The Importance of STK11/LKB1 Assessment in Non-Small Cell Lung Carcinomas
Abstract
:1. Introduction
2. The Double-Edged Sword of STK11 in Cancer Cell Metabolism
3. STK11 and Associated Genomic Alterations in Lung Cancer
4. STK11 as a Prognostic Biomarker in Lung Cancer
5. STK11 as a Predictive Biomarker for the Therapy Response in Lung Cancer
6. Potential Treatments Targeting STK11 Mutations in Lung Cancer
7. Assessment of the STK11 Status in Lung Cancer
8. Integrating the STK11 Mutation Status in the Treatment of Lung Cancer
9. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Howlader, N.; Forjaz, G.; Mooradian, M.J.; Meza, R.; Kong, C.Y.; Cronin, K.A.; Mariotto, A.B.; Lowy, D.R.; Feuer, E.J. The Effect of Advances in Lung-Cancer Treatment on Population Mortality. New Engl. J. Med. 2020, 383, 640–649. [Google Scholar] [CrossRef] [PubMed]
- Yang, C.-Y.; Yang, J.C.-H.; Yang, P.-C. Precision Management of Advanced Non-Small Cell Lung Cancer. Annu. Rev. Med. 2020, 71, 117–136. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Borghaei, H.; Paz-Ares, L.; Horn, L.; Spigel, D.R.; Steins, M.; Ready, N.E.; Chow, L.Q.; Vokes, E.E.; Felip, E.; Holgado, E.; et al. Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer. N. Engl. J. Med. 2015, 373, 1627–1639. [Google Scholar] [CrossRef] [PubMed]
- Brahmer, J.; Reckamp, K.L.; Baas, P.; Crinò, L.; Eberhardt, W.E.; Poddubskaya, E.; Antonia, S.; Pluzanski, A.; Vokes, E.E.; Holgado, E.; et al. Nivolumab versus Docetaxel in Advanced Squamous-Cell Non-Small-Cell Lung Cancer. N. Engl. J. Med. 2015, 373, 123–135. [Google Scholar] [CrossRef] [Green Version]
- Cho, C.B.; Gilberto, L.; Kowalski, D.M.; Kasahara, K.; Wu, Y.-L.; Castro, G., Jr.; Turna, H.Z.; Cristescu, R.; Aurora-Garg, D.; Loboda, A.; et al. CT084—Relationship between STK11 and KEAP1 Mutational Status and Efficacy in KEYNOTE-042: Pembrolizumab Monotherapy Versus Platinum-Based Chemotherapy as Fist-Line Therapy for PD-L1-Positive Advanced NSCLC. AACR 2020. Available online: https://www.abstractsonline.com/pp8/#!/9045/presentation/10785 (accessed on 3 January 2021).
- Hellmann, M.D.; Nathanson, T.; Liu, C.; Sauter, J.L.; Rekhtman, N.; Chang, E.; Callahan, M.K.; Chaft, J.E.; Voss, M.H.; Tenet, M.; et al. Genomic Features of Response to Combination Immunotherapy in Patients with Advanced Non-Small-Cell Lung Cancer. Cancer Cell 2018, 33, 843–852. [Google Scholar] [CrossRef] [Green Version]
- Herbst, R.S.; Baas, P.; Kim, D.-W.; Felip, E.; Pérez-Gracia, J.L.; Han, J.-Y.; Molina, J.; Kim, J.-H.; Arvis, C.D.; Ahn, M.-J.; et al. Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): A randomised controlled trial. Lancet 2016, 387, 1540–1550. [Google Scholar] [CrossRef]
- Passiglia, F.; Cappuzzo, F.; Alabiso, O.; Bettini, A.C.; Bidoli, P.; Chiari, R.; Defferrari, C.; Delmonte, A.; Finocchiaro, G.; Francini, G.; et al. Efficacy of nivolumab in pre-treated non-small-cell lung cancer patients harbouring KRAS mutations. Br. J. Cancer 2019, 120, 57–62. [Google Scholar] [CrossRef] [Green Version]
- Reck, M.; Rodríguez-Abreu, D.; O’Brien, M.; Rao, S.; Hotta, K.; Vandormael, K.; Riccio, A.; Yang, J.; Pietanza, M.C.; Brahmer, J.R.; et al. Updated Analysis of KEYNOTE-024: Pembrolizumab Versus Platinum-Based Chemotherapy for Advanced Non-Small-Cell Lung Cancer With PD-L1 Tumor Proportion Score of 50% or Greater. J. Clin. Oncol. 2019, 37, 537–546. [Google Scholar] [CrossRef]
- Reuss, J.E.; Anagnostou, V.; Cottrell, T.R.; Smith, K.N.; Verde, F.; Zahurak, M.; Lanis, M.; Murray, J.C.; Chan, H.Y.; McCarthy, C.; et al. Neoadjuvant nivolumab plus ipilimumab in resectable non-small cell lung cancer. J. Immunother. Cancer 2020, 8, e001282. [Google Scholar] [CrossRef]
- Rittmeyer, A.; Barlesi, F.; Waterkamp, D.; Park, K.; Ciardiello, F.; Von Pawel, J.; Gadgeel, S.M.; Hida, T.; Kowalski, D.M.; Dols, M.C.; et al. Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): A phase 3, open-label, multicentre randomised controlled trial. Lancet 2017, 389, 255–265. [Google Scholar] [CrossRef]
- Bodor, J.N.; Boumber, Y.; Borghaei, H. Biomarkers for immune checkpoint inhibition in non-small cell lung cancer (NSCLC). Cancer 2020, 126, 260–270. [Google Scholar] [CrossRef] [PubMed]
- Russo, A.; McCusker, M.G.; Scilla, K.A.; Arensmeyer, K.E.; Mehra, R.; Adamo, V.; Rolfo, C. Immunotherapy in Lung Cancer: From a Minor God to the Olympus. Adv. Exp. Med. Biol. 2020, 1244, 69–92. [Google Scholar] [CrossRef] [PubMed]
- Sanmamed, M.F.; Eguren-Santamaria, I.; Schalper, K.A. Overview of Lung Cancer Immunotherapy. Cancer J. 2020, 26, 473–484. [Google Scholar] [CrossRef] [PubMed]
- Wang, F.; Wang, S.; Zhou, Q. The Resistance Mechanisms of Lung Cancer Immunotherapy. Front. Oncol. 2020, 10, 568059. [Google Scholar] [CrossRef]
- Palmisano, A.; Krushkal, J.; Li, M.-C.; Fang, J.; Sonkin, D.; Wright, G.; Yee, L.; Zhao, Y.; McShane, L.M. Bioinformatics Tools and Resources for Cancer Immunotherapy Study. Methods Mol. Biol. 2020, 2055, 649–678. [Google Scholar] [CrossRef]
- Prokop, J.W.; May, T.; Strong, K.; Bilinovich, S.M.; Bupp, C.; Rajasekaran, S.; Worthey, E.A.; Lazar, J. Genome sequencing in the clinic: The past, present, and future of genomic medicine. Physiol. Genom. 2018, 50, 563–579. [Google Scholar] [CrossRef]
- Rappoport, N.; Shamir, R. Multi-omic and multi-view clustering algorithms: Review and cancer benchmark. Nucleic Acids Res. 2018, 46, 10546–10562. [Google Scholar] [CrossRef]
