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Past research examining the stress buffering effects of exercise, however, is limited by small sample sizes, poorly validated measures of stress, exercise and health, and the exclusion of samples that are at-risk for chronic stress exposure.
Further exclusion of samples with PaO2 of 4.5 to 5.0 kPa (n = 146) or PaO2 of 5.0 to 6.0 kPa (n = 356) did not materially change our observations (data not shown).
Classifier redevelopment following exclusion of samples contaminated with blood resulted in final assignments with only 6 8% of samples classified fuzzy and 4% or less as incorrect (misclassification).
In all cases pedigree information was used to control for genetic background by exclusion of samples sharing relatives within two generations.
In some cases fewer than 30 individuals per collection were genotyped due to the exclusion of samples that yielded low DNA concentrations and/or the isolation of fewer than 30 independent isolates (Table 2).
Additional screen specific exclusion of samples and covariate frequency distribution with corresponding geometric mean titer (GMT) of peak anti-HBs for each of the two sample sets are described below and are summarized in Table 1.
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Additional comparisons between specimens was hampered by the exclusion of sample results due to insufficient sample quality to perform sequencing, insufficient sample to perform the genotyping analysis or genotyping results indicating that the samples were not from the same individual.
After exclusion of repeat samples and samples from patients >14 years of age or with cystic fibrosis, chronic inflammatory bowel disease, leukemia, or a history of recent antimicrobial drug usage, 303 of 972 consecutive fecal samples remained for analysis.
These trace elements were subsequently analysed in 1552 samples (after exclusion of several samples due to visible contamination or other defects) from a total of 344 farms located in the seven areas (cf. Figure 1; Table 1).
PCA of field samples revealed garden samples clustered to the exclusion of dump samples separated primarily along Principal Component 1 (PC1) (Figure 4A).
The 18% technical exclusion rate of samples arrayed in this study hampers the diagnostic utility of microarray.
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