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 GSM9038839 M M NA Agree 0.00 3.88 0.00 35.38 5.18 49.67 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.945018 0.031708 0.019264 0.00401 88.40 2.05 9.32 41 LP2 (2026-09-30) PASS NonPolyA_perM 41 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038840 M M NA Agree 0.00 4.27 0.00 43.57 5.63 48.55 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.947328 0.029987 0.019294 0.003391 86.22 1.95 11.63 33 LP2 (2026-09-30) PASS NonPolyA_perM 33 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038841 M M NA Agree 0.00 4.65 0.00 46.02 7.01 53.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.939756 0.03526 0.021128 0.003856 85.98 1.93 11.87 38 LP2 (2026-09-30) PASS NonPolyA_perM 38 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038842 M M NA Agree 0.00 3.59 0.00 32.85 6.62 47.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.940894 0.036182 0.018989 0.003934 86.44 1.91 11.48 41 LP2 (2026-09-30) PASS NonPolyA_perM 41 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038843 M M NA Agree 0.00 4.83 0.00 48.94 5.75 46.02 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.939073 0.036335 0.021359 0.003233 86.55 1.89 11.17 38 LP2 (2026-09-30) PASS NonPolyA_perM 38 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038844 M M NA Agree 0.00 5.41 0.00 90.37 3.68 68.45 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.929353 0.041469 0.026842 0.002336 88.02 2.21 9.37 91 LP2 (2026-09-30) PASS NonPolyA_perM 91 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038845 M M NA Agree 0.00 8.52 0.00 83.22 8.58 70.33 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937772 0.038017 0.021712 0.002498 89.64 1.96 8.05 60 LP2 (2026-09-30) PASS NonPolyA_perM 60 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038846 M M NA Agree 0.00 5.66 0.00 55.46 6.03 54.29 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.943798 0.032723 0.020044 0.003435 88.96 1.88 8.94 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038847 M M NA Agree 0.00 6.11 0.00 70.42 9.05 70.66 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.923233 0.046324 0.02755 0.002893 86.48 2.43 10.65 64 LP2 (2026-09-30) PASS NonPolyA_perM 64 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038848 M M NA Agree 0.00 7.56 0.00 78.32 8.40 77.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.927155 0.046365 0.024108 0.002372 85.48 2.17 12.04 61 LP2 (2026-09-30) PASS NonPolyA_perM 61 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038849 M M NA Agree 0.00 6.18 0.00 66.11 7.21 54.99 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.94128 0.034846 0.021095 0.00278 87.48 1.84 10.44 40 LP2 (2026-09-30) PASS NonPolyA_perM 40 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038850 M M NA Agree 0.01 5.23 0.00 45.00 9.60 56.49 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.919594 0.045953 0.031057 0.003396 85.83 2.27 11.54 75 LP2 (2026-09-30) PASS NonPolyA_perM 75 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038851 M M NA Agree 0.44 7.73 0.00 47.66 16.05 72.73 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.895406 0.067591 0.032728 0.004275 87.48 2.53 9.73 147 LP2 (2026-09-30) PASS NonPolyA_perM 147 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038852 M M NA Agree 0.01 2.48 0.00 13.44 2.86 14.76 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.891864 0.080512 0.017065 0.010559 81.01 11.14 7.12 117 LP2 (2026-09-30) PASS NonPolyA_perM 117 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038853 M M NA Agree 0.31 8.10 0.00 47.89 17.42 68.70 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.88902 0.074058 0.032226 0.004696 88.01 2.49 9.24 165 LP2 (2026-09-30) PASS NonPolyA_perM 165 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038854 M M NA Agree 0.03 8.29 0.00 47.49 13.78 65.08 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.894621 0.06846 0.033156 0.003763 87.90 2.47 9.34 112 LP2 (2026-09-30) PASS NonPolyA_perM 112 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038855 M M NA Agree 0.06 6.80 0.00 41.41 15.02 82.41 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.903141 0.065054 0.028372 0.003433 88.13 2.70 8.96 163 LP2 (2026-09-30) PASS NonPolyA_perM 163 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038856 M M NA Agree 0.82 6.08 0.00 41.72 14.29 73.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.905042 0.056284 0.032116 0.006558 86.18 2.74 10.77 124 LP2 (2026-09-30) PASS NonPolyA_perM 124 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038857 M M NA Agree 0.15 7.66 0.00 42.64 15.02 64.69 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.886786 0.071311 0.036677 0.005226 86.16 2.82 10.67 162 LP2 (2026-09-30) PASS NonPolyA_perM 162 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9038858 M M NA Agree 0.06 4.13 0.00 28.95 6.48 52.55 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.864752 0.098644 0.027016 0.009588 86.93 3.72 9.03 207 LP2 (2026-09-30) PASS NonPolyA_perM 207 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does