- Yohe, S.; Thyagarajan, B. Review of Clinical Next-Generation Sequencing. Arch. Pathol. Lab. Med. 2017, 141, 1544–1557. [Google Scholar] [CrossRef] [Green Version]
- Barnes, T.A.; Amir, E. HYPE or HOPE: The prognostic value of infiltrating immune cells in cancer. Br. J. Cancer 2018, 118, e5. [Google Scholar] [CrossRef] [Green Version]
- Berland, L.; Heeke, S.; Humbert, O.; Macocco, A.; Long-Mira, E.; Lassalle, S.; Lespinet-Fabre, V.; Lalvée, S.; Bordone, O.; Cohen, C.; et al. Current views on tumor mutational burden in patients with non-small cell lung cancer treated by immune checkpoint inhibitors. J. Thorac. Dis. 2019, 11, S71–S80. [Google Scholar] [CrossRef]
- Bettegowda, C.; Sausen, M.; Leary, R.J.; Kinde, I.; Wang, Y.; Agrawal, N.; Bartlett, B.R.; Wang, H.; Luber, B.; Alani, R.M.; et al. Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies. Sci. Transl. Med. 2014, 6, 224ra24. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Camidge, D.R.; Doebele, R.C.; Kerr, K.M. Comparing and contrasting predictive biomarkers for immunotherapy and targeted therapy of NSCLC. Nat. Rev. Clin. Oncol. 2019, 16, 341–355. [Google Scholar] [CrossRef] [PubMed]
- Danaher, P.; Warren, S.; Lu, R.; Samayoa, J.; Sullivan, A.; Pekker, I.; Wallden, B.; Marincola, F.M.; Cesano, A. Pan-cancer adaptive immune resistance as defined by the Tumor Inflammation Signature (TIS): Results from The Cancer Genome Atlas (TCGA). J. Immunother. Cancer 2018, 6, 63. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Davis, A.A.; Patel, V. The role of PD-L1 expression as a predictive biomarker: An analysis of all US Food and Drug Administration (FDA) approvals of immune checkpoint inhibitors. J. Immunother. Cancer 2019, 7, 278. [Google Scholar] [CrossRef] [PubMed]
- Goldberg, S.B.; Narayan, A.; Kole, A.J.; Decker, R.H.; Teysir, J.; Carriero, N.J.; Lee, A.; Nemati, R.; Nath, S.K.; Mane, S.M.; et al. Early Assessment of Lung Cancer Immunotherapy Response via Circulating Tumor DNA. Clin. Cancer Res. 2018, 24, 1872–1880. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hofman, P.; Heeke, S.; Alix-Panabières, C.; Pantel, K. Liquid biopsy in the era of immuno-oncology: Is it ready for prime-time use for cancer patients? Ann. Oncol. 2019, 30, 1448–1459. [Google Scholar] [CrossRef] [Green Version]
- Ni, L.; Lu, J. Interferon gamma in cancer immunotherapy. Cancer Med. 2018, 7, 4509–4516. [Google Scholar] [CrossRef]
- Schalper, K.A.; Brown, J.; Carvajal-Hausdorf, D.; McLaughlin, J.; Velcheti, V.; Syrigos, K.N.; Herbst, R.S.; Rimm, D.L. Objective Measurement and Clinical Significance of TILs in Non-Small Cell Lung Cancer. J. Natl. Cancer Inst. 2015, 107, 435. [Google Scholar] [CrossRef] [Green Version]
- Silva, E.M.; Mariano, V.S.; Pastrez, P.R.A.; Pinto, M.C.; Castro, A.G.; Syrjanen, K.J.; Longatto-Filho, A. High systemic IL-6 is associated with worse prognosis in patients with non-small cell lung cancer. PLoS ONE 2017, 12, e0181125. [Google Scholar] [CrossRef]
- Sun, R.; Limkin, E.J.; Vakalopoulou, M.; Dercle, L.; Champiat, S.; Han, S.R.; Verlingue, L.; Brandao, D.; Lancia, A.; Ammari, S.; et al. A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: An imaging biomarker, retrospective multicohort study. Lancet Oncol. 2018, 19, 1180–1191. [Google Scholar] [CrossRef]
- Chen, G.; Huang, A.C.; Zhang, W.; Zhang, G.; Wu, M.; Xu, W.; Yu, Z.; Yang, J.; Wang, B.; Sun, H.; et al. Exosomal PD-L1 contributes to immunosuppression and is associated with anti-PD-1 response. Nature 2018, 560, 382–386. [Google Scholar] [CrossRef] [PubMed]
- Chen, J.; Jiang, C.C.; Jin, L.; Zhang, X.D. Regulation of PD-L1: A novel role of pro-survival signalling in cancer. Ann. Oncol. 2016, 27, 409–416. [Google Scholar] [CrossRef] [PubMed]
- Heeke, S.; Hofman, P. Tumor mutational burden assessment as a predictive biomarker for immunotherapy in lung cancer patients: Getting ready for prime-time or not? Transl. Lung Cancer Res. 2018, 7, 631–638. [Google Scholar] [CrossRef] [PubMed]
- Higgs, B.W.; Morehouse, C.A.; Streicher, K.; Brohawn, P.; Pilataxi, F.; Gupta, A.; Ranade, K. Interferon Gamma Messenger RNA Signature in Tumor Biopsies Predicts Outcomes in Patients with Non-Small Cell Lung Carcinoma or Urothelial Cancer Treated with Durvalumab. Clin. Cancer Res. 2018, 24, 3857–3866. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ilie, M.; Hofman, V.; Dietel, M.; Soria, J.-C.; Hofman, P. Assessment of the PD-L1 status by immunohistochemistry: Challenges and perspectives for therapeutic strategies in lung cancer patients. Virchows Arch. 2016, 468, 511–525. [Google Scholar] [CrossRef]
- Liu, L.; Ruiz, J.; O’Neill, S.S.; Grant, S.C.; Petty, W.J.; Yang, M.; Chen, K.; Topaloglu, U.; Pasche, B.; Zhang, W. Favorable outcome of patients with lung adenocarcinoma harboring POLE mutations and expressing high PD-L1. Mol. Cancer 2018, 17, 81. [Google Scholar] [CrossRef]
- Möller, M.; Turzer, S.; Schütte, W.; Seliger, B.; Riemann, D. Blood Immune Cell Biomarkers in Patient with Lung Cancer Undergoing Treatment with Checkpoint Blockade. J. Immunother. 2020, 43, 57–66. [Google Scholar] [CrossRef]
- Peng, W.; Chen, J.Q.; Liu, C.; Malu, S.; Creasy, C.; Tetzlaff, M.T.; Xu, C.; McKenzie, J.A.; Zhang, C.; Liang, X.; et al. Loss of PTEN Promotes Resistance to T Cell-Mediated Immunotherapy. Cancer Discov. 2016, 6, 202–216. [Google Scholar] [CrossRef] [Green Version]
