Abstract
Conventional cuvette-based and microfluidics-based electroporation approaches for bacterial gene delivery have distinct advantages, but they are typically limited to relatively small sample volumes, reducing their utility for applications requiring high throughput such as the generation of mutant libraries. Here, we present a scalable, large-scale bacterial gene delivery approach enabled by a disposable, user-friendly microfluidic electroporation device requiring minimal device fabrication and straightforward operation. We demonstrate that the proposed device can outperform conventional cuvettes in a range of situations, including across Escherichia coli strains with a range of electroporation efficiencies, and we use its large-volume bacterial electroporation capability to generate a library of transposon mutants in the anaerobic gut commensal Bifidobacterium longum.
Conventional electroporation approaches for bacterial gene delivery have distinct advantages, but they are typically limited to relatively small sample volumes. This study presents a simple yet powerful microfluidic electroporation technology that enables large-scale bacterial gene delivery in a scalable manner.
Introduction
One of the key steps in bacterial genetic engineering is the delivery of DNA into cells, which can be realized by mechanical, chemical, or electrical methods [1–3]. Among these methods, electroporation has been the gold standard because it is not cell-type-specific [2], can deliver molecules of various sizes [4], and can exhibit relatively high efficiency under optimized conditions [2,5]. For optimal electric field conditions, genetic material enters cells through reversible pores formed in the cell membrane [6,7]. Electroporation is typically performed using cuvettes in an operator-dependent manner that is limited to small batches of volume 1 mL or less. Even with high efficiency, creation of a comprehensive mutant library with hundreds of thousands of mutants [8–10] for functional-genomics studies can require electroporation of large volumes (tens of milliliters) of saturated bacterial culture, which corresponds to hundreds of cuvette-based electroporation reactions. Performing serial electroporation with manual pipetting is a labor-intensive, time-consuming, and costly process. Moreover, cuvette-based electroporation suffers from issues such as residual volume and joule heating [11,12], which affect electroporation efficiency, cell viability, and overall yield.
Performing electroporation in a microfluidic format [11–14] can remove the need for manual pipetting and improve heat dissipation [11,14], thereby increasing electroporation efficiency and cell viability. However, most microfluidic devices involve complicated fabrication processes using polydimethylsiloxane (PDMS) [15–19], which is an obstacle to widespread adoption, particularly within the microbiology community that would most benefit. Microfluidics-based electroporation devices are also typically limited by the sample volume they can handle. These devices are commonly used for mammalian cells [18,20], with just a few examples of applications to bacteria [19,21]. Several commercial products [22–26] have demonstrated the potential for scaling up electroporation to throughput of up to approximately 100 mL at 8 mL/min [26], but most have been applied only to mammalian cells and still rely on batch-wise operation [22–26]. Moreover, existing commercial systems require sophisticated electroporation chambers that limit the volume that they can process. Thus, the capabilities of these systems for large-volume bacterial electroporation are yet unproved.
The ideal genetic transformation system would allow for a wide range of sample volumes to accommodate different applications, especially involving the creation of mutant libraries given the low electroporation efficiency of many understudied yet health-relevant bacterial species [10,27,28]. A scalable, high-volume electroporation device should be easily assembled by a microbiologist without sophisticated fabrication, compatible with commercially available and common laboratory equipment, and able to process relevant sample volumes in minutes to minimize biological variability. To this end, here we introduce a simple yet powerful Microfluidic TUbing-based Bacterial Electroporation (M-TUBE) device that enables flexible electroporation of large-volume bacterial samples. M-TUBE facilitates scalable, continuous flow, large-volume bacterial electroporation without the need for micro/nanofabrication, PDMS casting, or 3D printing of microfluidic channels and electrodes.
Results
Assembly and characterization of the M-TUBE device
The M-TUBE device consists of 2 syringe needles and 1 plastic tube of a defined length (Fig 1A). The plastic tubing serves as the microfluidic channel, and the syringe needles serve as the 2 electrodes, which, when connected to an external high-voltage power supply (Methods), establish an electric field across the tubing microchannel. Upon establishing an electric field in the channel, bacterial cells flowing through the channel can be electrotransformed and uptake surrounding genetic materials. The syringe needles and plastic tubing used to assemble M-TUBE are commercially and readily available at low cost (<$0.21 per device), and the overall size of an M-TUBE device is similar to that of a conventional cuvette (Fig 1B). Because syringe needles of standard common formats can be used, M-TUBE can be attached to any commercially available syringe with complementary connectors and can be conveniently interfaced with any syringe pump for sample delivery (Fig 1C).
The M-TUBE device can be easily assembled in 5 steps (Fig 1D). In brief, device assembly is accomplished by inserting 1 syringe needle into the plastic tubing cut to a particular length (Methods), and a second syringe needle is inserted into the other end of the tubing. Once both needles are inserted, the length of the channel is manually adjusted to a predefined value (Methods) by modifying the gap between the facing ends of the 2 syringe needles. Assembling a single M-TUBE device requires only 90 to 120 s (Methods and S1 Video), far more convenient than typical fabrication processes for microfluidic devices (which usually require several days).
Simulations of the electric field established in the tubing microchannel of M-TUBE (Fig 1E) indicate that the electric field strength is unaffected by the size of the microchannel (i.e., the tubing inner diameter (ID)), assuming that the applied voltage (e.g., 2.50 kV) and distance between the 2 electrodes (gap or microchannel length) are held constant. This characteristic enables M-TUBE devices to cover a wider range of sample flow rates without having to adjust the applied voltage to maintain the same field strength. The gap of M-TUBE devices can be easily adjusted without additional assembly, unlike devices that rely on microfabrication, CNC machining, or 3D printing [29], providing a simple method for adjusting the electric field strength of a device. Another beneficial feature is that the residence time within M-TUBEs can be adjusted to control cell exposure to the electric field. Since M-TUBE electroporates bacterial cells in a continuous flow manner, the residence time is dictated by the fluid velocity (or flow rate), such that residence time decreases with an increase in fluid velocity if the gap is fixed (S1 Table). These 2 features, gap length and flow rate, offer users more flexibility in tuning important electroporation parameters such as the electric field strength and the residence time, respectively, which are not always readily tunable in conventional electroporators.
