title: Predictive modeling of non-viral gene transfer.
abstract: In non-viral gene delivery, the variance of transgenic expression stems from the low number of plasmids successfully transferred. Here, we experimentally determine Lipofectamine- and PEI-mediated exogenous gene expression distributions from single cell time-lapse analysis. Broad Poisson-like distributions of steady state expression are observed for both transfection agents, when used with synchronized cell lines. At the same time, co-transfection analysis with YFP- and CFP-coding plasmids shows that multiple plasmids are simultaneously expressed, suggesting that plasmids are delivered in correlated units (complexes). We present a mathematical model of transfection, where a stochastic, two-step process is assumed, with the first being the low-probability entry step of complexes into the nucleus, followed by the subsequent release and activation of a small number of plasmids from a delivered complex. This conceptually simple model consistently predicts the observed fraction of transfected cells, the cotransfection ratio and the expression level distribution. It yields the number of efficient plasmids per complex and elucidates the origin of the associated noise, consequently providing a platform for evaluating and improving non-viral vectors.
authors: Fakultät für Physik, Ludwig-Maximilians-Universität, Geschwister-Scholl-Platz 1, D-80539 München, Germany. gerlinde.schwake@physik.lmu.de
authors: Gerlinde
authors: G
authors: Schwake
authors: Simon
authors: S
authors: Youssef
authors: Jan-Timm
authors: JT
authors: Kuhr
authors: Sebastian
authors: S
authors: Gude
authors: Maria Pamela
authors: MP
authors: David
authors: Eduardo
authors: E
authors: Mendoza
authors: Erwin
authors: E
authors: Frey
authors: Joachim O
authors: JO
authors: Rädler
mesh_terms: D004847:Epithelial Cells / Q000166:cytology / Q000378:metabolism; D049452:Green Fluorescent Proteins / Q000032:analysis / Q000235:genetics; D006801:Humans; D007097:Imines / Q000008:administration & dosage; D008055:Lipids / Q000008:administration & dosage; D008957:Models, Genetic; D010957:Plasmids / Q000008:administration & dosage*; D011095:Polyethylenes / Q000008:administration & dosage; D014162:Transfection
chemical_list: D007097:Imines; D008055:Lipids; C086724:Lipofectamine; D011095:Polyethylenes; C485184:enhanced green fluorescent protein; C505405:poly(ethylene imine); D049452:Green Fluorescent Proteins