Abstract
The introduction of multigene constructs into single cells is important for improving the performance of domestic animals, as well as understanding basic biological processes. In particular, multigene constructs allow the engineering and integration of multiple genes related to xenotransplantation into the porcine genome. The piggyBac (PB) transposon system allows multiple genes to be stably integrated into target genomes through a single transfection event. However, to our knowledge, no attempt to introduce multiple genes into a porcine genome has been made using this system. In this study, we simultaneously introduced seven transposons into a single porcine embryonic fibroblast (PEF). PEFs were transfected with seven transposons containing genes for five drug resistance proteins and two (red and green) fluorescent proteins, together with a PB transposase expression vector, pTrans (experimental group). The above seven transposons (without pTrans) were transfected concomitantly (control group). Selection of these transfected cells in the presence of multiple selection drugs resulted in the survival of several clones derived from the experimental group, but not from the control. PCR analysis demonstrated that approximately 90% (12/13 tested) of the surviving clones possessed all of the introduced transposons. Splinkerette PCR demonstrated that the transposons were inserted through the TTAA target sites of PB. Somatic cell nuclear transfer (SCNT) using a PEF clone with multigene constructs demonstrated successful production of cloned blastocysts expressing both red and green fluorescence. These results indicate the feasibility of this PB-mediated method for simultaneous transfer of multigene constructs into the porcine cell genome, which is useful for production of cloned transgenic pigs expressing multiple transgenes.
Keywords: drug selection, porcine embryonic fibroblasts, multiple transgenes, piggyBac, transposon, somatic cell nuclear transfer
1. Introduction
Methods that allow for the coordinated expression of multiple genes in eukaryotic cells have the potential to significantly enhance our ability to genetically engineer the porcine genome. Such methods could have a diverse range of applications, including genetic improvements to domestic stocks, xenotransplantation, investigations of developmental processes, and the development of animal models for human diseases. In pig-to-human xenotransplantation, introducing several xenotransplantation-related genes into the pig genome to avoid possible immunological attack from the host is a long-standing goal [1].
Pronuclear injection of transgene-containing DNA into fertilized eggs is one of the primary methods used for the production of genetically engineered piglets. However, simultaneous introduction of multigene constructs using this method is problematic, because it is difficult to place multiple expression units into a single construct and, even if successful, the expression of one or more expression units is usually suppressed, most likely owing to gene silencing [2]. Lavitrano and colleagues recently succeeded in introducing multiple transgenes into the pig genome using sperm-mediated gene transfer technology [3]. They observed transgene expression in the resulting piglets. However, this technology is not widely used, probably because of the technical difficulties associated with the technique. In this context of genetically engineered animals, it is preferable to employ the somatic cell nuclear transfer (SCNT) method, despite its very low efficiency [4]. This is because (1) it is possible to introduce multiple gene constructs into cells prior to SCNT; (2) the properties of genetically engineered cells (e.g., transgene expression levels) are easy to analyze; and (3) cells expressing high levels of transgene can be easily isolated [5]. The application of other pre-existing selectable markers would allow us to realize such a concept. In this case, it is desirable to obtain transfectants carrying multigene constructs through a single transfection event, since multiple transfections cause deleterious effects on the normal function of a cell, which in turn causes frequent failures in the SCNT-mediated production of cloned piglets.
The piggyBac (PB) system derived from the cabbage looper moth Trichoplusia ni [6] is an emerging technology for efficient genetic modification of mammalian cells [7,8]. During transposition, the PB transposase recognizes transposon-specific inverted terminal repeat sequences (ITRs) located on both ends of the transposon vector and efficiently integrates transgenes into the genome at TTAA nucleotide elements [8,9]. PB has been employed for a variety of applications including in vitro transfection in various mammalian cells [10,11,12,13], generation of transgenic mice [10], in vivo gene transfer in mice [14], gene discovery via insertional mutagenesis [15], and production of inducible pluripotent stem (iPS) cells [16,17,18,19]. It is also a useful tool for obtaining stable transfectants from a small number (5.7 × 104) of hard-to-transfect cells [20]. Such applications have opened new areas of research that can lead to the development of new therapeutic strategies for human diseases. However, the PB-mediated gene delivery system results in random integration of transgenes, leading to occasional transgene silencing, insertional mutagenesis, and positional variegation, probably as a result of transgene silencing [21,22]. These properties are especially important when this vector system is used for therapeutic gene transfer applications.
The aim of this study was to demonstrate the ability of this PB-based gene delivery system to allow simultaneous introduction of multigene constructs into the genome of porcine cells through a single transfection event. As a proof-of-concept, porcine embryonic fibroblasts (PEFs) were co-transfected with seven PB transposons (donor vectors) and a PB transposase expression vector (helper vector), and then selected in the presence of 5 selection drugs. The emerging drug resistant cells were assessed for expression of fluorescence and the presence of multigene constructs integrated into their genome as well as their ability to develop in vitro into cloned embryos.
2. Results
2.1. Experiment 1
We transfected PEFs with single or double PB vectors with pTrans, a PB transposase expression vector (Figure 1A), to test gene transfer efficiency in the PB-based gene delivery system. As controls, PB vectors (without pTrans) were concomitantly introduced as described in the Materials and Methods. The gene transfer efficiency was evaluated by calculating the number of emerging stable transfectants after drug selection. The results are shown in Figure 1B. As expected, transfection with a single PB vector (pT-pac) + pTrans yielded 176 colonies, but with pT-pac alone resulted in only 45 colonies, indicating approximately four-fold higher gene transfer efficiency in this PB-based system. Transfection with double PB vectors (pT-pac + pT-hph) + pTrans yielded 22 colonies, whereas the double PB vectors alone failed to generate any viable colonies. Thus, gene transfer efficiency in transfectants with double PB vectors was reduced approximately seven-fold compared to that observed in transfectants with only a single PB vector. Given these results, we concluded that the PB system confers higher gene transfer efficiency in porcine cells.
