About the Authors

Nabil A. Alhakamy

Contributed equally to this work with: Nabil A. Alhakamy, Shaimaa M. Badr-Eldin

Roles Conceptualization, Data curation, Funding acquisition, Project administration

nalhakamy@kau.edu.sa

Affiliations Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia, Advanced Drug Delivery Research Group, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia, Center of Excellence for Drug Research and Pharmaceutical Industries, King Abdulaziz University, Jeddah, Saudi Arabia, Mohamed Saeed Tamer Chair for Pharmaceutical Industries, King Abdulaziz University, Jeddah, Saudi Arabia

Solomon Z. Okbazghi

Roles Resources, Software

Affiliation Global Analytical and Pharmaceutical Development, Alexion Pharmaceuticals, New Haven, Connecticut, United States of America

Mohamed A. Alfaleh

Roles Data curation, Formal analysis, Methodology

Affiliation Vaccines and Immunotherapy Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia

Wesam H. Abdulaal

Roles Investigation, Methodology

Affiliations Department of Biochemistry, Faculty of Science, Cancer and Mutagenesis Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia, Centre for Artificial Intelligence in Precision Medicines, King Abdulaziz University, Jeddah, Saudi Arabia

Rana B. Bakhaidar

Roles Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Mohammed O. Alselami

Roles Methodology, Resources, Software

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Majed AL Zahrani

Roles Project administration, Resources, Software, Supervision

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Hani M. Alqarni

Roles Conceptualization, Supervision, Validation

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Adel F. Alghaith

Roles Conceptualization, Visualization

Affiliation Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia

Sultan Alshehri

Roles Conceptualization, Methodology

Affiliations Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia, Department of Pharmaceutical Sciences, College of Pharmacy, Almaarefa University, Ad Diriyah, Saudi Arabia

Shaimaa M. Badr-Eldin

Contributed equally to this work with: Nabil A. Alhakamy, Shaimaa M. Badr-Eldin

Roles Conceptualization, Methodology

Affiliations Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia, Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Cairo University, Cairo, Egypt

Hibah M. Aldawsari

Roles Conceptualization, Investigation, Project administration

Affiliations Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia, Advanced Drug Delivery Research Group, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia, Center of Excellence for Drug Research and Pharmaceutical Industries, King Abdulaziz University, Jeddah, Saudi Arabia

Omar D. Al-hejaili

Roles Writing – original draft, Writing – review & editing

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Bander M. Aldhabi

Roles Software, Writing – original draft, Writing – review & editing

Affiliation Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah, Saudi Arabia

Wael A. Mahdi

Roles Data curation, Methodology, Resources

Affiliation Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia

Competing Interests

The authors declare no conflict of interest.