Optimization of bacterial electroporation with M-TUBE
To establish the utility of M-TUBE, optimize its design, and showcase its ability to electrotransform bacterial cells, we used a strain of Escherichia coli (NEB10β) with high transformation efficiency. The M-TUBE devices employed for most experiments conducted in this study were comprised of a 500-μm diameter tube and 3-mm gap and were supplied with a voltage of ±2.50 kV or 5.00 kVPP (peak-to-peak AC signal, square wave), which leads to a field strength of 8.33 kV/cm within the microchannel. Cuvettes with 2-mm gaps were used to perform electroporation at different voltages as a control. We first confirmed that the flow field (or flow shear stress) along the tube does not by itself lead to genetic transformation. In the absence of an electric field, simply flowing cells through M-TUBE at fluid velocities ranging from 148 mm/s (1.8 mL/min) to 2,664 mm/s (32.6 mL/min) did not result in any transformation events (Fig 1F, bottom). By contrast, once a sufficient electric field was established within M-TUBE, colonies were obtained across the entire range of flow rates tested (Fig 1F, top), with transformation efficiencies ranging from 108 to 1010 colony-forming units (CFUs)/μg of DNA (Fig 1G). A reduction in electroporation efficiency was observed as the fluid velocity was increased. This trend was expected because the residence time decreases as the flow rate increases; hence, cells are exposed to the electric field for a shorter duration at higher flow rates. Despite the lower efficiency at higher flow rates, the overall efficiency obtained using the M-TUBE device was at least 1 order of magnitude higher than that obtained using cuvettes with the same field strength (8.33 kV/cm). We also note that, compared to cuvettes (typically used at 10 to 15 kV/cm), M-TUBE was able to produce a comparable efficiency using a lower electric field. Cell viability after electroporation was of similar magnitude using M-TUBE devices as with cuvettes (S1 Note and S1 Fig). The finding that M-TUBE outperforms cuvettes in terms of transformation efficiency may be due to a synergistic effect of the flow field and the electric field [30].
Given the strong dependence of transformation efficiency on field strength in cuvette-based electroporation, we next evaluated how M-TUBE performs across field strengths. Compared to cuvette-based electroporation at 8.33 kV/cm, regardless of the supplied field strength, M-TUBE exhibited higher transformation efficiencies across the range of flow rates tested (Fig 2A, left). This finding indicates that M-TUBE can either achieve the same efficiency with lower field strengths or higher efficiency with the same field strength. Moreover, electroporation efficiencies with M-TUBE had a smaller standard deviation than those obtained with cuvette-based electroporation. Thus, M-TUBE provides several benefits compared with cuvettes in addition to its high-volume capability.
Most M-TUBE electroporation experiments in this study were carried out using an electric field generated with alternating current (AC) rather than direct current (DC). With DC fields, M-TUBE exhibited higher electroporation efficiency than cuvettes using the same field strength or comparable efficiency using a lower field strength, although efficiency and reproducibility with DC fields were overall lower than with AC fields (S3 Fig). To determine whether M-TUBE transformation efficiency depends on AC field frequency, we conducted electroporation experiments across 5 fluid velocities in the range 148 to 1,184 mm/s with a distinct frequency (50, 100, 200, 300, 400 Hz) for each fluid velocity so that cells flowing through the microchannel were exposed to only a single pulse (S2 Fig). For a comparison, electroporation was also carried out at a common frequency (400 Hz) for all fluid velocities tested. Electroporation efficiency was largely independent of AC field frequency (S2 Fig). This result contrasted with a previous study that observed frequency dependence [31], potentially due to differences in channel geometry. Regardless, our findings highlight the flexibility of M-TUBE.
M-TUBE exhibits comparable or better efficiency compared with cuvettes across E. coli strains
Motivated by the successful transformation of E. coli NEB10β, M-TUBE was then tested on the wild-type strain E. coli MG1655, which typically has lower transformation efficiency than NEB10β. The results show that M-TUBE maintained higher efficiency than cuvettes for MG1655 (Fig 2, middle). With a field strength of 8.33 kV/cm, M-TUBE yielded efficiencies at least 2 orders of magnitude higher than cuvettes; even though cuvettes were supplied with a field strength of 10 kV/cm, the number of successfully transformed colonies was too low to reliably enumerate. To further test M-TUBE performance on E. coli strains, we used M-TUBE to electroporate the probiotic strain Nissle 1917 [27,28]. While both M-TUBE and cuvettes exhibited much lower electroporation efficiencies for Nissle 1917 compared with MG1655, M-TUBE was comparably efficient to cuvettes and showed slightly better reproducibility (Fig 2A, right). Moreover, the ability of M-TUBE to process arbitrarily large sample volumes in a continuous fashion means that a desired number of transformed cells of a low-efficiency strain such as Nissle can be obtained with M-TUBE simply by processing a sufficiently large volume. Conversely, using cuvettes for the same goal would be expensive and technically challenging. Overall, M-TUBE showed robust performance across E. coli strains with a wide range of electroporation efficiencies, with performance and reproducibility higher than or comparable to cuvette-based electroporation.
Assembly has negligible effect on reproducibility of M-TUBE
Since M-TUBE is hand assembled, small fluctuations in the microchannel length are inevitable across independently assembled M-TUBE devices (even assembled by the same user). Given that the field strength is defined as the ratio of the applied voltage to the microchannel length, we sought to evaluate if the field strength differs significantly across identical but separately assembled M-TUBE devices, thereby causing variation in electroporation performance for NEB10β cells (Fig 2B, top). We concurrently carried out electroporation of a large-volume sample (10 mL) to demonstrate the capacity of M-TUBE for high-volume electroporation (Fig 2B, bottom), from which we were able to determine if there is a substantial difference in transformation efficiency between multiple small-volume electroporation experiments and continuous flow large-volume electroporation. The variation across 10 M-TUBE devices was nonsignificant and negligible, and each of the tested devices outperformed cuvettes regardless of the field strength (Fig 2C), confirming that assembly has negligible impact on the reproducibility of the M-TUBE.
Furthermore, M-TUBE was able to electroporate the entire 10-mL sample at a flow rate of 3.6 mL/min with efficiency higher than or comparable to cuvettes (Fig 2C), and the transformation efficiency for 10 mL of continuous electroporation was not significantly different from that of 10 separate 1-mL experiments. Continuous electroporation of 10 mL is equivalent to 100 individual 0.1-mL cuvette-based electroporations, for which the configuration of M-TUBE that we tested would shorten the entire electroporation time by 2 to 3 orders of magnitude (depending on the flow rate). Put in other terms, M-TUBE can process 2 to 3 orders of magnitude more volume of sample in a given period of time compared with cuvettes (S2 Table). In terms of cost, M-TUBE is at least 10-fold cheaper than cuvettes (S3 Table). Moreover, using M-TUBE for large-volume bacterial electroporation can also circumvent the need for manual pipetting by flowing the electroporated sample directly into recovery medium (S2 Video), thereby decreasing total processing time and potentially improving cell viability and transformation efficiency. Taken together, these features make M-TUBE an ideal candidate for large-volume bacterial electroporation.
