Exploring the Potential of Transdermal Nanobilosomal Gel for Magnified Anti-Inflammatory Efficacy of Thymol for Managing Rheumatoid Arthritis
Abstract
1. Introduction
2. Results and Discussion
2.1. Preparation and Physicochemical Characterization of CH-TH-BLs
2.2. Statistical Analysis and Optimization of CH-TH-BLs
2.3. Preparation and Characterization of CH-TH-BG
2.4. Solid-State Characterizations
2.5. Morphological Characterization
2.6. In Vitro Drug-Release Studies
2.7. Ex Vivo Study of Optimized CH-TH-BL and CH-TH-BG
2.8. In Vivo Study of CH-TH-BG
2.8.1. Arthritis Assessment and In Vivo Efficacy of CH-TH-BG
2.8.2. Estimation of TNF-α and IL-6
2.8.3. Histopathological Analysis
2.9. Storage Stability
3. Conclusions
4. Materials and Methods
4.1. Materials
4.2. Preparation of Chitosan-Coated, Thymol-Loaded Bilosomes (CH-TH-BLs)
4.3. Optimization of Processing Variables for CH-TH-BL Preparation
4.4. Physicochemical Characterization of CH-TH-BLs
4.4.1. Particle Size and Zeta Potential
4.4.2. Entrapment Efficiency (EE)
4.5. Preparation and Characterization of CH-TH-BL Loaded Gel (CH-TH-BG)
4.6. Solid-State Characterizations
4.7. Morphological Characterization of Optimized CH-TH-BLs and CH-TH-BG
4.8. In Vitro Drug-Release Study of Optimized CH-TH-BLs and CH-TH-BG
4.9. Ex Vivo Study of Optimized CH-TH-BLs and CH-TH-BG
4.9.1. Preparation of Rat Skin
4.9.2. Skin Deposition and Permeation Study
4.10. In Vivo Study of CH-TH-BG
4.10.1. FCA-Induced Arthritis Model
4.10.2. Assessment of Arthritis and In Vivo Efficacy of CH-TH-BG
4.10.3. Estimation of TNF-α and IL-6 and Histopathological Analysis
4.10.4. Histopathological Analysis
4.11. Storage Stability
4.12. Statistical Analysis
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Shen, Q.; Du, Y. A comprehensive review of advanced drug delivery systems for the treatment of rheumatoid arthritis. Int. J. Pharm. 2023, 635, 122698. [Google Scholar] [CrossRef]
- Xu, Y.; Zhao, M.; Cao, J.; Fang, T.; Zhang, J.; Zhen, Y.; Wu, F.; Yu, X.; Liu, Y.; Li, J.; et al. Applications and recent advances in transdermal drug delivery systems for the treatment of rheumatoid arthritis. Acta Pharm. Sinica B 2023, 13, 4417–4441. [Google Scholar] [CrossRef] [PubMed]
- Sriram, A.; Ithape, H.; Singh, P.K. Deep-insights: Nanoengineered gel-based localized drug delivery for arthritis management. Asian J. Pharm. Sci. 2025, 20, 101012. [Google Scholar] [CrossRef]
- Li, Y.; Duan, Q.; Huang, J.; Zhao, P.; Cai, K. Advances in injectable drug delivery systems for the treatment of rheumatoid arthritis. Biomater. Transl. 2025, 6, 40–54. [Google Scholar] [CrossRef]
- Deshmukh, R. Rheumatoid arthritis: Pathophysiology, current therapeutic strategies and recent advances in targeted drug delivery system. Mater. Today Commun. 2023, 35, 105877. [Google Scholar] [CrossRef]
- Zhang, Y.; Gao, Z.; Chao, S.; Lu, W.; Zhang, P. Transdermal delivery of inflammatory factors regulated drugs for rheumatoid arthritis. Drug Deliv. 2022, 29, 1934–1950. [Google Scholar] [CrossRef]
