Вопросы изучения кинетики высвобождения лекарственных средств из имплантатов, формируемых in situ (обзор)
https://doi.org/10.33380/2305-2066-2026-15-3-2365
Аннотация
Введение. Имплантаты, формируемые in situ (in situ forming implants, ISFI), представляют собой жидкие лекарственные формы (ЛФ), образующие твердую полимерную матрицу непосредственно в месте введения в ответ на физиологические стимулы. Данные системы обеспечивают длительное локализованное высвобождение активных фармацевтических субстанций (АФС), что делает их перспективными для терапии различных заболеваний. Ключевой проблемой их фармацевтической разработки является отсутствие надежных прогностических моделей, связывающих in-vitro-кинетику с поведением in vivo.
Текст. В данном обзоре представлен систематический и критический анализ существующих методов in vitro для оценки высвобождения лекарственных средств из ISFI, подходов к выбору биорелевантных сред, математического моделирования, а также обоснованы основные направления для установления корреляции in vitro – in vivo (IVIVC). Были рассмотрены основные группы методов изучения высвобождения, такие как тест «Растворение» с использованием различных аппаратов, диализные методы и метод проб и разделения, а также более современные подходы, включая метод замены среды и диффузию в агарозной матрице. Показано, что выбор биорелевантной среды растворения, учитывающей специфику микроокружения в месте имплантации (синовиальная, гингивальная, интерстициальная, слезная жидкость, опухолевое микроокружение), является критически важным фактором для получения прогностически ценных данных. Проанализированы возможности классических (нулевого и первого порядка, Хигучи, Корсмайера – Пеппаса) и механистических математических моделей для описания сложной кинетики высвобождения, определяемой взаимосвязанными процессами диффузии, набухания и деградации полимерной матрицы. Центральное место занимает анализ прецедентов установления IVIVC для ISFI, от первой линейной корреляции до впервые в мире успешно разработанной и валидированной корреляции уровня А.
Заключение. Установление IVIVC для ISFI не является принципиально невозможным, но требует системного инжиниринга методов in vitro с акцентом на биомиметическую настройку геометрических параметров и состава среды. Ключевыми направлениями будущих исследований являются создание интегрированных тест-систем, включение в протоколы биологических факторов и применение методов неинвазивного мониторинга.
Об авторах
П. С. СахароваРоссия
119048, г. Москва, ул. Трубецкая, д. 8, стр. 2
Н. О. Белявский
Россия
119048, г. Москва, ул. Трубецкая, д. 8, стр. 2
Е. О. Бахрушина
Россия
119048, г. Москва, ул. Трубецкая, д. 8, стр. 2
Список литературы
1. Сахарова П. С., Бахрушина Е. О., Краснюк И. И. In vitro моделирование для оценки биофармацевтических показателей фазозависимых стоматологических in situ имплантатов. Медико-фармацевтический журнал «Пульс». 2022;24(8):31–35. https://doi.org/10.26787/nydha-2686-6838-2022-24-8-31-35
2. Бахрушина Е. О., Демина Н. Б. Имплантаты как таргетные системы доставки лекарственных веществ (обзор). Химико-фармацевтический журнал. 2022;56(3):42–49. https://doi.org/10.30906/0023-1134-2022-56-3-42-49
3. Сахарова П. С., Пыжов В. С., Бахрушина Е. О. Поли(l-лактид-со-гликолид) и шеллак в разработке фазочувствительных in situ имплантатов. Аспирантский вестник Поволжья. 2022;22(4):51–57. https://doi.org/10.55531/2072-2354.2022.22.4.51-57
4. Kamaly N., Yameen B., Wu J., Farokhzad O. C. Degradable controlled-release polymers and polymeric nanoparticles: mechanisms of controlling drug release. Chemical Reviews. 2016;116(4):2602–2663. https://doi.org/10.1021/acs.chemrev.5b00346
5. Shafiee K., Bazraei S., Mashak A., Mobedi H. The Impact of Temperature on the Formation, Release Mechanism, and Degradation of PLGA-based In-Situ Forming Implants. Journal of Polymers and the Environment. 2024;32(8):3591–3608. https://doi.org/10.1007/s10924-023-03173-6
6. Wang X., Burgess D. J. Drug release from in situ forming implants and advances in release testing. Advanced Drug Delivery Reviews. 2021;178:113912. https://doi.org/10.1016/j.addr.2021.113912
7. Parent M., Nouvel C., Koerber M., Sapin A., Maincent P., Boudier A. PLGA in situ implants formed by phase inversion: Critical physicochemical parameters to modulate drug release. Journal of Controlled Release. 2013;172(1):292–304. https://doi.org/10.1016/j.jconrel.2013.08.024
8. Browne D. C., Kieselmann S. Low-level drug release-rate testing of ocular implants using USP Apparatus 4 dissolution and HPLC end analysis. Dissolution Technologies. 2010;17(1):12–14.
