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 GSM7887515 M M NA Agree 0.01 0.98 0.00 10.05 7.40 30.71 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.917061 0.040395 0.031604 0.010941 80.12 8.86 10.22 68 LP2 (2026-09-30) PASS NonPolyA_perM 68 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887516 M M NA Agree 0.01 1.33 0.00 9.76 7.75 34.77 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.908216 0.04539 0.032486 0.013908 81.04 8.82 9.37 79 LP2 (2026-09-30) PASS NonPolyA_perM 79 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887517 M M NA Agree 0.00 1.25 0.00 10.73 8.72 35.47 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.894664 0.044298 0.031686 0.029352 80.68 10.14 8.38 94 LP2 (2026-09-30) PASS NonPolyA_perM 94 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887518 M M NA Agree 0.02 0.90 0.00 7.44 5.35 27.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.845244 0.036029 0.029493 0.089234 73.61 16.24 9.32 60 LP2 (2026-09-30) PASS NonPolyA_perM 60 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887519 M M NA Agree 0.01 1.33 0.00 9.73 6.10 39.88 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.893157 0.042541 0.031546 0.032756 78.50 10.51 10.14 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887520 M M NA Agree 0.00 1.30 0.00 11.05 7.76 34.51 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.89506 0.045934 0.031448 0.027557 80.80 10.05 8.39 92 LP2 (2026-09-30) PASS NonPolyA_perM 92 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887521 M M NA Agree 0.00 1.21 0.00 9.81 6.49 33.18 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.864999 0.040339 0.031747 0.062915 76.57 13.32 9.34 77 LP2 (2026-09-30) PASS NonPolyA_perM 77 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887522 M M NA Agree 0.00 1.10 0.00 10.81 6.96 32.75 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.885648 0.042578 0.031582 0.040193 79.44 11.72 8.07 61 LP2 (2026-09-30) PASS NonPolyA_perM 61 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887523 M M NA Agree 0.00 0.91 0.00 9.65 7.16 35.36 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.897554 0.044281 0.032848 0.025317 79.66 10.06 9.46 83 LP2 (2026-09-30) PASS NonPolyA_perM 83 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887524 M M NA Agree 0.00 1.19 0.00 11.20 7.24 38.61 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911289 0.041682 0.0339 0.013128 81.97 8.99 8.27 76 LP2 (2026-09-30) PASS NonPolyA_perM 76 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887525 M M NA Agree 0.00 1.20 0.00 10.96 8.00 38.53 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.907134 0.044163 0.032738 0.015965 81.29 9.42 8.57 81 LP2 (2026-09-30) PASS NonPolyA_perM 81 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887526 M M NA Agree 0.00 0.81 0.00 11.73 7.71 34.13 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.905718 0.042507 0.033137 0.018637 81.20 9.56 8.48 70 LP2 (2026-09-30) PASS NonPolyA_perM 70 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887527 M M NA Agree 0.00 0.72 0.00 7.37 4.27 29.24 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.924442 0.034102 0.031992 0.009465 81.64 8.99 8.42 41 LP2 (2026-09-30) PASS NonPolyA_perM 41 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887528 M M NA Agree 0.02 0.67 0.00 7.79 5.42 28.37 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.911685 0.038543 0.030216 0.019556 81.09 9.87 8.17 43 LP2 (2026-09-30) PASS NonPolyA_perM 43 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887529 M M NA Agree 0.01 0.84 0.00 7.73 4.76 28.17 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.902514 0.036497 0.030371 0.030618 78.81 10.62 9.76 55 LP2 (2026-09-30) PASS NonPolyA_perM 55 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887530 M M NA Agree 0.01 0.81 0.00 7.82 5.55 29.87 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.923026 0.037914 0.030953 0.008107 80.31 8.63 10.14 54 LP2 (2026-09-30) PASS NonPolyA_perM 54 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887531 M M NA Agree 0.00 1.04 0.00 7.67 5.57 28.00 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.903142 0.036152 0.029143 0.031563 76.99 10.83 11.34 43 LP2 (2026-09-30) PASS NonPolyA_perM 43 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887532 M M NA Agree 0.00 1.28 0.00 8.78 4.87 29.03 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.898211 0.03784 0.030232 0.033717 77.39 10.94 10.80 51 LP2 (2026-09-30) PASS NonPolyA_perM 51 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887533 M M NA Agree 0.00 0.98 0.00 9.19 4.91 27.68 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877096 0.034493 0.028867 0.059544 75.31 12.98 10.88 47 LP2 (2026-09-30) PASS NonPolyA_perM 47 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887534 M M NA Agree 0.01 1.03 0.00 8.69 4.50 28.11 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.891203 0.036409 0.029327 0.043061 77.11 11.58 10.44 43 LP2 (2026-09-30) PASS NonPolyA_perM 43 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887535 M M NA Agree 0.01 0.92 0.00 9.10 5.08 25.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.904331 0.034665 0.027984 0.03302 77.28 10.56 11.41 40 LP2 (2026-09-30) PASS NonPolyA_perM 40 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887536 M M NA Agree 0.00 1.22 0.00 8.98 4.87 27.53 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.895941 0.03917 0.029217 0.035672 78.31 10.73 10.17 50 LP2 (2026-09-30) PASS NonPolyA_perM 50 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887537 M M NA Agree 0.00 1.01 0.00 8.74 4.52 24.