Cited by 496Protein Kinase Regulation and GTPase SignalingMelanoma and MAPK PathwaysProtein Tyrosine Phosphatases

The DOI matches its Crossref record; 54 of the 54 references it cites were found in a registry or an index; 53 of the 69 sources its claims cite were checked for support.

Vertical Pathway Inhibition Overcomes Adaptive Feedback Resistance to KRASG12C Inhibition

Published version of a preprint

Abstract

Abstract Purpose: Although KRAS represents the most commonly mutated oncogene, it has long been considered an “undruggable” target. Novel covalent inhibitors selective for the KRASG12C mutation offer the unprecedented opportunity to target KRAS directly. However, prior efforts to target the RAS–MAPK pathway have been hampered by adaptive feedback, which drives pathway reactivation and resistance. Experimental Design: A panel of KRASG12C cell lines were treated with the KRASG12C inhibitors ARS-1620 and AMG 510 to assess effects on signaling and viability. Isoform-specific pulldown of activated GTP-bound RAS was performed to evaluate effects on the activity of specific RAS isoforms over time following treatment. RTK inhibitors, SHP2 inhibitors, and MEK/ERK inhibitors were assessed in combination with KRASG12C inhibitors in vitro and in vivo as potential strategies to overcome resistance and enhance efficacy. Results: We observed rapid adaptive RAS pathway feedback reactivation following KRASG12C inhibition in the majority of KRASG12C models, driven by RTK-mediated activation of wild-type RAS, which cannot be inhibited by G12C-specific inhibitors. Importantly, multiple RTKs can mediate feedback, with no single RTK appearing critical across all KRASG12C models. However, coinhibition of SHP2, which mediates signaling from multiple RTKs to RAS, abrogated feedback reactivation more universally, and combined KRASG12C/SHP2 inhibition drove sustained RAS pathway suppression and improved efficacy in vitro and in vivo. Conclusions: These data identify feedback reactivation of wild-type RAS as a key mechanism of adaptive resistance to KRASG12C inhibitors and highlight the potential importance of vertical inhibition strategies to enhance the clinical efficacy of KRASG12C inhibitors. See related commentary by Yaeger and Solit, p. 1538

Overview

Integrity signals

Registry

Crossref · 10.1158/1078-0432.ccr-19-3523

Cites

54 of 54 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

53 of 69 cited sources checked · 16 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    BRAF inhibition in BRAFV600 mutant cancers causes RTK-mediated reactivation of MAPK signaling through wild type RAS and RAF, particularly in colorectal cancer.

    “BRAF inhibition in BRAFV600 mutant cancers leads to loss of negative feedback signals regulated by the MAPK pathway, leading to receptor tyrosine kinase (RTK)-mediated reactivation of MAPK signaling through wild type RAS and RAF, particularly in specific tumor types, such as colorectal cancer (9–12).”
    Quote in the paperSubstantial claim4 of 4 sources checked
    • cites [9] Paraiso, 2010, Recovery of phospho-ERK activity allows melanoma cells to escape from BRAF inhibitor therapy, Br J Cancer source

      The Abstract Results report rapid recovery of phospho-ERK signaling after BRAF inhibition in melanoma cells. The Discussion suggests that pathway blockade may relieve feedback inhibition and cites prior work on signaling shifting from BRAF to CRAF. It does not establish RTK-mediated reactivation through wild-type RAS and RAF or a particular effect in colorectal cancer; those mechanisms and the broader tumor-type claim go beyond this paper. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [10] Montero-Conde, 2013, Relief of feedback inhibition of HER3 transcription by RAF and MEK inhibitors attenuates their antitumor effects in BRAF-mutant thyroid carcinomas, Cancer Discov source
      Experimental — accuracy not yet measured
    • cites [11] Corcoran, 2012, EGFR-mediated re-activation of MAPK signaling contributes to insensitivity of BRAF mutant colorectal cancers to RAF inhibition with vemurafenib, Cancer Discov source

