Table 3.
Meta-analysis results of prediction error (log10 POD ratio) and correlation statistics for six-cell-type dataset consisting of 15 chemicals. The correlation statistics are analyzed between in vitro PODs and in vivo PODs.
| in vivo vs. ToxCast PODs | in vivo vs. Six-cell-type PODs | |||||||
|---|---|---|---|---|---|---|---|---|
|
|
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| Pooled log10 POD ratio (CI) [PI] | I2 (%) | tau | ρ | Pooled log10 POD ratio (CI) [PI] | I2 (%) | tau | ρ | |
| Reg | −1.30 (−1.96, −0.64) | 84.60 | 1.43 | −0.31 | −0.90 (−1.61, −0.19) | 86.80 | 1.56 | 0.13 |
| PODA | [−3.74, 1.14] | [−3.56, 1.76] | ||||||
| Reg | −0.47 (−1.08, 0.14) | 82.20 | 1.31 | −0.26 | −0.07 (−0.67, 0.53) | 81.40 | 1.27 | 0.11 |
| PODH | [−2.71, 1.77] | [−2.25, 2.11] | ||||||
| BMA | −1.33 (−2.12, −0.54) | 97.60 | 1.81 | −0.04 | −0.94 (−1.73, −0.14) | 97.60 | 1.82 | 0.53 |
| BMDA | [−4.42, 1.75] | [−4.03, 2.15] | ||||||
| BMA | −0.57 (−1.35, 0.20) | 95.50 | 1.78 | 0.08 | −0.18 (−0.93, 0.58) | 95.20 | 1.72 | 0.41 |
| BMDH | [−3.58, 2.43] | [−3.10, 2.75] | ||||||
Abbreviations: Reg PODA = original regulatory POD in animal dose units; Reg PODH = original regulatory POD converted to human equivalent dose units; BMA BMDA = Bayesian model averaging-based benchmark dose in animal dose units; BMA BMDH = Bayesian model averaging-based benchmark dose converted to human equivalent dose units; log10 POD ratio = log10(in vitro POD/in vivo POD); CI: 90% confidence interval on the average log10 POD ratio; PI: 90% prediction interval for a new random chemical; I2 = statistic describing the percentage of variation across chemicals that is due to inter-chemical variability rather than uncertainty in individual PODs; tau = estimated random effects standard deviation for the inter-chemical variability in log10 POD ratio; ρ = Spearman correlation coefficient of log10(in vitro POD) vs. log10(in vivo POD).