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 (2026-11-04) 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 GSM8689043 M M NA Agree 0.03 5.29 0.00 22.08 5.01 20.56 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.725888 0.166588 0.056899 0.050625 84.92 9.04 5.73 1479 LP2 (2026-09-30) PASS NonPolyA_perM 1479 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689044 M M NA Agree 0.02 4.78 0.00 19.05 4.44 18.76 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.714468 0.212271 0.068405 0.004856 88.60 5.54 5.48 2422 LP2 (2026-09-30) PASS NonPolyA_perM 2422 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689045 M M NA Agree 0.00 2.87 0.00 12.18 2.57 13.22 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.640333 0.097136 0.066376 0.196155 69.69 24.06 5.92 4507 LP2 (2026-09-30) PASS NonPolyA_perM 4507 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689046 M M NA Agree 0.02 5.17 0.00 19.88 5.05 19.05 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.733679 0.195428 0.062625 0.008267 89.48 5.13 5.09 1515 LP2 (2026-09-30) PASS NonPolyA_perM 1515 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689047 M M NA Agree 0.03 4.11 0.00 17.10 4.81 16.69 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.704296 0.227097 0.064142 0.004465 90.01 5.20 4.47 2009 LP2 (2026-09-30) PASS NonPolyA_perM 2009 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689048 M M NA Agree 0.05 5.55 0.00 18.32 5.30 18.69 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.694409 0.233445 0.066847 0.005299 89.23 5.30 5.11 2082 LP2 (2026-09-30) PASS NonPolyA_perM 2082 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689049 M M NA Agree 0.04 5.38 0.00 21.23 5.32 20.56 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.743006 0.183921 0.067915 0.005158 89.33 5.33 5.03 1580 LP2 (2026-09-30) PASS NonPolyA_perM 1580 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689050 M M NA Agree 0.08 4.63 0.00 18.35 4.47 17.87 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.702545 0.230937 0.061546 0.004971 90.17 4.57 4.92 1596 LP2 (2026-09-30) PASS NonPolyA_perM 1596 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689051 M M NA Agree 0.02 4.51 0.00 16.64 4.15 16.88 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.700035 0.220739 0.073684 0.005542 88.84 5.63 5.15 2683 LP2 (2026-09-30) PASS NonPolyA_perM 2683 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689052 M M NA Agree 0.02 8.23 0.00 24.80 7.00 29.84 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.65951 0.270437 0.064412 0.005641 89.43 4.44 5.80 788 LP2 (2026-09-30) PASS NonPolyA_perM 788 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689053 M M NA Agree 0.03 5.59 0.00 19.82 5.04 18.13 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.729253 0.198047 0.068384 0.004316 89.00 5.70 4.91 2548 LP2 (2026-09-30) PASS NonPolyA_perM 2548 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689054 M M NA Agree 0.02 11.56 0.00 25.23 8.79 38.31 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.645943 0.287329 0.057467 0.009262 85.85 5.33 8.50 1027 LP2 (2026-09-30) PASS NonPolyA_perM 1027 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689055 M M NA Agree 0.03 5.29 0.00 21.83 5.49 20.34 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.71449 0.22213 0.058837 0.004543 90.25 5.24 4.15 1828 LP2 (2026-09-30) PASS NonPolyA_perM 1828 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689056 M M NA Agree 0.04 4.85 0.00 17.72 5.16 18.52 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.734272 0.187125 0.073551 0.005052 89.81 6.02 3.80 2677 LP2 (2026-09-30) PASS NonPolyA_perM 2677 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689057 M M NA Agree 0.02 4.23 0.00 18.62 4.44 16.90 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.745112 0.178432 0.072132 0.004324 89.18 6.07 4.39 2563 LP2 (2026-09-30) PASS NonPolyA_perM 2563 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689058 M M NA Agree 0.03 6.42 0.00 25.20 5.60 20.00 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.723616 0.213008 0.058596 0.00478 90.93 4.77 3.97 1609 LP2 (2026-09-30) PASS NonPolyA_perM 1609 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689059 M M NA Agree 0.03 4.43 0.00 18.87 4.32 17.66 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.73903 0.191076 0.065214 0.00468 89.48 5.84 4.31 2565 LP2 (2026-09-30) PASS NonPolyA_perM 2565 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689060 M M NA Agree 0.06 5.52 0.00 22.35 5.34 19.99 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.729335 0.205041 0.060744 0.004881 90.42 4.97 4.27 1893 LP2 (2026-09-30) PASS NonPolyA_perM 1893 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689061 M M NA Agree 0.06 5.28 0.00 22.56 5.99 21.45 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.724926 0.210149 0.0603 0.004624 91.12 4.82 3.75 1683 LP2 (2026-09-30) PASS NonPolyA_perM 1683 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689062 M M NA Agree 0.04 5.64 0.00 21.90 5.21 21.07 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.712687 0.214436 0.067209 0.005668 89.42 5.58 4.60 2344 LP2 (2026-09-30) PASS NonPolyA_perM 2344 