Experimental design and statistical rationale

HS Hailong Song
MC Mei Chen
CC Chen Chen
JC Jiankun Cui
CJ Catherine E. Johnson
JC Jianlin Cheng
XW Xiaowan Wang
RS Russell H. Swerdlow
RD Ralph G. DePalma
WX Weiming Xia
ZG Zezong Gu
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The experimental design incorporated four biological replicates for each group (total five groups: sham control, 3 and 24 h, and 7 and 30 DPI after blast), across two independent TMT 10-plex tagging experiments to examine brain cortex. In order to perform robust quantitative analysis between the two independent TMT 10-plex tagging experiments, we pooled two biological replicates from the sham group together as an index for two TMT tagging cross-batch analysis. All experimental groups in the studies were handled in a randomized, double-blinded manner. For quantification purposes, all proteomics data were normalized across all proteins within each 10-plex batch to eliminate the batch effect. Welch's test and t-distribution were performed with R function “t.test” for proteomics data, and other statistical comparisons were made by student's t test for two groups and by one way analysis of variance (ANOVA) test followed by Tukey test for multiple comparisons. GraphPad Prism (version 6 for Windows; GraphPad Software) were used to calculate the p values. The relative protein abundance ratios (fold changes) between blast and sham groups were calculated. As previously described, the changes in protein levels were considered significant if fold change was >1.0 (upregulated) or <1.0 (downregulated), and the p value was <0.05 in two independent experiments.20 The threshold of this open-field LIB was determined based on peak overpressure (46.6 kPa) as compared with literature reports (majority >100 kPa),6,21 and our previous pathological observations demonstrating the absence of macroscopic damage or necrosis in the presence of nanoscale ultrastructural injuries.5

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