- Prelaj, A.; Tay, R.; Ferrara, R.; Chaput, N.; Besse, B.; Califano, R. Predictive biomarkers of response for immune checkpoint inhibitors in non-small-cell lung cancer. Eur. J. Cancer 2019, 106, 144–159. [Google Scholar] [CrossRef]
- Reuben, A.; Zhang, J.; Chiou, S.-H.; Gittelman, R.M.; Li, J.; Lee, W.-C.; Fujimoto, J.; Behrens, C.; Liu, X.; Wang, F.; et al. Comprehensive T cell repertoire characterization of non-small cell lung cancer. Nat. Commun. 2020, 11, 603. [Google Scholar] [CrossRef] [Green Version]
- Rizvi, H.; Sanchez-Vega, F.; La, K.; Chatila, W.; Jonsson, P.; Halpenny, D.; Plodkowski, A.; Long, N.; Sauter, J.L.; Rekhtman, N.; et al. Molecular Determinants of Response to Anti-Programmed Cell Death (PD)-1 and An-ti-Programmed Death-Ligand 1 (PD-L1) Blockade in Patients with Non-Small-Cell Lung Cancer Profiled with Targeted Next-Generation Sequencing. J. Clin. Oncol. 2018, 36, 633–641. [Google Scholar] [CrossRef] [PubMed]
- Samstein, R.M.; Lee, C.-H.; Shoushtari, A.N.; Hellmann, M.D.; Shen, R.; Janjigian, Y.Y.; Barron, D.A.; Zehir, A.; Jordan, E.J.; Omuro, A.; et al. Tumor mutational load predicts survival after immunotherapy across multiple cancer types. Nat. Genet. 2019, 51, 202–206. [Google Scholar] [CrossRef] [PubMed]
- Singal, G.; Miller, P.G.; Agarwala, V.; Li, G.; Kaushik, G.; Backenroth, D.; Gossai, A.; Frampton, G.M.; Torres, A.Z.; Lehnert, E.M.; et al. Association of Patient Characteristics and Tumor Genomics with Clinical Outcomes Among Patients with Non-Small Cell Lung Cancer Using a Clinicogenomic Database. JAMA 2019, 321, 1391–1399. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Song, Z.; Cheng, G.; Xu, C.; Wang, W.; Shao, Y.; Zhang, Y. Clinicopathological characteristics of POLE mutation in patients with non-small-cell lung cancer. Lung Cancer 2018, 118, 57–61. [Google Scholar] [CrossRef]
- Spranger, S.; Gajewski, T.F. Impact of oncogenic pathways on evasion of antitumour immune responses. Nat. Rev. Cancer 2018, 18, 139–147. [Google Scholar] [CrossRef]
- Subudhi, S.K.; Aparicio, A.; Gao, J.; Zurita, A.J.; Araujo, J.C.; Logothetis, C.J.; Tahir, S.A.; Korivi, B.R.; Slack, R.S.; Vence, L.; et al. Clonal expansion of CD8 T cells in the systemic circulation precedes development of ipilimumab-induced toxicities. Proc. Natl. Acad. Sci. USA 2016, 113, 11919–11924. [Google Scholar] [CrossRef] [Green Version]
- Wang, F.; Zhao, Q.; Wang, Y.-N.; Jin, Y.; He, M.-M.; Liu, Z.-X.; Xu, R.-H. Evaluation of POLE and POLD1 Mutations as Biomarkers for Immunotherapy Outcomes Across Multiple Cancer Types. JAMA Oncol. 2019, 5, 1504–1506. [Google Scholar] [CrossRef] [Green Version]
- Zer, A.; Sung, M.R.; Walia, P.; Khoja, L.; Maganti, M.; Labbe, C.; Shepherd, F.A.; Bradbury, P.A.; Feld, R.; Liu, G.; et al. Correlation of Neutrophil to Lymphocyte Ratio and Absolute Neutrophil Count with Outcomes with PD-1 Axis Inhibitors in Patients with Advanced Non-Small-Cell Lung Cancer. Clin. Lung Cancer 2018, 19, 426–434. [Google Scholar] [CrossRef]
- Aredo, J.V.; Padda, S.K.; Kunder, C.A.; Han, S.S.; Neal, J.W.; Shrager, J.B.; Wakelee, H.A. Impact of KRAS mutation subtype and concurrent pathogenic mutations on non-small cell lung cancer outcomes. Lung Cancer 2019, 133, 144–150. [Google Scholar] [CrossRef]
- Kwack, W.G.; Shin, S.Y.; Lee, S.H. Primary Resistance to Immune Checkpoint Blockade in an STK11/TP53/KRAS-Mutant Lung Adenocarcinoma with High PD-L1 Expression. Oncol. Targets Ther. 2020, 13, 8901–8905. [Google Scholar] [CrossRef]
- Shire, N.J.; Klein, A.B.; Golozar, A.; Collins, J.M.; Fraeman, K.H.; Nordstrom, B.L.; McEwen, R.; Hembrough, T.; Rizvi, N.A. STK11 (LKB1) mutations in metastatic NSCLC: Prognostic value in the real world. PLoS ONE 2020, 15, e0238358. [Google Scholar] [CrossRef] [PubMed]
- Skoulidis, F.; Goldberg, M.E.; Greenawalt, D.M.; Hellmann, M.D.; Awad, M.M.; Gainor, J.F.; Schrock, A.B.; Hartmaier, R.J.; Trabucco, S.E.; Gay, L.; et al. STK11/LKB1 Mutations and PD-1 Inhibitor Resistance in KRAS-Mutant Lung Adenocarcinoma. Cancer Discov. 2018, 8, 822–835. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wang, H.; Guo, J.; Shang, X.; Wang, Z. Less immune cell infiltration and worse prognosis after immunotherapy for patients with lung adenocarcinoma who harbored STK11 mutation. Int. Immunopharmacol. 2020, 84, 106574. [Google Scholar] [CrossRef] [PubMed]
- Della Corte, C.M.; Byers, L.A. Evading the STING: LKB1 Loss Leads to STING Silencing and Immune Escape in KRAS-Mutant Lung Cancers. Cancer Discov. 2019, 9, 16–18. [Google Scholar] [CrossRef] [Green Version]
- Koyama, S.; Akbay, E.A.; Li, Y.Y.; Aref, A.R.; Skoulidis, F.; Herter-Sprie, G.S.; Buczkowski, K.A.; Liu, Y.; Awad, M.M.; Denning, W.L.; et al. STK11/LKB1 Deficiency Promotes Neutrophil Recruitment and Proinflammatory Cytokine Production to Suppress T-cell Activity in the Lung Tumor Microenvironment. Cancer Res. 2016, 76, 999–1008. [Google Scholar] [CrossRef] [Green Version]
- Skoulidis, F.; Heymach, J.V. Co-occurring genomic alterations in non-small-cell lung cancer biology and therapy. Nat. Rev. Cancer 2019, 19, 495–509. [Google Scholar] [CrossRef]