M-TUBE throughput can be scaled up without compromising efficiency
Our next goal was to evaluate the ability to scale up the M-TUBE to process even larger volume samples. To this end, the performance of the M-TUBE device with 3 different IDs was compared (500, 800, and 1,600 μm, with the size of syringe needles altered accordingly) (Figs 2D and S4). As long as the gap and the fluid velocity were held fixed, M-TUBE devices with different diameters maintained a high electroporation efficiency for NEB10β cells and outperformed cuvettes. With the same fluid velocity, an M-TUBE device with larger diameter would enable processing larger volumes: with a diameter of 1,600 μm, an average fluid velocity of 592 mm/s allows for electroporation of approximately 70 mL/min, several orders of magnitude more than what is possible with cuvettes. These results again demonstrate the capabilities of M-TUBE for large-volume bacterial electroporation and confirm that M-TUBE can be readily scaled up without compromising efficiency simply by changing the tubing and syringe needles sizes while maintaining fluid velocity.
Numerical evaluation of Joule heating in M-TUBE devices
Compared to electroporation of mammalian cells (tens of microns in size), which typically requires electric field strengths <2 kV/cm, successful electroporation of bacterial cells (approximately 1 μm in size) requires field strengths of 10 to 25 kV/cm. The use of large electric fields introduces the risk of increased Joule heating, which could compromise cell viability. To estimate the magnitude of Joule heating in M-TUBE devices, we conducted numerical modeling of the temperature distribution inside an M-TUBE microchannel under various conditions (Methods). For a fluid velocity of 148 mm/s (S5A Fig), which corresponds to a residence time of approximately 20 ms, simulations predicted a localized temperature increase between approximately 2°C and approximately 15°C for an applied electric field of 8.33 kV/cm, dependent on the transient location of cells while flowing through the microchannel.
While simulations predicted a maximum temperature increase of up to 15°C, cells would be exposed to these high temperatures for only a short period of time (<20 ms even for the slowest fluid velocities), and simulations predicted that flowing cells at the faster fluid velocity of 592 mm/s, which corresponds to a residence time of approximately 5 ms, would improve heat dissipation by providing better cooling and thereby lower the maximum temperature increase and even out the spatial distribution of temperatures (S5B Fig). Application of lower electric field strengths would also be beneficial for reducing the Joule heating effect (S6 Fig). Moreover, we confirmed numerically that the temperature increase (ΔT) is independent of the initial temperature of the cell sample (S7 Fig). These results suggest that cell samples should be suspended in relatively cold electroporation buffer so that the final temperature inside the channel is below approximately 40°C, beyond which cell viability could be compromised (although many species may be able to survive extremely short periods of heating). Taken together, these simulations indicate that when M-TUBE devices are used to electroporate cells using high-magnitude electric fields, the optimal conditions are higher fluid velocities, buffers with lower conductivities, and cell suspensions in cold buffers.
Generation of a transposon mutant library in an anaerobic gut commensal with M-TUBE
As a demonstration of the utility of M-TUBE in other organisms, we sought to use the system to generate a set of transposon insertion mutants in a human gut commensal. Many of these organisms are obligate anaerobes and hence require more complex handling during growth, washing, and electroporation. We assembled the M-TUBE electroporation platform inside an anaerobic chamber and ran an experiment to generate a small-scale transposon insertion pool in Bifidobacterium longum subsp. longum NCIMB8809. B. longum species are used as probiotics and are actively investigated for their health-promoting effects [32]. To identify optimal electroporation conditions for maximizing transposome delivery, we first electroporated B. longum NCIMB8809 cells with the pAM5 plasmid (Fig 3A and S4 Table). As with E. coli, M-TUBE plasmid transformation efficiency was comparable to or higher than that of cuvettes for B. longum (Fig 3A). With the optimal electroporation conditions, B. longum cells were successfully transformed with in vitro-assembled EZ-Tn5 transposomes, demonstrating its utility both in an anaerobic chamber and for high-throughput transposon mutagenesis (Fig 3B and 3C). Like plasmids, M-TUBE transposome electroporation efficiency was comparable to or higher than that of cuvettes. Transposon sequencing of the transformants revealed >2,000 unique transposition events spread across the genome (Fig 3C and S5 Table). Given these encouraging results, we expect that a scaled-up transformation protocol will produce a transposon pool of sufficient diversity for future chemical-genomic investigation using barcode sequencing [8,33,34]. Furthermore, we expect M-TUBE should have wide applicability for generation of libraries of thousands of transposon mutants, even in bacterial species with complex growth requirements.
Conclusions
Taken together, the disposable, fabrication-free M-TUBE device can process large volumes of bacterial cells with dramatically reduced processing time and effort, without compromising transformation efficiency and cell viability. Due to the simplicity of its fabrication and the wide availability of its components, M-TUBE presents an electroporation strategy that can be immediately implemented in the microbiology community. The flexibility that M-TUBE offers in tuning electroporation conditions such as field strength and residence time make the device a powerful tool for working with hard-to-transform strains. Given the relatively high transformation efficiency compared with cuvettes and its ability to deal with both small and large volumes, M-TUBE has the potential to be a viable alternative to cuvettes and an indispensable tool for applications requiring large volumes such as the creation of mutant libraries.
Methods
Materials
Syringe needles of various gauges (16, 20, or 23) with blunt tips were purchased from CML Supply LLC. Plastic tubing of various diameters were purchased from Cole-Parmer: 0.5-mm ID (PB-0641901), 0.8-mm ID (EW-07407-70), and 1.6-mm ID (EW-07407-71). Plastic syringes of various volumes with Luer-Lok tips were purchased from Thomas Scientific: 30 mL (BD302832), 20 mL (BD302830), and 10 mL (BD302995). Luria broth (LB) (BD244620) and dehydrated agar (BD214010) were purchased from VWR. MRS broth (BD288130) and reinforced clostridial medium (RCM) (CM0149B) were purchased from Fisher Scientific. Carbenicillin disodium salt (C3416), tetracycline (T7660), L-cysteine (C7352), α-lactose monohydrate (L2643), and sucrose (S7903) were purchased from Millipore Sigma. Oligonucleotides (S4 Table) were purchased from Integrated DNA Technologies.