- Islam, M.T.; Bappi, M.H.; Bhuia, M.S.; Ansari, S.A.; Ansari, I.A.; Shill, M.C.; Albayouk, T.; Saleh, N.; El-Shazly, M.; El-Nashar, H.A.S. Anti-inflammatory effects of thymol: An emphasis on the molecular interactions through in vivo approach and molecular dynamic simulations. Front. Chem. 2024, 12, 1376783. [Google Scholar] [CrossRef]
- Chen, J.; Li, D.L.; Xie, L.N.; Ma, Y.R.; Wu, P.P.; Li, C.; Liu, W.F.; Zhang, K.; Zhou, R.P.; Xu, X.T.; et al. Synergistic anti-inflammatory effects of silibinin and thymol combination on LPS-induced RAW264.7 cells by inhibition of NF-κB and MAPK activation. Phytomed. Int. J. Phytother. Phytopharm. 2020, 78, 153309. [Google Scholar] [CrossRef]
- Murugesan, S.; Srinivasan, V.; Lakshmanan, D.K.; Venkateswaran, M.R.; Jayabal, S.; Muthukumar Nadar, M.S.A.; Kathiravan, A.; Asha Jhonsi, M.; Thilagar, S.; Periyasamy, S. Evaluation of the anti-rheumatic properties of thymol using carbon dots as nanocarriers on FCA induced arthritic rats. Food Funct. 2021, 12, 5038–5050. [Google Scholar] [CrossRef] [PubMed]
- Nagoor Meeran, M.F.; Javed, H.; Al Taee, H.; Azimullah, S.; Ojha, S.K. Pharmacological Properties and Molecular Mechanisms of Thymol: Prospects for Its Therapeutic Potential and Pharmaceutical Development. Front. Pharmacol. 2017, 8, 380. [Google Scholar] [CrossRef] [PubMed]
- Zohdy, M.H.; El-Kamel, A.H.; Alseqely, M.; Bakr, B.A.; Heikal, L.A. Bilosomal delivery of thymol-glycyrrhetinic acid: A multifaceted strategy to combat multidrug-resistant wound infections. J. Pharm. Investig. 2025. [Google Scholar] [CrossRef]
- Keser, S.; Rukavina, Z.; Jozić, M.; Pavlović-Mitrović, L.; Vodolšak, M.; Kranjčec, K.; Stupin Polančec, D.; Maravić-Vlahoviček, G.; Lovrić, J.; Šegvić Klarić, M.; et al. Potentials and Challenges in Development of Vesicular Phospholipid Gel as a Novel Dermal Vehicle for Thymol. Pharmaceutics 2025, 17, 854. [Google Scholar] [CrossRef]
- Sheorain, J.; Mehra, M.; Thakur, R.; Grewal, S.; Kumari, S. In vitro anti-inflammatory and antioxidant potential of thymol loaded bipolymeric (tragacanth gum/chitosan) nanocarrier. Int. J. Biol. Macromol. 2019, 125, 1069–1074. [Google Scholar] [CrossRef]
- Mohsen, A.M.; Nagy, Y.I.; Shehabeldine, A.M.; Okba, M.M. Thymol-Loaded Eudragit RS30D Cationic Nanoparticles-Based Hydrogels for Topical Application in Wounds: In Vitro and In Vivo Evaluation. Pharmaceutics 2022, 15, 19. [Google Scholar] [CrossRef]
- Baldassarre, F.; Schiavi, D.; Ciarroni, S.; Tagliavento, V.; De Stradis, A.; Vergaro, V.; Suranna, G.P.; Balestra, G.M.; Ciccarella, G. Thymol-Nanoparticles as Effective Biocides against the Quarantine Pathogen Xylella fastidiosa. Nanomaterials 2023, 13, 1285. [Google Scholar] [CrossRef]
- Pivetta, T.P.; Simões, S.; Araújo, M.M.; Carvalho, T.; Arruda, C.; Marcato, P.D. Development of nanoparticles from natural lipids for topical delivery of thymol: Investigation of its anti-inflammatory properties. Colloids Surf. B Biointerfaces 2018, 164, 281–290. [Google Scholar] [CrossRef] [PubMed]
- Salama, A.; El-Hashemy, H.A.; Darwish, A.B. Formulation and optimization of lornoxicam-loaded bilosomes using 23 full factorial design for the management of osteoarthritis in rats: Modulation of MAPK/Erk1 signaling pathway. J. Drug Deliv. Sci. Technol. 2022, 69, 103175. [Google Scholar] [CrossRef]
