Abstract
Although oncogenic driver mutations in RAS occur in 20% of cancers, heterogeneity in the biologic outputs of different RAS mutants has hampered efforts to develop effective treatments for RAS-mutated cancers. In this issue of Science Signaling, Huynh et al. show that even among KRASQ61 mutants, the specific amino acid that is substituted substantially affects mutant KRAS biologic activity and oncogenicity.
The genes KRAS, NRAS, and HRAS encode four highly homologous protein isoforms: KRAS4B, KRAS4A, NRAS, and HRAS. Whereas 85% of RAS mutations occur in KRAS, mutations in NRAS and HRAS also drive oncogenesis. RAS-mutated cancers respond poorly to standard chemotherapy, and for over 40 years, scientists have searched for adequate approaches to treating RAS-mutated cancers. At each stage, we have learned that not all RAS mutants are equal—that RAS is not necessarily RAS. This lesson was first learned when developing and testing farnesyl transferase inhibitors (FTIs) as anti-RAS therapeutics. RAS proteins are lipid-modified by farnesylation in their C-terminal CAAX motif before membrane localization. However, although FTIs showed preclinical promise in HRAS-mutated cancer, they had no benefit in clinical trials for KRAS-mutated pancreatic cancer. Subsequent analysis revealed that FTIs uniquely inhibit HRAS; KRAS and NRAS can be alternatively geranylgeranylated and thus are resistant to FTIs. This first lesson, that all RAS proteins do not have equal biochemical regulation, has affected subsequent efforts to understand the biology of mutated RAS. RAS isoforms show unique biological activities toward their main effector kinases, PI3K and RAF. Compared to HRAS, mutant KRAS is a weak activator of PI3K signaling—it requires wild-type RAS activation, induced by upstream signaling through the guanine nucleotide exchange factor SOS2, to fully activate PI3K (1)—but strongly activates RAF (BRAF, CRAF, and ARAF) through high-affinity interactions (2). HRAS strongly interacts only with CRAF, making HRAS-mutated cancers uniquely sensitive to CRAF deletion (Fig. 1A) (2). NRAS shows an intermediate phenotype; mutant NRAS-PI3K signaling is augmented by SOS2 (1) and has moderate affinity for ARAF and BRAF (2). Thus, KRAS is not NRAS is not HRAS.
Fig. 1. Heterogeneity in the biologic activity of mutant RAS exists at multiple levels.

(A) Mutant RAS family members show differential sensitivities to FTIs and differential transduction to RAF-MEK-ERK (1, 2) versus PI3K-AKT (1) pathways. (B) In KRAS, hotspot mutants use different mechanisms to alter GTP/GDP cycling (3) and increase RASGTP levels. These differences affect both sensitivity to proximal RTK pathway inhibitors (4) and the extent of ERK activation (5, 7, 10). Increasing ERK signaling enhances oncogenicity in G13 and G12 mutants but may induce oncogenic stress in Q61 mutants to limit oncogenicity (5–7, 10). (C) Focusing further still on Q61 specifically, the various KRASQ61 mutant alleles show relative abundancies that can be classified as common (Q61H, Q61L, and Q61R), less common (Q61K), or rare (Q61E and Q61P) (7). Expression of the common Q61 mutants induces transformation by increasing KRAS-dependent cell metabolism and destabilizing actin stress fibers (7), whereas rare Q61P/Q61E mutants are nontransforming (7). Although Q61K is also transforming, its expression is inhibited by a rare cryptic splice donor site and requires a silent (G60G) co-mutation to be expressed (8). These defects in either expression (Q61K) or biologic activity (Q61P/Q61E) help explain why these Q61 mutant alleles occur in cancers less frequently than would be predicted on the basis of mutational spectra of each cancer type.
Oncogenic KRAS mutations (98%) occur at one of three mutational hotspots—Gly12, Gly13, or Gln61 (commonly referred to as G12, G13, or Q61)—that dysregulate RAS GTP/GDP cycling to promote RASGTP loading. The mechanism leading to increased RASGTP is unique to each hotspot (3), and these differences have therapeutic implications for targeting RAS-mutated cancers. Whereas mutations at all three hotspots decrease GTP hydrolysis, Q61 mutants show markedly reduced intrinsic hydrolysis compared to G12 and G13 mutants and are thus relatively insensitive to upstream inhibition of SOS1 or SHP2 (4). In contrast, although G13 mutants show increased intrinsic nucleotide exchange, they are weaker oncogenes than G12 or Q61 mutants due to an open, disordered, and unstable active site (5), an effect that may account for the less-than-expected frequency of KRASG13-mutated cancers (Fig. 1B) (6). Thus, among KRAS mutants, G12 is not G13 is not Q61.
