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 (2026-10-16) 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 GSM9307904 M M NA Agree 0.03 4.25 0.00 33.65 5.98 111.49 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.914342 0.035397 0.044288 0.005973 85.38 10.01 3.94 47 LP2 (2026-09-30) PASS NonPolyA_perM 47 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307905 M M NA Agree 0.00 5.60 0.00 31.76 7.06 69.91 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.901748 0.041677 0.042867 0.013708 81.61 10.70 7.03 62 LP2 (2026-09-30) PASS NonPolyA_perM 62 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307906 M M NA Agree 0.02 4.52 0.00 25.83 5.78 85.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.886443 0.049073 0.048679 0.015805 82.59 11.11 5.59 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307907 M M NA Agree 0.01 4.54 0.00 28.71 9.23 88.10 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.910161 0.037724 0.045788 0.006327 87.21 8.02 4.17 47 LP2 (2026-09-30) PASS NonPolyA_perM 47 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307908 M M NA Agree 0.02 3.63 0.00 25.09 6.24 148.58 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.913545 0.030353 0.048426 0.007676 86.36 6.53 6.47 31 LP2 (2026-09-30) PASS NonPolyA_perM 31 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307909 M M NA Agree 0.04 3.54 0.00 26.54 6.31 108.82 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.916117 0.030148 0.047499 0.006236 87.14 6.20 6.05 34 LP2 (2026-09-30) PASS NonPolyA_perM 34 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307910 M M NA Agree 0.00 2.25 0.00 22.16 5.55 85.23 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.924668 0.028009 0.04272 0.004603 88.83 7.27 3.19 39 LP2 (2026-09-30) PASS NonPolyA_perM 39 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307911 M M NA Agree 0.01 2.16 0.00 24.29 6.31 89.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.919349 0.031934 0.043054 0.005662 87.82 6.46 5.04 37 LP2 (2026-09-30) PASS NonPolyA_perM 37 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307912 M M NA Agree 0.01 3.60 0.00 25.79 7.83 120.89 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.920975 0.026975 0.049027 0.003023 91.15 5.94 2.27 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307913 M M NA Agree 0.03 2.75 0.00 16.43 6.25 50.79 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.934934 0.025198 0.033773 0.006094 88.76 9.21 1.37 38 LP2 (2026-09-30) PASS NonPolyA_perM 38 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307914 M M NA Agree 0.01 2.56 0.00 24.55 6.50 89.24 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.929906 0.020938 0.044148 0.005007 91.55 5.75 2.06 25 LP2 (2026-09-30) PASS NonPolyA_perM 25 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307915 M M NA Agree 0.02 2.19 0.00 23.61 6.84 108.25 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.925672 0.026498 0.044405 0.003426 90.60 7.03 1.70 32 LP2 (2026-09-30) PASS NonPolyA_perM 32 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307916 M M NA Agree 0.02 2.73 0.00 23.62 7.15 92.98 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.92261 0.028286 0.045895 0.003209 90.11 6.79 2.44 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM9307917 M M NA Agree 0.02 3.19 0.00 26.09 7.68 113.22 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.921181 0.027564 0.047729 0.003526 91.26 5.84 2.26 27 LP2 (2026-09-30) PASS NonPolyA_perM 27 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does