journal article·2015-01

Modelling size and structure of nanoparticles formed from drying of submicron solution aerosols

Arpan A. Bandyopadhyay, Amol A. Pawar, Chandra Venkataraman, Anurag Mehra

Journal of Nanoparticle Research· Volume 17· Issue 1
Publisher page

Abstract

Drying of submicron solution aerosols, under controlled conditions, has been explored to prepare nanoparticles for drug delivery applications. A computational model of solution drop evaporation is developed to study the evolution of solute gradients inside the drop and predict the size and shell thickness of precipitating nanoparticles. The model considers evaporation as a two-stage process involving droplet shrinkage and shell growth. It was corroborated that droplet evaporation rate controls the solute distribution within a droplet and the resulting particle structure (solid or shell type). At higher gas temperatures, rapid build-up of solute near drop surface from high evaporation rates results in early attainment of critical supersaturation solubility and a steeper solute gradient, which favours formation of larger, shell-type particles. At lower gas temperatures, formation of smaller, solid nanoparticles is indicated. The computed size and shell thickness are in good agreement with experimentally prepared lipid nanoparticles. This study indicates that solid or shell structure of precipitated nanoparticles is strongly affected by evaporation rate, while initial solute concentration in the precursor solution and atomized droplet size affect shell thickness. For the gas temperatures considered, evaporative cooling leads to droplet temperature below the melting point of the lipid solute. Thus, we conclude that control over nanoparticle size and structure, of thermolabile precursor materials suitable for drug delivery, can be achieved by controlling evaporation rates, through selection of aerosol processing conditions.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Inhalation and Respiratory Drug Delivery · Microencapsulation and Drying Processes · Advancements in Transdermal Drug Delivery

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (45)