      The Results and Discussion (page unavailable) support EGFR-mediated reactivation of RAS, CRAF and MAPK signaling after vemurafenib treatment in BRAF-mutant colorectal cancer. The citing sentence also presents loss of MAPK-regulated negative feedback as the cause; the Discussion offers that mechanism as a possibility and says further study is needed to establish it. The paper does not explicitly establish that the RAS and RAF involved are wild type. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [12] Prahallad, 2012, Unresponsiveness of colon cancer to BRAF(V600E) inhibition through feedback activation of EGFR, Nature source

      The ‘feedback activation of EGFR’ section reports that BRAF inhibition activates EGFR in BRAF-mutant colorectal cancer cells, and that adding an EGFR inhibitor produces more complete MEK and ERK inhibition. It describes feedback involving MEK, ERK and CDC25C, but does not establish that MAPK signaling is reactivated through wild-type RAS and RAF. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisereasoning

    KRASG12C inhibitors are selective for KRASG12C versus wild type KRAS or other RAS isoforms.

    “These inhibitors undergo an irreversible reaction with the mutant cysteine present only in G12C mutant KRAS, making them highly selective for KRASG12C versus wild type KRAS or other RAS isoforms.”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [3] Patricelli, 2016, Selective inhibition of oncogenic KRAS output with small molecules targeting the inactive state, Cancer Discov source
    • cites [4] Janes, 2018, Targeting KRAS mutant cancers with a covalent G12C-specific inhibitor, Cell source
    • cites [5] Fell, 2018, Discovery of tetrahydropyridopyrimidines as irreversible covalent inhibitors of KRAS-G12C with in vivo activity, ACS Med Chem Lett source

      The passage labeled Abstract (page unavailable) reports that compound 13 was inactive in two wild-type KRAS cell lines and one KRAS-G12D cell line, supporting selectivity for KRAS-G12C over those comparators. It does not report testing against other RAS isoforms, so that part of the claim is not established by this paper. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Premisecitation

    MEK inhibitor treatment in KRAS mutant cancers leads to adaptive feedback activation of RAS signaling, often through EGFR/HER family members or FGFR, limiting efficacy.

    “in KRAS mutant cancers, MEK inhibitor treatment leads to adaptive feedback activation of RAS signaling, often through EGFR or other human epidermal growth factor receptor (HER) family members or FGFR, limiting efficacy (13,14).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [13] Manchado, 2016, A combinatorial strategy for treating KRAS-mutant lung cancer, Nature source

      The “FGFR1 mediates adaptive drug resistance” section reports that trametinib increased FGFR1 signaling and RAS-GTP in KRAS-mutant lung cancer cells, supporting feedback activation that limits treatment efficacy. But the “FGFR1 inhibition enhances trametinib effects” section reports no increase in EGFR in the tested cells and only limited combinatorial activity for an EGFR/ERBB2 inhibitor. The paper therefore does not support the claim that EGFR or other HER family members are often the route of this response across KRAS-mutant cancers. Page numbers are not provided in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [14] Kitai, 2016, Epithelial-to-mesenchymal transition defines feedback activation of receptor tyrosine kinase signaling induced by MEK inhibition in KRAS-mutant lung cancer, Cancer Discov source

      The Results and Discussion report that MEK inhibition triggers feedback activation of ERBB3 or FGFR1 signaling in different subsets of KRAS-mutant lung cancer, reactivating MAPK/ERK signaling and contributing to resistance. The claim extends this finding to KRAS-mutant cancers generally and names EGFR as a route; this paper’s EGFR feedback example concerns BRAF-inhibited colorectal cancer, not MEK-inhibited KRAS-mutant cancer. The paper primarily demonstrates reactivation of downstream MAPK/ERK signaling rather than RAS signaling itself. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisecitation

    Early preclinical studies with KRASG12C inhibitors such as ARS-1620 suggested adaptive feedback as a potential resistance mechanism.

    “early preclinical studies with KRASG12C inhibitors, such as ARS-1620, have suggested a potential role for adaptive feedback as a mechanism of resistance (7) (15).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [7] Lito, 2016, Allele-specific inhibitors inactivate mutant KRAS G12C by a trapping mechanism, Science source

      The paper’s indexed text (section labeled Abstract; page unavailable) reports that feedback-related RTK activation attenuated the inhibitory effect of ARS853 and suggests ways resistance to this class of drugs might emerge. It studies ARS853, not the cited example ARS-1620, so it does not directly support the claim for that compound. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [15] Misale, 2019, KRAS G12C NSCLC models are sensitive to direct targeting of KRAS in combination with PI3K inhibition, Clin Cancer Res source
  • Premisecitation

    Other RTKs can drive feedback in an EGFR-independent manner.

