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PCA is used for data reduction and for deciphering patterns within large sets of data.
Principal component analysis (PCA) is a multivariate statistical technique used for data reduction and for deciphering patterns within large sets of data (Farnham et al. 2003).
Deciphering patterns of LGT among mycobacteria is vital for understanding evolution of pathogenic and nonpathogenic members of this genus.
Deciphering patterns of LTL shortening and variation in the rate of LTL shortening with age among individuals would be highly relevant because shortened LTL has often been detected in individuals with aging-related disorders, cardiovascular disease in particular (5, 9– 12).
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It also makes it possible to automate chemical annotations, to perform complex chemical searches, to rapidly identify compounds for compound-specific predictions, and to decipher patterns that underlie key biomolecular interactions.
Here, we review past work and present new findings from remote sensing, cosmogenic radionuclides, suspended sediment records, and airborne lidar data, to decipher patterns of landslide activity and geomorphic processes related to rapid uplift along the northward-migrating Mendocino Triple Junction in Northern California.
The evolution of CD94L molecules being much slower than their classical counterparts [ 10], this allows us to decipher patterns of evolution that are apparently paradoxical.
During adipogenesis derived from MSC, the gene expression profile represents a unique, albeit not totally deciphered, pattern of transcription factors, allowing for the differentially induced regulation of specific pre-adipogenic genes to form pre-adipocytes.
Deciphering such patterns could improve prevention efforts.
The hardest thing about catching a pitcher for the first time is deciphering his patterns, Widger said.
The results are quite striking and it suggests a greater future role for pharmacophore modeling and virtual drug screening simulations in deciphering complex patterns of molecular mechanisms of hERG1 channel openers at the target sites.
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