Puromycin N-acetyltransferase Research Articles

Cell type–specific labeling of newly synthesized proteins by puromycin inactivation

Puromycin and its derivative O-propargyl puromycin (OPP) have recently found widespread use in detecting nascent proteins. Use of these metabolic labels in complex mixtures of cells leads to indiscriminate tagging of nascent proteomes independent of cell type. Here we show how a widely used mammalian selection marker, puromycin N-acetyltransferase (PAT), can be re-purposed for cell-specific metabolic labelling. This approach, which we named Puromycin Inactivation for Cell-Selective proteome Labelling (PICSL), is based on efficient inactivation of puromycin or OPP in cells expressing PAT and detection of translation in other cell types. Using co-cultures of neurons and glial cells from the rat brain cortex, we show the application of PICSL for puromycin immunostaining, western blot and mass-spectrometric identification of nascent proteins. By combining PICSL and OPP-ID proteomics, cell-type enriched proteins can be identified based on reduced OPP labelling in the cell type of interest.

PtARgenOM-A Flexible Vector For CRISPR/CAS9 Nonviral Delivery.

Viral-mediated delivery of the CRISPR-Cas9 system is one the most commonly used techniques to modify the genome of a cell, with the aim of analyzing the function of the targeted gene product. While these approaches are rather straightforward for membrane-bound proteins, they can be laborious for intracellular proteins, given that selection of full knockout (KO) cells often requires the amplification of single-cell clones. Moreover, viral-mediated delivery systems, besides the Cas9 and gRNA, lead to the integration of unwanted genetic material, such as antibiotic resistance genes, introducing experimental biases. Here, an alternative non-viral delivery approach is presented for CRISPR/Cas9, allowing efficient and flexible selection of KO polyclonal cells. This all-in-one mammalian CRISPR-Cas9 expression vector, ptARgenOM, encodes the gRNA and the Cas9 linked to a ribosomal skipping peptide sequence followed by the enhanced green fluorescent protein and the puromycin N-acetyltransferase, allowing for transient, expression-dependent selection and enrichment of isogenic KO cells. After evaluation using more than 12 distinct targets in 6 cell lines, ptARgenOM is found to be efficient in producing KO cells, reducing the time required to obtain a polyclonal isogenic cell line by 4-6 folds. Altogether ptARgenOM provides a simple, fast, and cost-effective delivery tool for genome editing.

Nuclear transformation of a dinoflagellate symbiont of corals

Dinoflagellates are a diverse and ecologically important group of single-celled eukaryotes. Many are photosynthetic autotrophs while others are predatory, parasitic, or symbiotic. One major group — the Symbiodiniaceae — is well known for its role as coral symbionts that provide the coral host with vital nutrients. While genetic transformation protocols have been published for some non-symbiotic dinoflagellate species, robust methods for genetic manipulation of coral symbionts are lacking, hindering a detailed molecular understanding of this critical symbiotic interaction. Here, we describe the successful transformation of coral symbiont Breviolum minutum (strain SSB01). Using Golden Gate modular plasmid assembly and electroporation, we drove transient NLS-GFP expression from an endogenous dinoflagellate virus nuclear protein (DVNP) promoter and successfully targeted GFP to the dinoflagellate nucleus. We further determined that puromycin can efficiently select transformed cells using the puromycin N-acetyltransferase (pac) resistance gene. Transformed cells could be maintained under antibiotic selection for at least 12 months without losing resistance, albeit with slowly attenuating fluorescence signal. We thus tested the expression of hybrid GFP-2A-PAC polypeptides under the control of a single promoter sequence to overcome loss of fluorescence, but lack of efficient 2A cleavage seemingly hindered antibiotic selection interfering GFP function. Despite this, our transformation approach now allows unanswered questions of dinoflagellate biology to be addressed, as well as fundamental aspects of dinoflagellate-coral symbiosis.

Purification of human iPSC-derived cells at large scale using microRNA switch and magnetic-activated cell sorting.