- Mosele, F.; Remon, J.; Mateo, J.; Westphalen, C.; Barlesi, F.; Lolkema, M.; Normanno, N.; Scarpa, A.; Robson, M.; Meric-Bernstam, F.; et al. Recommendations for the use of next-generation sequencing (NGS) for patients with metastatic cancers: A report from the ESMO Precision Medicine Working Group. Ann. Oncol. 2020, 31, 1491–1505. [Google Scholar] [CrossRef]
- Ciccarese, F.; Zulato, E.; Indraccolo, S. LKB1/AMPK Pathway and Drug Response in Cancer: A Therapeutic Perspective. Oxidative Med. Cell. Longev. 2019, 2019, 1–16. [Google Scholar] [CrossRef] [Green Version]
- Kullmann, L.; Krahn, M.P. Controlling the master—upstream regulation of the tumor suppressor LKB1. Oncogene 2018, 37, 3045–3057. [Google Scholar] [CrossRef]
- Li, T.-T.; Zhu, H.-B. LKB1 and cancer: The dual role of metabolic regulation. Biomed. Pharmacother. 2020, 132, 110872. [Google Scholar] [CrossRef]
- Bonanno, S.; Zulato, E.; Pavan, A.; Attili, I.; Pasello, G.; Conte, P.; Indraccolo, S. LKB1 and Tumor Metabolism: The Interplay of Immune and Angiogenic Microenvironment in Lung Cancer. Int. J. Mol. Sci. 2019, 20, 1874. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hardie, D.G. AMP-activated protein kinase: An energy sensor that regulates all aspects of cell function. Genes Dev. 2011, 25, 1895–1908. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shaw, R.J.; Kosmatka, M.; Bardeesy, N.; Hurley, R.L.; Witters, L.A.; Depinho, R.A.; Cantley, L.C. The tumor suppressor LKB1 kinase directly activates AMP-activated kinase and regulates apoptosis in response to energy stress. Proc. Natl. Acad. Sci. USA 2004, 101, 3329–3335. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shackelford, D.B.; Shaw, R.J. The LKB1–AMPK pathway: Metabolism and growth control in tumour suppression. Nat. Rev. Cancer 2009, 9, 563–575. [Google Scholar] [CrossRef]
- Woods, A.; Johnstone, S.R.; Dickerson, K.; Leiper, F.C.; Fryer, L.G.; Neumann, D.; Schlattner, U.; Wallimann, T.; Carlson, M.; Carling, D. LKB1 Is the Upstream Kinase in the AMP-Activated Protein Kinase Cascade. Curr. Biol. 2003, 13, 2004–2008. [Google Scholar] [CrossRef] [Green Version]
- Xiang, H.; Zhang, J.; Lin, C.; Zhang, L.; Liu, B.; Ouyang, L. Targeting autophagy-related protein kinases for potential therapeutic purpose. Acta Pharm. Sin. B 2020, 10, 569–581. [Google Scholar] [CrossRef]
- Faubert, B.; Boily, G.; Izreig, S.; Griss, T.; Samborska, B.; Dong, Z.; Dupuy, F.; Chambers, C.; Fuerth, B.J.; Viollet, B.; et al. AMPK is a negative regulator of the Warburg effect and suppresses tumor growth in vivo. Cell Metab. 2013, 17, 113–124. [Google Scholar] [CrossRef] [Green Version]
- Krencz, I.; Sebestyen, A.; Khoor, A. mTOR in Lung Neoplasms. Pathol. Oncol. Res. 2020, 26, 35–48. [Google Scholar] [CrossRef]
- Zhang, C.-S.; Hawley, S.A.; Zong, Y.; Li, M.; Wang, Z.; Gray, A.; Ma, T.; Cui, J.; Feng, J.-W.; Zhu, M.; et al. Fructose-1,6-bisphosphate and aldolase mediate glucose sensing by AMPK. Nature 2017, 548, 112–116. [Google Scholar] [CrossRef]
- Chen, X.; Mao, R.; Su, W.; Yang, X.; Geng, Q.; Guo, C.; Wang, Z.; Wang, J.; Kresty, L.A.; Beer, D.G.; et al. Circular RNA circHIPK3 modulates autophagy via MIR124-3p-STAT3-PRKAA/AMPKα signaling in STK11 mutant lung cancer. Autophagy 2020, 16, 659–671. [Google Scholar] [CrossRef]
- Saftig, P.; Puertollano, R. How Lysosomes Sense, Integrate, and Cope with Stress. Trends Biochem. Sci. 2020, 46, 97–112. [Google Scholar] [CrossRef] [PubMed]
- Kim, J.; Kundu, M.; Viollet, B.; Guan, K.-L. AMPK and mTOR regulate autophagy through direct phosphorylation of Ulk1. Nat. Cell Biol. 2011, 13, 132–141. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Herzig, S.; Shaw, R.J. AMPK: Guardian of metabolism and mitochondrial homeostasis. Nat. Rev. Mol. Cell Biol. 2017, 19, 121–135. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kim, J.; Kim, Y.C.; Fang, C.; Russell, R.C.; Kim, J.H.; Fan, W.; Liu, R.; Zhong, Q.; Guan, K.-L. Differential Regulation of Distinct Vps34 Complexes by AMPK in Nutrient Stress and Autophagy. Cell 2013, 152, 290–303. [Google Scholar] [CrossRef] [Green Version]
- Martina, J.A.; Diab, H.I.; Lishu, L.; Jeong-A, L.; Patange, S.; Raben, N.; Puertollano, R. The Nutrient-Responsive Transcription Factor TFE3 Promotes Autophagy, Lysosomal Biogenesis, and Clearance of Cellular Debris. Sci. Signal. 2014, 7, ra9. [Google Scholar] [CrossRef] [Green Version]
- Eichner, L.J.; Brun, S.N.; Herzig, S.; Young, N.P.; Curtis, S.D.; Shackelford, D.B.; Shokhirev, M.N.; Leblanc, M.; Vera, L.I.; Hutchins, A.; et al. Genetic Analysis Reveals AMPK Is Required to Support Tumor Growth in Murine Kras-Dependent Lung Cancer Models. Cell Metab. 2019, 29, 285–302.e7. [Google Scholar] [CrossRef] [Green Version]
- Mihaylova, M.M.; Shaw, R.J. The AMPK signalling pathway coordinates cell growth, autophagy and metabolism. Nat. Cell Biol. 2011, 13, 1016–1023. [Google Scholar] [CrossRef]
- Belaid, A.; Ndiaye, P.D.; Filippakis, H.; Roux, J.; Röttinger, É.; Graba, Y.; Brest, P.; Hofman, P.; Mograbi, B. Autophagy: Moving Benchside Promises to Patient Bedsides. Curr. Cancer Drug Targets 2015, 15, 684–702. [Google Scholar] [CrossRef]
- Jeon, S.-M.; Chandel, N.S.; Hay, N. AMPK regulates NADPH homeostasis to promote tumour cell survival during energy stress. Nature 2012, 485, 661–665. [Google Scholar] [CrossRef] [Green Version]
