Table 17.
Top statistically relevant GO biological processes ordered by combined score for NHBE cells using XGBoost.
| GO Biological Processes | p-value | c-score |
|---|---|---|
| regulation of integrin biosynthetic process (GO:0045113) | 1.32E-02 | 8352.53 |
| chronic inflammatory response (GO:0002544) | 1.32E-02 | 8352.53 |
| peptidyl-cysteine S-nitrosylation (GO:0018119) | 1.32E-02 | 8352.53 |
| astrocyte development (GO:0014002) | 1.32E-02 | 6499.56 |
| regulation of macromolecule biosynthetic process (GO:0010556) | 1.32E-02 | 6499.56 |
| astrocyte differentiation (GO:0048708) | 1.32E-02 | 5287.72 |
| leukocyte aggregation (GO:0070486) | 1.32E-02 | 4436.86 |
| peptidyl-cysteine modification (GO:0018198) | 1.32E-02 | 3808.55 |
| defense response to fungus (GO:0050832) | 3.05E-02 | 1111.12 |
| glial cell development (GO:0021782) | 3.05E-02 | 1006.18 |
| positive regulation of intrinsic apoptotic signaling pathway (GO:2001244) | 3.92E-02 | 589.61 |
| regulation of intrinsic apoptotic signaling pathway (GO:2001242) | 3.92E-02 | 425.07 |
| inorganic anion transport (GO:0015698) | 3.92E-02 | 405.46 |
| positive regulation of apoptotic signaling pathway (GO:2001235) | 3.92E-02 | 362.85 |
| pattern recognition receptor signaling pathway (GO:0002221) | 3.92E-02 | 347.96 |
| antimicrobial humoral immune response (GO:0061844) | 3.92E-02 | 327.57 |
| neutrophil chemotaxis (GO:0030593) | 3.92E-02 | 292.57 |
| response to molecule of bacterial origin (GO:0002237) | 3.92E-02 | 277.46 |
| granulocyte chemotaxis (GO:0071621) | 3.92E-02 | 277.46 |
| chloride transport (GO:0006821) | 3.92E-02 | 263.66 |
| positive regulation of growth (GO:0045927) | 3.92E-02 | 263.66 |
| neutrophil migration (GO:1990266) | 3.92E-02 | 259.33 |
| regulation of organelle organization (GO:0033043) | 3.92E-02 | 247.05 |
| activation of endopeptidase activity involved in apoptotic process (GO:0006919) | 3.92E-02 | 243.19 |
| positive regulation of neuron projection development (GO:0010976) | 3.92E-02 | 218.84 |