Section 4 Molecular subtypes
4.1 Subtypes and prognosis
Collectively considering the information obtained from unsupervised clustering and CNV-based stratification, we were able to categorize PAAD patients into four molecular subtypes:
repair-deficient
(the repair-deficient group with low CNV score)proliferation-active
(the repair-deficient group with high CNV score)repair-proficient
(the repair-proficient group with low CNV score)repair-enhanced
(the repair-proficient group with high CNV score; notably lacking the survival information for prognostic analysis)
Our identified subtypes were informative in prognosis (as shown in the figure): the best for repair-deficient patients, and the worse for repair-proficient and proliferation-active patients.
4.2 Repair-deficient patients
Comparing repair-deficient patients with high or low CNV score, we identified 203 genes with differential CNV (FDR < 0.05 on Wilcoxon rank sum test).
List of genes with differential CNV comparing repair-deficient patients with high CNV score (
CNVscoreH
) against repair-deficient patients with low CNV score (CNVscoreL
), with the columnlog(CNVscoreH / CNVscoreL)
indicative of log-transformed differential change.