scholarly journals Habit Modification of the Active Pharmaceutical Ingredient Lovastatin Through a Predictive Solvent Selection Approach

2019 ◽  
Vol 108 (5) ◽  
pp. 1779-1787 ◽  
Author(s):  
Thomas D. Turner ◽  
Lauren E. Hatcher ◽  
Chick C. Wilson ◽  
Kevin J. Roberts
2020 ◽  
Vol 17 (5) ◽  
pp. 243-265 ◽  
Author(s):  
Jiandong Xie ◽  
Sa Xiao ◽  
Ying-Chang Liang ◽  
Li Wang ◽  
Jun Fang

2019 ◽  
Author(s):  
Sierra Bainter ◽  
Thomas Granville McCauley ◽  
Tor D Wager ◽  
Elizabeth Reynolds Losin

In this paper we address the problem of selecting important predictors from some larger set of candidate predictors. Standard techniques are limited by lack of power and high false positive rates. A Bayesian variable selection approach used widely in biostatistics, stochastic search variable selection, can be used instead to combat these issues by accounting for uncertainty in the other predictors of the model. In this paper we present Bayesian variable selection to aid researchers facing this common scenario, along with an online application (https://ssvsforpsych.shinyapps.io/ssvsforpsych/) to perform the analysis and visualize the results. Using an application to predict pain ratings, we demonstrate how this approach quickly identifies reliable predictors, even when the set of possible predictors is larger than the sample size. This technique is widely applicable to research questions that may be relatively data-rich, but with limited information or theory to guide variable selection.


Author(s):  
Jan M Keppel Hesselink

Topical analgesics are regarded as new inroads to treat peripheral neuropathic pain, with a number of advantages over oral treatments. Topical treatment reduces systemic induced side-effects and have good tolerability, without problems of misuse or abuse, or dependency. Furthermore, the onset of action is fast, mostly within 30 minutes. The mechanism of action of topical analgesics is either via transdermal delivery of the analgesic, or via intradermal mechanisms of action. In the latter case, plasma levels of analgesics in the blood are absent or very low. This perspective is missing in the approach of the ad hoc committee of the National Academies of Sciences, Engineering, and Medicine in the USA, installed by the FDA. In this short commentary, we plead for a more comprehensive approach of topical analgesics, including those formulations which explicitly are not based on transdermal penetration of the active pharmaceutical ingredient, but on intradermal mechanisms of action.


2009 ◽  
Vol 31 (8) ◽  
pp. 1398-1411 ◽  
Author(s):  
Ming-Wei ZHANG ◽  
Wei-Jie WEI ◽  
Bin ZHANG ◽  
Xi-Zhe ZHANG ◽  
Zhi-Liang ZHU

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