Research Article

Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes

Volume: 46 Number: 3 September 1, 2026
EN

Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes

Abstract

Linagliptin is a dipeptidyl peptidase-4 inhibitor used to treat type 2 diabetes and is categorized as a BCS class III drug, having high solubility and low permeability, resulting in a very low bioavailability, 30%, of the drug. Microspheres have been formulated to increase the gastric retention time. The batches were formulated using a 32-full-factorial design of experiments, taking the concentration of ethyl cellulose, and speed of homogenizer as the factors, and % entrapment efficiency and particle size as the dependent parameters. The optimized batch, having 200 mg of ethyl cellulose and an 8000 rpm speed of homogenization, was formulated, which showed 80.3 % of the drug was released at the 8th hour. Mean particle size, % entrapment efficiency, and percentage yield of the optimized formulation were found to be 1.57 μm, 92%, and 96.99%. The kinetic model for the in vitro release of linagliptin microspheres was analysed, and results indicated that it followed the zero-order kinetic model based on the R² values.

Keywords

References

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Details

Primary Language

English

Subjects

Pharmaceutical Sciences, Pharmaceutical Delivery Technologies

Journal Section

Research Article

Publication Date

September 1, 2026

Submission Date

July 29, 2025

Acceptance Date

August 4, 2026

Published in Issue

Year 2026 Volume: 46 Number: 3

APA
Shah, D., Patel, D., Dholakia, M., Singh, A., Vasava, V. M., & Kumar, K. A. S. (2026). Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes. Hacettepe University Journal of the Faculty of Pharmacy, 46(3), 220-232. https://doi.org/10.52794/hujpharm.1751510
AMA
1.Shah D, Patel D, Dholakia M, Singh A, Vasava VM, Kumar KAS. Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes. HUJPHARM. 2026;46(3):220-232. doi:10.52794/hujpharm.1751510
Chicago
Shah, Dhwani, Dinal Patel, Mansi Dholakia, Arpita Singh, Vishal Mahendrabhai Vasava, and Kumar Ashish Sanjeev Kumar. 2026. “Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes”. Hacettepe University Journal of the Faculty of Pharmacy 46 (3): 220-32. https://doi.org/10.52794/hujpharm.1751510.
EndNote
Shah D, Patel D, Dholakia M, Singh A, Vasava VM, Kumar KAS (September 1, 2026) Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes. Hacettepe University Journal of the Faculty of Pharmacy 46 3 220–232.
IEEE
[1]D. Shah, D. Patel, M. Dholakia, A. Singh, V. M. Vasava, and K. A. S. Kumar, “Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes”, HUJPHARM, vol. 46, no. 3, pp. 220–232, Sept. 2026, doi: 10.52794/hujpharm.1751510.
ISNAD
Shah, Dhwani - Patel, Dinal - Dholakia, Mansi - Singh, Arpita - Vasava, Vishal Mahendrabhai - Kumar, Kumar Ashish Sanjeev. “Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes”. Hacettepe University Journal of the Faculty of Pharmacy 46/3 (September 1, 2026): 220-232. https://doi.org/10.52794/hujpharm.1751510.
JAMA
1.Shah D, Patel D, Dholakia M, Singh A, Vasava VM, Kumar KAS. Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes. HUJPHARM. 2026;46:220–232.
MLA
Shah, Dhwani, et al. “Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes”. Hacettepe University Journal of the Faculty of Pharmacy, vol. 46, no. 3, Sept. 2026, pp. 220-32, doi:10.52794/hujpharm.1751510.
Vancouver
1.Dhwani Shah, Dinal Patel, Mansi Dholakia, Arpita Singh, Vishal Mahendrabhai Vasava, Kumar Ashish Sanjeev Kumar. Development and Characterization of Linagliptin Microspheres Using 32 Full Factorial Design for the Management of Diabetes. HUJPHARM. 2026 Sep. 1;46(3):220-32. doi:10.52794/hujpharm.1751510