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).

Table I

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 symbolGene nameFC BDP-value BD
OLFM4Olfactomedin 4−15.89.02E−33
LEFTY1Left-right determination factor 113.356.02E−35
LHFPL3LHFPL tetraspan subfamily member 314.041.04E−30
BRINP1BMP/retinoic acid inducible neural specific 112.584.87E−23
POSTNPeriostin−12.485.11E−39
SLC47A1Solute carrier family 47 member 1−11.877.01E−44
FGF1Fibroblast growth factor 1−10.972.13E−49
GABRA3Gamma-aminobutyric acid type A receptor alpha3 subunit−9.521.83E−52
COL17A1Collagen type XVII alpha-1 chain8.94.96E−30
TMEM154Transmembrane protein 1548.682.42E−40
Gene symbolGene nameFC BDP-value BD
OLFM4Olfactomedin 4−15.89.02E−33
LEFTY1Left-right determination factor 113.356.02E−35
LHFPL3LHFPL tetraspan subfamily member 314.041.04E−30
BRINP1BMP/retinoic acid inducible neural specific 112.584.87E−23
POSTNPeriostin−12.485.11E−39
SLC47A1Solute carrier family 47 member 1−11.877.01E−44
FGF1Fibroblast growth factor 1−10.972.13E−49
GABRA3Gamma-aminobutyric acid type A receptor alpha3 subunit−9.521.83E−52
COL17A1Collagen type XVII alpha-1 chain8.94.96E−30
TMEM154Transmembrane protein 1548.682.42E−40
Table I

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 symbolGene nameFC BDP-value BD
OLFM4Olfactomedin 4−15.89.02E−33
LEFTY1Left-right determination factor 113.356.02E−35
LHFPL3LHFPL tetraspan subfamily member 314.041.04E−30
BRINP1BMP/retinoic acid inducible neural specific 112.584.87E−23
POSTNPeriostin−12.485.11E−39
SLC47A1Solute carrier family 47 member 1−11.877.01E−44
FGF1Fibroblast growth factor 1−10.972.13E−49
GABRA3Gamma-aminobutyric acid type A receptor alpha3 subunit−9.521.83E−52
COL17A1Collagen type XVII alpha-1 chain8.94.96E−30
TMEM154Transmembrane protein 1548.682.42E−40
Gene symbolGene nameFC BDP-value BD
OLFM4Olfactomedin 4−15.89.02E−33
LEFTY1Left-right determination factor 113.356.02E−35
LHFPL3LHFPL tetraspan subfamily member 314.041.04E−30
BRINP1BMP/retinoic acid inducible neural specific 112.584.87E−23
POSTNPeriostin−12.485.11E−39
SLC47A1Solute carrier family 47 member 1−11.877.01E−44
FGF1Fibroblast growth factor 1−10.972.13E−49
GABRA3Gamma-aminobutyric acid type A receptor alpha3 subunit−9.521.83E−52
COL17A1Collagen type XVII alpha-1 chain8.94.96E−30
TMEM154Transmembrane protein 1548.682.42E−40

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