When significant DEG lists before (3591 transcripts) and after (1211) deconvolution analysis were compared, 946 transcripts came out significant in both approaches (Fig. 6, Supplementary Tables SIII and SIV) and therefore were considered as genes with the true expression change in MSE compared to ESE. There were 2645 transcripts, which are almost 74% from all DE transcripts identified without deconvolution, not considered significantly differentially expressed after adjustment for tissue cellular composition (Fig. 6; Supplementary Table SIII). Of these, the genes with the highest expression change between MSE and ESE in whole tissue (Log2FC > 3), yet not differentially expressed after deconvolution, are presented in the Table I. Moreover, 265 transcripts came out significant only after deconvolution was applied (Fig. 6; Supplementary Table SIV).
Top significantly differentially expressed genes in endometrial whole-tissue samples, that remained sub-significant after deconvolution analysis. FC - average expression fold change between mid-secretory and early secretory samples. P-value—Bonferroni P-value. BD—before deconvolution.
Gene symbol . | Gene name . | FC BD . | P-value BD . |
---|---|---|---|
OLFM4 | Olfactomedin 4 | −15.8 | 9.02E−33 |
LEFTY1 | Left-right determination factor 1 | 13.35 | 6.02E−35 |
LHFPL3 | LHFPL tetraspan subfamily member 3 | 14.04 | 1.04E−30 |
BRINP1 | BMP/retinoic acid inducible neural specific 1 | 12.58 | 4.87E−23 |
POSTN | Periostin | −12.48 | 5.11E−39 |
SLC47A1 | Solute carrier family 47 member 1 | −11.87 | 7.01E−44 |
FGF1 | Fibroblast growth factor 1 | −10.97 | 2.13E−49 |
GABRA3 | Gamma-aminobutyric acid type A receptor alpha3 subunit | −9.52 | 1.83E−52 |
COL17A1 | Collagen type XVII alpha-1 chain | 8.9 | 4.96E−30 |
TMEM154 | Transmembrane protein 154 | 8.68 | 2.42E−40 |
Gene symbol . | Gene name . | FC BD . | P-value BD . |
---|---|---|---|
OLFM4 | Olfactomedin 4 | −15.8 | 9.02E−33 |
LEFTY1 | Left-right determination factor 1 | 13.35 | 6.02E−35 |
LHFPL3 | LHFPL tetraspan subfamily member 3 | 14.04 | 1.04E−30 |
BRINP1 | BMP/retinoic acid inducible neural specific 1 | 12.58 | 4.87E−23 |
POSTN | Periostin | −12.48 | 5.11E−39 |
SLC47A1 | Solute carrier family 47 member 1 | −11.87 | 7.01E−44 |
FGF1 | Fibroblast growth factor 1 | −10.97 | 2.13E−49 |
GABRA3 | Gamma-aminobutyric acid type A receptor alpha3 subunit | −9.52 | 1.83E−52 |
COL17A1 | Collagen type XVII alpha-1 chain | 8.9 | 4.96E−30 |
TMEM154 | Transmembrane protein 154 | 8.68 | 2.42E−40 |
Top significantly differentially expressed genes in endometrial whole-tissue samples, that remained sub-significant after deconvolution analysis. FC - average expression fold change between mid-secretory and early secretory samples. P-value—Bonferroni P-value. BD—before deconvolution.
Gene symbol . | Gene name . | FC BD . | P-value BD . |
---|---|---|---|
OLFM4 | Olfactomedin 4 | −15.8 | 9.02E−33 |
LEFTY1 | Left-right determination factor 1 | 13.35 | 6.02E−35 |
LHFPL3 | LHFPL tetraspan subfamily member 3 | 14.04 | 1.04E−30 |
BRINP1 | BMP/retinoic acid inducible neural specific 1 | 12.58 | 4.87E−23 |
POSTN | Periostin | −12.48 | 5.11E−39 |
SLC47A1 | Solute carrier family 47 member 1 | −11.87 | 7.01E−44 |
FGF1 | Fibroblast growth factor 1 | −10.97 | 2.13E−49 |
GABRA3 | Gamma-aminobutyric acid type A receptor alpha3 subunit | −9.52 | 1.83E−52 |
COL17A1 | Collagen type XVII alpha-1 chain | 8.9 | 4.96E−30 |
TMEM154 | Transmembrane protein 154 | 8.68 | 2.42E−40 |
Gene symbol . | Gene name . | FC BD . | P-value BD . |
---|---|---|---|
OLFM4 | Olfactomedin 4 | −15.8 | 9.02E−33 |
LEFTY1 | Left-right determination factor 1 | 13.35 | 6.02E−35 |
LHFPL3 | LHFPL tetraspan subfamily member 3 | 14.04 | 1.04E−30 |
BRINP1 | BMP/retinoic acid inducible neural specific 1 | 12.58 | 4.87E−23 |
POSTN | Periostin | −12.48 | 5.11E−39 |
SLC47A1 | Solute carrier family 47 member 1 | −11.87 | 7.01E−44 |
FGF1 | Fibroblast growth factor 1 | −10.97 | 2.13E−49 |
GABRA3 | Gamma-aminobutyric acid type A receptor alpha3 subunit | −9.52 | 1.83E−52 |
COL17A1 | Collagen type XVII alpha-1 chain | 8.9 | 4.96E−30 |
TMEM154 | Transmembrane protein 154 | 8.68 | 2.42E−40 |
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