- AbuBakr, A.H.; Hassan, H.; Abdalla, A.; Khowessah, O.M.; Abdelbary, G.A. Therapeutic potential of cationic bilosomes in the treatment of carrageenan-induced rat arthritis via fluticasone propionate gel. Int. J. Pharm. 2023, 635, 122776. [Google Scholar] [CrossRef]
- Mushtaq, R.Y.; Naveen, N.R.; Rolla, K.J.; Al Shmrany, H.; Alshehri, S.; Salawi, A.; Kurakula, M.; Alghamdi, M.A.; Rizg, W.Y.; Bakhaidar, R.B.; et al. Design and evaluation of magnetic-targeted bilosomal gel for rheumatoid arthritis: Flurbiprofen delivery using superparamagnetic iron oxide nanoparticles. Front. Pharmacol. 2024, 15, 1433734. [Google Scholar] [CrossRef]
- Elkomy, M.H.; Alruwaili, N.K.; Elmowafy, M.; Shalaby, K.; Zafar, A.; Ahmad, N.; Alsalahat, I.; Ghoneim, M.M.; Eissa, E.M.; Eid, H.M. Surface-Modified Bilosomes Nanogel Bearing a Natural Plant Alkaloid for Safe Management of Rheumatoid Arthritis Inflammation. Pharmaceutics 2022, 14, 563. [Google Scholar] [CrossRef] [PubMed]
- Yang, H.; Liu, Z.; Song, Y.; Hu, C. Hyaluronic acid-functionalized bilosomes for targeted delivery of tripterine to inflamed area with enhancive therapy on arthritis. Drug Deliv. 2019, 26, 820–830. [Google Scholar] [CrossRef]
- Jacob, S.; Kather, F.S.; Boddu, S.H.S.; Rao, R.; Nair, A.B. Vesicular Carriers for Phytochemical Delivery: A Comprehensive Review of Techniques and Applications. Pharmaceutics 2025, 17, 464. [Google Scholar] [CrossRef]
- Abdelbari, M.A.; El-Gazar, A.A.; Abdelbary, A.A.; Elshafeey, A.H.; Mosallam, S. Brij® integrated bilosomes for improving the transdermal delivery of niflumic acid for effective treatment of osteoarthritis: In vitro characterization, ex vivo permeability assessment, and in vivo study. Int. J. Pharm. 2023, 640, 123024. [Google Scholar] [CrossRef] [PubMed]
- Kaurav, H.; Tripathi, M.; Kaur, S.D.; Bansal, A.; Kapoor, D.N.; Sheth, S. Emerging Trends in Bilosomes as Therapeutic Drug Delivery Systems. Pharmaceutics 2024, 16, 697. [Google Scholar] [CrossRef]
- Khafagy, E.S.; Almutairy, B.K.; Abu Lila, A.S. Tailoring of Novel Bile Salt Stabilized Vesicles for Enhanced Transdermal Delivery of Simvastatin: A New Therapeutic Approach against Inflammation. Polymers 2023, 15, 677. [Google Scholar] [CrossRef]
- Jin, Y.; Yang, N.; Chen, S.; Wei, Y.; Wei, X.; Zhu, Y.; Sun, C. Bioinspired catalytic nanogel as an inflammatory cascade-targeted therapeutic for rheumatoid arthritis. J. Nanobiotechnol. 2025, 23, 623. [Google Scholar] [CrossRef]
- Li, Y.; Wang, X.; Gao, Y.; Zhang, Z.; Liu, T.; Zhang, Z.; Wang, Y.; Chang, F.; Yang, M. Hyaluronic acid-coated polypeptide nanogel enhances specific distribution and therapy of tacrolimus in rheumatoid arthritis. J. Nanobiotechnol. 2024, 22, 547. [Google Scholar] [CrossRef] [PubMed]
- Ma, Y.; Song, Y.; Ma, F.; Chen, G. A Potential Polymeric Nanogel System for Effective Delivery of Chlorogenic Acid to Target Collagen-Induced Arthritis. J. Inorg. Organomet. Polym. Mater. 2020, 30, 2356–2365. [Google Scholar] [CrossRef]
