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The reconstructed high frequency expression pattern is considered to be noise, and it is not studied in this paper.
Kr, like hb, is a gap gene, with low frequency expression pattern, compared to the high frequency eve pair-rule pattern.
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Fourier coefficients of the clock components of each gene are modulated by the weight of the corresponding frequency components, as given by Eq. 4: (4) G ^ c = w c G c c ∈ c _ m i n, c _ m a x The tapering filtering results in clock-frequency expression patterns that are noise reduced and with less artifacts caused by a discontinuity in the filter function.
We investigated the frequency and expression pattern of SIAH2 in two independent cohorts of sporadic breast cancers.
Our CyTOF analysis36 showed that frequency and expression patterns of different myelomonocytic cells was similar between WT glands and early lesions, but differed from overt tumors (Fig. 5a, Supplementary Table 5, Supplementary Fig. 4A, B, and Supplementary Table 7).
The frequency of chimeric expression pattern found in bladder tumours suggests that intra-tumour genomic evolution commonly involves loss of STAG2, even in low-grade, low-stage tumours, which are generally considered to represent an evolutionarily stable sub-group.
In another approach, Sheng et al. (2003 ) use Gibbs sampling to estimate the parameters of a simple frequency model for the expression pattern of a bicluster.
We identified the major cell cycle frequency based on the expression pattern of this set of genes (Additional file 2, Figure S3B) using Fourier transform.
We investigated the frequency of reciprocal expression patterns among 83 different organ types, developmental stages, and cell types by using ATH1 microarray data from A. thaliana (Birnbaum et al. 2003; Schmid et al. 2005; Brady et al. 2007) as well as performing additional analyses of the duplicate pairs showing reciprocal expression patterns.
As may be expected from this expression pattern, high-frequency hearing loss is also a feature of CHED.
ARSER employs autoregressive spectral estimation to predict the periodicity of an expression pattern from the frequency spectrum and then models the rhythmic patterns using a harmonic regression model to fit the time-series [32].
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