    “However, preclinical and clinical data have demonstrated that other RTKs can drive feedback in an EGFR-independent manner”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] Corcoran, 2018, Combined BRAF, EGFR, and MEK inhibition in patients with BRAFV600E-mutant colorectal cancer, Cancer Discov source
  • Probably not a substantial claim. 13
  • It may state two separate claims as one. 25
  • The quote only partly states this claim. 1
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    PI3K is not universally tied to RAS activity.

    “which is consistent with prior studies suggesting that PI3K is not universally tied to RAS activity (15,29).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [15] Misale, 2019, KRAS G12C NSCLC models are sensitive to direct targeting of KRAS in combination with PI3K inhibition, Clin Cancer Res source
    • cites [29] Ebi, 2011, Receptor tyrosine kinases exert dominant control over PI3K signaling in human KRAS mutant colorectal cancers, J Clin Invest source
  • It may state two separate claims as one.

    Premisecitation

    Inhibition of SHP2 was recently shown to overcome RTK-driven adaptive feedback mechanisms to MEK inhibition, and enhance the efficacy of MEK inhibitor induced growth suppression in vitro and in vivo in RAS-driven cancers.

    “Indeed, inhibition of SHP2 was recently shown to overcome RTK-driven adaptive feedback mechanisms to MEK inhibition, and enhance the efficacy of MEK inhibitor induced growth suppression in vitro and in vivo in RAS-driven cancers (27,41–44).”
    Quote in the paperSubstantial claim4 of 5 sources checked
    • cites [27] Mainardi, 2018, SHP2 is required for growth of KRAS-mutant non-small-cell lung cancer in vivo, Nat Med source
    • cites [41] Fedele, 2018, SHP2 inhibition prevents adaptive resistance to MEK inhibitors in multiple cancer models, Cancer Discov source
    • cites [42] Ahmed, 2019, SHP2 drives adaptive resistance to ERK signaling inhibition in molecularly defined subsets of ERK-dependent tumors, Cell Rep source

      The Results section reports that combined MEK and SHP2 inhibition suppressed ERK signaling and cell growth in RAS(G12X)-mutant tumor cell lines. It also reports reduced tumor growth in vivo, but that experiment used BRAF(V600E) RKO xenografts and combined RAF, MEK, and SHP2 inhibitors. Thus, this paper does not establish the claimed in vivo enhancement of MEK-inhibitor growth suppression in RAS-driven cancers. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [43] Lu, 2019, SHP2 inhibition overcomes RTK-mediated pathway re-activation in KRAS mutant tumors treated with MEK inhibitors, Mol Cancer Ther source
    • cites [44] Wong, 2018, Targeting wild-type KRAS-amplified gastroesophageal cancer through combined MEK and SHP2 inhibition, Nat Med source

      In the copy’s section labeled Abstract (page not provided), SHP2 inhibition blocked adaptive signaling and enhanced MEK-inhibitor growth suppression in vitro and in vivo in KRAS-amplified gastric cancer models. The claim’s broader reference to RAS-driven cancers is not supported by these results: adding SHP2 inhibition did not improve tumor-growth suppression in the KRAS-mutant xenograft model. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Premisecitation

    BRAF inhibitors led to a monotherapy response rate of >50% in BRAFV600E melanoma and ~30% in BRAFV600E NSCLC, but only ~5% in BRAFV600E colorectal cancer, likely due to the variable robustness of adaptive feedback networks in each tumor type.

