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long read QC #57

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ehhill opened this issue Feb 23, 2018 · 10 comments
Open

long read QC #57

ehhill opened this issue Feb 23, 2018 · 10 comments

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@ehhill
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ehhill commented Feb 23, 2018

Hi there,
I have long read RNA-seq data from the minion platform. I'm trying to plot gene body coverage of these reads. Is there a reason this data wouldn't be compatible with the QoRTs java application? When I try to run it I get this error message:

Exception in thread "main" net.sf.samtools.SAMFormatException: SAM validation error: ERROR: Record 1, Read name 1_323911, Zero-length read without FZ, CS or CQ tag

Cheers,
Erin

@hartleys
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hartleys commented Feb 26, 2018 via email

@ehhill
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ehhill commented Feb 26, 2018

I've tried SAM/BAM files generated from both gmap and minimap2 (just the generic SAM file format output by these programs). I get the same error message for both.

@hartleys
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hartleys commented Feb 26, 2018 via email

@ehhill
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ehhill commented Feb 27, 2018

Hi, this is the first entry from a minimap2 file.

b66c0d3f-f3e9-46d4-9556-90424e2ca7cb 4 * 0 0 * * 0 0 TTGTGCTTTTCATTTATTCCTCGGCTGGGTTGTTTAGCATTCCCTGCTCTTTTTAAAACGTCATTGTTTATCCGGCTTGTCCGCAGCGGCTGGCTTTTCATCCATACCCAAACGCCTATCACCGTATGTCATCTCGTCATTTCCTGGTATCATTCTGACGTACTCGGCGTGCCATGCGGCACTTCCAGTGGCGTCATCTCCACAAGGCTCCATTTCCCTTTGCCAGGTAGGCAATCACCGTCGCCATCATCTCATACCCTCGATATGCAAAAGCATCGGGCTCGTTGCATTCGCCTCTGCCCATTCGATCATCAGGTCATGTGTACGCCCACCGGCGCTGGCTGTTCGGCATTCGACCGCTCGGCATATCTCGGCTCGACCAATCGGTGCTGGCCACATCTGCCGCCGCAATTATATGGTGCTGCGGTCTGGCCGCG $))($%-130%#2,%'/-('#$%%%%,,+..,12)'',&3)-)((#%'&(++)'++1'&'()%''%11-23(&++,9'#%$%%(((#%%%%&)''&2.,,)5,+))&'$'%&'"(&#$%&-,'))()&,/'01,1)'.(&'&$''&$+$%$&$+,,+-))'&-,'((,+).$(-+:.'.:-/+(-%+$%%('#%'')%&-/)/8+2-&+0(%0(&,)'%%'/-3(,&-&%)%)(-00%$$'#)-)()..+&&$&+0-&+-11,,/1.,).)'('/./'55,+)./-+060)&'&0-)))2()'&%$($)('$<(+/,.'''&#''))('/:/.'00%(&'$//'('(&)+',/7:;:7-(2**(&()''&%'+('',5*+($%''3('))+-($&&#&)((%)*(&&%&

@hartleys
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hartleys commented Feb 27, 2018 via email

@ehhill
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ehhill commented Feb 27, 2018

That's odd, it should be aligned to the genome; it was from a minimap2 spliced alignment to the genome.
Regardless, I've tried other sam files from gmap and these throw this error:

Error info:
Exception in thread "main" java.lang.UnsupportedOperationException: empty.min
at scala.collection.TraversableOnce.min(TraversableOnce.scala:222)
at scala.collection.TraversableOnce.min$(TraversableOnce.scala:220)
at scala.collection.mutable.ArrayOps$ofByte.min(ArrayOps.scala:203)
at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3(commonSeqUtils.scala:710)
at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3$adapted(commonSeqUtils.scala:709)
at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:234)
at scala.collection.immutable.List.foreach(List.scala:389)
at scala.collection.TraversableLike.map(TraversableLike.scala:234)
at scala.collection.TraversableLike.map$(TraversableLike.scala:227)
at scala.collection.immutable.List.map(List.scala:295)
at internalUtils.commonSeqUtils$.initSamRecordIterator(commonSeqUtils.scala:709)
at qcUtils.runAllQC$.runOnSeqFile(runAllQC.scala:1020)
at qcUtils.runAllQC$.run(runAllQC.scala:960)
at qcUtils.runAllQC$allQC_runner.run(runAllQC.scala:672)
at runner.runner$.main(runner.scala:97)
at runner.runner.main(runner.scala)

