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 GSM9168501 M M NA Agree 0.00 7.29 0.00 43.15 8.49 46.42 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.91788 0.054811 0.024556 0.002753 89.90 2.51 7.17 47 LP2 (2026-09-30) PASS NonPolyA_perM 47 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168502 M M NA Agree 0.00 4.61 0.00 34.17 7.60 39.70 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.912802 0.059985 0.025583 0.00163 91.05 2.28 6.25 57 LP2 (2026-09-30) PASS NonPolyA_perM 57 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168503 M M NA Agree 0.00 3.90 0.00 34.83 6.65 48.61 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911065 0.056939 0.024275 0.007721 90.68 2.92 6.00 62 LP2 (2026-09-30) PASS NonPolyA_perM 62 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168504 M M NA Agree 0.00 5.54 0.00 50.60 10.21 52.77 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.918524 0.05593 0.024099 0.001447 90.08 2.22 7.22 49 LP2 (2026-09-30) PASS NonPolyA_perM 49 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168505 M M NA Agree 0.00 5.58 0.00 60.92 7.64 45.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.913042 0.059602 0.025777 0.001578 90.19 2.55 6.73 85 LP2 (2026-09-30) PASS NonPolyA_perM 85 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168506 M M NA Agree 0.02 6.86 0.00 53.00 10.13 50.61 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.925884 0.049764 0.0232 0.001152 90.01 2.56 6.66 39 LP2 (2026-09-30) PASS NonPolyA_perM 39 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168507 M M NA Agree 0.00 3.11 0.00 34.41 8.20 40.37 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.886023 0.076762 0.028611 0.008604 87.25 3.30 8.47 98 LP2 (2026-09-30) PASS NonPolyA_perM 98 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168508 M M NA Agree 0.06 2.67 0.00 39.53 7.72 42.75 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.904343 0.065719 0.028167 0.001771 87.53 2.64 9.21 142 LP2 (2026-09-30) PASS NonPolyA_perM 142 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168509 M M NA Agree 0.00 4.86 0.00 68.32 7.41 44.27 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.917431 0.052417 0.02823 0.001922 87.35 3.05 8.72 117 LP2 (2026-09-30) PASS NonPolyA_perM 117 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168510 M M NA Agree 0.00 6.67 0.00 58.98 9.78 56.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915748 0.055154 0.027588 0.001509 87.19 2.65 9.36 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168511 M M NA Agree 0.00 2.21 0.00 33.65 7.05 45.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.89812 0.066492 0.028759 0.006629 87.22 3.30 8.62 128 LP2 (2026-09-30) PASS NonPolyA_perM 128 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9168512 M M NA Agree 0.00 3.63 0.00 35.65 8.36 37.04 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.886087 0.077409 0.028864 0.00764 86.89 3.16 9.07 149 LP2 (2026-09-30) PASS NonPolyA_perM 149 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does