Overview
Similar to exercise 6.4 we will:
Use created “samplesheet.csv” metadata file for small RNAseq datasets in exercise 6.4.
Use a “nextflow.config” file in the working directory to override Nextflow parameters (e.g., specify where to find the pipeline assets).
Use a PBS script to run the expression profiling of miRNAs against MirGeneDB, a curated database that includes experimentally validated miRNAs.
Prepare pipeline inputs
Let’s move to the working directory:
...
Code Block |
---|
cat launch_nf-core_smallRNAseq_MirGeneDB.pbs |
...
TIP: when running the nf-core/smrnaseq pipeline (release 2.3.1) the pipeline is not able to find the location of the reference adapter sequences for trimming of the raw small RNAseq pipeline, so we need to specify where to find the folder where the adapter sequences file is located. To do this, we prepare a “nextflow.config” file (see below). This file should be already in your working directory. Print the content as follows:
Code Block |
---|
cat nextflow.config |
|
---|
Note: if a config file is placed in the working folder it can override parameters define by the global ~/.nextflow/config file or the config file define as part of the pipeline.
Submit the job to the HPC cluster:
Code Block |
---|
qsub launch_nf-core_smallRNAseq_miRBase.pbs |
Monitor the progress:
Code Block |
---|
qjobs |
The job will take several hours to run, hence we will use precomputed results for the statistical analysis in the next section.
Outputs
The pipeline will produce two folders, one called “work,” where all the processing is done, and another called “results,” where we can find the pipeline's outputs. The content of the results folder is as follows:
...
Submit the job to the HPC cluster:
Code Block |
---|
qsub launch_nf-core_smallRNAseq_MirGeneDB.pbs |
Monitor the progress:
Code Block |
---|
qjobs |
The job will take several hours to run, hence we will use precomputed results for the statistical analysis in the next section.
Outputs
The pipeline will produce two folders, one called “work,” where all the processing is done, and another called “results,” where we can find the pipeline's outputs. The content of the results folder is as follows:
Code Block |
---|
results/ ├── bowtie_index │ ├── mirna_hairpin │ └── mirna_mature ├── fastp │ └── on_raw ├── fastqc │ ├── raw │ └── trimmed ├── mirna_quant │ ├── bam │ ├── edger_qc <-- Expression mature miRNA (mature_counts.csv) and precursor-miRNAs (haripin_counts.csv) counts can be found in this subfolder. │ ├── mirtop │ ├── reference │ └── seqcluster ├── mirtrace │ ├── mirtrace-report.html │ ├── mirtrace-results.json │ ├── mirtrace-stats-contamination_basic.tsv │ ├── mirtrace-stats-contamination_detailed.tsv │ ├── mirtrace-stats-length.tsv │ ├── mirtrace-stats-mirna-complexity.tsv │ ├── mirtrace-stats-phred.tsv │ ├── mirtrace-stats-qcstatus.tsv │ ├── mirtrace-stats-rnatype.tsv │ ├── qc_passed_reads.all.collapsed │ └── qc_passed_reads.rnatype_unknown.collapsed ├── multiqc │ ├── multiqc_data │ ├── multiqc_plots │ └── multiqc_report.html └── pipeline_info ├── execution_report_2024-08-20_16-55-53-26_14-38-10.html ├── execution_report_2024-08-26_17-44-50.html ├── execution_timeline_2024-08-26_14-38-10.html ├── execution_timeline_2024-08-2026_1617-5544-5350.html ├── execution_trace_2024-08-2026_1617-5544-5350.txt ├── nf_core_smrnaseq_software_mqc_versions.yml ├── params_2024-08-2026_1617-5645-0400.json └──├── pipeline_dag_2024-08-2026_1614-5538-5310.html └── pipeline_dag_2024-08-26_17-44-50.html |
The quantification of the mature miRNA and hairpin expressions can be found in the /results/mirna_quant/edger_qc directory.
Code Block |
---|
cd /results/mirna_quant/edger_qc |
Code Block |
---|
├── hairpin_counts.csv ├── hairpin_CPM_heatmap.pdf ├── hairpin_edgeR_MDS_distance_matrix.txt ├── hairpin_edgeR_MDS_plot_coordinates.txt ├── hairpin_edgeR_MDS_plot.pdf ├── hairpin_log2CPM_sample_distances_dendrogram.pdf ├── hairpin_log2CPM_sample_distances_heatmap.pdf ├── hairpin_log2CPM_sample_distances.txt ├── hairpin_logtpm.csv ├── hairpin_logtpm.txt ├── hairpin_normalized_CPM.txt ├── hairpin_unmapped_read_counts.txt ├── mature_counts.csv <----- Expression matureprofile miRNA. This file will be used to identify differentially expressed miRNAs (Session 7)of mature miRNAs. ├── mature_CPM_heatmap.pdf ├── mature_edgeR_MDS_distance_matrix.txt ├── mature_edgeR_MDS_plot_coordinates.txt ├── mature_edgeR_MDS_plot.pdf ├── mature_log2CPM_sample_distances_dendrogram.pdf ├── mature_log2CPM_sample_distances_heatmap.pdf ├── mature_log2CPM_sample_distances.txt ├── mature_logtpm.csv ├── mature_logtpm.txt ├── mature_normalized_CPM.txt └── mature_unmapped_read_counts.txt |
...
Code Block |
---|
cat mature_counts.csv |
Code Block |
---|
"","hsaHsa-letLet-7a7-P1b_5p","hsaHsa-letLet-7a7-3pP1c_5p","hsa-let-7a-2-3p","hsa-let-7b-5p","hsa-let-7b-3p","hsa-let-7c-5p","hsa-let-7c-3p","hsa-let-7d-5p","hsa-let-7d-3p","hsa- "ERR409882",364608,341,16,59417,1998,68342,44,14861,3790,29486,207,211184,228,1462,7002,2,49664,1,1091,174,326,43,6,468,7,1482,1615,9,17256,534,573,6526,0 "ERR409879",305651,184,6,52115,1476,58425,30,12397,2659,23604,201,198778,151,1013,5486,1,48381,4,945,202,194,40,7,368,3,1097,1317,6,12662,561,372,3693,2,1 "ERR409881",712880,165,9,83857,2335,162724,83,30556,4503,68044,385,456864,348,1818,9893,0,111712,5,1495,259,174,48,6,318,2,1466,2220,4,17865,466,551,10360 "ERR409884",182178,111,3,27892,913,39989,21,7751,1886,13902,159,127386,132,743,3651,3,40311,0,629,117,97,21,11,305,2,1147,902,2,8313,368,242,2276,0,1146,4 "ERR409889",568269,257,13,92339,2239,100021,45,20819,3511,44172,207,276474,259,1376,12407,5,83908,5,1971,467,403,70,30,1082,7,3082,3172,14,24112,819,421,6 "ERR409894",314053,137,9,44708,1220,74145,74,12313,2827,25295,196,196866,158,896,4681,3,43677,1,806,138,131,22,7,296,3,1181,1169,5,11145,611,360,3742,5,12 "ERR409887",178201,48,4,25678,733,41506,27,7833,1613,15724,121,123391,98,497,3288,0,39434,1,445,97,65,15,3,150,2,539,461,3,5837,186,161,2958,2,847,3,1544, "ERR409880",318121,136,3,46347,1260,65606,39,11095,2269,24585,200,191072,194,1118,5599,2,67420,3,1242,155,168,22,2,505,6,1708,1836,3,11293,482,359,3652,1, "ERR409890",332579,105,7,40131,955,73537,38,13528,2029,31807,158,207846,175,962,5146,0,42402,0,659,149,102,20,4,219,3,964,1086,4,11957,423,385,6017,4,1556Hsa-Let-7-P1d_5p","Hsa-Let-7-P2a1_5p","Hsa-Let-7-P2a2_5p","Hsa-Let-7-P2a3_5p","Hsa-Let-7-P2b1_5p","Hsa-Let-7-P2b2_5p","Hsa-Let-7-P2b3_5p","Hsa-Let-7-P2c1_5p","Hsa-Let-7-P2c2_5p","Hsa-Let-7-P2c3_5p","Hsa-Mir-1-P1_3p","Hsa-Mir-1-P2_3p","Hsa-Mir-1-P3_3p","Hsa-Mir-7-P1_5p","Hsa-Mir-7-P2_5p","Hsa-Mir-7-P4_5p","Hsa-Mir-8-P1a_3p","Hsa-Mir-8-P1b_3p","Hsa-Mir-8-P2a_3p","Hsa-Mir-8-P2b_3p","Hsa-Mir-8-P3a_3p","Hsa-Mir-9-P1_5p","Hsa-Mir-9-P1_3p","Hsa-Mir-9-P2_5p","Hsa-Mir-9-P2_3p","Hsa-Mir-9-P3_5p","Hsa-Mir-9-P3_3p","Hsa-Mir-10-P1b-v1_5p","Hsa-Mir-10-P1b-v2_5p","Hsa-Mir-10-P1c-v1_5p","Hsa-Mir-10-P1c-v2_5p","Hsa-Mir-10-P2b_5p","Hsa-Mir-10-P2c_5p","Hsa-Mir-10-P2d_5p","Hsa-Mir-10-P3b_5p","Hsa-Mir-10-P3c_5p","Hsa-Mir-10-P3d_5p","Hsa-Mir-15-P1a_5p","Hsa-Mir-15-P1b_5p","Hsa-Mir-15-P1c_5p","Hsa-Mir-15-P1d_5p","Hsa-Mir-15-P2a_5p","Hsa-Mir-15-P2b_5p","Hsa-Mir-15-P2c_5p","Hsa-Mir-15-P2d_5p","Hsa-Mir-17-P1a_5p","Hsa-Mir-17-P1c_5p","Hsa-Mir-17-P1d_5p","Hsa-Mir-17-P1d_3p","Hsa-Mir-17-P2a_5p","Hsa-Mir-17-P2c_5p","Hsa-Mir-17-P4a_5p","Hsa-Mir-17-P4c_5p","Hsa-Mir-17-P4d_5p","Hsa-Mir-19-P1a_3p","Hsa-Mir-19-P2a_3p","Hsa-Mir-19-P2c_3p","Hsa-Mir-21_5p","Hsa-Mir-22-P1b_3p","Hsa-Mir-23-P2_3p","Hsa-Mir-23-P3_3p","Hsa-Mir-24-P2_3p","Hsa-Mir-24-P3_3p","Hsa-Mir-26-P1_5p","Hsa-Mir-26-P2_5p","Hsa-Mir-26-P4_5p","Hsa-Mir-27-P2_3p","Hsa-Mir-27-P3_3p","Hsa-Mir-28-P1_5p","Hsa-Mir-28-P1_3p","Hsa-Mir-28-P2_5p","Hsa-Mir-28-P2_3p","Hsa-Mir-28-P3_5p","Hsa-Mir-29-P1b-v1_3p","Hsa-Mir-29-P1b-v2_3p","Hsa-Mir-29-P1d-v1_3p","Hsa-Mir-29-P1d-v2_3p","Hsa-Mir-29-P2b_3p","Hsa-Mir-29-P2d_3p","Hsa-Mir-30-P1a_5p","Hsa-Mir-30-P1b_5p","Hsa-Mir-30-P1d_5p","Hsa-Mir-30-P2a_5p","Hsa-Mir-30-P2b_5p","Hsa-Mir-30-P2d_5p","Hsa-Mir-31_5p","Hsa-Mir-32_5p","Hsa-Mir-33-P1_5p","Hsa-Mir-33-P3_5p","Hsa-Mir-34-P1_5p","Hsa-Mir-34-P2a_5p","Hsa-Mir-34-P2a_3p","Hsa-Mir-34-P2b_5p","Hsa-Mir-34-P3a-v1_5p","Hsa-Mir-34-P3a-v2_5p","Hsa-Mir-34-P3b_5p","Hsa-Mir-34-P3b_3p","Hsa-Mir-34-P3c_5p","Hsa-Mir-92-P1a_3p","Hsa-Mir-92-P1c_3p","Hsa-Mir-92-P1d_3p","Hsa-Mir-92-P2a_3p","Hsa-Mir-92-P2c_3p","Hsa-Mir-92-P2d_3p","Hsa-Mir-95-P1_3p","Hsa-Mir-95-P2_3p","Hsa-Mir-95-P3-v1_5p","Hsa-Mir-95-P3-v2_5p","Hsa-Mir-95-P4_5p","Hsa-Mir-95-P4_3p","Hsa-Mir-96-P1_5p","Hsa-Mir-96-P2_5p","Hsa-Mir-96-P3-v1_5p","Hsa-Mir-96-P3-v2_5p","Hsa-Mir-101-P1-v1_3p","Hsa-Mir-101-P1-v2_3p","Hsa-Mir-101-P2-v1_3p","Hsa-Mir-101-P2-v2_3p","Hsa-Mir-103-P1_3p","Hsa-Mir-103-P2_3p","Hsa-Mir-103-P4_3p","Hsa-Mir-105-P1_5p","Hsa-Mir-105-P2_5p","Hsa-Mir-122_5p","Hsa-Mir-124-P1-v1_3p","Hsa-Mir-124-P1-v2_3p","Hsa-Mir-124-P2-v1_3p","Hsa-Mir-124-P2-v