SummaryFor regenerative cell therapies using pluripotent stem cell (PSC)-derived cells, large quantities of purified cells are required. Magnetic-activated cell sorting (MACS) is a powerful approach to collect target antigen-positive cells; however, it remains a challenge to purify various cell types efficiently at large scale without using antibodies specific to the desired cell type. Here we develop a technology that combines microRNA (miRNA)-responsive mRNA switch (miR-switch) with MACS (miR-switch-MACS) to purify large amounts of PSC-derived cells rapidly and effectively. We designed miR-switches that detect specific miRNAs expressed in target cells and controlled the translation of a CD4-coding transgene as a selection marker for MACS. For the large-scale purification of induced PSC-derived cardiomyocytes (iPSC-CMs), we transferred miR-208a-CD4 switch-MACS and obtained purified iPSC-CMs efficiently. Moreover, miR-375-CD4 switch-MACS highly purified pancreatic insulin-producing cells and their progenitors expressing Chromogranin A. Overall, the miR-switch-MACS method can efficiently purify target PSC-derived cells for cell replacement therapy.

A transgenic mouse embryonic stem cell line for puromycin selection of V0V interneurons from heterogenous induced cultures

BackgroundSpinal interneurons (INs) relay sensory and motor control information between the brain and body. When this relay circuitry is disrupted from injury or disease, it is devastating to patients due to the lack of native recovery in central nervous system (CNS) tissues. Obtaining a purified population of INs is necessary to better understand their role in normal function and as potential therapies in CNS. The ventral V0 (V0V) INs are excitatory neurons involved in locomotor circuits and are thus of interest for understanding normal and pathological spinal cord function. To achieve scalable amounts of V0V INs, they can be derived from pluripotent sources, such as mouse embryonic stem cells (mESCs), but the resultant culture is heterogenous, obscuring the specific role of V0V INs. This study generated a transgenic mESC line to enrich V0V INs from induced cultures to allow for a scalable, enriched population for future in vitro and in vivo studies.MethodsThe transgenic Evx1-PAC mESC line was created by CRISPR-Cas9-mediated insertion of puromycin-N-acetyltransferase (PAC) into the locus of V0V IN marker Evx1. Evx1 and PAC mRNA expression were measured by qPCR. Viability staining helped establish the selection protocol for V0V INs derived from Evx1-PAC mESCs inductions. Immunostaining was used to examine composition of selected inductions. Cultures were maintained up to 30 days to examine maturation by expression of mature/synaptic markers, determined by immunostaining, and functional activity in co-cultures with selected motor neurons (MNs) and V2a INs on microelectrode arrays (MEAs).ResultsV0V IN inductions were best selected with 4 µg/mL puromycin on day 10 to 11 and showed reduction of other IN populations and elimination of proliferative cells. Long-term selected cultures were highly neuronal, expressing neuronal nuclear marker NeuN, dendritic marker MAP2, pre-synaptic marker Bassoon, and glutamatergic marker VGLUT2, with some cholinergic VAChT-expressing cells. Functional studies on MEAs showed that co-cultures with MNs or MNs plus V2a INs created neuronal networks with synchronized bursting.ConclusionsEvx1-PAC mESCs can be used to purify V0V IN cultures for largely glutamatergic neurons that can be used in network formation studies or for rodent models requiring transplanted V0V INs.

DNA Engineering and Hepatitis B Virus Replication.

Recombinant DNA technology is a vital method in human hepatitis B virus (HBV), producing reporter viruses or vectors for gene transferring. Researchers have engineered several genes into the HBV genome for different purposes; however, a systematic analysis of recombinant strategy is lacking. Here, using a 500-bp deletion strategy, we scanned the HBV genome and identified two regions, region I (from nt 2,118 to 2,814) and region II (from nt 99 to 1,198), suitable for engineering. Ten exogenous genes, including puromycin N-acetyl transferase gene (Pac), blasticidin S deaminase gene (BSD), Neomycin-resistance gene (Neo), Gaussia luciferase (Gluc), NanoLuc (Nluc), copGFP, mCherry, UnaG, eGFP, and tTA1, were inserted into these two regions and fused into the open reading frames of hepatitis B core protein (HBC) and hepatitis B surface protein (HBS) via T2A peptide. Recombination of 9 of the 10 genes at region 99–1198 and 5 of the 10 genes at region 2118–2814 supported the formation of relaxed circular (RC) DNA. HBV DNA and HBV RNA assays implied that exogenous genes potentially abrogate RC DNA by inducing the formation of adverse secondary structures. This hypothesis was supported because sequence optimization of the UnaG gene based on HBC sequence rescued RC DNA formation. Findings from this study provide an informative basis and a valuable method for further constructing and optimizing recombinant HBV and imply that DNA sequence might be intrinsically a potential source of selective pressure in the evolution of HBV.

