checkRegistration: Perform check for misregistered array segments.

In beadarray: Quality assessment and low-level analysis for Illumina BeadArray data

Description

Occasionally the registration of an array can go wrong, with the bead centres found in the wrong place in an image. The effective result of this is a scrambling of the bead IDs.

Note that the function requires that the sdf file and locs file are present, and has particular expectations towards their file names and locations.

Usage

    checkRegistration(BLData, array = 1)

Arguments

BLData	An object of class beadLevelData-class.
array	Integer specifying the index of the arrays to be checked. Can be a vector to process multiple arrays e.g. 1:12.

Details

In order to check for mis-registration we can examine the within bead-type variance across the array. This function computes this statistic twice for each array segment (since each segment is registered independently), once using the given bead IDs and once using a randomly assigned set of IDs. The former is then subtracted from the later. In cases where the registration has worked successfully we expect the majority of these values to be greater than zero, which for misregistered arrays the differences should be centred about zero.

Value

Returns an object of class beadRegistrationData.

Author(s)

Mike Smith

References

Smith ML, Dunning MJ, Tavare S, Lynch AG. Identification and correction of previously unreported spatial phenomena using raw Illumina BeadArray data. BMC Bioinformatics (2010) 11:208

beadarray documentation built on Nov. 8, 2020, 4:51 p.m.