2.2. Experiment 2
To demonstrate the utility of the PB-based gene delivery system for acquiring transfectants carrying multiple gene constructs, we transfected PEFs with a cocktail containing seven PB vectors (five drug resistant and two fluorescent plasmids) and pTrans (experimental group) or containing only seven PB vectors (control group). To assess transfection efficiency, fluorescence was inspected using a fluorescence microscope one day after transfection. No appreciable difference in the rate of cells with red and/or green fluorescence was noted (Exp vs. Cont in Figure 2A). However, the rate of stable colonies generated after drug selection was significantly different between the experimental and control groups. In the experimental group, there were 10–13 colonies, whereas no colonies were seen in the control group (Table 1). Inspection of fluorescence revealed that of 13 colonies tested, 12 had both red and green fluorescence (as exemplified by mPB-1 clone in Figure 2B), whereas the remaining colony expressed only green fluorescence (as exemplified by the mPB-13 clone in Figure 2B). These 13 colonies were subjected to colony isolation using paper methods as described in the Materials and Methods; all colonies were successfully propagated. PCR analysis of genomic DNA isolated from these colonies demonstrated that all colonies had five unique drug-resistance genes (Figure 2C). As expected, colonies (mPB-1 to mPB-12) with both red and green fluorescence had both EGFP and tdTomato cDNAs (Figure 2C). The mPB-13 colony exhibiting only green fluorescence had EGFP, but not tdTomato cDNA (Figure 2C).
Table 1.
Treatment | No. of Stable Transfectants | Fluorescence Expression 1 | ||
---|---|---|---|---|
R/G | R | G | ||
Experimental group | ||||
1 | 13 | 12 | 0 | 1 |
2 | 10 | 10 | 0 | 0 |
3 | 18 | 16 | 0 | 2 |
Control group | ||||
1 | 0 | – | – | – |
2 | 0 | – | – | – |
3 | 0 | – | – | – |
1 PEFs (2 × 105) were transfected in a nucleofector solution containing seven PB vectors and pTrans (Experimental group), or only seven PB vectors without pTrans (Control group). After selection with multiple selection drugs, the emerging colonies were picked and propagated as stable transfectants. They were then examined for fluorescence expression under a fluorescence microscope and classified as R/G (cells expressing both EGFP and tdTomato fluorescence), R (cells expressing tdTomato alone), and G (cells expressing EGFP alone). Transfection was performed three times.
Next, we examined the copy number of transposons integrated into the genome of stable PEF transfectants using clones mPB-1 to mPB-3; the results are shown in Figure 2D. Each clone was found to have 1–8 copies for each transposon per diploid cell (Table 2).
Table 2.
Transfectants | pT-EGFP | pT-tdTomato | pT-neo | pT-pac | pT-bsr | pT-hph | pT-Sh ble |
---|---|---|---|---|---|---|---|
mPB-1 | 4 | 2 | 2 | 2 | 1 | 4 | 3 |
mPB-2 | 7 | 7 | 5 | 8 | 4 | 2 | 1 |
mPB-3 | 6 | 5 | 7 | 4 | 3 | 2 | 7 |
1 Estimation of the copy number of each transgene integrated into the host genome of PEF transfectants was performed by PCR using serially diluted transposon DNA, as described in the Materials and Methods section. Identification of each transposon was performed using the following primer sets [23]: EGFP-7S/EGFP-7RV for pT-EGFP, TDR-3S/TDR-3RV for pT-tdTomato, Ne-4S/Ne-4RV for pT-neo, puro-S/puro-3RV for pT-pac, bsr-S/bsr-RV for pT-bsr, Hyg-3S/Hyg-RV for pT-hph, and ble-F/ble-B for pT-Sh ble.
Furthermore, we tested whether the stable transfectants obtained exhibit their original phenotype after long-term cultivation in the absence of selective drug pressure. One clone (mPB-1) exhibiting both green and red fluorescence was cultivated in drug-free medium for three months and then cultured in medium containing all five selective drugs to examine the survivability of this clone. The THEPN cells (showing resistance against G418, puromycin, and hygromycin B; [23]), together with intact PEFs, were also cultured as controls. After 10 days of culture, cells were fixed and stained with Giemsa dye solution. The results are shown in Figure 2E. As expected, mPB-1 survived after treatment with five selective drugs, while the control THEPN and intact PEFs were killed by their treatment.
2.3. Mapping Insertion Sites by Splinkerette PCR
Splinkerette PCR was employed to map the insertion sites in the genome of the stable transfectant mPB-1 obtained in Experiment 2. Six recombinant clones each carrying different inserts were obtained. As shown in Table 3, there were at least five different PB insertion sites in those cells. Sequencing analysis demonstrated that PB was inserted exclusively into the TTAA target sites that had been duplicated upon insertion. All the insertion sites had adjacent sequences that were unrelated to the transposon vectors. BLAST searches of these adjacent sequences against the NCBI database demonstrated that they were all derived from known genomic sequences, including those from the porcine genome. These results suggest that PB-mediated integration into the genome occurred in the porcine cells.
Table 3.
No. | Sequence Corresponding to Endogenous Porcine Genome (5′−3′) 1 | Known Sequences Showing Similarity 2 to Endogenous Porcine Genome |
---|---|---|
1 | TTAAAATAAGCATTGAAAAGACTTAGAAGTTGGGAAC | Rattus norvegicus clone CH230-115B16, (99, 310/312) |
GCTCAGCACGCGTCAATCTAAAAGTGGTTTTGGTTTC | ||
ATCTGGACAAGCCCATGAG | ||
2 | TTAAAAAGATGCAATATGGATTTTAACAGAGGTGTCT | Rattus norvegicus clone CH230-102O7, (99, 168/169) |
TAAGACAATAGGCCCTTTTAGCATCTATTGTGAGGCT | ||
GGCTCTGCCTTGCTGGTTT | ||
3 | TTAAGCACATTAGGCACATTTAGAGACGTTTGTCTGT | Rattus norvegicus clone CH230-75C3, (98, 83/85) |
AGCATCCTCCATAATTTATAATGGATTTACAACCAAA | ||
CTGTAAACAATA | ||
4 | TTAAGAACCTTTAGCTAGCATGGCGGCCGAAAAGAAC | Rattus norvegicus clone CH230-334F16, (100, 80/80) |
CCGCTCCCCGCCTCCCAGGAGCTTCTGATTGGACAAC | ||
CTGCCT | ||
5 | TTAAACAGATTGTTTATCTTCCTCCAGCGAGCACAAA | Rattus norvegicus clone CH230-81E19, (100, 171/171) |
ACGCCATGCCGAAATGGGAACCAGATTTTTCTACTCA | ||
GTGAACTCCGTGTGGTTTC |
1 The TTAA sequence recognized by the transposase during both excision and integration is shown by bold; 2 Sequence similarity is shown below as a percentage (number of nucleotides from the query per number of nucleotides from known gene) in parentheses.
