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 GSM9022974 M M NA Agree 0.00 3.06 0.00 35.05 5.18 40.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937533 0.03789 0.019536 0.005041 87.43 2.61 9.70 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022975 M M NA Agree 0.00 3.59 0.00 44.62 5.64 38.89 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.941336 0.034377 0.019147 0.00514 88.17 2.67 8.87 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022976 M M NA Agree 0.00 3.42 0.00 44.07 5.73 36.65 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.942295 0.03462 0.018704 0.004381 87.08 2.47 10.09 20 LP2 (2026-09-30) PASS NonPolyA_perM 20 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022977 M M NA Agree 0.00 3.18 0.00 35.42 5.76 36.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.942319 0.035289 0.017297 0.005096 87.88 2.69 9.13 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022978 M M NA Agree 0.00 3.56 0.00 53.31 6.13 43.68 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.936943 0.037521 0.021342 0.004194 87.86 2.63 9.12 32 LP2 (2026-09-30) PASS NonPolyA_perM 32 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022979 M M NA Agree 0.00 2.59 0.00 33.51 4.35 40.71 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.941872 0.034766 0.019725 0.003637 86.82 2.51 10.19 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022980 M M NA Agree 0.00 2.98 0.00 41.61 6.15 38.16 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.93967 0.036579 0.019371 0.00438 90.25 2.64 6.82 32 LP2 (2026-09-30) PASS NonPolyA_perM 32 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022981 M M NA Agree 0.00 3.00 0.00 37.10 5.65 37.66 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.939769 0.035805 0.019329 0.005097 88.16 2.79 8.67 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022982 M M NA Agree 0.00 2.84 0.00 33.97 4.33 33.54 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.940777 0.03521 0.018513 0.0055 85.94 2.72 10.97 24 LP2 (2026-09-30) PASS NonPolyA_perM 24 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022983 M M NA Agree 0.00 2.96 0.00 31.38 6.17 41.17 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937944 0.037741 0.019529 0.004787 88.94 2.54 8.20 38 LP2 (2026-09-30) PASS NonPolyA_perM 38 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022984 M M NA Agree 0.00 3.33 0.00 40.95 5.03 35.06 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.94073 0.036701 0.018452 0.004117 87.80 2.66 9.19 27 LP2 (2026-09-30) PASS NonPolyA_perM 27 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022985 M M NA Agree 0.00 3.39 0.00 37.05 5.63 38.51 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.936114 0.039928 0.019737 0.004221 87.54 2.41 9.70 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022986 M M NA Agree 0.00 4.77 0.00 52.09 5.55 63.28 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.923689 0.049331 0.023891 0.00309 88.98 2.66 7.97 49 LP2 (2026-09-30) PASS NonPolyA_perM 49 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022987 M M NA Agree 0.00 3.65 0.00 40.13 5.82 39.59 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.939087 0.036328 0.020503 0.004082 90.00 2.39 7.03 22 LP2 (2026-09-30) PASS NonPolyA_perM 22 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022988 M M NA Agree 0.00 3.96 0.00 41.89 4.54 46.39 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.937977 0.038261 0.019299 0.004463 89.27 2.91 7.38 50 LP2 (2026-09-30) PASS NonPolyA_perM 50 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022989 M M NA Agree 0.00 2.34 0.00 33.41 4.55 38.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.93616 0.040148 0.018998 0.004694 87.75 2.63 9.28 33 LP2 (2026-09-30) PASS NonPolyA_perM 33 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022990 M M NA Agree 0.00 3.53 0.00 39.79 5.90 44.67 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.933971 0.042127 0.019697 0.004205 88.66 2.57 8.39 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022991 M M NA Agree 0.02 4.44 0.00 52.23 5.68 58.07 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.927279 0.046577 0.022344 0.003801 88.00 2.67 8.90 45 LP2 (2026-09-30) PASS NonPolyA_perM 45 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022992 M M NA Agree 0.00 3.41 0.00 31.74 5.21 37.13 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.93968 0.036129 0.02011 0.004081 87.17 2.60 9.71 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022993 M M NA Agree 0.00 3.82 0.00 43.05 5.35 43.12 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.933194 0.042223 0.020352 0.00423 90.08 2.95 6.62 39 LP2 (2026-09-30) PASS NonPolyA_perM 39 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022994 M M NA Agree 0.00 4.44 0.00 39.59 7.11 44.09 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.9287 0.046081 0.021059 0.00416 89.28 2.99 7.32 40 LP2 (2026-09-30) PASS NonPolyA_perM 40 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022995 M M NA Agree 0.00 2.67 0.00 37.07 5.46 38.12 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.942857 0.033581 0.018929 0.004633 89.75 2.61 7.35 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022996 M M NA Agree 0.00 4.79 0.00 53.56 5.52 59.31 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.933012 0.03713 0.026187 0.003671 87.69 2.60 9.19 50 LP2 (2026-09-30) PASS NonPolyA_perM 50 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9022997 M M NA Agree 0.00 3.96 0.00 35.85 5.75 38.95 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.938634 0.037576 0.018536 0.005254 88.10 2.77 8.64 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does