- Li, R.; Zhang, Y.; Ma, M.; Li, H.; He, Q. Bone-targeted carbon dots nanogels achieve precision antioxidant therapy for rheumatoid arthritis by activating the endogenous antioxidant system. J. Mater. Chem. B 2025, 13, 11274–11283. [Google Scholar] [CrossRef]
- Weng, P.W.; Lu, H.T.; Rethi, L.; Liu, C.H.; Wong, C.C.; Rethi, L.; Wu, K.C.; Jheng, P.R.; Nguyen, H.T.; Chuang, A.E. Alleviating rheumatoid arthritis with a photo-pharmacotherapeutic glycan-integrated nanogel complex for advanced percutaneous delivery. J. Nanobiotechnol. 2024, 22, 646. [Google Scholar] [CrossRef]
- Kaur, A.; Kumar, P.; Kaur, L.; Sharma, R.; Kush, P. Thiolated chitosan nanoparticles for augmented oral bioavailability of gemcitabine: Preparation, optimization, in vitro and in vivo study. J. Drug Deliv. Sci. Technol. 2021, 61, 102169. [Google Scholar] [CrossRef]
- El Menshawe, S.F.; Aboud, H.M.; Elkomy, M.H.; Kharshoum, R.M.; Abdeltwab, A.M. A novel nanogel loaded with chitosan decorated bilosomes for transdermal delivery of terbutaline sulfate: Artificial neural network optimization, in vitro characterization and in vivo evaluation. Drug Deliv. Transl. Res. 2020, 10, 471–485. [Google Scholar] [CrossRef] [PubMed]
- Peddapalli, H.; Radha, G.V.; Chinnaiyan, S.K. Formulation optimization and PK/PD evaluation of novel valsartan bilosomes enhancing transdermal drug delivery. J. Drug Deliv. Sci. Technol. 2024, 92, 105400. [Google Scholar] [CrossRef]
- Imam, S.S.; Alshehri, S.; Altamimi, M.A.; Almalki, R.K.H.; Hussain, A.; Bukhari, S.I.; Mahdi, W.A.; Qamar, W. Formulation of Chitosan-Coated Apigenin Bilosomes: In Vitro Characterization, Antimicrobial and Cytotoxicity Assessment. Polymers 2022, 14, 921. [Google Scholar] [CrossRef] [PubMed]
- Tripathi, D.; Sonar, P.K.; Parashar, P.; Chaudhary, S.K.; Upadhyay, S.; Saraf, S.K. Augmented Brain Delivery of Cinnarizine Through Nanostructured Lipid Carriers Loaded in situ Gel: In vitro and Pharmacokinetic Evaluation. BioNanoScience 2021, 11, 159–171. [Google Scholar] [CrossRef]
- Irimia, T.; Ghica, M.V.; Popa, L.; Anuţa, V.; Arsene, A.L.; Dinu-Pîrvu, C.E. Strategies for Improving Ocular Drug Bioavailability and Corneal Wound Healing with Chitosan-Based Delivery Systems. Polymers 2018, 10, 1221. [Google Scholar] [CrossRef]
- Nawaz, A.; Latif, M.S.; Alnuwaiser, M.A.; Ullah, S.; Iqbal, M.; Alfatama, M.; Lim, V. Synthesis and Characterization of Chitosan-Decorated Nanoemulsion Gel of 5-Fluorouracil for Topical Delivery. Gels 2022, 8, 412. [Google Scholar] [CrossRef]
- Lambers, H.; Piessens, S.; Bloem, A.; Pronk, H.; Finkel, P. Natural skin surface pH is on average below 5, which is beneficial for its resident flora. Int. J. Cosmet. Sci. 2006, 28, 359–370. [Google Scholar] [CrossRef]
- Nurman, S.; Yulia, R.; Irmayanti; Noor, E.; Candra Sunarti, T. The Optimization of Gel Preparations Using the Active Compounds of Arabica Coffee Ground Nanoparticles. Sci. Pharm. 2019, 87, 32. [Google Scholar] [CrossRef]
- Law, D.; Zhou, D. Chapter 3—Solid-State Characterization and Techniques. In Developing Solid Oral Dosage Forms, 2nd ed.; Qiu, Y., Chen, Y., Zhang, G.G.Z., Yu, L., Mantri, R.V., Eds.; Academic Press: Boston, MA, USA, 2017; pp. 59–84. [Google Scholar]