2.4. Experiment 3: Testing of the Potential of the Transfected PEF Clone Using SCNT Technology
To demonstrate that the nuclei carrying multiple constructs prepared using the PB-based gene delivery system have the potential to develop as SCNT-treated embryos, microminipig-derived PEF clones termed as mMPEF were used as the nuclear donors. In a preliminary test, we found that nuclei from the transfected PEFs derived from a Clawn miniature pig as well as its intact parental cells were unable to promote development of SCNT embryos, probably due to their reduced developmental potential, which might have occurred during cell cultivation (data not shown). We, therefore, decided to use mMPEF as SCNT donors. We obtained a candidate clone (termed mMPEF-1) from microminipig-derived PEFs after transfection with seven PB vectors (five drug resistant and two fluorescent plasmids) and pTrans and subsequent selection with drugs. The microphotograph of mMPEF-1 is shown in Figure 3A. This clone had cells showing both red and green fluorescence and those with no fluorescence in a ratio of approximately 3:2. The latter cells may have all the drug resistance genes, but lack both fluorescent genes. SCNT using mMPEF-1 revealed that 18.1% (4/22) of the SCNT-treated embryos developed to normal blastocysts. As expected, 50% (2/4) of these embryos expressed both fluorescent markers (Figure 3B), but the other embryos did not fluoresce (data not shown). To confirm this event at the molecular biological level, they were singly isolated, lysed, and subjected to WGA. PCR analysis of these WGA samples demonstrated that blastocysts expressing both fluorescent markers had seven PB vectors (lanes one and two in Figure 3C), whereas those expressing no fluorescence lacked both fluorescent genes, but had five drug resistance genes (lanes three and four in Figure 3C). These results suggest that PB-mediated simultaneous integration of multiple constructs into the genome of porcine cells does not affect the development of cloned embryos.
3. Discussion
There are several ways to introduce multiple gene constructs into the genome of domestic cells. One-step introduction of a single gene construct is one promising approach for obtaining cells with multiple genes of interest; in this approach, multiple genes are linked via internal ribosomal entry site (IRES) elements [24,25,26] or self-cleaving 2A peptide [27,28,29], and their expression is controlled by a single promoter. In fact, Carey et al. [30] succeeded in producing iPS cells using a single polycistronic vector carrying genes for 4 reprogramming factors. However, this method requires the assembly of expression units into a single vector, which is difficult to achieve and labor intensive. Sequential introduction of gene constructs is another way to obtain cells with multiple genes of interest, as shown in our previous work [23]. However, the repeated transfections required in this method cause cells to become refractory to transfection, leading to reduced transfection efficiency in later steps. Furthermore, this method requires a long time to acquire genetically modified cells with the desired constructs. One-step simultaneous introduction of multiple gene constructs appears to be a more realistic method, since it does not require a long time to select transfectants carrying multiple constructs. As shown in this study, simultaneous introduction of seven multigene gene constructs into a porcine cell can be achieved. Theoretically, it is possible to obtain a cell with at least 10 target genes in its genome, if five constructs carrying drug resistance gene expression units and an expression unit that confers two target genes using the 2A system are introduced into a cell at once along with the transposase expression plasmid, as depicted in Figure 4. However, the co-transfection of multiple single vectors has some drawbacks. It depends on the random integration of transgenes, which may lead to occasional transgene silencing and insertional mutagenesis. Notably, according to Wilson et al. [31], 67% of PB-derived transposon insertions occur in predicted transcriptional units, with 97% of these occurring within introns. Therefore, they can be considered useful as safe gene therapeutic reagents [32]. If our SCNT-derived embryos carrying seven transposons are allowed to develop to the full-term, the delivered cloned piglets should be a unique model to assess the safety problems associated with PB-mediated gene delivery.
In Experiment 3, in which PEFs carrying seven PB transposons were subjected to SCNT, we used PEFs derived from microminipig, because they have been shown to have the potential to promote the development of cloned embryos when intact microminipig-derived PEFs were used for SCNT as nuclear donors (under submission). Upon selection of PEF transfectants after PB-mediated gene delivery, both the isolated clones were heterogeneous concerning expression of fluorescence; some cells expressed both red and green fluorescence, but other cells did not, as shown in Figure 3A. In the cells showing no fluorescence, genes coding for fluorescent proteins might have been lost during transfection and subsequent selection with selective drugs. This was confirmed when SCNT-derived non-fluorescent blastocysts were examined at a molecular biological level. There were no fluorescent genes in those blastocysts, but drug resistant genes existed (see lanes three and four in Figure 3B). Efficient acquisition of cloned transgenic piglets requires enrichment of pure clones carrying target transgenes. Therefore, further purification of mMPEF-1 expressing both fluorescent markers through FACS-based cell selection or dilution-based cell cloning may be needed.
In this study, we clarified the usefulness of PB system for creating cloned transgenic piglets, because cloned embryos reconstituted with a PEF clone carrying seven transgenes in its genome successfully developed at least up to blastocysts in vitro. To date, only a few reports have demonstrated the use of the PB system in cells/early embryos from domestic animals. For example, Kim et al. [12] demonstrated that bovine fibroblasts transfected with PB vectors and a transposase expression vector contributed to generation of cloned embryos (blastocysts). Clark et al. [11] demonstrated that porcine cells can be efficiently transfected using the PB-based gene delivery system and can significantly improve the rate of transgenesis in vitro. Yi-bo et al. [33] and Kim et al. [34] transfected porcine fibroblasts with PB transposons carrying fluorescent genes and succeeded in generating cloned fluorescent embryos after SCNT of these transfected cells as SCNT donors. More interestingly, Wu et al. [35] reported successful production of cloned piglets using a strategy similar to ours. They introduced PB transposons into primary porcine fibroblasts and used these genetically modified cells as SCNT donors for the generation of transgenic cloned pigs. As a result, they obtained piglets showing red and green fluorescence constitutively. Li et al. [36] showed that it is possible to create transgenic pigs by cytoplasmic injection of PB-based pmhyGENIE-3 plasmid, a construct conferring a simple and self-inactivating plasmid into the in vivo (but not in vitro) fertilized pig zygotes. This PB-based gene delivery method appears to be a useful and effective way to create transgenic livestock. These reports, together with the present study, indicate that PB can be a useful, safe, and effective means to create genetically modified domestic animals.
