journal article·2024-08-23Open access

Polymeric Nanoparticles Engineered for Optimal Drug Delivery Using Atomistic Computational Simulation

Cherdpong Choodet, Pakawat Toomjeen, Adulvit Chuaephon, Witthawat Phanchai, Unnop Srikulwong, Theanchai Wiwasuku, Theerapong Puangmali

ACS Applied Nano Materials· Volume 7· Issue 16

Abstract

High Resolution Image Download MS PowerPoint Slide Amphiphilic molecules can self-assemble into a wide range of morphologies, making them a promising candidate for drug delivery. Poly(lactic- co -glycolic acid)–poly(ethylene glycol) methyl ether (PLGA-MPEG), which is an amphiphilic copolymer, is a broadly used biodegradable drug carrier for drug delivery systems. In this study, computational molecular dynamics (MD) simulations were used to tailor polymeric nanoparticles with improved drug delivery efficacy. To optimize drug loading, customized copolymers with varying lactic acid to glycolic acid ratios, as well as the length of the MPEG chain, were considered. These simulations were carried out with varying amounts of the drug and copolymers. Our findings suggest the optimized conditions under which gemcitabine (GEM) was efficiently encapsulated in polymeric nanoparticles. The simulations reveal that varying the proportions of lactic and glycolic acid and MPEG chain lengths in copolymers can improve drug encapsulation efficiency. Increasing the glycolic content of the copolymers resulted in better GEM encapsulation, which corresponded to a higher binding energy. The strong interaction energy between GEM and the glycolic acid-rich copolymer suggested that the drug might have a slow-release profile. GEM and PLGGA-MPEG n have a higher average number of hydrogen bonds than that with PLGA-MPEG n and PLLGA-MPEG n . This indicates that the copolymer’s flexibility increased as the concentration of glycolic acid in the copolymer increased, promoting the better formation of polymeric nanoparticles. This study has the potential to pave the way for the fabrication of polymeric nanocarriers capable of efficiently encapsulating drugs.
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Research context

OpenAlex topics: Nanoparticle-Based Drug Delivery · Advanced Polymer Synthesis and Characterization · Innovative Microfluidic and Catalytic Techniques Innovation

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

Affiliations

Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand

Department of Materials, Imperial College London, Exhibition Road, London SW7 2AZ, United Kingdom

Functional Materials and Nanotechnology Center of Excellence, School of Science, Walailak University, Nakhon Si Thammarat 80160, Thailand

Funding

National Research Council of Thailand · Science Achievement Scholarship of Thailand

References (75)