Strategies for all-at-once and stepwise selection of cells with multiple genetic manipulations

The genetic manipulation of cells followed by their selection is indispensable for cell biological research. Although antibiotics-resistant genes are commonly used as selection markers, optimization of the condition for each selective agent is required. Here we utilized split-inteins and the drug-selectable marker puromycin N-acetyltransferase (PAC) to develop a system that enables the selection of cells simultaneously or sequentially transfected with multiple genetic constructs, using only puromycin. The active PAC enzyme was reconstituted by intein-mediated trans-splicing at several inherent or engineered serine/cysteine residues. Multiple splitting and reconstitution of active PAC was readily achieved by selecting optimum division sites based on the cellular tolerance to various puromycin concentrations. To achieve the stepwise selection method, PAC-intein fragments were transduced into cells using a virus-like particle (VLP) composed of HIV-1 gag-pol and VSV-G. The PAC-intein-VLP successfully conferred sufficient PAC activity for puromycin selection, which was quickly diminished in the absence of the VLP. Our findings demonstrate a versatile strategy for establishing markers for all-at-once or stepwise selection of multiple genetic manipulations, which will be useful in many fields of biology.

Structure-guided selection of puromycin N-acetyltransferase mutants with enhanced selection stringency for deriving mammalian cell lines expressing recombinant proteins

Puromycin and the Streptomyces alboniger-derived puromycin N-acetyltransferase (PAC) enzyme form a commonly used system for selecting stably transfected cultured cells. The crystal structure of PAC has been solved using X-ray crystallography, revealing it to be a member of the GCN5-related N-acetyltransferase (GNAT) family of acetyltransferases. Based on structures in complex with acetyl-CoA or the reaction products CoA and acetylated puromycin, four classes of mutations in and around the catalytic site were designed and tested for activity. Single-residue mutations were identified that displayed a range of enzymatic activities, from complete ablation to enhanced activity relative to wild-type (WT) PAC. Cell pools of stably transfected HEK293 cells derived using two PAC mutants with attenuated activity, Y30F and A142D, were found to secrete up to three-fold higher levels of a soluble, recombinant target protein than corresponding pools derived with the WT enzyme. A third mutant, Y171F, appeared to stabilise the intracellular turnover of PAC, resulting in an apparent loss of selection stringency. Our results indicate that the structure-guided manipulation of PAC function can be utilised to enhance selection stringency for the derivation of mammalian cell lines secreting elevated levels of recombinant proteins.

Feasible development of stable HEK293 clones by CRISPR/Cas9-mediated site-specific integration for biopharmaceuticals production.

To inspect the feasibility of recombinant stable HEK293 cell lines development for biopharmaceuticals production using CRISPR/Cas9-mediated site-specific integration. Using EGFP as a model protein, we first confirmed that the 'safe harbor' AAVS1 locus could be successfully targeted and the exogenous genes could be integrated through homology-directed repair induced by CRISPR/Cas9 technology. Then we constructed a donor plasmid harboring CTLA4Ig gene with an upstream CMV promoter and a downstream puromycin N-acetyltransferase gene to accelerate the efficient integration and selection of CTLA4Ig expression clones. After puromycin enrichment, the transfected pool was diluted for single clone selection, and 12 recombinant clones with CTLA4Ig expression were finally selected with a targeting efficiency of 25.8%. Productivity assay demonstrated that a frequency of 83.3% of selected clone were of consistent productivities, thus illustrating the high efficiency and success rate of this strategy. CRISPR/Cas9 mediated site-specific integration is an efficient and reliable tool to establishment recombinant stable HEK293 cell lines for both academic and industrial applications.

Scarless Genome Editing of Human Pluripotent Stem Cells via Transient Puromycin Selection.

