Hisham Al-Obaidi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Hisham Al-Obaidi has a total of 82 co-authors. Here are the top co-authors by number of shared publications:
- Mohammed Gulrez Zariwala
Centre for Nutraceuticals, School of Life Sciences, University of Westminster, 115 New Cavendish Street, London W1W 6UW, UK
7 shared publications - Kenneth Shankland
School of Pharmacy, University of Reading, Reading, UK
5 shared publications - Mohamed El-Tanani
RAK College of Pharmacy, RAK Medical and Health Sciences University, Ras Al Khaimah 11172, United Arab Emirates
4 shared publications Rachith Kalgudi
Faculty of Science & Technology, University of Westminster, 115 New Cavendish Street, London W1W 6UW, United Kingdom
4 shared publicationsAmal Yousfan
3 shared publications- Arwa Omar Al Khatib
Faculty of Pharmacy Al‐Ahliyya Amman University Amman Jordan
3 shared publications
Latest Publications
- Open Access
- 11 October 2025
- Published by American Chemical Society (ACS) in Molecular Pharmaceutics
- Vol. 22 (11) , 6681-6702
Machine Learning-Guided Prediction of Formulation Performance in Inhalable Ciprofloxacin–Bile Acid Dispersions with Antimicrobial and Toxicity Evaluation
Ciprofloxacin (CFX) is a potent antibiotic for respiratory infections, but its poor solubility and high crystallinity limit its effectiveness in dry powder inhaler (DPI) delivery. Although soluble forms such as CFX hydrochloride are available, their rapid dissolution may lead to systemic absorption, undermining localized lung targeting. To address this, we developed solid dispersions of CFX with primary bile acids, namely, cholic acid (CA) and chenodeoxycholic acid (CDA), using spray drying and ball milling to enhance solubility in a controlled manner while maintaining deposition in the lungs. Differential scanning calorimetry showed glass-transition temperature (Tg) values were elevated for both bile acids, with CA dispersions showing slightly higher absolute values (114.16-131.77 °C vs 109.13-120.67 °C). However, Fourier transform infrared and dissolution data indicated that CDA formed stronger directional hydrogen bonding with CFX. X-ray diffraction confirmed partially amorphous dispersions with minimal residual crystallinity. Solubility enhancement was observed for both bile acids, showing slightly higher values with CA dispersions. Aerodynamic assessments using an Andersen cascade impactor revealed improved lung deposition with CFX-CDA, with a higher fine particle fraction (FPF: 30.81%) and lower mass median aerodynamic diameter (MMAD: 5.89 μm) compared to CFX-CA (FPF: 26.93%, MMAD: 6.19 μm). The emitted dose was highest in CDA with nearly 5 mg compared to CA dispersions (∼3 mg). In vitro antimicrobial studies showed that dispersions maintained comparable antimicrobial activity to pure CFX, while in vivo toxicology in rats indicated mild, dose-dependent hepatic changes. CDA formulations showed AST elevation at a low dose and ALP increase at a high dose, consistent with the known hepatic effects of this bile acid, while CA formulations were broadly comparable to pure CFX. Machine learning algorithms, including tree-based models and neural networks, were used to predict the formulation performance and identify critical variables. Feature selection was achieved using recursive elimination, and permutation analysis showed that the bile acid type, inlet temperature, and molar ratio were the most influential predictors of solubility and lung deposition. Models such as gradient boosting and elastic net showed a high predictive accuracy (R2 > 0.85). Overall, this study highlights the potential of primary bile acid-based DPI formulations as effective inhalable antibiotic therapies.