9. He P., Xu S., Guo Z., Yuan P., Liu Y., Chen Y., Zhang T., Que Y., Hu Y. Pharmacodynamics and pharmacokinetics of PLGA-based doxorubicin-loaded implants for tumor therapy. Drug Delivery. 2022;29(1):478–488. https://doi.org/10.1080/10717544.2022.2032878
10. Tomic I., Vidis-Millward A., Mueller-Zsigmondy M., Cardot J.-M. Setting accelerated dissolution test for PLGA microspheres containing peptide, investigation of critical parameters affecting drug release rate and mechanism. International Journal of Pharmaceutics. 2016;505(1–2):42–51. https://doi.org/10.1016/j.ijpharm.2016.03.048
11. Zhang Q., Fassihi R. Release rate determination from in situ gel forming PLGA implant: a novel ‘shape-controlled basket in tube’ method. Journal of Pharmacy and Pharmacology. 2020;72(8):1038–1048. https://doi.org/10.1111/jphp.13277
12. Modi S., Anderson B. D. Determination of drug release kinetics from nanoparticles: overcoming pitfalls of the dynamic dialysis method. Molecular Pharmaceutics. 2013;10(8):3076–3089. https://doi.org/10.1021/mp400154a
13. Yuan Z., Gu X. Preparation, characterization, and in vivo study of rhein-loaded poly(lactic-co-glycolic acid) nanoparticles for oral delivery. Drug Design, Development and Therapy. 2015;9:2301–2309. https://doi.org/10.2147/DDDT.S81320
14. Bohrey S., Chourasiya V., Pandey A. Polymeric nanoparticles containing diazepam: preparation, optimization, characterization, in-vitro drug release and release kinetic study. Nano Convergence. 2016;3(1):3. https://doi.org/10.1186/s40580-016-0061-2
15. Alai M., Lin W. J. Application of nanoparticles for oral delivery of acid-labile lansoprazole in the treatment of gastric ulcer: in vitro and in vivo evaluations. International Journal of Nanomedicine. 2015;10(1):4029–4041. https://doi.org/10.2147/IJN.S82366
16. Chourasiya V., Bohrey S., Pandey A. Formulation, optimization, characterization and in-vitro drug release kinetics of atenolol loaded PLGA nanoparticles using 3³ factorial design for oral delivery. Materials Discovery. 2016;5:1–13. https://doi.org/10.1016/j.md.2016.12.002
17. Zhou Y., He C., Chen K., Ni J., Cai Y., Guo X., Wu X. Y. A new method for evaluating actual drug release kinetics of nanoparticles inside dialysis devices via numerical deconvolution. Journal of Controlled Release. 2016;243:11–20. https://doi.org/10.1016/j.jconrel.2016.09.031
18. Xu X., Khan M. A., Burgess D. J. A two-stage reverse dialysis in vitro dissolution testing method for passive targeted liposomes. International Journal of Pharmaceutics. 2012;426(1–2):211–218. https://doi.org/10.1016/j.ijpharm.2012.01.030
19. D’Souza S. S., DeLuca P. P. Methods to assess in vitro drug release from injectable polymeric particulate systems. Pharmaceutical Research. 2006;23(3):460–474. https://doi.org/10.1007/s11095-005-9397-8
20. Weng J., Tong H. H. Y., Chow S. F. In vitro release study of the polymeric drug nanoparticles: development and validation of a novel method. Pharmaceutics. 2020;12(8):732. https://doi.org/10.3390/pharmaceutics12080732
21. Wallace S. J., Li J., Nation R. L., Boyd B. J. Drug release from nanomedicines: selection of appropriate encapsu- lation and release methodology. Drug Delivery and Translational Research. 2012;2:284–292. https://doi.org/10.1007/s13346-012-0064-4