Here is an entry in this sam file.
1_377103 16 CS10_Chromosome_05 746131 40 12S5M1I7M4D54M1I7M1I5M2D9M24S * 0 0 CTGATTCGCCGTGACTCTTTGCTTAGTTCATGCAGCCCATGCTCACGTCATATCATGAGCTCTGAATCCAATAAGAGATGGAACCGAGTTGAATGTACTCCGGAACCAGCCACGGCAAGCACATTT * MD:Z:6A5^GTTT20T16C6C1C1GA11A4^GT2A6 NH:i:1 HI:i:1 NM:i:18 SM:i:40 XQ:i:40 X2:i:0 XO:Z:UU XS:A:- XG:Z:M

Thanks for you help.

@hartleys
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hartleys commented Feb 27, 2018 via email

@ehhill
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ehhill commented Feb 28, 2018

I've generated a new gmap file using
gmap -D ~/MinION/allReads/alignment_gmap/ -d CS10_db --nofails -f samse --min-intronlength=10 --max-intronlength-middle=1000 --max-intronlength-ends=1000 AllReads_renamed.fasta

Then used samtools/bamtools to convert to sorted .BAM.

This is the .SAM file:
1_9 16 CS10_Chromosome_04 356657 3 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 * 0 0 TCCCTCCCCAAAAGCAAAGTGTAGCGAGAGTTCATGCGACTGGGGTTTCCATAACCGAACCTCGCATTTCTGAGCGATGCAAAGGTGTTCCTGCGGGAAGATTCTCCCATGCACTCAAAAGAAGATAATAAAGCAAATATTCTTCTGCCAGTTGGTCTTTAATGACGACGGCTGCCGATCATCTTCGCATCAATATACCCAAGCGCCGCCGCGTCGTAGGCAAACAATGGAGAATCTATATGAACGCCGTCCATGCTGTTGGTGGCGATCGCATCGATTGCGTCAATAGTCTGGTTTCATACGCTTCATGCCCATATCCTACCGCTCAAAAGATGCATGGTGCAGGCCCTCGAAGGTCAGTGGTGACAGCCGCCGTATAAAGGACGCCCCTGGTAAAAGCATGACTCATTGGGGCGTTTCCACCCACCAGGTGTCGTCTCTACTCAAACAGCCCTCGCTACTGAACGCGAGGGTCCTATGACTACAGTTATCTCAATGTTTCTGGCGTATGACGCTATCTATTGCGCACGCCGCGTAAAATAATACGGCTGGACGTAAATCAGTGAGGCCTGGTGCTTTACCCGGCGCCGACTGGAAATACCAGCAGTACGCGCGGCGGAGAGTACAATAAGGAAGAAAAGATTGAGCGTAAGGTAACGGTAGAGCGGCGCCAGGAATACATGCGGGTCTTAAGGATTGACGTCGGTGATTGCGCTAACGTCCGCGGTTAGATCCATTGCAGGATCAGGCGCTTGATCGGGGTCCTGCCCCAATAGTCCTACACCAAGCGCGTCGTTAGACTTCCCTTTGGTACAATAATCACCTCTTGCCGCATCAGTGGTACGCCCACTATCTACTCTGCCGGACTTTTTCTGGCAATATTCCAGCAGTAACCTACCAGGCGCACAAAGGCGAAAGTGGCCTTTTAGTTCTTCCGCATTTCCATTTAGACGCATCAGTACTCCGGTAGACTTCAAATGGCGTTGCTTCCTTCAGCTCTATCTCCCAGTTTCTCCACAGGCAAATGAGCGCATATTGCGCCCTTTCTGACCCCGGCGATATCATCGCTGATCGTAAGCCGGAAGGCGATAAACGAGGTGACACCATCATGAACCGCATTTCCAAAGCCGATAAGCAAGTTTCTTTTCCGATCCTTTTGCATCAATGGGAGGCGTTCTGTTTTCGTTACTGTTGCCTCGAGAGCATCCCCAACGTTCTATTGATTTGGTTCCCTTTACTCTCCCCAAACTATCATTCATCAACATTGCTTTTCCCTTGTCCCCGCTACCGACAACGACATCAGATCCACTTCTATCCCCATATCATCACTTAGAATCTGGTTCAATCTTTTTCGTTAATTTTTCTTCAAAGGCGATATGACTTTACGCCAATGTCCTGATCCAGGAGTGCTTTCTTCTGCATTTCGGTTAAAGGCGCGTAAACGGGGTTGCATGGGCGGGCGGGAATTTCCATGCCATCAATTTGGCGCGAACCATACATCCAGGTTCAACTCAATACTATCGGCGTTGATCTTCCATCACACTTGCTCTTTTCTCATTCCGGATTCAATGGAGTTTTTGGCACCAGAGCGGGTTCAGAATATTGCCCGCCACCACAACCGGTACGCCAACATCATGCATGCTTATACCTCCGCCATACAAACCGTTTGTTCCGTTAGAGTTGTGCGAAAATCGGGTTAAAACAATCTGGAACGAACTGGAACGAAGCATCAA * MD:Z:5^G6^TTCA1G1T2^TC0A15^CT0A9A1ATC3^AA0G4T11C1T7^TC45AT2A10^GTGT1G5^CTGC0C1C7^AACATC2C4^GCT18C15C1C3G11CA1AA1CA1T2CT16C5^ACA1CCC5T1^CCAT4TA1T6CC2A11CA12^G6^C0A2AC2G2^A0T4GT1^GCTC10^T2A2GC21C20C16A1^A0C2G15GG5T2C10C3G5^TGCG0GA2T2C16AT1C5CC5C5C10CT1A1CC3T1C2^A2A2A1CGCC11T8C4C3^GGTGTAGA16^G1C9C4TTA1^A7C3^GCG0TA1T7A12GTGA1CA2C2T6AT13CTA2CA11C14C3ACCA19CAC5TC1GC1TA1C4C1G18AT6^C2TA10C3T1^C1T6TTA2G13T3TC2T5^TTC20C2A15^AAAGG6^T3T2^CTTTTTT5TC9^TTTCTA2T2^T6^TG1C1CA6CACA3TC2TC3T2T6T1CT1T5A1^G0GG5C5^CTAGGC6C28T2^GGGG0G15T10CC9^TTG1T13T2T1T9TG3TAAT5T15TC9C2CCA1^G4T3G3TT1A6^AC15G21C11TT2C1CAGAG1CC1TTTC7ACAC4TA1T1^TCCT1TC2C8GAG9A1ACAC11^GG8G12^TCTTC0C9T4C12^TA0GC6TT2CT25^TACT7C2G6T2CTGA4^CC2CC18T8T1A9T1TA1T12T10^CCACCACA1A4T7T8 NH:i:1 HI:i:1 NM:i:543
SM:i:40 XQ:i:40 X2:i:0 XO:Z:UU XS:A:+ XG:Z:M
1_11 0 CS10_Chromosome_02 2151720 40 640S14M1I3M1I19M2D24M5I26M1I22M5D15M2I13M3D4M1D8M6S * 0 0 TTGGTATACTTCGTTATCGGAGATTGATGGTTTGTTGGTGCGCTGATGTTGTAGGGGCTTGTGCGCTACTCAGACACCGGGTGCATCGCTTTGCAAACTCTTTCATTGTGAAGGCTGAACTGCATCTGATGGATTTGTTTCCTGGTGAACCGATTCAGCGGGTCCACTTTTATCACAGCACCTAGCCATTCCCGATAACCTTTCGGTTGAAGGAAGAAAGAAAACTTTGGATCGGAGGAGAAAATGACAAAAGAAATTACAGATAACGGCTGGATATTGCAGGTACAGCGAGAGGCGGAGGCGGCAGCGGATATGACGGCGAAAAGCCTCCTGCCAGCCAGTACTGGTGAAGCGGACAGAGACTTACCTACCTCAGATTTATATCCAGGCGGATTTTACGGAGGCGGATACGATACCTCTGGACCTCAATTTAAGCATTTTCGTCAAACTCAGCCGCACAACCAAGGCTACCAGAATGAAATTACTGGCGGAAATTTGGCCAGAGAATTGGGCACGTGGTAACATAAACCGACGTATCGCTGGTACGGCAGCAGGAGACTCAGCGTACTAAGGCAGCAAATCAGTCTGCAGTACCCTGCCAGCTTATCATTATGCGGAACCCTCCGCCAGCATAACTAAACCACAAGACCCAGGAACGCCCGTTGGAGACCGATGGGAAGGTTAAGCCTGCAAAGAAAGAAGGAAGAAGGAAGAGCGACGCCGCTGGGAGGAAGGAAGAGAACCGCCGTCGTAAATGGCGCCGCCGCCGCCATAGCGCCGGTACAGCCGCCATCAGTCCACGCA * MD:Z:12A23^CG2CAC2AGAAAAG11A29AG1A13^ATGGC24G1C1^GCT0T3^A8 NH:i:2 HI:i:1 NM:i:39 SM:i:40 XQ:i:40 X2:i:0 XO:Z:UM XS:A:+ XG:Z:M