- Szabó, P.; Zelko, R.; Antal, I. The Role of Solid State Characterization in Predicting Stability of Solid Dosage Forms. Curr. Pharm. Des. 2016, 22, 5019–5028. [Google Scholar] [CrossRef]
- Boye, A.; Addo, J.K.; Acheampong, D.O.; Thomford, A.K.; Asante, E.; Amoaning, R.E.; Kuma, D.N. The hydroxyl moiety on carbon one (C1) in the monoterpene nucleus of thymol is indispensable for anti-bacterial effect of thymol. Heliyon 2020, 6, e03492. [Google Scholar] [CrossRef]
- Dimzon, I.K.; Knepper, T.P. Degree of deacetylation of chitosan by infrared spectroscopy and partial least squares. Int. J. Biol. Macromol. 2015, 72, 939–945. [Google Scholar] [CrossRef] [PubMed]
- Mahmoud, T.M.; Nafady, M.M.; Farouk, H.O.; Mahmoud, D.M.; Ahmed, Y.M.; Zaki, R.M.; Hamad, D.S. Novel Bile Salt Stabilized Vesicles-Mediated Effective Topical Delivery of Diclofenac Sodium: A New Therapeutic Approach for Pain and Inflammation. Pharmaceuticals 2022, 15, 1106. [Google Scholar] [CrossRef] [PubMed]
- Kittur, F.S.; Harish Prashanth, K.V.; Udaya Sankar, K.; Tharanathan, R.N. Characterization of chitin, chitosan and their carboxymethyl derivatives by differential scanning calorimetry. Carbohydr. Polym. 2002, 49, 185–193. [Google Scholar] [CrossRef]
- Priya, S.; Jain, K.K.; Daryani, J.; Desai, V.M.; Kathuria, H.; Singhvi, G. Revolutionizing rheumatoid arthritis treatment with emerging cutaneous drug delivery systems: Overcoming the challenges and paving the way forward. Nanoscale 2024, 17, 65–87. [Google Scholar] [CrossRef]
- Hamza, R.Z.; Al-Salmi, F.A.; El-Shenawy, N.S. Chitosan and Lecithin Ameliorate Osteoarthritis Symptoms Induced by Monoiodoacetate in a Rat Model. Molecules 2020, 25, 5738. [Google Scholar] [CrossRef]
- Gago, C.; Serralheiro, A.; Miguel, M.D.G. Anti-Inflammatory Activity of Thymol and Thymol-Rich Essential Oils: Mechanisms, Applications, and Recent Findings. Molecules 2025, 30, 2450. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.-Y.; Xu, L.; Wang, Y.; Li, J.-X.; Zhang, Y.; Zhang, C.; Wang, S.-S.; Zhang, X.-M. Protective effects of total flavonoids of Astragalus against adjuvant-induced arthritis in rats by regulating OPG/RANKL/NF-κB pathway. Int. Immunopharmacol. 2017, 44, 105–114. [Google Scholar] [CrossRef]
- Kerch, G. The potential of chitosan and its derivatives in prevention and treatment of age-related diseases. Mar. Drugs 2015, 13, 2158–2182. [Google Scholar] [CrossRef]
- Abdel Jaleel, G.A.; Azab, S.S.; El-Bakly, W.M.; Hassan, A. ‘Methyl palmitate attenuates adjuvant induced arthritis in rats by decrease of CD68 synovial macrophages. Biomed. Pharmacother. 2021, 137, 111347. [Google Scholar] [CrossRef]
- Rompicherla, N.C.; Joshi, P.; Shetty, A.; Sudhakar, K.; Amin, H.I.M.; Mishra, Y.; Mishra, V.; Albutti, A.; Alhumeed, N. Design, Formulation, and Evaluation of Aloe vera Gel-Based Capsaicin Transemulgel for Osteoarthritis. Pharmaceutics 2022, 14, 1812. [Google Scholar] [CrossRef]
