Submitted:
26 January 2026
Posted:
27 January 2026
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Abstract
Keywords:
1. Introduction
2. Results
3. Discussion
4. Materials and Methods
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Informed Consent Statement
Conflicts of Interest
References
- Bray, F.; Laversanne, M.; Sung, H.; Ferlay, J.; Siegel, R.L.; Soerjomataram, I.; Jemal, A. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2024, 74, 229–263. [Google Scholar] [CrossRef]
- Tan, A.C.; Tan, D.S.W. Targeted Therapies for Lung Cancer Patients With Oncogenic Driver Molecular Alterations. J Clin Oncol 2022, 40, 611–625. [Google Scholar] [CrossRef] [PubMed]
- Mok, T.S.; Wu, Y.L.; Ahn, M.J.; Garassino, M.C.; Kim, H.R.; Ramalingam, S.S.; Shepherd, F.A.; He, Y.; Akamatsu, H.; Theelen, W.S.; et al. Osimertinib or Platinum-Pemetrexed in EGFR T790M-Positive Lung Cancer. N Engl J Med 2017, 376, 629–640. [Google Scholar] [CrossRef]
- Planchard, D.; Janne, P.A.; Cheng, Y.; Yang, J.C.; Yanagitani, N.; Kim, S.W.; Sugawara, S.; Yu, Y.; Fan, Y.; Geater, S.L.; et al. Osimertinib with or without Chemotherapy in EGFR-Mutated Advanced NSCLC. N Engl J Med 2023, 389, 1935–1948. [Google Scholar] [CrossRef]
- Rotow, J.; Bivona, T.G. Understanding and targeting resistance mechanisms in NSCLC. Nat Rev Cancer 2017, 17, 637–658. [Google Scholar] [CrossRef]
- Canon, J.; Rex, K.; Saiki, A.Y.; Mohr, C.; Cooke, K.; Bagal, D.; Gaida, K.; Holt, T.; Knutson, C.G.; Koppada, N.; et al. The clinical KRAS(G12C) inhibitor AMG 510 drives anti-tumour immunity. Nature 2019, 575, 217–223. [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]
- Hong, D.S.; Fakih, M.G.; Strickler, J.H.; Desai, J.; Durm, G.A.; Shapiro, G.I.; Falchook, G.S.; Price, T.J.; Sacher, A.; Denlinger, C.S.; et al. KRAS(G12C) Inhibition with Sotorasib in Advanced Solid Tumors. N Engl J Med 2020, 383, 1207–1217. [Google Scholar] [CrossRef] [PubMed]
- Janne, P.A.; Riely, G.J.; Gadgeel, S.M.; Heist, R.S.; Ou, S.I.; Pacheco, J.M.; Johnson, M.L.; Sabari, J.K.; Leventakos, K.; Yau, E.; et al. Adagrasib in Non-Small-Cell Lung Cancer Harboring a KRAS(G12C) Mutation. N Engl J Med 2022, 387, 120–131. [Google Scholar] [CrossRef]
- Awad, M.M.; Liu, S.; Rybkin, II; Arbour, K.C.; Dilly, J.; Zhu, V.W.; Johnson, M.L.; Heist, R.S.; Patil, T.; Riely, G.J.; et al. Acquired Resistance to KRAS(G12C) Inhibition in Cancer. N Engl J Med 2021, 384, 2382–2393. [Google Scholar] [CrossRef]
- Isermann, T.; Sers, C.; Der, C.J.; Papke, B. KRAS inhibitors: resistance drivers and combinatorial strategies. Trends Cancer 2025, 11, 91–116. [Google Scholar] [CrossRef]
- Pu, Y.; Li, L.; Peng, H.; Liu, L.; Heymann, D.; Robert, C.; Vallette, F.; Shen, S. Drug-tolerant persister cells in cancer: the cutting edges and future directions. Nature Reviews Clinical Oncology 2023, 1–15. [Google Scholar] [CrossRef]
