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). 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 GSM8873773 M M NA Agree 0.02 3.43 0.00 42.68 8.56 122.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.941457 0.025973 0.030597 0.001973 82.36 1.81 15.59 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873774 M M NA Agree 0.00 3.55 0.00 32.17 8.08 97.35 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.936006 0.022897 0.029745 0.011352 80.25 2.69 16.82 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873775 M M NA Agree 0.02 3.66 0.00 35.66 10.87 91.96 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.92692 0.029618 0.035376 0.008086 80.78 2.36 16.63 54 LP2 (2026-09-30) PASS NonPolyA_perM 54 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873776 M M NA Agree 0.00 1.09 0.00 21.35 7.58 75.55 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915715 0.042232 0.03714 0.004913 82.44 2.19 15.08 58 LP2 (2026-09-30) PASS NonPolyA_perM 58 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873777 M M NA Agree 0.01 1.19 0.00 21.09 8.91 89.21 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.930531 0.032447 0.034155 0.002867 83.12 1.81 14.82 51 LP2 (2026-09-30) PASS NonPolyA_perM 51 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873778 M M NA Agree 0.00 1.82 0.00 27.18 8.58 100.41 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.926336 0.034273 0.035428 0.003963 83.69 1.81 14.28 45 LP2 (2026-09-30) PASS NonPolyA_perM 45 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873779 M M NA Agree 0.01 0.63 0.00 20.12 8.06 80.97 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.924709 0.038389 0.035127 0.001775 83.00 1.64 15.09 56 LP2 (2026-09-30) PASS NonPolyA_perM 56 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873780 M M NA Agree 0.01 1.40 0.00 25.53 7.27 82.07 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.939298 0.032041 0.027459 0.001202 81.46 1.81 16.43 44 LP2 (2026-09-30) PASS NonPolyA_perM 44 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873781 M M NA Agree 0.01 1.55 0.00 30.70 8.07 71.69 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.935431 0.037073 0.025998 0.001498 83.39 2.03 14.16 55 LP2 (2026-09-30) PASS NonPolyA_perM 55 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873782 M M NA Agree 0.00 1.32 0.00 23.20 7.22 81.55 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.935486 0.029821 0.03246 0.002234 82.74 1.93 15.11 39 LP2 (2026-09-30) PASS NonPolyA_perM 39 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873783 M M NA Agree 0.00 1.58 0.00 19.58 5.49 71.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937792 0.032787 0.026596 0.002826 79.98 1.82 17.81 74 LP2 (2026-09-30) PASS NonPolyA_perM 74 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873784 M M NA Agree 0.01 1.44 0.00 32.03 7.40 69.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.931293 0.039502 0.025914 0.003292 80.25 2.07 17.34 59 LP2 (2026-09-30) PASS NonPolyA_perM 59 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873785 M M NA Agree 0.01 0.96 0.00 32.00 7.81 71.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937422 0.033404 0.027592 0.001583 81.33 1.63 16.71 62 LP2 (2026-09-30) PASS NonPolyA_perM 62 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873786 M M NA Agree 0.01 1.93 0.00 26.03 7.12 79.38 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.930753 0.039558 0.02642 0.003268 82.04 1.97 15.65 87 LP2 (2026-09-30) PASS NonPolyA_perM 87 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873787 M M NA Agree 0.01 2.21 0.00 33.49 6.47 74.02 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.930712 0.04014 0.026308 0.00284 81.95 1.87 15.73 64 LP2 (2026-09-30) PASS NonPolyA_perM 64 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873788 M M NA Agree 0.02 2.25 0.00 29.61 5.46 89.41 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.933325 0.040253 0.024868 0.001555 81.96 1.68 15.97 84 LP2 (2026-09-30) PASS NonPolyA_perM 84 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873789 M M NA Agree 0.01 2.29 0.00 34.75 7.49 77.43 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.933675 0.038124 0.025939 0.002262 82.68 1.63 15.37 59 LP2 (2026-09-30) PASS NonPolyA_perM 59 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873790 M M NA Agree 0.00 2.37 0.00 30.85 6.33 76.83 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.934728 0.035118 0.025439 0.004715 82.68 2.06 14.86 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873791 M M NA Agree 0.02 2.69 0.00 37.43 8.57 92.66 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.931775 0.038144 0.027954 0.002127 82.32 1.71 15.73 55 LP2 (2026-09-30) PASS NonPolyA_perM 55 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8873792 M M NA Agree 0.06 2.74 0.00 42.43 9.37 103.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.923582 0.041921 0.030766 0.003731 84.06 2.05 13.66 46 LP2 (2026-09-30) PASS NonPolyA_perM 46 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does