APPARATUS AND METHOD FOR IDENTIFYING PEAKS IN LIQUID CHROMATOGRAPHY/MASS SPECTROMETRY DATA AND FOR FORMING SPECTRA AND CHROMATOGRAMS

Patent №

US 7,645,984

Granted

2010-01-12

Filed 2007

Owner

WATERS INVESTMENTS LIMITED

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10588967

Chromatograms and mass spectra produced by an LC/MS system are analyzed by creating a two-dimensional data matrix of the spectral and chromatographic data. The two-dimensional matrix can be created by placing the spectra generated by the mass spectrometer portion of the LC/MS system in successive columns of the data matrix. In this way, the rows of the data matrix correspond to chromatographic data and the columns of the data matrix correspond to the spectra. A two-dimensional filter is specified and applied to the data matrix to enhance the ability of the system to detect peaks associated with ions. The two-dimensional filter is specified according to desired criteria. Rank-1 and rank-2 filters can be specified to improve computational efficiency. One method of applying the two-dimensional filter is through convolution of the data matrix with the two-dimensional filter to produce an output data matrix. Peaks corresponding to detected ions are identified in the output data matrix. Parameters of the peaks are determined and stored for later processing including quantitation, or simplification of chromatograms or spectra by, for example, identifying peaks associating with ions having retention times falling within a specified retention time window or having mass-to charge ratios falling within a specified mass-to-charge ratio window.

AI hardwareG01N 30/8675H01J 49/022G01N 30/7233G01N 30/8617G01N 30/8689G06F 2218/08

AI classification

AI hardware0.52
Evolutionary computation0.02
Planning0.02
Machine learning0.01
Knowledge representation0.00
Natural language0.00
Vision0.00
Speech0.00

Ownership

WATERS INVESTMENTS LIMITED

assignment · 196460446

Assignors

GORENSTEIN, MARC V., PLUMB, ROBERT S., STUMPF, CHRIS L.

On an employer assignment, the assignors are typically the inventors.

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