    “For instance, BRAF inhibitors led to a monotherapy response rate of >50% in BRAFV600E melanoma and ~30% in BRAFV600E NSCLC, but only ~5% in BRAFV600E colorectal cancer, likely due to the variable robustness of adaptive feedback networks in each tumor type (45–49).”
    Quote in the paperSubstantial claim5 of 5 sources checked
    • cites [45] Sosman, 2012, Survival in BRAF V600-mutant advanced melanoma treated with vemurafenib, N Engl J Med source

      Split into 2 atoms — 1 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [46] Planchard, 2016, Dabrafenib in patients with BRAF(V600E)-positive advanced non-small-cell lung cancer: a single-arm, multicentre, open-label, phase 2 trial, Lancet Oncol source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [47] Kopetz, 2015, Phase II pilot study of vemurafenib in patients with metastatic BRAF-mutated colorectal cancer, J Clin Oncol source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [48] Karoulia, 2017, New perspectives for targeting RAF kinase in human cancer, Nat Rev Cancer source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [49] Flaherty, 2012, Combined BRAF and MEK inhibition in melanoma with BRAF V600 mutations, N Engl J Med source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Findingown data

    Afatinib and BGJ398 show greatest and most consistent cooperativity with ARS-1620, but neither combination is universally effective.

    “the pan-HER inhibitor afatinib and the FGFR inhibitor BGJ398 displayed the greatest and most consistent cooperativity with ARS-1620, though neither combination was universally effective in all models.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    AMG 510 also induces NRAS-GTP and HRAS-GTP and rebound in downstream MAPK signaling.

    “we also observed a strong induction of both NRAS-GTP and HRAS-GTP levels and rebound in downstream MAPK signaling (phospho-ERK, phospho-RSK) upon treatment with AMG 510”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    KRASG12C cell lines show heterogeneous responses to RTK inhibition, with select inhibitors enhancing anti-tumor effect in combination.

    “KRASG12C cell lines demonstrated a heterogeneous response to RTK inhibition, with select inhibitors enhancing anti-tumor effect in combination, relative to ARS-1620 alone.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one. The quote only partly states this claim.

    Findingown data

    In KRASG12C cell lines, ARS-1620 and AMG 510 initially reduce MAPK signaling, but the pathway reactivates between 24 and 72 hours.

    “In all cell lines, ARS-1620 suppressed MAPK pathway signaling, a key downstream effector pathway of KRAS, as measured by inhibition of phospho-MEK, phospho-ERK, and phospho-RSK at 4 hours”
    • Also stated in: § Feedback reactivation of RAS signaling following KRASG12C inhibition · plain
      “However, by 24–48 hours, RAS-MAPK pathway signaling began to rebound from the nadir of pathway suppression, leading to pathway reactivation and incomplete suppression by 72 hours”
    • Also stated in: § Feedback reactivation of RAS signaling following KRASG12C inhibition · plain
      “A similar rebound in RAS-MAPK signaling was also observed with the more recently available clinical KRASG12C inhibitor AMG 510”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Following 48 hours of ARS-1620, phosphorylation of multiple RTKs including EGFR, HER2, FGFR, and c-MET increases adaptively, with heterogeneous pattern across cell lines.

    “following 48 hours of treatment with ARS-1620, we observed an adaptive increase in the phosphorylation levels of multiple RTKs, including EGFR, HER2, FGFR, and c-MET, but with a highly heterogeneous pattern across cell line models”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    SW1463 depends primarily on EGFR/HER family signaling, whereas MIA PaCa-2 depends more on FGFR signaling and less on EGFR/HER family signaling.

    “SW1463 showed primary dependence on EGFR/HER family signaling (erlotinib, afatinib), as compared to FGFR signaling (BGJ398), whereas MIA Paca-2 appeared to be more dependent on FGFR signaling and showed less dependence on EGFR/HER family signaling.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Combined KRASG12C and SHP2 inhibition drives sustained RAS pathway suppression and improved efficacy in vitro and in vivo.

    “combined KRASG12C/SHP2 inhibition drove sustained RAS pathway suppression and improved efficacy in vitro and in vivo.”
    • Also stated in: § INTRODUCTION · plain
      “the combination of KRASG12C and SHP2 inhibitors leads to sustained RAS pathway suppression and improved efficacy in vitro and in vivo.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The KRASG12C-mutant cell lines and xenograft models used are representative of KRASG12C-mutant human cancers, so findings generalize to patients.
    • Rests on an assumption: Effects on cell viability in vitro and xenograft tumor growth in vivo predict clinical efficacy of KRASG12C inhibitor combinations.
  • It may state two separate claims as one.