- Russo, M.; Chen, M.; Mariella, E.; Peng, H.; Rehman, S.K.; Sancho, E.; Sogari, A.; Toh, T.S.; Balaban, N.Q.; Batlle, E.; et al. Cancer drug-tolerant persister cells: from biological questions to cli nical opportunities. Nature Reviews Cancer 2024, 24, 694–717. [Google Scholar] [CrossRef]
- Wang, Z.; Wang, M.; Dong, B.; Wang, Y.; Ding, Z.; Shen, S. Drug-tolerant persister cells in cancer: bridging the gaps between bench and bedside. Nat Commun 2025, 16, 10048. [Google Scholar] [CrossRef]
- Sharma, S.V.; Lee, D.Y.; Li, B.; Quinlan, M.P.; Takahashi, F.; Maheswaran, S.; McDermott, U.; Azizian, N.; Zou, L.; Fischbach, M.A.; et al. A chromatin-mediated reversible drug-tolerant state in cancer cell subpopulations. Cell 2010, 141, 69–80. [Google Scholar] [CrossRef] [PubMed]
- Hangauer, M.J.; Viswanathan, V.S.; Ryan, M.J.; Bole, D.; Eaton, J.K.; Matov, A.; Galeas, J.; Dhruv, H.D.; Berens, M.E.; Schreiber, S.L.; et al. Drug-tolerant persister cancer cells are vulnerable to GPX4 inhibition. Nature 2017, 551, 247–250. [Google Scholar] [CrossRef] [PubMed]
- Criscione, S.W.; Martin, M.J.; Oien, D.B.; Gorthi, A.; Miragaia, R.J.; Zhang, J.; Chen, H.; Karl, D.L.; Mendler, K.; Markovets, A.; et al. The landscape of therapeutic vulnerabilities in EGFR inhibitor osimertinib drug tolerant persister cells. NPJ Precis Oncol 2022, 6, 95. [Google Scholar] [CrossRef] [PubMed]
- Hata, A.N.; Niederst, M.J.; Archibald, H.L.; Gomez-Caraballo, M.; Siddiqui, F.M.; Mulvey, H.E.; Maruvka, Y.E.; Ji, F.; Bhang, H.E.; Krishnamurthy Radhakrishna, V.; et al. Tumor cells can follow distinct evolutionary paths to become resistant to epidermal growth factor receptor inhibition. Nat Med 2016, 22, 262–269. [Google Scholar] [CrossRef]
- Russo, M.; Crisafulli, G.; Sogari, A.; Reilly, N.M.; Arena, S.; Lamba, S.; Bartolini, A.; Amodio, V.; Magri, A.; Novara, L.; et al. Adaptive mutability of colorectal cancers in response to targeted therapies. Science 2019, 366, 1473–1480. [Google Scholar] [CrossRef]
- Russo, M.; Pompei, S.; Sogari, A.; Corigliano, M.; Crisafulli, G.; Puliafito, A.; Lamba, S.; Erriquez, J.; Bertotti, A.; Gherardi, M.; et al. A modified fluctuation-test framework characterizes the population dynamics and mutation rate of colorectal cancer persister cells. Nat Genet 2022, 54, 976–984. [Google Scholar] [CrossRef]
- Peng, Y.; Croce, C.M. The role of MicroRNAs in human cancer. Signal Transduct Target Ther 2016, 1, 15004. [Google Scholar] [CrossRef] [PubMed]
- Shang, R.; Lee, S.; Senavirathne, G.; Lai, E.C. microRNAs in action: biogenesis, function and regulation. Nature Reviews Genetics 2023, 24, 816–833. [Google Scholar] [CrossRef]
- Hong, D.S.; Kang, Y.K.; Borad, M.; Sachdev, J.; Ejadi, S.; Lim, H.Y.; Brenner, A.J.; Park, K.; Lee, J.L.; Kim, T.Y.; et al. Phase 1 study of MRX34, a liposomal miR-34a mimic, in patients with advanced solid tumours. Br J Cancer 2020, 122, 1630–1637. [Google Scholar] [CrossRef]