Modeling electric field strength and temperature distribution in an M-TUBE microchannel
To simulate the electric field within M-TUBE devices as a function of plastic tubing diameter and the temperature distribution under various electroporation conditions, we built a numerical model in COMSOL Multiphysics v. 6.0 (Burlington, Massachusetts). The model is based on the multiphysics module of electromagnetic heating, which couples the physics of electric currents, laminar flow, and heat transfer in solids and fluids. To reduce the computational complexity of the model, we used a simplified channel geometry 500 μm in diameter and 3 mm in length that only includes the tips of the 2 needle electrodes and the microchannel formed between the electrodes. Equations, boundary conditions, assumptions, and numerical techniques used to compute electric fields, flow fields, and temperatures are similar to previous studies [19,35,36]. To conservatively model the temperature distribution inside an M-TUBE microchannel, we assumed that 10% (v/v) glycerol contributed to the electrical conductivity with 0.01 S/m [37–39].
Protocol for preparation of an M-TUBE device
An M-TUBE device is assembled from 2 syringe needles and 1 piece of plastic tubing with a predefined length (Fig 1D and S1 Video). Here, we describe the details of assembly of an M-TUBE device with a microchannel length of 3 mm and a tubing ID of 0.5 mm. First, we cut plastic tubing (50 feet per roll) into 20-mm segments on a cutting mat with metric dimensions. Second, we take 2 syringe needles of 23 gauge with a tip length of 0.5 in, which has an outer diameter of 0.63 mm that ensures tight fitting between the tubing inner surface and the outer surface of the syringe needle. Next, we insert one of the syringe needles into the tubing and repeatedly rotate back and forth the tubing and/or syringe needle until the tip of the syringe needle is close to the middle of the tubing, and there is also a small portion of the needle for electrical connection that is not inserted into the tubing. We then insert the other syringe needle and rotate back and forth the tubing/syringe needle or the second syringe needle until a gap (i.e., the microchannel length) of 2 to 4 mm between the tips of the 2 syringe needles is established. The gap size can be checked by placing the entire assembly close to a tape measure. After assembling the 3 components, we remove the plastic hub from either of the syringe needles. Upon removal of the plastic hub, the gap size should then be carefully rechecked with a tape measure, and slight adjustments can be made to establish a gap of 3 mm by gently twisting either needle inward or outward. After this final adjustment, the M-TUBE device is completely assembled.
As discussed above, assembly of 1 M-TUBE device requires only 60 to 90 s; hence, we typically prepare 50 M-TUBE devices at a time, in approximately 1 h. The M-TUBE devices are placed in a Petri dish, which is sterilized in a biosafety cabinet with UV irradiation overnight. After UV sterilization, M-TUBE devices are stored in a −20°C freezer or refrigerator until just before conducting electroporation experiments, a step similar to the prechilling of electroporation cuvettes.
To prepare M-TUBE devices with other tubing sizes, all steps remain unchanged, but it is necessary to ensure that the plastic tubing is assembled with syringe needles that have complementary outer diameters in their tips.
The external high-voltage power supply system
The external high-voltage power supply (S8 Fig) consists of a function generator (Agilent Technologies, 33220A), a high-voltage amplifier (Trek, 623B), and an oscilloscope (Agilent Technologies, DSO-X 2022A). The function generator supplies preprogrammed electric signals (AC or DC, sine or square waves, frequency, voltage, etc.) to the high-voltage amplifier, which amplifies the signals by 1,000-fold. The oscilloscope monitors the amplified signals to ensure the correct output. The function generator provides non-amplified signals to the amplifier through a BNC cable, and the amplifier outputs amplified signals through a pair of high-voltage cables, which were customized with alligator clips or test clips and connected to the 2 electrodes of an M-TUBE device. On/off switching of the high-voltage signals was primarily controlled by engaging and disengaging a trigger button on the function generator. The function generator, amplifier, and oscilloscope used in this study are standard electronic equipment that can be accessed in many research laboratories/facilities or readily acquired.
Culturing and preparation of E. coli strains
Three E. coli strains, including NEB10β (New England Biolabs), K-12 MG1655 (Coli Genetic Stock Center, Yale University), and Nissle 1917 (Mutaflor, Canada), were employed in this study to test the M-TUBE device. The strains, unless otherwise specified, were cultured, harvested, and made electrocompetent using the same conditions. In brief, glycerol stocks were inoculated into two 14-mL cultures tubes containing 6 mL of LB medium and incubated at 37°C and 250 rpm. The next morning, 5 mL from each overnight culture were inoculated into 245 mL of LB and grown at 37°C and 200 rpm to an OD600 of 0.5 to 0.7. Note that each set of E. coli experiments involved 15 to 20 mL of electrocompetent cells at OD600 = 10, which required two 250-mL cultures. Each 250 mL culture was divided equally into six 50-mL centrifuge tubes and spun down at 4°C and 3,500 rpm for 10 min using an Allegra 64R centrifuge (Beckman Coulter). The supernatant was discarded and 6 mL of ice-cold 10% glycerol were used to wash and combine the 6 cell pellets into 1 suspension. Each 6-mL cell suspension was equally divided into four 2.0-mL microcentrifuge tubes. The 8 microcentrifuge tubes generated from the two 250-mL cultures were centrifuged at 4°C and 8,000 rpm for 5 min, the supernatants were discarded, and 1 mL of ice-cold 10% glycerol was used to wash and resuspend the pellet in each of the 8 tubes. These washing steps were repeated twice more. Next, all cell pellets were combined into a concentrated suspension using 8 mL of ice-cold 10% glycerol, and the cell concentration (typically OD600 = 20 to 30) was measured using a UV spectrophotometer (UV-1800, Shimadzu). Depending on the measured concentration, a final sample with OD600 = 10 was prepared by adding an appropriate volume of ice-cold 10% glycerol. This sample was placed on ice prior to electroporation. DNA plasmids (Parts Registry K176011) [19] encoding ampicillin resistance and green fluorescent protein (GFP) were added to this sample at a final concentration of 0.1 ng/μL for NEB10β and MG1655 cultures; for Nissle 1917, a final concentration of 1 ng/μL was employed so that the number of CFUs was above the limit of detection. For electroporation, the sample was loaded into a 30-mL plastic syringe.