    Findingown data

    The afatinib combination appeared to produce the greatest effect in SW837 xenografts, though not significant (p=0.37 vs ARS-1620 alone).

    “with the afatinib combination appearing to produce the greatest effect in SW837 xenografts (though not significant, p=0.37 vs ARS-1620 alone)”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    The BGJ398 combination appeared to produce the greatest effect in MIA PaCa-2 xenografts, though not significant (p=0.13 vs ARS-1620 alone).

    “in contrast with MIA PaCa-2 xenografts, in which the BGJ398 combination appeared to produce the greatest effect (though not significant, p=0.13 vs ARS-1620 alone)”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    A similar pattern of more complete MAPK pathway suppression was observed with ARS-1620 combined with RMC-4550 and AMG 510 combined with either SHP099 or RMC-4550.

    “A similar pattern of more complete suppression of the MAPK pathway was also observed with ARS-1620 combined with the SHP2 inhibitor RMC-4550 (Supplementary Fig. S5) and AMG 510 combined with either SHP099 or RMC-4550 (Supplementary Fig. S1).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Combined KRASG12C and SHP2 inhibition more effectively suppressed tumor cell viability at 72 hours, leading to GI50 shifts of ~5 to 30-fold in six of eight KRASG12C models.

    “Combined KRASG12C and SHP2 inhibition more effectively suppressed tumor cell viability at 72 hours, leading to GI50 shifts of ~5 to 30-fold in six of eight KRASG12C models (Supplementary Fig. S7).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Combined KRASG12C and SHP2 inhibition with ARS-1620 and SHP099 led to more complete suppression of the MAPK pathway over time in all models, with strong reduction in feedback reactivation.

    “Combined inhibition of KRASG12C and SHP2 with ARS-1620 and SHP099 also led to more complete suppression of the MAPK pathway over time in all models, exhibiting a strong reduction in feedback reactivation of the pathway (Fig. 3B–C; Supplementary Fig. S6).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    For each of these inhibitors, there are models in which pathway feedback reactivation appears independent of each specific RTK-i.e. MIA PaCa2 for afatinib, and SW1463 for BGJ398.

    “However, for each of these inhibitors, there are models in which pathway feedback reactivation appears independent of each specific RTK—i.e. MIA PaCa2 for afatinib, and SW1463 for BGJ398 (Fig. 2A)”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Combined KRASG12C and SHP2 inhibition suppressed pathway signaling and enhanced efficacy in all models.

    “combined KRASG12C and SHP2 inhibition suppressed pathway signaling and enhanced efficacy in all models”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Pathway rebound after ARS-1620 occurs even at the highest concentrations tested, indicating it is not simply due to insufficient inhibitor.

    “this rebound reactivation was observed even at the highest concentrations of ARS-1620, suggesting that pathway rebound is not due simply to inadequate levels of inhibitor.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Because induction of multiple RTKs varies across KRASG12C models, distinct and/or multiple RTKs may drive adaptive feedback in different cancers, so single-RTK targeting may not be universally effective.

    “the variable induction of multiple RTKs across different KRASG12C models following ARS-1620 treatment and different levels of phospho-RTKs at baseline suggests that distinct and/or multiple RTKs may drive adaptive feedback across different KRASG12C cancers, and that strategies targeting a single RTK may not be universally effective.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The KRASG12C-mutant cell lines and xenograft models used are representative of KRASG12C-mutant human cancers, so findings generalize to patients.
  • It may state two separate claims as one.

    Interpretationown data

    Combined KRASG12C and SHP2 inhibition may overcome adaptive feedback resistance and may represent a promising therapeutic strategy for future clinical trials in KRASG12C mutant cancers.

    “These results support that combined KRASG12C and SHP2 inhibition may overcome adaptive feedback resistance and may represent a promising therapeutic strategy for future clinical trials in KRASG12C mutant cancers.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    Cell lines were authenticated by SNP and short tandem repeat analysis and were not cultured longer than 6 months after receipt.