Huynh et al. (7) add to the growing body of evidence that a third level of specificity, allele and/or tissue specificity, regulates the biological activity of KRAS-mutated cancers. By comparing predicted versus observed frequencies of Q61 mutant alleles [Glu (E), His (H), Lys (K), Leu (L), Pro (P), and Arg (R)] within the pool of KRASQ61-mutated tumors, the authors found substantial deviation between the expected and actual mutation frequencies for several Q61 mutants indicative of a more dynamic process of tumor initiation than could be explained by random mutagenesis. In general, Q61H, Q61L, and Q61R mutations occurred as, or more frequently than, expected, whereas Q61K, Q61P, and Q61E mutations were rare and less frequent. Although not explored by Huynh et al., another study, revealing the induction of a splice donor site and requirement of a silent co-mutation (8), helps explain the low frequency of Q61K-mutated tumors despite its high biological activity.
The authors further explored five of these mutant alleles and found that, when expressed in immortalized fibroblasts or pancreatic cells, Q61H, Q61L, and Q61R mutants were transforming, whereas Q61P and Q61E mutants were not, which may account for their low frequency in tumors. Intriguingly, the authors found that these differences were not due to changes in nucleotide exchange, effector binding, or RAF-MEK-ERK pathway activation. Instead, they found that cells expressing transforming mutants had greater metabolic function and fewer F-actin stress fibers than those expressing nontransforming mutants (Fig. 1C).
The variance in biological outcomes for allelic Q61 mutants is similar to an observation previously reported by the Der laboratory where, in pancreatic cancer, G12R-mutant KRAS showed unique biology compared to G12D and G12V mutants (9); G12R showed defective PI3Kα signaling and was thus unable to induce KRAS-dependent macropinocytosis or suppress autophagy compared to G12D and G12V mutants. Further, whereas KRASG12R cells showed enhanced sensitivity to inhibitors of MEK-ERK signaling or of autophagy as single agents, combination therapy was additive, in contrast to the strong synergy seen in KRASG12D/V cells. Thus, even among Q61 or among G12 alleles, Q61H is not Q61E, G12D is not G12R, etc.
KRASQ61-mutated cancers occur much less frequently than would be expected on the basis of mutational signatures (6). Huynh et al. provide insight into the relative paucity of KRASQ61-mutated pancreatic cancers. Compared to G12D, Q61-mutant cells exhibited increased RAF-MEK-ERK pathway activation (7), likely due to both a decrease in KRAS GTP hydrolysis and an increase in nucleotide exchange (3). This increased oncogenic stress may enhance both senescence and apoptotic signaling, thereby reducing the oncogenicity of Q61 mutants compared to G12 mutants (10). Alternatively, Q61 mutants stimulated macropinocytosis to a lesser extent than did G12D; thus, reduced nutrient availability may contribute to the relative lack of KRASQ61-mutated pancreatic cancers (7). Despite these signaling changes, the authors found that, similar to G12D/V-mutated cells, combined inhibition of both ERK and autophagy showed modest synergy and effectively killed KRASQ61-mutated pancreatic cancer cells, giving further support for exploring this treatment regimen in PDAC.
Studying the unique biological effects of RAS mutations among RAS family members, RAS hotspot mutations, and individual mutant RAS alleles is essential to understanding therapeutic vulnerabilities in RAS-mutated cancers. RAS mutants with decreased oncogenicity may have greater dependency on secondary mutations (7, 10) or require tissue-specific signaling environments to promote cancer growth (9). These secondary changes can create a heterogeneous signaling environment that may subsequently alter therapeutic efficacy. Careful characterization of RAS mutants with respect to allele and tissue specificity is imperative to the successful pursuit of targeting RAS in cancer.
Acknowledgments:
We thank B. Daley for comments and reading of the manuscript.
