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 GSM8953479 M M NA Agree 0.63 7.37 0.00 36.89 15.22 83.47 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.789692 0.110043 0.051693 0.048572 88.41 7.91 2.78 146 LP2 (2026-09-30) PASS NonPolyA_perM 146 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953480 M M NA Agree 0.80 6.43 0.00 33.81 15.91 83.06 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.803324 0.109143 0.053161 0.034372 88.01 6.51 4.56 116 LP2 (2026-09-30) PASS NonPolyA_perM 116 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953481 M M NA Agree 0.66 4.70 0.00 26.14 13.55 74.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.824541 0.100453 0.053295 0.021711 89.69 5.32 3.54 113 LP2 (2026-09-30) PASS NonPolyA_perM 113 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953482 M M NA Agree 0.60 6.08 0.00 34.05 17.20 85.55 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.814613 0.105838 0.052089 0.02746 87.99 5.70 5.43 116 LP2 (2026-09-30) PASS NonPolyA_perM 116 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953483 M M NA Agree 0.38 6.16 0.00 37.94 15.64 93.11 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.828402 0.110643 0.052981 0.007973 89.58 4.15 4.64 111 LP2 (2026-09-30) PASS NonPolyA_perM 111 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953484 M M NA Agree 0.57 8.34 0.00 41.33 17.98 106.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.807996 0.124873 0.053703 0.013427 87.27 4.54 7.19 133 LP2 (2026-09-30) PASS NonPolyA_perM 133 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953485 M M NA Agree 0.90 6.68 0.00 36.28 15.59 93.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.792986 0.123784 0.05297 0.03026 86.31 5.99 6.60 116 LP2 (2026-09-30) PASS NonPolyA_perM 116 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953486 M M NA Agree 1.03 5.97 0.00 31.89 13.53 80.54 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.816316 0.10963 0.052747 0.021308 87.12 5.23 5.21 104 LP2 (2026-09-30) PASS NonPolyA_perM 104 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953487 M M NA Agree 0.72 8.88 0.00 40.43 17.28 108.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.791478 0.129839 0.054017 0.024666 87.95 5.60 5.77 162 LP2 (2026-09-30) PASS NonPolyA_perM 162 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953488 M M NA Agree 0.49 7.22 0.00 32.23 13.42 82.78 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.809167 0.110045 0.052163 0.028624 87.47 5.86 6.14 106 LP2 (2026-09-30) PASS NonPolyA_perM 106 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953489 M M NA Agree 0.70 8.70 0.00 41.81 16.53 93.31 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.804728 0.123058 0.054713 0.017501 85.43 4.83 8.42 120 LP2 (2026-09-30) PASS NonPolyA_perM 120 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953490 M M NA Agree 0.72 5.31 0.00 30.37 14.14 79.86 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.821054 0.103744 0.054783 0.02042 82.92 5.09 8.93 97 LP2 (2026-09-30) PASS NonPolyA_perM 97 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953491 M M NA Agree 0.77 8.44 0.00 39.87 15.78 95.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.783084 0.125709 0.0534 0.037808 84.56 6.81 6.97 132 LP2 (2026-09-30) PASS NonPolyA_perM 132 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953492 M M NA Agree 1.11 8.59 0.00 42.57 17.20 107.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.80223 0.129521 0.055924 0.012325 85.23 4.38 8.05 139 LP2 (2026-09-30) PASS NonPolyA_perM 139 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953493 M M NA Agree 0.79 6.18 0.00 40.75 18.58 100.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.781399 0.124998 0.052813 0.04079 86.82 6.97 4.86 141 LP2 (2026-09-30) PASS NonPolyA_perM 141 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953494 M M NA Agree 0.80 6.53 0.00 34.32 17.00 87.90 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.82188 0.112131 0.053542 0.012447 88.78 4.47 6.01 112 LP2 (2026-09-30) PASS NonPolyA_perM 112 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953495 M M NA Agree 0.74 7.50 0.00 40.08 15.95 103.