B. longum culturing and preparation for M-TUBE electroporation with plasmid DNA
A 5-mL B. longum culture was maintained in an anaerobic chamber (Coy) via daily dilution into fresh medium to prepare for electroporation. Briefly, 1 mL of a B. longum culture was inoculated into 9 mL of MRS medium in a culture tube, and 5 additional serially diluted (at 1:10 ratio) cultures were prepared; these 6 cultures were incubated at 37°C overnight. The next morning, the optical density of each culture was measured using a spectrometer, and the culture with OD600 = 3 to 4 was used for subsequent outgrowth. The selected culture was diluted to OD600 = 0.54 in 60 to 70 mL and grown to OD600 = 1.5 to 2, after which cells were harvested and made electrocompetent following the same steps described above for E. coli. The 60 to 70 mL were then divided equally into two 50-mL centrifuge tubes and spun down outside the anaerobic chamber at 4°C and 3,500 rpm for 10 min using an Allegra 64R ultracentrifuge (Beckman Coulter). Next, the two 50-mL centrifuge tubes were returned to the anaerobic chamber, the supernatant was discarded, and 5 mL of ice-cold 10% glycerol were used to wash and combine the 2 cell pellets into 1 suspension. The 5-mL cell suspension was divided equally into four 2-mL microcentrifuge tubes. The 4 tubes were centrifuged inside the chamber at room temperature and 10,000 rpm for 2 min using an Eppendorf 5418 microcentrifuge, the supernatants were discarded, and 1 mL of ice-cold 10% glycerol was used to wash and resuspend the pellet in each of the 4 tubes. These washing steps were repeated 2 more times. Next, all pellets were combined into a concentrated suspension using 5 mL of ice-cold 10% glycerol. Depending on the concentration, the final sample at OD600 = 10 was prepared by adding the appropriate volume of ice-cold 10% glycerol and then placed on ice prior to electroporation. The pAM5 plasmid encoding tetracycline resistance was added to the sample at a final concentration of 2 ng/μL. The mixture of the plasmid DNA with the cells was loaded into a 10-mL plastic syringe for electroporation.
Transposon mutagenesis of B. longum NCIMB8809
Previous transformation protocols [40–42] were combined with minor modifications to prepare electrocompetent cells of B. longum NCIMB8809. Briefly, a glycerol stock of B. longum NCIMB8809 was recovered for 24 h in 5 mL of MRS broth (MRS media, Difco) at 37°C and passaged overnight (16 h) in 10 mL of MRS in a 10-fold dilution series. The next morning, the incubator temperature was raised to 40°C and 1 of the overnight cultures in the dilution series was used inoculate 50 mL of MRS (MRS media, HIMEDIA) in a 250-mL Erlenmeyer flask at an initial OD600 (optical density at λ = 600 nm) of 0.18, as measured by a 96-well plate reader (Epoch2, BioTek) in a 96-well flat bottom microplate (Grenier Bio-One, Cat. #655161) with 200 μL of culture per well. In the dilution series, the overnight culture with the lowest optical density that still provided enough cells to proceed was used to inoculate the next culture. The 50 mL of culture in HIMEDIA-brand MRS were grown to an OD600 of 1.0 and used to inoculate MRS broth reconstituted from individual components, modified with 1% lactose as the sole carbon source and an additional 133 mM NaCl, at an initial OD600 of 0.18. This culture was harvested at an OD600 of 0.5, pelleted, washed 3 times with 15% glycerol, and resuspended at an OD600 of 6.7 in 15% (v/v) glycerol. To harvest the cells, the culture was moved to a prereduced 50 mL conical tube (Fisher Scientific, Cat. #06-443-19) on ice, brought out of the anaerobic chamber, centrifuged for 10 min at 3,428g (Centrifuge 5920R, Eppendorf), and transferred back into the anaerobic chamber. After cells were harvested, the incubator temperature was lowered back down to 37°C. Subsequent washes were performed at a volume of 5 mL in 5-mL Eppendorf tubes (Cat. #0030122321, Eppendorf) and pelleted with a compatible microcentrifuge (MC-24 Touch, Benchmark Scientific) that had been brought into the chamber, using 2-min 10,000g centrifugation steps. Transposomes were assembled in vitro by mixing an erythromycin resistance cassette with commercially available EZ-Tn5 transposase according to manufacturer’s instructions. Transposomes were mixed with competent cells at a concentration of 2U transposase/mL competent cells and electroporated using the M-TUBE device (see below). Electroporated cells were recovered for 2 h at 37°C, concentrated 10-fold through centrifugation and resuspension in MRS, and plated on RCM-agar plates with 5 μg/mL erythromycin. Colonies were harvested for sequencing after approximately 36 h of growth at 37°C.
Electroporation of E. coli strains using M-TUBE
The final sample of cells mixed with plasmid DNA was loaded into a plastic syringe, which was mounted on a syringe pump (Legato 210P, KD Scientific) that could be operated horizontally or vertically. To prevent bending of the plastic tubing of the M-TUBE device and to enable convenient collection of the electroporated sample directly into tubes, we typically operate the syringe pump as shown in Fig 1C. After arranging the pump to operate vertically, an M-TUBE device was attached to the sample-loaded syringe via Luer-Lok connection, and the 2 syringe-needle electrodes were connected to the external high-voltage power supply system (S8 Fig). Upon confirming a tight connection between the M-TUBE device and the power supply, we prefilled the M-TUBE microchannel by infusing the cell sample at a relatively low flow rate (typically 250 to 500 μL/min), to prevent air bubbles and thereby arcing/sparking in M-TUBE, until we visually confirmed that the microchannel was filled with the liquid cell sample. Next, a collection tube (reservoir) was placed underneath the M-TUBE device (Fig 1C) so that the electroporated sample could be directly and automatically collected. We programmed the pumping parameters including target pumping volume and pumping flow rate and started flow using the syringe pump at the preset flow rate; immediately after starting flow, we started the application of electric signals to the M-TUBE device to initiate electroporation.
As a positive control, the same batch of electrocompetent cells was also electroporated at various field strengths using 0.2-cm electroporation cuvettes (VWR, 89047–208). One hundred microliters were pipetted into a prechilled electroporation cuvette. Each cuvette was pulsed with an electroporator (MicroPulser, Bio-Rad) at field strengths including 8.33 kV/cm, 10.0 kV/cm, 12.5 kV/cm, and 15 kV/cm with time constants between 5.0 to 5.5 ms. Immediately after the application of electric pulses to each cuvette, 900 μL of prewarmed (approximately 37°C) LB recovery medium were added to each cuvette, and the 100-μL electroporated cells was mixed with the 900-μL recovery medium via pipetting. We then aspirated as much electroporate sample volume as possible from the cuvette and dispensed it into designated wells on a 96-well deep plate (S9 Fig), along with the electroporated samples from M-TUBE for subsequent recovery at 37°C for 1 h.
Electroporation of B. longum via M-TUBE
Most steps for B. longum were the same as for E. coli described above; the differences are described here. After prefilling an M-TUBE device with the B. longum sample, a 50-mL conical tube (reservoir) containing MRS recovery medium was placed underneath the M-TUBE device (S10 Fig) so that electroporated B. longum cells could be directly and automatically flowed into the recovery medium. For B. longum electroporation with M-TUBE, 1 flow rate (7.2 mL/min or 592 mm/s for the 0.5-mm M-TUBE device) was tested at 3 field strengths (3.33, 5.00, and 8.33 kV/cm).
