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If there was a great collinearity (VIF>10), we removed the variable with great collinearity and reperformed the multivariable linear regression.
Sensitivity analysis model 1 (SAM 1) reperformed the primary analysis excluding two individuals due to high utilization of healthcare services (>100 days of stay in hospital or inpatient rehabilitation).
To confirm this, we reperformed the similar experiment and obtained the same result that Siah and pVHL could suppress the PAK1 expression and enhance the PUMA response to SF condition.
However, all took the approach of randomly subsampling from either the fastq or alignment file, and then reperforming the analysis, including the computationally intensive step of matching reads to genes, on each file.
Since underlying co-morbidities may be associated with altered HRV, we excluded patients with hypertension, diabetes, coronary artery disease, hypercholesterolemia, asthma and arthritis or fibromyalgia from both patient and control populations and reperformed the statistical analyses.
From the results obtained by the two cure survival CARTs, refined Cox cure regression was reperformed; the model included treatment, the baseline HAM-D score at DP and the interaction between the treatment and the baseline HAM-D score at DP into cured incidence, and gender and complication into uncured survivals.
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