I run QoRTs with: java -Xmx4G -jar QoRTs.jar QC --singleEnded --generatePlots allreads.gmap.new.sam EVM6.gtf ~/coverage_plot/test

And get the error message:

Checking first 10000 reads. Checking SAM file for formatting errors...
============================FATAL_ERROR============================
QoRTs encountered a FATAL ERROR. For general help, use command:
java -jar path/to/jar/QoRTs.jar --man
============================FATAL_ERROR============================
Error info:
Exception in thread "main" java.lang.UnsupportedOperationException: empty.min
at scala.collection.TraversableOnce.min(TraversableOnce.scala:222)
at scala.collection.TraversableOnce.min$(TraversableOnce.scala:220)
at scala.collection.mutable.ArrayOps$ofByte.min(ArrayOps.scala:203)
at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3(commonSeqUtils.scala:710)
at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3$adapted(commonSeqUtils.scala:709)
at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:234)
at scala.collection.immutable.List.foreach(List.scala:389)
at scala.collection.TraversableLike.map(TraversableLike.scala:234)
at scala.collection.TraversableLike.map$(TraversableLike.scala:227)
at scala.collection.immutable.List.map(List.scala:295)
at internalUtils.commonSeqUtils$.initSamRecordIterator(commonSeqUtils.scala:709)
at qcUtils.runAllQC$.runOnSeqFile(runAllQC.scala:1020)
at qcUtils.runAllQC$.run(runAllQC.scala:960)
at qcUtils.runAllQC$allQC_runner.run(runAllQC.scala:672)
at runner.runner$.main(runner.scala:97)
at runner.runner.main(runner.scala)

@jackhump
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HI @hartleys , thanks for writing such a useful tool. I'm also trying to apply QoRTs to long read sequencing data generated by PacBio IsoSeq3 and aligned to the human genome with minimap2.
My minimap parameters were:

minimap2 -ax splice -uf -C5 hg38.fa {sample}_hq_transcripts.fq > {sample}_hq_transcripts.sam

I've tried running QoRTs on both the SAM file and the coordinate sorted and indexed BAM file created by samtools.

This is the command I've been trying:

/share/apps/java/bin/java -jar /SAN/vyplab/HuRNASeq/QoRTs-STABLE.jar QC\
	--singleEnded \
	--stranded \
	--verbose \
	--keepMultiMapped \
	--maxReadLength 10000 \
	--minMAPQ 0 \
	aligned/{sample}_transcripts.sam \
	gencode.v30.annotation.gtf \
	../test/

I gradually added all the extra flags in vain to get it to run.

This is the error message I got each time:

Error info:
Exception in thread "main" java.lang.UnsupportedOperationException: empty.min
	at scala.collection.TraversableOnce.min(TraversableOnce.scala:222)
	at scala.collection.TraversableOnce.min$(TraversableOnce.scala:220)
	at scala.collection.mutable.ArrayOps$ofByte.min(ArrayOps.scala:203)
	at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3(commonSeqUtils.scala:710)
	at internalUtils.commonSeqUtils$.$anonfun$initSamRecordIterator$3$adapted(commonSeqUtils.scala:709)
	at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:234)
	at scala.collection.immutable.List.foreach(List.scala:389)
	at scala.collection.TraversableLike.map(TraversableLike.scala:234)
	at scala.collection.TraversableLike.map$(TraversableLike.scala:227)
	at scala.collection.immutable.List.map(List.scala:295)
	at internalUtils.commonSeqUtils$.initSamRecordIterator(commonSeqUtils.scala:709)
	at qcUtils.runAllQC$.runOnSeqFile(runAllQC.scala:1031)
	at qcUtils.runAllQC$.run(runAllQC.scala:970)
	at qcUtils.runAllQC$allQC_runner.run(runAllQC.scala:680)
	at runner.runner$.main(runner.scala:98)
	at runner.runner.main(runner.scala)

For good measure here is a read from my SAM file:

