Two dimensional assisted liquid chromatography - a chemometric approach to improve accuracy and precision of quantitation in liquid chromatography using 2D separation, dual detectors, and multivariate curve resolution

Daniel W. Cook, Sarah C. Rutan, Dwight R. Stoll, Peter W. Carr

Research output: Contribution to journalArticlepeer-review

28 Scopus citations


Comprehensive two-dimensional liquid chromatography (LC×LC) is rapidly evolving as the preferred method for the analysis of complex biological samples owing to its much greater resolving power compared to conventional one-dimensional (1D-LC). While its enhanced resolving power makes this method appealing, it has been shown that the precision of quantitation in LC×LC is generally not as good as that obtained with 1D-LC. The poorer quantitative performance of LC×LC is due to several factors including but not limited to the undersampling of the first dimension and the dilution of analytes during transit from the first dimension (1D) column to the second dimension (2D) column, and the larger relative background signals. A new strategy, 2D assisted liquid chromatography (2DALC), is presented here. 2DALC makes use of a diode array detector placed at the end of each column, producing both multivariate 1D and two-dimensional (2D) chromatograms. The increased resolution of the analytes provided by the addition of a second dimension of separation enables the determination of analyte absorbance spectra from the 2D detector signal that are relatively pure and can be used to initiate the treatment of data from the first dimension detector using multivariate curve resolution-alternating least squares (MCR-ALS). In this way, the approach leverages the strengths of both separation methods in a single analysis: the 2D detector data is used to provide relatively pure analyte spectra to the MCR-ALS algorithm, and the final quantitative results are obtained from the resolved 1D chromatograms, which has a much higher sampling rate and lower background signal than obtained in conventional single detector LC×LC, to obtain accurate and precise quantitative results. It is shown that 2DALC is superior to both single detector selective or comprehensive LC×LC and 1D-LC for quantitation of compounds that appear as severely overlapped peaks in the 1D chromatogram - this is especially true in the case of untargeted analyses. We also anticipate that 2DALC will provide superior quantitation in targeted analyses in which unknown interfering compounds overlap with the targeted compound(s). When peaks are significantly overlapped in the first dimension, 2DALC can decrease the error of quantitation (i.e., improve the accuracy by up to 14-fold compared to 1D-LC and up to 3.8-fold compared to LC×LC with a single multivariate detector). The degree of improvement in performance varies depending upon the degree of peak overlap in each dimension and the selectivities of the spectra with respect to one another and the background, as well as the extent of analyte dilution prior to the 2D column.

Original languageEnglish (US)
Pages (from-to)87-95
Number of pages9
JournalAnalytica Chimica Acta
StatePublished - Feb 15 2015

Bibliographical note

Funding Information:
The authors would like to thank Robert Allen (University of Minnesota) for providing detector background signals from LC × LC experiments, and David C. Harmes (Gustavus Adolphus College) for carrying out some of the sLC × LC experiments. The authors also acknowledge financial support from NSF CHE-1213561 . The 1290 Infinity 2D-LC system and HPLC columns used to collect the experimental data described in this work were provided by Agilent Technologies. The furanocoumarin standards were a gift of Sabrina Trudo at the University of Minnesota.

Publisher Copyright:
© 2014 Elsevier B.V.


  • Chemometrics
  • Comprehensive two-dimensional liquid chromatography
  • Diode array detector
  • Multivariate curve resolution
  • Quantitation
  • Selective two-dimensional liquid chromatography


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