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 GSM8083912 M M NA Agree 0.00 6.01 0.00 33.46 26.17 49.33 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.870266 0.074946 0.041948 0.01284 89.01 4.41 6.11 123 LP2 (2026-09-30) PASS NonPolyA_perM 123 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083913 M M NA Agree 0.01 5.37 0.00 35.34 22.92 48.08 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.865182 0.077713 0.042692 0.014413 91.50 4.95 2.74 107 LP2 (2026-09-30) PASS NonPolyA_perM 107 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083914 M M NA Agree 0.06 9.04 0.00 50.62 27.82 59.33 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.867909 0.089315 0.041249 0.001526 93.47 3.40 2.58 90 LP2 (2026-09-30) PASS NonPolyA_perM 90 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083915 M M NA Agree 0.03 7.49 0.00 48.02 24.46 49.88 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.863078 0.095534 0.039982 0.001405 92.91 3.39 3.08 123 LP2 (2026-09-30) PASS NonPolyA_perM 123 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083916 M M NA Agree 0.04 9.40 0.00 48.88 31.44 60.32 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.859234 0.097452 0.0414 0.001913 92.35 3.39 3.68 110 LP2 (2026-09-30) PASS NonPolyA_perM 110 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083917 M M NA Agree 0.04 9.08 0.00 53.72 31.56 54.07 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.855371 0.1024 0.04119 0.001039 91.57 3.51 4.27 102 LP2 (2026-09-30) PASS NonPolyA_perM 102 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083918 M M NA Agree 0.04 8.11 0.00 45.03 29.71 55.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877084 0.082546 0.038962 0.001408 91.44 3.70 4.29 105 LP2 (2026-09-30) PASS NonPolyA_perM 105 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083919 M M NA Agree 0.04 7.64 0.00 43.79 25.00 56.27 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.8904 0.070692 0.037175 0.001733 92.70 3.82 3.03 100 LP2 (2026-09-30) PASS NonPolyA_perM 100 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083920 M M NA Agree 0.03 7.20 0.00 35.39 21.84 51.35 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.893873 0.070624 0.034463 0.00104 92.75 3.59 3.24 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083921 M M NA Agree 0.01 8.20 0.00 47.70 25.16 62.47 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.882168 0.076041 0.039035 0.002756 91.82 4.55 3.11 104 LP2 (2026-09-30) PASS NonPolyA_perM 104 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083922 M M NA Agree 0.03 8.73 1.51 53.33 28.49 65.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877823 0.079072 0.039723 0.003382 92.76 3.85 2.93 97 LP2 (2026-09-30) PASS NonPolyA_perM 97 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083923 M M NA Agree 0.04 6.58 0.95 38.51 23.39 49.64 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.884709 0.077828 0.035982 0.00148 90.76 3.68 5.06 94 LP2 (2026-09-30) PASS NonPolyA_perM 94 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8083924 M M NA Agree 0.10 13.25 0.00 122.37 15.26 69.43 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.828718 0.131503 0.035341 0.004438 91.60 5.00 2.96 446 LP2 (2026-09-30) PASS NonPolyA_perM 446 is between 350 and 700, outside the range of every calibration study; check the study methods GSM8083925 M M NA Agree 0.13 13.77 0.00 109.32 15.27 64.83 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.829785 0.130769 0.034618 0.004828 91.65 5.09 2.84 407 LP2 (2026-09-30) PASS NonPolyA_perM 407 is between 350 and 700, outside the range of every calibration study; check the study methods GSM8083926 M M NA Agree 0.20 12.98 0.00 99.81 16.07 77.38 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.824269 0.134282 0.036876 0.004573 91.68 5.22 2.59 448 LP2 (2026-09-30) PASS NonPolyA_perM 448 is between 350 and 700, outside the range of every calibration study; check the study methods GSM8083927 M M NA Agree 0.18 13.73 0.00 99.64 18.41 69.22 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.814994 0.145017 0.035811 0.004178 90.17 5.26 4.09 448 LP2 (2026-09-30) PASS NonPolyA_perM 448 is between 350 and 700, outside the range of every calibration study; check the study methods