    “Cell lines were obtained from ATCC or the Center for Molecular Therapeutics at the MGH Cancer Center (Boston, MA), which routinely performs cell line authentication testing by SNP and short tandem repeat analysis, and maintained in DMEM/F12 supplemented with 10% fetal calf serum, and were not cultured longer than 6 months after receipt from cell banks.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Interpretationown data

    Pan-HER or FGFR co-targeting could be promising strategies.

    “suggesting that pan-HER or FGFR co-targeting could be promising strategies.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    Targeting a dominant RTK driving adaptive feedback reactivation is an attractive strategy to suppress adaptive resistance.

    “Targeting a dominant RTK driving adaptive feedback reactivation is an attractive strategy to suppress adaptive resistance, as it intercepts the critical feedback loop at its most upstream point.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    Strategies to overcome this mechanism may be key to improving clinical efficacy.

    “and that strategies to overcome this mechanism may be key to improving clinical efficacy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationcitation

    Additional combinations exploring potential synthetic lethal interactions with other pathways may also be key to maximizing efficacy.

    “However, additional combinations exploring potential synthetic lethal interactions with other pathways may also be key to maximizing efficacy.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Not all patients respond to therapy, and the durability of benefit may be limited.

    “However, not all patients respond to therapy, and the durability of benefit may be limited”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [16] Govindan, 2019, 446PDPhase I study of AMG 510, a novel molecule targeting KRAS G12C mutant solid tumours, Ann Oncol source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Targeting IGFR and mTOR may improve efficacy.

    “and a study by Molina-Arcas et al suggested targeting IGFR and mTOR (15,52).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [15] Misale, 2019, KRAS G12C NSCLC models are sensitive to direct targeting of KRAS in combination with PI3K inhibition, Clin Cancer Res source
    • cites [52]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Targeting the PI3K/AKT pathway, which is often activated independently of RAS, may improve the efficacy of KRASG12C inhibitors.

    “For example, a study by Misale et al, suggested that targeting the PI3K/AKT pathway, which is often activated independently of RAS, may improve the efficacy of KRASG12C inhibitors”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] Misale, 2019, KRAS G12C NSCLC models are sensitive to direct targeting of KRAS in combination with PI3K inhibition, Clin Cancer Res source
  • It may state two separate claims as one.

    Premisecitation

    Initial reports of single-agent activity of KRASG12C inhibitors in patients with KRASG12C cancers are promising and support that mutant RAS represents a valid clinical target.

    “The initial reports of single-agent activity of KRASG12C inhibitors in patients with KRASG12C cancers are promising and support that mutant RAS represents a valid clinical target.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16] Govindan, 2019, 446PDPhase I study of AMG 510, a novel molecule targeting KRAS G12C mutant solid tumours, Ann Oncol source
  • It may state two separate claims as one.

    Interpretationown data

    SHP2 is a promising combination partner for KRASG12C inhibitors, capable of abrogating adaptive feedback reactivation from multiple RTKs to maintain RAS pathway suppression and enhance efficacy in vitro and in vivo.

    “Our data support SHP2 as a promising combination partner for KRASG12C inhibitors, capable of abrogating adaptive feedback reactivation from multiple RTKs to maintain RAS pathway suppression and enhance efficacy in vitro and in vivo.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Premisecitation

    In 55 patients with KRASG12C cancers treated with AMG-510, a 24% overall response rate was reported, with 11 responses in 23 NSCLC patients and 1 response in 26 colorectal cancer patients.

    “In 55 patients with KRASG12C cancers treated with the KRASG12C inhibitor AMG-510, a 24% overall response rate was reported, with 11 responses observed in 23 non-small cell lung cancer (NSCLC) patients, but only 1 response seen in 26 colorectal cancer patients(16).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [16] Govindan, 2019, 446PDPhase I study of AMG 510, a novel molecule targeting KRAS G12C mutant solid tumours, Ann Oncol source
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    Determining the most effective clinical strategy may be a critical first step.

    “and determining the most effective clinical strategy may be a critical first step.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    SHP2 inhibitors, either alone or perhaps in combination with specific RTK inhibitors or downstream inhibitors of the RAS-MAPK pathway, could be promising therapeutic strategies for future clinical trials.

