Lijun Lin , Xiao Lin , Lan Shen , Yanlong Hong , Lijie Zhao
{"title":"Study on powder physical and compression properties of mannitol: Similarity, variation, and classification","authors":"Lijun Lin , Xiao Lin , Lan Shen , Yanlong Hong , Lijie Zhao","doi":"10.1016/j.powtec.2026.122256","DOIUrl":null,"url":null,"abstract":"<div><div>The global supply of mannitol offers diverse grades, typically categorized by manufacturers into “spray-dried” or “granulated” types for direct compression (DC). However, relying solely on these nominal process labels can be misleading for formulation development. This study established a quantitative, functionality-based classification system by systematically evaluating thirteen commercial mannitol grades through multivariate statistical analysis. Principal component analysis (PCA) and hierarchical cluster analysis (HCA) revealed that the manufacturing process label does not strictly dictate functional performance. Notably, three specific granulated grades were found to functionally cluster with spray-dried materials (Cluster 1) due to their shared porous micromorphology and high specific surface area, exhibiting superior tabletability (<em>k</em><sub>a</sub>) and compressibility (<em>k</em><sub><em>G</em></sub>). In contrast, Cluster 2, characterized by dense crystalline structures, demonstrated distinct mechanical behaviors dominated by high elasticity (<em>k</em><sub><em>FES</em></sub>) and fragmentation tendency (<em>f)</em>. Partial least squares (PLS) regression further elucidated the critical mechanisms governing tablet quality, identifying yield pressure (<em>P</em><sub><em>y</em></sub>) and tabletability (<em>k</em><sub>a</sub>) as the primary positive determinants for tensile strength, while excessive fragmentation and elastic recovery negatively impacted mechanical integrity. A trade-off was also observed where enhanced compressibility facilitated rapid disintegration, whereas excessive interparticle bonding could delay it. In summary, this property-driven classification framework provides a more rational strategy for excipient selection than commercial labels, enabling the identification of optimal materials for robust DC formulations based on intrinsic functional attributes.</div></div>","PeriodicalId":407,"journal":{"name":"Powder Technology","volume":"474 ","pages":"Article 122256"},"PeriodicalIF":4.6000,"publicationDate":"2026-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Powder Technology","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0032591026001452","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/9 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
Abstract
The global supply of mannitol offers diverse grades, typically categorized by manufacturers into “spray-dried” or “granulated” types for direct compression (DC). However, relying solely on these nominal process labels can be misleading for formulation development. This study established a quantitative, functionality-based classification system by systematically evaluating thirteen commercial mannitol grades through multivariate statistical analysis. Principal component analysis (PCA) and hierarchical cluster analysis (HCA) revealed that the manufacturing process label does not strictly dictate functional performance. Notably, three specific granulated grades were found to functionally cluster with spray-dried materials (Cluster 1) due to their shared porous micromorphology and high specific surface area, exhibiting superior tabletability (ka) and compressibility (kG). In contrast, Cluster 2, characterized by dense crystalline structures, demonstrated distinct mechanical behaviors dominated by high elasticity (kFES) and fragmentation tendency (f). Partial least squares (PLS) regression further elucidated the critical mechanisms governing tablet quality, identifying yield pressure (Py) and tabletability (ka) as the primary positive determinants for tensile strength, while excessive fragmentation and elastic recovery negatively impacted mechanical integrity. A trade-off was also observed where enhanced compressibility facilitated rapid disintegration, whereas excessive interparticle bonding could delay it. In summary, this property-driven classification framework provides a more rational strategy for excipient selection than commercial labels, enabling the identification of optimal materials for robust DC formulations based on intrinsic functional attributes.
期刊介绍:
Powder Technology is an International Journal on the Science and Technology of Wet and Dry Particulate Systems. Powder Technology publishes papers on all aspects of the formation of particles and their characterisation and on the study of systems containing particulate solids. No limitation is imposed on the size of the particles, which may range from nanometre scale, as in pigments or aerosols, to that of mined or quarried materials. The following list of topics is not intended to be comprehensive, but rather to indicate typical subjects which fall within the scope of the journal's interests:
Formation and synthesis of particles by precipitation and other methods.
Modification of particles by agglomeration, coating, comminution and attrition.
Characterisation of the size, shape, surface area, pore structure and strength of particles and agglomerates (including the origins and effects of inter particle forces).
Packing, failure, flow and permeability of assemblies of particles.
Particle-particle interactions and suspension rheology.
Handling and processing operations such as slurry flow, fluidization, pneumatic conveying.
Interactions between particles and their environment, including delivery of particulate products to the body.
Applications of particle technology in production of pharmaceuticals, chemicals, foods, pigments, structural, and functional materials and in environmental and energy related matters.
For materials-oriented contributions we are looking for articles revealing the effect of particle/powder characteristics (size, morphology and composition, in that order) on material performance or functionality and, ideally, comparison to any industrial standard.