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. 2024 Oct 26;10:125. doi: 10.1038/s41540-024-00425-6

Table 2.

Comparison of enriched pathways and biological processes (annotated by Hallmark molecular signatures database) at COPD stable-state and exacerbation conditions in presence or absence of bacterial infection

Pathways and biological processes (Hallmark MSigDB) Hallmark MSigDB systematic name Exacerbation, Bacteria-negative, average p value (88 samples) Exacerbation, Bacteria-positive, average p value (146 samples) Stable, Bacteria-negative, average p value (63 samples) Stable, Bacteria-positive, average p value (79 samples)
E2F_TARGETS M5925 NS 10-5 NS NS
ESTROGEN_RESPONSE_EARLY M5906 NS 7•10-3 NS NS
ESTROGEN_RESPONSE_LATE M5907 NS 6•10-4 NS NS
G2M_CHECKPOINT M5901 NS 10-7 NS NS
HEME_METABOLISM M5945 5•10-4 6•10-3 5•10-4 5•10-4
INTERFERON_ALPHA_RESPONSE M5911 2•10-6* 10-6* NS 2•10-4*
INTERFERON_GAMMA_RESPONSE M5913 5•10-10* 8•10-7* NS 2•10-4*
KRAS_SIGNALING_DN M5956 NS 4•10-3* NS NS
MITOTIC_SPINDLE M5893 NS 10-3 NS NS
OXIDATIVE_PHOSPHORYLATION M5936 NS 2•10-3 NS 2•10-3

Results of the multi-network gene community detection (MNGCD) analysis reported separately for stable-state and exacerbation conditions combined with presence (positive) and absence (negative) of bacterial infection. The p values of the hypergeometric enrichment are corrected by Benjamini-Hochberg method (significance p < 0.01). For multiple communities enriched with the same Hallmark term, the minimum p value for that repetition was taken and p values of the 20 iterations were then log-averaged (details in Supplementary information section 3).

COPD chronic obstructive pulmonary disease, MSigDB molecular signatures database, NS not significant.

*p value was significant in more than 80% of the iterations but floating.