    “these data suggest that SHP2 inhibitors, either alone or perhaps in combination with specific RTK inhibitors or downstream inhibitors of the RAS-MAPK pathway, could be promising therapeutic strategies for future clinical trials.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    Vertical inhibition of the RAS pathway, such as combined SHP2 and KRASG12C inhibition, may represent a promising strategy for evaluation in future clinical trials.

    “and that vertical inhibition of the RAS pathway, such as combined SHP2 and KRASG12C inhibition, may represent a promising strategy for evaluation in future clinical trials.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    Combinations may need to focus on improving suppression of RAS signaling by combining KRASG12C inhibitors with agents targeting adaptive feedback-such as RTK inhibitors, SHP2 inhibitors, or perhaps downstream pathway inhibitors (i.e. MEK or ERK).

    “Initially, combinations may need to focus on improving suppression of RAS signaling by combining KRASG12C inhibitors with agents targeting adaptive feedback—such as RTK inhibitors, SHP2 inhibitors, or perhaps downstream pathway inhibitors (i.e. MEK or ERK)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    Strategies to target key resistance mechanisms may improve clinical efficacy.

    “suggesting that strategies to target key resistance mechanisms may improve clinical efficacy.”
    Quote in the paperNot a substantial claim
36 of 36
  • The paper relies on this without support.

    The KRASG12C-mutant cell lines and xenograft models used are representative of KRASG12C-mutant human cancers, so findings generalize to patients.

    “we evaluated the effects of the KRASG12C inhibitor ARS-1620 across a panel of eight KRASG12C-mutant cell lines”
    “SW837 and MIA PaCa-2 cell lines (5×106) were injected into 6–8 week old female athymic nude mice”
  • The paper relies on this without support.

    Effects on cell viability in vitro and xenograft tumor growth in vivo predict clinical efficacy of KRASG12C inhibitor combinations.

    “combined KRASG12C/SHP2 inhibition drove sustained RAS pathway suppression and improved efficacy in vitro and in vivo”
    “highlight the potential importance of vertical inhibition strategies to enhance the clinical efficacy of KRASG12C inhibitors”
  • The paper relies on this without support.

    KRASG12C cycles between a GDP-bound inactive state and a GTP-bound active state.

    “Because KRASG12C actively cycles between its GDP-bound inactive state and its GTP-bound active state”
3 of 3

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • These combinations are mostly cytostatic, limiting the potential for clinical benefit.

    “These combinations, however, are mostly cytostatic, limiting the potential for clinical benefit.”

    From BCL-XL PROTAC degrader DT2216 synergizes with sotorasib in preclinical models of KRASG12C-mutated cancers (2022) · cites this paper as [3]

    The Results section (‘Combined KRASG12C and SHP2 inhibition drives tumor regressions in vivo’; page unavailable) reports tumor regressions in the majority of tumors in both tested models, rather than a merely cytostatic effect. The Discussion describes therapeutic combinations as a way to enhance clinical benefit, while acknowledging that clinical efficacy remains to be established. (LLM, conf=0.88)

    Checked by a reasoning model — may be wrong.

    Experimental — accuracy not yet measured
  • Despite clinical benefit, acquired resistance to single-agent KRASG12C inhibitor therapy eventually occurred in most patients.

    “Despite the clinical benefit that was observed for many patients treated with KRASG12C inhibitors, acquired resistance to single-agent therapy eventually occurred in most patients.”

    From Acquired Resistance to KRAS G12C Inhibition in Cancer (2021) · cites this paper as [15]

    The Discussion (page unavailable) describes promising initial clinical activity with single-agent KRASG12C inhibition and says the durability of benefit may be limited. It does not report that most patients who benefited eventually developed acquired resistance; the clinical figure it gives is an initial response rate, not a rate of acquired resistance. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • The combination of ARS1620 with an ALK inhibitor or FGFR inhibitor has shown effectiveness in H358 and H23 cell lines, but its efficacy is substantially diminished in H1792, SW1463, and SW1573 cell lines.

    “the combination of ARS1620 with an anaplastic lymphoma kinase (ALK) inhibitor or FGFR inhibitor has shown effectiveness in H358 and H23 cell lines, but its efficacy is substantially diminished in H1792, SW1463, and SW1573 cell lines (12).”

