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Screening of optimal LNP formulations can be rapidly achieved with relatively small quantities of material using two-stream CIJ turbulent mixers, provided they are operated at appropriate velocities. A µMIVM mixer driven by a programmable syringe pump, as depicted in Figure 3A, is utilized to highlight the importance of achieving sufficient micromixing, above a critical Reynolds number to form small, monodisperse LNPs. Table 3 contains the summary of formulations used for producing LNPs, and the mixer setup follows the protocol outlined in step 3.4. LNP sizes were characterized by dynamic light scattering (DLS) as a function of Reynolds number. As shown in Figure 3B, beyond a critical Re of 5000, small and monodisperse LNPs are observed. Moreover, high Reynolds numbers (~104-105) can be accessed when the syringes are depressed uniformly by handheld operation or by using the mixing stand (right-most data point in Figure 3B). The mixing stand, shown in Figure 2A, uniformly depresses all syringes simultaneously27. As a result, such LNPs also have optimal sizes. With inadequate mixing (i.e., too small of a Re), larger LNPs are formed. Photos representative of LNPs formed at low (Photo 1) and high Re (Photo 2) are shown in Figure 3B. Samples made at low Re are turbid, indicating the presence of large colloidal light scattering structures (Tyndall effect), but LNPs formed at high Re appear clear due to weaker, blue-shifted scattering from smaller colloids.
Ionizable lipids have different physical-chemical properties, which affect the physicochemical properties of LNPs produced with otherwise identical lipid formulations. A CIJ mixer (Figure 1A) is used to test this. Table 4 lists the formulations made using two FDA-approved ionizable lipids: ALC-0315 and MC3. Figure 4A shows that the LNPs made at pH 5 from ALC-0315 are ~80 nm, whereas LNPs made using MC3 are ~60 nm. Moreover, at pH 5, MC3-LNPs have a positive zeta potential (~28 mV), while the ALC-LNPs have a neutral zeta potential (<10 mV). This distinction in surface charge as well as the overall size of LNPs, arises from the pKa of the two lipids. MC3 has a higher pKa (6.44) when compared to ALC0315 (6.09)32; therefore, a higher fraction of MC3 lipids are charged at pH 5. Both formulations have 1.5 mol% PEG-lipid stabilizer; however, the MC3-LNPs stabilize at a smaller size due to larger electrostatic repulsions during LNP assembly during the diffusion-limited aggregation, which arrests growth at the smaller size. Both the formulations show high encapsulation efficiencies (>90%), as shown in Figure 4B. The chemistry of lipids is crucial in determining the overall properties as well as the performance of the LNPs, and thus, they must be chosen carefully based on the target application.
LNPs made using both of the turbulent mixer geometries (step 2.3 and step 3.3) have similar physicochemical properties. This comparison is further extended to LNPs made from poor mixing techniques, such as bulk pipette mixing, to further illustrate the distinction between turbulent mixers and non-uniform mixing techniques (Figure 1C). Table 5 provides the summary of formulations used for making LNPs, as shown in Figure 5. In the case of the pipette mixing technique, equal volumes of ethanol and aqueous streams are rapidly mixed by pipetting up and down for 15-20 s, followed by pipetting the mixture into an acetate buffer bath at pH 4. Figure 5A shows that the sizes of LNPs in the quench 10 mM acetate buffer bath (pH 4, 10 vol% ethanol) are strikingly similar and small (~50 nm) irrespective of the mixer geometry used (CIJ or MIVM). However, LNPs made using pipette mixing are twice the size of LNPs made using turbulent mixers. This shows that the LNPs made from different CIJ geometries exhibit similar properties when made at sufficiently high velocities (turbulent regime above the critical Reynolds number), while poor mixing results in larger, polydisperse LNPs.
Next, the LNPs are dialyzed against a 10 mM HEPES buffer, pH 7.4 (100x volume), to remove ethanol and switch the pH to 7.4. During this process, there is some LNP fusion and growth to a slightly larger size, as shown in Figure 5A, which is in line with the well-studied fusion mechanism in the literature33. Overall, the LNPs made using CIJ and MIVM mixers are less than 100 nm, while the LNPs made using pipette mixing are around 140 nm. As shown in Figure 5B, the zeta potentials for these formulations are less than 10 mV, indicating that they are all neutral at pH 7.4. Additionally, they all show high encapsulation efficiencies of >95% (Figure 5C). Thus, the LNPs with optimal physicochemical properties can be easily manufactured using turbulent mixer technologies. The performance of these LNPs is assessed by carrying out in vitro transfection in HeLa cells.
Luciferase-based in vitro transfection assay protocol is adopted from a previous publication34. Figure 6A plots the luminescence (RLU) per 1000 cells for the three formulations summarized in Table 5. Lipofectamine 3000 is used as a positive control. It is important to note that lipofectamine 3000 is generally used for DNA formulations; however, it worked as an adequate control in these experiments. LNPs made using 2-jet CIJ and 4-jet MIVM mixers transfect much better than the LNPs made using pipette mixing. Even though the larger particles are expected to transfect better than the small particles due to the greater payload per LNP, the LNPs made using pipette mixing here transfect less effectively. This clearly implies that there is a significant difference in the structures of LNPs made with CIJ technologies compared to the LNPs made with pipette mixing. The transfection efficiencies of LNPs made with CIJ and MIVM mixers are essentially identical. Lipofectamine 3000 shows the lowest transfection efficiency. Figure 6B evaluates the LNP toxicity in vitro on HeLa cells using a cell viability assay based on sodium resazurin salt35. All the formulations show low cytotoxicity, exhibited by high levels of cell viability when plotted as a percentage of cells alive versus the control that does not have any nanoparticle treatment.