Show source-provided references
1. 10.1002/smll.20160092510.1002/smll.201600925 ↗
2. 10.21037/jgo-22-62410.21037/jgo-22-624 ↗
3. 10.1021/mp300370t10.1021/mp300370t ↗
4. 10.1039/C4RA10431E10.1039/C4RA10431E ↗
5. 10.1002/cncr.2773610.1002/cncr.27736 ↗
6. 10.1039/C5NR06734K10.1039/C5NR06734K ↗
7. 10.1039/C4TB01402B10.1039/C4TB01402B ↗
8. 10.3389/fphar.2022.99050510.3389/fphar.2022.990505 ↗
9. 10.3389/fphar.2018.0126010.3389/fphar.2018.01260 ↗
10. 10.3389/fbioe.2020.0004810.3389/fbioe.2020.00048 ↗
11. 10.1007/s40204-017-0063-010.1007/s40204-017-0063-0 ↗
12. 10.1016/j.colsurfb.2017.07.03810.1016/j.colsurfb.2017.07.038 ↗
13. 10.1016/j.drudis.2014.09.01810.1016/j.drudis.2014.09.018 ↗
14. 10.1016/j.matdes.2020.10880510.1016/j.matdes.2020.108805 ↗
15. 10.1039/D0SM00203H10.1039/D0SM00203H ↗
16. 10.1016/j.jconrel.2012.01.04310.1016/j.jconrel.2012.01.043 ↗
17. 10.1615/CritRevTherDrugCarrierSyst.v21.i5.2010.1615/CritRevTherDrugCarrierSyst.v21.i5.20 ↗
18. 10.1021/acs.iecr.9b0663010.1021/acs.iecr.9b06630 ↗
19. 10.1615/CritRevTherDrugCarrierSyst.201300647510.1615/CritRevTherDrugCarrierSyst.2013006475 ↗
20. 10.1007/s40242-022-2226-310.1007/s40242-022-2226-3 ↗
21. 10.55971/EJLS.119708210.55971/EJLS.1197082 ↗
22. 10.1111/wrr.1240410.1111/wrr.12404 ↗
23. 10.1038/s41598-021-00817-210.1038/s41598-021-00817-2 ↗
24. 10.1016/j.biomaterials.2011.07.03210.1016/j.biomaterials.2011.07.032 ↗
25. 10.1016/j.eurpolymj.2021.11029210.1016/j.eurpolymj.2021.110292 ↗
26. 10.1016/j.softx.2015.06.00110.1016/j.softx.2015.06.001 ↗
27. 10.1002/jcc.2029010.1002/jcc.20290 ↗
28. 10.1002/wcms.112110.1002/wcms.1121 ↗
29. 10.1016/j.molliq.2021.11586210.1016/j.molliq.2021.115862 ↗
30. 10.1016/j.xphs.2020.10.06110.1016/j.xphs.2020.10.061 ↗
31. 10.1063/1.46491310.1063/1.464913 ↗
32. Wang J. · J. Am. Chem. Soc. · 2001 · 222 · U403
33. 10.1063/1.44586910.1063/1.445869 ↗
34. 10.1063/1.46439710.1063/1.464397 ↗
35. 10.1021/acs.jpcb.1c0280810.1021/acs.jpcb.1c02808 ↗
36. 10.1021/acsanm.2c0133710.1021/acsanm.2c01337 ↗
37. 10.1016/0263-7855(96)00018-510.1016/0263-7855(96)00018-5 ↗
38. 10.1021/ar000033j10.1021/ar000033j ↗
39. 10.1021/ci500020m10.1021/ci500020m ↗
40. 10.1021/acs.chemrev.9b0005510.1021/acs.chemrev.9b00055 ↗
41. 10.1002/minf.20110013510.1002/minf.201100135 ↗
42. 10.1021/acs.jpcb.6b0642010.1021/acs.jpcb.6b06420 ↗
43. 10.1016/j.jmgm.2016.12.00710.1016/j.jmgm.2016.12.007 ↗
44. 10.1021/jz502361910.1021/jz5023619 ↗
45. 10.1080/10717544.2022.205864510.1080/10717544.2022.2058645 ↗
46. 10.3109/02652048.2015.101045910.3109/02652048.2015.1010459 ↗
47. 10.1039/D3SC04585D10.1039/D3SC04585D ↗
48. 10.1021/acs.jpcb.9b1138110.1021/acs.jpcb.9b11381 ↗
49. 10.1016/j.colsurfb.2019.06.04310.1016/j.colsurfb.2019.06.043 ↗
50. 10.1002/mats.20190002610.1002/mats.201900026 ↗
51. 10.1021/jacs.1c0533210.1021/jacs.1c05332 ↗
52. 10.1016/j.msec.2014.11.02710.1016/j.msec.2014.11.027 ↗
53. 10.1016/S0304-4157(00)00012-510.1016/S0304-4157(00)00012-5 ↗
54. 10.2174/156802661466614012111211810.2174/1568026614666140121112118 ↗
55. 10.1021/jp074310g10.1021/jp074310g ↗
56. 10.1016/j.progpolymsci.2022.10155610.1016/j.progpolymsci.2022.101556 ↗
57. 10.1038/s41598-018-28092-810.1038/s41598-018-28092-8 ↗
58. 10.1002/jbm.a.3068410.1002/jbm.a.30684 ↗
59. 10.1016/j.biomaterials.2018.08.02210.1016/j.biomaterials.2018.08.022 ↗
60. 10.1038/379055a010.1038/379055a0 ↗
61. 10.1063/1.132082610.1063/1.1320826 ↗
62. 10.1039/C9RA01497G10.1039/C9RA01497G ↗
63. 10.1021/acs.jpcb.8b1043610.1021/acs.jpcb.8b10436 ↗
64. 10.1021/acs.langmuir.8b0070110.1021/acs.langmuir.8b00701 ↗
65. 10.1021/acsapm.9b0099310.1021/acsapm.9b00993 ↗
66. 10.3390/polym1108136010.3390/polym11081360 ↗
67. Firme C. L. · 201910.1201/9781351205795 ↗
68. 10.1007/3-540-69178-2_110.1007/3-540-69178-2_1 ↗
69. 10.1021/acsabm.9b0095610.1021/acsabm.9b00956 ↗
70. 10.1002/app.4035810.1002/app.40358 ↗
71. 10.1021/acs.jpcc.8b0761610.1021/acs.jpcc.8b07616 ↗
72. 10.1021/acs.jpcb.9b1160010.1021/acs.jpcb.9b11600 ↗
73. 10.1080/1385772X.2012.68832810.1080/1385772X.2012.688328 ↗
74. 10.1016/j.biotechadv.2013.11.00610.1016/j.biotechadv.2013.11.006 ↗
75. 10.1016/j.molliq.2018.08.03210.1016/j.molliq.2018.08.032 ↗