Show source-provided references
1. Brannon-Peppas L (1995) Recent advances on the use of biodegradable microparticles and nanoparticles in controlled drug delivery. Int J Pharm 116:1–9. doi: 10.1016/0378-5173(94)00324-x10.1016/0378-5173(94)00324-X ↗
2. Charlesworth DH, Marshall WR Jr (1960) Evaporation from drops containing dissolved solids. AIChE J 6:9–2310.1002/aic.690060104 ↗
3. Christoffersen J, Rostrup E, Christoffersen MR (1991) Relation between interfacial surface-tension of electrolyte crystals in aqueous suspension and their solubility—a simple derivation based on surface nucleation. J Cryst Growth 113:599–60510.1016/0022-0248(91)90096-N ↗
4. Eerikainen H, Kauppinen EI (2003) Preparation of polymeric nanoparticles containing corticosteroids by a novel aerosol flow reactor method. Int J Pharm 263:69–8310.1016/S0378-5173(03)00370-3 ↗
5. Eerikainen H, Kauppinen EI, Kansikas J (2004) Polymeric drug nanoparticles prepared by an aerosol flow reactor method. Pharm Res 21:136–14310.1023/B:PHAM.0000012161.58738.25 ↗
6. Eslamian M, Ashgriz N (2006) Effect of precursor, ambient pressure, and temperature on the morphology, crystallinity, and decomposition of powders prepared by spray pyrolysis and drying. Powder Technol 167:149–15910.1016/j.powtec.2006.06.016 ↗
7. Eslamian M, Ashgriz N (2007) Effect of atomization method on the morphology of spray-generated particles. J Eng Mater Technol 129:130–14210.1115/1.2400270 ↗
8. Eslamian M, Ahmed M, Ashgriz N (2006) Modelling of nanoparticle formation during spray pyrolysis. Nanotechnology 17:1674–1685. doi: 10.1088/0957-4484/17/6/02310.1088/0957-4484/17/6/023 ↗
9. Eslamian M, Ahmed M, Ashgriz N (2009) Modeling of solution droplet evaporation and particle evolution in droplet-to-particle spray methods. Dry Technol 27:3–1310.1080/07373930802565665 ↗
10. Fu GD, Li GL, Neoh KG, Kang ET (2011) Hollow polymeric nanostructures-synthesis, morphology and function. Prog Polym Sci 36:127–167. doi: 10.1016/j.progpolymsci.2010.07.01110.1016/j.progpolymsci.2010.07.011 ↗
11. Fuchs NA, Sutugin AG (1970) Highly dispersed aerosols. Ann Arbor Science Publishers, Ann Arbor
12. Gurav A, Kodas T, Pluym T, Xiong Y (1993) Aerosol processing of materials. Aerosol Sci Technol 19:411–45210.1080/02786829308959650 ↗
13. Handscomb CS, Kraft M, Bayly AE (2009) A new model for the drying of droplets containing suspended solids. Chem Eng Sci 64:628–637. doi: 10.1016/j.ces.2008.04.05110.1016/j.ces.2008.04.051 ↗
14. He GW, Bhamidi V, Tan RBH, Kenis PJA, Zukoski CF (2006) Determination of critical supersaturation from microdroplet evaporation experiments. Cryst Growth Des 6:1175–1180. doi: 10.1021/Cg050681f10.1021/cg050681f ↗
15. Hinds WC (1999) Aerosol technology: properties, behavior, and measurement of airborne particles, 2nd edn. Wiley, New York
16. Jayanthi GV, Zhang SC, Messing GL (1993) Modeling of solid particle formation during solution aerosol thermolysis—the evaporation stage. Aerosol Sci Technol 19:478–49010.1080/02786829308959653 ↗
17. Knudsen M (1911) Molecular heat conductivity of gases and the coefficient of accommodation. Ann Phys 339:593–656. doi: 10.1002/andp.1911339040210.1002/andp.19113390402 ↗
18. Lahde A, Raula J, Kauppinen EI (2008) Simultaneous synthesis and coating of salbutamol sulphate nanoparticles with l-leucine in the gas phase. Int J Pharm 358:256–26210.1016/j.ijpharm.2008.02.027 ↗
19. Lee TH, Wang J, Wang C-H (2002) Double-walled microspheres for the sustained release of a highly water soluble drug: characterization and irradiation studies. J Control Release 83:437–452. doi: 10.1016/s0168-3659(02)00235-310.1016/S0168-3659(02)00235-3 ↗
20. Lenggoro IW, Hata T, Iskandar F, Lunden MM, Okuyama K (2000) An experimental and modeling investigation of particle production by spray pyrolysis using a laminar flow aerosol reactor. J Mater Res 15:733–74310.1557/JMR.2000.0106 ↗
21. Leong KH (1987a) Morphological control of particles generated from the evaporation of solution droplets: Experiments. J Aerosol Sci 18:525–55210.1016/0021-8502(87)90067-X ↗
22. Leong KH (1987b) Morphological control of particles generated from the evaporation of solution drops: Theoretical considerations. J Aerosol Sci 18:511-424
23. Masters K (1991) Spray drying handbook. Longman Scientific & Technical, Singapore
