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 GSM4947469 M M NA Agree 0.07 3.33 0.00 22.10 8.93 17.40 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.864049 0.102996 0.025913 0.007043 77.93 18.12 3.17 194 LP2 (2026-09-30) PASS NonPolyA_perM 194 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947470 M M NA Agree 0.01 1.93 0.00 13.44 3.35 20.77 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.934208 0.042747 0.01977 0.003275 73.05 23.50 2.60 200 LP2 (2026-09-30) PASS NonPolyA_perM 200 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947471 M M NA Agree 0.01 1.59 0.00 11.40 2.69 18.25 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.945477 0.035778 0.016595 0.00215 70.28 26.30 2.62 155 LP2 (2026-09-30) PASS NonPolyA_perM 155 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947472 M M NA Agree 0.25 9.37 0.00 59.24 25.34 65.06 SECOND_READ_TRANSCRIPTION_STRAND AMBIGUOUS 0.783498 0.178596 0.035209 0.002697 92.40 4.63 2.59 419 LP2 (2026-09-30) PASS NonPolyA_perM 419 is between 350 and 700, outside the range of every calibration study; check the study methods GSM4947473 M M NA Agree 0.14 7.18 0.00 45.98 22.01 68.91 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.811439 0.151901 0.033024 0.003636 89.85 5.91 3.82 318 LP2 (2026-09-30) PASS NonPolyA_perM 318 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947474 M M NA Agree 0.12 5.58 0.00 32.22 12.12 28.56 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.870251 0.100115 0.028057 0.001577 83.82 13.58 2.01 232 LP2 (2026-09-30) PASS NonPolyA_perM 232 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947475 M M NA Agree 0.02 2.75 0.00 25.91 7.39 15.92 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.843746 0.118635 0.024352 0.013267 79.09 17.95 2.30 337 LP2 (2026-09-30) PASS NonPolyA_perM 337 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947476 M M NA Agree 0.02 1.52 0.00 15.28 6.73 10.64 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.868884 0.098419 0.021529 0.011168 76.94 19.27 3.09 290 LP2 (2026-09-30) PASS NonPolyA_perM 290 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4947477 M M NA Agree 0.02 1.20 0.00 11.44 5.87 9.27 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.88821 0.08364 0.020747 0.007404 75.69 19.42 4.20 239 LP2 (2026-09-30) PASS NonPolyA_perM 239 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does