bioRxivCancer BiologyPreprint
Molecular Profiling and High-Content Drug Screening of Metastatic Colorectal Cancer Organoids Reveal Evolutionary Mechanisms of Pan-KRAS Inhibitor Resistance
Gizem Damla YalçıniD, Kubra Celikbas YilmaziD, Raffaella KlimaiD, Olcay KurtulaniD, Düriye Özer TürkayiD, Oktay Halit AktepeiD, Ahmet Bulent DogruliD, Cenk SökmensüeriD, Volkan ÖteriD, Erdal Birol BostanciiD, Javier Fernández-MateosiD, Suayib Yalcin, Luca BragaiD, Ahmet AcariD
- Citations
- 1
Abstract
Metastatic colorectal cancer exhibits extensive intertumoral and intratumoral heterogeneity, which underlies variable treatment responses and the inevitable emergence of drug resistance. Preclinical models that accurately reflect this heterogeneity and enable the investigation of resistance mechanisms at the clonal level, while also providing sensitive and quantitative measurements of treatment response, remain limited. Here, we describe a living biobank of patient-derived organoids (PDOs), generated from metastatic colorectal cancer samples encompassing various genetic backgrounds, including different KRAS genotypes. These PDOs retain key phenotypic, genomic, and transcriptional features of their matched tumors, and, when coupled with a multiparametric high-content 3D drug-screening platform integrating volumetric growth, nuclear content, and proliferative readouts, enable sensitive detection of subtle responses that are not captured by conventional viability-based assays. Systematic phenotypic profiling identified KRAS mutational status as a major determinant of drug response, with KRAS wild-type organoids exhibiting predominant cytotoxic collapse, whereas KRAS-mutant PDOs displayed cytostatic growth arrest. Building on this phenotypic stratification, we investigated resistance to the pan-KRAS inhibitor BI-2865 by integrating longitudinal drug exposure with expressible DNA barcoding and single-cell RNA sequencing to resolve clonal and transcriptional dynamics. Resistance to BI-2865 arose primarily through transcriptional plasticity rather than widespread genomic alterations. Lineage tracing revealed genotype-dependent trajectories, with de novo emergent clones driving resistance in KRASWT PDO, whereas KRASG13D models were dominated by expansion of pre-existing clones. Single-cell analysis on KRASG13D demonstrated a shared transcriptional landscape comprising multiple resistant states rather than a single convergent identity. Together, our findings define resistance to pan-KRAS inhibition as a modular, state-resolved process driven by transcriptional plasticity and genotype-dependent clonal dynamics and establish PDO-based multiparametric phenotyping combined with lineage-resolved single-cell profiling as a robust framework for dissecting the evolutionary framework of therapeutic resistance in metastatic colorectal cancer.
- organism: human
- assay: scRNA-seq
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Cancer modeling in colorectal organoids reveals intrinsic differences between oncogenic RAS and BRAF variants
J. B. Post, N. Hami, … H. J. G. Snippert·bioRxiv·Nov 29, 2019
- The translational role of SOS1 in colorectal cancer
- Potency and selectivity of a novel pan-RAS inhibitor in 3D bioprinted organoid tumor models
Daniela Farias de Nóbrega, Logan C. Eiler, … Karim I. Budhwani·bioRxiv·Feb 25, 2025
- Macrophage-Derived PDGF-BB and GDF-15 Promote Drug Resistance in KRAS-Mutant Colorectal Cancer
Bjork S. Aston, Hammed A. Badmos, Ross Leigh Cagan·bioRxiv·Apr 27, 2026
- High Throughput Screening Identifies Small Molecules that Synergize with MRTX1133 Against Acquired Resistant KRAS G12D Mutated CRC
Natalie Thielen, Ning Wei, … Chaoyuan Kuang·bioRxiv·Jun 27, 2025
- A window trial in metastatic pancreatic ductal adenocarcinoma reveals resistance mechanisms to targeting the KRAS-MEK pathway
Motoyuki Tsuda, Dove J. Keith, … Rosalie C. Sears·bioRxiv·Dec 15, 2025