- van Zandwijk, N.; Pavlakis, N.; Kao, S.C.; Linton, A.; Boyer, M.J.; Clarke, S.; Huynh, Y.; Chrzanowska, A.; Fulham, M.J.; Bailey, D.L.; et al. Safety and activity of microRNA-loaded minicells in patients with recurrent malignant pleural mesothelioma: a first-in-man, phase 1, open-label, dose-escalation study. The Lancet Oncology 2017, 18, 1386–1396. [Google Scholar] [CrossRef]
- Finnerty, J.R.; Wang, W.X.; Hebert, S.S.; Wilfred, B.R.; Mao, G.; Nelson, P.T. The miR-15/107 group of microRNA genes: evolutionary biology, cellular functions, and roles in human diseases. J Mol Biol 2010, 402, 491–509. [Google Scholar] [CrossRef] [PubMed]
- Turco, C.; Donzelli, S.; Fontemaggi, G. miR-15/107 microRNA Gene Group: Characteristics and Functional Implications in Cancer. Front Cell Dev Biol 2020, 8, 427. [Google Scholar] [CrossRef]
- Fanini, F.; Bandini, E.; Plousiou, M.; Carloni, S.; Wise, P.; Neviani, P.; Murtadha, M.; Foca, F.; Fabbri, F.; Vannini, I.; et al. MicroRNA-16 Restores Sensitivity to Tyrosine Kinase Inhibitors and Outperforms MEK Inhibitors in KRAS-Mutated Non-Small Cell Lung Cancer. Int J Mol Sci 2021, 22. [Google Scholar] [CrossRef]
- Chen, T.; Xiao, Q.; Wang, X.; Wang, Z.; Hu, J.; Zhang, Z.; Gong, Z.; Chen, S. miR-16 regulates proliferation and invasion of lung cancer cells via the ERK/MAPK signaling pathway by targeted inhibition of MAPK kinase 1 (MEK1). J Int Med Res 2019, 47, 5194–5204. [Google Scholar] [CrossRef] [PubMed]
- Campos-Parra, A.D.; Sánchez-Marín, D.; Acevedo-Sánchez, V. MicroRNAs as Sensitizers of Tyrosine Kinase Inhibitor Resistance in Cancer: Small Molecule Partnerships. Pharmaceuticals (Basel) 2025, 18, 492. [Google Scholar] [CrossRef]
- Zhao, J.; Kelnar, K.; Bader, A.G. In-depth analysis shows synergy between erlotinib and miR-34a. PLoS One 2014, 9, e89105. [Google Scholar] [CrossRef]
- Zhao, J.; Guerrero, A.; Kelnar, K.; Peltier, H.J.; Bader, A.G. Synergy between next generation EGFR tyrosine kinase inhibitors and miR-34a in the inhibition of non-small cell lung cancer. Lung Cancer 2017, 108, 96–102. [Google Scholar] [CrossRef]
- Reid, G.; Williams, M.; Cheng, Y.; Sarun, K.; Winata, P.; Kirschner, M.; Mugridge, N.; Weiss, J.; Molloy, M.; Brahmbhatt, H.; et al. Therapeutic potential of synthetic microRNA mimics based on the miR-15/107 consensus sequence. Cancer Gene Therapy 2025, 32, 486–496. [Google Scholar] [CrossRef]
- Reid, G.; Wallant, N.C.; Patel, R.; Antonic, A.; Saxon-Aliifaalogo, F.; Cao, H.; Webster, G.; Watson, J.D. Potent subunit-specific effects on cell growth and drug sensitivity from optimised siRNA-mediated silencing of ribonucleotide reductase. J RNAi Gene Silencing 2009, 5, 321–330. [Google Scholar] [PubMed]
- Patel, R.; t’Wallant, N.C.; Herbert, M.H.; White, D.; Murison, J.G.; Reid, G. The Potency of siRNA-Mediated Growth Inhibition Following Silencing of Essential Genes Is Dependent on siRNA Design and Varies With Target Sequence. Oligonucleotides 2009, 19, 317–328. [Google Scholar] [CrossRef]
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
