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This study selects simple and relevant sustainability indicators and discusses different means of normalization.
Notably, the scale ambiguity can be resolved by means of normalization.
In many instances the method of choice is probabilistic quotient normalization (PQN), which outperforms a number of other means of normalization (e.g., integral normalization and vector length normalization).
Absolute concentration values are usually obtained by means of normalization procedures that correct for differing propensities of proteins to produce identifiable fragmentation spectra.
However, 18S rRNA expression is monitored primarily to double check for substantial anomalies in mRNA quantification when positive results are found, rather than as a precise means of normalization for results which appear consistent.
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The occurrence of multiple src_compound_ids assigned to a single Standard InChI is not uncommon in many sources, especially where the means of compound normalization within the resource itself is not via the Standard InChI.
The trimmed means of M normalization method was performed on all samples.
To address these issues, the scientific community is now adopting the use of total lane density from the blot-transferred protein as a means of data normalization [ 24– 26].
Quantitative expression values were corrected to the background, normalized with respect to the positive control genes included in the arrays, and reported as ratios to the mean values of normalization genes.
Hybridized microarrays were scanned and gridded with a GenePix 4000B microarray scanner (Axon Instruments, Foster City, CA), normalized by background-subtracted mean-by-mean normalization of well measured spots as in [ 51, 52], and statistically analyzed using a Bayesian analysis of gene expression levels (BAGEL [ 53]).
We generated multi-dimensional scaling plots of the libraries using plotMDS [ 75] and applied TMM (trimmed mean of M) normalization to account for the differences in library sizes and composition [ 76].
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