    From YAP/TAZ mediates resistance to KRAS inhibitors through inhibiting proapoptosis and activating the SLC7A5/mTOR axis (2024) · cites this paper as [12]

    The Results section (“Adaptive resistance to KRASG12C inhibition is driven by multiple RTKs”; page unavailable) reports that ARS-1620 combinations with RTK inhibitors had heterogeneous effects, and that SW1463 was less dependent on FGFR signaling than on EGFR/HER signaling. It does not establish the claimed effectiveness of ALK- or FGFR-inhibitor combinations in H358 and H23, or substantially diminished efficacy in all three named comparator lines. (LLM, conf=0.82)

    Experimental — accuracy not yet measured
  • Vertical inhibition of EGFR and SHP-2 suppresses feedback reactivation and has stronger antitumor effects than monotherapy.

    “Previous studies have shown that vertical inhibition of EGFR and SHP-2 (upstream RAS molecules), suppresses feedback reactivation and has stronger antitumor effects than monotherapy (8,27).”

    From Cetuximab Enhances the Efficacy of MRTX1133, a Novel KRASG12DInhibitor, in Colorectal Cancer Treatment (2023) · cites this paper as [27]

    The Results sections report that combining a KRASG12C inhibitor with SHP2 inhibition reduced feedback reactivation and produced significantly stronger antitumor effects than either agent alone in xenograft models. The paper also tests EGFR/HER inhibition with a KRASG12C inhibitor, but does not establish that inhibiting EGFR and SHP2 together produces those effects. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • KRAS G12C inhibition produces substantially different outcomes in NSCLC and CRC, largely due to lineage-specific feedback regulation.

    “For example, KRAS G12C inhibition produces substantially different outcomes in NSCLC and CRC, largely due to lineage-specific feedback regulation [23,26,27,28,32].”

    From Precision Targeting of KRAS-Mutant Cancers: Beyond G12C Toward G12D and Pan-RAS Therapeutic Strategies (2026) · cites this paper as [26]

    The Discussion (page not provided) reports markedly different AMG-510 responses in NSCLC (11/23) and colorectal cancer (1/26) and says the pattern is consistent with adaptive resistance. The Results show heterogeneous feedback across KRASG12C models, but the paper does not establish that lineage-specific feedback is largely responsible for the clinical difference. (LLM, conf=0.84)

    Experimental — accuracy not yet measured

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Metadata

Authors
Ryan, M. B., Fece de la Cruz, F., Phat, S., Myers, D. T., Wong, E., Shahzade, H. A., Hong, C. B., & Corcoran, R. B.
Affiliations
  • Harvard University (US)
  • 1Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
Corresponding author
Corcoran, Ryan B.
Venue
Clinical Cancer Research
Published
2020-04-01
Volume
26
Issue
7
Pages
1633-1643
ISSN
  • 1078-0432 (ISSN-L)
  • 1557-3265
OpenAlex
W2990053855
Cited by
496
References
54
Citations by year
2026: 77 · 2025: 78 · 2024: 88 · 2023: 73 · 2022: 73 · 2021: 77 · 2020: 29
FWCI
14.88
Type
journal article
Language
en
Open access
closed
Locations
  • Clinical Cancer Research (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • NIH NCI (P50 CA127003,, R01CA208437, U54CA224068)
  • Stand Up To Cancer (SU2C-AACR-DT22-17)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Kinase Regulation and GTPase Signaling
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Melanoma and MAPK Pathways
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Tyrosine Phosphatases
Keywords
KRAS G12C, KRAS inhibitors, sotorasib, adaptive resistance, receptor tyrosine kinase signaling, SHP2 inhibition, MEK/ERK inhibitor, combination therapy, Ras isoforms
MeSH terms
Feedback, Humans, Mutation, Oncogenes, Piperazines, Pyridines, Pyrimidines, Proto-Oncogene Proteins p21(ras), Protein Kinase Inhibitors

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-09-28, under version 3 of the claim definition (prompt extract-v3).

A second model labelled each claim on 2026-09-28 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (gpt-6-sol).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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