- Joo, M.S.; Kim, W.D.; Lee, K.Y.; Kim, J.H.; Koo, J.H.; Kim, S.G. AMPK facilitates nuclear accumulation of Nrf2 by phos-phorylating at serine 550. Mol. Cell. Biol. 2016, 36, 1931–1942. [Google Scholar] [CrossRef] [Green Version]
- Singh, A.; Daemen, A.; Nickles, D.; Jeon, S.-M.; Foreman, O.; Sudini, K.; Gnad, F.; Lajoie, S.; Gour, N.; Mitzner, W.; et al. NRF2 activation promotes aggressive lung cancer and associates with poor clinical outcomes. Clin. Cancer Res. 2020. [Google Scholar] [CrossRef] [PubMed]
- Trapp, E.K.; Majunke, L.; Zill, B.; Sommer, H.; Andergassen, U.; Koch, J.; Harbeck, N.; Mahner, S.; Friedl, T.W.P.; Janni, W.; et al. LKB1 pro-oncogenic activity triggers cell survival in circulating tumor cells. Mol. Oncol. 2017, 11, 1508–1526. [Google Scholar] [CrossRef] [Green Version]
- Hollstein, P.E.; Eichner, L.J.; Brun, S.N.; Kamireddy, A.; Svensson, R.U.; Vera, L.I.; Ross, D.S.; Rymoff, T.; Hutchins, A.; Galvez, H.; et al. The AMPK-Related Kinases SIK1 and SIK3 Mediate Key Tumor-Suppressive Effects of LKB1 in NSCLC. Cancer Discov. 2019, 9, 1606–1627. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Murray, C.W.; Brady, J.J.; Tsai, M.; Li, C.; Winters, I.P.; Tang, R.; Andrejka, L.; Ma, R.K.; Kunder, C.; Chu, P.; et al. An LKB1–SIK Axis Suppresses Lung Tumor Growth and Controls Differentiation. Cancer Discov. 2019, 9, 1590–1605. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Della Corte, C.M.; Sen, T.; Gay, C.M.; Ramkumar, K.; Diao, L.; Cardnell, R.J.; Rodriguez, B.L.; Stewart, C.A.; Papadimitrakopoulou, V.A.; Gibson, L.; et al. STING Pathway Expression Identifies NSCLC with an Immune-Responsive Phenotype. J. Thorac. Oncol. 2020, 15, 777–791. [Google Scholar] [CrossRef] [PubMed]
- Kitajima, S.; Ivanova, E.; Guo, S.; Yoshida, R.; Campisi, M.; Sundararaman, S.K.; Tange, S.; Mitsuishi, Y.; Thai, T.C.; Masuda, S.; et al. Suppression of STING Associated with LKB1 Loss in KRAS-Driven Lung Cancer. Cancer Discov. 2019, 9, 34–45. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Deng, L.; Yao, P.; Li, L.; Ji, F.; Zhao, S.; Xu, C.; Lan, X.; Jiang, P. p53-mediated control of aspartate-asparagine homeostasis dictates LKB1 activity and modulates cell survival. Nat. Commun. 2020, 11, 1755. [Google Scholar] [CrossRef]
- Laderian, B.; Mundi, P.; Fojo, T.; Bates, S.E. Emerging Therapeutic Implications of STK11 Mutation: Case Series. Oncologist 2020, 25, 733–737. [Google Scholar] [CrossRef]
- Gill, R.K.; Yang, S.-H.; Meerzaman, D.; Mechanic, L.E.; Bowman, E.D.; Jeon, H.-S.; Chowdhuri, S.R.; Shakoori, A.; Dracheva, T.; Hong, K.-M.; et al. Frequent homozygous deletion of the LKB1/STK11 gene in non-small cell lung cancer. Oncogene 2011, 30, 3784–3791. [Google Scholar] [CrossRef] [Green Version]
- Scheffler, M.; Ihle, M.A.; Hein, R.; Merkelbach-Bruse, S.; Scheel, A.H.; Siemanowski, J.; Brägelmann, J.; Kron, A.; Abedpour, N.; Ueckeroth, F.; et al. K-ras Mutation Subtypes in NSCLC and Associated Co-occuring Mutations in Other Oncogenic Pathways. J. Thorac. Oncol. 2019, 14, 606–616. [Google Scholar] [CrossRef] [Green Version]
- Bange, E.; Marmarelis, M.E.; Hwang, W.-T.; Yang, Y.-X.; Thompson, J.C.; Rosenbaum, J.; Bauml, J.M.; Ciunci, C.; Alley, E.W.; Cohen, R.B.; et al. Impact of KRAS and TP53 Co-Mutations on Outcomes After First-Line Systemic Therapy Among Patients with STK11-Mutated Advanced Non-Small-Cell Lung Cancer. JCO Precis. Oncol. 2019, 3. [Google Scholar] [CrossRef] [PubMed]
- Facchinetti, F.; Bluthgen, M.V.; Tergemina-Clain, G.; Faivre, L.; Pignon, J.-P.; Planchard, D.; Remon, J.; Soria, J.-C.; Lacroix, L.; Besse, B. LKB1/STK11 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value. Lung Cancer 2017, 112, 62–68. [Google Scholar] [CrossRef] [PubMed]
- Izumi, M.; Suzumura, T.; Ogawa, K.; Matsumoto, Y.; Sawa, K.; Yoshimoto, N.; Tani, Y.; Watanabe, T.; Kaneda, H.; Mitsuoka, S.; et al. Differences in molecular epidemiology of lung cancer among ethnicities (Asian vs. Caucasian). J. Thorac. Dis. 2020, 12, 3776–3784. [Google Scholar] [CrossRef] [PubMed]
- Sanchez-Cespedes, M.; Parrella, P.; Esteller, M.; Nomoto, S.; Trink, B.; Engles, J.M.; Westra, W.H.; Herman, J.G.; Sidransky, D. Inactivation of LKB1/STK11 is a common event in adenocarcinomas of the lung. Cancer Res. 2002, 62, 3659–3662. [Google Scholar] [PubMed]
- Shen, H.; Zhu, M.; Wang, C. Precision oncology of lung cancer: Genetic and genomic differences in Chinese population. NPJ Precis. Oncol. 2019, 3, 14. [Google Scholar] [CrossRef] [PubMed]
- Arauz, R.F.; Byun, J.S.; Tandon, M.; Sinha, S.; Kuhn, S.; Taylor, S.; Zingone, A.; Mitchell, K.A.; Pine, S.R.; Gardner, K.; et al. Whole-Exome Profiling of NSCLC Among African Americans. J. Thorac. Oncol. 2020, 15, 1880–1892. [Google Scholar] [CrossRef]
- Derks, J.L.; Leblay, N.; Lantuejoul, S.; Dingemans, A.-M.C.; Speel, E.-J.M.; Fernandez-Cuesta, L. New Insights into the Molecular Characteristics of Pulmonary Carcinoids and Large Cell Neuroendocrine Carcinomas, and the Impact on Their Clinical Management. J. Thorac. Oncol. 2018, 13, 752–766. [Google Scholar] [CrossRef] [Green Version]
- Derks, J.; Leblay, N.; Thunnissen, E.; van Suylen, R.J.; den Bakker, M.; Groen, H.J.M.; Smit, E.F.; Damhuis, R.; van den Broek, E.C.; Charbrier, A.; et al. Molecular Subtypes of Pulmonary Large-cell Neuroendocrine Carcinoma Predict Chemotherapy Treatment Outcome. Clin. Cancer Res. 2018, 24, 33–42. [Google Scholar] [CrossRef] [Green Version]