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689063 M M NA Agree 0.04 5.96 0.00 23.09 6.14 23.13 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.723012 0.211358 0.062084 0.003547 90.93 4.75 3.97 1727 LP2 (2026-09-30) PASS NonPolyA_perM 1727 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689064 M M NA Agree 0.03 6.45 0.00 25.59 5.82 23.89 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.751091 0.179195 0.064917 0.004797 90.65 4.85 4.17 1831 LP2 (2026-09-30) PASS NonPolyA_perM 1831 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689065 M M NA Agree 0.02 5.26 0.00 23.45 5.50 20.93 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.740925 0.185452 0.068219 0.005404 90.76 5.20 3.70 2248 LP2 (2026-09-30) PASS NonPolyA_perM 2248 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689066 M M NA Agree 0.03 6.98 0.00 26.86 7.26 27.85 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.758614 0.174294 0.0611 0.005992 90.60 4.84 4.20 1778 LP2 (2026-09-30) PASS NonPolyA_perM 1778 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689067 M M NA Agree 0.02 4.08 0.00 18.38 4.22 19.09 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.738173 0.185475 0.070602 0.005749 89.69 6.08 3.87 2478 LP2 (2026-09-30) PASS NonPolyA_perM 2478 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689068 M M NA Agree 0.05 5.75 0.00 20.36 5.42 19.53 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.73391 0.191684 0.069603 0.004804 90.29 5.62 3.72 2634 LP2 (2026-09-30) PASS NonPolyA_perM 2634 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689069 M M NA Agree 0.03 4.69 0.00 23.26 4.67 19.30 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.738177 0.191501 0.065985 0.004337 90.38 5.58 3.67 2050 LP2 (2026-09-30) PASS NonPolyA_perM 2050 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689070 M M NA Agree 0.03 5.70 0.00 23.17 4.86 21.61 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.724454 0.203566 0.067234 0.004745 90.23 5.09 4.32 2264 LP2 (2026-09-30) PASS NonPolyA_perM 2264 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689071 M M NA Agree 0.03 5.53 0.00 22.35 4.91 18.79 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.747959 0.181095 0.066537 0.00441 90.02 5.29 4.30 2071 LP2 (2026-09-30) PASS NonPolyA_perM 2071 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689072 M M NA Agree 0.02 4.52 0.00 21.35 4.89 20.65 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.722066 0.208396 0.064255 0.005284 90.63 5.02 4.02 1990 LP2 (2026-09-30) PASS NonPolyA_perM 1990 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689073 M M NA Agree 0.06 6.04 0.00 29.82 5.32 24.99 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.715735 0.220134 0.059718 0.004413 90.16 4.70 4.78 1937 LP2 (2026-09-30) PASS NonPolyA_perM 1937 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689074 M M NA Agree 0.05 4.16 0.00 21.02 3.31 16.47 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.728675 0.189319 0.076835 0.00517 88.15 6.85 4.54 3035 LP2 (2026-09-30) PASS NonPolyA_perM 3035 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689075 M M NA Agree 0.05 7.26 0.00 28.71 7.10 24.62 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.74792 0.190046 0.057212 0.004822 91.24 4.18 4.27 1233 LP2 (2026-09-30) PASS NonPolyA_perM 1233 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689076 M M NA Agree 0.04 7.58 0.00 28.09 5.87 24.48 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.735648 0.20105 0.059825 0.003477 90.46 4.66 4.51 1911 LP2 (2026-09-30) PASS NonPolyA_perM 1911 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689077 M M NA Agree 0.07 6.34 0.00 26.29 5.40 21.63 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.719773 0.212332 0.062107 0.005788 90.70 5.30 3.55 2333 LP2 (2026-09-30) PASS NonPolyA_perM 2333 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689078 M M NA Agree 0.01 1.25 0.00 9.23 2.50 9.29 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.679793 0.16574 0.123711 0.030755 71.69 15.24 12.30 4313 LP2 (2026-09-30) PASS NonPolyA_perM 4313 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689079 M M NA Agree 0.04 10.19 0.00 39.60 8.69 32.45 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.720757 0.22372 0.047162 0.008361 90.12 3.61 5.92 920 LP2 (2026-09-30) PASS NonPolyA_perM 920 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689080 M M NA Agree 0.04 5.10 0.00 22.61 3.56 18.16 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.710199 0.217503 0.065905 0.006393 89.54 6.06 4.01 2375 LP2 (2026-09-30) PASS NonPolyA_perM 2375 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689081 M M NA Agree 0.02 9.70 0.00 51.57 6.91 32.03 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.746731 0.200418 0.051274 0.001577 90.35 3.58 5.64 951 LP2 (2026-09-30) PASS NonPolyA_perM 951 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not GSM8689082 M M NA Agree 0.06 5.88 0.00 24.32 5.29 20.09 SECOND_READ_TRANSCRIPTION_STRAND RRNA_DEPLETED 0.706402 0.223053 0.064791 0.005754 90.47 4.73 4.46 2004 LP2 (2026-09-30) PASS NonPolyA_perM 2004 >= 700: non-polyadenylated small RNAs retained, as rRNA depletion does and oligo-dT selection does not