KRAS inhibition drives adaptive surfaceome remodeling and reveals ALPP/ALPPL2 as a targetable vulnerability in pancreatic cancer
DeLiberty, J. M.; Kong, F. Y.; Yu, Q.; Sindoni, N.; Lin, J.; Kang, K.; Kim, E. Y.; Chen, S.; Padhye, A.; Coker, O.; Choe, J. H.; Paulo, J. A.; Shin, M.; Hendrianto, L.; Takahashi, K.; Varga-Wiles, J.; Parent, B. D.; Li, Z.; Shubitidze, S.; Oni, T. E.; Peng, D. H.; Heffernan, T. P.; Liu, S.; Yeung, B. K. S.; Zou, B.; Stalnecker, C. A.; Aguirre, A. J.; Mancias, J. D.
Show abstract
KRAS is mutated in over 90% of pancreatic ductal adenocarcinoma (PDAC) and is required for tumor initiation and maintenance. While clinical trials testing mutant-selective and pan-RAS inhibitors (KRASi) have demonstrated significant clinical benefit, genetic and non-genetic mechanisms of resistance limit the long-term efficacy of monotherapy strategies. Here, we used quantitative temporal analysis of the global, phosphorylation, and surface proteome to comprehensively identify non-genetic adaptive pathways and cell surface biomarkers in response to acute and long-term KRAS inhibition in PDAC. Through integrative machine learning analysis of the KRASi-proteome and publicly available datasets, we discovered top priority cell surface targets for combination therapy with KRASi. We identified Placental Alkaline Phosphatase (ALPP) as upregulated in response to KRASi through compensatory JAK2/STAT3 signaling. We developed a novel clinical grade ALPP/ALPPL2 (ALPG)-targeting antibody drug conjugate (ADC) with site-specific MMAE conjugation and demonstrated single agent efficacy in PDAC models, as well as enhanced internalization and anti-tumor efficacy in combination with KRASi. Together, these studies comprehensively define the KRASi-induced proteome and identify ALPP/ALPPL2 as a promising cell surface target for combination with KRASi to enhance response and forestall KRASi resistance.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Targeting the mSWI/SNF Complex in POU2F-POU2AF Transcription Factor-Driven Malignancies 92%
- Multi-omic landscape of human gliomas from diagnosis to treatment and recurrence 92%
- Genomic and transcriptomic determinants of therapy resistance and immune landscape evolution during anti-EGFR treatment in colorectal cancer 91%
Similar papers in this journal
Similar papers in this journal
- Desmoplastic stroma restricts T cell extravasation and mediates immune exclusion and immunosuppression in solid tumors 92%
- XENTURION, a multidimensional resource of xenografts and tumoroids from metastatic colorectal cancer patients for population-level translational oncology 92%
- A focal adhesion kinase-YAP signaling axis drives drug tolerant persister cells and residual disease in lung cancer 92%
Similar papers in this journal
- Homogeneity of antibody-drug conjugates critically impacts the therapeutic efficacy in brain tumors 92%
- GLIS3 Marks a Neural-like Progenitor Cell State that Drives Metastasis in Pancreatic Ductal Adenocarcinoma 91%
- NRCAM variant defined by microexon skipping is a targetable cell surface proteoform in high-grade gliomas 91%
Similar papers in this journal
- Functional diagnostics using fresh uncultured lung tumor cells to guide personalized treatments 91%
- An Omic and Multidimensional Spatial Atlas from Serial Biopsies of an Evolving Metastatic Breast Cancer 91%
- Spatial multi-omics unveils the monoclonal origin, neuroendocrine plasticity, and microenvironment niches in combined small cell lung cancer 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.