surname>Gerlach</surname> <given-names>D</given-names>
</name>
<name>
<surname>Marszalek</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>BI-3406, a Potent and Selective SOS1-KRAS Interaction Inhibitor, Is Effective in KRAS-Driven Cancers Through Combined MEK Inhibition</article-title>. <source>Cancer Discovery</source> (<year>2021</year>) <volume>11</volume>(<issue>1</issue>):<page-range>142&#x2013;57</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2159-8290.CD-20-0142</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hillig</surname> <given-names>RC</given-names>
</name>
<name>
<surname>Sautier</surname> <given-names>B</given-names>
</name>
<name>
<surname>Schroeder</surname> <given-names>J</given-names>
</name>
<name>
<surname>Moosmayer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Hilpmann</surname> <given-names>A</given-names>
</name>
<name>
<surname>Stegmann</surname> <given-names>CM</given-names>
</name>
<etal/>
</person-group>. <article-title>Discovery of Potent SOS1 Inhibitors That Block RAS Activation <italic>via</italic> Disruption of the RAS-SOS1 Interaction</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2019</year>) <volume>116</volume>(<issue>7</issue>):<page-range>2551&#x2013;60</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1812963116</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ryan</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Phat</surname> <given-names>S</given-names>
</name>
<name>
<surname>Myers</surname> <given-names>DT</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>E</given-names>
</name>
<name>
<surname>Shahzade</surname> <given-names>HA</given-names>
</name>
<etal/>
</person-group>. <article-title>Vertical Pathway Inhibition Overcomes Adaptive Feedback Resistance to KRAS<sup>G12C</sup>Inhibition</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>7</issue>):<page-range>1633&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-19-3523</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franke</surname> <given-names>TF</given-names>
</name>
</person-group>. <article-title>PI3K/Akt: Getting it Right Matters</article-title>. <source>Oncogene</source> (<year>2008</year>) <volume>27</volume>(<issue>50</issue>):<page-range>6473&#x2013;88</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/onc.2008.313</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burns</surname> <given-names>TF</given-names>
</name>
<name>
<surname>Borghaei</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ramalingam</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Mok</surname> <given-names>TS</given-names>
</name>
<name>
<surname>Peters</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Targeting KRAS-Mutant Non-Small-Cell Lung Cancer: One Mutation at a Time, With a Focus on KRAS G12C Mutations</article-title>. <source>J Clin Oncol</source> (<year>2020</year>) <volume>38</volume>(<issue>35</issue>):<page-range>4208&#x2013;18</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/JCO.20.00744</pub-id>
</citation>
</ref>
<ref id="B75">
<label>75</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karoulia</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Gavathiotis</surname> <given-names>E</given-names>
</name>
<name>
<surname>Poulikakos</surname> <given-names>PI</given-names>
</name>
</person-group>. <article-title>New Perspectives for Targeting RAF Kinase in Human Cancer</article-title>. <source>Nat Rev Cancer</source> (<year>2017</year>) <volume>17</volume>(<issue>11</issue>):<page-range>676&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrc.2017.79</pub-id>
</citation>
</ref>
<ref id="B76">
<label>76</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Banerji</surname> <given-names>U</given-names>
</name>
</person-group>. <article-title>Searching for Treatments for Non-G12C-KRAS Mutant Cancers</article-title>. <source>Br J Cancer</source> (<year>2021</year>) <volume>125</volume>(<issue>5</issue>):<page-range>625&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41416-021-01357-2</pub-id>
</citation>
</ref>
<ref id="B77">
<label>77</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Misale</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fatherree</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Cortez</surname> <given-names>E</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bilton</surname> <given-names>S</given-names>
</name>
<name>
<surname>Timonina</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>KRAS G12C NSCLC Models Are Sensitive to Direct Targeting of KRAS in Combination With PI3K Inhibition</article-title>. <source>Clin Cancer Res</source> (<year>2019</year>) <volume>25</volume>(<issue>2</issue>):<fpage>796</fpage>&#x2013;<lpage>807</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-18-0368</pub-id>
</citation>
</ref>
<ref id="B78">