SummaryGenome-edited human pluripotent stem cells (hPSCs) have broad applications in disease modeling, drug discovery, and regenerative medicine. We present and characterize a robust method for rapid, scarless introduction or correction of disease-associated variants in hPSCs using CRISPR/Cas9. Utilizing non-integrated plasmid vectors that express a puromycin N-acetyl-transferase (PAC) gene, whose expression and translation is linked to that of Cas9, we transiently select for cells based on their early levels of Cas9 protein. Under optimized conditions, co-delivery with single-stranded donor DNA enabled isolation of clonal cell populations containing both heterozygous and homozygous precise genome edits in as little as 2 weeks without requiring cell sorting or high-throughput sequencing. Edited cells isolated using this method did not contain any detectable off-target mutations and displayed expected functional phenotypes after directed differentiation. We apply the approach to a variety of genomic loci in five hPSC lines cultured using both feeder and feeder-free conditions.

ExVivo Selection of Transduced Hematopoietic Stem Cells for Gene Therapy of β-Hemoglobinopathies.

Although gene transfer to hematopoietic stem cells (HSCs) has shown therapeutic efficacy in recent trials for several individuals with inherited disorders, transduction incompleteness of the HSC population remains a hurdle to yield a cure for all patients with reasonably low integrated vector numbers. In previous attempts at HSC selection, massive loss of transduced HSCs, contamination with non-transduced cells, or lack of applicability to large cell populations has rendered the procedures out of reach for human applications. Here, we fused codon-optimized puromycin N-acetyltransferase to herpes simplex virus thymidine kinase. When expressed from a ubiquitous promoter within a complex lentiviral vector comprising the βAT87Q-globin gene, viral titers and therapeutic gene expression were maintained at effective levels. Complete selection and preservation of transduced HSCs were achieved after brief exposure to puromycin in the presence of MDR1 blocking agents, suggesting the procedure’s suitability for human clinical applications while affording the additional safety of conditional suicide.

Puromycin Selection Confounds the RNA-Seq Profiles of Primary Human Erythroblasts

Lentiviral transduction followed by puromycin selection is a well-recognized procedure for gene transfer and expression experiments using a variety of cell types including human hematopoietic stem and progenitor cells. Despite its widespread application, research regarding the potential effects of bacterial puromycin N-acetyltransferase (pac) gene expression in mammalian cell cultures is incomplete. Here the potential for puromycin selection to affect transcriptome profiles was examined using a well-studied model for human erythropoiesis. Experiments were performed using primary CD34(+) cells from six adult healthy human donors transduced with two commercially available pac-encoding lentiviral vectors and compared to non-transduced control cells. RNA-Seq gene expression profiles were generated at the proerythroblast stage of differentiation, then differential gene expression was analyzed with DEseq2 in R-Studio software. Inter-donor variation in the gene expression profiles and variations between puromycin selected populations after transduction of the separate lentiviral vectors was manifested by significant differences in the RNA detection levels of less than 0.1%. However, puromycin selection after pac gene transduction caused significant changes in over 5% of the mRNA when compared to non-transduced controls. The results suggest that consideration should be given for the potential of puromycin selection to confound the interpretation of RNA-Seq transcriptome profiles.

Murine transgenic iPS cell line for monitoring and selection of cardiomyocytes

We report here a transgenic murine induced pluripotent stem cell (iPSC) line expressing puromycin N-acetyltransferase (PAC) and enhanced green fluorescent protein (EGFP) under the control of α-myosin heavy chain promoter. This transgenic cell line reproducibly differentiates into EGFP-expressing cardiomyocytes (CMs) which can be generated at high purity with puromycin treatment and exhibit molecular and functional properties of immature heart muscle cells. This genetically modified iPSC line can be used for assessment of the utility of CMs for myocardial repair, pharmacological and toxicological applications and development of improved cardiac differentiation protocols.

Sequencing and analysis of the resistome of Streptomyces fradiae ATCC19609 in order to develop a test system for screening of new antimicrobial agents

