Table 3.
NeoAge clock estimations for post-menstrual age (PMA) and post-natal age (PNA)
Tissue | Array | Birth term | GA (weeks) | N | NeoAge PMAỻ | Knight | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
* | Median error† | Median res§ | Mean diff‡ | * | Median error† | Median res§ | Mean diff‡ | |||||
Post-menstrual age (weeks) estimation | ||||||||||||
Blood spot | 450K | Term | 39.36 ± 1.91 | 253 | 0.18 | 4.72 | 0.29 | − 4.71 | 0.35 | 1.11 | 0.96 | − 0.08 |
EPIC | Term | 38.73 ± 1.60 | 176 | 0.27 | 3.08 | 0.21 | − 2.85 | 0.48 | 0.89 | 0.91 | − 0.32 | |
EPIC | Preterm | 25.65 ± 1.27 | 272 | 0.27 | 8.31 | 0.29 | 8.53 | 0.57 | 2.52 | 1.01 | 2.52 |
Tissue | Array | Birth term | GA (weeks) | N | NeoAge PMAỻ | Lee | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
* | Median error† | Median res§ | Mean diff‡ | * | Median error† | Median res§ | Mean diff‡ | |||||
Placenta | EPIC | Term | 38.79 ± 1.18 | 121 | 0.16 | 1.91 | 0.39 | − 2.01 | 0.36 | 0.88 | 0.76 | − 0.32 |
Preterm | 25.68 ± 1.25 | 399 | 0.15 | 9.88 | 0.36 | 10.13 | 0.6 | 2.50 | 0.93 | 2.59 |
Tissue | Array | Birth term | GA (weeks) | N | NeoAge PMAỻ | Knight | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
* | Median error† | Median res§ | Mean diff‡ | * | Median error† | Median res§ | Mean diff‡ | |||||
Buccal cells | EPIC | Term | 38.13 ± 1.09 | 72 | 0.44 | 0.98 | 0.44 | − 0.87 | 0.25 | 11.01 | 0.59 | − 10.96 |
Buccal cells¶ | EPIC | Preterm | 26.63 ± 1.89 | 480 | 0.99 | 0.71 | 0.23 | − 0.78 | − 0.06 | 2.00 | 0.74 | − 0.75 |
Tissue | Array | Birth term | Age (weeks) | N | NeoAge PNA (weeks) | PedBE (weeks) | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
* | Median error† | Median res§ | Mean diff‡ | * | Median error† | Median res§ | Mean diff‡ | |||||
Post-natal age (weeks) estimation | ||||||||||||
Buccal cells | EPIC | Term | 0.52 ± 0.75 | 72 | − 0.02 | 7.35 | 0.65 | 7.44 | 0.12 | 2.66 | 2.53 | 2.30 |
Buccal cells¶ | EPIC | Preterm | 12.14 ± 4.52 | 480 | 1 | 1.00 | 0.20 | − 1.19 | 0.62 | 4.46 | 4.70 | 3.38 |
*Spearman correlation between predicted epigenetic age and observed gestational age/chronological age
†Median of the absolute difference between the predicted age and the observed age (weeks for gestational age and years for chronological age)
§Median of the absolute residuals from regressing the predicted epigenetic age onto the observed age (weeks for gestational age and years for chronological age)
‡Mean of the signed difference between the predicted age and the observed age (weeks for gestational age and years for chronological age)
CBMC Cord blood mononuclear cells, GA gestational age, PBMC Peripheral blood mononuclear cells
¶Training data used in developing NeoAge clock
ỻThe observed PMA was calculated as the sum of gestational age and the time elapsed after birth in weeks