4. Materials and Methods
4.1. Cell Lines and Culture
Clawn miniature pigs were purchased from Japan Farm, Ltd. (Kagoshima, Japan). PEFs were obtained from female fetuses on day 30 of pregnancy. Fetuses were also obtained from a microminipig [37] on day 30 of pregnancy. The procedure for cultivation of these cells is based Sato et al. [23]. For each experiment, cells passaged for 16–24 (Clawn miniature pig-derived PEFs) and 4–8 (microminipig-derived PEFs) generations were used.
The experiments described were performed in agreement with the guidelines of Kagoshima University Committee on Recombinant DNA Security and approved by the Animal Care and Experimentation Committee of Kagoshima University (no. 25036; dated on 8 August 2013).
4.2. Plasmids Carrying Selectable Marker Genes
PB expression vectors (Figure 1A) were generated using standard cloning procedures. Briefly, pPB (pPB-MCS-P5) is a vector carrying two PB acceptors with inverted repeats. pTrans (pCX-mPB) is a vector for expression of the PB transposase [38] under the chicken β-actin promoter-based promoter system (CAG; [39]). pT-neo (formerly referred to as pPB-PGKneo) is a pPB-based vector that carries a neomycin resistance gene (neo) expression unit (phosphoglycerate kinase (PGK) promoter + neo + poly(A) sites). pT-Sh ble (p029-1,2 (100921-6-1,5)) is a pPB-based vector that carries a zeocin resistance gene (Sh ble) expression unit (SV40 early promoter + Sh ble + poly(A) sites). pT-hph (p030(101006-12-1)) is a pPB-based vector that carries a hygromycin B resistance gene (hph) expression unit (PGK promoter + hph + poly(A) sites). pT-bsr is a pPB-based vector that carries a blasticidin S resistance gene (bsr) expression unit (CAG promoter + bsr (derived from pCAG/bsr-7; [23]) + poly(A) sites). pT-pac is a pPB-based vector that carries a puromycin resistance (puromycin acetyltransferase) gene (pac) expression unit (CAG promoter + pac + poly(A) sites). pT-EGFP (pAZI) is a pPB-based vector that carries an enhanced green fluorescent protein (EGFP) expression unit (CAG promoter + EGFP cDNA + poly(A) sites). pT-tdTomato (pAZE) is a pPB-based vector that carries an expression unit of tandem dimer Tomato (tdTomato) cDNA under control of the CAG promoter.
4.3. Transfection for Obtaining Stable PEF Transfectants Carrying Multiple Transgenes
4.3.1. Experiment 1
The efficiency of the PB system was tested with the PEFs derived from Clawn miniature pigs transfected using an electroporation-based Lonza Nucleofector system (Lonza Biologics, Cologne, Germany), because this system results in relatively high transfection efficiencies (>60%) in PEFs [40]. PEFs (4 × 104) were electroporated in 100 µL of nucleofector solution (for primary fibroblasts) containing pT-pac + pTrans or pT-pac + pT-hph + pTrans (0.5 µg each) as an experimental group. The control group was transfected with the same plasmids without pTrans. After transfection, the cells were plated in a six-well plate (Iwaki Glass Co. Ltd., Tokyo, Japan) containing culture medium and incubated without selective drugs for five days. Six days after transfection, cells transfected with pT-pac + pTrans or pT-pac alone were cultured in the presence of puromycin. Similarly, cells transfected with pT-pac + pT-hph + pTrans or pT-pac + pT-hph were cultured in the presence of puromycin and hygromycin B. The drugs used in this study were purchased from Invitrogen Co. (Carlsbad, CA, USA), except for puromycin (InvivoGen Inc., San Diego, CA, USA). Concentrations of hygromycin B and puromycin were 40 and 2 µg/mL, respectively, based on data from Sato et al. [23]. Ten days after selection, cells were fixed with 4% paraformaldehyde (PFA) in Dulbecco’s modified phosphate-buffered saline without Ca2+ and Mg2+ (D-PBS) for 10 min at room temperature. Giemsa staining was performed to count the number of emerging colonies (containing 300–700 cells) using a Giemsa staining kit (Wako Pure Chemical Industries, Ltd., Osaka, Japan). After staining and subsequent washing with water, the cells in each well were photographed under light.
4.3.2. Experiment 2
For acquiring stable transfectants carrying the seven multigene constructs listed in Figure 1A (except for pTrans), PEFs (2 × 105) were transfected with a total of eight circular plasmids (0.5 µg each; Figure 1A) using the transfection system described in Experiment 1; these transfectants served as the experimental group. For the control group, the same seven multigene constructs used in the experimental group without pTrans were transfected. After transfection, the cells were plated in a 100-mm gelatin-coated dish (Iwaki Glass Co. Ltd.) and incubated in culture medium without selective drugs for 5 days. During this time, fluorescence was inspected and recorded using a fluorescence microscope, as described below. Six days after transfection, cells were cultured with five selective drugs from Invitrogen (G418 (400 µg/mL), puromycin, hygromycin B, blasticidin S (8 µg/mL), and zeocin (800 µg/mL) based on results from Sato et al. [23]). Ten days after selection, the emerging colonies were assessed for expression of fluorescence under a fluorescence microscope as described below and then picked using a small Whatman paper disc (approximately 3 mm in diameter), which had been dipped in 0.125% trypsin/0.01% EDTA, as described previously [23]. The discs carrying cells were transferred directly to wells of a gelatin-coated 48-well plate (Iwaki Glass Co. Ltd.) with selective drug-containing culture medium. These cells were cultured for 20–30 days until they reached confluency, and were further propagated in a stepwise manner and checked for fluorescence and the presence of the introduced exogenous constructs, as described below. Isolation of genomic DNA was based on the method of Sato et al. [41], dissolved in 50 μL of sterile water, and stored at 4 °C.