22. Gu B., Papadimitrakopoulos F., Burgess D. J. PLGA microsphere/PVA hydrogel coatings suppress the foreign body reaction for 6 months. Journal of Controlled Release. 2018;289:35–43. https://doi.org/10.1016/j.jconrel.2018.09.021
23. Danhier F., Lecouturier N., Vroman B., Jérôme C., Marchand-Brynaert J., Feron O., Préat V. Paclitaxel-loaded PEGylated PLGA-based nanoparticles: in vitro and in vivo evaluation. Journal of Controlled Release. 2009;133(1):11–17. https://doi.org/10.1016/j.jconrel.2008.09.086
24. Misra R., Acharya S., Dilnawaz F., Sahoo S. K. Sustained antibacterial activity of doxycycline-loaded poly(D,L-lactide-co-glycolide) and poly(ε-caprolactone) nanoparticles. Nanomedicine. 2009;4(5):519–530. https://doi.org/10.2217/nnm.09.28
25. O’Donnell A., Moollan A., Baneham S., Ozgul M., Pabari R. M., Cox D., Kirby B. P., Ramtoola Z. Intranasal and intravenous administration of octa-arginine modified poly(lactic-co-glycolic acid) nanoparticles facilitates central nervous system delivery of loperamide. Journal of Pharmacy and Pharmacology. 2015;67(4):525–536. https://doi.org/10.1111/jphp.12347
26. Ruozi B., Belletti D., Sharma H. S., Sharma A., Muresanu D. F., Mössler H., Forni F., Vandelli M. A., Tosi G. PLGA Nanoparticles Loaded Cerebrolysin: Studies on Their Preparation and Investigation of the Effect of Storage and Serum Stability with Reference to Traumatic Brain Injury. Molecular Neurobiology. 2015;52(2):899–912. https://doi.org/10.1007/s12035-015-9235-x
27. Zlomke C., Barth M., Mäder K. Polymer degradation induced drug precipitation in PLGA implants – Why less is sometimes more. European Journal of Pharmaceutics and Biopharmaceutics. 2019;139:142–152. https://doi.org/10.1016/j.ejpb.2019.03.016
28. Schoubben A., Blasi P., Deluca P. P. Effect of agitation regimen on the in vitro release of leuprolide from poly(lactic-co-glycolic) acid microparticles. Journal of Pharmaceutical Sciences. 2012;101(3):1212–1220. https://doi.org/10.1002/jps.23029
29. Trang T. T. T., Mariatti M., Badrul H. Y., Masakazu K., Nguyen X. T. T., Zuratul A. A. H. Drug release profile study of gentamicin encapsulated poly(lactic acid) microspheres for drug delivery. Materials Today: Proceedings. 2019;17:836–845. https://doi.org/10.1016/j.matpr.2019.06.370
30. Do M. P., Neut C., Metz H., Delcourt E., Mäder K., Siepmann J., Siepmann F. In-situ forming composite implants for periodontitis treatment: How the formulation determines system performance. International Journal of Pharmaceutics. 2015;486(1–2):38–51. https://doi.org/10.1016/j.ijpharm.2015.03.026
31. Fang Y., Zhang N., Li Q., Chen J., Xiong S., Pan W. Characterizing the release mechanism of donepezil-loaded PLGA microspheres in vitro and in vivo. Journal of Drug Delivery Science and Technology. 2019;51:430–437. https://doi.org/10.1016/j.jddst.2019.03.029
32. Lehner E., Trutschel M.-L., Menzel M., Jacobs J., Kunert J., Scheffler J., Binder W. H., Schmelzer C. E. H., Plontke S. K., Liebau A., Mäder K. Enhancing Drug Release from PEG-PLGA Implants: The Role of Hydrophilic Dexamethasone Phosphate in Modulating Release Kinetics and Degradation Behavior. European Journal of Pharmaceutical Sciences. 2025;209:107067. https://doi.org/10.1016/j.ejps.2025.107067