As a positive control, the same batch of electrocompetent cells was electroporated at the same 3 field strengths using 0.2-cm electroporation cuvettes. One hundred microliters of the final cell sample were pipetted into a prechilled electroporation cuvette. Each cuvette was pulsed by the electroporator with time constants ranging between 5.4 to 5.8 ms. Immediately after the application of an electric pulse, 1,000 μL of prewarmed (approximately 37°C) LB recovery medium were added to each cuvette and mixed with the cells via pipetting. We then aspirated as much electroporated sample volume as possible from the cuvette and dispensed it into a 1.5-mL microcentrifuge tube.
Collection, recovery, and evaluation of electroporated E. coli samples
In each set of E. coli experiments, a range of flow rates and electric field strengths were tested; for each combination of testing conditions, 1 mL of electroporated sample was collected in a microcentrifuge tube. One hundred microliters of the electroporated sample were aspirated and dispensed into each of 4 wells of a 96 deep-well plate containing LB recovery medium (S9 Fig). In each 96-well plate, we were able to test 20 combinations of electroporation conditions. After filling all designated wells of the 96-well plate, the plate was incubated in a shaking incubator at 37°C and 250 rpm for 1 h. After 1 h of recovery, the 96-well sample plate was placed in a designated position on a liquid handling robot (Janus BioTx Pro Plus, PerkinElmer) for automated serial dilution (S11 Fig): 10×, 100×, and 1,000× dilution for E. coli NEB10β; 10× and 100× dilution for E. coli K12 MG1655 or Nissle 1917. Following serial dilution, 5 μL from each well were dispensed onto LB-agar plates containing 50 μg/mL carbenicillin, and the selective plates were incubated overnight at 37°C. The next morning, each plate was photographed for CFU counting.
Collection, recovery, and evaluation of electroporated B. longum samples
After electroporating B. longum using M-TUBE, 1 mL of cells was flowed directly into 10 mL of MRS recovery medium. B. longum samples electroporated by M-TUBE or in cuvettes were incubated at 37°C for 3 h. Following recovery, 1.1 mL from each M-TUBE or cuvette sample were aspirated and pipetted into separate 1.5-mL microcentrifuge tubes and spun down at 10,000 rpm for 2 min. The supernatants were discarded and 200 μL of MRS medium were added into each 1.5-mL tubes to resuspend the cell pellets. Next, the 200-μL suspension was plated onto RCM-agar plates with 10 μg/mL tetracycline, and the selective plates were incubated at 37°C for at least 48 h. Following the 48-h incubation, each plate was photographed for CFU counting.
CFU quantification
Photos of selective plates for electroporation with plasmids were captured using an iPhone 11 (Apple) on a tripod with a remote shutter. The photos were imported to ImageJ (NIH) and CFU.Ai v. 1.1 for enumerating CFUs. The transformation efficiency was defined as the number of CFUs on selective plates per μg of DNA.
Preparing a Tn-seq library for B. longum NCIMB8809
Erythromycin-resistant colonies from the Tn5 transposome electroporation were scraped from the selective plates into 500 μL of MRS broth (MRS media, Difco) for each Petri dish. Samples from this suspension were taken, glycerol (Fisher Bioreagents, Cat. #BP229-1) was added to a final concentration of 15% (v/v), and cryostocks were stored in 11-mm crimp vials (Thermo Scientific, Cat. #C4011-11) with sealed aluminum crimp caps (Thermo Scientific, Cat. #11-03-400) at −80°C. Simultaneously, most of the suspension was stored directly at −20°C for subsequent DNA isolation. Genomic DNA (gDNA) was isolated from the colony suspension using a DNeasy Blood and Tissue Kit (QIAGEN, Cat. #69506) according to the manufacturer’s protocol for Gram-positive organisms.
Isolated gDNA was first sheared in a Covaris S220 Sonicator with microTUBE AFA fiber preslit snap-cap tubes (Covaris, Cat. #520045) according to the manufacturer’s instructions for 300-bp fragments. A KAPA HyperPrep Kit (Roche, 07962312001) with custom oligos was then used to prepare the library. Briefly, sonicated gDNA was subjected to a dual bead-based size selection using AMPure XP magnetic beads (Beckman Coulter, Cat. #A63881) according to the manufacturer’s instructions for 300-bp sized fragments. An end-repair and A-tailing reaction was performed followed by an adaptor ligation by following the KAPA HyperPrep protocol and using a custom adaptor (S4 Table). After a 1-sided bead cleanup, the entire sample of adaptor-ligated gDNA fragments was used as input for a PCR reaction that simultaneously amplified transposon-gDNA junctions and added Illumina TruSeq adaptors. An Ultra II Q5 PCR mix (New England Biolabs, Cat. #E7649A) was used for all PCR reaction components except the template DNA and custom primers (S4 Table). The PCR reaction involved an initial denaturation step of 98°C for 2 min, followed by 25 cycles of 3 steps: 98°C for 30 s, 65°C for 20 s, and 72°C for 30 s. After a final extension at 72°C for 10 min, the sample was cleaned up using a NucleoSpin Gel and PCR Clean-up kit (Machery-Nagel, Cat. #740609.250). The Tn-seq library was run on a MiSeq (Illumina, Cat. #SY-410-1003), with a 150-cycle MiSeq Reagent Kit V3 (MS-102-3001), 150-bp read 1 length, and no indexing reads.
Supporting information
Acknowledgments
We would like to thank members of the Buie and Huang lab for helpful discussions. We thank Douwe van Sinderen for the gift of Bifidobacterium strains and plasmids. We thank Brandon David Fields from the Department of Biological Engineering at MIT for discussion of E. coli Nissle 1917 electroporation and for verification of plasmid pAM5 with PCR.
Abbreviations
- AC
alternating current
- CFU
colony-forming unit
- DC
direct current
- gDNA
genomic DNA
- GFP
green fluorescent protein
- ID
inner diameter
- LB
Luria broth
- M-TUBE
microfluidic tubing-based bacterial electroporation
- PDMS
polydimethylsiloxane
- RCM
reinforced clostridial medium
Data Availability
All relevant data is available within the manuscript and Supporting information files. The code used to generate the plot of insertion density in the B. longum NCIMB8809 genome, along with the associated raw sequencing data, has been deposited at CodeOcean (https://codeocean.com/capsule/4163239/tree/).
