MPTHub: An Open-Source Software for Characterizing the Transport of Particles in Biorelevant Media

被引:3
|
作者
Gabriel, Leandro [1 ,2 ,3 ]
Almeida, Helena [1 ,2 ,4 ]
Avelar, Marta [1 ,2 ,3 ,4 ]
Sarmento, Bruno [1 ,2 ,5 ]
das Neves, Jose [1 ,2 ,5 ]
机构
[1] Univ Porto, Inst Invest & Inovacao Saude I3S, P-4200135 Porto, Portugal
[2] Univ Porto, INEB Inst Engn Biomed, P-4200135 Porto, Portugal
[3] Univ Porto, FEUP Fac Engn, P-4200465 Porto, Portugal
[4] Univ Porto, ICBAS Inst Ciencias Biomed Abel Salazar, P-4050313 Porto, Portugal
[5] IUCS Inst Univ Ciencias Saude, CESPU, P-4585116 Gandra, Portugal
关键词
biological transport; mucosal delivery; mucus; particle tracking; nanomedicine; nanotechnology; software design; NANOPARTICLE DIFFUSION; TRACKING ANALYSIS; MUCUS; DRUG; SIMULATION; MICROSCOPY; DELIVERY; BARRIER; !text type='PYTHON']PYTHON[!/text;
D O I
10.3390/nano12111899
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The study of particle transport in different environments plays an essential role in understanding interactions with humans and other living organisms. Importantly, obtained data can be directly used for multiple applications in fields such as fundamental biology, toxicology, or medicine. Particle movement in biorelevant media can be readily monitored using microscopy and converted into time-resolved trajectories using freely available tracking software. However, translation into tangible and meaningful parameters is time consuming and not always intuitive. We developed new software-MPTHub-as an open-access, standalone, user-friendly tool for the rapid and reliable analysis of particle trajectories extracted from video microscopy. The software was programmed using Python and allowed to import and analyze trajectory data, as well as to export relevant data such as individual and ensemble time-averaged mean square displacements and effective diffusivity, and anomalous transport exponent. Data processing was reliable, fast (total processing time of less than 10 s), and required minimal memory resources (up to a maximum of around 150 MB in random access memory). Demonstration of software applicability was conducted by studying the transport of different polystyrene nanoparticles (100-200 nm) in mucus surrogates. Overall, MPTHub represents a freely available software tool that can be used even by inexperienced users for studying the transport of particles in biorelevant media.
引用
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页数:13
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