4.3.3. Experiment 3
The PEFs derived from microminipigs were transfected with eight circular plasmids (including PB transposase expression plasmid pTrans; 0.5 µg each; Figure 1A), according to the method described in experiments 1 and 2. Selection with five selective drugs and subsequent colony isolation was the same as described in Experiment 2.
SCNT was performed according to the method of Sato et al. [42] and Miyoshi et al. [43,44]. Each nucleus from the microminipig-derived PEF clones (hereafter referred to as mMPEF) expressing both red and green fluorescence was introduced into a single enucleated oocyte using micromanipulators. The development of SCNT treated embryos was evaluated by the rates of cleavage and blastocyst formation at two and seven days of culture, respectively. The developing blastocysts were assessed for expression of red or green fluorescence under a fluorescence microscope, as described below. Then, they were fixed in 4% PFA in D-PBS for 30 min at room temperature and stored at 4 °C in D-PBS covered with paraffin oil in a Terasaki microtest plate (Nunc, Roskilde, Denmark) prior to molecular biological analysis.
For isolation of genomic DNA, the single fixed blastocyst was transferred to a PBS drop (1 μL) in a 0.5-mL PCR tube (#PCR-05-C.; AxyGen Scientific, Inc., Union City, CA, USA) with the aid of a mouthpiece-controlled micropipette. Genomic DNA was extracted according to the method described by Sato et al. [41], dissolved in 20 μL of sterile water, and stored at 4 °C. In order to increase the total genomic DNA amount, we employed whole genome amplification (WGA) using the Illustra GenomiPhi V2 DNA Amplification kit (#25-6600-31; GE Health Care Japan, Tokyo, Japan) as previously described [41,45]. The resulting WGA products (2 μL) were subjected to PCR and then to nested PCR, as mentioned below.
4.4. Detection of Fluorescence
Fluorescence in the cells was examined with an Olympus BX60 fluorescence microscope (Olympus, Tokyo, Japan) with DM505 (BP460-490 and BA510IF; Olympus) and DM600 filters (BP545-580 and BA6101F; Olympus), which were used for EGFP-derived green fluorescence and tdTomato-derived red fluorescence, respectively. Microphotographs were taken using a digital camera (FUJIX HC-300/OL; Fuji Film, Tokyo, Japan) attached to the fluorescence microscope and printed using a Mitsubishi digital color printer (CP700DSA; Mitsubishi, Tokyo, Japan).
4.5. PCR Analysis
PCR amplification reactions using genomic DNA (~5 ng) isolated from PEFs were performed in a total volume of 20 µL, based on the protocol described by Sato et al. [23]. The primer sets used are based on our previous paper [23]. With each primer set, the presence of pT-neo, pT-pac, pT-hph, pT-bsr, pT-Sh ble, and pT-EGFP can be detected as 297, 110, 443, 289, 375, and 400 bp bands, respectively. For detection of pT-tdTomato, primer set TDR-3S (5′-CCC GTA ATG CAG AAG AAG ACC-3′) and TDR-3RV (5′-GTG ATG TCC AGC TTG GTG TCC-3′) were used, which yields a 206-bp product from the middle region of tdTomato cDNA (accession no. AY678269). As a negative control, 0.5 µg of genomic DNA from the untransfected PEFs was used. As a positive control, 5 ng of each plasmid listed in Figure 1A were used. For detection of the introduced genes in the SCNT-treated blastocysts, nested PCR was performed using the same conditions from the 1st PCR using l µL of the first PCR product and a primer set (Ne-5S (5′-CTG TTC GCC AGG CTC AAG GCG-3′)/Ne-5RV (5′-CTC GTC AAG AAG GCG ATA GAA-3′) for detection of neo, puro-2S (5′-TCT ACG AGC GGC TCG GCT TCA-3′)/puro-4RV (5′-TCA GGC ACC GGG CTT GCG GGT-3′) for detection of pac, Hyg-4S (5′-GTC TTG CAA CGT GAC ACC CTG-3′)/Hyg-2RV (5′-GAA GTT TCT GAT CGA AAA GTT-3′) for detection of hph, bsr-2S (5′-AAG ATT ACA ATG CTT TAT GAG-3′)/bsr-2RV (5′-TGT CTA ACA GCT ACA ATC GTG-3′) for detection of bsr, ble-2S (5′-TTG ACC AGT GCC GTT CCG GTG-3′)/ble-2RV (5′-CTC CTC GGC CAC GAA GTG CAC-3′) for detection of Sh ble, EGFP-10S (5′-CCT GAA GTT CAT CTG CAC CAC-3′)/EGFP-10RV (5′-GTT GTG GCG GAT CTT GAA GTT-3′) for detection of EGFP cDNA, or TDR-4S (5′-AAG AAG ACC ATG GGC TGG GAG-3′)/TDR-4RV (5′-AGC TTG GTG TCC ACG TAG TAG-3′) for detection of tdTomato cDNA). With each primer set, the presence of pT-neo, pT-pac, pT-hph, pT-bsr, pT-Sh ble, pT-EGFP, and pT-tdTomato can be detected as 279, 92, 271, 194, 357, 384, and 185 bp bands, respectively.
The PCR products were separated by electrophoresis on 1.5% (w/v) agarose gels, stained with ethidium bromide (EtBr), and visualized using a UV transilluminator.
For estimating the number of copies of the introduced transposons in the PEF transfectants by PCR analysis, ~5 ng of genomic DNA was subjected to PCR using the same primer sets used for the characterization of the PEF transfectants (mPB-1 to mPB-13). The conditions for the PCR were the same as those used previously, except that the annealing temperature was reduced to 46 °C to 44 °C. Two microliters of the PCR product was then electrophoresed on agarose gels along with the PCR products derived from serially diluted transposon DNA, stained with EtBr, and photographed. In this case, 7–7.5 fg of the transposon DNA was calculated to be equivalent to one copy of the DNA per diploid cell. Based on this calculation, serially diluted transposon DNA was added to the PEF (non-treated) DNA (one, four, seven, and 10 copies per diploid cell) and processed concomitantly as for the experimental samples. Quantitation of the PCR bands in the agarose gels was performed using ImageJ software (Available online: http://rsbweb.nih.gov/ij/download.html). The concentration of each band was determined by using a standard curve to compare the experimental samples.