- 11 October 2025
- Published by American Chemical Society (ACS) in Molecular Pharmaceutics
- Vol. 22 (11) , 6681-6702
Open AccessMachine Learning-Guided Prediction of Formulation Performance in Inhalable Ciprofloxacin–Bile Acid Dispersions with Antimicrobial and Toxicity Evaluation
Ciprofloxacin (CFX) is a potent antibiotic for respiratory infections, but its poor solubility and high crystallinity limit its effectiveness in dry powder inhaler (DPI) delivery. Although soluble forms such as CFX hydrochloride are available, their rapid dissolution may lead to systemic absorption, undermining localized lung targeting. To address this, we developed solid dispersions of CFX with primary bile acids, namely, cholic acid (CA) and chenodeoxycholic acid (CDA), using spray drying and ball milling to enhance solubility in a controlled manner while maintaining deposition in the lungs. Differential scanning calorimetry showed glass-transition temperature (Tg) values were elevated for both bile acids, with CA dispersions showing slightly higher absolute values (114.16-131.77 °C vs 109.13-120.67 °C). However, Fourier transform infrared and dissolution data indicated that CDA formed stronger directional hydrogen bonding with CFX. X-ray diffraction confirmed partially amorphous dispersions with minimal residual crystallinity. Solubility enhancement was observed for both bile acids, showing slightly higher values with CA dispersions. Aerodynamic assessments using an Andersen cascade impactor revealed improved lung deposition with CFX-CDA, with a higher fine particle fraction (FPF: 30.81%) and lower mass median aerodynamic diameter (MMAD: 5.89 μm) compared to CFX-CA (FPF: 26.93%, MMAD: 6.19 μm). The emitted dose was highest in CDA with nearly 5 mg compared to CA dispersions (∼3 mg). In vitro antimicrobial studies showed that dispersions maintained comparable antimicrobial activity to pure CFX, while in vivo toxicology in rats indicated mild, dose-dependent hepatic changes. CDA formulations showed AST elevation at a low dose and ALP increase at a high dose, consistent with the known hepatic effects of this bile acid, while CA formulations were broadly comparable to pure CFX. Machine learning algorithms, including tree-based models and neural networks, were used to predict the formulation performance and identify critical variables. Feature selection was achieved using recursive elimination, and permutation analysis showed that the bile acid type, inlet temperature, and molar ratio were the most influential predictors of solubility and lung deposition. Models such as gradient boosting and elastic net showed a high predictive accuracy (R2 > 0.85). Overall, this study highlights the potential of primary bile acid-based DPI formulations as effective inhalable antibiotic therapies.
- Open Access
- 26 April 2025
- Published by Elsevier in Journal of Drug Delivery Science and Technology
- Vol. 109
Development of pimozide spray dried lipid nanoparticles with enhanced targeting of non-small cell lung cancer
- 26 April 2025
- Published by Elsevier in Journal of Drug Delivery Science and Technology
- Vol. 109
Open AccessDevelopment of pimozide spray dried lipid nanoparticles with enhanced targeting of non-small cell lung cancer
- 10 March 2025
- Published by Taylor & Francis in Therapeutic Delivery
- Vol. 16 (5) , 431-445
Evaluation of chloramphenicol derivative N-phenyl 2, 2 dichloroacetamide anticancer and antibacterial properties
This study aimed to develop microparticles of N-phenyl-2,2-dichloroacetamide (PDA), a chloramphenicol derivative with potential antibacterial and anticancer properties, to improve drug release and selectivity while reducing toxicity. PDA microparticles were prepared via spray-drying using L-leucine, Trehalose, and Mannitol. The particles were characterized for size, drug release, antibacterial activity, and cytotoxicity against A549 cancer cells and fibroblasts. PDA formulations exhibited controlled release and enhanced selectivity for cancer cells. S1 showed antibacterial activity against S. aureus. L-leucine formulations had reduced toxicity to normal fibroblasts. PDA microparticles offer potential as safer, targeted antibacterial and anticancer therapies, providing controlled release and reduced side effects.
- 10 March 2025
- Published by Taylor & Francis in Therapeutic Delivery
- Vol. 16 (5) , 431-445
Evaluation of chloramphenicol derivative N-phenyl 2, 2 dichloroacetamide anticancer and antibacterial properties
This study aimed to develop microparticles of N-phenyl-2,2-dichloroacetamide (PDA), a chloramphenicol derivative with potential antibacterial and anticancer properties, to improve drug release and selectivity while reducing toxicity. PDA microparticles were prepared via spray-drying using L-leucine, Trehalose, and Mannitol. The particles were characterized for size, drug release, antibacterial activity, and cytotoxicity against A549 cancer cells and fibroblasts. PDA formulations exhibited controlled release and enhanced selectivity for cancer cells. S1 showed antibacterial activity against S. aureus. L-leucine formulations had reduced toxicity to normal fibroblasts. PDA microparticles offer potential as safer, targeted antibacterial and anticancer therapies, providing controlled release and reduced side effects.
