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

Leandro GabrielHelena AlmeidaMarta AvelarBruno Filipe Carmelino Cardoso SarmentoJosé das Neves
Published in: Nanomaterials (Basel, Switzerland) (2022)
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.
Keyphrases
  • data analysis
  • electronic health record
  • big data
  • high resolution
  • depressive symptoms
  • single molecule
  • working memory
  • high throughput
  • high speed
  • mass spectrometry
  • artificial intelligence
  • sensitive detection