Back

Physiologically Based Pharmacokinetic Modeling of mRNA-Encoded Therapeutics: A Multiscale Framework for LNP and Antibody Trafficking in Mice

Campanile, E.; Pettina, E.; Giampiccolo, S.; Leonardelli, L.; Marchetti, L.

2026-05-13 pharmacology and toxicology
10.64898/2025.12.20.695667 bioRxiv
Show abstract

Antibody-based therapeutics have revolutionized disease treatment, and recent advances in messenger RNA (mRNA) technologies have opened new opportunities for their intracellular production. In particular, in vitro-transcribed mRNA encapsulated in lipid nanoparticles (LNPs) enables targeted delivery to specific cells, where it can enable the synthesis of therapeutic antibodies with prolonged half-lives in a cost-effective manner. Despite rapidly growing experimental data, a modeling framework that integrates mRNA delivery, intracellular expression kinetics, and whole-body antibody disposition remains unavailable. To address this gap, we extended a Physiologically Based Pharmacokinetic model with a novel multiscale layer describing mRNA trafficking, cellular uptake, translation, and degradation. The integrated model was calibrated and validated using five datasets of mRNA-based cancer therapeutics, demonstrating strong predictive performance for the biodistribution of mRNA-encoded antibodies. The newly introduced mRNA layer, while minimally parameterized, effectively represents complex intracellular and systemic processes, enabling quantitative investigation of antibody biodistribution, optimization of dose scheduling, and providing an initial framework for future exploration of how LNP-mRNA formulation influences delivery and pharmacokinetics.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Journal of Controlled Release
39 papers in training set
Top 0.1%
23.2%
2
ACS Nano
99 papers in training set
Top 0.1%
12.9%
3
Molecular Pharmaceutics
16 papers in training set
Top 0.1%
6.5%
4
PLOS Computational Biology
1633 papers in training set
Top 9%
3.7%
5
Advanced Materials
53 papers in training set
Top 0.8%
3.2%
6
Scientific Reports
3102 papers in training set
Top 43%
2.8%
50% of probability mass above
7
Nature Communications
4913 papers in training set
Top 46%
2.2%
8
Computational and Structural Biotechnology Journal
216 papers in training set
Top 3%
1.9%
9
Pharmaceutics
21 papers in training set
Top 0.2%
1.9%
10
Environmental Science & Technology
64 papers in training set
Top 1%
1.9%
11
Advanced Science
249 papers in training set
Top 9%
1.9%
12
Science Advances
1098 papers in training set
Top 17%
1.7%
13
PLOS ONE
4510 papers in training set
Top 56%
1.5%
14
Fluids and Barriers of the CNS
21 papers in training set
Top 0.2%
1.5%
15
European Journal of Nuclear Medicine and Molecular Imaging
19 papers in training set
Top 0.2%
1.4%
16
Frontiers in Pharmacology
100 papers in training set
Top 3%
1.3%
17
Clinical and Translational Science
21 papers in training set
Top 0.7%
1.0%
18
Communications Biology
886 papers in training set
Top 18%
0.9%
19
ACS Central Science
66 papers in training set
Top 2%
0.8%
20
Journal of Extracellular Biology
18 papers in training set
Top 0.1%
0.8%
21
eLife
5422 papers in training set
Top 57%
0.8%
22
Biomaterials
78 papers in training set
Top 1%
0.8%
23
Molecular Therapy Nucleic Acids
32 papers in training set
Top 0.7%
0.8%
24
Light: Science & Applications
16 papers in training set
Top 0.6%
0.8%
25
ACS Biomaterials Science & Engineering
37 papers in training set
Top 1%
0.7%
26
Computers in Biology and Medicine
120 papers in training set
Top 5%
0.7%
27
Small Methods
26 papers in training set
Top 1%
0.7%
28
Angewandte Chemie International Edition
81 papers in training set
Top 4%
0.7%
29
Nano Letters
63 papers in training set
Top 3%
0.7%
30
ACS Pharmacology & Translational Science
40 papers in training set
Top 1%
0.7%