33. Bakhru S. H., Furtado S., Morello A. P., Mathiowitz E. Oral delivery of proteins by biodegradable nanoparticles. Advanced Drug Delivery Reviews. 2013;65(6):811–821. https://doi.org/10.1016/j.addr.2013.04.006
34. Li Z., Mu H., Larsen S. W., Jensen H., Østergaard J. Initial Leuprolide Acetate Release from Poly(d,l-lactide-co-glycolide) in Situ Forming Implants as Studied by Ultraviolet-Visible Imaging. Molecular Pharmaceutics. 2020;17(12):4522–4532. https://doi.org/10.1021/acs.molpharmaceut.0c00625
35. Li Z., Mu H., Weng Larsen S., Jensen H., Østergaard J. An in vitro gel-based system for characterizing and predicting the long-term performance of PLGA in situ forming implants. International Journal of Pharmaceutics. 2021;609:121183. https://doi.org/10.1016/j.ijpharm.2021.121183
36. Patel R. B., Solorio L., Wu H., Krupka T., Exner A. A. Effect of injection site on in situ implant formation and drug release in vivo. Journal of Controlled Release. 2010;147(3):350–358. https://doi.org/10.1016/j.jconrel.2010.08.020
37. Solorio L., Babin B. M., Patel R. B., Mach J., Azar N., Exner A. A. Noninvasive characterization of in situ forming implants using diagnostic ultrasound. Journal of Controlled Release. 2010;143(2):183–190. https://doi.org/10.1016/j.jconrel.2010.01.001
38. Sun Y., Jensen H., Petersen N. J., Larsen S. W., Østergaard J. Concomitant monitoring of implant formation and drug release of in situ forming poly(lactide-co-glycolide acid) implants in a hydrogel matrix mimicking the subcutis using UV-vis imaging. Journal of Pharmaceutical and Biomedical Analysis. 2018;150:95–106. https://doi.org/10.1016/j.jpba.2017.11.065
39. Bock F., Bøtker J. P., Larsen S. W., Lu X., Østergaard J. Methodological Considerations in Development of UV Imaging for Characterization of Intra-Tumoral Injectables Using cAMP as a Model Substance. International Journal of Molecular Sciences. 2022;23(7):3599. https://doi.org/10.3390/ijms23073599
40. Manaspon C., Hernandez C., Nittayacharn P., Jeganathan S., Nasongkla N., Exner A. A. Increasing Distribution of Drugs Released from In Situ Forming PLGA Implants Using Therapeutic Ultrasound. Annals of Biomedical Engineering. 2017;45(12):2879–2887. https://doi.org/10.1007/s10439-017-1926-1
41. Cooke A. F., Dowson D., Wright V. The rheology of synovial fluid and some potential synthetic lubricants for degenerate synovial joints. Engineering in Medicine. 1978;7(2):66–72. https://doi.org/10.1243/EMED_JOUR_1978_007_021_02
42. Hlaváček M. The role of synovial fluid filtration by cartilage in lubrication of synovial joints – I. Mixture model of synovial fluid. Journal of Biomechanics. 1993;26(10):1145–1150. https://doi.org/10.1016/0021-9290(93)90062-J
43. Mazzucco D., McKinley G., Scott R. D., Spector M. Rheology of joint fluid in total knee arthroplasty patients. Journal of Orthopaedic Research. 2002;20(6):1157–1163. https://doi.org/10.1016/S0736-0266(02)00050-5
44. Radice S., Yao J., Babauta J., Laurent M. P., Wimmer M. A. The effect of hyaluronic acid on the corrosion of an orthopedic CoCrMo-alloy in simulated inflammatory conditions. Materialia. 2019;6:100348. https://doi.org/10.1016/j.mtla.2019.100348
45. Yan Y., Neville A., Dowson D. Tribo-corrosion properties of CoCrMo alloy in simulated body fluids. Tribology International. 2007;40(8):1246–1252.
