bioRxivBioengineeringPreprint
Structure-Activity Mapping of Intraperitoneal mRNA-LNPs: Decoupling Tumor and Liver Biodistribution in Pancreatic Cancer
Farhana S. Islam, Ashish Das, Md. AshaduzzamaniD, Ling DingiD, Neha KumariiD, Ran DaiiD, David OupickýiD
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains difficult to treat with nucleic acid therapeutics because efficient intratumoral delivery is limited and off-target liver accumulation is common. Here, we developed a structure-activity map for intraperitoneally administered mRNA lipid nanoparticles (mRNA-LNPs) to identify formulation features that improve delivery to pancreatic tumors while reducing liver expression. A full-factorial library of 48 mRNA-LNP formulations was generated by varying ionizable lipid, sterol, phospholipid, and PEG-lipid components. Formulations were characterized for size, polydispersity, zeta potential, and encapsulation, then evaluated in an orthotopic KPC8060 pancreatic tumor model after intraperitoneal administration of firefly luciferase mRNA-loaded LNPs. Biodistribution was assessed by Rhodamine B fluorescence and functional delivery by luciferase expression 12 h after dosing. Lipid composition strongly influenced both physicochemical properties and in vivo performance. G0-C14-based formulations produced the smallest and most homogeneous particles, whereas FTT5-containing formulations were generally larger. Across the 48-formulation library, mRNA expression and nanoparticle biodistribution varied significantly among tumor, pancreas, liver, and spleen. Statistical, decision-tree, and predictive modeling analyses identified composition rules associated with organ-selective delivery. High tumor expression was associated primarily with G0-C14 combined with DSPC and {beta}-sitosterol, whereas liver expression was favored by C12-200 or DLin-MC3-DMA with DOPE and DSPE-PEG. Notably, a G0-C14/DSPC/DSPE-PEG formulation emerged as a lead candidate, producing a greater than 6-fold increase in tumor luciferase signal relative to the library median while reducing liver exposure by approximately 60%. Histopathology showed no treatment-related liver or lung toxicity. These findings define actionable formulation rules for tuning intraperitoneal mRNA-LNP delivery in PDAC and support further development of tumor-selective mRNA therapeutics for pancreatic cancer.
- organism: mouse
- assay: bulk RNA-seq
- research focus: drug response / drug discovery
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 1
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
- Gastrointestinal delivery of mRNA lipid nanoparticles selectively targets the pancreas
Abdulraouf M. Abbas, Ramy W. Ghanim, … Alex Abramson·bioRxiv·Sep 15, 2025
- Reengineering mRNA lipid nanoparticles for systemic delivery to pancreas
Ivan Isaac, Luv Patel, … Chandrabali Bhattacharya·Advanced MaterialsPeer-reviewed·Jun 12, 2025
- Multiplexed cytokine and antigen mRNA administration generates durable anti-tumor immunity against pancreatic cancer
Chaitanya Naimesh Parikh, Kelly D. DeMarco, … Marcus A. Ruscetti·Nature CommunicationsPeer-reviewed·Jun 19, 2026
- Optimizing C14120-based LNPs for in vitro and in vivo mRNA delivery
Ping Song, Junyi Su, … Jørgen Kjems·Molecular Therapy — Nucleic AcidsPeer-reviewed·Feb 13, 2026
- Endosomal escape of delivered mRNA from endosomal recycling tubules visualized at the nanoscale
P. Paramasivam, C. Franke, … M. Zerial·bioRxiv·Dec 18, 2020
- Lipid nanoparticle shape and morphology determine the magnitude and duration of mRNA transfection
Sara Elsafy, Martin Dulle, … Alexandros Marios Sofias·bioRxiv·Oct 22, 2026