<label>78</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Briere</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<name>
<surname>Calinisan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sudhakar</surname> <given-names>N</given-names>
</name>
<name>
<surname>Aranda</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hargis</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>The KRAS<sup>G12C</sup> Inhibitor MRTX849 Reconditions the Tumor Immune Microenvironment and Sensitizes Tumors to Checkpoint Inhibitor Therapy</article-title>. <source>Mol Cancer Ther</source> (<year>2021</year>) <volume>20</volume>(<issue>6</issue>):<page-range>975&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1535-7163.MCT-20-0462</pub-id>
</citation>
</ref>
<ref id="B79">
<label>79</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Calles</surname> <given-names>A</given-names>
</name>
<name>
<surname>Riess</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Brahmer</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Checkpoint Blockade in Lung Cancer With Driver Mutation: Choose the Road Wisely</article-title>. <source>Am Soc Clin Oncol Educ Book</source> (<year>2020</year>) <volume>40</volume>:<page-range>372&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/EDBK_280795</pub-id>
</citation>
</ref>
<ref id="B80">
<label>80</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Begum</surname> <given-names>P</given-names>
</name>
<name>
<surname>Goldin</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Possamai</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Popat</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Severe Immune Checkpoint Inhibitor Hepatitis in KRAS G12C-Mutant NSCLC Potentially Triggered by Sotorasib: Case Report</article-title>. <source>JTO Clin Res Rep</source> (<year>2021</year>) <volume>2</volume>(<issue>9</issue>):<elocation-id>100213</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtocrr.2021.100213</pub-id>
</citation>
</ref>
<ref id="B81">
<label>81</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burslem</surname> <given-names>GM</given-names>
</name>
<name>
<surname>Crews</surname> <given-names>CM</given-names>
</name>
</person-group>. <article-title>Proteolysis-Targeting Chimeras as Therapeutics and Tools for Biological Discovery</article-title>. <source>Cell</source> (<year>2020</year>) <volume>181</volume>(<issue>1</issue>):<page-range>102&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2019.11.031</pub-id>
</citation>
</ref>
<ref id="B82">
<label>82</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bond</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Nalawansha</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Li</surname> <given-names>K</given-names>
</name>
<name>
<surname>Crews</surname> <given-names>CM</given-names>
</name>
</person-group>. <article-title>Targeted Degradation of Oncogenic KRAS<sup>G12C</sup> by VHL-Recruiting PROTACs</article-title>. <source>ACS Cent Sci</source> (<year>2020</year>) <volume>6</volume>(<issue>8</issue>):<page-range>1367&#x2013;75</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acscentsci.0c00411</pub-id>
</citation>
</ref>
<ref id="B83">
<label>83</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bery</surname> <given-names>N</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rabbitts</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>A Potent KRAS Macromolecule Degrader Specifically Targeting Tumours With Mutant KRAS</article-title>. <source>Nat Commun</source> (<year>2020</year>) <volume>11</volume>(<issue>1</issue>):<fpage>3233</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-020-17022-w</pub-id>
</citation>
</ref>
<ref id="B84">
<label>84</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Mwangi</surname> <given-names>PM</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Recombinant KRAS G12D Protein Vaccines Elicit Significant Anti-Tumor Effects in Mouse CT26 Tumor Models</article-title>. <source>Front Oncol</source> (<year>2020</year>) <volume>10</volume>:<elocation-id>1326</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.01326</pub-id>
</citation>
</ref>
<ref id="B85">
<label>85</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>QJ</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Griffith</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hanada</surname> <given-names>K</given-names>
</name>
<name>
<surname>Restifo</surname> <given-names>NP</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>Identification of T-Cell Receptors Targeting KRAS-Mutated Human Tumors</article-title>. <source>Cancer Immunol Res</source> (<year>2016</year>) <volume>4</volume>(<issue>3</issue>):<page-range>204&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2326-6066.CIR-15-0188</pub-id>
</citation>
</ref>
<ref id="B86">
<label>86</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gjertsen</surname> <given-names>MK</given-names>
