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Metabolomics is a complex field of analytical chemistry and bioinformatics in which advanced techniques to determine the levels of a wide range of metabolites are employed in a series of procedures, including sample extraction and preparation, metabolite detection using analytical instruments, and data processing and mining by means of bioinformatics techniques.
While the two studies used different instruments and data processing software, the conflicting observations indicate that the impact of label size on quantitative accuracy and identification rates is uncertain and requires further investigation.
In addition, to reduce the prevalence of batch effects, factors such as sample collection and processing procedures, laboratory personnel, study run-dates, reagent sources, measurement instruments, and data processing methods should be carefully controlled [ 37 39].
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These results demonstrate that MRI-derived cortical thickness measures are highly reliable when MRI instrument and data processing factors are controlled but that it is important to consider these factors in the design of multi-site or longitudinal studies, such as clinical drug trials.
Instrument control and data processing were performed using Empower software.
Instrument control and data processing were performed using Zetasizer software.
The instrument operation and data processing are controlled by a laptop computer running a custom LabVIEW program.
Instrument control and data processing with MassLynxTM Software.
Instrument control and data processing were done using ChromaToF (Leco) software and Microsoft Excel.
In this talk, I will review the EHT results, including the instrument development and data processing that led to the first scientific outcome of the project.
All instrument control and data processing steps were performed with Xcaliber software.
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