- George, J.; Walter, V.; Peifer, M.; Alexandrov, L.B.; Seidel, D.; Leenders, F.; Maas, L.; Müller, C.; Dahmen, I.; Delhomme, T.M.; et al. Integrative genomic profiling of large-cell neuroendocrine carcinomas reveals distinct subtypes of high-grade neuroendocrine lung tumors. Nat. Commun. 2018, 9, 1048. [Google Scholar] [CrossRef]
- Arbour, K.C.; Jordan, E.; Kim, H.R.; Dienstag, J.; Yu, H.A.; Sanchez-Vega, F.; Lito, P.; Berger, M.; Solit, D.B.; Hellmann, M.; et al. Effects of Co-occurring Genomic Alterations on Outcomes in Patients with KRAS-Mutant Non-Small Cell Lung Cancer. Clin. Cancer Res. 2018, 24, 334–340. [Google Scholar] [CrossRef] [Green Version]
- Schoenfeld, A.J.; Rizvi, H.; Bandlamudi, C.; Sauter, J.L.; Travis, W.D.; Rekhtman, N.; Plodkowski, A.J.; Perez-Johnston, R.; Sawan, P.; Beras, A.; et al. Clinical and molecular correlates of PD-L1 expression in patients with lung adenocarcinomas. Ann. Oncol. 2020, 31, 599–608. [Google Scholar] [CrossRef] [PubMed]
- Gibert, J.; Clavé, S.; Hardy-Werbin, M.; Taus, Á.; Rocha, P.; Longarón, R.; Piquer, G.; Chaib, I.; Carcereny, E.; Morán, T.; et al. Concomitant genomic alterations in KRAS mutant advanced lung adenocarcinoma. Lung Cancer 2020, 140, 42–45. [Google Scholar] [CrossRef] [PubMed]
- Chakravarty, D.; Gao, J.; Phillips, S.M.; Kundra, R.; Zhang, H.; Wang, J.; Rudolph, J.E.; Yaeger, R.; Soumerai, T.; Nissan, M.H.; et al. OncoKB: A Precision Oncology Knowledge Base. JCO Precis. Oncol. 2017, 2017, 1–16. [Google Scholar] [CrossRef] [PubMed]
- Dagogo-Jack, I.; Schrock, A.B.; Kem, M.; Jessop, N.; Lee, J.; Ali, S.M.; Ross, J.S.; Lennerz, J.K.; Shaw, A.T.; Mino-Kenudson, M. Clinicopathologic Characteristics of BRG1-Deficient NSCLC. J. Thorac. Oncol. 2020, 15, 766–776. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Frank, R.; Scheffler, M.; Merkelbach-Bruse, S.; Ihle, M.A.; Kron, A.; Rauer, M.; Ueckeroth, F.; Koenig, K.; Michels, S.; Fischer, R.; et al. Clinical and Pathological Characteristics of KEAP1- and NFE2L2-Mutated Non-Small Cell Lung Carcinoma (NSCLC). Clin. Cancer Res. 2018, 24, 3087–3096. [Google Scholar] [CrossRef] [Green Version]
- Taguchi, K.; Yamamoto, M. The KEAP1-NRF2 System in Cancer. Front. Oncol. 2017, 7, 85. [Google Scholar] [CrossRef]
- Amanam, I.; Mambetsariev, I.; Gupta, R.; Achuthan, S.; Wang, Y.; Pharaon, R.; Massarelli, E.; Koczywas, M.; Reckamp, K.; Salgia, R. Role of immunotherapy and co-mutations on KRAS-mutant non- small cell lung cancer survival. J. Thorac. Dis. 2020, 12, 5086–5095. [Google Scholar] [CrossRef]
- Skoulidis, F.; Byers, L.A.; Diao, L.; Papadimitrakopoulou, V.A.; Tong, P.; Izzo, J.G.; Behrens, C.; Kadara, H.; Parra, E.R.; Canales, J.R.; et al. Co-occurring Genomic Alterations Define Major Subsets of KRAS-Mutant Lung Adenocarcinoma with Distinct Biology, Immune Profiles, and Therapeutic Vulnerabilities. Cancer Discov. 2015, 5, 860–877. [Google Scholar] [CrossRef] [Green Version]
- La Fleur, L.; Falk-Sörqvist, E.; Smeds, P.; Berglund, A.; Sundström, M.; Mattsson, J.S.; Brandén, E.; Koyi, H.; Isaksson, J.; Brunnström, H.; et al. Mutation patterns in a population-based non-small cell lung cancer cohort and prognostic impact of concomitant mutations in KRAS and TP53 or STK11. Lung Cancer. 2019, 130, 50–58. [Google Scholar] [CrossRef] [Green Version]
- Biton, J.; Mansuet-Lupo, A.; Pécuchet, N.; Alifano, M.; Ouakrim, H.; Arrondeau, J.; Boudou-Rouquette, P.; Goldwasser, F.; Leroy, K.; Goc, J.; et al. TP53, STK11, and EGFR Mutations Predict Tumor Immune Profile and the Response to Anti-PD-1 in Lung Adenocarcinoma. Clin. Cancer Res. 2018, 24, 5710–5723. [Google Scholar] [CrossRef] [Green Version]
- Kadara, H.; Choi, M.; Zhang, J.; Parra, E.R.; Rodriguez-Canales, J.; Gaffney, S.G.; Zhao, Z.; Behrens, C.; Fujimoto, J.; Chow, C.; et al. Whole-exome sequencing and immune profiling of early-stage lung adenocarcinoma with fully annotated clinical follow-up. Ann. Oncol. 2017, 28, 75–82. [Google Scholar] [PubMed]
- Lamberti, G.; Spurr, L.F.; Li, Y.; Ricciuti, B.; Recondo, G.; Umeton, R.; Nishino, M.; Sholl, L.M.; Meyerson, M.L.; Cherniack, A.D.; et al. Clinicopathological and genomic correlates of programmed cell death ligand 1 (PD-L1) expression in nonsquamous non-small-cell lung cancer. Ann. Oncol. 2020, 31, 807–814. [Google Scholar] [CrossRef] [PubMed]
- Domingues, I.; Cedres, S.; Callejo, A.; Vivancos, A.; Martínez-Marti, A.; Felip, E.; Perez, S. Long duration of immunotherapy in a STK11 mutated/KRAS wild-type non-small cell lung cancer patient. Pulmonology 2020, 26, 49–50. [Google Scholar] [CrossRef] [PubMed]
- Qin, Y.; Yu, M.; Zhou, L.; Jiang, L.; Huang, M. Durable response to combination radiotherapy and immunotherapy in EP-resistant lung large-cell neuroendocrine carcinoma with B2M and STK11 mutations: A case report. Immunotherapy 2020, 12, 223–227. [Google Scholar] [CrossRef] [PubMed]
- Nadal, E.; Heeke, S.; Benzaquen, J.; Vilariño, N.; Navarro, A.; Azuara, D.; Varela, M.; Otto, J.; Baixeras, N.; Shahbazian, D.; et al. Two Cases of Large Stage Lung Adenocarcinoma with Radiological Compete Responses to Nivolumab Treatment Harboring a STK11/LKB1 Mutation. JCO Precis. Oncol. 2020, 4, 1239–1245. [Google Scholar] [CrossRef]
- Papillon-Cavanagh, S.; Doshi, P.; Dobrin, R.; Szustakowski, J.; Walsh, A.M. STK11 and KEAP1 mutations as prognostic biomarkers in an observational real-world lung adenocarcinoma cohort. ESMO Open 2020, 5, e000706. [Google Scholar] [PubMed] [Green Version]