46. Cooke A. F., Dowson D., Wright V. The influence of the composition of synovial fluid on the friction of artificial joints. Engineering in Medicine. 1978;7(2):73–77.
47. Seredin P., Goloshchapov D., Ippolitov Y., Vongsvivut (Pimm) J. Comparative analysis of dentine and gingival fluid molecular composition and protein conformations during development of dentine caries: A pilot study. Vibrational Spectroscopy. 2020;108:103058. https://doi.org/10.1016/j.vibspec.2020.103058
48. Subbarao K. C., Nattuthurai G. S., Sundararajan S. K., Sujith I., Joseph J., Syedshah Y. P. Gingival crevicular fluid: An overview. Journal of Pharmacy and Bioallied Sciences. 2019;11(Suppl 2):S135–S139. https://doi.org/10.4103/JPBS.JPBS_56_19
49. Brookes Z. L. S., Belfield L. A., Ashworth A., Casas-Agustench P., Gutteridge I., Needham I., Proudfoot A., Tee S. A. A systematic review of the use of gingival crevicular fluid for the diagnosis of periodontitis. Journal of Clinical Periodontology. 2015;42(12):1075–1086.
50. Bishop P. N. Structural macromolecules and supramolecular organisation of the vitreous gel. Progress in Retinal and Eye Research. 2000;19(3):323–344. https://doi.org/10.1016/S1350-9462(99)00016-6
51. Del Amo E. M., Urtti A. Rabbit as an animal model for intravitreal pharmacokinetics: Clinical predictability and quality of the published data. Experimental Eye Research. 2015;137:111–124. https://doi.org/10.1016/j.exer.2015.05.003
52. Wiig H., Swartz M. A. Interstitial fluid and lymph formation and transport: physiological regulation and roles in inflammation and cancer. Physiological Reviews. 2012;92(3):1005–1060. https://doi.org/10.1152/physrev.00037.2011
53. Mittapelly N., Djehizian A., Telaprolu K. C., McNally K., Puttrevu S. K., Arjmandi-Tash O., Polak S., Bois F. Y. Mechanistic model for drug release from PLGA-based biodegradable implants for in vitro release testing: development and validation. ACS Applied Bio Materials. 2024;7(11):7453–7465. https://doi.org/10.1021/acsabm.4c01054
54. Tiffany J. M. The normal tear film. Advances in Experimental Medicine and Biology. 1994;350:1–9.
55. Van Haeringen N. J. Clinical biochemistry of tears. Survey of Ophthalmology. 1981;26(2):84–96. https://doi.org/10.1016/0039-6257(81)90145-4
56. Chen G., Hou R., Hao Y., Chen Y., Chen H. Recent advances in ophthalmic implants: a review of materials, fabrication methods, and drug delivery strategies. Journal of Controlled Release. 2021;333:202–221.
57. Helmlinger G., Yuan F., Dellian M., Jain R. K. Interstitial pH and pO 2 gradients in solid tumors in vivo: high-resolution measurements reveal a lack of correlation. Nature Medicine. 1997;3(2):177–182. https://doi.org/10.1038/nm0297-177
58. Ahmed T. A., Ibrahim H. M., Samy A. M., Kaseem A., Nutan M. T. H., Hussain M. D. Biodegradable injectable in situ implants and microparticles for sustained release of montelukast: in vitro release, pharmacokinetics, and stability. AAPS PharmSciTech. 2014;15(3):772–780. https://doi.org/10.1208/s12249-014-0101-3
59. Wang X., Bao Q., Wang R., Kwok O., Maurus K., Wang Y., Qin B., Burgess D. J. In situ forming risperidone implants: Effect of PLGA attributes on product performance. Journal of Controlled Release. 2023;361:777–791. https://doi.org/10.1016/j.jconrel.2023.08.029
60. Mady O. Y., Donia A. A. A new mathematic method for calculation of peppas-sahlin model constants and interpret the results in relation to zero order, higuhi, korsmeyer-peppas models and microcapsule structure image. World Journal of Pharmaceutical Research. 2015;4:2199–2246.