24. Masters K, West J (2002) Pharmacologically active biomaterials. Biomimetic materials and design. CRC Press, Boca Raton. doi: 10.1201/9780203908976.ch17
25. Messing GL, Zhang S, Jayanthi GV (1993) Ceramic powder synthesis by spray pyrolysis. J Am Ceram Soc 76:2707–272610.1111/j.1151-2916.1993.tb04007.x ↗
26. Moghimi SM, Hunter AC, Andresen TL (2012) Factors controlling nanoparticle pharmacokinetics: an integrated analysis and perspective. Annu Rev Pharmacol Toxicol 52:481–503. doi: 10.1146/annurev-pharmtox-010611-13462310.1146/annurev-pharmtox-010611-134623 ↗
27. Nesic S, Vodnik J (1991) Kinetics of droplet evaporation. Chem Eng Sci 46:527–53710.1016/0009-2509(91)80013-O ↗
28. Pawar AA, Venkataraman C (2011) Droplet-phase synthesis of nanoparticle aerosol lipid matrices with controlled properties. Aerosol Sci Technol 45:811–820. doi: 10.1080/02786826.2011.56508910.1080/02786826.2011.565089 ↗
29. Pawar AA, Venkataraman C (2013) Pulse–heat aerosol reactor (PHAR): control of size, structure and crystallinity of thermolabile nanoparticles. Aerosol Sci Technol 47:383–39410.1080/02786826.2012.754840 ↗
30. Pawar AA, Chen DR, Venkataraman C (2012) Influence of precursor solvent properties on matrix crystallinity and drug release rates from nanoparticle aerosol lipid matrices. Int J Pharm 430:228–23710.1016/j.ijpharm.2012.03.030 ↗
31. Pratsinis SE (2010) Aerosol-based technologies in nanoscale manufacturing: from functional materials to devices through core chemical engineering. AIChE J 56:3028–3035. doi: 10.1002/Aic.1247810.1002/aic.12478 ↗
32. Pruppacher HR, Klett JD (1997) Microphysics of clouds and precipitation, 2nd edn. Kluwer Academic Publishers, Dordrecht
33. Rabinow BE (2004) Nanosuspensions in drug delivery. Nat Rev Drug Discov 3:785–796. doi: 10.1038/Nrd149410.1038/nrd1494 ↗
34. Raula J, Eerikainen H, Kauppinen EI (2004) Influence of the solvent composition on the aerosol synthesis of pharmaceutical polymer nanoparticles. Int J Pharm 284:13–2110.1016/j.ijpharm.2004.07.003 ↗
35. Raula J, Lahde A, Kauppinen EI (2009) Aerosolization behaviour of carrier-free l-Leucine coated salbutamol suphate powders. Int J Pharm 365:18–2510.1016/j.ijpharm.2008.08.017 ↗
36. Reyes SC, Sinfelt JH, DeMartin GJ (2000) Diffusion in porous solids: the parallel contribution of gas and surface diffusion processes in pores extending from the mesoporous region into the microporous region. J Phys Chem B 104:5750–5761. doi: 10.1021/jp993135410.1021/jp9931354 ↗
37. Sano Y, Keey RB (1982) The drying of a spherical-particle containing colloidal material into a hollow sphere. Chem Eng Sci 37:881–889. doi: 10.1016/0009-2509(82)80176-010.1016/0009-2509(82)80176-0 ↗
38. Seydel P, Blomer J, Bertling J (2006) Modeling particle formation at spray drying using population balances. Dry Technol 24:137–146. doi: 10.1080/0737393060055891210.1080/07373930600558912 ↗
39. Shaw RA, Lamb D (1999) Experimental determination of the thermal accommodation and condensation coefficients of water. J Chem Phys 111:10659–1066310.1063/1.480419 ↗
40. Shetty M, Pawar AA, Mehra A, Venkataraman C (2012) Aerosol synthesis of lipid nanoparticles: Relating crystallinity to simulated evaporation rates. Aerosol Sci Technol 46:569–575. doi: 10.1080/02786826.2011.64828710.1080/02786826.2011.648287 ↗
41. Vehring R (2008) Pharmaceutical particle engineering via spray drying. Pharm Res 25:999–1022. doi: 10.1007/s11095-007-9475-110.1007/s11095-007-9475-1 ↗
42. Wang B, Zhang W, Zhang W, Mujumdar AS, Huang L (2005) Progress in drying technology for nanomaterials. Dry Technol 23:7–32. doi: 10.1081/drt-20004790010.1081/DRT-200047900 ↗
43. Winkler PM et al (2006) Condensation of water vapor: Experimental determination of mass and thermal accommodation coefficients. J Geophys Res 111:D19202. doi: 10.1029/2006jd00719410.1029/2006JD007194 ↗
44. Xiong Y, Kodas TT (1993) Droplet evaporation and solute precipitation during spray pyrolysis. J Aerosol Sci 24:893–90810.1016/0021-8502(93)90069-L ↗
45. Yang Y-Y, Shi M, Goh S-H, Moochhala SM, Ng S, Heller J (2003) POE/PLGA composite microspheres: formation and in vitro behavior of double walled microspheres. J Control Release 88:201–213. doi: 10.1016/s0168-3659(02)00491-110.1016/S0168-3659(02)00491-1 ↗