Figure 1: Mixing methods for producing LNPs. (A) The two-jet confined impinging jet mixer (CIJ) showing a photograph of a transparent mixer and an assembled Delrin mixer setup regularly used in the laboratory. (B) The four-jet micro multiple inlet vortex mixer (µMIVM) showing a photograph of a transparent mixer and an assembled stainless steel and Delrin mixer setup. The inlet streams for the transparent mixer have been moved to the sides of the mixer for better visualization of the mixing geometry, while in the practical mixer, the inlet streams enter from the top. Both the CIJ and µMIVM operate with sufficient liquid velocity that flows are in the turbulent regime, and mixing produces Kolmogorov microscales smaller than 1 µm, which enables the attainment of supersaturation in ~1.5 ms. (C) The pipette mixing setup widely used to prepare small volumes of LNP dispersions by mixing aqueous and ethanolic solutions. Please click here to view a larger version of this figure.

Figure 2: Expanded view of the µMIVM and its mixing stand. (A) Assembled µMIVM, with glass syringes, under the mixer stand that facilitates even and rapid depression of the syringes. This figure is reproduced from Markwalter et al.29. (B) Disassembled µMIVM showing the interior components. This mixing geometry is identical to the transparent mixer in Figure 1B, except that the inlet streams enter through the top disk and not through the lateral cylindrical surface. Please click here to view a larger version of this figure.

Figure 3: Increasing Reynolds number in a turbulent mixer decreases LNP hydrodynamic diameter up to a plateau critical Reynolds number. (A) Schematic depiction of the syringe pump and µMIVM setup used to control the Reynolds number in the turbulent mixer by setting stream volumetric flow rates. (B) LNP hydrodynamic diameter versus Reynolds number in the MIVM. Increasing the Reynolds number and turbulent energy dissipation improves mixing and leads to more homogeneous mixing, supersaturation, and growth of particles. Above the critical Reynolds number, LNP sizes remain constant with increasing flow rates due to the Da<<1 condition, i.e., the solvent/antisolvent diffusion time is shorter than the NP assembly time. The flow rates given are the total flow rates of all the four streams. Please click here to view a larger version of this figure.

Figure 4: Colloidal properties of LNPs produced with different ionizable lipids. (A) Hydrodynamic diameters and zeta potentials of LNPs produced with two different ionizable lipids: ALC-0315 and MC3. Measurements are made at pH 5 in the quench bath after LNP formation. Differences in apparent pKa of the ionizable lipids affect the colloidal properties of LNPs. (B) Encapsulation efficiency measurements of both the LNPs (n = 3, error bars represent one standard deviation). Please click here to view a larger version of this figure.

Figure 5: Colloidal properties of LNPs produced with different mixers encapsulating luciferase mRNA using MC3 ionizable lipid. (A) Hydrodynamic diameters of LNPs produced with 2-jet, 4-jet, and pipette mixers. Measurements are performed both under the acidic conditions of the quench bath after LNP formation (left-hand side) and after dialysis into a neutral HEPES buffer (right-hand side). LNP size grows during pH neutralization due to deionization of the ionizable lipid, leading to LNP fusion and growth. The lipid-PEG stabilizer arrests this particle coalescence growth before the formation of micron-sized precipitates. (B) Surface charge measurements (as the ζ-potential) on dialyzed LNPs in the 10 mM HEPES, pH 7.4 condition. All LNPs are within 2 mV of 0 mV, which indicates that these particle surfaces are neutral and have only a nearly undetectable amount of cationic charge. (C) Encapsulation efficiency measurements after dialysis of LNPs (n = 3, error bars represent one standard deviation). Please click here to view a larger version of this figure.