61. Siepmann J., Peppas N. A. Higuchi equation: Derivation, applications, use and misuse. International Journal of Pharmaceutics. 2011;418(1):6–12. https://doi.org/10.1016/j.ijpharm.2011.03.051
62. Ramteke K. H., Dighe P. A., Kharat A. R., Patil S. V. Mathematical models of drug dissolution: a review. Scholars Academic Journal of Pharmacy. 2014;5(3):388–396.
63. Zhu X., Braatz R. D. A mechanistic model for drug release in PLGA biodegradable stent coatings coupled with polymer degradation and erosion. Journal of Biomedical Materials Research Part A. 2015;103(7):2269–2279. https://doi.org/10.1002/jbm.a.35357
64. Jafari M., Kaffashi B. Mathematical kinetic modeling on isoniazid release from Dex-HEMA-PNIPAAm nanogels. Nanomedicine Research Journal. 2016;1(2):90–96. https://doi.org/10.7508/nmrj.2016.02.005
65. Emami J. In vitro – in vivo correlation: from theory to applications. Journal of Pharmacy and Pharmaceutical Sciences. 2006;9(2):169–189.
66. Bakhrushina E. O., Sakharova P. S., Konogorova P. D., Pyzhov V. S., Kosenkova S. I., Bardakov A. I., Zubareva I. M., Krasnyuk I. I., Krasnyuk Jr. I. I. Burst Release from In Situ Forming PLGA-Based Implants: 12 Effectors and Ways of Correction. Pharmaceutics. 2024;16(1):115. https://doi.org/10.3390/pharmaceutics16010115
67. Yang S., Hu M., Liu W., Hou N., Yin K., Shen C., Shang Q. Fabrication of PLGA in situ forming implants and study on their correlation of in vitro release profiles with in vivo performances. Journal of Biomaterials Science, Polymer Edition. 2021;32(8):994–1008. https://doi.org/10.1080/09205063.2021.1889857
68. Wang X., Roy M., Wang R., Kwok O., Wang Y., Wang Y., Qin B., Burgess D. J. Towards in vitro – In vivo correlation models for in situ forming drug implants. Journal of Controlled Release. 2024;372:648–660. https://doi.org/10.1016/j.jconrel.2024.06.058
69. Liu Q., Zhang H., Zhou G., Xie S., Zou H., Yu Y., Li G., Sun D., Zhang G., Lu Y., Zhong Y. In vitro and in vivo study of thymosin alpha1 biodegradable in situ forming poly(lactide-co-glycolide) implants. International Journal of Pharmaceutics. 2010;397(1–2):122–129. https://doi.org/10.1016/j.ijpharm.2010.07.015
70. Kempe S., Metz H., Mäder K. Do in situ forming PLG/NMP implants behave similar in vitro and in vivo? A non-invasive and quantitative EPR investigation on the mechanisms of the implant formation process. Journal of Controlled Release. 2008;130(3):220–225. https://doi.org/10.1016/j.jconrel.2008.06.006
Дополнительные файлы
|
|
1. Графический абстракт | |
| Тема | ||
| Тип | Прочее | |
Посмотреть
(2MB)
|
Метаданные ▾ | |
Рецензия
Для цитирования:
Сахарова П.С., Белявский Н.О., Бахрушина Е.О. Вопросы изучения кинетики высвобождения лекарственных средств из имплантатов, формируемых in situ (обзор). Разработка и регистрация лекарственных средств. https://doi.org/10.33380/2305-2066-2026-15-3-2365
For citation:
Sakharova P.S., Belyavskiy N.O., Bakhrushina E.O. Issues of studying drug release kinetics from in situ forming implants (review). Drug development & registration. (In Russ.) https://doi.org/10.33380/2305-2066-2026-15-3-2365
JATS XML



































