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 GSM4954072 not_specified M NA Conflict 0.02 15.47 0.00 40.39 16.82 43.11 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.548767 0.4015 0.048318 0.001415 90.38 1.90 7.30 673 LP2 (2026-09-30) PASS NonPolyA_perM 673 is between 350 and 700, outside the range of every calibration study; check the study methods GSM4954073 not_specified M NA Conflict 0.05 13.30 0.00 41.36 14.68 42.85 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.511226 0.438714 0.04863 0.00143 93.25 1.74 4.63 659 LP2 (2026-09-30) PASS NonPolyA_perM 659 is between 350 and 700, outside the range of every calibration study; check the study methods GSM4954074 not_specified M NA Conflict 0.04 14.48 0.00 24.14 13.12 54.08 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.550774 0.385917 0.052694 0.010614 90.42 3.74 5.35 1117 LP2 (2026-09-30) PASS NonPolyA_perM 1117 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM4954075 not_specified M NA Conflict 0.10 16.17 0.00 27.06 13.01 49.01 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.546239 0.386004 0.054881 0.012876 91.01 3.88 4.63 1064 LP2 (2026-09-30) PASS NonPolyA_perM 1064 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM4954076 not_specified M NA Conflict 0.06 17.24 0.00 33.64 17.11 53.47 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.504881 0.431067 0.051314 0.012737 92.21 3.57 3.79 1017 LP2 (2026-09-30) PASS NonPolyA_perM 1017 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM4954077 not_specified M NA Conflict 0.11 17.92 0.00 30.92 17.04 53.40 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.499605 0.43476 0.054324 0.01131 92.17 3.52 3.87 1036 LP2 (2026-09-30) PASS NonPolyA_perM 1036 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not