2_3p","Hsa-Mir-124-P3-v1_3p","Hsa-Mir-124-P3-v2_3p","Hsa-Mir-126-P2-v1_3p","Hsa-Mir-126-P2-v2_5p","Hsa-Mir-126-P2-v3_3p","Hsa-Mir-127_3p","Hsa-Mir-128-P1_3p","Hsa-Mir-128-P2_3p","Hsa-Mir-129-P1_3p","Hsa-Mir-129-P2_5p","Hsa-Mir-129-P2_3p","Hsa-Mir-130-P1c_3p","Hsa-Mir-130-P2a_3p","Hsa-Mir-130-P2b_3p","Hsa-Mir-130-P3b_3p","Hsa-Mir-130-P4a_5p","Hsa-Mir-130-P4a_3p","Hsa-Mir-132-P1_3p","Hsa-Mir-132-P2_5p","Hsa-Mir-132-P2_3p","Hsa-Mir-133-P1-v1_3p","Hsa-Mir-133-P1-v2_3p","Hsa-Mir-133-P2-v1_3p","Hsa-Mir-133-P2-v2_3p","Hsa-Mir-133-P3-v1_3p","Hsa-Mir-133-P3-v2_3p","Hsa-Mir-134_5p","Hsa-Mir-135-P1_5p","Hsa-Mir-135-P2_5p","Hsa-Mir-135-P4_5p","Hsa-Mir-136-v1_3p","Hsa-Mir-136-v2_5p","Hsa-Mir-136-v2_3p","Hsa-Mir-137-P1-v1_3p","Hsa-Mir-137-P1-v2_3p","Hsa-Mir-138-P1_5p","Hsa-Mir-138-P2_5p","Hsa-Mir-139_5p","Hsa-Mir-140-P1-v1_3p","Hsa-Mir-140-P1-v2_3p","Hsa-Mir-142-P1-v1_5p","Hsa-Mir-142-P1-v2_3p","Hsa-Mir-142-P1-v3_3p","Hsa-Mir-142-P1-v4_5p","Hsa-Mir-143_3p","Hsa-Mir-144-v1_3p","Hsa-Mir-144-v2_3p","Hsa-Mir-145_5p","Hsa-Mir-146-P1_5p","Hsa-Mir-146-P4_5p","Hsa-Mir-147-v1_3p","Hsa-Mir-147-v2_3p","Hsa-Mir-148-P1_3p","Hsa-Mir-148-P3_3p","Hsa-Mir-148-P4_3p","Hsa-Mir-149_5p","Hsa-Mir-150_5p","Hsa-Mir-153-P1_3p","Hsa-Mir-153-P2_3p","Hsa-Mir-154-P1_5p","Hsa-Mir-154-P1_3p","Hsa-Mir-154-P2-v1_5p","Hsa-Mir-154-P2-v2_5p","Hsa-Mir-154-P3a-v1_3p","Hsa-Mir-154-P3a-v2_3p","Hsa-Mir-154-P3b_3p","Hsa-Mir-154-P4a_3p","Hsa-Mir-154-P4b_3p","Hsa-Mir-154-P5_5p","Hsa-Mir-154-P5_3p","Hsa-Mir-154-P6_3p","Hsa-Mir-154-P7_5p","Hsa-Mir-154-P8_5p","Hsa-Mir-154-P8_3p","Hsa-Mir-154-P9_3p","Hsa-Mir-154-P10_5p","Hsa-Mir-154-P12_3p","Hsa-Mir-154-P13-v1_5p","Hsa-Mir-154-P13-v2_5p","Hsa-Mir-154-P14_5p","Hsa-Mir-154-P15_5p","Hsa-Mir-154-P16_3p","Hsa-Mir-154-P17_3p","Hsa-Mir-154-P18_3p","Hsa-Mir-154-P19_3p","Hsa-Mir-154-P20-v1_3p","Hsa-Mir-154-P20-v2_3p","Hsa-Mir-154-P21_3p","Hsa-Mir-154-P22_3p","Hsa-Mir-154-P23_3p","Hsa-Mir-154-P24_3p","Hsa-Mir-154-P25_3p","Hsa-Mir-154-P26_3p","Hsa-Mir-154-P27_3p","Hsa-Mir-154-P28a_3p","Hsa-Mir-154-P28b_5p","Hsa-Mir-154-P28b_3p","Hsa-Mir-154-P29_3p","Hsa-Mir-154-P30_3p","Hsa-Mir-154-P36_3p","Hsa-Mir-155_5p","Hsa-Mir-181-P1a_5p","Hsa-Mir-181-P1b_5p","Hsa-Mir-181-P1c_5p","Hsa-Mir-181-P2a_5p","Hsa-Mir-181-P2b_5p","Hsa-Mir-181-P2c_5p","Hsa-Mir-184_3p","Hsa-Mir-185_5p","Hsa-Mir-186_5p","Hsa-Mir-187_3p","Hsa-Mir-188-P1_5p","Hsa-Mir-188-P2_5p","Hsa-Mir-188-P3_5p","Hsa-Mir-190-P1_5p","Hsa-Mir-190-P3_5p","Hsa-Mir-191_5p","Hsa-Mir-192-P1_5p","Hsa-Mir-192-P2_5p","Hsa-Mir-193-P1a_3p","Hsa-Mir-193-P1b_5p","Hsa-Mir-193-P2a_3p","Hsa-Mir-193-P2b_3p","Hsa-Mir-194-P1_5p","Hsa-Mir-194-P2_5p","Hsa-Mir-196-P1_5p","Hsa-Mir-196-P3_5p","Hsa-Mir-196-P4_5p","Hsa-Mir-197_3p","Hsa-Mir-199-P1-v1_3p","Hsa-Mir-199-P1-v2_3p","Hsa-Mir-199-P1-v3_3p","Hsa-Mir-199-P2-v1_3p","Hsa-Mir-199-P2-v2_3p","Hsa-Mir-199-P2-v3_3p","Hsa-Mir-199-P3-v1_3p","Hsa-Mir-199-P3-v2_3p","Hsa-Mir-199-P3-v3_3p","Hsa-Mir-202_5p","Hsa-Mir-203-v1_3p","Hsa-Mir-203-v2_3p","Hsa-Mir-204-P1_5p","Hsa-Mir-204-P2_5p","Hsa-Mir-205-P4_5p","Hsa-Mir-208-P1_3p","Hsa-Mir-208-P2_3p","Hsa-Mir-210_3p","Hsa-Mir-214-v1_3p","Hsa-Mir-214-v2_3p","Hsa-Mir-216-P2a_5p","Hsa-Mir-216-P2b_5p","Hsa-Mir-217-v1_5p","Hsa-Mir-217-v2_5p","Hsa-Mir-218-P2_5p","Hsa-Mir-218-P4_5p","Hsa-Mir-219-P2_5p","Hsa-Mir-219-P2_3p","Hsa-Mir-219-P2-as_5p","Hsa-Mir-219-P2-as_3p","Hsa-Mir-219-P3_3p","Hsa-Mir-221-P1a_3p","Hsa-Mir-221-P2a_5p","Hsa-Mir-221-P2a_3p","Hsa-Mir-223_3p","Hsa-Mir-224_5p","Hsa-Mir-296_5p","Hsa-Mir-320-P1_3p","Hsa-Mir-320-P2a_3p","Hsa-Mir-320-P2b_3p","Hsa-Mir-320-P3_3p","Hsa-Mir-320-P4_3p","Hsa-Mir-324_5p","Hsa-Mir-325_3p","Hsa-Mir-326_3p","Hsa-Mir-328_3p","Hsa-Mir-330-v1_3p","Hsa-Mir-330-v2_3p","Hsa-Mir-331_3p","Hsa-Mir-335_5p","Hsa-Mir-335_3p","Hsa-Mir-337-as_5p","Hsa-Mir-337-as_3p","Hsa-Mir-337-v1_5p","Hsa-Mir-337-v1_3p","Hsa-Mir-337-v2_5p","Hsa-Mir-337-v2_3p","Hsa-Mir-338-P2_3p","Hsa-Mir-338-P2-as_5p","Hsa-Mir-338-P2-as_3p","Hsa-Mir-339_5p","Hsa-Mir-339_3p","Hsa-Mir-340_5p","Hsa-Mir-342_3p","Hsa-Mir-345_5p","Hsa-Mir-346_5p","Hsa-Mir-361-v1_5p","Hsa-Mir-361-v2_3p","Hsa-Mir-362-P1_5p","Hsa-Mir-362-P2-v1_3p","Hsa-Mir-362-P2-v2_3p","Hsa-Mir-362-P3_3p","Hsa-Mir-362-P4_3p","Hsa-Mir-362-P5_5p","Hsa-Mir-370_3p","Hsa-Mir-374-P1_5p","Hsa-Mir-374-P1_3p","Hsa-Mir-374-P2_5p","Hsa-Mir-375_3p","Hsa-Mir-376-P1_3p","Hsa-Mir-376-P2_3p","Hsa-Mir-376-P3_3p","Hsa-Mir-376-P4_3p","Hsa-Mir-376-P5_3p","Hsa-Mir-378_3p","Hsa-Mir-383-v1_5p","Hsa-Mir-383-v2_5p","Hsa-Mir-423_5p","Hsa-Mir-423_3p","Hsa-Mir-425_5p","Hsa-Mir-430-P1_3p","Hsa-Mir-430-P2_3p","Hsa-Mir-430-P3_3p","Hsa-Mir-430-P4_3p","Hsa-Mir-430-P5_5p","Hsa-Mir-430-P5_3p","Hsa-Mir-430-P6_3p","Hsa-Mir-430-P7_3p","Hsa-Mir-430-P8a_3p","Hsa-Mir-430-P8b_3p","Hsa-Mir-430-P9a_5p","Hsa-Mir-430-P9a_3p","Hsa-Mir-430-P9b_5p","Hsa-Mir-430-P9b_3p","Hsa-Mir-430-P10_3p","Hsa-Mir-430-P11_3p","Hsa-Mir-430-P12_5p","Hsa-Mir-430-P13_5p","Hsa-Mir-430-P14_3p","Hsa-Mir-430-P15_5p","Hsa-Mir-430-P16_3p","Hsa-Mir-430-P17_5p","Hsa-Mir-430-P18_5p","Hsa-Mir-430-P18_3p","Hsa-Mir-430-P19_3p","Hsa-Mir-430-P21_3p","Hsa-Mir-430-P22_3p","Hsa-Mir-430-P23_3p","Hsa-Mir-430-P24_3p","Hsa-Mir-430-P25_3p","Hsa-Mir-430-P26_3p","Hsa-Mir-430-P27a_3p","Hsa-Mir-430-P27b_3p","Hsa-Mir-430-P29a_3p","Hsa-Mir-430-P29b_3p","Hsa-Mir-430-P31a_5p","Hsa-Mir-430-P31b_5p","Hsa-Mir-430-P33_5p","Hsa-Mir-430-P34_5p","Hsa-Mir-430-P35a_3p","Hsa-Mir-430-P35b_3p","Hsa-Mir-430-P35c_3p","Hsa-Mir-430-P38_3p","Hsa-Mir-430-P39_3p","Hsa-Mir-430-P41_3p","Hsa-Mir-430-P42_3p","Hsa-Mir-430-P43_5p","Hsa-Mir-430-P43_3p","Hsa-Mir-430-P44_5p","Hsa-Mir-430-P45_5p","Hsa-Mir-430-P46_5p","Hsa-Mir-430-P47_5p","Hsa-Mir-430-P48_5p","Hsa-Mir-430-P49_5p","Hsa-Mir-430-P50_5p","Hsa-Mir-431_5p","Hsa-Mir-431_3p","Hsa-Mir-432_5p","Hsa-Mir-433_3p","Hsa-Mir-448_5p","Hsa-Mir-448_3p","Hsa-Mir-450-P1_5p","Hsa-Mir-450-P2_5p","Hsa-Mir-450-P3_5p","Hsa-Mir-451_5p","Hsa-Mir-452-v1_5p","Hsa-Mir-452-v2_5p","Hsa-Mir-455_5p","Hsa-Mir-459_5p","Hsa-Mir-483_5p","Hsa-Mir-486_5p","Hsa-Mir-488_3p","Hsa-Mir-489-v1_3p","Hsa-Mir-489-v2_3p","Hsa-Mir-490_5p","Hsa-Mir-491_5p","Hsa-Mir-493_5p","Hsa-Mir-499_5p","Hsa-Mir-504-v1_5p","Hsa-Mir-504-v2_5p","Hsa-Mir-505-v1_5p","Hsa-Mir-505-v2_5p","Hsa-Mir-506-P1_5p","Hsa-Mir-506-P1_3p","Hsa-Mir-506-P2_3p","Hsa-Mir-506-P3_3p","Hsa-Mir-506-P4a1_3p","Hsa-Mir-506-P4a2_3p","Hsa-Mir-506-P4b_3p","Hsa-Mir-506-P5_5p","Hsa-Mir-506-P6a1_5p","Hsa-Mir-506-P6a2_5p","Hsa-Mir-506-P6b_5p","Hsa-Mir-506-P6c_5p","Hsa-Mir-506-P7a_3p","Hsa-Mir-506-P7b_3p","Hsa-Mir-506-P7c_3p","Hsa-Mir-506-P8_5p","Hsa-Mir-506-P9_5p","Hsa-Mir-506-P10_5p","Hsa-Mir-506-P11_3p","Hsa-Mir-506-P12_3p","Hsa-Mir-506-P13_5p","Hsa-Mir-506-P13_3p","Hsa-Mir-506-P29_3p","Hsa-Mir-511_5p","Hsa-Mir-511_3p","Hsa-Mir-541_5p","Hsa-Mir-541_3p","Hsa-Mir-542-v1_3p","Hsa-Mir-542-v2_3p","Hsa-Mir-544_3p","Hsa-Mir-550-P1_3p","Hsa-Mir-550-P2a_3p","Hsa-Mir-550-P2b_3p","Hsa-Mir-551-P1_3p","Hsa-Mir-551-P2_3p","Hsa-Mir-552_5p","Hsa-Mir-552_3p","Hsa-Mir-556_5p","Hsa-Mir-556_3p","Hsa-Mir-561_5p","Hsa-Mir-574_3p","Hsa-Mir-576_5p","Hsa-Mir-577_5p","Hsa-Mir-579_3p","Hsa-Mir-580_3p","Hsa-Mir-582-v1_5p","Hsa-Mir-582-v2_5p","Hsa-Mir-584_5p","Hsa-Mir-585_3p","Hsa-Mir-589_5p","Hsa-Mir-590_3p","Hsa-Mir-592_5p","Hsa-Mir-598_3p","Hsa-Mir-599_5p","Hsa-Mir-605-v1_3p","Hsa-Mir-605-v2_3p","Hsa-Mir-615_3p","Hsa-Mir-616_5p","Hsa-Mir-624_5p","Hsa-Mir-628_5p","Hsa-Mir-628_3p","Hsa-Mir-629_5p","Hsa-Mir-642_5p","Hsa-Mir-651_5p","Hsa-Mir-652_3p","Hsa-Mir-653_3p","Hsa-Mir-670_3p","Hsa-Mir-671_5p","Hsa-Mir-671_3p","Hsa-Mir-675_3p","Hsa-Mir-676_3p","Hsa-Mir-744_5p","Hsa-Mir-760_3p","Hsa-Mir-766_3p","Hsa-Mir-769_5p","Hsa-Mir-770_5p","Hsa-Mir-873-v1_5p","Hsa-Mir-873-v1_3p","Hsa-Mir-873-v2_5p","Hsa-Mir-874_3p","Hsa-Mir-875_5p","Hsa-Mir-876_3p","Hsa-Mir-877_5p","Hsa-Mir-885_5p","Hsa-Mir-887_5p","Hsa-Mir-887_3p","Hsa-Mir-935-v1_3p","Hsa-Mir-935-v2_3p","Hsa-Mir-944_3p","Hsa-Mir-1180_3p","Hsa-Mir-1247_5p","Hsa-Mir-1249_3p","Hsa-Mir-1251_5p","Hsa-Mir-1252_5p","Hsa-Mir-1266_5p","Hsa-Mir-1269_3p","Hsa-Mir-1270_5p","Hsa-Mir-1271_5p","Hsa-Mir-1271_3p","Hsa-Mir-1276_5p","Hsa-Mir-1277_5p","Hsa-Mir-1278_3p","Hsa-Mir-1286_3p","Hsa-Mir-1287_5p","Hsa-Mir-1294_5p","Hsa-Mir-1295_3p","Hsa-Mir-1296_5p","Hsa-Mir-1298_5p","Hsa-Mir-1301_3p","Hsa-Mir-1306_5p","Hsa-Mir-1307_5p","Hsa-Mir-1323_5p","Hsa-Mir-1343_3p","Hsa-Mir-1908_5p","Hsa-Mir-1910_3p","Hsa-Mir-1911_5p","Hsa-Mir-1912_3p","Hsa-Mir-1913_5p","Hsa-Mir-1913_3p","Hsa-Mir-1914_5p","Hsa-Mir-2114_5p","Hsa-Mir-2114_3p","Hsa-Mir-2115_3p","Hsa-Mir-2116_5p","Hsa-Mir-2116_3p","Hsa-Mir-2276_5p","Hsa-Mir-2276_3p","Hsa-Mir-2355_5p","Hsa-Mir-2355_3p","Hsa-Mir-2467_5p","Hsa-Mir-3059_5p","Hsa-Mir-3085_3p","Hsa-Mir-3126_5p","Hsa-Mir-3127_5p","Hsa-Mir-3136_5p","Hsa-Mir-3138_3p","Hsa-Mir-3140_3p","Hsa-Mir-3144-v1_5p","Hsa-Mir-3144-v2_5p","Hsa-Mir-3145_3p","Hsa-Mir-3146_3p","Hsa-Mir-3173_5p","Hsa-Mir-3174_5p","Hsa-Mir-3180-P1_3p","Hsa-Mir-3180-P2_3p","Hsa-Mir-3180-P3_3p","Hsa-Mir-3187_3p","Hsa-Mir-3194_5p","Hsa-Mir-3200_3p","Hsa-Mir-3611_