Compute Affymetrix probe affinities from their sequences and MM probe intensities
[
AffinPM
, AffinMM
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)
[AffinPM
, AffinMM
, BaseProf
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)
[AffinPM
, AffinMM
, BaseProf
, Stats
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)
... = affyprobeaffinities(SequenceMatrix
, MMIntensity
,
...'ProbeIndices', ProbeIndicesValue
, ...)
... = affyprobeaffinities(SequenceMatrix
, MMIntensity
,
...'Showplot', ShowplotValue
, ...)
SequenceMatrix  An Nby25 matrix of sequence information for the perfect match (PM) probes on an Affymetrix^{®} GeneChip^{®} array, where N is the number of probes on the array. Each row corresponds to a probe, and each column corresponds to one of the 25 sequence positions. Nucleotides in the sequences are represented by one of the following integers:
TipYou can use the 
MMIntensity  Column vector containing mismatch (MM) probe intensities from a CEL file, generated from a single Affymetrix GeneChip array. Each row corresponds to a probe. TipYou can extract this column vector from the 
ProbeIndicesValue  Column vector containing probe indexing information. Probes within a probe set are numbered 0 through N  1, where N is the number of probes in the probe set. TipYou can use the 
ShowplotValue  Controls the display of a plot showing the affinity values
of each of the four bases (A, C, G, and T) for each of the 25 sequence
positions, for all probes on the Affymetrix GeneChip array.
Choices are 
AffinPM  Column vector of PM probe affinities, computed from their probe sequences and MM probe intensities. 
AffinMM  Column vector of MM probe affinities, computed from their probe sequences and MM probe intensities. 
BaseProf  4by4 matrix containing the four parameters for a polynomial of degree 3, for each base, A, C, G, and T. Each row corresponds to a base, and each column corresponds to a parameter. These values are estimated from the probe sequences and intensities, and represent all probes on an Affymetrix GeneChip array. 
Stats  Row vector containing four statistics in the following order:

[
returns
a column vector of PM probe affinities and a column vector of MM probe
affinities, computed from their probe sequences and MM probe intensities.
Each row in AffinPM
, AffinMM
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)AffinPM
and AffinMM
corresponds
to a probe. NaN is returned for probes with no sequence information.
Each probe affinity is the sum of positiondependent base affinities.
For a given base type, the positional effect is modeled as a polynomial
of degree 3.
[
also
estimates affinity coefficients using multiple linear regression.
It returns AffinPM
, AffinMM
, BaseProf
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)BaseProf
, a 4by4 matrix containing
the four parameters for a polynomial of degree 3, for each base, A,
C, G, and T. Each row corresponds to a base, and each column corresponds
to a parameter. These values are estimated from the probe sequences
and intensities, and represent all probes on an Affymetrix GeneChip array.
[
also
returns AffinPM
, AffinMM
, BaseProf
, Stats
]
= affyprobeaffinities(SequenceMatrix
, MMIntensity
)Stats
, a row vector containing
four statistics in the following order:
Rsquare statistic
F statistic
pvalue
Error variance
... = affyprobeaffinities(
calls SequenceMatrix
, MMIntensity
,
...'PropertyName
', PropertyValue
,
...)affyprobeaffinities
with optional
properties that use property name/property value pairs. You can specify
one or more properties in any order. Each PropertyName
must
be enclosed in single quotation marks and is case insensitive. These
property name/property value pairs are as follows:
... = affyprobeaffinities(
uses
probe indices to normalize the probe intensities with the median of
their probe set intensities. SequenceMatrix
, MMIntensity
,
...'ProbeIndices', ProbeIndicesValue
, ...)
Use of the ProbeIndices
property is recommended
only if your MMIntensity
data are not from
a nonspecific binding experiment.
... = affyprobeaffinities(
controls
the display of a plot of the probe affinity base profile. Choices
are SequenceMatrix
, MMIntensity
,
...'Showplot', ShowplotValue
, ...)true
or false
(default).
[1] Naef, F., and Magnasco, M.O. (2003). Solving the Riddle of the Bright Mismatches: Labeling and Effective Binding in Oligonucleotide Arrays. Physical Review E 68, 011906.
[2] Wu, Z., Irizarry, R.A., Gentleman, R., Murillo, F.M. and Spencer, F. (2004). A Model Based Background Adjustment for Oligonucleotide Expression Arrays. Journal of the American Statistical Association 99(468), 909–917.
[3] Best, C.J.M., Gillespie, J.W., Yi, Y., Chandramouli, G.V.R., Perlmutter, M.A., Gathright, Y., Erickson, H.S., Georgevich, L., Tangrea, M.A., Duray, P.H., Gonzalez, S., Velasco, A., Linehan, W.M., Matusik, R.J., Price, D.K., Figg, W.D., EmmertBuck, M.R., and Chuaqui, R.F. (2005). Molecular alterations in primary prostate cancer after androgen ablation therapy. Clinical Cancer Research 11, 6823–6834.
affygcrma
 affyprobeseqread
 affyread
 celintensityread
 probelibraryinfo