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 (2026-10-22) 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 GSM4422574 M M NA Agree 0.10 6.24 0.00 23.82 13.64 60.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.869244 0.085891 0.039165 0.0057 83.50 2.58 13.67 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422575 M M NA Agree 0.05 7.28 0.00 27.97 14.39 58.23 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.864553 0.092047 0.04033 0.00307 83.47 2.43 13.83 79 LP2 (2026-09-30) PASS NonPolyA_perM 79 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422576 M M NA Agree 0.01 5.60 0.00 24.72 12.55 63.27 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.850763 0.103939 0.039669 0.005629 83.99 2.67 13.07 71 LP2 (2026-09-30) PASS NonPolyA_perM 71 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422577 M M NA Agree 0.05 5.17 0.00 18.27 11.84 59.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.878833 0.075941 0.03997 0.005256 83.65 2.44 13.66 73 LP2 (2026-09-30) PASS NonPolyA_perM 73 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422578 M M NA Agree 0.05 7.48 0.00 29.98 13.11 60.81 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.853225 0.10096 0.042756 0.003058 85.81 2.24 11.67 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422579 M M NA Agree 0.04 4.75 0.00 18.08 10.96 58.59 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.880692 0.076867 0.039609 0.002832 84.48 2.27 12.99 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422580 M M NA Agree 0.01 5.34 0.00 26.15 11.81 59.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.868731 0.089258 0.039639 0.002371 86.97 2.14 10.63 70 LP2 (2026-09-30) PASS NonPolyA_perM 70 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422581 M M NA Agree 0.03 5.51 0.00 23.35 13.54 58.06 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.871355 0.08562 0.038969 0.004056 88.72 2.35 8.65 81 LP2 (2026-09-30) PASS NonPolyA_perM 81 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422582 M M NA Agree 0.02 4.69 0.00 19.11 11.90 52.44 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.843077 0.087489 0.038115 0.031319 83.95 4.79 10.98 89 LP2 (2026-09-30) PASS NonPolyA_perM 89 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422583 M M NA Agree 0.05 4.73 0.00 20.23 11.21 61.83 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.88237 0.075498 0.038921 0.003211 89.67 2.29 7.79 75 LP2 (2026-09-30) PASS NonPolyA_perM 75 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422584 M M NA Agree 0.03 5.22 0.00 19.58 12.55 52.12 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.864969 0.087533 0.038942 0.008557 88.17 2.98 8.57 69 LP2 (2026-09-30) PASS NonPolyA_perM 69 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422585 M M NA Agree 0.06 6.06 0.00 24.40 12.29 53.38 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.870838 0.086975 0.039291 0.002897 88.46 2.26 9.00 67 LP2 (2026-09-30) PASS NonPolyA_perM 67 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422586 M M NA Agree 0.07 4.79 0.00 20.64 12.47 56.95 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877158 0.080811 0.039083 0.002948 88.69 2.34 8.71 65 LP2 (2026-09-30) PASS NonPolyA_perM 65 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422587 M M NA Agree 0.04 3.41 0.00 13.62 10.45 48.19 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.883433 0.076491 0.03676 0.003315 88.83 2.27 8.64 59 LP2 (2026-09-30) PASS NonPolyA_perM 59 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422588 M M NA Agree 0.03 4.75 0.00 18.11 9.96 59.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.860783 0.083725 0.039908 0.015584 87.83 3.49 8.39 79 LP2 (2026-09-30) PASS NonPolyA_perM 79 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422589 M M NA Agree 0.05 6.07 0.00 23.76 11.65 52.54 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.862998 0.090675 0.041058 0.005269 88.29 2.58 8.88 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422590 M M NA Agree 0.07 6.40 0.00 23.29 13.69 57.44 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.872429 0.085064 0.039543 0.002964 88.72 2.43 8.55 76 LP2 (2026-09-30) PASS NonPolyA_perM 76 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422591 M M NA Agree 0.01 5.52 0.00 20.80 11.44 53.49 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.883055 0.076215 0.037836 0.002894 87.55 2.52 9.65 65 LP2 (2026-09-30) PASS NonPolyA_perM 65 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422592 M M NA Agree 0.08 4.51 0.00 22.15 12.44 52.14 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.872052 0.084085 0.038469 0.005394 87.02 2.55 10.15 86 LP2 (2026-09-30) PASS NonPolyA_perM 86 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422593 M M NA Agree 0.07 4.96 0.00 17.67 12.87 54.93 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.872161 0.08397 0.04006 0.003809 86.39 2.31 10.99 72 LP2 (2026-09-30) PASS NonPolyA_perM 72 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422594 M M NA Agree 0.08 4.19 0.00 17.36 9.85 56.17 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.878889 0.076388 0.040218 0.004505 83.46 2.39 13.87 72 LP2 (2026-09-30) PASS NonPolyA_perM 72 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422595 M M NA Agree 0.04 3.59 0.00 17.55 10.84 43.14 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.878015 0.080531 0.038623 0.002831 85.57 2.31 11.82 80 LP2 (2026-09-30) PASS NonPolyA_perM 80 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422596 M M NA Agree 0.03 4.29 0.00 18.56 13.45 61.59 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.874787 0.084626 0.036925 0.003662 86.59 2.35 10.75 100 LP2 (2026-09-30) PASS NonPolyA_perM 100 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422597 M M NA Agree 0.01 1.40 0.00 3.75 5.71 13.22 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.884117 0.041191 0.029349 0.045343 82.07 6.41 11.30 55 LP2 (2026-09-30) PASS NonPolyA_perM 55 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422598 M M NA Agree 0.06 3.22 0.00 16.56 12.45 48.50 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.867412 0.088477 0.039842 0.00427 85.43 2.51 11.78 73 LP2 (2026-09-30) PASS NonPolyA_perM 73 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422599 M M NA Agree 0.04 4.41 0.00 17.93 9.68 59.81 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.862491 0.088976 0.041102 0.007432 85.95 2.81 10.94 75 LP2 (2026-09-30) PASS NonPolyA_perM 75 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422600 M M NA Agree 0.07 4.90 0.00 18.94 11.26 54.29 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.874683 0.081165 0.037901 0.006251 88.75 3.41 7.45 110 LP2 (2026-09-30) PASS NonPolyA_perM 110 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422601 M M NA Agree 0.06 6.01 0.00 22.25 12.92 60.32 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.871215 0.083769 0.04129 0.003725 86.28 2.57 10.87 79 LP2 (2026-09-30) PASS NonPolyA_perM 79 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422602 M M NA Agree 0.01 4.47 0.00 18.54 10.78 57.16 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.876835 0.076516 0.041304 0.005344 86.02 2.64 11.02 56 LP2 (2026-09-30) PASS NonPolyA_perM 56 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM4422603 M M NA Agree 0.03 4.94 0.00 18.65 11.61 54.34 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.865025 0.087804 0.041918 0.005253 86.16 2.63 10.91 94 LP2 (2026-09-30) PASS NonPolyA_perM 94 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does