Table 1.
Type of transcript | Number of available transcripts | Number of differentially regulated transcripts | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Annotated or predicted | Filtereda | P value approachb | Fold change approachc | ||||||||||
Top 5% | Top 3% | ||||||||||||
PE | FGR | Shared | PE & FGR each | Shared by PE and FGR | PE & FGR each | Shared by PE and FGR | |||||||
Same direction | Opposite direction | P valued | Same direction | Opposite direction | P valued | ||||||||
Protein-coding | 19,808 | 15,257 | 785 | 32 | 3 | 250 | 92 | 3 | 30.9 × 10−62 | 150 | 57 | 1 | 20.2 × 10−52 |
Novel protein-coding | 2783 | 2774 | 157 | 1 | 0 | 45 | 19 | 0 | 60.8 × 10−16 | 27 | 11 | 0 | 70.3 × 10−12 |
lincRNA | 7672 | 1741 | 28 | 2 | 0 | 29 | 11 | 1 | 80.3 × 10−9 | 17 | 4 | 0 | 80.3 × 10−4 |
Novel lincRNA | 133 | 131 | 6 | 0 | 0 | 7 | 3 | 0 | 30.0 × 10−3 | 4 | 2 | 0 | 40.1 × 10−3 |
circRNA | 3279 | 1879 | 2 | 0 | 0 | 31 | 9 | 0 | 20.6 × 10−6 | 18 | 6 | 0 | 20.2 × 10−6 |
miRNA | 2588 | 615 | 12 | 0 | 0 | 10 | 2 | 0 | 00.075 | 6 | 0 | 0 | >0.99 |
Novel miRNA | 141 | 26 | 0 | 0 | 0 | 1 | 0 | 0 | >0.99 | 1 | 0 | 0 | >0.99 |
piRNA | 32,235 | 286 | 0 | 0 | 0 | 5 | 1 | 2 | 00.24 | 3 | 0 | 1 | >0.99 |
sncRNA | 2874 | 177 | 2 | 0 | 0 | 3 | 0 | 0 | >0.99 | 2 | 0 | 0 | >0.99 |
Novel small-RNA | 18,511 | 706 | 43 | 0 | 0 | 12 | 1 | 0 | 00.42 | 7 | 1 | 0 | 00.16 |
aTanscripts passing following filters: (1) RPM (Reads Per Million mapped reads) ≥0.2 for non-circRNA; count ≥ 5 for circRNA, (2) present in >10% of the cohort, (3) found in both the FGR and PE cohorts, and (4) genes not on chrY and chrMT.
bP values were adjusted (Benjamini–Hochberg correction method at false discovery rate (FDR) ≤ 5%) based on the original two-sided P values reported from DESeq2.
cFold changes were obtained from bootstrap sampling of cases and controls. The most abundant transcripts were used: the 5000 most abundant protein-coding transcripts were selected from 15,257 transcripts passing the filters described above and the same fraction (i.e., 5000/15257) was selected from the other transcript types.
dBased on the Fisher’s exact test (two-sided).
Lists of differentially regulated transcripts in this table are available at https://www.obgyn.cam.ac.uk/placentome/.