Sentence examples for estimated from expression from inspiring English sources

The changes that would be expected from this translocation can be estimated from expression patterns of its nearest relative, strain HI2424 (supplementary fig. S4, Supplementary Material online).

Alternatively, models can be fit to experimental data in order to estimate parameter sets that explain observed behaviour [ 14, 31], and functions describing transcription factor activity can be estimated from expression data [ 31, 32].

Although the values of s are unknown, they can be roughly estimated from expression data using some existing method or specified directly using relevant biological knowledge, or they can be simply set to to reflect the non-informative prior belief.

Let w and b, respectively, the slope and intercept of the hyperplane to be estimated from Expression 2. (2) Minimize w, b   1 2 w 2 + C ∑ i = 1 n L ε (f (x i ), y i ) where w = w 1 2 + w 2 2 +... + w d 2 is the L 2 norm of the vector w ∈ ℝ d. where, (3) L ε (f (x i ), y i ) = 0 i f y i - f (x i ) ≤ ε y i - f (x i ) i f y i - f (x i ) > ε.

The same rationale is used to construct an upper bound for the intra- and inter-method TDI estimates derived from plugging the REML estimates from expression (1) into expressions (6) and (7), respectively.

The other plots illustrate expression profiles of novel sRNAs, where their coordinates can be estimated from the expression boundaries.

Although kinetic models can be developed for gene regulation [12], [27], [28], they involve many kinetic parameters that are difficult to be estimated from gene expression data with small number of samples.

From our experience, variances estimated from raw expression data are highly variable.

The covariance matrices are estimated from the expression data of genes assigned to regulons.

A transduction efficiency higher than 95% was estimated from mRFP1 expression.

The above analysis demonstrates that biological age, estimated from gene expression levels that change with age, is a significant predictor of remaining life span.