Aligning retention time shifts in HPLC three-dimensional spectra by icoshift approach combined with data arrangement methods and the release of a graphical user interface.
Xiang-Zhi ZhangNa FengAi-Jun MaBao Qiong LiPublished in: Journal of separation science (2019)
High-performance liquid chromatography coupled with photodiode array detection has been extensively applied in many fields and the peaks among the analyzed samples can be shifted due to the variations of instrumental and experimental conditions. In multivariate analysis, retention time alignment is an important pretreatment step. Hence, the shifted peaks in high-performance liquid chromatography coupled with photodiode array detection three-dimensional spectra should be aligned for further analysis. Being motivated by this purpose, the interval correlated shifting method combined with the proposed data arrangement methods are recommended and employed on high-performance liquid chromatography coupled with photodiode array detection data as a demonstration. We validate the alignment performance of the proposed method through comparison the consistency of the retention time before and after alignment. The obtained results demonstrated that the proposed method is capable of successful aligning the employed data. Additionally, the interval correlated shifting method combined with the data arrangement modes is implemented in an easy-to-use graphical user interface environment and so can be operated easily by users not familiar with programming languages.
Keyphrases
- high performance liquid chromatography
- tandem mass spectrometry
- simultaneous determination
- mass spectrometry
- solid phase extraction
- electronic health record
- big data
- liquid chromatography
- data analysis
- loop mediated isothermal amplification
- high throughput
- machine learning
- multidrug resistant
- deep learning
- artificial intelligence
- real time pcr