- Open Access
- 8 October 2024
- Published by American Chemical Society (ACS) in Molecular Pharmaceutics
- Vol. 22 (1) , 113-130
Innovative Microencapsulation of Polymyxin B for Enhanced Antimicrobial Efficacy via Coated Spray Drying
This study aims to develop an innovative microencapsulation method for coated Polymyxin B, utilizing various polysaccharides such as hydroxypropyl β-cyclodextrin, alginate, and chitosan, implemented through a three-fluid nozzle (3FN) spray drying process. High-performance liquid chromatography (HPLC) analysis revealed that formulations with a high ratio of sugar cage, hydroxypropyl β-cyclodextrin (HPβCD), and sodium alginate (coded as ALGHCDHPLPM) resulted in a notable 16-fold increase in Polymyxin B recovery compared to chitosan microparticles. Morphological assessments using fluorescence labeling confirmed successful microparticle formation with core/shell structures. Alginate-based formulations exhibited distinct layers, while chitosan formulations showed uniform fluorescence throughout the microparticles. Focused beam reflectance and histograms from fluorescence microscopic measurements provided insights into physical size analysis, indicating consistent sizes of 6.8 ± 1.2 μm. Fourier-transform infrared (FTIR) spectra unveiled hydrogen bonding between Polymyxin B and other components within the microparticle structures. The drug release study showed sodium alginate's sustained release capability, reaching 26 ± 3% compared to 94 ± 3% from the free solution at the 24 h time point. Furthermore, the antimicrobial properties of the prepared microparticles against two Gram-negative bacteria, Escherichia coli and Pseudomonas aeruginosa, were investigated. The influence of various key excipients on the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) values was evaluated. Results demonstrated effective bactericidal effects of ALGHCDHPLPM against both E. coli and P. aeruginosa. Additionally, the antibiofilm assay highlighted the potential efficacy of ALGHCDHPLPM against the biofilm viability of E. coli and P. aeruginosa, with concentrations ranging from 3.9 to 500 μg/m. This signifies a significant advancement in antimicrobial drug delivery systems, promising improved precision and efficacy in combating bacterial infections.
- 8 October 2024
- Published by American Chemical Society (ACS) in Molecular Pharmaceutics
- Vol. 22 (1) , 113-130
Open AccessInnovative Microencapsulation of Polymyxin B for Enhanced Antimicrobial Efficacy via Coated Spray Drying
This study aims to develop an innovative microencapsulation method for coated Polymyxin B, utilizing various polysaccharides such as hydroxypropyl β-cyclodextrin, alginate, and chitosan, implemented through a three-fluid nozzle (3FN) spray drying process. High-performance liquid chromatography (HPLC) analysis revealed that formulations with a high ratio of sugar cage, hydroxypropyl β-cyclodextrin (HPβCD), and sodium alginate (coded as ALGHCDHPLPM) resulted in a notable 16-fold increase in Polymyxin B recovery compared to chitosan microparticles. Morphological assessments using fluorescence labeling confirmed successful microparticle formation with core/shell structures. Alginate-based formulations exhibited distinct layers, while chitosan formulations showed uniform fluorescence throughout the microparticles. Focused beam reflectance and histograms from fluorescence microscopic measurements provided insights into physical size analysis, indicating consistent sizes of 6.8 ± 1.2 μm. Fourier-transform infrared (FTIR) spectra unveiled hydrogen bonding between Polymyxin B and other components within the microparticle structures. The drug release study showed sodium alginate's sustained release capability, reaching 26 ± 3% compared to 94 ± 3% from the free solution at the 24 h time point. Furthermore, the antimicrobial properties of the prepared microparticles against two Gram-negative bacteria, Escherichia coli and Pseudomonas aeruginosa, were investigated. The influence of various key excipients on the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) values was evaluated. Results demonstrated effective bactericidal effects of ALGHCDHPLPM against both E. coli and P. aeruginosa. Additionally, the antibiofilm assay highlighted the potential efficacy of ALGHCDHPLPM against the biofilm viability of E. coli and P. aeruginosa, with concentrations ranging from 3.9 to 500 μg/m. This signifies a significant advancement in antimicrobial drug delivery systems, promising improved precision and efficacy in combating bacterial infections.