- Bai, X.; Wu, D.H.; Ma, S.C.; Wang, J.; Tang, X.R.; Kang, S.; Fu, Q.J.; Cao, C.H.; Luo, H.S.; Chen, Y.H.; et al. Development and validation of a genomic mutation signature to predict response to PD-1 inhibitors in non-squamous NSCLC: A multicohort study. J. Immunother. Cancer 2020, 8, e000381. [Google Scholar] [CrossRef]
- Hasegawa, T.; Yanagitani, N.; Ninomiya, H.; Sakamoto, H.; Tozuka, T.; Yoshida, H.; Amino, Y.; Uematsu, S.; Yoshizawa, T.; Ariyasu, R.; et al. Association Between the Efficacy of Pembrolizumab and Low STK11/LKB1 Expression in High-PD-L1-expressing Non-small-cell Lung Cancer. In Vivo 2020, 34, 2997–3003. [Google Scholar] [CrossRef]
- Falk, A.T.; Yazbeck, N.; Guibert, N.; Chamorey, E.; Paquet, A.; Ribeyre, L.; Bence, C.; Zahaf, K.; Leroy, S.; Marquette, C.-H.; et al. Effect of mutant variants of the KRAS gene on PD-L1 expression and on the immune microenvironment and association with clinical outcome in lung adenocarcinoma patients. Lung Cancer 2018, 121, 70–75. [Google Scholar] [CrossRef]
- Jeong, Y.; Hellyer, J.A.; Stehr, H.; Hoang, N.T.; Niu, X.; Das, M.; Padda, S.K.; Ramchandran, K.; Neal, J.W.; Wakelee, H.A.; et al. Role of KEAP1/NFE2L2 Mutations in the Chemotherapeutic Response of Patients with Non-Small Cell Lung Cancer. Clin. Cancer Res. 2020, 26, 274–281. [Google Scholar] [CrossRef] [Green Version]
- Ghimessy, A.; Radeczky, P.; Laszlo, V.; Hegedus, B.; Renyi-Vamos, F.; Fillinger, J.; Klepetko, W.; Lang, C.; Dome, B.; Megyesfalvi, Z. Current therapy of KRAS-mutant lung cancer. Cancer Metastasis Rev. 2020, 39, 1159–1177. [Google Scholar] [CrossRef] [PubMed]
- Guibert, N.; Ilie, M.; Long, E.; Hofman, V.; Bouhlel, L.; Brest, P.; Mograbi, B.; Marquette, C.H.; Didier, A.; Mazieres, J.; et al. KRAS Mutations in Lung Adenocarcinoma: Molecular and Epidemiological Characteristics, Methods for Detection, and Therapeutic Strategy Perspectives. Curr. Mol. Med. 2015, 15, 418–432. [Google Scholar] [CrossRef] [PubMed]
- Hallin, J.; Engstrom, L.D.; Hargis, L.; Calinisan, A.; Aranda, R.; Briere, D.M.; Sudhakar, N.; Bowcut, V.; Baer, B.R.; Ballard, J.A.; et al. The KRAS(G12C) Inhibitor MRTX849 Provides Insight toward Therapeutic Susceptibility of KRAS-Mutant Cancers in Mouse Models and Patients. Cancer Discov. 2020, 10, 54–71. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schabath, M.B.; Welsh, E.A.; Fulp, W.J.; Chen, L.; Teer, J.K.; Thompson, Z.J.; Engel, B.E.; Xie, M.; Berglund, A.E.; Creelan, B.C.; et al. Differential association of STK11 and TP53 with KRAS mutation-associated gene expression, proliferation and immune surveillance in lung adenocarcinoma. Oncogene 2016, 35, 3209–3216. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Momcilovic, M.; Shackelford, D.B. Targeting LKB1 in cancer—Exposing and exploiting vulnerabilities. Br. J. Cancer 2015, 113, 574–584. [Google Scholar] [CrossRef] [Green Version]
- Caiola, E.; Iezzi, A.; Tomanelli, M.; Bonaldi, E.; Scagliotti, A.; Colombo, M.; Guffanti, F.; Micotti, E.; Garassino, M.C.; Minoli, L.; et al. LKB1 Deficiency Renders NSCLC Cells Sensitive to ERK Inhibitors. J. Thorac. Oncol. 2020, 15, 360–370. [Google Scholar] [CrossRef]
- Galan-Cobo, A.; Sitthideatphaiboon, P.; Qu, X.; Poteete, A.; Pisegna, M.A.; Tong, P.; Chen, P.-H.; Boroughs, L.K.; Rodriguez, M.L.M.; Zhang, W.; et al. LKB1 and KEAP1/NRF2 Pathways Cooperatively Promote Metabolic Reprogramming with Enhanced Glutamine Dependence in KRAS-Mutant Lung Adenocarcinoma. Cancer Res. 2019, 79, 3251–3267. [Google Scholar] [CrossRef]
- Romero, R.; Sayin, V.I.; Davidson, S.M.; Bauer, M.R.; Singh, S.X.; Leboeuf, S.E.; Karakousi, T.R.; Ellis, D.C.; Bhutkar, A.; Sánchez-Rivera, F.J.; et al. Keap1 loss promotes Kras-driven lung cancer and results in dependence on glutaminolysis. Nat. Med. 2017, 23, 1362–1368. [Google Scholar] [CrossRef] [Green Version]
- Aggarwal, C.; Thompson, J.C.; Black, T.A.; Katz, S.I.; Fan, R.; Yee, S.S.; Chien, A.L.; Evans, T.L.; Bauml, J.M.; Alley, E.W.; et al. Clinical Implications of Plasma-Based Genotyping with the Delivery of Personalized Therapy in Metastatic Non-Small Cell Lung Cancer. JAMA Oncol. 2019, 5, 173–180. [Google Scholar] [CrossRef]
- Kruglyak, K.M.; Lin, E.; Ong, F.S. Next-Generation Sequencing and Applications to the Diagnosis and Treatment of Lung Cancer. Adv. Exp. Med. Biol. 2016, 890, 123–136. [Google Scholar] [CrossRef]
- Heeke, S.; Hofman, V.; Long-Mira, E.; Lespinet, V.; Lalvée, S.; Bordone, O.; Ribeyre, C.; Tanga, V.; Benzaquen, J.; Leroy, S.; et al. Use of the Ion PGM and the GeneReader NGS Systems in Daily Routine Practice for Advanced Lung Adenocarcinoma Patients: A Practical Point of View Reporting a Comparative Study and Assessment of 90 Patients. Cancers 2018, 10, 88. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- DiBardino, D.M.; Rawson, D.W.; Saqi, A.; Heymann, J.J.; Pagan, C.A.; Bulman, W.A. Next-generation sequencing of non-small cell lung cancer using a customized, targeted sequencing panel: Emphasis on small biopsy and cytology. CytoJournal 2017, 14, 7. [Google Scholar] [CrossRef] [PubMed]
