Materials Map

Discover the materials research landscape. Find experts, partners, networks.

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The Materials Map is an open tool for improving networking and interdisciplinary exchange within materials research. It enables cross-database search for cooperation and network partners and discovering of the research landscape.

The dashboard provides detailed information about the selected scientist, e.g. publications. The dashboard can be filtered and shows the relationship to co-authors in different diagrams. In addition, a link is provided to find contact information.

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The Materials Map is still under development. In its current state, it is only based on one single data source and, thus, incomplete and contains duplicates. We are working on incorporating new open data sources like ORCID to improve the quality and the timeliness of our data. We will update Materials Map as soon as possible and kindly ask for your patience.

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in Cooperation with on an Cooperation-Score of 37%

Topics

Publications (5/5 displayed)

  • 2012Quantification of process induced disorder in milled samples using different analytical techniquescitations
  • 2012The influence of milling on the dissolution performance of simvastatincitations
  • 2009Formation kinetics and stability of carbamazepine-nicotinamide cocrystals prepared by mechanical activation80citations
  • 2009Quantitative solid-state analysis of three solid forms of ranitidine hydrochloride in ternary mixtures using Raman spectroscopy and X-ray powder diffraction50citations
  • 2005Characterization of polymorphic solid-state changes using variable temperature X-ray powder diffraction43citations

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Gordon, Keith C.
2 / 14 shared
Rades, Thomas
4 / 107 shared
Krauel-Goellner, Karen
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Mcgoverin, Cushla M.
1 / 1 shared
Zimper, Ulrike
2 / 2 shared
Strachan, Clare J.
1 / 10 shared
Hubert, Madlen
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Chieng, Norman
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Saville, Dorothy
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Rehder, Sönke
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Rantanen, Jukka
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Yliruusi, Jouko
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Airaksinen, Sari
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Karjalainen, Milja
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Co-Authors (by relevance)

  • Gordon, Keith C.
  • Rades, Thomas
  • Krauel-Goellner, Karen
  • Mcgoverin, Cushla M.
  • Zimper, Ulrike
  • Strachan, Clare J.
  • Hubert, Madlen
  • Chieng, Norman
  • Saville, Dorothy
  • Rehder, Sönke
  • Rantanen, Jukka
  • Yliruusi, Jouko
  • Airaksinen, Sari
  • Karjalainen, Milja
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article

The influence of milling on the dissolution performance of simvastatin

  • Gordon, Keith C.
  • Rades, Thomas
  • Krauel-Goellner, Karen
  • Zimper, Ulrike
  • Strachan, Clare J.
  • Aaltonen, Jaakko
Abstract

Particle size reduction is a simple means to enhance the dissolution rate of poorly water soluble BCS-class II and IV drugs. However, the major drawback of this process is the possible introduction of process induced disorder. Drugs with different molecular arrangements may exhibit altered properties such as solubility and dissolution rate and, therefore, process induced solid state modifications need to be monitored. The aim of this study was two-fold: firstly, to investigate the dissolution rates of milled and unmilled simvastatin; and secondly, to screen for the main milling factors, as well as factor interactions in a dry ball milling process using simvastatin as model drug, and to optimize the milling procedure with regard to the opposing responses particle size and process induced disorder by application of a central composite face centered design. Particle size was assessed by scanning electron microscopy (SEM) and image analysis. Process induced disorder was determined by partial least squares (PLS) regression modeling of respective X-ray powder diffractograms (XRPD) and Raman spectra. Valid and significant quadratic models were built. The investigated milling factors were milling frequency, milling time and ball quantity at a set drug load, out of which milling frequency was found to be the most important factor for particle size as well as process induced disorder. Milling frequency and milling time exhibited an interaction effect on the responses. The optimum milling settings using the maximum number of milling balls (60 balls with 4 mm diameter) was determined to be at a milling frequency of 21 Hz and a milling time of 36 min with a resulting primary particle size of 1.4 µm and a process induced disorder of 6.1% (assessed by Raman spectroscopy) and 8.4% (assessed by XRPD), at a set optimization limit of < 2 µm for particle size and < 10% for process induced disorder. This optimum was tested experimentally and the process induced disorder was determined to be 6.9% (± 2.2) by Raman spectroscopy and 7.8% (± 2.3) by XRPD. Subsequent intrinsic dissolution testing revealed that the process induced disorder was negligible with regard to the dissolution rate. The predicted primary particle size of 1.4 µm could be confirmed experimentally, but due to agglomeration of the primary particles a dissolution rate advantage was not shown, highlighting the importance of dissolution testing at an early stage of drug development.

Topics
  • impedance spectroscopy
  • scanning electron microscopy
  • milling
  • composite
  • ball milling
  • ball milling
  • Raman spectroscopy