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 GSM2994929 M M NA Agree 0.01 4.27 0.00 25.34 5.38 46.83 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.90366 0.023722 0.022202 0.050416 89.09 7.86 2.70 36 LP2 (2026-09-30) PASS NonPolyA_perM 36 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994930 M M NA Agree 0.00 2.82 0.00 21.98 3.31 35.70 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.921402 0.017837 0.018761 0.042 90.87 6.73 2.05 22 LP2 (2026-09-30) PASS NonPolyA_perM 22 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994931 M M NA Agree 0.00 2.95 0.00 22.31 3.53 35.18 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.925032 0.017496 0.01768 0.039792 90.99 6.33 2.38 28 LP2 (2026-09-30) PASS NonPolyA_perM 28 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994932 M M NA Agree 0.00 2.90 0.00 21.94 3.96 34.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915841 0.02094 0.019258 0.043961 90.51 6.84 2.33 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994933 M M NA Agree 0.00 2.81 0.00 21.54 4.27 37.36 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.920878 0.019226 0.019156 0.040741 90.16 6.64 2.90 23 LP2 (2026-09-30) PASS NonPolyA_perM 23 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994934 M M NA Agree 0.01 2.76 0.00 21.86 4.77 41.52 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.909962 0.021374 0.020161 0.048502 91.19 7.40 1.16 20 LP2 (2026-09-30) PASS NonPolyA_perM 20 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994935 M M NA Agree 0.00 2.57 0.00 21.26 3.68 34.22 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.916238 0.02021 0.019114 0.044437 90.42 6.87 2.43 23 LP2 (2026-09-30) PASS NonPolyA_perM 23 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994936 M M NA Agree 0.00 2.70 0.00 21.76 4.90 37.48 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.923753 0.022564 0.020949 0.032733 92.09 5.88 1.79 27 LP2 (2026-09-30) PASS NonPolyA_perM 27 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994937 M M NA Agree 0.00 3.89 0.00 29.11 5.34 49.17 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911439 0.021197 0.021416 0.045949 89.17 7.19 3.34 28 LP2 (2026-09-30) PASS NonPolyA_perM 28 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994938 M M NA Agree 0.00 3.80 0.00 24.36 5.09 43.79 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915481 0.022833 0.021634 0.040052 90.93 6.62 2.14 32 LP2 (2026-09-30) PASS NonPolyA_perM 32 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994939 M M NA Agree 0.00 2.82 0.00 22.73 3.74 41.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911046 0.016121 0.018691 0.054141 88.48 7.77 3.45 21 LP2 (2026-09-30) PASS NonPolyA_perM 21 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994940 M M NA Agree 0.00 3.65 0.00 22.73 4.61 44.44 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915038 0.021335 0.020392 0.043235 90.69 6.98 2.02 36 LP2 (2026-09-30) PASS NonPolyA_perM 36 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994941 M M NA Agree 0.00 3.80 0.00 25.43 3.56 44.82 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915847 0.017348 0.018522 0.048283 90.27 7.35 2.11 16 LP2 (2026-09-30) PASS NonPolyA_perM 16 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994942 M M NA Agree 0.00 3.76 0.00 23.84 4.41 42.75 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911907 0.02186 0.01973 0.046503 89.89 7.15 2.63 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994943 M M NA Agree 0.00 4.03 0.00 26.45 4.88 41.23 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.916689 0.022722 0.02075 0.03984 91.10 6.72 1.90 28 LP2 (2026-09-30) PASS NonPolyA_perM 28 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994944 M M NA Agree 0.00 3.01 0.00 23.97 3.77 42.46 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.913645 0.018786 0.0193 0.048269 88.53 7.19 3.99 26 LP2 (2026-09-30) PASS NonPolyA_perM 26 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994945 M M NA Agree 0.00 2.54 0.00 20.71 3.94 37.71 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.91574 0.018778 0.019182 0.0463 90.58 7.16 1.98 30 LP2 (2026-09-30) PASS NonPolyA_perM 30 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994946 M M NA Agree 0.01 4.34 0.00 26.24 6.50 51.15 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.910092 0.026076 0.022514 0.041318 89.95 7.09 2.64 48 LP2 (2026-09-30) PASS NonPolyA_perM 48 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994947 M M NA Agree 0.00 3.65 0.00 22.89 5.02 40.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.924633 0.019542 0.020292 0.035533 91.61 6.45 1.68 31 LP2 (2026-09-30) PASS NonPolyA_perM 31 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994948 M M NA Agree 0.00 3.28 0.00 23.26 3.86 45.38 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.913955 0.019002 0.020013 0.04703 90.14 7.32 2.27 21 LP2 (2026-09-30) PASS NonPolyA_perM 21 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994949 M M NA Agree 0.00 2.28 0.00 20.73 4.65 40.32 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.925087 0.01878 0.018609 0.037523 90.86 6.39 2.48 27 LP2 (2026-09-30) PASS NonPolyA_perM 27 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994950 M M NA Agree 0.01 4.53 0.00 25.09 8.23 48.37 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.899018 0.030901 0.023942 0.046139 88.95 7.51 3.22 53 LP2 (2026-09-30) PASS NonPolyA_perM 53 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994951 M M NA Agree 0.00 3.07 0.00 25.59 4.14 38.92 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.913751 0.020905 0.019287 0.046057 90.65 7.20 1.85 24 LP2 (2026-09-30) PASS NonPolyA_perM 24 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994952 M M NA Agree 0.01 3.41 0.00 13.31 4.88 34.29 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.918606 0.020481 0.022457 0.038457 89.96 6.93 2.78 28 LP2 (2026-09-30) PASS NonPolyA_perM 28 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994953 M M NA Agree 0.01 3.51 0.00 26.21 4.88 45.70 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.916565 0.018937 0.020402 0.044095 90.16 7.21 2.32 28 LP2 (2026-09-30) PASS NonPolyA_perM 28 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994954 M M NA Agree 0.00 3.64 0.00 21.02 5.42 38.84 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.915524 0.026356 0.022677 0.035442 90.24 6.47 2.99 44 LP2 (2026-09-30) PASS NonPolyA_perM 44 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994955 M M NA Agree 0.00 3.07 0.00 21.48 3.53 35.67 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.924404 0.01743 0.018003 0.040163 91.06 6.60 2.06 21 LP2 (2026-09-30) PASS NonPolyA_perM 21 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM2994956 M M NA Agree 0.00 3.21 0.00 28.26 4.22 43.61 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.922928 0.021246 0.020361 0.035466 91.34 6.30 2.06 29 LP2 (2026-09-30) PASS NonPolyA_perM 29 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does