Workflow: expression values from HPC RGD workflow (processed before workflow 2.1); computed sex, strand and library prep added by RGD attribute backfill 1.0 (2026-10-22) using the workflow 2.1 rules. Note: ComputedSex is called from sex-gene expression: R = (Xist TPM + 1) / (median TPM of Uty, Ddx3y, Kdm5d and Eif2s3y + 1); R >= 10 is called F, R <= 1 is called M, and other values, or samples where Xist and the Y-gene median are both below 1 TPM, are Undetermined. Females express Xist and males the Y-linked genes. Sry is reported but not used in the calculation. XYRatio (X:Y read coverage) is shown for reference only. Agreement compares ComputedSex with InputSex (submitted to GEO). SampleID InputSex ComputedSex XYRatio Agreement Xist Uty Sry Ddx3y Kdm5d Eif2s3y ComputedStrand ComputedLibraryPrep PctMRNA PctIntronic PctIntergenic PctRibosomal UniqPct MultiPct TooShortPct NonPolyA_perM LibraryPrepRule LibraryPrepQC LibraryPrepReason GSM3754029 M M NA Agree 0.17 8.31 0.00 17.01 9.74 42.00 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.601954 0.324775 0.060401 0.01287 91.97 4.50 3.14 835 LP2 (2026-09-30) PASS NonPolyA_perM 835 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM3754030 M M NA Agree 0.20 8.79 0.00 16.36 9.46 43.14 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.607712 0.315851 0.060923 0.015514 91.66 4.72 3.20 858 LP2 (2026-09-30) PASS NonPolyA_perM 858 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM3754031 M M NA Agree 0.24 10.16 0.00 20.09 11.08 45.25 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.590239 0.326829 0.061064 0.021868 91.32 5.08 3.16 887 LP2 (2026-09-30) PASS NonPolyA_perM 887 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM3754032 M M NA Agree 0.20 8.58 0.00 16.58 8.17 50.36 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.674357 0.257854 0.058856 0.008933 91.81 4.20 3.57 815 LP2 (2026-09-30) PASS NonPolyA_perM 815 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM3754033 M M NA Agree 0.16 9.20 0.00 15.20 9.33 54.86 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.646694 0.285887 0.060517 0.006902 92.32 3.92 3.34 712 LP2 (2026-09-30) PASS NonPolyA_perM 712 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM3754034 M M NA Agree 0.35 12.96 0.12 21.59 11.42 49.06 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.584533 0.350826 0.05719 0.007452 92.81 3.36 3.42 582 LP2 (2026-09-30) PASS NonPolyA_perM 582 is between 350 and 700, outside the range of every calibration study; check the study methods