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 (2026-10-15) 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 GSM7816143 M M NA Agree 0.55 6.71 0.00 25.00 7.61 20.99 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.731465 0.189099 0.044511 0.034925 88.65 7.17 3.74 863 LP2 (2026-09-30) PASS NonPolyA_perM 863 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM7816144 M M NA Agree 0.46 6.23 0.00 24.83 7.63 21.07 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.698267 0.188703 0.046823 0.066207 85.00 10.33 4.23 1304 LP2 (2026-09-30) PASS NonPolyA_perM 1304 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM7816145 M M NA Agree 0.56 7.16 0.00 28.06 8.46 19.96 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.637777 0.235009 0.046362 0.080852 83.94 11.27 4.31 928 LP2 (2026-09-30) PASS NonPolyA_perM 928 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM7816146 M M NA Agree 1.02 8.67 0.00 28.12 9.72 21.55 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.667883 0.262473 0.044999 0.024645 89.01 5.86 4.64 873 LP2 (2026-09-30) PASS NonPolyA_perM 873 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not