- Maynard, A.; McCoach, C.E.; Rotow, J.K.; Harris, L.; Haderk, F.; Kerr, D.L.; Yu, E.A.; Schenk, E.L.; Tan, W.; Zee, A.; et al. Therapy-Induced Evolution of Human Lung Cancer Revealed by Single-Cell RNA Sequencing. Cell 2020, 182, 1232–1251.e22. [Google Scholar] [CrossRef]
- Davis, W.J.H. The dark matter of drug tolerance: Long non-coding RNAs in drug tolerance in lung adenocarcinoma; University of Otago, 2025. [Google Scholar]
- Quann, K.; Jing, Y.; Rigoutsos, I. Post-transcriptional regulation of BRCA1 through its coding sequence by the miR-15/107 group of miRNAs. Front Genet 2015, 6, 242. [Google Scholar] [CrossRef] [PubMed]
- Rupaimoole, R.; Slack, F.J. MicroRNA therapeutics: towards a new era for the management of cancer and other diseases. Nat Rev Drug Discov 2017, 16, 203–222. [Google Scholar] [CrossRef] [PubMed]
- Li, Y.L.; Liu, X.M.; Zhang, C.Y.; Zhou, J.B.; Shao, Y.; Liang, C.; Wang, H.M.; Hua, Z.Y.; Lu, S.D.; Ma, Z.L. MicroRNA-34a/EGFR axis plays pivotal roles in lung tumorigenesis. Oncogenesis 2017, 6, e372. [Google Scholar] [CrossRef] [PubMed]
- Xiong, S.; Zheng, Y.; Jiang, P.; Liu, R.; Liu, X.; Chu, Y. MicroRNA-7 inhibits the growth of human non-small cell lung cancer A549 cells through targeting BCL-2. Int J Biol Sci 2011, 7, 805–814. [Google Scholar] [CrossRef]
- Zhen, Q.; Liu, J.; Gao, L.; Liu, J.; Wang, R.; Chu, W.; Zhang, Y.; Tan, G.; Zhao, X.; Lv, B. MicroRNA-200a Targets EGFR and c-Met to Inhibit Migration, Invasion, and Gefitinib Resistance in Non-Small Cell Lung Cancer. Cytogenet Genome Res 2015, 146, 1–8. [Google Scholar] [CrossRef]
- Liu, L.; Shao, X.; Gao, W.; Zhang, Z.; Liu, P.; Wang, R.; Huang, P.; Yin, Y.; Shu, Y. MicroRNA-133b inhibits the growth of non-small-cell lung cancer by targeting the epidermal growth factor receptor. 2012, 279, 3800–3812. [Google Scholar] [CrossRef]
- Gao, Y.; Fan, X.; Li, W.; Ping, W.; Deng, Y.; Fu, X. miR-138-5p reverses gefitinib resistance in non-small cell lung cancer cells via negatively regulating G protein-coupled receptor 124. Biochem Biophys Res Commun 2014, 446, 179–186. [Google Scholar] [CrossRef]
- Stahlhut, C.; Slack, F.J. Combinatorial Action of MicroRNAs let-7 and miR-34 Effectively Synergizes with Erlotinib to Suppress Non-small Cell Lung Cancer Cell Proliferation. Cell Cycle 2015, 14, 2171–2180. [Google Scholar] [CrossRef]
- You, C.; Liang, H.; Sun, W.; Li, J.; Liu, Y.; Fan, Q.; Zhang, H.; Yue, X.; Li, J.; Chen, X.; et al. Deregulation of the miR-16-KRAS axis promotes colorectal cancer. Sci Rep 2016, 6, 37459. [Google Scholar] [CrossRef]
- LeBleu, V.S.; Smaglo, B.G.; Mahadevan, K.K.; Kirtley, M.L.; McAndrews, K.M.; Mendt, M.; Yang, S.; Maldonado, A.S.; Sugimoto, H.; Salvatierra, M.E.; et al. KRAS (G12D) -Specific Targeting with Engineered Exosomes Reprograms the Immune Microenvironment to Enable Efficacy of Immune Checkpoint Therapy in PDAC Patients. medRxiv 2025. [Google Scholar] [CrossRef]