Funding Statement
The authors acknowledge funding from NIH grant RM1 GM135102 (to K.C.H. and C.R.B.) and NSF grant EF-2125383 (to K.C.H.). K.C.H. is a Chan Zuckerberg Biohub Investigator. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Mazodier P, Davies J. Gene-Transfer between Distantly Related Bacteria. Annu Rev Genet. 1991;25:147–71. doi: 10.1146/annurev.ge.25.120191.001051 WOS:A1991GX17400007. [DOI] [PubMed] [Google Scholar]
- 2.Yoshida N, Sato M. Plasmid uptake by bacteria: a comparison of methods and efficiencies. Appl Microbiol Biotechnol. 2009;83(5):791–8. doi: 10.1007/s00253-009-2042-4 WOS:000267214600001. [DOI] [PubMed] [Google Scholar]
- 3.Rivera AL, Magana-Ortiz D, Gomez-Lim M, Fernandez F, Loske AM. Physical methods for genetic transformation of fungi and yeast. Phys Life Rev. 2014;11(2):184–203. doi: 10.1016/j.plrev.2014.01.007 WOS:000337982800007. [DOI] [PubMed] [Google Scholar]
- 4.Sheng Y, Mancino V, Birren B. Transformation of Escherichia coli with Large DNA-Molecules by Electroporation. Nucleic Acids Res. 1995;23(11):1990–6. WOS:A1995RE99600023. doi: 10.1093/nar/23.11.1990 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Chassy BM, Mercenier A, Flickinger J. Transformation of Bacteria by Electroporation. Trends Biotechnol. 1988;6(12):303–9. doi: 10.1016/0167-7799(88)90025-X WOS:A1988R036000007. [DOI] [Google Scholar]
- 6.Kotnik T, Frey W, Sack M, Meglic SH, Peterka M, Miklavcic D. Electroporation-based applications in biotechnology. Trends Biotechnol. 2015;33(8):480–8. doi: 10.1016/j.tibtech.2015.06.002 WOS:000358805500009. [DOI] [PubMed] [Google Scholar]
- 7.Neumann E. Membrane Electroporation and Direct Gene-Transfer. Bioelectroch Bioener. 1992;28(1–2):247–67. doi: 10.1016/0302-4598(92)80017-B WOS:A1992JK13500018. [DOI] [Google Scholar]
- 8.Shiver AL, Culver R, Deutschbauer AM, Huang KC. Rapid ordering of barcoded transposon insertion libraries of anaerobic bacteria. Nat Protoc. 2021;16(6):3049–3071. WOS:000652922800002. doi: 10.1038/s41596-021-00531-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Hess GT, Fresard L, Han K, Lee CH, Li A, Cimprich KA, et al. Directed evolution using dCas9-targeted somatic hypermutation in mammalian cells. Nat Methods. 2016;13(12):1036–1042. doi: 10.1038/nmeth.4038 WOS:000389133000024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Ruiz L, Bottacini F, Boinett CJ, Cain AK, O’Connell-Motherway M, Lawley TD, et al. The essential genomic landscape of the commensal Bifidobacterium breve UCC2003. Sci Rep. 2017;7. ARTN 5648 doi: 10.1038/s41598-017-05795-y WOS:000405677200033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Movahed S, Li DQ. Microfluidics cell electroporation. Microfluid Nanofluids. 2011;10(4):703–34. doi: 10.1007/s10404-010-0716-y WOS:000288254600001. [DOI] [Google Scholar]
- 12.Geng T, Lu C. Microfluidic electroporation for cellular analysis and delivery. Lab Chip. 2013;3803–21. doi: 10.1039/c3lc50566a [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Gac SL, Uitert Iv. Electroporation in Microfluidic Devices. Handbook of Electroporation. 2016. p. 1–20. doi: [DOI] [Google Scholar]
- 14.Fox MB, Esveld DC, Valero A, Luttge R, Mastwijk HC, Bartels PV, et al. Electroporation of cells in microfluidic devices: a review. Anal Bioanal Chem. 2006;385(3):474–85. Epub 2006/03/15. doi: 10.1007/s00216-006-0327-3 . [DOI] [PubMed] [Google Scholar]
- 15.Wang HY, Lu C. Electroporation of mammalian cells in a microfluidic channel with geometric variation. Anal Chem. 2006;78(14):5158–64. doi: 10.1021/ac060733n [DOI] [PubMed] [Google Scholar]
- 16.Wang H-Y, Lu C. Microfluidic electroporation for delivery of small molecules and genes into cells using a common DC power supply. Biotechnol Bioeng. 2008;100(3):579–86. doi: 10.1002/bit.21784 [DOI] [PubMed] [Google Scholar]
- 17.Ziv R, Steinhardt Y, Pelled G, Gazit D, Rubinsky B. Micro-electroporation of mesenchymal stem cells with alternating electrical current pulses. Biomed Microdevices. 2009;11:95–101. doi: 10.1007/s10544-008-9213-4 . [DOI] [PubMed] [Google Scholar]
- 18.Geng T, Zhan Y, Wang J, Lu C. Transfection of cells using flow-through electroporation based on constant voltage. Nat Protoc. 2011;6(8):1192–208. doi: 10.1038/nprot.2011.360 [DOI] [PubMed] [Google Scholar]
- 19.Garcia PA, Ge Z, Kelley LE, Holcomb SJ, Buie CR. High efficiency hydrodynamic bacterial electrotransformation. Lab Chip. 2017;17:490–500. doi: 10.1039/c6lc01309k . [DOI] [PubMed] [Google Scholar]
- 20.Guignet EG, Meyer T. Suspended-drop electroporation for high-throughput delivery of biomolecules into cells. Nat Methods. 2008;5(5):393–5. doi: 10.1038/nmeth.1201 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Madison AC, Royal MW, Vigneault F, Chen L, Griffin PB, Horowitz M, et al. Scalable Device for Automated Microbial Electroporation in a Digital Microfluidic Platform. ACS Synth Biol. 2017;6(9):1701–9. doi: 10.1021/acssynbio.7b00007 [DOI] [PubMed] [Google Scholar]
