Table 5. Nodes in combination with molecular characterization improve DFS modeling.
Population | Modulator | Modulation time, minutes | Antibody | Metric | P Model* ‡ | P Node† | P MolChar† | P interaction term† ∥ |
Leukemic§ | FLT3L | 10 | p-S6 | log2 fold | 0.027 | 0.090 | 0.191 | 0.025 |
FLT3L | 15 | p-S6 | log2 fold | 0.007 | 0.059 | 0.242 | 0.012 | |
G-CSF | 15 | p-STAT3 | log2 fold | 0.108 | 0.158 | 0.681 | 0.054 | |
PMA | 15 | p-ERK | log2 fold | 0.023 | 0.083 | 0.134 | 0.021 | |
PMA | 15 | p-S6 | log2 fold | 0.003 | 0.015 | 0.096 | 0.002 | |
SCF | 15 | p-S6 | log2 fold | 0.038 | 0.195 | 0.519 | 0.042 | |
Leukemic | AraC+Dauno | 1440 | CD34 | Uu | 0.004 | 0.008 | 0.006 | 0.001 |
AraC+Dauno | 1440 | cPARP | Uu | 0.018 | 0.032 | 0.012 | 0.006 | |
AraC+Dauno | 1440 | p-Chk2 | Uu | 0.068 | 0.055 | 0.029 | 0.019 | |
Etopo | 1440 | cPARP | Uu | 0.030 | 0.045 | 0.018 | 0.009 | |
Etopo | 1440 | p-Chk2 | Uu | 0.132 | 0.098 | 0.057 | 0.042 |
The table displays the p-values for the models (P Model) as well as the components: node (P Node), molecular characterization (P MolChar), and the interaction term (P interaction term).
p-S6 indicates phosphorylated S6 ribosomal protein; G.CSF, granulocyte colony-stimulating factor; p-STAT3, phosphorylated signal transducer and activator of transcription 3; PMA, phorbol myristate acetate; p-ERK, phosphorylated endoplasmic reticulum kinase; SCF, Skp, Cullin, and F-box containing complex; CD34, cluster of differentiation 34; cPARP, cleaved poly(ADP-ribose) polymerase; and p-Chk2, phosphorylated checkpoint 2 protein kinase.
Sample size n = 39 for each row
Wald test used.
t-test (H0:Slope = 0). Significant p-value suggests influence of model component on hazard ratio.
Log of hazard ratio fit of MolChar plus node with interaction term using Cox Proportional -hazards regression: log h(t) = β0+β1*FLT3 ITD+β2*node+β2*node*FLT3 ITD.
Signaling examined in non-apoptotic Leukemic cells (cPARP negative).
Interaction term included in model to evaluate simultaneous influence of MolChar and node on hazard ratio.