Funding:
The Kortum laboratory is supported by funding from the NCI (1R01CA255232 and 1R21CA267515), the CDMRP Lung Cancer Research Program (LC180213 and LC210123), and a CRADA from Boehringer Ingelheim. The opinions and assertions expressed herein are those of the authors and are not to be construed as reflecting the views of Uniformed Services University of the Health Sciences or the United States Department of Defense.
Competing interests:
The Kortum laboratory receives funding from Boehringer Ingelheim to study SOS1 as a therapeutic target in RAS-mutated cancers.
REFERENCES AND NOTES
- 1.Sheffels E, Sealover NE, Wang C, Kim DH, Vazirani IA, Lee E, Terrell EM, Morrison DK, Luo J, Kortum RL, Oncogenic RAS isoforms show a hierarchical requirement for the guanine nucleotide exchange factor SOS2 to mediate cell transformation. Sci. Signal 11, eaar8371 (2018). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Terrell EM, Durrant DE, Ritt DA, Sealover NE, Sheffels E, Spencer-Smith R, Esposito D, Zhou Y, Hancock JF, Kortum RL, Morrison DK, Distinct binding preferences between Ras and Raf family members and the impact on oncogenic Ras signaling. Mol. Cell 76, 872–884.e5 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Hunter JC, Manandhar A, Carrasco MA, Gurbani D, Gondi S, Westover KD, Biochemical and structural analysis of common cancer-associated KRAS mutations. Mol. Cancer Res 13, 1325–1335 (2015). [DOI] [PubMed] [Google Scholar]
- 4.Hofmann MH, Gmachl M, Ramharter J, Savarese F, Gerlach D, Marszalek JR, Sanderson MP, Kessler D, Trapani F, Arnhof H, Rumpel K, Botesteanu DA, Ettmayer P, Gerstberger T, Kofink C, Wunberg T, Zoephel A, Fu SC, Teh JL, Böttcher J, Pototschnig N, Schachinger F, Schipany K, Lieb S, Vellano CP, O’Connell JC, Mendes RL, Moll J, Petronczki M, Heffernan TP, Pearson M, McConnell D, Kraut N, BI-3406, a potent and selective SOS1-KRAS interaction inhibitor, is effective in KRAS-driven cancers through combined MEK inhibition. Cancer Discov. 11, 142–157 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Johnson CW, Lin Y-J, Reid D, Parker J, Pavlopoulos S, Dischinger P, Graveel C, Aguirre AJ, Steensma M, Haigis KM, Isoform-specific destabilization of the active site reveals a molecular mechanism of intrinsic activation of KRas G13D. Cell Rep. 28, 1538–1550.e7 (2019). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Cook JH, Melloni GEM, Gulhan DC, Park PJ, Haigis KM, The origins and genetic interactions of KRAS mutations are allele- and tissue-specific. Nat. Commun 12, 1808 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Huynh MV, Hobbs GA, Schaefer A, Pierobon M, Carey LM, Diehl JN, DeLiberty JM, Thurman RD, Cooke AR, Goodwin CM, Cook JH, Lin L, Waters AM, Rashid NU, Petricoin III EF, Campbell SL, Haigis KM, Simeone DM, Lyssiotis CA, Cox AD, Der CJ, Functional and biological heterogeneity of KRASQ61 mutations. Sci. Signal 15, eabn2694 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Kobayashi Y, Chhoeu C, Li J, Price KS, Kiedrowski LA, Hutchins JL, Hardin AI, Wei Z, Hong F, Bahcall M, Gokhale PC, Jänne PA, Silent mutations reveal therapeutic vulnerability in RAS Q61 cancers. Nature 603, 335–342 (2022). [DOI] [PubMed] [Google Scholar]
- 9.Hobbs GA, Baker NM, Miermont AM, Thurman RD, Pierobon M, Tran TH, Anderson AO, Waters AM, Diehl JN, Papke B, Hodge RG, Klomp JE, Goodwin CM, DeLiberty JM, Wang J, Ng RWS, Gautam P, Bryant KL, Esposito D, Campbell SL, Petricoin III EF, Simanshu DK, Aguirre AJ, Wolpin BM, Wennerberg K, Rudloff U, Cox AD, der CJ, Atypical KRASG12R mutant is impaired in PI3K signaling and macropinocytosis in pancreatic cancer. Cancer Discov. 10, 104–123 (2020). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Li S, Counter CM, Signaling levels mold the RAS mutation tropism of urethane. eLife 10, e67172 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
