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. 2024 Jul 7;14:15621. doi: 10.1038/s41598-024-66486-z

Table 3.

Likelihood Ratio test and AIC (Akaike Information Criterion) results.

Models Likelihood ratio test AIC Delta AIC#
Deviance Resid Df Resid Dev Pr(> Chi) Model age—model X Model age + yield—model X
NULL 58 77.94
Age 21.72 57 56.22 3.162e-06*** 60.22
Age + yield 8.92 56 47.3 0.002825** 53.30 6.92
Age + yield + ZNF296 10.90 55 36.4 0.0009606*** 44.40 15.82 8.90
Age + yield + KLF2 8.44 55 38.86 0.003670** 46.86 13.36 6.44
Age + yield + DUSP3 6.11 55 41.19 0.013421* 49.19 11.03 4.11
Age + yield + ASUN 4.78 55 42.53 0.028842* 50.53 9.69 2.78
Age + yield + GBP5 3.65 55 43.65 0.056105 51.65 8.57 1.65
Age + yield + PTPRC 3.11 55 44.19 0.077857 52.19 8.03 1.11
Age + yield + NEMF 2.98 55 44.32 0.084195 52.32 7.90 0.98
Age + yield + GBP6 1.71 55 45.60 0.191 53.60 6.63  − 0.29
Age + yield + C1QB 1.28 55 46.02 0.258 54.02 6.20  − 0.72
Age + yield + ARG1 0.60 55 46.70 0.438 54.70 5.52  − 1.40
Age + yield + GAS6 0.52 55 46.78 0.469 54.78 5.44  − 1.48
Age + yield + DHX29 0.08 55 47.22 0.778 55.22 5.00  − 1.92
Age + yield + CD64 0.01 55 47.30 0.931 55.30 4.93  − 1.99
Age + yield + BATF2 0.31 55 46.99 0.578 54.99 5.23  − 1.69

*Significant p-value for likelihood ratio test.

#A change in AIC of ≥ 5 is considered noticeable.

Values in bold refer to significant predictive models.