The paper provides the annotation and data on sequencing the antibiotic resistance genes in Streptomyces fradiae strain ATCC19609, highly sensitive to different antibiotics. Genome analysis revealed four groups of genes that determined the resistome of the tested strain. These included classical antibiotic resistance genes (nine aminoglycoside phosphotransferase genes, two beta-lactamase genes, and the genes of puromycin N-acetyltransferase, phosphinothricin N-acetyltransferase, and aminoglycoside acetyltransferase); the genes of ATP-dependent ABC transporters, involved in the efflux of antibiotics from the cell (MacB-2, BcrA, two-subunit MDR1); the genes of positive and negative regulation of transcription (whiB and padR families); and the genes of post-translational modification (serine-threonine protein kinases). A comparative characteristic of aminoglycoside phosphotransferase genes in S. fradiae ATCC19609, S. lividans TK24, and S. albus J1074, the causative agent of actinomycosis, is provided. The possibility of using the S. fradiae strain ATCC19609 as the test system for selection of the macrolide antibiotic oligomycin A derivatives with different levels of activity is demonstrated. Analysis of more than 20 semisynthetic oligomycin A derivatives made it possible to divide them into three groups according to the level of activity: inactive (>1 nmol/disk), 10 substances; with medium activity level (0.05–1 nmol/disk), 12 substances; and more active (0.01–0.05 nmol/disk), 2 substances. Important for the activity of semisynthetic derivatives is the change in the position of the 33rd carbon atom in the oligomycin A molecule.

Generation of highly enriched V2a interneurons from mouse embryonic stem cells

Challenges in parsing specific contributions to spinal microcircuit architecture have limited our ability to model and manipulate those networks for improved functional regeneration after injury or disease. While spinal interneurons (INs) have been implicated in driving coordinated locomotor behaviors, they constitute only a small percentage of the spinal cord and are difficult to isolate from primary tissue. In this study, we employed a genetic strategy to obtain large quantities of highly enriched mouse embryonic stem cell (ESC)-derived V2a INs, an excitatory glutamatergic IN population that is defined by expression of the homeodomain protein Chx10 during development. Puromycin N-acetyltransferase expression was driven by the native gene regulatory elements of Chx10 in the transgenic ESC line, resulting in positive selection of V2a INs after induction and treatment with puromycin. Directly after selection, approximately 80% of cells are Chx10+, with 94% Lhx3+; after several weeks, cultures remain free of proliferative cell types and mature into normal glutamatergic neurons as assessed by molecular markers and electrophysiological methods. Functional synapses were observed between selected ESC-derived V2a INs and motor neurons when co-cultured, demonstrating the potential of these cells to form neural networks. While ESC-derived neurons obtained in vitro are not identical to those that develop in the spinal cord, the transgenic ESCs here provide a unique tool to begin studying V2a INs in isolation or for use in in vitro models of spinal microcircuits.

A puromycin selectable cell line for the enrichment of mouse embryonic stem cell-derived V3 interneurons.

IntroductionSpinal V3 interneurons (INs) are a commissural, glutamatergic, propriospinal neuron population that holds great potential for understanding locomotion circuitry and local rewiring after spinal cord injury. Embryonic stem cells hold promise as a cell source. However, the inevitable heterogeneity resulting from differentiation protocols makes studying post-mitotic stem cell-derived neuron populations difficult because proliferative glia quickly overtake a culture. Previously, an induction protocol for V3 INs was established. However, because of the heterogeneous population resulting from the induction protocol, functional characterization of the induced cells was not possible.MethodsA selectable murine transgenic embryonic stem cell (ESC) line (Sim1-Puro) was generated by recombineering. The expression of the puromycin resistance enzyme, puromycin N-acetyl-transferase (PAC), was knocked into the locus of a post-mitotic V3 IN marker (Sim1), allowing Sim1 gene regulatory elements to control PAC expression. The resulting cell line was characterized for Sim1 expression by in situ hybridization, for glutamatergic marker expression by immunocytochemistry and quantitative real time polymerase chain reaction (qRT-PCR), and for functional maturation by electrophysiology.ResultsPuromycin selection significantly enriched the population for V3 INs, allowing long-term characterization. The selected population expressed the neuronal marker β-III tubulin and the glutamatergic neuron marker VGluT2. The selected V3 INs also exhibited appropriate functional maturation, as assessed by electrophysiology, and remained glutamatergic for 2 weeks.ConclusionThe Sim1-Puro cell line provides a simple, high throughput method for generating large numbers of V3 INs from mouse ESCs for future in vitro and cell transplantation studies.Electronic supplementary materialThe online version of this article (doi:10.1186/s13287-015-0213-z) contains supplementary material, which is available to authorized users.

A new method for generating high purity motoneurons from mouse embryonic stem cells.

