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 (2026-10-20) 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). For 1 sample processed before workflow 2.1, ComputedSex is the earlier curated call, kept after review where it differed from the rule above. 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 GSM4150442 M M NA Agree 0.00 5.42 0.00 22.29 14.68 55.99 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.771944 0.161853 0.053488 0.012715 90.57 3.91 4.82 146 LP2 (2026-09-30) PASS NonPolyA_perM 146 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150443 M M NA Agree 0.00 2.79 0.00 19.43 7.53 53.92 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.856689 0.085356 0.049247 0.008708 90.24 4.02 4.83 91 LP2 (2026-09-30) PASS NonPolyA_perM 91 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150444 M M NA Agree 0.40 2.29 0.00 10.04 5.75 41.68 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.819483 0.124918 0.04875 0.006849 90.55 3.59 4.93 109 LP2 (2026-09-30) PASS NonPolyA_perM 109 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150445 F F NA Agree 116.11 0.00 0.00 0.00 0.02 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.774981 0.165888 0.053419 0.005712 92.74 2.93 3.61 142 LP2 (2026-09-30) PASS NonPolyA_perM 142 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150446 F F NA Agree 90.38 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.774945 0.167488 0.053714 0.003852 91.55 2.78 4.88 122 LP2 (2026-09-30) PASS NonPolyA_perM 122 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150447 F F NA Agree 97.68 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.775557 0.168596 0.052483 0.003364 91.28 2.69 5.25 120 LP2 (2026-09-30) PASS NonPolyA_perM 120 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150448 F F NA Agree 62.64 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.807542 0.137853 0.049476 0.005129 93.38 3.12 2.86 138 LP2 (2026-09-30) PASS NonPolyA_perM 138 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150449 F F NA Agree 83.47 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.770118 0.173444 0.051996 0.004443 91.49 2.91 4.83 136 LP2 (2026-09-30) PASS NonPolyA_perM 136 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150450 M M NA Agree 0.01 3.19 0.00 19.88 5.55 45.22 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.76806 0.176658 0.049951 0.005331 88.12 3.32 6.97 166 LP2 (2026-09-30) PASS NonPolyA_perM 166 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150451 M M NA Agree 0.00 6.53 0.00 27.90 12.32 66.80 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.846928 0.096022 0.049632 0.007417 90.33 3.52 5.44 99 LP2 (2026-09-30) PASS NonPolyA_perM 99 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150452 M M NA Agree 0.01 0.85 0.00 5.00 4.07 12.01 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.844102 0.099116 0.047412 0.009369 89.86 3.93 5.67 95 LP2 (2026-09-30) PASS NonPolyA_perM 95 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150453 M M NA Agree 0.01 5.40 0.00 24.80 15.03 55.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.744692 0.197868 0.051402 0.006038 91.76 3.03 4.27 177 LP2 (2026-09-30) PASS NonPolyA_perM 177 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150454 M M NA Agree 0.01 4.24 0.00 24.46 11.02 57.34 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.817533 0.124857 0.049408 0.008202 90.10 3.52 5.36 126 LP2 (2026-09-30) PASS NonPolyA_perM 126 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150455 F F NA Agree 45.42 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.799122 0.142192 0.052748 0.005938 91.37 3.38 4.23 127 LP2 (2026-09-30) PASS NonPolyA_perM 127 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150456 F F NA Agree 7.33 0.00 0.00 0.00 0.01 0.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.843928 0.095346 0.046437 0.014289 88.55 4.49 6.03 100 LP2 (2026-09-30) PASS NonPolyA_perM 100 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150457 F F NA Agree 64.53 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.754848 0.185924 0.052388 0.006841 90.05 3.36 5.30 152 LP2 (2026-09-30) PASS NonPolyA_perM 152 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150458 M M NA Agree 0.02 4.11 0.00 20.30 7.68 41.96 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.808624 0.136937 0.05067 0.003769 90.80 2.94 5.38 118 LP2 (2026-09-30) PASS NonPolyA_perM 118 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150459 M M NA Agree 0.02 4.54 0.00 29.68 9.40 58.35 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.881003 0.070269 0.044474 0.004254 91.88 3.05 4.46 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150460 M M NA Agree 0.01 6.06 0.00 24.55 13.59 58.31 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.784075 0.159295 0.048706 0.007925 91.25 3.19 4.64 106 LP2 (2026-09-30) PASS NonPolyA_perM 106 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150461 M M NA Agree 0.02 1.07 0.00 5.99 5.16 21.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.787716 0.129981 0.0462 0.036102 89.71 6.18 3.50 95 LP2 (2026-09-30) PASS NonPolyA_perM 95 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150462 F F NA Agree 100.43 0.01 0.00 0.00 0.00 0.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.796383 0.148095 0.049955 0.005566 93.74 2.86 2.80 113 LP2 (2026-09-30) PASS NonPolyA_perM 113 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150463 F F NA Agree 74.42 0.00 0.00 0.00 0.00 0.10 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.805785 0.139769 0.049781 0.004666 92.57 3.02 3.52 110 LP2 (2026-09-30) PASS NonPolyA_perM 110 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150464 F Undetermined NA Conflict 0.37 0.00 0.00 0.00 0.00 0.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.746372 0.194509 0.053669 0.00545 90.73 2.99 5.29 155 LP2 (2026-09-30) PASS NonPolyA_perM 155 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150465 F F NA Agree 53.10 0.00 0.00 0.00 0.00 0.04 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.799509 0.140265 0.050731 0.009495 91.75 3.73 3.78 125 LP2 (2026-09-30) PASS NonPolyA_perM 125 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150466 M M NA Agree 0.00 2.00 0.00 9.62 7.30 49.96 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.815128 0.123868 0.04748 0.013524 89.24 4.12 4.94 111 LP2 (2026-09-30) PASS NonPolyA_perM 111 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150467 M M NA Agree 0.01 1.25 0.00 4.73 5.34 28.42 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.827795 0.108999 0.047359 0.015847 88.95 4.58 5.58 97 LP2 (2026-09-30) PASS NonPolyA_perM 97 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4150468 M M NA Agree 0.03 1.95 0.00 11.01 5.40 43.33 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.806577 0.13686 0.049682 0.006881 90.81 3.65 4.60 121 LP2 (2026-09-30) PASS NonPolyA_perM 121 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does