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 (2026-10-21) 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 GSM8654521 M M NA Agree 0.42 23.43 0.00 34.01 16.39 21.93 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.604799 0.3478 0.046596 0.000805 77.28 1.84 20.23 2084 LP2 (2026-09-30) PASS NonPolyA_perM 2084 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654522 M M NA Agree 0.10 20.00 0.00 44.40 13.56 33.76 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.581218 0.370325 0.046856 0.0016 81.15 1.92 16.24 2089 LP2 (2026-09-30) PASS NonPolyA_perM 2089 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654523 M M NA Agree 0.06 14.68 0.00 40.34 9.60 35.77 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.588475 0.363765 0.04704 0.000719 81.79 1.91 15.59 1963 LP2 (2026-09-30) PASS NonPolyA_perM 1963 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654524 M M NA Agree 0.29 19.74 0.00 43.80 16.26 33.49 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.555913 0.39315 0.048159 0.002777 81.10 1.97 16.28 1640 LP2 (2026-09-30) PASS NonPolyA_perM 1640 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654525 M M NA Agree 0.09 14.35 0.00 35.02 16.73 28.89 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.598289 0.352619 0.047678 0.001414 79.54 2.05 17.71 2213 LP2 (2026-09-30) PASS NonPolyA_perM 2213 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654526 M M NA Agree 0.28 18.89 0.00 52.56 12.80 29.20 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.570237 0.380895 0.047264 0.001603 78.07 1.79 19.48 2101 LP2 (2026-09-30) PASS NonPolyA_perM 2101 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654527 M M NA Agree 0.20 26.97 0.00 50.96 18.98 47.05 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.534775 0.414619 0.049641 0.000965 82.52 1.76 15.03 1513 LP2 (2026-09-30) PASS NonPolyA_perM 1513 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654528 M M NA Agree 0.20 14.30 0.00 38.89 13.71 23.94 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.545025 0.402198 0.051659 0.001118 77.00 2.04 20.12 3503 LP2 (2026-09-30) PASS NonPolyA_perM 3503 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654529 M M NA Agree 0.11 16.87 0.00 35.90 12.37 35.58 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.580329 0.369243 0.049045 0.001383 82.78 2.00 14.55 2308 LP2 (2026-09-30) PASS NonPolyA_perM 2308 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654530 M M NA Agree 0.13 20.77 0.00 54.82 17.11 37.41 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.575196 0.379435 0.044696 0.000673 81.67 1.73 16.02 1404 LP2 (2026-09-30) PASS NonPolyA_perM 1404 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654531 M M NA Agree 0.25 19.59 0.00 42.08 17.30 27.35 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.56105 0.389312 0.048452 0.001186 80.26 1.93 17.10 2485 LP2 (2026-09-30) PASS NonPolyA_perM 2485 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8654532 M M NA Agree 0.69 20.90 0.00 33.63 16.66 42.34 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.574934 0.376492 0.047432 0.001142 82.70 1.91 14.78 1688 LP2 (2026-09-30) PASS NonPolyA_perM 1688 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not