- Malapelle, U.; Pisapia, P.; Rocco, D.; Smeraglio, R.; Di Spirito, M.; Bellevicine, C.; Troncone, G. Next generation sequencing techniques in liquid biopsy: Focus on non-small cell lung cancer patients. Transl. Lung Cancer Res. 2016, 5, 505–510. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sholl, L.M. Molecular diagnostics of lung cancer in the clinic. Transl. Lung Cancer Res. 2017, 6, 560–569. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Thompson, J.C.; Yee, S.S.; Troxel, A.B.; Savitch, S.L.; Fan, R.; Balli, D.; Lieberman, D.B.; Morrissette, J.D.; Evans, T.L.; Bauml, J.M.; et al. Detection of Therapeutically Targetable Driver and Resistance Mutations in Lung Cancer Patients by Next-Generation Sequencing of Cell-Free Circulating Tumor DNA. Clin. Cancer Res. 2016, 22, 5772–5782. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kalbasi, A.; Ribas, A. Tumour-intrinsic resistance to immune checkpoint blockade. Nat. Rev. Immunol. 2020, 20, 25–39. [Google Scholar] [CrossRef] [PubMed]
- Lamberti, G.; Sisi, M.; Andrini, E.; Palladini, A.; Giunchi, F.; Lollini, P.-L.; Ardizzoni, A.; Gelsomino, F. The Mechanisms of PD-L1 Regulation in Non-Small-Cell Lung Cancer (NSCLC): Which Are the Involved Players? Cancers 2020, 12, 3129. [Google Scholar] [CrossRef] [PubMed]
- Lee, C.K.; Man, J.; Lord, S.; Cooper, W.; Links, M.; Gebski, V.; Herbst, R.S.; Gralla, R.J.; Mok, T.; Yang, J.C. 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. JAMA Oncol. 2018, 4, 210–216. [Google Scholar] [CrossRef] [PubMed]
- Legras, A.; Barritault, M.; Tallet, A.; Fabre, E.; Guyard, A.; Rance, B.; Digan, W.; Pecuchet, N.; Giroux-Leprieur, E.; Julie, C.; et al. Validity of Targeted Next-Generation Sequencing in Routine Care for Identifying Clinically Relevant Molecular Profiles in Non-Small-Cell Lung Cancer: Results of a 2-Year Experience on 1343 Samples. J. Mol. Diagn. 2018, 20, 550–564. [Google Scholar] [CrossRef] [Green Version]
- Marinelli, D.; Mazzotta, M.; Scalera, S.; Terrenato, I.; Sperati, F.; D’Ambrosio, L.; Pallocca, M.; Corleone, G.; Krasniqi, E.; Pizzuti, L.; et al. KEAP1-driven co-mutations in lung adenocarcinoma unresponsive to immunotherapy despite high tumor mutational burden. Ann. Oncol. 2020, 31, 1746–1754. [Google Scholar] [CrossRef]
- Mitchell, K.G.; Parra, E.R.; Zhang, J.; Nelson, D.B.; Corsini, E.M.; Villalobos, P.; Moran, C.A.; Skoulidis, F.; Wistuba, I.I.; Fujimoto, J.; et al. LKB1/STK11 Expression in Lung Adenocarcinoma and Associations with Patterns of Recurrence. Ann. Thorac. Surg. 2020, 110, 1131–1138. [Google Scholar] [CrossRef] [PubMed]
- Ren, Y.H.; Zhao, F.J.; Mo, H.Y.; Jia, R.R.; Tang, J.; Zhao, X.H.; Wei, J.L.; Huo, R.R.; Li, Q.Q.; You, X.M. Association between LKB1 expression and prognosis of patients with solid tumours: An updated systematic review and meta-analysis. BMJ Open 2019, 9, e027185. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hofman, P.; Badoual, C.; Henderson, F.; Berland, L.; Hamila, M.; Long-Mira, E.; Lassalle, S.; Roussel, H.; Hofman, V.; Tartour, E.; et al. Multiplexed Immunohistochemistry for Molecular and Immune Profiling in Lung Cancer-Just About Ready for Prime-Time? Cancers 2019, 11, 283. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ilie, M.; Beaulande, M.; Hamila, M.; Erb, G.; Hofman, V.; Hofman, P. Automated chromogenic multiplexed immunohisto-chemistry assay for diagnosis and predictive biomarker testing in non-small cell lung cancer. Lung Cancer 2018, 124, 90–94. [Google Scholar] [CrossRef]
- Diaz, L.A., Jr.; Bardelli, A. Liquid biopsies: Genotyping circulating tumor DNA. J. Clin. Oncol. 2014, 32, 579–586. [Google Scholar] [CrossRef]
- Jiang, J.; Adams, H.-P.; Yao, L.; Yaung, S.; Lal, P.; Balasubramanyam, A.; Fuhlbrück, F.; Tikoo, N.; Lovejoy, A.F.; Froehler, S.; et al. Concordance of Genomic Alterations by Next-Generation Sequencing in Tumor Tissue versus Cell-Free DNA in Stage I–IV Non-Small Cell Lung Cancer. J. Mol. Diagn. 2020, 22, 228–235. [Google Scholar] [CrossRef] [Green Version]
- Remon, J.; Lacroix, L.; Jovelet, C.; Caramella, C.; Howarth, K.; Plagnol, V.; Rosenfeld, N.; Morris, C.; Mezquita, L.; Pannet, C.; et al. Real-World Utility of an Amplicon-Based Next-Generation Sequencing Liquid Biopsy for Broad Molecular Profiling in Patients with Advanced Non-Small-Cell Lung Cancer. JCO Precis. Oncol. 2019, 3, 1–14. [Google Scholar] [CrossRef]
Non-small cell lung cancer § (n = 14.300) | Gene | Samples Mutated/Samples Testedǂ | Percentage of Samples Comutated with STK11 |
STK | 1495/1535 ¥ | 97.4% | |
KRAS | 760/1535 | 49.5% | |
KEAP1 | 618/1255 | 49.2% | |
TP53 | 626/1535 | 40.8% | |
SMARCA4 | 261/1329 | 19.6% | |
ATM | 209/1534 | 13.6% |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Mograbi, B.; Heeke, S.; Hofman, P. The Importance of STK11/LKB1 Assessment in Non-Small Cell Lung Carcinomas. Diagnostics 2021, 11, 196. https://doi.org/10.3390/diagnostics11020196
Mograbi B, Heeke S, Hofman P. The Importance of STK11/LKB1 Assessment in Non-Small Cell Lung Carcinomas. Diagnostics. 2021; 11(2):196. https://doi.org/10.3390/diagnostics11020196
Chicago/Turabian StyleMograbi, Baharia, Simon Heeke, and Paul Hofman. 2021. "The Importance of STK11/LKB1 Assessment in Non-Small Cell Lung Carcinomas" Diagnostics 11, no. 2: 196. https://doi.org/10.3390/diagnostics11020196
APA StyleMograbi, B., Heeke, S., & Hofman, P. (2021). The Importance of STK11/LKB1 Assessment in Non-Small Cell Lung Carcinomas. Diagnostics, 11(2), 196. https://doi.org/10.3390/diagnostics11020196