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.748197 0.031412 0.025186 0.195205 62.72 25.55 11.03 68 LP2 (2026-09-30) PASS NonPolyA_perM 68 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887538 M M NA Agree 0.00 1.86 0.00 12.05 7.49 36.60 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.891957 0.044052 0.031482 0.032509 77.02 10.02 12.08 54 LP2 (2026-09-30) PASS NonPolyA_perM 54 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887539 M M NA Agree 0.01 8.89 0.00 44.57 20.87 60.05 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.898188 0.056467 0.039886 0.005458 86.21 3.33 9.83 64 LP2 (2026-09-30) PASS NonPolyA_perM 64 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887540 M M NA Agree 0.01 9.22 0.00 36.02 19.69 59.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.902562 0.053579 0.038984 0.004876 89.65 3.38 6.36 58 LP2 (2026-09-30) PASS NonPolyA_perM 58 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887541 M M NA Agree 0.01 7.24 0.00 32.41 18.08 58.07 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.902712 0.049766 0.040892 0.00663 84.94 3.51 10.96 59 LP2 (2026-09-30) PASS NonPolyA_perM 59 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887542 M M NA Agree 0.01 9.52 0.00 43.35 18.73 53.21 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.884747 0.070014 0.041351 0.003888 85.79 3.17 10.36 66 LP2 (2026-09-30) PASS NonPolyA_perM 66 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887543 M M NA Agree 0.04 8.72 0.00 46.10 19.53 64.41 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.881172 0.072605 0.041501 0.004722 85.07 3.22 11.05 79 LP2 (2026-09-30) PASS NonPolyA_perM 79 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887544 M M NA Agree 0.01 9.57 0.00 44.59 20.72 58.81 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.893998 0.059523 0.040998 0.005481 85.96 3.32 10.09 58 LP2 (2026-09-30) PASS NonPolyA_perM 58 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887545 M M NA Agree 0.01 10.36 0.00 42.28 18.04 57.69 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.885746 0.068537 0.04081 0.004906 85.40 3.42 10.49 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887546 M M NA Agree 0.06 8.27 0.00 42.21 19.65 64.63 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.894833 0.061074 0.039858 0.004236 88.34 3.28 7.81 75 LP2 (2026-09-30) PASS NonPolyA_perM 75 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887547 M M NA Agree 0.05 10.43 0.00 43.15 21.47 62.74 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.883682 0.07199 0.039147 0.005181 87.31 3.26 8.82 75 LP2 (2026-09-30) PASS NonPolyA_perM 75 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887548 M M NA Agree 0.01 9.08 0.00 43.30 20.51 58.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.881782 0.071381 0.039723 0.007114 88.22 3.47 7.69 74 LP2 (2026-09-30) PASS NonPolyA_perM 74 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887549 M M NA Agree 0.01 10.19 0.00 45.62 23.31 62.62 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.870065 0.084904 0.040567 0.004463 87.40 3.11 8.89 99 LP2 (2026-09-30) PASS NonPolyA_perM 99 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887550 M M NA Agree 0.06 9.75 0.00 44.14 20.12 57.26 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877022 0.077642 0.039954 0.005382 86.09 3.30 9.97 82 LP2 (2026-09-30) PASS NonPolyA_perM 82 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887551 M M NA Agree 0.03 9.86 0.00 44.47 20.84 60.92 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.896947 0.056201 0.04053 0.006322 87.29 3.40 8.68 59 LP2 (2026-09-30) PASS NonPolyA_perM 59 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887552 M M NA Agree 0.00 10.18 0.00 47.46 19.38 59.79 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.888886 0.065267 0.039313 0.006534 86.91 3.32 9.17 78 LP2 (2026-09-30) PASS NonPolyA_perM 78 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887553 M M NA Agree 0.01 9.16 0.00 44.26 19.80 59.85 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.898073 0.056563 0.040087 0.005277 87.57 3.30 8.47 57 LP2 (2026-09-30) PASS NonPolyA_perM 57 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887554 M M NA Agree 0.01 9.63 0.00 50.10 20.93 59.51 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.895508 0.061278 0.040494 0.002719 89.60 3.04 6.79 60 LP2 (2026-09-30) PASS NonPolyA_perM 60 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887555 M M NA Agree 0.02 9.66 0.00 46.94 21.29 58.59 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.877031 0.060351 0.039142 0.023476 83.94 4.72 10.76 71 LP2 (2026-09-30) PASS NonPolyA_perM 71 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887556 M M NA Agree 0.02 8.98 0.00 46.04 18.90 64.06 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.903102 0.054301 0.037765 0.004832 90.35 3.22 5.86 51 LP2 (2026-09-30) PASS NonPolyA_perM 51 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887557 M M NA Agree 0.00 8.37 0.00 43.43 19.31 58.60 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.890869 0.064434 0.039501 0.005195 88.39 3.46 7.51 70 LP2 (2026-09-30) PASS NonPolyA_perM 70 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887558 M M NA Agree 0.03 8.02 0.00 39.60 17.67 56.86 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.885303 0.067248 0.039417 0.008032 88.13 3.68 7.50 66 LP2 (2026-09-30) PASS NonPolyA_perM 66 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887559 M M NA Agree 0.04 10.26 0.00 45.81 21.01 58.10 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.889096 0.067479 0.039563 0.003863 88.83 3.26 7.26 63 LP2 (2026-09-30) PASS NonPolyA_perM 63 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887560 M M NA Agree 0.05 8.79 0.00 40.85 17.58 58.48 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.903468 0.053643 0.038717 0.004172 87.51 3.35 8.47 52 LP2 (2026-09-30) PASS NonPolyA_perM 52 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does GSM7887561 M M NA Agree 0.07 9.77 0.00 48.84 19.35 62.11 SECOND_READ_TRANSCRIPTION_STRAND POLYA 0.887894 0.06655 0.040133 0.005423 85.96 3.35 10.02 58 LP2 (2026-09-30) PASS NonPolyA_perM 58 <= 350: non-polyadenylated small RNAs removed, as oligo-dT (polyA) selection does