- Shiehzadeh, F.; Mohebi, D.; Chavoshian, O.; Daneshmand, S. Formulation, Characterization, and Optimization of a Topical Gel Containing Tranexamic Acid to Prevent Superficial Bleeding: In Vivo and In Vitro Evaluations. Turk. J. Pharm. Sci. 2023, 20, 261–269. [Google Scholar] [CrossRef] [PubMed]
- Ryan, A.; Patel, P.; Ratrey, P.; O’Connor, P.M.; O’Sullivan, J.; Ross, R.P.; Hill, C.; Hudson, S.P. The development of a solid lipid nanoparticle (SLN)-based lacticin 3147 hydrogel for the treatment of wound infections. Drug Deliv. Transl. Res. 2023, 13, 2407–2423. [Google Scholar] [CrossRef] [PubMed]
- Abbas, K.; Amin, A.; Mudassir, J.; Abdullah Alzahrani, A.Y.; Saher, T.; Manzoor, R.; Aleem, A.; Khan, M.A.; Wazir, M.A.; Rana, S.J.; et al. Preparation, characterization and evaluation of hydrogels from different fractions of diverse medicinal plants for management of pain and inflammation. Int. J. Food Prop. 2023, 26, 2532–2552. [Google Scholar] [CrossRef]
- Pal, R.R.; Rajpal, V.; Singh, N.; Singh, S.; Mishra, N.; Singh, P.; Maurya, P.; Alka; Saraf, S.A. Downregulation of pro-inflammatory markers IL-6 and TNF-α in rheumatoid arthritis using nano-lipidic carriers of a quinone-based phenolic: An in vitro and in vivo study. Drug Deliv. Transl. Res. 2023, 13, 627–641. [Google Scholar] [CrossRef] [PubMed]
- Triastuti, A.; Pradana, D.A.; Saputra, D.E.; Lianika, N.; Wicaksono, H.R.; Anisari, T.D.; Widyarini, S. Anti-rheumatoid activity of a hexane-insoluble fraction from Plantago major in female Wistar rats induced by Complete Freund’s Adjuvant. J. Tradit. Complement. Med. 2022, 12, 219–224. [Google Scholar] [CrossRef]
- Lim, M.A.; Louie, B.; Ford, D.; Heath, K.; Cha, P.; Betts-Lacroix, J.; Lum, P.Y.; Robertson, T.L.; Schaevitz, L. Development of the Digital Arthritis Index, a Novel Metric to Measure Disease Parameters in a Rat Model of Rheumatoid Arthritis. Front. Pharmacol. 2017, 8, 818. [Google Scholar] [CrossRef]









| Run | Independent Variables | Observed Responses | ||||
|---|---|---|---|---|---|---|
| SL Concentration (%w/v) (A) | SDC Concentration (mg) (B) | Chitosan Concentration (%w/v) (C) | Particle Size (nm) | Zeta Potential (mV) | EE (%) | |
| 1 | 2 | 20 | 0.2 | 139.0 | 32.1 | 79.25 |
| 2 | 1 | 30 | 0.2 | 189.5 | 34.4 | 73.66 |
| 3 | 3 | 20 | 0.4 | 156.4 | 31.2 | 87.20 |
| 4 | 2 | 20 | 0.2 | 141.4 | 32.3 | 78.09 |
| 5 | 3 | 10 | 0.2 | 131.5 | 29.5 | 84.73 |
| 6 | 1 | 10 | 0.2 | 171.2 | 35.2 | 75.83 |
| 7 | 3 | 30 | 0.2 | 135.9 | 27.6 | 85.66 |
| 8 | 2 | 10 | 0.4 | 162.1 | 35.9 | 81.24 |
| 9 | 3 | 20 | 0 | 108.7 | −37.2 | 79.10 |
| 10 | 1 | 20 | 0 | 157.3 | −28.9 | 71.04 |
| 11 | 2 | 20 | 0.2 | 140.0 | 32.4 | 78.97 |
| 12 | 2 | 10 | 0 | 120.0 | −33.8 | 77.54 |
| 13 | 1 | 20 | 0.4 | 193.7 | 36.0 | 75.86 |
| 14 | 2 | 30 | 0.4 | 174.6 | 33.4 | 83.25 |
| 15 | 2 | 30 | 0 | 134.2 | −35.1 | 75.08 |
| Source | Particle Size (nm) | Zeta Potential (mV) | Entrapment Efficiency (%) | |||
|---|---|---|---|---|---|---|
| F | p-Value | F | p-Value | F | p-Value | |
| Model | 388.53 | <0.0001 | 2888.66 | <0.0001 | 133.85 | <0.0001 |
| A-SL concentration | 1662.60 | <0.0001 | 161.63 | 0.7736 | 825.33 | <0.0001 |
| B-SDC concentration | 126.35 | <0.0001 | 10.42 | 0.0233 | 1.45 | 0.2822 |
