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 (2026-10-21) 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 GSM6523104 M M NA Agree 0.35 9.76 0.00 51.52 22.70 50.41 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.866856 0.099296 0.03201 0.001838 94.13 3.62 1.94 168 LP2 (2026-09-30) PASS NonPolyA_perM 168 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6523105 M M NA Agree 0.46 11.24 0.00 53.11 21.15 51.73 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.874942 0.091198 0.031476 0.002383 94.03 3.61 2.02 138 LP2 (2026-09-30) PASS NonPolyA_perM 138 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6523106 M M NA Agree 0.33 9.87 0.00 47.66 19.81 50.40 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.862388 0.102835 0.032185 0.002591 93.75 3.85 2.08 156 LP2 (2026-09-30) PASS NonPolyA_perM 156 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6523107 M M NA Agree 0.41 7.74 0.00 45.69 19.61 47.44 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.871286 0.094984 0.032156 0.001574 94.39 3.51 1.80 148 LP2 (2026-09-30) PASS NonPolyA_perM 148 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6523108 M M NA Agree 0.43 8.64 0.00 48.15 18.74 50.02 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877437 0.088624 0.03159 0.00235 94.41 3.54 1.75 163 LP2 (2026-09-30) PASS NonPolyA_perM 163 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6523109 M M NA Agree 0.42 11.17 0.00 60.99 22.95 58.14 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.856606 0.106951 0.034011 0.002432 94.33 3.41 1.95 164 LP2 (2026-09-30) PASS NonPolyA_perM 164 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6744022 M M NA Agree 0.49 13.16 0.00 61.94 22.02 52.20 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.868394 0.096336 0.031633 0.003637 93.73 3.99 1.95 174 LP2 (2026-09-30) PASS NonPolyA_perM 174 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6744023 M M NA Agree 0.25 8.37 0.00 42.50 18.67 47.04 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.868186 0.097894 0.031526 0.002394 93.37 4.19 2.08 185 LP2 (2026-09-30) PASS NonPolyA_perM 185 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM6744024 M M NA Agree 0.25 9.17 0.00 43.66 19.16 46.38 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.866704 0.099841 0.03134 0.002115 92.97 4.58 2.10 148 LP2 (2026-09-30) PASS NonPolyA_perM 148 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does