In addition, the individual-level standardization in the ALFF/fALFF analysis used in the present study might lose the individual differences in the group analysis, and a group-level standardized procedure is required to validate these results in future studies [ 45].
From the initial 12 individuals randomly sampled per group and later hybridized, 10 were retained for the analysis (total of 60 individuals) for standardization in terms of both numbers of samples and the quality of the hybridization signal.
Since the smallest subcluster was composed of five individuals, the standardization was performed through sampling 5 gene copies.
More focused multivariate region of interest analysis, larger control banks (perhaps based on disease mimics rather than healthy individuals), with standardization and harmonization of sequence acquisition and analysis, are all future steps on a roadmap to clinical translation.
A significantly lower number of wild-type splicing read counts was present in AA compared to AB individuals, after standardization of each alternate transcript as the proportion of total reads produced per sample across all three transcripts (p < 0.0001; Fig. 2b).
At the individual patient level, standardization enhances efficiency by making the clinical plan explicit to all providers dealing with that patient.
Only individuals older than 29 were included in the analysis, since the high prevalence of zero OSS values in younger individuals make the standardization approach unacceptable.
To avoid this unwanted inconsistency, both the choice of well-defined individuals and the standardization of quantification methods should be mandatory.
Interpretation of the magnitude of effect or association between biomarkers and sepsis or clinical outcomes was limited by a lack of standardization in individual biomarker assays, an absence of identified or validated thresholds or cut-points in individual biomarker levels, and a lack of reported odds ratios or relative risk.
Since they are relatively tied to individual cognitive entities, their standardization must be driven by communication.