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.802981 0.113769 0.053478 0.029772 85.76 5.96 6.22 107 LP2 (2026-09-30) PASS NonPolyA_perM 107 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953496 M M NA Agree 0.85 8.03 0.00 41.81 17.59 102.83 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.766977 0.138503 0.05445 0.04007 83.18 6.80 7.61 138 LP2 (2026-09-30) PASS NonPolyA_perM 138 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953497 M M NA Agree 0.83 7.93 0.00 44.69 17.34 107.48 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.775245 0.140668 0.053903 0.030184 82.09 5.82 8.11 140 LP2 (2026-09-30) PASS NonPolyA_perM 140 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953498 M M NA Agree 0.92 7.73 0.00 40.92 14.61 94.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.783512 0.12529 0.052608 0.03859 83.03 6.62 8.03 141 LP2 (2026-09-30) PASS NonPolyA_perM 141 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953499 M M NA Agree 0.85 6.88 0.00 34.01 17.57 92.58 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.807553 0.115792 0.053862 0.022793 84.88 5.12 8.19 130 LP2 (2026-09-30) PASS NonPolyA_perM 130 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953500 M M NA Agree 0.90 8.42 0.00 38.39 15.59 96.04 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.78871 0.122682 0.053404 0.035205 81.02 6.20 8.66 113 LP2 (2026-09-30) PASS NonPolyA_perM 113 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953501 M M NA Agree 0.77 8.55 0.00 46.83 15.87 106.04 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.729724 0.140637 0.052267 0.077372 83.91 10.50 4.65 169 LP2 (2026-09-30) PASS NonPolyA_perM 169 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953502 M M NA Agree 0.92 7.34 0.00 40.81 17.50 91.89 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.790326 0.127749 0.053703 0.028223 86.24 5.81 6.61 120 LP2 (2026-09-30) PASS NonPolyA_perM 120 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953503 M M NA Agree 0.91 7.47 0.00 42.15 17.14 99.89 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.754907 0.147372 0.052626 0.045095 84.52 7.28 6.73 152 LP2 (2026-09-30) PASS NonPolyA_perM 152 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953504 M M NA Agree 0.89 9.27 0.00 42.44 17.82 103.69 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.783207 0.131171 0.05482 0.030801 85.96 5.99 6.61 139 LP2 (2026-09-30) PASS NonPolyA_perM 139 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953505 M M NA Agree 0.71 6.40 0.00 36.85 15.58 91.02 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.778733 0.123905 0.053336 0.044027 83.44 7.04 8.43 141 LP2 (2026-09-30) PASS NonPolyA_perM 141 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953506 M M NA Agree 0.90 7.40 0.00 40.25 16.80 89.70 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.777046 0.133519 0.053152 0.036282 80.19 6.18 9.48 124 LP2 (2026-09-30) PASS NonPolyA_perM 124 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953507 M M NA Agree 0.68 8.82 0.00 39.16 16.74 97.22 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.787276 0.123731 0.053361 0.035633 84.38 6.35 6.24 108 LP2 (2026-09-30) PASS NonPolyA_perM 108 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953508 M M NA Agree 0.77 8.38 0.00 45.50 15.95 96.96 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.778713 0.123202 0.053128 0.044957 80.99 6.97 8.27 124 LP2 (2026-09-30) PASS NonPolyA_perM 124 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953509 M M NA Agree 0.53 7.17 0.00 38.14 16.06 100.47 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.80193 0.119396 0.053486 0.025188 86.09 5.40 6.78 122 LP2 (2026-09-30) PASS NonPolyA_perM 122 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953510 M M NA Agree 0.54 10.42 0.00 50.03 18.27 117.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.791695 0.135619 0.05513 0.017556 88.00 4.77 6.68 147 LP2 (2026-09-30) PASS NonPolyA_perM 147 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953511 M M NA Agree 0.50 8.09 0.00 39.86 16.53 92.91 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.793498 0.120973 0.054121 0.031409 85.52 5.95 7.91 124 LP2 (2026-09-30) PASS NonPolyA_perM 124 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953512 M M NA Agree 0.79 9.35 0.00 51.30 19.27 107.94 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.785181 0.135808 0.055439 0.023572 88.49 5.47 5.30 122 LP2 (2026-09-30) PASS NonPolyA_perM 122 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM8953513 M M NA Agree 0.75 12.03 0.00 55.72 20.97 122.24 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.787283 0.142452 0.056789 0.013476 88.40 4.43 6.39 151 LP2 (2026-09-30) PASS NonPolyA_perM 151 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does