- Open Access
- 28 August 2024
- Published by MDPI AG in Pharmaceutics
- Vol. 16 (9) , 1136
Correction: Al Khatib et al. Inhaled Medicines for Targeting Non-Small Cell Lung Cancer. Pharmaceutics 2024, 15, 2777
- 28 August 2024
- Published by MDPI AG in Pharmaceutics
- Vol. 16 (9) , 1136
Open AccessCorrection: Al Khatib et al. Inhaled Medicines for Targeting Non-Small Cell Lung Cancer. Pharmaceutics 2024, 15, 2777
- Open Access
- 15 August 2024
- Published by Elsevier in Journal of Pharmaceutical Sciences
- Vol. 113 (10) , 3012-3027
Past, Current, and Future: Application of Image Analysis in Small Molecule Pharmaceutical Development
- 15 August 2024
- Published by Elsevier in Journal of Pharmaceutical Sciences
- Vol. 113 (10) , 3012-3027
Open AccessPast, Current, and Future: Application of Image Analysis in Small Molecule Pharmaceutical Development
- Open Access
- 12 August 2024
- Published by Elsevier in Journal of Drug Delivery Science and Technology
- Vol. 100
Improving oral delivery of ciprofloxacin through in situ spray drying and acid counterions
- 12 August 2024
- Published by Elsevier in Journal of Drug Delivery Science and Technology
- Vol. 100
Open AccessImproving oral delivery of ciprofloxacin through in situ spray drying and acid counterions
- Open Access
- 17 May 2024
- Published by MDPI AG in Pharmaceutics
- Vol. 16 (5) , 680
Spray-Dried Nanolipid Powders for Pulmonary Drug Delivery: A Comprehensive Mini Review
Lung diseases have received great attention in the past years because they contribute approximately one-third of the total global mortality. Pulmonary drug delivery is regarded as one of the most appealing routes to treat lung diseases. It addresses numerous drawbacks linked to traditional dosage forms. It presents notable features, such as, for example, a non-invasive route, localized lung drug delivery, low enzymatic activity, low drug degradation, higher patient compliance, and avoiding first-pass metabolism. Therefore, the pulmonary route is commonly explored for delivering drugs both locally and systemically. Inhalable nanocarrier powders, especially, lipid nanoparticle formulations, including solid-lipid and nanostructured-lipid nanocarriers, are attracting considerable interest in addressing respiratory diseases thanks to their significant advantages, including deep lung deposition, biocompatibility, biodegradability, mucoadhesion, and controlled drug released. Spray drying is a scalable, fast, and commercially viable technique to produce nanolipid powders. This review highlights the ideal criteria for inhalable spray-dried SLN and NLC powders for the pulmonary administration route. Additionally, the most promising inhalation devices, known as dry powder inhalers (DPIs) for the pulmonary delivery of nanolipid powder-based medications, and pulmonary applications of SLN and NLC powders for treating chronic lung conditions, are considered.
- 17 May 2024
- Published by MDPI AG in Pharmaceutics
- Vol. 16 (5) , 680
Open AccessSpray-Dried Nanolipid Powders for Pulmonary Drug Delivery: A Comprehensive Mini Review
Lung diseases have received great attention in the past years because they contribute approximately one-third of the total global mortality. Pulmonary drug delivery is regarded as one of the most appealing routes to treat lung diseases. It addresses numerous drawbacks linked to traditional dosage forms. It presents notable features, such as, for example, a non-invasive route, localized lung drug delivery, low enzymatic activity, low drug degradation, higher patient compliance, and avoiding first-pass metabolism. Therefore, the pulmonary route is commonly explored for delivering drugs both locally and systemically. Inhalable nanocarrier powders, especially, lipid nanoparticle formulations, including solid-lipid and nanostructured-lipid nanocarriers, are attracting considerable interest in addressing respiratory diseases thanks to their significant advantages, including deep lung deposition, biocompatibility, biodegradability, mucoadhesion, and controlled drug released. Spray drying is a scalable, fast, and commercially viable technique to produce nanolipid powders. This review highlights the ideal criteria for inhalable spray-dried SLN and NLC powders for the pulmonary administration route. Additionally, the most promising inhalation devices, known as dry powder inhalers (DPIs) for the pulmonary delivery of nanolipid powder-based medications, and pulmonary applications of SLN and NLC powders for treating chronic lung conditions, are considered.
- Open Access
- 2 February 2024
- Published by Elsevier in European Journal of Pharmaceutics and Biopharmaceutics
- Vol. 196, 114202
Preparation and formulation of progesterone para-aminobenzoic acid co-crystals with improved dissolution and stability
- 2 February 2024
- Published by Elsevier in European Journal of Pharmaceutics and Biopharmaceutics
- Vol. 196, 114202
Open AccessPreparation and formulation of progesterone para-aminobenzoic acid co-crystals with improved dissolution and stability