- 22.Hamieh M, Dobrin A, Cabriolu A, van der Stegen SJC, Giavridis T, Mansilla-Soto J, et al. CAR T cell trogocytosis and cooperative killing regulate tumour antigen escape. Nature. 2019;568(7750):112–116. doi: 10.1038/s41586-019-1054-1 WOS:000463384900050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Feucht J, Sun J, Eyquem J, Ho YJ, Zhao ZG, Leibold J, et al. Calibration of CAR activation potential directs alternative T cell fates and therapeutic potency (vol 25, pg 82, 2019). Nat Med. 2019;25(3):530. doi: 10.1038/s41591-019-0360-3 WOS:000460643100036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Eyquem J, Mansilla-Soto J, Giavridis T, van der Stegen SJC, Hamieh M, Cunanan KM, et al. Targeting a CAR to the TRAC locus with CRISPR/Cas9 enhances tumour rejection. Nature. 2017;543(7643):113–117. doi: 10.1038/nature21405 WOS:000395671500043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Dever DP, Bak RO, Reinisch A, Camarena J, Washington G, Nicolas CE, et al. CRISPR/Cas9 beta-globin gene targeting in human haematopoietic stem cells. Nature. 2016;539(7629):384–9. doi: 10.1038/nature20134 WOS:000388161700045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Bozza M, De Roia A, Correia MP, Berger A, Tuch A, Schmidt A, et al. A nonviral, nonintegrating DNA nanovector platform for the safe, rapid, and persistent manufacture of recombinant T cells. Sci Adv. 2021;7(16). ARTN eabf1333 doi: 10.1126/sciadv.abf1333 WOS:000640217000013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Sonnenborn U. Escherichia coli strain Nissle 1917-from bench to bedside and back: history of a special Escherichia coli strain with probiotic properties. Fems Microbiol Lett. 2016;363(19). ARTN fnw212. WOS:000388381800006. doi: 10.1093/femsle/fnw212 [DOI] [PubMed] [Google Scholar]
- 28.Praveschotinunt P, Duraj-Thatte AM, Gelfat I, Bahl F, Chou DB, Joshi NS. Engineered E. coli Nissle 1917 for the delivery of matrix-tethered therapeutic domains to the gut. Nat Commun. 2019;10. WOS:000502072000001. doi: 10.1038/s41467-019-13336-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Zhu QF, Hamilton M, Vasquez B, He M. 3D-printing enabled micro-assembly of a microfluidic electroporation system for 3D tissue engineering. Lab Chip. 2019;19(14):2362–72. doi: 10.1039/c9lc00046a WOS:000474900400004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Akinlaja J, Sachs F. The breakdown of cell membranes by electrical and mechanical stress. Biophys J. 1998;75(1):247–54. WOS:000075246200022. doi: 10.1016/S0006-3495(98)77511-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Zhan Y, Cao Z, Bao N, Li J, Wang J, Geng T, et al. Low-frequency AC electroporation shows strong frequency dependence and yields comparable transfection results to DC electroporation. J Control Release. 2012;160:570–6. doi: 10.1016/j.jconrel.2012.04.006 . [DOI] [PubMed] [Google Scholar]
- 32.Sugahara H, Odamaki T, Fukuda S, Kato T, Xiao JZ, Abe F, et al. Probiotic Bifidobacterium longum alters gut luminal metabolism through modification of the gut microbial community. Sci Rep. 2015;5. ARTN 13548 doi: 10.1038/srep13548 WOS:000360235900001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Wetmore KM, Price MN, Waters RJ, Lamson JS, He J, Hoover CA, et al. Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons. mBio. 2015;6(3):e00306–15. Epub 2015/05/15. doi: 10.1128/mBio.00306-15 ; PubMed Central PMCID: PMC4436071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Liu H, Shiver AL, Price MN, Carlson HK, Trotter VV, Chen Y, et al. Functional genetics of human gut commensal Bacteroides thetaiotaomicron reveals metabolic requirements for growth across environments. Cell Rep. 2021;34(9):108789. Epub 2021/03/04. doi: 10.1016/j.celrep.2021.108789 ; PubMed Central PMCID: PMC8121099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Del Rosal B, Sun C, Loufakis DN, Lu C, Jaque D. Thermal loading in flow-through electroporation microfluidic devices. Lab Chip. 2013;13:3119–27. doi: 10.1039/c3lc50382h [DOI] [PubMed] [Google Scholar]
- 36.Gallo-Villanueva RC, Sano MB, Lapizco-Encinas BH, Davalos RV. Joule heating effects on particle immobilization in insulator-based dielectrophoretic devices. Electrophoresis. 2014;35(2–3):352–61. Epub 2013/09/05. doi: 10.1002/elps.201300171 ; PubMed Central PMCID: PMC4114348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Silve A, Leray I, Poignard C, Mir LM. Impact of external medium conductivity on cell membrane electropermeabilization by microsecond and nanosecond electric pulses. Sci Rep. 2016;6:19957. Epub 2016/02/02. doi: 10.1038/srep19957 ; PubMed Central PMCID: PMC4734290. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Garcia PA, Rossmeisl JH Jr., Neal RE 2nd, Ellis TL, Olson JD, Henao-Guerrero N, et al. Intracranial nonthermal irreversible electroporation: in vivo analysis. J Membr Biol. 2010;236(1):127–36. Epub 2010/07/30. doi: 10.1007/s00232-010-9284-z . [DOI] [PubMed] [Google Scholar]
- 39.Sel D, Cukjati D, Batiuskaite D, Slivnik T, Mir LM, Miklavcic D. Sequential finite element model of tissue electropermeabilization. IEEE Trans Biomed Eng. 2005;52(5):816–27. Epub 2005/05/13. doi: 10.1109/TBME.2005.845212 . [DOI] [PubMed] [Google Scholar]
- 40.O’Callaghan A, Bottacini F, O’Connell Motherway M, van Sinderen D. Pangenome analysis of Bifidobacterium longum and site-directed mutagenesis through by-pass of restriction-modification systems. BMC Genomics. 2015;16:832. Epub 2015/10/23. doi: 10.1186/s12864-015-1968-4 ; PubMed Central PMCID: PMC4618763. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Park MJ, Park MS, Ji GE. Improvement of electroporation-mediated transformation efficiency for a Bifidobacterium strain to a reproducibly high level. J Microbiol Methods. 2019;159:112–9. Epub 2018/12/12. doi: 10.1016/j.mimet.2018.11.019 . [DOI] [PubMed] [Google Scholar]
- 42.Ruiz L, Motherway MO, Lanigan N, van Sinderen D. Transposon mutagenesis in Bifidobacterium breve: construction and characterization of a Tn5 transposon mutant library for Bifidobacterium breve UCC2003. PLoS ONE. 2013;8(5):e64699. Epub 2013/06/06. doi: 10.1371/journal.pone.0064699 ; PubMed Central PMCID: PMC3667832. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data is available within the manuscript and Supporting information files. The code used to generate the plot of insertion density in the B. longum NCIMB8809 genome, along with the associated raw sequencing data, has been deposited at CodeOcean (https://codeocean.com/capsule/4163239/tree/).