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 GSM8981916 M M NA Agree 0.07 7.69 0.00 38.39 20.08 53.19 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.800327 0.128515 0.061229 0.00993 89.55 6.41 2.49 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981917 M M NA Agree 0.00 6.19 0.00 44.39 16.03 75.44 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.826271 0.104991 0.062953 0.005784 91.30 6.64 0.48 77 LP2 (2026-09-30) PASS NonPolyA_perM 77 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981918 M M NA Agree 0.01 7.21 0.00 46.14 17.75 73.16 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.802624 0.127297 0.063513 0.006567 90.33 6.14 2.00 84 LP2 (2026-09-30) PASS NonPolyA_perM 84 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981919 M M NA Agree 0.00 4.38 0.00 31.05 12.84 50.02 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.830608 0.099734 0.063896 0.005762 90.43 6.74 1.29 67 LP2 (2026-09-30) PASS NonPolyA_perM 67 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981920 M M NA Agree 0.02 7.01 0.00 40.49 18.74 71.13 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.8207 0.107244 0.063182 0.008874 91.60 6.62 0.28 72 LP2 (2026-09-30) PASS NonPolyA_perM 72 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981921 M M NA Agree 0.02 6.95 0.00 43.24 21.12 70.12 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.80628 0.124107 0.064274 0.00534 92.04 6.00 0.41 96 LP2 (2026-09-30) PASS NonPolyA_perM 96 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981922 M M NA Agree 0.00 6.66 0.00 41.96 15.73 67.18 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.819499 0.109032 0.063492 0.007977 91.48 6.68 0.29 70 LP2 (2026-09-30) PASS NonPolyA_perM 70 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981923 M M NA Agree 0.02 6.72 0.00 44.33 16.97 60.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.812181 0.118758 0.063492 0.005569 92.07 6.20 0.24 71 LP2 (2026-09-30) PASS NonPolyA_perM 71 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981924 M M NA Agree 0.01 8.88 0.00 48.92 18.53 79.08 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.781709 0.146351 0.066811 0.005129 91.99 6.09 0.31 97 LP2 (2026-09-30) PASS NonPolyA_perM 97 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981925 M M NA Agree 0.03 6.63 0.00 45.33 19.20 72.50 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.796835 0.133612 0.065248 0.004305 91.69 6.07 0.63 89 LP2 (2026-09-30) PASS NonPolyA_perM 89 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981926 M M NA Agree 0.03 8.40 0.00 42.34 18.49 78.91 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.795712 0.133442 0.066607 0.00424 92.18 5.86 0.40 81 LP2 (2026-09-30) PASS NonPolyA_perM 81 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981927 M M NA Agree 0.03 5.99 0.00 39.44 15.67 61.42 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.792272 0.13584 0.066492 0.005396 91.51 6.30 0.52 81 LP2 (2026-09-30) PASS NonPolyA_perM 81 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981928 M M NA Agree 0.02 6.78 0.00 42.14 16.06 67.52 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.819913 0.112501 0.06257 0.005016 91.71 6.35 0.50 74 LP2 (2026-09-30) PASS NonPolyA_perM 74 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981929 M M NA Agree 0.00 3.21 0.00 24.38 22.13 44.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.851153 0.09835 0.048702 0.001796 96.12 1.90 1.71 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981930 M M NA Agree 0.00 6.56 0.00 34.38 26.76 58.03 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.826824 0.118821 0.053694 0.00066 95.35 1.72 2.65 112 LP2 (2026-09-30) PASS NonPolyA_perM 112 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981931 M M NA Agree 0.00 5.72 0.00 33.71 24.61 64.25 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.846067 0.101376 0.051676 0.000882 95.76 1.79 2.19 85 LP2 (2026-09-30) PASS NonPolyA_perM 85 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981932 M M NA Agree 0.02 4.54 0.00 30.78 23.22 45.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.843392 0.105336 0.049805 0.001468 96.18 1.82 1.74 78 LP2 (2026-09-30) PASS NonPolyA_perM 78 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981933 M M NA Agree 0.01 4.52 0.00 28.57 24.09 49.71 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.851885 0.097188 0.050165 0.000761 95.61 1.81 2.29 84 LP2 (2026-09-30) PASS NonPolyA_perM 84 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981934 M M NA Agree 0.00 4.39 0.00 29.23 23.81 54.20 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.839729 0.106713 0.051889 0.00167 95.76 1.88 2.09 93 LP2 (2026-09-30) PASS NonPolyA_perM 93 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981935 M M NA Agree 0.00 4.55 0.00 32.37 24.59 53.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.846243 0.10041 0.051396 0.001951 95.46 1.91 2.35 90 LP2 (2026-09-30) PASS NonPolyA_perM 90 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981936 M M NA Agree 0.00 4.19 0.00 30.35 24.90 51.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.838378 0.108145 0.051496 0.001981 95.75 1.90 2.10 92 LP2 (2026-09-30) PASS NonPolyA_perM 92 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981937 M M NA Agree 0.00 5.34 0.00 27.63 26.03 50.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.839713 0.10644 0.052609 0.001237 95.80 1.84 2.08 92 LP2 (2026-09-30) PASS NonPolyA_perM 92 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981938 M M NA Agree 0.01 7.14 0.00 36.06 29.75 61.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.826613 0.117918 0.054603 0.000866 95.42 1.73 2.56 92 LP2 (2026-09-30) PASS NonPolyA_perM 92 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981939 M M NA Agree 0.01 5.21 0.00 34.80 24.73 57.51 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.840555 0.106198 0.052004 0.001243 95.54 1.83 2.35 88 LP2 (2026-09-30) PASS NonPolyA_perM 88 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8981940 M M NA Agree 0.01 2.95 0.00 16.41 20.04 46.75 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.850485 0.095899 0.053072 0.000544 95.26 1.98 2.47 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does