</name>
<name>
<surname>Bakka</surname> <given-names>A</given-names>
</name>
<name>
<surname>Breivik</surname> <given-names>J</given-names>
</name>
<name>
<surname>Saeterdal</surname> <given-names>I</given-names>
</name>
<name>
<surname>Solheim</surname> <given-names>BG</given-names>
</name>
<name>
<surname>S&#xf8;reide</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Vaccination With Mutant Ras Peptides and Induction of T-Cell Responsiveness in Pancreatic Carcinoma Patients Carrying the Corresponding RAS Mutation</article-title>. <source>Lancet</source> (<year>1995</year>) <volume>346</volume>(<issue>8987</issue>):<page-range>1399&#x2013;400</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0140-6736(95)92408-6</pub-id>
</citation>
</ref>
<ref id="B87">
<label>87</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dillard</surname> <given-names>P</given-names>
</name>
<name>
<surname>Casey</surname> <given-names>N</given-names>
</name>
<name>
<surname>Pollmann</surname> <given-names>S</given-names>
</name>
<name>
<surname>Vernhoff</surname> <given-names>P</given-names>
</name>
<name>
<surname>Gaudernack</surname> <given-names>G</given-names>
</name>
<name>
<surname>Kvalheim</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Targeting KRAS Mutations With HLA Class II-Restricted TCRs for the Treatment of Solid Tumors</article-title>. <source>Oncoimmunology</source> (<year>2021</year>) <volume>10</volume>(<issue>1</issue>):<elocation-id>1936757</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/2162402X.2021.1936757</pub-id>
</citation>
</ref>
<ref id="B88">
<label>88</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chatani</surname> <given-names>PD</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>Mutated RAS: Targeting the &#x201c;Untargetable&#x201d; With T Cells</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>3</issue>):<page-range>537&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/1078-0432.CCR-19-2138</pub-id>
</citation>
</ref>
<ref id="B89">
<label>89</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tran</surname> <given-names>E</given-names>
</name>
<name>
<surname>Robbins</surname> <given-names>PF</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>YC</given-names>
</name>
<name>
<surname>Prickett</surname> <given-names>TD</given-names>
</name>
<name>
<surname>Gartner</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>T-Cell Transfer Therapy Targeting Mutant KRAS in Cancer</article-title>. <source>N Engl J Med</source> (<year>2016</year>) <volume>375</volume>(<issue>23</issue>):<page-range>2255&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa1609279</pub-id>
</citation>
</ref>
<ref id="B90">
<label>90</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tsimberidou</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Van Morris</surname> <given-names>K</given-names>
</name>
<name>
<surname>Vo</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Eck</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>YF</given-names>
</name>
<name>
<surname>Rivas</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>T-Cell Receptor-Based Therapy: An Innovative Therapeutic Approach for Solid Tumors</article-title>. <source>J Hematol Oncol</source> (<year>2021</year>) <volume>14</volume>(<issue>1</issue>):<fpage>102</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13045-021-01115-0</pub-id>
</citation>
</ref>
<ref id="B91">
<label>91</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname> <given-names>A</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Steinberg</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Pack</surname> <given-names>S</given-names>
</name>
<name>
<surname>Raffeld</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>High Mesothelin Expression in Advanced Lung Adenocarcinoma Is Associated With KRAS Mutations and a Poor Prognosis</article-title>. <source>Oncotarget</source> (<year>2015</year>) <volume>6</volume>(<issue>13</issue>):<page-range>11694&#x2013;703</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18632/oncotarget.3429</pub-id>
</citation>
</ref>
<ref id="B92">
<label>92</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeltsman</surname> <given-names>M</given-names>
</name>
<name>
<surname>Dozier</surname> <given-names>J</given-names>
</name>
<name>
<surname>McGee</surname> <given-names>E</given-names>
</name>
<name>
<surname>Ngai</surname> <given-names>D</given-names>
</name>
<name>
<surname>Adusumilli</surname> <given-names>PS</given-names>
</name>
</person-group>. <article-title>CAR T-Cell Therapy for Lung Cancer and Malignant Pleural Mesothelioma</article-title>. <source>Transl Res</source> (<year>2017</year>) <volume>187</volume>:<fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.trsl.2017.04.004</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>