A common problem with using embryonic stem (ES) cells as a source for analysis of gene expression, drug toxicity, or functional characterization studies is the heterogeneity that results from many differentiation protocols. The ability to generate large numbers of high purity differentiated cells from pluripotent stem cells could greatly enhance their utility for in vitro characterization studies and transplantation in pre-clinical injury models. Population heterogeneity is particularly troublesome for post-mitotic neurons, including motoneurons, because they do not proliferate and are quickly diluted in culture by proliferative phenotypes, such as glia. Studies of motoneuron biology and disease, in particular amyotrophic lateral sclerosis, can benefit from high purity motoneuron cultures. In this study, we engineered a transgenic-ES cell line where highly conserved enhancer elements for the motoneuron transcription factor Hb9 were used to drive puromycin N-acetyltransferase expression in ES cell-derived motoneurons. Antibiotic selection with puromycin was then used to obtain high purity motoneuron cultures following differentiation of mouse ES cells. Purity was maintained during maturation allowing the production of consistent, uniform populations of cholinergic ES cell-derived motoneurons. Appropriate functional properties of purified motoneurons were verified by acetylcholinesterase activity and electrophysiology. Antibiotic selection, therefore, can provide an inexpensive alternative to current methods for isolating ES cell-derived motoneurons at high purity that does not require specialized laboratory equipment and provides a unique platform for studies in motoneuron development and degeneration.

Novel membrane‐bound reporter molecule for sorting high producer cells by flow cytometry

We developed a membrane bound reporter and selection molecule for sorting by fluorescence activated cell sorting (FACS) of cells producing a protein of interest. This molecule is composed of a transmembrane (TM) domain, fused on its extracellular end to a biotin mimetic peptide (BMP) and on its intracellular side to puromycin N-acetyl transferase (PAC). In this format BMP is displayed on the cell membrane surface and PAC faces the cell cytoplasm. BMP was detected and quantified on the cell surface by fluorescently labelled streptavidin, allowing cell sorting by FACS, according to the reporter expression level. The reporter and a gene of interest (GOI) were connected on the same transcript via an internal ribosomal entry site (IRES). The reporter expression level was found to correlate with that of the GOI, enabling sorting of high producer cells by FACS. Thus, the highest fluorescent cells sorted had also the highest protein of interest (POI) productivity level.

Highly efficient, in vivo optimized, archaeal endonuclease for controlled RNA splicing in mammalian cells

ARCHAEA-ExPRESs is an mRNA modification technology that makes use of components derived from the Archaeon Methanocaldococcus jannaschii, namely the tRNA splicing endonuclease (MJ-EndA) and its natural substrate, the bulge-helix-bulge (BHB) structure (1). These components can perform both cis- and trans-splicing in cellular and animal models and may provide a convenient way to modulate gene expression using components independent of cellular regulatory networks. To use MJ-EndA in stable expression mammalian systems, we developed variants characterized by high efficiency and sustainable in vivo activity. The MJ-EndA variants were created by the introduction of proper localization signals followed by mutagenesis and direct selection in mammalian cells. Of note, enzyme selection used an in vivo selection method based on puromycin resistance conferred to cells by BHB-mediated intron splicing from an out-of-frame puromycin N-acetyl transferase (PAC) gene. This approach yielded several endonuclease variants, the best of which showed 40-fold higher activity compared to the parental enzyme and stable processing of 30% of the target mRNA. Notably, these variants showed complete compatibility with long-term expression in mammalian cells, suggesting that they may be usefully applied in functional genomics and genetically modified animal models.

Fusion of fluorescent protein to puromycin N-acetyltransferase is useful in Drosophila Schneider S2 cells expressing heterologous proteins

The Drosophila melanogaster Schneider 2 (S2) cell line was established in 1972. Many studies have indicated that generation of recombinant proteins with S2 cells is more desirable than using other methods, since native proteins derived from S2 cells do not usually interact with those derived from mammalian cells. In order to minimize the duration for selections, we established an all-in-one single plasmid pMT-PURO, which enables to express the gene of interest as well as a selection gene "pac". However, there is a weak point in the system. In order to verify the hallmark of the transformed cells, puromycin selection as well as verification of the gene of interests is still necessary. To improve this situation, we generated pMT-PURO2G and pMT-PURO2R, which enable to verify the hallmark of the transformed cells during the selections by the detection of enhanced green fluorescent protein (EGFP) or DsRED2. This new system gives reliable and reproductive results for recombinant protein synthesis and gets rid of some degree of uncertainty for the outcome of the transfection.