Figure 6: Transfection of HeLa cells with as-prepared LNPs. (A) Luminescence of expressed luciferase enzyme after treatment with luciferin. (B) Viability of HeLa cells after incubation with LNPs. Cells show no statistically significant change in viability, as indicated by a resazurin metabolic assay (n = 4, error bars represent one standard deviation). Please click here to view a larger version of this figure.
Stream(s) /
Quench bath | Component | Formulation | Stock | Volume |
Syringe 1 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 0.5 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 2 -
Aqueous stream
(0.3 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 0.5 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
| Quench bath | Acetate Buffer | 10 mM, pH 4 | 100 mM, pH 4 | 4 mL |
Table 1: Standard patisiran LNP Formulation produced by a CIJ mixer. Yeast RNA is used as a model RNA for this protocol. All the solutions are molecularly dissolved and mixed thoroughly before loading them in the syringes.
Stream(s) /
Quench bath | Component | Formulation | Stock | Volume |
Syringe 1 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 0.5 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 2 -
Aqueous stream
(0.3 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 0.5 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
Syringe 3 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 0.5 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 4 -
Aqueous stream
(0.3 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 0.5 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
| Quench bath | Acetate Buffer | 10 mM, pH 4 | 100 mM, pH 4 | 8 mL |
Table 2: Standard patisiran LNP Formulation produced by an MIVM mixer. An MIVM mixer utilizes four streams - two solvents and two antisolvents. Streams with unequal momenta may be used; however, streams with equal momenta are chosen for this protocol.
Stream(s) /
Quench bath | Component | Formulation | Stock | Volume |
Syringe 1 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 20 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 2 -
Aqueous stream
(0.3 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 20 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
Syringe 3 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 20 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 4 -
Aqueous stream
(0.3 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 20 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
Quench bath
(Collection time
= 30 s) | HEPES Buffer | 10 mM, pH 7.5 | 1 M, pH 7.5 | 320 mL |
Table 3: LNP Formulation produced by a MIVM mixer driven by a syringe pump. DODMA is used as an ionizable lipid along with yeast RNA as the model RNA. An example run with 40 mL/min is chosen for this protocol.
Stream(s) /
Quench bath | Component | Formulation | Stock | Volume |
Syringe 1 -
Ethanol stream
(12 mg/mL total lipid) | Ionizable lipid (MC3 or ALC0315) | 50 mol% | 50 mg/mL | 0.5 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 2 -
Aqueous stream
(0.6 mg/mL RNA) | Yeast RNA | N/P 6 | 10 mg/mL | 0.5 mL |
| Acetate Buffer | 20 mM, pH 5 | 100 mM, pH 5 |
| Quench bath | Acetate Buffer | 10 mM, pH 5 | 100 mM, pH 5 | 9 mL |
Table 4: LNP Formulations from two different ionizable lipids produced by a CIJ mixer. Formulations are made from either ALC-0315 or MC3, while all other components are kept the same.
Stream(s) /
Quench bath | Component | Formulation | Stock | Volume |
Syringe 1 -
Ethanol stream
(6 mg/mL total lipid) | Ionizable lipid (MC3) | 50 mol% | 50 mg/mL | 0.5 mL |
| Zwitterion lipid (DSPC) | 10 mol% | 5 mg/mL |
| Cholesterol | 38.5 mol% | 5 mg/mL |
| Pegylated lipid (DMG-PEG2000) | 1.5 mol% | 4 mg/mL |
Syringe 2 -
Aqueous stream
(0.3 mg/mL RNA) | FLuc mRNA | N/P 6 | 1 mg/mL | 0.5 mL |
| Acetate Buffer | 20 mM, pH 4 | 100 mM, pH 4 |
| Quench bath | Acetate Buffer | 10 mM, pH 4 | 100 mM, pH 4 | 4 mL |
Table 5: Standard patisiran LNP Formulation produced by a CIJ mixer. FLuc mRNA that expresses a luciferase protein is employed to measure gene expression using a bioluminescence assay.
Supplementary File 1: Suppliers of CIJ and MIVM Mixers. Please click here to download this File.