- Surana, R.; LeBleu, V.S.; Lee, J.J.; Smaglo, B.G.; Zhao, D.; Lee, M.S.; Wolff, R.A.; Overman, M.J.; Mendt, M.C.; McAndrews, K.M.; et al. Phase I study of mesenchymal stem cell (MSC)-derived exosomes with KRASG12D siRNA in patients with metastatic pancreatic cancer harboring a KRASG12D mutation. Journal of Clinical Oncology 2022, 40, TPS633. [Google Scholar] [CrossRef]
- Yaeger, R.; Solit, D.B. Overcoming Adaptive Resistance to KRAS Inhibitors Through Vertical Pathway Targeting. Clin Cancer Res 2020, 26, 1538–1540. [Google Scholar] [CrossRef]
- Palma, G.; Khurshid, F.; Lu, K.; Woodward, B.; Husain, H. Selective KRAS G12C inhibitors in non-small cell lung cancer: chemistry, concurrent pathway alterations, and clinical outcomes. npj Precision Oncology 2021, 5, 98. [Google Scholar] [CrossRef] [PubMed]
- Xue, W.; Dahlman, J.E.; Tammela, T.; Khan, O.F.; Sood, S.; Dave, A.; Cai, W.; Chirino, L.M.; Yang, G.R.; Bronson, R.; et al. Small RNA combination therapy for lung cancer. Proc Natl Acad Sci U S A 2014, 111, E3553–E3561. [Google Scholar] [CrossRef] [PubMed]
- Acunzo, M.; Romano, G.; Nigita, G.; Veneziano, D.; Fattore, L.; Laganà, A.; Zanesi, N.; Fadda, P.; Fassan, M.; Rizzotto, L.; et al. Selective targeting of point-mutated KRAS through artificial microRNAs. Proceedings of the National Academy of Sciences 2017, 114, E4203–E4212. [Google Scholar] [CrossRef]
- Jin, H.Y.; Gonzalez-Martin, A.; Miletic, A.V.; Lai, M.; Knight, S.; Sabouri-Ghomi, M.; Head, S.R.; Macauley, M.S.; Rickert, R.C.; Xiao, C. Transfection of microRNA Mimics Should Be Used with Caution. Front Genet 2015, 6, 340. [Google Scholar] [CrossRef]
- Goyal, Y.; Busch, G.T.; Pillai, M.; Li, J.; Boe, R.H.; Grody, E.I.; Chelvanambi, M.; Dardani, I.P.; Emert, B.; Bodkin, N.; et al. Diverse clonal fates emerge upon drug treatment of homogeneous cancer cells. Nature 2023, 1–9. [Google Scholar] [CrossRef]
- Oren, Y.; Tsabar, M.; Cuoco, M.S.; Amir-Zilberstein, L.; Cabanos, H.F.; Hutter, J.C.; Hu, B.; Thakore, P.I.; Tabaka, M.; Fulco, C.P.; et al. Cycling cancer persister cells arise from lineages with distinct programs. Nature 2021, 596, 576–582. [Google Scholar] [CrossRef]
- Moghal, N.; Li, Q.; Stewart, E.L.; Navab, R.; Mikubo, M.; D'Arcangelo, E.; Martins-Filho, S.N.; Raghavan, V.; Pham, N.A.; Li, M.; et al. Single-Cell Analysis Reveals Transcriptomic Features of Drug-Tolerant Persisters and Stromal Adaptation in a Patient-Derived EGFR-Mutated Lung Adenocarcinoma Xenograft Model. J Thorac Oncol 2023, 18, 499–515. [Google Scholar] [CrossRef]
- Shaffer, S.M.; Dunagin, M.C.; Torborg, S.R.; Torre, E.A.; Emert, B.; Krepler, C.; Beqiri, M.; Sproesser, K.; Brafford, P.A.; Xiao, M.; et al. Rare cell variability and drug-induced reprogramming as a mode of cancer drug resistance. Nature 2017, 546, 431–435. [Google Scholar] [CrossRef] [PubMed]
- Zhang, W.C.; Wells, J.M.; Chow, K.H.; Huang, H.; Yuan, M.; Saxena, T.; Melnick, M.A.; Politi, K.; Asara, J.M.; Costa, D.B.; et al. miR-147b-mediated TCA cycle dysfunction and pseudohypoxia initiate drug tolerance to EGFR inhibitors in lung adenocarcinoma. Nat Metab 2019, 1, 460–474. [Google Scholar] [CrossRef]
