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1.
Traffic ; 18(10): 683-693, 2017 10.
Article in English | MEDLINE | ID: mdl-28746801

ABSTRACT

High throughput confocal imaging poses challenges in the computational image analysis of complex subcellular structures such as the microtubule cytoskeleton. Here, we developed CellArchitect, an automated image analysis tool that quantifies changes to subcellular patterns illustrated by microtubule markers in plants. We screened microtubule-targeted herbicides and demonstrate that high throughput confocal imaging with integrated image analysis by CellArchitect can distinguish effects induced by the known herbicides indaziflam and trifluralin. The same platform was used to examine 6 other compounds with herbicidal activity, and at least 3 different effects induced by these compounds were profiled. We further show that CellArchitect can detect subcellular patterns tagged by actin and endoplasmic reticulum markers. Thus, the platform developed here can be used to automate image analysis of complex subcellular patterns for purposes such as herbicide discovery and mode of action characterisation. The capacity to use this tool to quantitatively characterize cellular responses lends itself to application across many areas of biology.


Subject(s)
Herbicides/pharmacology , High-Throughput Screening Assays/methods , Microtubules/drug effects , Optical Imaging/methods , Tubulin Modulators/pharmacology , Actins/metabolism , Arabidopsis/drug effects , Arabidopsis/metabolism , Arabidopsis Proteins/metabolism , Indenes/pharmacology , Microtubules/metabolism , Protein Binding , Triazines/pharmacology , Trifluralin/pharmacology , Tubulin/metabolism
2.
Angew Chem Int Ed Engl ; 54(11): 3178-95, 2015 Mar 09.
Article in English | MEDLINE | ID: mdl-25676367

ABSTRACT

On April 6, 1865, Friedrich Engelhorn founded the company "Badische Anilin- & Sodafabrik" in Mannheim, Germany. This Essay, commemorating the 150th anniversary of BASF, introduces several outstanding examples of innovation from the history of BASF and highlights how chemical and technical competencies developed in the past still play an essential role in current projects.


Subject(s)
Chemistry/methods , Anniversaries and Special Events , Solutions
3.
Plant Physiol ; 166(3): 1132-48, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25104721

ABSTRACT

In response to changing market dynamics, the discovery of new herbicides has declined significantly over the past few decades and has only seen a modest upsurge in recent years. Nevertheless, the few introductions have proven to be interesting and have brought useful innovation to the market. In addition, herbicide-tolerant or herbicide-resistant crop technologies have allowed the use of existing nonselective herbicides to be extended into crops. An increasing and now major challenge is being posed by the inexorable increase in biotypes of weeds that are resistant to herbicides. This problem is now at a level that threatens future agricultural productivity and needs to be better understood. If herbicides are to remain sustainable, then it is a must that we adopt diversity in crop rotation and herbicide use as well as increase the use of nonchemical measures to control weeds. Nevertheless, despite the difficulties posed by resistant weeds and increased regulatory hurdles, new screening tools promise to provide an upsurge of potential herbicide leads. Our industry urgently needs to supply agriculture with new, effective resistance-breaking herbicides along with strategies to sustain their utility.


Subject(s)
Herbicide Resistance/genetics , Herbicides/pharmacology , Plant Weeds/genetics , Weed Control , Achievement , Agriculture , Biological Evolution , Combinatorial Chemistry Techniques , Crops, Agricultural , Herbicides/chemistry , Humans , Mutation , Plant Weeds/drug effects
4.
Metabolomics ; 5(3): 277-291, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19718268

ABSTRACT

We conducted a comprehensive metabolic phenotyping of primary metabolism of photosynthetic tissue of Arabidopsis thaliana following spray treatment with a number of commercially used herbicides using a well established gas-chromatography mass-spectrometry profiling method. Applying this technique we were able to identify and quantify in excess of 80 polar metabolites and based on a combination of co-elution with standards and prediction from the mass spectra a similar number of lipophillic components within two chromatographic runs. The herbicides selected were glufosinate, sulcotrione, AE944 [N2-(1-ethyl-3-phenylpropyl)-6-(1-fluoro-1-methylethyl)-1,3,5-triazine-2,4-diamine], foramsulfuron, benfuresate and glyphosate. We determined causal changes in the metabolite profiles by following their time-dependent changes using a serial sampling strategy. The resultant profiles were compared both by looking at the largest changes in a metabolite by metabolite manner and by performance of statistical analyses. These data revealed that analysis of the polar metabolites allows clear separation of the compounds under test. This finding is discussed in the context of current strategies for agrochemical discovery. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11306-008-0149-8) contains supplementary material, which is available to authorized users.

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