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Updated: Jul 6, 2025

A Combined 3D Tissue Engineered In Vitro/In Silico Lung Tumor Model for Predicting Drug Effectiveness in Specific Mutational Backgrounds
Published on: April 6, 2016
Tissue factor overexpression promotes resistance to KRAS-G12C inhibition in non-small cell lung cancer
Yu Zhang1, Liang Liu1, Jinpeng Pei1
1Department of Pharmacology, Fudan University School of Pharmacy, Shanghai, China.
Abstract:
The recently approved KRASG12C mutation-specific inhibitors sotorasib and adagrasib (KRASG12C-I) represent a promising therapy for KRASG12C-driven non-small cell lung cancer (NSCLC). However, many eligible patients do not benefit due to intrinsic or acquired drug resistance. Tissue factor (TF) is overexpressed in KRAS-mutated (KRASmut) NSCLC and is the target of the FDA-approved ADC Tivdak. Here, we employed HuSC1-39, the parent antibody of a clinical stage TF-ADC (NCT04843709), to investigate the role of TF in KRASmut NSCLC. We found that patients with TF-overexpression had poor survival, elevated P-ERK/P-AKT activity levels and low immune effector cell infiltration in the tumor. In a panel of KRASG12C cell lines, KRASG12C-I response correlated with suppression of TF mRNA, which was not observed in resistant cells. In the drug resistant cells, TF-overexpression relied on an mTORC2-mediated and proteasome-dependent pathway. Combination treatment of HuSC1-39 or mTORC1/2 inhibitor MTI-31 with KRASG12C-I each produced synergistic antitumor efficacy in cell culture and in an orthotopic lung tumor model. TF-depletion in the resistant cells diminished epithelial mesenchymal transition, reduced tumor growth and greatly sensitized KRASG12C-I response. Moreover, employing immunohistochemistry and coculture studies, we demonstrated that HuSC1-39 or MTI-31 reset the tumor microenvironment and restore KRASG12C-I sensitivity by reshaping an M1-like macrophage profile with greatly enhanced phagocytic capacity toward tumor cell killing. Thus, we have identified the TF/mTORC2 axis as a critical new mechanism for triggering immunosuppression and KRASG12C-I resistance. We propose that targeting this axis with HuSC1-39 or MTI-31 will improve KRASG12C-I response in KRAS-driven NSCLC.
Insights
Targeting tissue factor (TF) and the mTORC2 pathway can overcome resistance to KRASG12C inhibitors in non-small cell lung cancer (NSCLC). Combination therapies show synergistic effects, improving patient outcomes.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- KRASG12C inhibitors offer promise for non-small cell lung cancer (NSCLC) but face intrinsic and acquired resistance.
- Tissue factor (TF) is overexpressed in KRAS-mutated NSCLC and linked to poor survival and suppressed anti-tumor immunity.
- The TF/mTORC2 axis is implicated in resistance mechanisms to targeted therapies.
Purpose of the Study:
- To investigate the role of tissue factor (TF) in KRASG12C-mutated NSCLC resistance to KRASG12C inhibitors.
- To explore combination strategies involving TF-targeting agents and KRASG12C inhibitors.
- To elucidate the mechanisms underlying TF-mediated resistance and immune evasion.
Main Methods:
- Utilized HuSC1-39, a parent antibody of a TF-targeting antibody-drug conjugate (ADC).
- Analyzed TF expression, signaling pathways (ERK, AKT, mTORC2), and immune cell infiltration in NSCLC patient tumors and cell lines.
- Evaluated combination treatments (HuSC1-39 or MTI-31 with KRASG12C-I) in vitro and in an orthotopic lung tumor model.
- Assessed effects on epithelial-mesenchymal transition (EMT) and macrophage polarization.
Main Results:
- TF overexpression correlated with poor survival, elevated P-ERK/P-AKT, and low immune cell infiltration in KRAS-mutated NSCLC.
- Resistant KRASG12C-NSCLC cells exhibited TF overexpression dependent on an mTORC2-mediated, proteasome-dependent pathway.
- Combination therapy with HuSC1-39 or MTI-31 synergistically reduced tumor growth and sensitized KRASG12C-I response.
- TF depletion diminished EMT, reduced tumor growth, and enhanced KRASG12C-I sensitivity.
- TF-targeting agents modulated the tumor microenvironment, promoting M1-like macrophages with enhanced phagocytic capacity.
Conclusions:
- The TF/mTORC2 axis is a novel mechanism driving immunosuppression and resistance to KRASG12C inhibitors in NSCLC.
- Targeting this axis with HuSC1-39 or mTORC1/2 inhibitors can overcome resistance and improve therapeutic efficacy.
- Combination strategies hold potential for enhancing treatment outcomes in KRAS-driven NSCLC.
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