4.6. Confirmation of Multi-Drug Resistance in Transfectants Carrying Multiple Constructs
Cells containing tdTomato (T), hph (H), EGFP (E), pac (P), and neo (N) were termed THEPN cells. Stable PEF transfectants (derived from Clawn miniature pig) carrying all the transposon plasmids listed in Figure 1A, THEPN cells exhibiting resistance against G418, hygromycin B, and puromycin [23], and untransfected PEFs were recovered from dishes by trypsinization. These cells (~3 × 104) were plated directly in wells of a gelatin-coated 48-well plate one day before the addition of drugs. Selection was performed for seven days by incubating cells in medium containing G418, medium containing G418 + hygromycin B + puromycin, or medium containing G418 + hygromycin B + puromycin + blasticidin S + zeocin. Then cells were subjected to Giemsa staining to evaluate cell growth. After staining and subsequent washing with water, the cells in each well were photographed under light.
4.7. Mapping Insertion Sites by Splinkerette PCR
Splinkerette PCR was performed to map PB integration sites in the transfectants, according to Potter and Luo [46] and based on the manufacturer’s protocol (Splinkerette Protocol; Available online: http://www.cmhd.ca/protocols/genetrap_pdf/Splinkerette%20Protocol%20Single%20Clone.pdf#search=‘splinkerette’). Sau3AI digested genomic DNA was ligated using a splinkerette adapter generated by annealing HMSpAa and HMSpBb. Junction fragments were PCR amplified using primers HMSp1 and PB-R-Sp1. Nested PCR was performed using primers HMSp2 and PB-L-Sp2. PCR products were cloned into the TA-cloning vector pCR2.1 (Invitrogen Co.) and sequenced with standard primers.
4.8. Statistical Analysis
The data obtained from Experiment 1 were statistically analyzed using GraphPad PRISM 5 for Windows software (GraphPad Software, Inc., La Jolla, CA, USA). Data were analyzed by one-way repeated ANOVA and expressed as mean ± SD for three independent experiments. Statistical significance was determined by Student’s t-test. p-Values < 0.05 were considered statistically significant.
5. Conclusions
We achieved simultaneous transfection of PEFs with at least seven multigene gene constructs using the PB-based gene delivery system. The resulting PEF clones carrying the transgenes had the ability to proceed through development of cloned embryos when they were used as SCNT donors. Notably, Wilson’s group [31,32] demonstrated that most transposons after PB-mediated gene delivery are integrated into the intronic region of the host genome, suggesting the suitability of this gene delivery system for human gene therapy. In this context, the PB will be useful as a powerful and safe genetic tool for producing cloned transgenic pigs that potentially confer pig-to-human xenotransplantation, as well as the creation of genetically modified disease-model pigs.
Acknowledgments
We thank Allan Bradley and Pentao Liu (Sanger Institute) and Junji Takeda and Kyoji Horie (Osaka University) for providing us with piggyBac transposon resources. We also thank Roger Tsien for giving us the tdTomato genes. This study was partly supported by a grant (no. 24580411 for Masahiro Sato; nos. 25450475 and 16K08085 for Kazuchika Miyoshi) from The Ministry of Education, Science, Sports, and Culture, Japan.
Author Contributions
Masahiro Sato designed the study, analyzed the data, and drafted the manuscript; Kosuke Maeda, Miyu Koriyama and Kazuchika Miyoshi performed SCNT experiments; Emi Inada and Issei Saitoh critically revised the manuscript; Hiromi Miura and Masato Ohtsuka constructed PB vectors; Shingo Nakamura performed splinkerette PCR analysis; Takayuki Sakurai performed transfection experiments and propagated clones; Satoshi Watanabe was involved in study design.
Conflicts of Interest
The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
References
- 1.Cozzi E., White D.J. The generation of transgenic pigs as potential organ donors for humans. Nat. Med. 1995;1:964–966. doi: 10.1038/nm0995-964. [DOI] [PubMed] [Google Scholar]
- 2.Chandler V.L., Vaucheret H. Gene activation and gene silencing. Plant Physiol. 2001;125:145–148. doi: 10.1104/pp.125.1.145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Webster N.L., Forni M., Bacci M.L., Giovannoni R., Razzini R., Fantinati P., Zannoni A., Fusetti L., Dalprà L., Bianco M.R., et al. Multi-transgenic pigs expressing three fluorescent proteins produced with high efficiency by sperm mediated gene transfer. Mol. Reprod. Dev. 2005;72:68–76. doi: 10.1002/mrd.20316. [DOI] [PubMed] [Google Scholar]
- 4.Wilmut I., Beaujean N., de Sousa P.A., Dinnyes A., King T.J., Paterson L.A., Wells D.N., Young L.E. Somatic cell nuclear transfer. Nature. 2002;419:583–586. doi: 10.1038/nature01079. [DOI] [PubMed] [Google Scholar]
- 5.Sato M., Akasaka E., Saitoh I., Ohtsuka M., Nakamura S., Sakurai T., Watanabe S. Targeted toxin-based selectable drug-free enrichment of mammalian cells with high transgene expression. Biology. 2013;2:341–355. doi: 10.3390/biology2010341. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Cary L.C., Goebel M., Corsaro B.G., Wang H.G., Rosen E., Fraser M.J. Transposon mutagenesis of baculoviruses: Analysis of Trichoplusia ni transposon IFP2 insertions within the FP-locus of nuclear polyhedrosis viruses. Virology. 1989;172:156–169. doi: 10.1016/0042-6822(89)90117-7. [DOI] [PubMed] [Google Scholar]