TD_00712_Bha_Adr_MNP_Iso_BS62H9_STD_HQ_transcript/2666	0	chr16	57628620	60	183M21450N99M848N423M1580N133M650N148M1265N132M345N117M233N46M242N104M755N119M1921N269M1086N109M820N269M1486N1572M32S	*	0	0	CTCCCTCTCCGCACTAGCTGTCTGCCCTGCCCTGCCGTAGGAGATGGGCTGGGAGCCTCCCACGCTCTCCAGCTCACTCGGCAGGCAGCGGGGACCAGGGCTGGCAGGTTAAGCCTCTGGGGGTGGATCCTGAAAGGTGGTCCAGCCGCCTGGCCCTGCGTGGGACCCTCCACCTGGCAGCAGGTGGTGACTTCCAAGAGTGACTCCGTCGGAGGAAAATGACTCCCCAGTCGCTGCTGCAGACGACACTGTTCCTGCTGAGTCTGCTCTTCCTGGTCCAAGGTGCCCACGGCAGGGGCCACAGGGAAGACTTTCGCTTCTGCAGCCAGCGGAACCAGACACACAGGAGCAGCCTCCACTACAAACCCACACCAGACCTGCGCATCTCCATCGAGAACTCCGAAGAGGCCCTCACAGTCCATGCCCCTTTCCCTGCAGCCCACCCTGCTTCCCGATCCTTCCCTGACCCCAGGGGCCTCTACCACTTCTGCCTCTACTGGAACCGACATGCTGGGAGATTACATCTTCTCTATGGCAAGCGTGACTTCTTGCTGAGTGACAAAGCCTCTAGCCTCCTCTGCTTCCAGCACCAGGAGGAGAGCCTGGCTCAGGGCCCCCCGCTGTTAGCCACTTCTGTCACCTCCTGGTGGAGCCCTCAGAACATCAGCCTGCCCAGTGCCGCCAGCTTCACCTTCTCCTTCCACAGTCCTCCCCACACGGCCGCTCACAATGCCTCGGTGGACATGTGCGAGCTCAAAAGGGACCTCCAGCTGCTCAGCCAGTTCCTGAAGCATCCCCAGAAGGCCTCAAGGAGGCCCTCGGCTGCCCCCGCCAGCCAGCAGTTGCAGAGCCTGGAGTCGAAACTGACCTCTGTGAGATTCATGGGGGACATGGTGTCCTTCGAGGAGGACCGGATCAACGCCACGGTGTGGAAGCTCCAGCCCACAGCCGGCCTCCAGGACCTGCACATCCACTCCCGGCAGGAGGAGGAGCAGAGCGAGATCATGGAGTACTCGGTGCTGCTGCCTCGAACACTCTTCCAGAGGACGAAAGGCCGGAGGGGGGAGGCTGAGAAGAGACTCCTCCTGGTGGACTTCAGCAGCCAAGCCCTGTTCCAGGACAAGAATTCCAGCCAAGTCCTGGGTGAGAAGGTCTTGGGGATTGTGGTACAGAACACCAAAGTAGCCAACCTCACGGAGCCCGTGGTGCTCACCTTCCAGCACCAGCTACAGCCGAAGAATGTGACTCTGCAATGTGTGTTCTGGGTTGAAGACCCCACATTGAGCAGCCCGGGGCATTGGAGCAGTGCTGGGTGTGAGACCGTCAGGAGAGAAACCCAAACATCCTGCTTCTGCAACCACTTGACCTACTTTGCAGTGCTGATGGTCTCCTCGGTGGAGGTGGACGCCGTGCACAAGCACTACCTGAGCCTCCTCTCCTACGTGGGCTGTGTCGTCTCTGCCCTGGCCTGCCTTGTCACCATTGCCGCCTACCTCTGCTCCAGGAGGAAACCTCGGGACTACACCATCAAGGTGCACATGAACCTGCTGCTGGCCGTCTTCCTGCTGGACACGAGCTTCCTGCTCAGCGAGCCGGTGGCCCTGACAGGCTCTGAGGCTGGCTGCCGAGCCAGTGCCATCTTCCTGCACTTCTCCCTGCTCACCTGCCTTTCCTGGATGGGCCTCGAGGGGTACAACCTCTACCGACTCGTGGTGGAGGTCTTTGGCACCTATGTCCCTGGCTACCTACTCAAGCTGAGCGCCATGGGCTGGGGCTTCCCCATCTTTCTGGTGACGCTGGTGGCCCTGGTGGATGTGGACAACTATGGCCCCATCATCTTGGCTGTGCATAGGACTCCAGAGGGCGTCATCTACCCTTCCATGTGCTGGATCCGGGACTCCCTGGTCAGCTACATCACCAACCTGGGCCTCTTCAGCCTGGTGTTTCTGTTCAACATGGCCATGCTAGCCACCATGGTGGTGCAGATCCTGCGGCTGCGCCCCCACACCCAAAAGTGGTCACATGTGCTGACACTGCTGGGCCTCAGCCTGGTCCTTGGCCTGCCCTGGGCCTTGATCTTCTTCTCCTTTGCTTCTGGCACCTTCCAGCTTGTCGTCCTCTACCTTTTCAGCATCATCACCTCCTTCCAAGGCTTCCTCATCTTCATCTGGTACTGGTCCATGCGGCTGCAGGCCCGGGGTGGCCCCTCCCCTCTGAAGAGCAACTCAGACAGCGCCAGGCTCCCCATCAGCTCGGGCAGCACCTCGTCCAGCCGCATCTAGGCCTCCAGCCCACCTGCCCATGTGATGAAGCAGAGATGCGGCCTCGTCGCACACTGCCTGTGGCCCCCGAGCCCGGCCCAGCCCCAGGCCAGTCAGCCGCAGACTTTGGAAAGCCCAACGACCATGGAGAGATGGGCCGTTGCCATGGTGGACGGACTCCCGGGCTGGGCTTTTGAATTGGCCTTGGGGACTACTCGGCTCTCACTCAGCTCCCACGGGACTCAGAAGTGCGCCGCCATGCTGCCTAGGGTACTGTCCCCACATCTGTCCCAACCCAGCTGGAGGCCTGGTCTCTCCTTACAACCCCTGGGCCCAGCCCTCATTGCTGGGGGCCAGGCCTTGGATCTTGAGGGTCTGGCACATCCTTAATCCTGTGCCCCTGCCTGGGACAGAAATGTGGCTCCAGTTGCTCTGTCTCTCGTGGTCACCCTGAGGGCACTCTGCATCCTCTGTCATTTTAACCTCAGGTGGCACCCAGGGCGAATGGGGCCCAGGGCAGACCTTCAGGGCCAGAGCCCTGGCGGAGGAGAGGCCCTTTGCCAGGAGCATAGCAGCAGCTCGCCTACCTCTGAGCCCAGGCCCCCTCCCTCCCTCAGCCCCCCAGTCCTCCCTCCATCTTCCCTGGGGTTCTCCTCCTCTCCCAGGGCCTCCTTGCTCCTTCGTTCACAGCTGGGGGTCCCCGATTCCAATGCTGTTTTTTGGGGAGTGGTTTCCAGGAGCTGCCTGGTGTCTGCTGTAAATGTTTGTCTACTGCACAAGCCTCGGCCTGCCCCTGAGCCAGGCTCGGTACCGATGCGTGGGCTGGGCTAGGTCCCTCTGTCCATCTGGGCCTTTGTATGAGCTGCATTGCCCTTGCTCACCCTGACCAAGCACACGCCTCAGAGGGGCCCTCAGCCTCTCCTGAAGCCCTCTTGTGGCAAGAACTGTGGACCATGCCAGTCCCGTCTGGTTTCCATCCCACCACTCCAAGGACTGAGACTGACCTCCTCTGGTGACACTGGCCTAGGGCCTGACACTCTCCTAAGAGGTTCTCTCCAAGCCCCCAAATAGCTCCAGGCGCCCTCGGCCGCCCATCATGGTTAATTCTGTCCAACAAACACACACGGGTAGATTGCTGGCCTGTTGTAGGTGGTAGGGACACAGATGACCGACCTGGTCACTCCTCCTGCCAACATTCAGTCTGGTATGTGAGGCGTGCGTGAAGCAAGAACTCCTGGAGCTACAGGGACAGGGAGCCATCATTCCTGCCTGGGAATCCTGGAAGACTTCCTGCAGGAGTCAGCGTTCAATCTTGACCTTGAAGATGGGAAGGATGTTCTTTTTACGTACCAATTCTTTTGTCTTTTGATATTAAAAAGAAGTACATGTTCATTGTAGAGAATTTGGAAACTGTAGAAGAGAATCAAGAAGAAAAATAAAAATCAGCTGTTGTAATCACCTAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA	SJ?fs_]iZ|i~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~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Thanks again!

@bwlang
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bwlang commented Aug 29, 2021

I'm seeing the same issue on the attached bam:
ds.bam.zip
run like this:

qorts QC --singleEnded ds.bam gencode.v35.primary_assembly.annotation.gtf .

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