| C-Chitosan concentration | 1437.02 | <0.0001 | 18,448.43 | <0.0001 | 312.30 | 0.0092 |
| Model | Quadratic | Quadratic | Quadratic | |||
| Std. Dev. | 1.55 | 0.7119 | 0.4960 | |||
| R2 | 0.9986 | 0.9998 | 0.9959 | |||
| C.V. % | 0.4646 | 3.59 | 1.23 | |||
| Adjusted R2 | 0.9960 | 0.9995 | 0.9884 | |||
| Predicted R2 | 0.9819 | 0.9983 | 0.9677 | |||
| Adeq Precision | 68.1416 | 128.6381 | 40.1841 | |||
| Response Variables | Experimental Value | Predicted Value | Prediction Error (%) |
|---|---|---|---|
| Particle size (nm) | 134.2 | 137.489 | 2.59 |
| Zeta potential (mV) | 36.3 | 36.516 | 0.595 |
| EE (%) | 83.52 | 85.213 | 2.027 |
| Parameters | CH-TH-BLs | CH-TH-BG | Conventional TH Gel | TH Solution |
|---|---|---|---|---|
| Permeation flux (μg/h/cm2) | 20.89 ± 0.98 | 16.35 ± 0.58 | 4.35 ± 0.45 | 8.11 ± 0.71 |
| Permeation coefficient (cm/h) | 18.75 ± 0.65 | 11.56 ± 0.35 | 1.24 ± 0.13 | 3.65 ± 0.21 |
| Enhancement ratio | 4.03 | 3.16 | - | - |
| Cumulative drug permeation | 48.13 ± 1.1% | 38.12 ± 0.87 | 25.45 ± 0.94% | 31.46 ± 0.96% |
| Skin deposition | 41.87 ± 1.4% | 51.88 ± 1.17% | 27.87 ± 1.4% | 18.45 ± 0.95% |
| Independent Variables | Levels | ||
|---|---|---|---|
| Low (−1) | Medium (0) | High (+1) | |
| A: SL concentration (%w/v) | 1.0 | 2 | 3 |
| B: sodium deoxycholate concentration (mg) | 10 | 20 | 30 |
| C: Chitosan Concentration (%w/v) | 0 | 0.2 | 0.4 |
| Dependent variables | Goal | ||
| Particle size (nm), | Minimize | ||
| Zeta potential (mV) | Maximize | ||
| EE (%) | Maximize | ||
| Group No. | Group Name | Interventions |
|---|---|---|
| 1. | Vehicle control | 1% w/v carbopol 940. |
| 2. | Arthritic control | 0.1 mL of FCA |
| 3. | Negative control | 0.1 mL of FCA+ 1% w/v carbopol gel comprising CH-BLs without TH |
| 4. | Positive control | 0.1 mL of FCA+ conventional TH gel (1% w/w TH) |
| 5. | Test control | 0.1 mL of FCA+ CH-TH-BG (1% w/w TH) |
| 6. | Standard control | 0.1 mL of FCA+ Voltaren emulgel (1% diclofenac) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Tripathi, D.; Singh, R.; Kumar, P.; Kush, P.; Fatima, G.N. Exploring the Potential of Transdermal Nanobilosomal Gel for Magnified Anti-Inflammatory Efficacy of Thymol for Managing Rheumatoid Arthritis. Gels 2026, 12, 156. https://doi.org/10.3390/gels12020156
Tripathi D, Singh R, Kumar P, Kush P, Fatima GN. Exploring the Potential of Transdermal Nanobilosomal Gel for Magnified Anti-Inflammatory Efficacy of Thymol for Managing Rheumatoid Arthritis. Gels. 2026; 12(2):156. https://doi.org/10.3390/gels12020156
Chicago/Turabian StyleTripathi, Deepti, Ranjit Singh, Parveen Kumar, Preeti Kush, and Gul Naz Fatima. 2026. "Exploring the Potential of Transdermal Nanobilosomal Gel for Magnified Anti-Inflammatory Efficacy of Thymol for Managing Rheumatoid Arthritis" Gels 12, no. 2: 156. https://doi.org/10.3390/gels12020156
APA StyleTripathi, D., Singh, R., Kumar, P., Kush, P., & Fatima, G. N. (2026). Exploring the Potential of Transdermal Nanobilosomal Gel for Magnified Anti-Inflammatory Efficacy of Thymol for Managing Rheumatoid Arthritis. Gels, 12(2), 156. https://doi.org/10.3390/gels12020156