- 7.Fraser M.J., Jr., Carey L., Boonvisudhi K., Wang H.G.H. Assay for movement of Lepidepteran transposon IFP2 in insect cells using a Baculovirus genome as a target DNA. Virology. 1995;211:397–407. doi: 10.1006/viro.1995.1422. [DOI] [PubMed] [Google Scholar]
- 8.Fraser M.J., Ciszczon T., Elick T., Bauser C. Precise excision of TTAA-specific lepidopteran transposons piggyBac (IFP2) and tagalong (TFP3) from the baculovirus genome in cell lines from two species of Lepidoptera. Insect Mol. Biol. 1996;5:141–151. doi: 10.1111/j.1365-2583.1996.tb00048.x. [DOI] [PubMed] [Google Scholar]
- 9.Bauser C.A., Elick T.A., Fraser M.J. Proteins from nuclear extracts of two lepidopteran cell lines recognize the ends of TTAA-specific transposons piggyBac and tagalong. Insect Mol. Biol. 1999;8:223–230. doi: 10.1046/j.1365-2583.1999.820223.x. [DOI] [PubMed] [Google Scholar]
- 10.Ding S., Wu X., Li G., Han M., Zhuang Y., Xu T. Efficient transposition of the piggyBac (PB) transposon in mammalian cells and mice. Cell. 2005;122:473–483. doi: 10.1016/j.cell.2005.07.013. [DOI] [PubMed] [Google Scholar]
- 11.Clark K.J., Carlson D.F., Foster L.K., Kong B.W., Foster D.N., Fahrenkrug S.C. Enzymatic engineering of the porcine genome with transposons and recombinases. BMC Biotechnol. 2007;7:1424. doi: 10.1186/1472-6750-7-42. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kim S., Saadeldin I.M., Choi W.J., Lee S.J., Lee W.W., Kim B.H., Han H.J., Bang D.H., Lee B.C., Jang G. Production of transgenic bovine cloned embryos using piggyBac transposition. J. Vet. Med. Sci. 2011;73:1453–1457. doi: 10.1292/jvms.11-0054. [DOI] [PubMed] [Google Scholar]
- 13.Bai D.-P., Yang M.-M., Chen Y.-L. PiggyBac transposon-mediated gene transfer in Cashmere goat fetal fibroblast cells. Biosci. Biotechnol. Biochem. 2012;76:933–937. doi: 10.1271/bbb.110939. [DOI] [PubMed] [Google Scholar]
- 14.Nakanishi H., Higuchi Y., Kawakami S., Yamashita F., Hashida M. PiggyBac Transposon-mediated long-term gene expression in mice. Mol. Ther. 2010;18:707–714. doi: 10.1038/mt.2009.302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Rad R., Rad L., Wang W., Cadinanos J., Vassiliou G., Rice S., Campos L.S., Yusa K., Banerjee R., Li M.A., et al. PiggyBac transposon mutagenesis: A tool for cancer gene discovery in mice. Science. 2010;330:1104–1107. doi: 10.1126/science.1193004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Woltjen K., Michael I.P., Mohseni P., Desai R., Mileikovsky M., Hämäläinen R., Cowling R., Wang W., Liu P., Gertsenstein M., et al. PiggyBac transposition reprograms fibroblasts to induced pluripotent stem cells. Nature. 2009;458:766–770. doi: 10.1038/nature07863. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kaji K., Norrby K., Paca A., Mileikovsky M., Mohseni P., Woltjen K. Virus-free induction of pluripotency and subsequent excision of reprogramming factors. Nature. 2009;458:771–775. doi: 10.1038/nature07864. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Yusa K., Rad R., Takeda J., Bradley A. Generation of transgene-free induced pluripotent mouse stem cells by the piggyBac transposon. Nat. Meth. 2009;6:363–369. doi: 10.1038/nmeth.1323. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Nagy K., Sung H.K., Zhang P., Laflamme S., Vincent P., Agha-Mohammadi S., Woltjen K., Monetti C., Michael I.P., Smith L.C., et al. Induced pluripotent stem cell lines derived from equine fibroblasts. Stem Cell Rev. Rep. 2011;7:693–702. doi: 10.1007/s12015-011-9239-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Miura H., Inoko H., Inoue I., Okada Y., Tanaka M., Sato M., Ohtsuka M. PiggyBac-mediated generation of stable transfectants with surface HLA expression from a small number of cells. Anal. Biochem. 2013;437:29–31. doi: 10.1016/j.ab.2013.02.003. [DOI] [PubMed] [Google Scholar]
- 21.Palavesam A., Esnault C., O’Brochta D.A. Post-integration silencing of piggyBac transposable elements in Aedes aegypti. PLoS ONE. 2013;8:1424. doi: 10.1371/journal.pone.0068454. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Mossine V.V., Waters J.K., Hannink M., Mawhinney T.P. PiggyBac transposon plus insulators overcome epigenetic silencing to provide for stable signaling pathway reporter cell lines. PLoS ONE. 2013;8:1424. doi: 10.1371/journal.pone.0085494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Sato M., Ohtsuka M., Miura H., Miyoshi K., Watanabe S. Determination of the optimal concentration of several selective drugs useful for generating multi-transgenic porcine embryonic fibroblasts. Reprod. Domest. Anim. 2012;47:759–765. doi: 10.1111/j.1439-0531.2011.01964.x. [DOI] [PubMed] [Google Scholar]
- 24.Fussenegger M., Mazur X., Bailey J.E. pTRIDENT, a novel vector family for tricistronic gene expression in mammalian cells. Biotechnol. Bioeng. 1998;57:1–10. doi: 10.1002/(SICI)1097-0290(19980105)57:1<1::AID-BIT1>3.0.CO;2-M. [DOI] [PubMed] [Google Scholar]
- 25.Fussenegger M., Schlatter S., Dätwyler D., Mazur X., Bailey J.E. Controlled proliferation by multigene metabolic engineering enhances the productivity of Chinese hamster ovary cells. Nat. Biotechnol. 1998;16:468–472. doi: 10.1038/nbt0598-468. [DOI] [PubMed] [Google Scholar]
- 26.Jeong Y.H., Park C.H., Jang G.H., Jeong Y.I., Hwang I.S., Jeong Y.W., Kim Y.K., Shin T., Kim N.H., Hyun S.H., et al. Production of multiple transgenic yucatan miniature pigs expressing human complement regulatory factors, human CD55, CD59, and H-transferase genes. PLoS ONE. 2013;8:1424. doi: 10.1371/journal.pone.0063241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Szymczak A.L., Workman C.J., Wang Y., Vignali K.M., Dilioglou S., Vanin E.F., Vignali D.A. Correction of multi-gene deficiency in vivo using a single “self-cleaving” 2A peptide-based retroviral vector. Nat. Biotechnol. 2004;22:589–594. doi: 10.1038/nbt957. [DOI] [PubMed] [Google Scholar]
- 28.Hasegawa K., Cowan A.B., Nakatsuji N., Suemori H. Efficient multicistronic expression of a transgene in human embryonic stem cells. Stem Cells. 2007;25:1707–1712. doi: 10.1634/stemcells.2006-0813. [DOI] [PubMed] [Google Scholar]
- 29.Deng W., Yang D., Zhao B., Ouyang Z., Song J., Fan N., Liu Z., Zhao Y., Wu Q., Nashun B., et al. Use of the 2A peptide for generation of multi-transgenic pigs through a single round of nuclear transfer. PLoS ONE. 2011;6:1424. doi: 10.1371/journal.pone.0019986. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Carey B.W., Markoulaki S., Hanna J., Saha K., Gao Q., Mitalipova M., Jaenisch R. Reprogramming of murine and human somatic cells using a single polycistronic vector. Proc. Natl. Acad. Sci. USA. 2009;106:157–162. doi: 10.1073/pnas.0811426106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Wilson M.H., Coates C.J., George A.L., Jr. PiggyBac transposon-mediated gene transfer in human cells. Mol. Ther. 2007;15:139–145. doi: 10.1038/sj.mt.6300028. [DOI] [PubMed] [Google Scholar]
- 32.Woodard L.E., Wilson M.H. PiggyBac-ing models and new therapeutic strategies. Trends Biotechnol. 2015;33:525–533. doi: 10.1016/j.tibtech.2015.06.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Luo Y.-B., Li Z., Jiang Z., Wu M.-L., Huan Y.-J., Yin Z., Mu Y.-S., Xia P., Liu Z.-H. PiggyBac transposon mediated efficient eGFP expression in porcine somatic cells and cloned embryos. J. Northeast Agric. Univ. 2012;19:33–41. [Google Scholar]
- 34.Kim S., Moon J., da Torre B., Saadeldin I.M., Kang J., Choi J., Park S., Lee B.C., Jang G.J. DsRed gene expression by doxycycline in porcine fibroblasts and cloned embryos using transposon. Afr. J. Biotechnol. 2013;12:3188–3190. [Google Scholar]
- 35.Wu Z., Xu Z., Zou X., Zeng F., Shi J., Liu D., Urschitz J., Moisyadi S., Li Z. Pig transgenesis by piggyBac transposition in combination with somatic cell nuclear transfer. Transgenic Res. 2013;22:1107–1118. doi: 10.1007/s11248-013-9729-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Li Z., Zeng F., Meng F., Xu Z., Zhang X., Huang X., Tang F., Gao W., Shi J., He X., et al. Generation of transgenic pigs by cytoplasmic injection of piggyBac transposase-based pmGENIE-3 plasmids. Biol. Reprod. 2014;90:93. doi: 10.1095/biolreprod.113.116905. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Kaneko N., Itoh K., Sugiyama A., Izumi Y. Microminipig, a non-rodent experimental animal optimized for life science research: Preface. J. Pharmacol. Sci. 2011;115:112–114. doi: 10.1254/jphs.10R16FM. [DOI] [PubMed] [Google Scholar]
- 38.Cadinanos J., Bradley A. Generation of an inducible and optimized piggyBac transposon system. Nucleic Acids Res. 2007;35:e87. doi: 10.1093/nar/gkm446. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Niwa H., Yamamura K., Miyazaki J. Efficient selection for high-expression transformants with a novel eukaryotic vector. Gene. 1991;108:193–200. doi: 10.1016/0378-1119(91)90434-d. [DOI] [PubMed] [Google Scholar]
- 40.Nakayama A., Sato M., Shinohara M., Matsubara S., Yokomine T., Akasaka E., Yoshida M., Takao S. Efficient transfection of primarily cultured porcine embryonic fibroblasts using the Amaxa nucleofection system®. Cloning Stem Cells. 2007;9:523–534. doi: 10.1089/clo.2007.0021. [DOI] [PubMed] [Google Scholar]
- 41.Sato M., Koriyama M., Watanabe S., Ohtsuka M., Sakurai T., Inada E., Saitoh I., Nakamura S., Miyoshi K. Direct injection of CRISPR/Cas9-related mRNA into cytoplasm of parthenogenetically activated porcine oocytes causes frequent mosaicism for indel mutations. Int. J. Mol. Sci. 2015;16:17838–17856. doi: 10.3390/ijms160817838. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Sato K., Yoshida M., Miyoshi K. Utility of ultrasound stimulation for activation of pig oocytes matured in vitro. Mol. Reprod. Dev. 2005;72:396–403. doi: 10.1002/mrd.20352. [DOI] [PubMed] [Google Scholar]
- 43.Miyoshi K., Fujimoto Y., Mori H., Yoshida M. Activation and parthenogenetic development of pig oocytes exposed to ultrasound in media containing different concentrations of Ca2+ J. Reprod. Dev. 2008;54:42–45. doi: 10.1262/jrd.19034. [DOI] [PubMed] [Google Scholar]
- 44.Miyoshi K., Sato K., Yoshida M. In vitro development of cloned embryos derived from miniature pig somatic cells after activation by ultrasound stimulation. Cloning Stem Cells. 2006;8:159–165. doi: 10.1089/clo.2006.8.159. [DOI] [PubMed] [Google Scholar]
- 45.Akasaka E., Ozawa A., Mori H., Mizobe Y., Yoshida M., Miyoshi K., Sato M. Whole-genome amplification-based GenomiPhi for multiple genomic analysis of individual early porcine embryos. Theriogenology. 2011;75:1543–1549. doi: 10.1016/j.theriogenology.2010.12.018. [DOI] [PubMed] [Google Scholar]
- 46.Potter C.J., Luo L. Splinkerette PCR for mapping transposable elements in Drosophila. PLoS ONE. 2010;5:1424. doi: 10.1371/journal.pone.0010168. [DOI] [PMC free article] [PubMed] [Google Scholar]