A comprehensive high-throughput FTIR spectroscopy-based method for evaluating the transfection event: estimating the transfection efficiency and extracting associated metabolic responses.
Reporter genes are routinely used in every laboratory for molecular and cellular biology for studying heterologous gene expression and general cellular biological mechanisms, such as transfection processes. Although well characterized and broadly implemented, reporter genes present serious limitations, either by involving time-consuming procedures or by presenting possible side effects on the expression of the heterologous gene or even in the general cellular metabolism. Fourier transform mid-infrared (FT-MIR) spectroscopy was evaluated to simultaneously analyze in a rapid (minutes) and high-throughput mode (using 96-wells microplates), the transfection efficiency, and the effect of the transfection process on the host cell biochemical composition and metabolism. Semi-adherent HEK and adherent AGS cell lines, transfected with the plasmid pVAX-GFP using Lipofectamine, were used as model systems. Good partial least squares (PLS) models were built to estimate the transfection efficiency, either considering each cell line independently (R (2) ≥ 0.92; RMSECV ≤ 2 %) or simultaneously considering both cell lines (R (2) = 0.90; RMSECV = 2 %). Additionally, the effect of the transfection process on the HEK cell biochemical and metabolic features could be evaluated directly from the FT-IR spectra. Due to the high sensitivity of the technique, it was also possible to discriminate the effect of the transfection process from the transfection reagent on KEK cells, e.g., by the analysis of spectral biomarkers and biochemical and metabolic features. The present results are far beyond what any reporter gene assay or other specific probe can offer for these purposes.
Faculdade de Engenharia, Universidade Católica Portuguesa, Estrada Otávio Pato, 2635-631, Rio de Mouro, Portugal.
Filipa
F
Rosa
Faculdade de Engenharia, Universidade Católica Portuguesa, Estrada Otávio Pato, 2635-631, Rio de Mouro, Portugal.
Kevin C
KC
Sales
Faculdade de Engenharia, Universidade Católica Portuguesa, Estrada Otávio Pato, 2635-631, Rio de Mouro, Portugal.
Bernardo R
BR
Cunha
Faculdade de Engenharia, Universidade Católica Portuguesa, Estrada Otávio Pato, 2635-631, Rio de Mouro, Portugal.
Andreia
A
Couto
Faculdade de Engenharia, Universidade Católica Portuguesa, Estrada Otávio Pato, 2635-631, Rio de Mouro, Portugal.|Instituto de Telecomunicações, Instituto Superior Técnico, 1049-001, Lisbon, Portugal.
Marta B
MB
Lopes
Instituto Superior de Engenharia de Lisboa, Rua Conselheiro Emídio Navarro 1, 1959-007, Lisbon, Portugal. ccalado@deq.isel.pt.
Cecília R C
CR
Calado
D017930:Genes, Reporter; D057809:HEK293 Cells; D057166:High-Throughput Screening Assays / Q000379:methods; D006801:Humans; D016018:Least-Squares Analysis; D055442:Metabolome; D017550:Spectroscopy, Fourier Transform Infrared / Q000379:methods*; D014162:Transfection
FT-MIR spectroscopy; GFP; High-throughput analysis; Reporter genes