- Zhang, W.C.; Skiados, N.; Aftab, F.; Moreno, C.; Silva, L.; Corbilla, P.J.A.; Asara, J.M.; Hata, A.N.; Slack, F.J. MicroRNA-21 guide and passenger strand regulation of adenylosuccinate lyase-mediated purine metabolism promotes transition to an EGFR-TKI-tolerant persister state. Cancer Gene Therapy 2022, 29, 1878–1894. [Google Scholar] [CrossRef] [PubMed]
- Sahu, N.; Stephan, J.-P.; Cruz, D.D.; Merchant, M.; Haley, B.; Bourgon, R.; Classon, M.; Settleman, J. Functional screening implicates miR-371-3p and peroxiredoxin 6 in reversible tolerance to cancer drugs. Nature Communications 2016, 7, 12351. [Google Scholar] [CrossRef]
- Cheng, Q.; Wei, T.; Farbiak, L.; Johnson, L.T.; Dilliard, S.A.; Siegwart, D.J. Selective organ targeting (SORT) nanoparticles for tissue-specific mRNA delivery and CRISPR–Cas gene editing. Nature Nanotechnology 2020, 15, 313–320. [Google Scholar] [CrossRef]
- Dilliard, S.A.; Cheng, Q.; Siegwart, D.J. On the mechanism of tissue-specific mRNA delivery by selective organ targeting nanoparticles. Proceedings of the National Academy of Sciences 2021, 118, e2109256118. [Google Scholar] [CrossRef] [PubMed]
- Wei, T.; Sun, Y.; Cheng, Q.; Chatterjee, S.; Traylor, Z.; Johnson, L.T.; Coquelin, M.L.; Wang, J.; Torres, M.J.; Lian, X.; et al. Lung SORT LNPs enable precise homology-directed repair mediated CRISPR/Cas genome correction in cystic fibrosis models. Nat Commun 2023, 14, 7322. [Google Scholar] [CrossRef]
- Vaidya, A.; Moore, S.; Chatterjee, S.; Guerrero, E.; Kim, M.; Farbiak, L.; Dilliard, S.A.; Siegwart, D.J. Expanding RNAi to Kidneys, Lungs, and Spleen via Selective ORgan Targeting (SORT) siRNA Lipid Nanoparticles. Adv Mater 2024, 36, e2313791. [Google Scholar] [CrossRef]
- Dowdy, S.F.; Setten, R.L.; Cui, X.S.; Jadhav, S.G. Delivery of RNA Therapeutics: The Great Endosomal Escape! Nucleic Acid Ther 2022, 32, 361–368. [Google Scholar] [CrossRef]
- Gilleron, J.; Querbes, W.; Zeigerer, A.; Borodovsky, A.; Marsico, G.; Schubert, U.; Manygoats, K.; Seifert, S.; Andree, C.; Stöter, M.; et al. Image-based analysis of lipid nanoparticle-mediated siRNA delivery, intracellular trafficking and endosomal escape. Nat Biotechnol 2013, 31, 638–646. [Google Scholar] [CrossRef] [PubMed]
- Abdelaal, A.M.; Sohal, I.S.; Iyer, S.; Sudarshan, K.; Kothandaraman, H.; Lanman, N.A.; Low, P.S.; Kasinski, A.L. A first-in-class fully modified version of miR-34a with outstanding stability, activity, and anti-tumor efficacy. Oncogene 2023, 42, 2985–2999. [Google Scholar] [CrossRef] [PubMed]
- Abdelaal, A.M.; Sohal, I.S.; Iyer, S.G.; Sudarshan, K.; Orellana, E.A.; Ozcan, K.E.; Dos Santos, A.P.; Low, P.S.; Kasinski, A.L. Selective targeting of chemically modified miR-34a to prostate cancer using a small molecule ligand and an endosomal escape agent. Mol Ther Nucleic Acids 2024, 35, 102193. [Google Scholar] [CrossRef]




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