3p","Hsa-Mir-3613_5p","Hsa-Mir-3617_5p","Hsa-Mir-3619_5p","Hsa-Mir-3622_5p","Hsa-Mir-3622_3p","Hsa-Mir-3663_3p","Hsa-Mir-3690_5p","Hsa-Mir-3909_3p","Hsa-Mir-3924_3p","Hsa-Mir-3934_5p","Hsa-Mir-3934_3p","Hsa-Mir-3942_5p","Hsa-Mir-3942_3p","Hsa-Mir-3944_3p","Hsa-Mir-4424_3p","Hsa-Mir-4524_3p","Hsa-Mir-4637_3p","Hsa-Mir-4661_5p","Hsa-Mir-4662_5p","Hsa-Mir-4664_5p","Hsa-Mir-4664_3p","Hsa-Mir-4677_3p","Hsa-Mir-4731_5p","Hsa-Mir-4731_3p","Hsa-Mir-4766_5p","Hsa-Mir-4766_3p","Hsa-Mir-5579_5p","Hsa-Mir-5581_5p","Hsa-Mir-5581_3p","Hsa-Mir-5586_5p","Hsa-Mir-5683_5p","Hsa-Mir-5687_5p","Hsa-Mir-5687_3p","Hsa-Mir-6715_3p","Hsa-Mir-7151_5p","Hsa-Mir-7151_3p","Hsa-Mir-7854_3p","Hsa-Novel-1-v1_3p","Hsa-Novel-2_5p","Hsa-Novel-2_3p","Hsa-Novel-3_5p" "ERR409886",18482,47783,208285,208285,208285,129115,129115,27498,21535,7913,16405,45477,89,1,89,1932,1932,1932,381,46,389,349,466,162369,8029,162369,8029,162369,8029,33274,2402,3269,551,84391,22426,52166,181833,85271,85271,3166,363,352,2111,36647,37811,20,5760,662,164,473,254,104,28,884,163,3226,399,1216,1216,21918,4210,9845,3637,3329,3329,1006516,30890,1006516,163575,11134,1438,14574,29328,6468,1337,6548,2989,6548,2989,43894,11586,79701,187929,81149,14185,36070,36070,949,293,433,323,967,79,17,589,7,8,7,0,16,22290,22290,78218,1,2416,5989,994,2462,10,8,4,25,217,7399,1483,590,40121,31860,40121,31860,7270,35489,35489,78,78,5,41977,52733,41977,52733,41977,52733,24196,106512,25090,128705,72327,72327,2106,3709,546,4454,518,3843,1086,190,287,6120,302,753,1559,508,52,9,1559,508,720,1351,1351,8,9448,1723,1608,2194,254,11997,11997,6497,4501,8186,1835,76,367,2979,620467,1162,1282,7301,17722,967,4,5,11049,191,3009,10014,1904,11572,11572,268,20,85,59,1103,2084,1134,502,502,367,493,450,432,27,209,11651,412,7405,9289,20935,92,840,462,2164,87,424,19,18,1622,309,4200,62,379,515,2947,18,355,4,0,149,3582,695,392597,392597,43191,22462,22462,5225,141,285,25940,79,26,1276,1129,2275,18,119626,902,8147,410,177,74,465,574,580,16,12,19,6654,3161,3637,359,3161,3637,359,3161,3637,359,0,370,90,174,18936,9,56,1,456,79,121,0,0,0,3,3644,3644,2830,1575,354,2139,4,11573,888,17482,869,122,20,2912,284,284,74,79,597,0,73,327,750,960,920,4664,1975,2,10,10,35,24,63,21870,21979,248,96,1043,8654,6748,1105,247,2537,1202,196,1259,987,711,213,23,609,804,1278,863,373,217,37,217,911,4,7172,266,313,3003,8642,2484,2,1,7,6,0,3,1,4,0,0,3,0,3,0,4,3,0,2,0,8,23,2,2,1,3,0,2,2,1,0,0,0,0,0,0,127,127,20,1,2,2,3,0,0,30,0,0,6,0,0,0,0,3,8,8,16,27,1650,1122,3,7,98,98,181,9006,41,36,263,0,84,21802,607,25,3,26,70,36,132,672,582,5,0,0,1,0,5,13,13,13,0,1,1,0,2,2,2,2,0,6,1,7,0,0,1,0,8,6,9,12,42,36,6,57,57,57,6,63,2,2,2,0,90,1141,70,1294,0,6,280,125,610,3,333,83,188,2777,0,2,0,10,17,6,847,372,63,3,33,178,1,62,78,443,7,1,4015,21,274,20009,470,1630,309,1077,2891,2,38,192,1026,22,841,944,975,2,1489,126,914,77,19,0,3,7,799,0,9,76,1,36,17,1,1,2648,284,370,49,9072,1,32,21,0,40,18,1,4,1,9,6,9,1,5,0,1,38,1,163,74,8,0,13,1,2,0,0,0,0,0,4,1,16,16,16,0,6,719,14,143,2,1,8,16,0,4,74,0,1,0,1,0,0,10,0,0,0,44,0,1,33,0,1,0,2,0,0,4,23,427,0,0,1,0,3,4,0,1,2,1 "ERR409894",25295,74145,314056,314056,314056,196868,196868,44708,38319,12313,25733,73578,80,0,80,2544,2544,2544,60,12,52,47,23,296685,5669,296685,5669,296685,5669,61620,4875,1558,331,41100,14486,30986,81252,66568,66568,4681,473,316,3132,43675,45066,17,4206,806,114,446,364,131,17,1169,170,4443,296,1181,1181,16810,3742,11247,2053,3471,3471,1077711,36069,1077711,251199,4538,962,10434,38256,15234,1483,9233,3091,9233,3091,40611,13395,112919,181079,77627,20833,38564,38564,1215,336,1173,523,1588,102,15,992,11,20,2,0,18,35052,35052,64729,0,1835,7599,1128,4416,11,9,2,24,9,1411,50,26,49727,59678,49727,59678,12143,60887,60887,146,146,24,59511,69508,59511,69508,59511,69508,13765,73971,14378,181488,87393,87393,2443,7258,857,3754,448,6669,1345,93,269,10423,319,828,1134,372,39,2,1134,372,1886,1296,1296,8,16570,2736,1479,2334,206,28543,28543,8033,4699,8944,1127,44,190,1110,197946,893,1024,3502,25612,1136,15,16,6976,173,3722,16591,1010,12486,12486,349,73,118,109,2897,4897,1953,747,747,887,868,455,1055,34,233,7366,1364,27279,17203,36872,35,1618,1180,3475,225,637,42,75,2579,264,2381,142,595,1042,5190,79,896,8,0,303,10352,306,1210291,1210291,62245,81344,81344,7834,212,430,25963,115,26,1259,1342,2729,17,135192,941,8565,694,243,67,359,519,532,12,11,16,4628,1120,1313,122,1120,1313,122,1120,1313,122,0,669,143,13,12255,5,126,0,575,15,19,0,9,4,3,5260,5260,10450,8358,2101,7874,2,16851,496,23335,301,31,33,3306,433,433,113,116,1079,0,93,471,1467,1740,1499,3550,1611,2,3,3,47,16,69,60609,60760,352,154,1462,32764,6652,1518,385,2464,1797,137,985,829,292,114,22,979,940,2096,931,1010,278,35,278,1288,0,5042,699,901,2677,6997,4201,7,4,8,6,0,0,0,4,1,1,6,0,6,0,3,0,0,1,0,18,20,1,1,2,2,2,0,0,0,0,0,0,0,1,1,123,123,2,1,2,2,4,2,2,16,0,0,14,0,0,0,1,0,9,9,76,90,3853,2099,0,6,99,99,210,17440,7,5,161,1,11,20637,1413,30,7,91,175,59,227,607,568,10,2,0,1,0,10,13,13,13,0,4,4,1,7,16,16,16,0,0,0,5,0,0,1,0,7,2,11,66,112,51,8,29,29,29,2,76,5,0,1,1,25,813,60,3218,2,3,469,238,2573,1,597,92,615,4342,0,0,0,8,18,1,1402,444,54,7,57,253,6,136,151,705,1,7,8443,48,226,59904,413,3923,880,2508,4247,0,59,464,1511,24,1237,1708,1775,0,2620,103,1958,183,15,4,6,10,225,2,13,75,0,55,55,1,0,2771,95,435,80,13812,5,59,56,0,9,3,1,4,3,4,2,16,0,7,1,9,38,3,352,163,37,0,12,0,0,0,0,0,0,2,6,0,8,8,8,5,0,1544,11,384,2,0,18,10,5,0,94,0,0,0,2,0,2,11,2,0,2,69,0,0,104,2,0,1,0,0,0,7,6,497,0,1,0,9,20,4,2,2,0,1 "ERR409882",29486,68342,364624,364624,364624,211190,211190,59417,50824,14861,35925,72845,74,0,74,2622,2622,2622,131,9,77,40,61,325973,8439,325973,8439,325973,8439,590,39,257,40,76456,15965,79481,138889,79205,79205,7002,516,560,2437,49659,51704,8,4855,1091,99,857,419,326,29,1615,144,6901,468,1482,1482,24378,6526,17222,2551,5206,5206,912248,41809,912248,483786,6316,1189,9908,69875,25710,1943,9231,3800,9231,3800,47851,16570,97895,154770,94091,19681,46605,46605,1564,824,2449,616,1556,253,56,1597,6,14,2,0,16,42246,42246,49159,0,1818,10678,1110,7100,20,16,9,41,26,855,50,25,50447,70938,50447,70938,12864,57341,57341,140,140,7,41395,49653,41395,49653,41395,49653,13448,74943,13981,136743,126377,126377,3006,6973,1734,4233,844,10072,2068,162,612,12356,325,808,1742,519,87,3,1742,519,1137,1797,1797,40,16506,2869,1850,2353,270,21757,21757,9365,5325,10167,1394,71,248,1375,156379,770,879,3090,30683,1167,12,22,6130,197,5674,13748,1165,11814,11814,409,52,98,95,2384,3988,1903,908,908,776,883,439,657,20,290,10390,1069,31192,7588,17457,32,1077,1230,4201,185,1095,63,62,2624,429,2694,193,909,764,8335,46,645,3,0,413,6698,269,1588207,1588207,58138,123734,123734,6750,221,969,35337,111,12,861,1320,2651,15,133354,1242,10850,878,161,178,755,544,553,0,0,0,4641,939,1126,89,939,1126,89,939,1126,89,0,990,222,45,20718,6,71,0,553,15,20,5,6,5,15,5290,5290,27504,24275,6383,19515,3,14287,941,24578,282,15,28,4384,840,840,338,351,1053,0,81,527,1879,2305,1468,4595,2076,7,7,7,75,21,107,137212,137541,872,240,934,50448,8398,1405,402,3044,1613,104,810,659,407,107,39,688,1491,2790,1920,687,296,48,296,1397,2,6662,846,1048,2844,6735,4023,1,1,3,3,0,1,0,0,1,1,5,1,5,1,3,2,0,1,0,13,32,1,1,2,3,0,2,2,0,0,2,1,1,1,1,74,74,4,2,1,1,0,0,0,25,0,0,3,1,0,0,0,0,5,5,60,64,3827,1819,4,15,114,114,205,13575,12,10,151,0,5,10994,1335,35,4,98,113,67,368,678,594,5,2,0,0,0,15,16,16,16,0,0,0,0,34,7,7,7,0,3,0,1,0,0,0,0,4,1,25,28,70,41,14,58,58,58,1,57,1,3,16,6,43,1824,121,13804,0,9,461,230,8202,2,596,183,797,5582,2,0,0,0,43,4,1564,621,49,40,47,241,3,136,74,507,1,18,6614,47,217,53803,380,3476,534,2199,3280,1,60,481,2404,38,1472,1297,1364,0,1724,31,1554,126,32,1,4,34,742,3,13,170,2,43,63,7,0,3140,126,550,79,12186,2,39,63,0,0,5,2,3,0,1,0,30,3,14,4,13,164,5,266,137,23,0,11,5,0,0,0,0,1,0,13,6,17,17,17,1,0,1607,24,495,4,0,20,14,9,1,115,0,2,0,3,0,0,12,1,1,2,128,0,0,129,0,2,0,1,1,0,29,23,710,0,2,1,7,11,4,0,1,1,1 "ERR409895",51987,118227,531423,531423,531423,425095,425095,75630,54780,27318,46007,123354,94,0,94,2601,2601,2601,86,29,46,64,25,351690,8239,351690,8239,351690,8239,20151,1621,1767,374,45448,16006,28319,126317,77580,77580,12518,719,205,6701,106970,108410,17,8138,822,159,1033,814,101,18,1036,215,8262,307,1046,1046,23678,9282,11499,3093,2510,2510,890275,42091,890275,330699,11208,3235,25120,55300,14939,1113,7204,3802,7204,3802,60529,19337,141169,275225,119188,21785,79221,79221,2112,604,1384,493,1645,82,16,611,5,23,10,0,46,79714,79714,187504,0,4578,14988,1222,6294,8,7,8,26,97,7302,207,60,73215,71216,73215,71216,22185,72334,72334,270,270,31,29859,37997,29859,37997,29859,37997,21006,108098,21910,169189,181209,181209,1937,6809,749,7157,755,7980,1629,417,616,11534,292,1370,2327,709,26,1,2327,709,1334,1192,1192,23,17282,3166,1785,2614,304,31176,31176,7659,7642,13515,4095,145,423,7553,408242,6538,7275,4045,20094,1153,13,12,11497,192,3007,22780,3365,16085,16085,276,24,80,50,1851,4598,2573,753,753,1313,926,364,692,10,350,17572,1003,28739,22203,49190,12,3098,1149,5398,197,591,36,28,3706,576,6070,73,889,711,6862,47,763,7,3,267,10785,799,1403870,1403870,85415,124893,124893,11139,333,446,35578,152,58,1599,1489,2286,8,134665,1501,11859,457,356,83,544,925,930,32,30,59,8605,4909,5718,542,4909,5718,542,4909,5718,542,0,860,179,6,13663,7,190,1,509,78,107,4,1,0,3,4856,4856,7803,8139,1842,6739,4,42451,759,29558,642,68,27,6325,571,571,172,194,588,0,105,756,1951,2293,1163,5182,2407,2,15,15,37,28,76,58806,59037,604,116,1897,24308,7244,2809,371,2878,2486,118,1566,1284,362,270,22,1062,1080,2088,1285,1165,240,41,240,1090,10,12064,1180,1330,14694,24224,6058,5,2,4,6,8,2,1,6,1,1,8,1,8,1,13,12,0,7,0,23,37,7,7,2,1,1,2,2,0,0,0,2,2,1,1,178,178,75,9,11,11,2,3,3,63,0,2,18,1,0,0,2,0,21,21,53,106,4244,2679,6,4,138,138,243,56450,29,25,320,2,83,114906,1003,59,6,44,53,80,174,876,834,16,4,0,2,0,17,29,29,29,1,1,1,0,1,5,5,5,0,3,0,14,2,0,1,0,35,2,14,16,70,44,4,140,140,140,1,60,4,6,4,2,63,1148,162,3364,0,11,470,141,2231,9,658,110,692,3607,8,2,2,13,27,3,2715,612,105,19,29,430,4,145,117,1081,3,9,20566,51,189,48199,519,4159,950,2780,4186,0,71,892,2521,26,1786,1879,1959,1,4565,170,1960,112,40,10,18,16,334,2,21,132,3,87,25,1,0,3568,137,660,92,9449,6,60,68,2,5,4,3,4,2,10,12,14,0,11,4,10,83,2,274,212,22,2,27,1,0,1,0,0,0,0,17,0,26,26,26,5,2,1480,11,154,3,0,12,11,7,5,196,0,0,0,1,0,0,19,0,0,7,104,0,0,90,0,1,0,1,0,0,5,47,159,0,0,0,5,7,9,0,0,0,3 "ERR409889",44172,100021,568283,568283,568283,276482,276482,92339,45533,20819,40731,109175,90,2,90,3681,3681,3681,128,27,182,73,63,348083,12697,348083,12697,348083,12697,10343,815,896,173,114204,25485,107620,224474,124928,124928,12407,857,511,3326,83889,86937,22,6641,1971,191,1318,579,403,48,3172,257,9831,1082,3082,3082,33803,6428,14994,2989,6773,6773,1126662,67728,1126662,646255,8880,2113,17403,108618,35513,1909,18075,5576,18075,5576,67338,23043,120517,282422,152861,22050,61147,61147,1607,1123,4399,1112,2428,238,34,1228,16,19,16,0,28,68324,68324,102493,1,3378,16696,1742,7061,27,29,4,26,23,1010,89,55,104211,97970,104211,97970,16544,74052,74052,147,147,21,40637,51001,40637,51001,40637,51001,16768,81925,17579,223278,113033,113033,3551,6530,1159,4756,878,11862,2763,208,501,5864,253,672,1632,539,43,5,1632,539,1120,2443,2443,28,16891,3592,2279,2978,397,25174,25174,7733,8359,15564,2850,122,467,3785,179012,3025,3345,4338,32778,1135,22,32,8570,265,7274,14247,1770,15860,15860,473,79,76,56,1402,2815,1604,649,649,719,974,757,980,12,279,14448,1225,19974,12858,28760,14,1316,1095,3196,198,700,22,24,2395,406,4207,89,671,784,5288,38,785,5,0,247,7125,443,2201392,2201392,71343,176499,176499,9568,353,1087,54574,107,44,1782,2001,6911,32,188567,1778,16012,898,484,117,687,1086,1102,7,11,19,6037,1410,1671,163,1410,1671,163,1410,1671,163,0,1153,245,12,18771,10,138,0,564,43,51,15,9,2,9,6071,6071,51953,22770,5392,43189,1,14762,1105,32119,862,24,34,8160,643,643,212,231,956,0,72,589,2622,3226,1469,6387,2338,8,22,22,36,42,57,256337,256911,1186,230,1458,45410,8869,2517,385,4243,2332,381,1598,1332,782,227,24,984,1837,3413,2290,828,384,53,384,1672,4,8734,512,581,5770,13739,5694,2,4,5,7,0,0,1,5,1,1,5,0,5,0,2,6,1,7,0,32,47,7,7,3,0,2,4,4,1,0,2,1,1,1,1,183,183,4,0,0,0,1,0,0,40,0,1,23,1,1,1,0,1,17,17,32,45,3162,2153,1,3,161,161,280,30806,13,16,268,0,18,32455,1570,39,5,30,126,74,609,710,613,18,6,0,1,0,8,6,6,6,0,0,0,0,9,7,7,7,0,4,3,9,1,0,2,0,4,7,20,28,127,72,9,126,126,126,8,54,4,9,16,1,76,2890,115,16397,2,12,527,243,9176,3,872,242,558,3130,0,0,0,3,39,9,1424,566,87,90,62,355,7,107,175,744,0,16,10160,29,412,51121,628,3826,641,2578,5283,0,76,547,1198,60,2638,1351,1412,0,2532,97,1715,189,37,6,2,17,1551,3,18,288,5,65,70,13,2,3350,63,602,103,15877,2,52,63,0,1,5,4,2,0,11,2,34,4,19,0,10,126,5,320,127,14,1,20,1,0,1,0,0,0,0,21,4,20,20,20,4,1,1387,25,534,11,0,34,8,10,2,103,0,0,0,2,2,0,25,4,0,5,139,0,0,223,0,0,0,0,0,1,17,15,193,2,0,0,6,8,6,0,4,2,0 "ERR409899",26036,66085,289927,289927,289927,223463,223463,43602,31044,14122,26046,74340,52,0,52,1065,1065,1065,64,21,48,33,23,202181,5564,202181,5564,202181,5564,7551,621,405,69,53057,14763,40535,111938,63693,63693,5151,312,120,3637,50438,51359,5,3753,548,83,436,381,76,18,855,111,3914,232,766,766,20854,4826,6013,1923,2039,2039,568618,28058,568618,237548,7110,1522,12641,47514,11334,763,4033,2351,4033,2351,32490,9869,88055,133689,69828,12162,44997,44997,1396,324,927,253,1377,73,21,475,12,24,7,0,15,41671,41671,120059,0,2051,7239,889,3713,5,6,3,21,37,1302,49,25,34962,39619,34962,39619,10615,42411,42411,117,117,10,24954,30847,24954,30847,24954,30847,12527,69751,13101,107921,103380,103380,1261,4931,486,3684,519,5541,1108,210,430,6429,124,645,1233,395,15,0,1233,395,693,1089,1089,8,9930,1579,987,1403,198,19785,19785,5236,5429,9389,1189,48,183,2048,295673,1082,1209,2285,12614,858,5,6,4590,107,2403,11526,1658,7649,7649,171,14,71,63,1185,2753,674,514,514,703,398,239,567,6,191,9720,639,17326,14673,33362,84,1730,442,3152,83,335,14,18,1695,240,3118,27,531,349,5320,18,463,3,1,131,3931,475,918041,918041,48646,79560,79560,6933,215,365,21748,83,24,838,790,1559,6,95734,1021,8285,374,225,36,362,636,641,7,8,11,5322,1693,2005,166,1693,2005,166,1693,2005,166,0,693,171,146,6386,6,67,0,231,29,41,3,4,2,3,2901,2901,5388,7310,1586,4207,3,24759,643,16080,385,198,20,3487,353,353,116,126,396,0,65,486,1470,1697,887,3518,1770,4,2,2,29,11,53,47689,47870,443,104,1321,16703,4804,1721,336,1894,1567,98,919,755,400,157,8,606,686,1178,781,837,113,29,113,608,3,5466,580,689,6855,12340,3661,1,0,2,6,0,1,0,1,0,0,10,0,10,0,2,0,0,1,0,6,5,1,1,2,1,0,0,0,0,0,0,0,0,0,0,52,52,7,3,1,1,0,0,0,20,0,0,4,0,0,0,0,0,6,6,41,51,2139,1804,5,2,67,67,126,10990,23,32,114,0,15,30723,661,34,2,39,49,30,170,603,546,9,3,0,0,1,10,6,6,6,0,1,1,0,3,8,8,8,0,1,0,8,0,0,0,0,7,2,15,16,41,22,5,32,32,32,0,22,3,4,6,2,27,976,87,3082,0,15,251,84,3088,0,439,58,418,2090,1,0,0,2,25,5,1520,463,42,13,23,220,2,49,94,729,1,11,10662,51,179,33167,326,2012,451,1308,2489,0,46,479,1611,25,1038,1245,1293,0,2762,86,1201,59,26,7,2,7,662,0,12,69,2,39,43,6,1,2009,50,581,43,3532,1,42,44,2,1,1,2,2,1,7,3,18,1,9,0,5,33,2,162,108,9,0,17,2,0,0,0,0,0,0,14,3,12,12,12,0,4,1023,5,104,5,2,12,10,8,3,147,0,0,0,3,0,0,23,0,1,2,84,0,0,45,2,0,0,0,0,0,3,34,109,0,0,0,3,2,5,0,1,2,2 "ERR409879",23604,58426,305660,305660,305660,198784,198784,52115,30986,12397,31814,71170,118,0,118,2172,2172,2172,50,11,77,45,32,244049,6070,244049,6070,244049,6070,745,53,556,81,39073,13513,37070,83880,61766,61766,5486,563,250,2450,48372,49837,10,4989,945,71,573,324,194,13,1317,84,5416,368,1097,1097,17441,3693,11852,1912,4549,4549,648819,37424,648819,386589,6048,1002,8493,51180,17850,1537,10383,3578,10383,3578,40318,13317,76955,153308,75424,16435,34395,34395,1339,539,1858,521,1840,206,44,1403,8,12,25,0,18,38723,38723,54859,0,1301,8254,969,4337,3,6,12,24,9,697,50,27,58201,62781,58201,62781,12924,56545,56545,87,87,10,28560,36096,28560,36096,28560,36096,12572,70711,13058,133094,83543,83543,2771,6508,1327,2976,599,6750,1478,131,407,6318,179,550,1360,408,51,2,1360,408,1044,1705,1705,48,13478,2270,1350,1923,236,20695,20695,6339,5529,9960,1205,35,163,1523,167320,721,791,2244,28591,1004,7,10,5176,183,3857,11303,935,9761,9761,389,56,118,126,1195,2260,1210,680,680,655,643,380,815,8,203,10013,759,18858,13035,30396,18,1037,946,2829,127,749,20,61,1831,288,2569,97,575,527,4251,36,538,1,0,155,5216,440,1437944,1437944,57132,104456,104456,7077,306,668,25124,93,20,972,1051,1794,12,115127,1064,10721,760,189,135,638,604,613,2,0,0,5186,837,1007,87,837,1007,87,837,1007,87,0,872,208,9,23740,9,52,0,488,29,40,7,14,1,7,4544,4544,18182,16553,3661,13908,0,11497,434,21125,309,22,25,4062,616,616,200,213,817,0,67,380,1490,1742,1247,3393,1500,2,12,12,41,24,57,103104,103346,699,193,854,23310,7292,1327,371,2410,1718,102,656,521,211,125,20,686,889,1906,1255,718,287,43,287,1192,4,4453,570,691,2929,6680,4041,5,2,2,3,1,0,0,1,2,2,11,0,11,0,6,0,0,0,0,12,22,0,0,0,1,0,1,1,0,0,0,0,0,1,1,39,39,3,0,1,1,1,1,1,13,0,0,3,2,0,0,0,0,5,5,36,44,2391,1652,1,4,59,59,108,11509,10,8,150,1,7,15986,937,23,1,38,108,46,317,486,433,12,4,0,0,0,14,8,8,8,0,0,0,0,9,4,4,4,0,0,0,1,1,0,0,0,6,6,11,22,84,33,8,45,45,45,3,64,0,4,4,1,44,2085,79,7084,2,6,352,155,5325,1,544,133,492,3788,1,0,0,0,16,7,872,332,44,13,28,146,0,103,96,535,5,3,6714,37,238,50310,336,2385,296,1490,3294,1,44,315,1487,32,1105,1334,1393,0,1736,45,1860,130,24,1,10,17,280,2,8,100,0,56,56,5,2,2749,93,393,71,6885,0,33,45,0,1,2,8,5,2,4,5,15,6,9,3,5,127,0,232,68,14,2,14,3,1,0,0,0,0,0,10,3,14,14,14,0,2,961,12,413,6,0,8,7,8,10,96,1,2,0,1,0,0,10,2,0,1,65,0,0,73,0,0,3,0,0,0,14,24,494,0,0,0,3,6,5,0,3,0,1 "ERR409885",46550,128501,546059,546059,546059,376491,376491,59795,58479,22746,52245,128485,226,0,226,3395,3395,3395,98,26,67,93,38,538146,13606,538146,13606,538146,13606,6828,446,6232,906,64175,23895,60082,192590,105925,105925,7931,822,567,3479,73527,76507,22,8525,1079,125,866,428,137,20,1632,168,5275,473,1656,1656,28742,7321,14345,4189,4608,4608,1234738,71349,1234738,340718,10429,2937,20984,55486,19264,2643,18227,7360,18227,7360,87923,28764,157223,400714,156264,37164,89158,89158,2686,663,985,462,2643,145,14,678,17,31,5,0,30,41887,41887,101693,2,2511,10600,2296,5678,23,22,12,57,18,1170,80,28,113197,104525,113197,104525,20856,82673,82673,232,232,11,36985,47976,36985,47976,36985,47976,25086,137721,26103,194433,186496,186496,4185,7962,1387,8647,1071,11482,2463,279,483,5684,200,530,2342,738,83,4,2342,738,1409,3377,3377,38,28877,5188,2723,4515,500,36383,36383,11150,6833,13302,2689,106,442,3352,329329,1390,1525,6466,38674,1579,7,16,37987,515,5288,20972,2027,22017,22017,441,88,164,158,2074,3939,867,1136,1136,1418,1413,706,1138,27,503,24592,1100,40174,28077,62800,230,1860,1236,5991,311,1511,53,57,4953,780,5584,212,1451,830,15515,56,1093,2,0,393,6926,764,1155524,1155524,111831,77627,77627,12489,415,707,55392,143,34,1660,2101,3437,22,179355,2155,16540,701,218,190,953,1287,1306,6,5,8,7040,6687,7690,823,6687,7690,823,6687,7690,823,2,1892,499,593,37963,11,207,0,1263,112,158,4,1,1,7,9859,9859,6271,5941,1509,5029,6,23449,1248,45940,1216,91,33,5516,386,386,100,107,888,0,86,534,1441,1722,1375,10154,3841,10,21,21,134,43,203,56847,57081,504,161,1324,29395,9674,2106,355,4392,2678,193,1289,1012,489,224,33,915,1582,3310,1735,1099,402,54,402,1804,10,13716,1120,1345,5307,10960,6288,17,2,8,9,1,0,3,5,0,0,16,0,16,0,11,8,0,5,0,26,62,5,5,5,6,0,2,2,0,0,3,0,0,0,0,265,265,46,13,11,11,6,6,6,75,0,5,21,0,0,0,0,3,14,14,56,89,3959,2304,2,2,183,183,375,10084,62,45,495,0,124,21958,1769,39,5,38,132,121,363,958,865,15,3,0,0,0,13,13,13,13,1,3,3,3,2,5,5,5,0,14,2,15,0,0,2,0,30,36,20,42,173,91,13,123,123,123,9,51,3,6,10,5,116,1145,133,3802,0,15,772,341,2112,0,654,191,946,6655,2,0,0,3,32,7,2918,793,67,9,94,224,3,106,123,902,16,19,10781,40,263,66696,484,5165,533,3287,3299,0,167,457,2230,35,1163,1798,1867,25,3123,152,1591,155,49,1,10,17,641,2,14,160,3,58,58,2,2,4863,129,681,73,9646,2,59,21,0,5,1,2,4,0,26,11,12,1,4,2,8,81,4,274,128,22,0,18,2,0,0,0,0,1,0,7,2,23,23,23,2,2,1243,17,410,7,0,31,13,10,14,126,1,0,0,1,0,0,23,4,0,2,283,0,0,113,0,0,0,0,1,0,8,50,633,0,0,0,2,4,5,0,0,0,0 "ERR409881",68044,162724,712891,712891,712891,456871,456871,83857,80694,30556,48422,173832,236,4,236,7532,7532,7532,111,38,68,83,29,505079,11707,505079,11707,505079,11707,33515,2722,33628,6418,83922,33096,63987,206640,140562,140562,9893,1007,557,7965,111687,114249,34,12105,1495,304,850,490,174,34,2220,469,7821,318,1466,1466,25992,10360,16971,4722,6172,6172,1306207,64732,1306207,456521,11564,2762,22652,74781,18176,2515,16612,6025,16612,6025,86030,27061,225215,388430,183906,40028,95562,95562,3318,651,1114,632,4042,102,34,751,13,28,7,0,56,50223,50223,152955,0,4186,14145,2741,7725,11,12,10,54,41,3311,141,60,97973,95281,97973,95281,25287,120575,120575,266,266,41,85729,103639,85729,103639,85729,103639,29299,154432,30711,310035,178251,178251,5805,13303,2143,9677,1146,12770,2700,227,552,19727,617,1726,3136,951,77,8,3136,951,1861,2874,2874,24,30660,4627,2898,4804,549,53209,53209,17679,9753,19199,2418,107,335,3537,424335,2225,2557,6288,71836,2519,22,22,25339,329,6167,32508,3095,24860,24860,717,79,275,271,4109,7461,1987,1057,1057,2041,1601,1021,1970,31,738,24404,2073,46532,37889,86780,451,2888,2021,7990,327,1539,124,138,6422,811,7195,231,1233,1445,16446,97,1980,12,0,558,11984,629,1669814,1669814,129747,100625,100625,13775,413,835,54292,208,51,2022,2096,5667,22,257254,1964,16893,805,538,177,967,1113,1131,17,19,31,9789,5648,6647,668,5648,6647,668,5648,6647,668,0,1414,357,555,35922,19,213,0,806,88,131,9,1,0,1,10434,10434,7757,7658,2022,5993,3,44502,1319,42549,806,80,36,5994,576,576,191,209,1365,0,128,851,2266,2682,2694,8431,4185,4,13,13,92,49,137,80458,80757,505,139,2281,35542,12253,3233,701,5024,3217,344,2275,1940,524,303,42,2000,1855,3176,1550,1640,485,65,485,2159,5,13561,1548,1916,7664,17914,7732,3,0,3,3,0,8,0,0,0,0,6,0,6,0,25,7,2,7,0,24,44,7,7,1,1,0,1,1,1,0,0,2,2,2,2,204,204,42,5,13,13,5,4,4,52,0,1,16,0,2,2,1,4,19,19,134,110,5607,4179,12,11,232,232,509,47056,50,26,387,0,210,73452,2305,35,9,88,288,124,252,1375,1262,11,3,0,4,1,26,24,24,24,3,3,3,0,7,18,18,18,1,4,0,20,3,0,1,1,31,9,29,79,219,103,17,96,96,96,1,64,9,4,4,7,109,1604,95,3722,0,22,739,372,2274,7,1137,164,1174,7275,2,0,0,5,29,14,4082,864,85,14,96,310,5,401,218,1273,8,10,16550,65,484,96501,941,5742,1195,3684,7408,0,146,816,3541,49,1944,3104,3275,2,5553,181,1931,245,60,7,11,10,501,2,35,167,1,94,80,0,3,4360,156,1011,128,7056,1,69,135,1,2,10,4,4,2,28,19,25,2,6,0,11,70,6,512,329,22,1,22,0,2,0,1,0,2,0,14,2,23,23,23,2,3,2309,14,214,5,4,80,16,10,11,219,0,0,0,2,0,0,34,5,1,1,396,2,0,105,1,2,0,1,1,0,10,58,282,1,2,0,5,6,3,0,1,0,1 "ERR409884",13902,39989,182180,182180,182180,127391,127391,27892,21549,7751,22131,46596,66,2,66,1447,1447,1447,35,7,36,34,16,196178,4898,196178,4898,196178,4898,6965,504,726,106,43204,12728,30825,68002,44846,44846,3651,471,282,2261,40310,41613,13,6397,629,88,412,226,97,13,902,124,3750,305,1147,1147,11326,2276,10756,1657,2715,2715,444239,24388,444239,233163,4314,713,5836,29302,9379,1419,7804,2854,7804,2854,31781,10062,57601,128120,64357,12170,23331,23331,1531,344,737,298,1174,90,16,520,14,26,7,0,31,20238,20238,40989,0,1240,4943,778,2925,8,6,3,17,12,717,55,27,49544,45459,49544,45459,10703,45558,45558,43,43,1,21057,27396,21057,27396,21057,27396,11167,53583,11587,98161,40927,40927,1590,3986,840,3019,483,4927,906,96,276,5055,243,509,731,229,32,1,731,229,674,1207,1207,22,9852,1718,980,1628,181,16502,16502,5002,4525,8352,863,37,119,1058,140864,866,976,2419,20539,690,12,11,4577,112,2516,11085,959,8278,8278,244,28,83,70,763,1429,889,478,478,427,482,317,507,13,150,8058,408,12605,9952,23278,124,775,429,1673,108,579,11,30,1740,251,1884,78,373,280,3039,16,391,0,2,140,2273,233,1032952,1032952,48446,63591,63591,5082,179,307,17416,83,13,686,835,991,9,86941,790,7812,437,94,103,400,476,484,1,3,7,4043,918,1071,85,918,1071,85,918,1071,85,0,547,139,427,8798,5,54,0,390,35,49,2,4,1,5,3364,3364,7836,6725,1595,5896,1,8091,496,14072,375,16,21,3578,391,391,105,106,655,0,48,246,941,1175,865,2946,1056,3,18,18,27,33,45,49365,49487,277,101,686,12524,5615,860,118,1734,942,93,613,522,251,71,8,482,660,1318,754,657,212,35,212,786,2,5487,415,489,1903,4611,2774,0,0,1,4,0,0,1,2,3,3,4,0,4,0,1,0,0,2,0,9,41,2,2,1,2,0,1,1,0,0,2,0,0,2,2,88,88,2,2,0,0,0,0,0,36,0,0,13,0,0,0,0,0,4,4,13,40,1737,974,2,1,50,50,131,7945,12,8,130,0,16,12145,719,25,3,25,90,41,124,308,269,3,0,0,0,0,12,14,14,14,0,0,0,1,2,1,1,1,0,2,0,0,0,0,0,0,0,1,11,24,81,54,11,25,25,25,2,83,5,4,4,0,32,800,68,3523,0,7,291,138,1664,1,360,97,382,3164,0,0,0,0,27,7,846,233,13,7,15,109,2,81,53,324,0,3,5146,33,146,32132,259,1839,135,1131,2791,0,39,219,616,24,939,783,811,1,1075,70,1095,69,15,3,2,19,373,0,7,82,2,24,23,3,1,2558,18,327,36,8381,0,19,24,0,0,3,1,1,0,3,7,10,0,1,0,4,44,1,209,64,4,0,8,2,0,1,0,0,0,0,8,0,3,3,3,4,1,635,5,210,1,0,14,13,2,1,54,0,0,0,0,0,0,6,0,0,5,36,0,0,65,0,0,0,0,0,2,6,10,270,0,0,1,3,1,1,0,0,0,0 "ERR409887",15724,41506,178203,178203,178203,123392,123392,25678,21471,7833,16863,39681,47,0,47,851,851,851,49,5,39,25,19,145191,4103,145191,4103,145191,4103,653,47,1175,194,32872,9571,18025,66334,40183,40183,3288,295,115,2204,39428,40251,3,3595,445,43,400,277,65,11,461,62,2768,150,539,539,7940,2958,9108,1310,1544,1544,468744,18438,468744,136266,3946,798,5997,26416,6398,1089,3548,1926,3548,1926,24682,7965,63546,98963,51187,10449,24714,24714,1199,205,446,179,910,49,10,417,6,15,11,0,20,19661,19661,44227,0,1008,4914,644,2643,8,9,14,20,47,2282,95,38,24146,26527,24146,26527,8198,33067,33067,93,93,4,20735,26295,20735,26295,20735,26295,10752,49408,11141,82819,63997,63997,1596,3774,773,2647,336,3817,782,97,225,6206,124,508,1352,413,49,2,1352,413,700,829,829,13,7640,1294,802,1174,161,15440,15440,4834,3251,6011,1195,40,144,2022,138841,1217,1378,2499,12990,562,3,6,5268,100,1866,8978,751,6510,6510,213,35,65,53,1202,2417,538,388,388,419,331,173,306,7,124,7396,402,12724,10391,23065,66,946,648,2124,98,356,22,24,1389,267,1996,40,409,391,4191,26,389,0,0,100,3011,290,529543,529543,37741,38672,38672,4665,118,192,16059,74,18,573,609,759,8,73191,672,5717,347,106,73,297,425,427,1,0,0,3665,1047,1212,125,1047,1212,125,1047,1212,125,0,593,120,13,9205,5,60,0,333,29,37,4,3,0,0,2631,2631,2960,3364,726,2095,0,11908,421,13274,233,14,10,1818,153,153,37,37,570,0,37,302,843,1033,873,2707,1106,0,3,3,15,9,28,24389,24447,208,92,868,9918,4231,986,197,1362,909,43,548,438,250,106,7,508,503,776,526,761,135,6,135,565,4,4397,320,384,2461,5593,2397,0,2,0,3,1,0,0,4,0,0,4,0,4,0,2,5,0,0,1,7,20,0,0,0,2,0,0,0,1,0,0,2,2,0,0,71,71,9,1,8,8,0,0,0,21,0,1,11,1,0,0,0,1,3,3,33,52,1733,1092,0,3,46,46,89,14823,8,6,156,0,29,29298,578,29,6,40,62,32,86,472,427,2,1,0,2,0,8,14,14,14,0,0,0,0,1,4,4,4,0,2,0,5,1,0,0,0,1,6,9,10,39,15,2,43,43,43,2,38,1,2,4,2,24,557,37,1747,0,4,214,74,1272,0,324,48,310,2985,0,0,0,0,7,7,1089,371,12,4,20,166,2,84,50,365,2,4,5941,24,141,25675,281,1909,357,1294,2321,0,40,330,1100,19,823,1200,1248,0,1518,45,852,70,20,4,1,10,370,0,3,27,0,28,29,5,2,2358,92,318,42,1924,1,33,28,4,11,1,1,2,1,4,3,10,2,3,0,4,23,0,108,46,14,1,9,0,0,0,0,0,0,0,4,0,9,9,9,0,1,633,4,70,0,0,8,9,3,5,79,0,3,0,0,0,0,9,0,0,0,122,0,0,37,0,0,0,0,0,0,0,11,179,0,0,0,0,2,1,0,1,0,0 "ERR409896",33998,84952,421398,421398,421398,276681,276681,45870,45473,17317,28264,98399,190,0,190,3483,3483,3483,64,26,23,40,25,338071,7300,338071,7300,338071,7300,1120,90,1313,246,38187,12327,28735,106078,57630,57630,5614,474,277,3698,55347,57207,9,6472,681,104,554,302,98,20,1097,173,4263,237,878,878,22008,5011,12375,2482,2830,2830,808800,40245,808800,283426,7213,1705,12424,44621,13050,1245,6990,2931,6990,2931,40846,14105,110045,196102,96291,20531,50059,50059,1243,450,775,310,1797,106,18,807,11,18,7,0,21,29984,29984,76923,0,2118,7667,1264,5126,19,10,10,29,24,1671,78,38,53967,59905,53967,59905,12161,55872,55872,176,176,16,29330,35825,29330,35825,29330,35825,13675,84382,14296,109286,117082,117082,2597,6221,870,5056,658,7474,1662,156,360,10817,284,874,1855,527,42,5,1855,527,825,1764,1764,20,15747,2621,1437,2523,284,21742,21742,7363,5565,10158,1621,44,208,2335,444106,1089,1226,5522,30221,1420,6,9,8804,149,3382,12655,1326,12784,12784,252,36,93,81,1570,2989,715,588,588,860,798,344,708,13,302,15405,723,25632,15848,35882,186,1136,939,3870,180,720,44,62,3214,381,3610,92,851,707,9522,63,879,6,0,289,5039,549,1033792,1033792,69282,75654,75654,7303,185,401,32436,117,22,905,1047,2785,17,112532,1243,10099,343,256,73,433,641,651,3,0,0,4461,2319,2715,277,2319,2715,277,2319,2715,277,0,875,185,390,10924,4,118,0,329,32,49,0,4,1,5,5338,5338,7072,7443,1539,5008,0,21472,892,22993,339,48,20,3120,358,358,117,120,711,0,54,346,1172,1373,933,5163,2375,4,9,9,42,21,74,54741,54899,412,101,1016,29604,5830,1246,280,2585,1503,121,829,683,281,125,26,747,942,2319,966,1013,188,39,188,948,2,6536,734,892,3278,8250,4162,6,2,4,4,0,2,0,1,0,0,3,3,3,3,7,8,0,8,2,24,20,8,8,1,2,0,5,5,1,0,0,2,2,0,0,114,114,32,2,1,1,1,1,1,39,0,1,4,0,0,0,1,0,4,4,74,58,2407,1685,4,4,129,129,272,12595,19,17,241,0,38,23776,1085,41,11,36,67,66,201,585,548,13,2,0,0,0,21,11,11,11,0,1,1,0,4,7,7,7,0,4,1,7,0,0,0,0,3,2,11,19,140,59,7,57,57,57,3,42,1,6,3,4,78,815,86,5081,1,13,450,176,2804,4,487,92,616,3553,0,0,0,0,24,3,2188,545,54,14,39,171,3,164,111,625,0,10,7393,41,176,42059,346,3633,630,2439,2429,0,98,362,1649,26,985,1234,1293,0,2321,84,791,115,33,5,2,15,330,1,8,104,3,60,33,3,0,1879,190,437,48,6842,1,38,62,0,9,3,1,2,4,4,8,11,1,9,1,9,48,4,231,137,7,0,9,1,0,0,0,0,0,0,4,1,13,13,13,4,1,1072,11,226,2,0,41,12,2,4,110,0,1,1,2,0,0,25,1,0,1,139,0,0,78,1,0,0,1,0,0,6,30,173,1,0,0,3,2,0,0,0,0,2 "ERR409891",29525,75858,351589,351589,351589,231752,231752,37230,42277,14405,28404,83319,181,1,181,3044,3044,3044,51,21,39,48,19,320620,7883,320620,7883,320620,7883,1043,75,599,98,55062,15968,39781,137101,69745,69745,4055,465,305,2989,45421,47166,17,6607,666,83,355,229,104,18,1199,136,3474,298,1054,1054,20342,4172,14864,2937,2943,2943,928138,36161,928138,222559,5353,1285,12393,34429,9831,1553,9338,3390,9338,3390,39369,14032,110091,201672,103617,20408,51940,51940,1547,333,350,209,1995,73,12,405,11,25,10,0,20,22354,22354,69352,0,1477,5872,1364,3998,14,12,10,41,27,1359,87,41,47339,48159,47339,48159,10120,52492,52492,141,141,25,22515,28882,22515,28882,22515,28882,14838,69676,15571,114072,78297,78297,3356,6279,1278,4170,672,8074,1721,131,293,8089,293,639,1901,506,51,3,1901,506,896,2035,2035,39,14698,2175,1203,2421,278,21660,21660,6339,4753,9424,1392,67,325,1939,353754,531,591,7400,36059,1404,11,12,9217,146,3219,12251,1103,13004,13004,275,42,105,112,1383,2549,1342,611,611,715,749,503,737,12,265,12016,819,21218,13786,33311,190,1276,869,3000,171,862,49,50,2929,395,2404,105,768,515,5222,44,840,7,0,193,4080,576,796738,796738,67663,55796,55796,7990,240,426,31801,75,26,782,1197,2759,13,120606,995,7275,374,208,122,587,539,552,2,1,1,4797,2028,2442,235,2028,2442,235,2028,2442,235,0,828,196,194,19434,4,85,0,499,39,56,5,5,5,10,4303,4303,4003,4546,1053,2675,2,18017,1049,21370,605,62,17,2777,261,261,63,69,761,0,50,270,944,1135,1003,5769,2555,0,7,6,37,17,66,43542,43721,270,87,932,21286,6685,1189,238,2668,1612,152,1050,874,560,124,20,572,1022,2053,1017,728,214,37,214,970,4,6290,613,740,2911,6580,3813,4,1,7,3,0,0,2,9,0,0,17,2,17,2,13,1,0,3,0,20,40,3,3,2,5,0,6,6,0,0,0,1,1,1,1,150,150,21,3,3,3,1,1,1,62,0,2,17,0,0,0,1,0,11,11,46,45,2727,1492,3,4,144,144,271,7993,18,18,212,1,35,15025,1031,24,6,20,144,48,157,555,482,8,3,1,1,0,10,14,14,14,0,1,1,0,1,8,8,8,0,3,1,13,0,0,0,0,5,4,22,38,104,49,4,48,48,48,1,52,1,3,1,7,64,633,79,3165,0,12,332,196,1630,0,428,100,551,3800,0,3,0,0,23,3,1727,574,64,3,52,120,1,181,114,470,3,4,5809,25,167,44239,323,2214,387,1435,2637,0,80,390,1629,34,983,1235,1281,3,1763,54,961,95,49,2,4,18,544,2,11,97,2,47,29,3,0,2204,203,416,36,3174,1,33,29,0,21,3,2,1,0,9,7,13,0,4,0,5,48,1,189,69,15,0,9,0,0,1,0,0,1,0,5,0,9,9,9,2,1,1024,9,152,3,1,11,10,4,4,74,0,0,0,0,0,0,9,1,0,3,91,0,0,71,0,0,0,0,0,0,6,29,151,0,0,1,1,2,3,0,0,2,1 "ERR409880",24585,65606,318124,318124,318124,191076,191076,46347,33601,11095,30137,68711,97,0,97,2989,2989,2989,47,25,36,50,44,290747,8820,290747,8820,290747,8820,46880,3480,2808,551,69417,20179,44661,131928,78369,78369,5599,715,289,3168,67394,69275,17,8438,1242,249,731,350,168,41,1836,309,5608,505,1708,1708,16238,3652,12411,3303,4085,4085,992232,47704,992232,251724,7333,1138,12443,37379,11713,1502,12501,4447,12501,4447,43362,14217,100389,262121,103390,22148,48346,48346,1283,575,793,458,1732,77,15,310,13,16,7,0,27,34443,34443,78883,1,3067,9122,1520,3396,8,9,3,23,35,1423,96,46,63368,58266,63368,58266,13385,65870,65870,86,86,4,43698,54178,43698,54178,43698,54178,17139,95688,17804,154286,71967,71967,3054,5453,1283,4859,751,7448,1821,146,369,12565,337,1140,1209,355,40,3,1209,355,952,2008,2008,17,12938,2282,1353,2699,283,20161,20161,9478,5955,11532,2396,90,392,3284,221336,2872,3237,6077,32976,936,8,9,12690,301,4086,11603,1910,13148,13148,362,52,172,147,1346,2300,1363,540,540,568,813,586,675,15,279,13344,735,15161,14127,32782,20,954,813,2634,148,824,32,39,2292,350,3376,137,486,519,4654,30,562,2,0,198,4374,444,938054,938054,70757,61438,61438,8600,307,433,30512,92,50,1267,1585,3157,16,149424,1266,11078,586,199,130,624,763,781,23,9,32,6083,3302,3925,401,3302,3925,401,3302,3925,401,0,854,200,278,26062,2,96,1,492,121,160,1,2,3,4,5348,5348,6755,5509,1407,4817,1,12451,780,22948,778,46,29,3984,386,386,107,111,1001,0,94,306,1108,1363,1559,4721,1982,4,17,17,45,40,70,55318,55558,437,157,1085,17278,8699,896,274,2828,1723,285,1179,984,498,149,32,668,1209,1994,1222,475,282,46,282,1260,4,7739,328,387,2654,7028,4116,11,0,3,6,2,1,2,0,0,0,4,0,4,0,10,7,0,4,2,12,26,4,4,0,1,0,5,5,0,0,1,2,2,0,0,91,91,18,2,4,4,2,5,5,29,2,0,9,0,0,0,0,0,3,3,36,47,2189,1659,3,0,103,103,153,40902,25,14,289,0,102,51040,1083,10,2,26,138,75,187,456,406,6,2,0,1,0,10,8,8,8,0,0,0,0,5,5,5,5,1,7,1,4,1,0,1,0,5,5,13,18,94,48,7,80,80,80,3,93,2,4,2,0,71,1015,82,3778,1,8,354,180,1842,9,497,110,388,3895,1,1,0,5,10,8,941,338,53,12,66,185,1,172,93,371,5,8,5703,38,359,35785,586,2745,330,1732,3543,0,77,277,1522,43,1358,1351,1407,4,1917,97,1146,114,23,3,2,2,632,2,11,101,0,54,47,4,4,3158,78,423,69,4722,0,36,46,0,4,4,0,1,2,15,15,21,3,7,1,11,46,1,238,79,12,0,10,1,0,0,0,0,0,2,8,0,15,15,15,0,0,967,13,285,1,0,12,14,4,7,106,0,0,0,2,0,1,13,1,1,3,78,0,0,65,1,0,2,2,0,0,8,35,200,0,1,0,3,3,1,0,0,0,1 "ERR409878",29935,69995,432959,432959,432959,250199,250199,61357,48053,15326,36839,96580,118,0,118,3100,3100,3100,121,18,117,56,76,375141,7685,375141,7685,375141,7685,1104,84,1498,288,39121,13461,44899,88529,66116,66116,9213,823,572,2864,73290,76485,17,7082,1301,128,853,391,327,27,2163,189,7290,542,1773,1773,29409,4830,28226,3081,5937,5937,1475541,56249,1475541,638569,8045,1421,12565,72979,24988,1909,9461,3581,9461,3581,43606,14330,115458,206834,104392,21349,45494,45494,1492,895,2830,787,1737,373,54,2047,5,6,3,0,17,42942,42942,51784,0,1865,11815,1217,8186,19,18,6,38,17,1352,63,31,71916,84623,71916,84623,13838,65720,65720,99,99,11,46644,54769,46644,54769,46644,54769,15950,86053,16552,119517,94246,94246,2596,7194,1454,4368,870,9951,2272,148,625,12603,263,979,1637,473,67,5,1637,473,957,1420,1420,36,16396,2574,1580,2368,263,19414,19414,7948,6177,11532,2002,67,299,2265,219302,921,1027,3716,42106,1394,15,12,7454,239,5826,10326,1159,11173,11173,347,57,119,103,1986,3165,1547,725,725,645,872,414,844,15,262,12645,930,27559,14802,33637,219,876,1227,3325,142,859,41,50,2709,404,2878,117,536,641,6221,50,678,2,1,305,4721,467,2212213,2212213,71345,162402,162402,7801,290,613,34317,77,29,1251,1529,2976,13,135295,1413,14552,707,219,116,649,774,790,4,0,0,5562,1580,1828,190,1580,1828,190,1580,1828,190,2,1175,304,1399,17446,3,71,1,522,25,37,4,4,2,8,5977,5977,28227,25939,5927,21071,0,13626,731,23353,553,24,27,4137,596,596,211,221,1091,0,73,436,1719,2032,1536,4093,2110,3,9,9,57,30,78,152671,153073,1038,200,987,53741,7513,1323,403,3132,1856,164,959,807,214,122,36,600,1383,3250,1591,950,262,44,262,1224,7,5813,716,850,2684,6576,4208,0,0,2,4,2,2,1,1,0,0,10,1,10,1,8,2,0,0,0,8,23,0,0,2,0,1,0,0,0,0,1,1,1,0,0,77,77,2,1,0,0,0,0,0,17,0,0,4,0,0,0,1,0,5,5,61,64,2905,1608,0,5,110,110,144,18465,11,15,194,1,22,11595,1103,25,7,84,131,62,472,554,519,7,1,0,4,2,16,10,10,10,0,0,0,1,23,3,3,3,0,0,0,2,0,0,0,0,7,5,23,31,111,57,8,45,45,45,3,66,4,0,11,4,52,1927,137,14244,1,13,420,181,9444,9,619,197,627,5879,1,0,0,0,36,6,1974,695,37,26,81,173,3,218,104,446,7,13,5674,47,188,57459,286,3208,510,2026,2903,0,62,340,1818,39,1283,1219,1270,1,1509,39,1192,120,25,3,5,39,157,4,16,201,1,65,90,10,5,2234,149,397,75,13026,2,37,49,0,5,4,0,1,2,8,4,23,8,18,2,10,95,5,274,126,10,1,12,3,0,0,0,0,0,1,14,5,10,10,10,2,0,1306,6,592,6,0,9,7,7,9,82,0,1,0,2,0,0,13,2,0,1,56,0,0,127,1,1,0,1,1,0,10,27,379,1,0,0,9,15,3,0,0,1,0 "ERR409898",15501,41283,186915,186915,186915,126873,126873,25897,22597,8698,16318,47999,57,0,57,1450,1450,1450,46,16,43,20,20,143367,4557,143367,4557,143367,4557,315,26,287,45,25110,8407,20461,64913,41947,41947,3567,300,111,1994,34801,35712,10,3257,537,63,413,218,85,7,673,67,2739,253,788,788,10725,3335,9190,1396,3148,3148,523073,22951,523073,177823,4711,826,4986,34109,6739,1048,5152,2432,5152,2432,30538,9693,56006,76514,53593,9002,23380,23380,1219,305,949,263,1376,61,13,509,7,10,1,0,12,19775,19775,47149,0,1094,3997,818,2636,8,4,7,30,9,312,12,7,25269,28921,25269,28921,6737,29897,29897,92,92,4,21364,27265,21364,27265,21364,27265,11172,47497,11600,86754,62778,62778,1481,3070,642,1969,369,3417,965,108,214,5574,167,487,899,318,27,4,899,318,733,942,942,12,8340,1667,1335,1480,158,17684,17684,4648,2708,5221,746,31,169,1002,74280,504,560,1215,14068,785,8,13,2773,91,2010,8388,653,7143,7143,221,37,87,88,1287,2543,603,441,441,598,588,266,424,10,201,6243,503,11583,10147,22781,103,885,591,2490,120,362,26,22,1529,381,2199,70,504,442,3726,31,430,5,0,143,2832,324,630044,630044,32537,48146,48146,4323,66,273,16101,65,24,483,537,1378,5,69805,569,5007,402,102,69,379,339,345,0,0,0,3844,496,569,52,496,569,52,496,569,52,0,431,97,87,6896,5,45,0,235,6,11,4,2,0,2,3131,3131,8672,6308,1622,6655,0,10695,454,14367,360,14,15,2186,262,262,98,95,611,0,41,236,1032,1253,762,3265,953,0,7,7,30,17,50,47727,47856,372,101,834,10973,4609,1095,189,1439,1034,46,555,455,172,86,8,668,677,900,636,553,163,20,163,707,3,2541,433,514,2179,6842,2272,1,0,0,0,0,0,0,0,1,1,8,1,8,1,2,2,1,2,0,12,28,2,2,2,0,0,2,2,0,0,4,0,0,0,0,106,106,6,1,3,3,0,0,0,40,0,0,4,1,1,1,0,0,6,6,41,44,1840,1158,2,0,33,33,67,4598,6,6,116,0,5,6234,646,9,2,48,74,38,176,511,482,8,3,0,0,0,5,8,8,8,1,0,0,0,2,1,1,1,0,4,0,3,0,0,1,0,1,1,8,19,27,19,3,40,40,40,0,49,1,0,2,1,19,577,55,2910,1,2,199,119,1643,2,357,69,321,2496,0,0,0,0,14,1,1195,299,26,11,11,143,1,54,71,391,2,3,5386,36,121,22161,256,1390,210,907,2500,0,52,312,905,6,867,899,950,0,1179,52,958,60,22,2,3,6,241,2,8,62,1,27,32,2,2,2140,48,314,41,4166,0,29,29,0,2,3,2,1,1,4,2,5,2,5,1,4,36,2,110,54,11,0,2,0,0,0,0,0,0,0,10,0,10,10,10,1,1,613,5,165,0,0,3,5,7,1,83,0,0,0,0,1,1,13,1,0,1,49,0,0,37,0,1,0,0,0,0,4,15,222,0,0,1,0,1,1,0,0,0,0 "ERR409897",19495,46267,242780,242780,242780,155636,155636,28396,25577,10109,21184,55668,79,0,79,1927,1927,1927,45,15,34,43,19,221771,5025,221771,5025,221771,5025,30186,2067,686,125,22826,8378,14628,62802,36981,36981,3704,306,197,2213,35131,36475,9,4859,561,128,358,262,74,16,869,158,2781,259,912,912,13724,2297,7116,1721,1886,1886,559600,26013,559600,176044,4313,943,7353,26047,9175,848,6062,2387,6062,2387,27862,9690,65757,156644,67159,13257,32108,32108,1063,247,653,294,924,62,7,305,8,23,9,0,25,19460,19460,48906,1,1706,5421,824,2561,8,8,4,19,9,515,22,15,45226,41464,45226,41464,8071,36824,36824,67,67,8,19726,24471,19726,24471,19726,24471,9771,58816,10205,81032,54031,54031,1881,4283,784,3072,537,5474,1239,111,268,5281,148,517,1045,296,33,2,1045,296,541,1239,1239,11,9740,1641,896,1495,166,11561,11561,4155,3159,5995,1044,38,158,1285,136935,673,782,2307,17064,564,1,3,5167,104,2554,7765,1065,9333,9333,214,29,77,67,789,1481,763,309,309,407,621,288,341,14,218,9609,452,12774,8780,20725,14,723,442,1863,110,510,15,12,1636,228,2340,64,384,378,3854,28,439,6,0,128,3286,297,771382,771382,45575,46106,46106,5487,146,236,18951,63,16,660,792,1706,7,79538,871,6835,215,135,54,303,432,437,15,11,26,2793,1079,1300,125,1079,1300,125,1079,1300,125,0,757,159,35,12015,3,76,0,161,19,31,2,1,0,1,3421,3421,6268,4638,867,5027,2,7326,440,13891,272,16,12,2437,278,278,73,82,528,0,45,200,661,820,603,2965,1292,2,5,4,23,15,44,43836,43950,290,49,622,16805,4248,718,153,1635,890,82,614,545,187,58,18,347,690,1385,670,648,129,27,129,633,2,5082,249,293,1881,4562,2395,4,1,7,0,0,0,2,3,0,0,4,0,4,0,2,1,0,2,0,9,24,2,2,1,1,0,0,0,0,0,0,0,0,1,1,80,80,2,0,2,2,0,0,0,19,0,1,8,0,0,0,0,1,6,6,31,28,1497,897,1,2,73,73,129,6979,16,8,148,0,7,9827,634,17,4,14,56,37,145,278,248,6,1,0,1,0,9,11,11,11,0,0,0,0,1,1,1,1,0,3,0,4,0,0,0,0,2,2,10,13,62,36,8,45,45,45,5,44,0,1,5,0,51,524,43,2660,1,4,230,97,1151,7,284,67,316,2523,0,1,0,3,11,1,1156,300,44,9,40,92,1,207,51,357,2,0,4428,28,172,23667,260,1915,219,1221,1731,0,50,206,840,26,654,795,818,0,1211,45,595,71,23,3,2,7,154,0,5,71,2,25,18,1,0,1539,43,229,49,5424,0,31,22,0,1,0,0,0,0,4,0,14,0,3,0,2,55,2,180,83,13,0,9,0,1,0,0,0,3,0,4,1,6,6,6,4,1,572,9,209,1,0,18,6,5,1,73,0,1,0,1,0,0,16,0,0,4,59,0,0,52,0,0,0,0,0,0,2,25,540,0,0,0,3,1,2,0,0,2,0 "ERR409893",39737,86159,417695,417695,417695,288225,288225,62467,46855,19831,38978,104358,187,2,187,4548,4548,4548,62,15,47,35,26,352483,7405,352483,7405,352483,7405,937,70,1232,230,65593,15562,41072,124192,73506,73506,5804,478,282,4398,54599,55968,11,5490,805,131,549,349,115,12,1156,214,5811,247,884,884,17677,6177,12957,2606,3436,3436,692502,36812,692502,336033,7001,1459,12725,51962,15407,1801,8918,2846,8918,2846,41001,13547,124821,202675,95959,18881,54920,54920,1899,431,1175,494,2212,136,39,1064,5,8,5,0,11,37906,37906,95379,0,2419,8869,1325,6089,15,13,7,38,16,1155,63,27,45969,57677,45969,57677,15478,73148,73148,174,174,23,40211,49071,40211,49071,40211,49071,14377,74140,15097,158979,141035,141035,3098,10167,1733,4668,843,7958,1715,181,462,17760,370,1344,2652,723,65,4,2652,723,1273,1952,1952,26,16806,2795,1637,2117,228,32333,32333,8964,6393,11596,1442,60,229,2146,218377,565,644,3611,35967,1111,13,19,5783,165,3390,17375,2494,12206,12206,473,66,124,125,2232,4357,2546,743,743,1142,960,513,993,19,326,15049,1440,32171,18015,40809,28,1964,1199,4807,235,798,54,53,2490,571,4253,96,662,790,6942,73,874,7,0,322,9389,492,1432310,1432310,76154,114128,114128,10148,360,793,29984,161,35,1129,1267,2857,25,135800,1131,9508,513,302,121,555,712,715,4,0,0,6538,1651,2015,168,1651,2015,168,1651,2015,168,0,1135,276,621,13007,9,110,0,472,31,44,5,1,0,3,4828,4828,9373,11572,2647,6862,5,24576,801,28607,259,27,26,4926,376,376,120,135,992,0,73,498,1699,2058,1608,3966,1945,5,6,6,43,23,68,71296,71509,535,107,1335,27770,8011,1841,476,2696,1992,205,1216,1011,388,152,21,1121,955,1957,1220,1099,267,45,267,1250,2,8199,1306,1570,5260,11878,5142,0,2,0,10,2,0,0,0,0,0,6,0,6,0,9,0,2,0,0,1,10,0,0,0,1,1,0,0,2,0,1,0,0,0,0,35,35,8,3,0,0,1,0,0,11,0,0,4,2,2,2,1,1,7,7,110,96,4148,3072,8,4,122,122,257,12702,14,9,265,0,30,21025,1253,65,10,75,108,64,244,910,837,14,9,0,0,1,16,19,19,19,0,0,0,1,2,4,4,4,0,0,0,6,0,0,0,0,9,2,22,33,83,50,10,59,59,59,1,52,2,3,6,8,44,1217,85,6126,0,8,362,123,4314,13,663,87,591,4563,0,0,0,0,32,6,1513,463,40,23,38,226,11,341,172,819,4,6,11612,64,306,61210,421,3877,767,2555,3495,0,96,699,2808,37,1747,1768,1851,1,3472,42,1589,192,42,5,11,17,450,3,18,123,0,85,48,4,2,3008,139,714,100,9365,0,58,77,0,2,3,2,6,1,7,3,28,1,15,3,10,54,1,345,217,26,1,15,1,0,2,1,1,0,0,12,3,16,16,16,3,3,1516,5,228,2,0,8,6,3,4,118,0,2,0,1,2,0,13,2,0,0,85,0,0,82,0,1,0,0,1,0,5,25,146,1,0,0,31,72,1,0,0,0,2 "ERR409890",31807,73537,332584,332584,332584,207846,207846,40131,39626,13528,27316,82526,123,0,123,4122,4122,4122,86,16,51,49,40,313212,9454,313212,9454,313212,9454,12711,916,1025,192,70976,18562,40955,140567,80308,80308,5146,376,297,3161,42388,43780,20,5432,659,146,559,299,102,30,1086,209,3821,219,964,964,18528,6017,8092,2176,3320,3320,880724,34280,880724,248387,7578,1316,11128,42063,12966,1498,11360,4032,11360,4032,52719,16568,105362,219067,104021,22854,47955,47955,1369,356,893,481,1860,58,9,275,9,21,3,0,29,24237,24237,70504,0,2615,7057,1625,3681,4,5,8,30,36,1357,119,58,55407,59213,55407,59213,13381,58842,58842,146,146,25,54009,65570,54009,65570,54009,65570,16738,97910,17466,190691,107450,107450,3684,7559,1321,5110,815,7089,1475,155,392,11625,494,1157,1379,412,50,5,1379,412,1050,2118,2118,23,18360,3196,1995,2769,288,24021,24021,8118,4202,8106,1381,64,208,1481,229590,1142,1285,2522,34626,1152,12,22,6384,139,3829,13252,1419,16663,16663,311,47,144,127,1585,2864,1684,572,572,803,1075,513,930,31,305,13012,1018,25557,15845,34339,25,1259,1120,3402,165,759,42,45,2849,414,3448,115,768,755,6720,46,1027,6,1,340,6618,405,765015,765015,71930,51222,51222,8095,245,529,27633,147,26,1121,1207,3130,15,139265,1164,9463,432,226,104,527,655,660,9,6,13,4062,915,1062,98,915,1062,98,915,1062,98,0,988,243,215,19871,5,140,0,356,11,18,4,4,0,3,6779,6779,7676,3932,1265,6585,1,16620,1060,27362,401,26,15,3065,413,413,141,148,887,2,81,404,1039,1287,1257,5320,2358,2,12,12,40,36,65,49868,50027,323,57,1168,22978,6487,1275,285,2813,1532,216,1049,862,589,153,28,791,859,1718,819,644,248,60,248,1243,7,5638,332,394,2588,6878,3842,3,1,3,5,15,3,16,26,0,0,17,0,17,0,1,0,0,4,0,14,29,4,4,3,0,0,1,1,1,0,0,0,0,0,0,130,130,1,0,4,4,0,0,0,56,0,0,12,0,0,0,0,0,12,12,44,60,2793,2111,2,7,172,172,384,14091,11,8,174,1,8,18780,1484,67,12,48,107,83,218,737,655,9,1,0,1,0,9,7,7,7,0,1,1,0,3,8,8,8,0,5,3,11,3,0,0,0,3,3,15,19,129,85,12,45,45,45,0,57,4,4,5,2,52,649,48,2817,1,6,545,226,1389,5,449,97,595,3643,0,1,2,4,28,2,1642,452,38,13,53,190,4,119,117,571,1,6,7249,34,353,44263,438,3630,629,2398,3490,0,83,253,1655,39,905,1266,1332,1,2277,97,1083,208,33,0,9,12,596,3,10,83,5,57,28,2,0,2199,57,518,43,7089,0,37,55,0,2,2,0,5,2,11,9,8,1,6,1,6,27,3,226,126,26,0,12,1,0,0,0,0,0,0,0,4,6,6,6,3,1,844,5,271,1,0,8,12,3,4,88,0,0,0,1,0,0,16,1,0,3,104,0,0,91,0,0,0,1,3,0,5,27,563,0,0,2,2,7,2,0,0,1,2 "ERR409892",20070,62698,249356,249356,249356,133797,133797,28694,25804,9305,15145,41838,24,1,24,1976,1976,1976,139,25,44,81,27,190994,10681,190994,10681,190994,10681,12178,810,3019,549,58992,24577,38033,180845,103672,103672,4126,418,354,3333,49614,51047,16,6714,590,82,439,189,69,16,649,88,2346,346,1312,1312,13654,5602,18031,3275,3630,3630,1170207,33901,1170207,172564,8606,1527,9062,38068,7155,2654,7076,4117,7076,4117,64033,18645,101044,139165,77035,19332,44324,44324,1313,267,337,332,1222,52,17,390,5,20,12,0,35,17825,17825,62383,3,1620,5127,1296,5477,16,20,1,24,19,587,114,80,27676,31360,27676,31360,10800,50157,50157,145,145,14,63271,79153,63271,79153,63271,79153,35600,136276,36538,174992,104744,104744,4124,4919,1408,6404,638,6635,1358,111,240,12518,568,1160,1639,585,50,2,1639,585,1945,1927,1927,37,12415,2209,2315,3653,437,23327,23327,9671,2442,5579,909,55,209,795,281332,325,368,7829,31389,1307,15,17,10277,177,6456,17032,2086,19234,19234,382,94,140,116,3133,5944,2168,1035,1035,743,912,712,716,22,388,5763,1080,21698,14205,29878,240,1675,1708,3401,234,708,51,75,3695,694,3043,101,1408,1673,4649,92,757,5,0,411,5220,462,459187,459187,46664,27527,27527,5887,210,226,23968,93,25,1033,1174,2269,14,171479,929,7783,790,129,97,693,560,572,5,3,5,7292,2284,2596,259,2284,2596,259,2284,2596,259,0,690,156,146,19024,5,130,0,481,51,63,2,4,2,0,4535,4535,3557,1694,463,2327,2,17120,1196,24404,694,74,16,2067,450,450,119,121,857,0,81,528,1064,1413,1299,9158,2876,1,6,4,31,11,47,31241,31347,268,115,1318,13467,11001,1466,413,4208,1499,99,1104,885,613,98,16,853,1171,1295,1386,876,297,39,297,1295,3,3634,351,409,2456,9939,2756,6,0,4,2,0,1,1,0,0,0,2,0,2,0,0,0,0,2,0,6,29,2,2,0,0,0,0,0,0,0,0,0,0,0,0,182,182,7,3,0,0,1,0,0,57,0,0,7,1,0,0,2,0,9,9,56,51,3519,1879,2,9,102,102,331,2908,31,16,330,0,53,6796,2129,62,7,71,212,53,185,1014,899,4,1,0,3,0,21,23,23,23,1,3,3,1,1,20,20,20,0,4,0,11,0,0,0,0,8,8,19,17,59,29,5,54,54,54,4,82,2,1,2,1,24,743,37,1173,0,5,656,336,651,3,391,126,486,2952,38,1,0,1,16,3,2528,791,30,2,39,198,2,106,104,613,1,8,8185,30,259,35890,563,3828,1037,2360,4521,3,64,330,1771,22,885,1848,1925,3,1561,108,2026,241,15,1,4,6,403,1,19,128,0,36,47,3,0,4381,46,389,76,5298,0,54,65,3,9,7,2,3,4,21,10,11,0,2,0,5,23,1,171,166,58,0,6,0,0,1,1,0,0,0,2,0,1,1,1,3,1,1213,10,131,3,0,9,1,0,14,68,0,1,0,5,0,1,15,1,0,0,59,0,0,85,0,1,0,0,0,0,4,12,183,0,0,0,4,1,2,0,0,0,0 "ERR409888",20686,53365,320237,320237,320237,154352,154352,56350,35260,10690,24807,53362,33,0,33,1368,1368,1368,66,6,44,21,16,160209,4621,160209,4621,160209,4621,603,38,773,135,55847,11674,53908,87696,61217,61217,4751,527,386,1869,56121,57923,18,4529,934,62,510,403,222,15,1176,93,6879,358,1284,1284,14586,3041,28252,2087,3465,3465,839104,33080,839104,422947,4270,894,8432,57885,20470,1302,3688,2158,3688,2158,26618,8055,77062,101046,55954,13633,26101,26101,873,354,1031,166,683,177,56,1336,4,6,2,0,10,41615,41615,33066,2,1010,8566,735,6452,12,14,3,17,13,811,41,14,31455,39013,31455,39013,9413,50436,50436,75,75,2,17624,22097,17624,22097,17624,22097,13641,38517,14052,86092,43830,43830,2068,4274,1014,2841,467,6222,1645,124,371,11746,205,779,785,231,40,2,785,231,802,805,805,16,6748,971,546,1363,174,14740,14740,6313,5682,10425,720,38,145,1183,78666,259,309,2082,25018,1047,11,15,2906,120,3632,9871,871,4654,4654,214,23,63,57,1385,2505,1068,515,515,362,405,212,404,11,147,7493,524,12997,7498,18143,25,720,538,1735,138,568,13,35,1200,260,1705,60,313,429,2645,25,361,3,0,136,4378,340,1838301,1838301,41764,152459,152459,5508,224,290,27699,46,24,983,1068,1030,9,100751,752,7911,1072,139,147,533,397,412,4,0,0,6048,433,523,58,433,523,58,433,523,58,0,469,116,506,10508,7,37,0,455,5,10,3,6,1,1,2391,2391,13625,23548,5949,8819,4,9217,516,13915,403,7,35,4107,937,937,303,309,855,0,66,287,1817,2179,1294,2752,1210,1,7,7,26,12,36,108683,109010,824,147,740,25939,6245,969,315,2225,1719,109,819,695,282,89,9,517,750,1190,1147,499,161,18,161,576,4,4638,586,734,2498,6309,2966,0,0,0,3,6,3,14,18,0,0,2,0,2,0,0,1,0,0,0,3,6,0,0,1,0,0,0,0,0,1,0,1,1,0,0,24,24,4,1,0,0,0,0,0,15,0,0,2,0,0,0,0,0,1,1,29,25,2337,1155,1,5,53,53,112,10767,9,5,126,0,6,7143,501,23,1,39,99,43,211,357,314,10,3,0,0,0,11,14,14,14,0,1,1,0,5,1,1,1,0,0,0,4,0,0,0,0,4,1,14,15,60,31,6,38,38,38,9,54,4,5,9,2,24,2179,87,11631,1,6,188,106,7185,2,441,75,319,3627,0,0,0,0,33,2,745,311,18,58,19,178,3,120,57,326,4,7,4876,40,190,39144,243,1567,331,985,3021,0,39,317,1216,26,1056,935,994,0,1199,28,1052,76,18,3,6,32,603,2,14,54,2,29,72,3,1,2724,119,296,51,3220,2,32,21,0,5,6,0,2,1,8,4,10,2,19,2,16,73,2,101,59,11,0,13,3,3,1,0,0,0,0,16,4,9,9,9,0,0,1284,3,81,10,0,5,7,14,14,85,0,3,0,0,0,0,5,2,1,1,30,0,0,98,0,0,0,0,0,0,9,6,213,0,0,1,7,10,2,0,0,3,0 "ERR409883",50124,117559,287216,287216,287216,150966,150966,100340,51970,9076,78984,50759,302,0,302,40367,40367,40367,181,26,225,201,59,1119735,27361,1119735,27361,1119735,27361,5018,316,3471,687,468097,64336,91004,268350,354990,354990,4998,284,895,4963,42614,44550,96,13652,1311,292,2499,2068,649,105,1269,469,10365,817,5402,5402,33324,10176,13571,5281,23971,23971,1911607,44636,1911607,407620,23050,1703,19193,33314,46720,8424,35669,11189,35669,11189,171798,57777,349596,563598,335059,32911,69221,69221,2883,491,1586,3812,4965,74,21,802,11,14,11,1,63,39084,39084,76677,0,3661,12219,3110,4234,19,17,16,268,56,3398,2523,1335,147985,189832,147985,189832,37333,208477,208477,571,571,35,498334,612748,498334,612748,498334,612748,62043,168531,63733,2090432,269080,269080,20258,64162,4986,13149,1937,7467,934,340,1205,20602,3495,2896,7158,2419,991,58,7158,2419,11113,3078,3078,65,47726,7408,14128,29901,1870,74909,74909,40377,19877,28272,3074,131,581,3413,1060230,1685,1921,10765,156907,14390,67,77,16279,1124,32150,77904,1688,51619,51619,1586,379,256,276,9602,13797,7483,4254,4254,704,1731,2030,9343,318,493,26271,6867,40611,18954,35032,817,4894,1261,6952,343,4678,122,152,1793,1535,7937,1151,780,5730,5347,169,1856,31,3,1592,29631,951,427957,427957,100468,66958,66958,20062,957,2401,52335,968,69,6524,3906,4684,25,650151,1497,23833,3063,529,471,1168,856,875,5,0,0,15747,2042,2337,221,2042,2337,221,2042,2337,221,1,3725,689,1400,50953,17,319,0,1971,87,137,9,57,10,11,20344,20344,22926,10814,5018,16382,3,61170,2346,87707,538,7,24,23708,4792,4792,1507,1515,4305,0,497,3006,4138,6203,10836,19210,6120,8,36,36,71,80,133,57358,57586,701,1067,3959,60034,63126,2948,1604,7940,5494,1473,2578,1889,1300,582,84,11665,2101,2616,1650,1248,2230,210,2230,11983,18,28375,1408,1585,6434,11302,11004,2,0,5,9,10,1,5,35,2,2,6,0,6,0,6,7,3,11,3,30,109,11,11,1,2,1,6,6,0,0,2,0,0,4,4,532,532,21,4,3,3,0,10,10,63,0,3,50,2,3,3,0,12,12,12,140,531,14287,7284,24,89,280,280,351,16557,24,27,941,0,72,48819,5988,36,1,661,2194,145,641,5311,4509,2,0,0,3,2,45,108,108,108,4,3,3,0,2,13,13,13,1,7,6,5,0,0,0,0,8,16,99,97,507,326,42,101,101,101,13,438,22,35,7,4,246,1742,48,3985,3,13,1169,1035,3764,14,1101,78,1212,8978,0,0,0,1,41,5,1220,750,467,14,131,1110,21,266,1341,1691,22,7,31197,422,1714,379207,2475,32833,10260,21435,34460,0,320,840,4514,122,3861,3534,3761,3,5786,255,2912,2242,63,18,42,39,174,12,69,147,0,512,114,2,14,16093,223,2379,219,96360,2,192,70,1,29,57,7,55,8,38,19,36,4,12,0,7,91,19,1664,386,142,3,46,0,0,0,0,0,0,0,4,2,158,158,158,6,10,5946,72,632,18,4,62,18,6,26,159,0,28,2,4,0,12,24,1,0,0,39,3,0,250,1,4,0,2,1,2,26,21,5035,3,3,0,3,5,8,0,0,1,3 "ERR409900",114606,271460,1258967,1258967,1258967,802974,802974,174495,142624,55680,97566,310818,449,2,449,20439,20439,20439,164,45,140,90,82,1160019,26481,1160019,26481,1160019,26481,1784,136,2827,530,223093,54743,131887,378490,235292,235292,16596,1905,1287,13171,177881,182861,44,23195,2793,575,1619,997,455,66,4785,876,19463,772,3276,3276,49412,16041,39170,8280,13975,13975,2066195,124098,2066195,999775,18861,3739,36351,153639,45029,5772,28289,10093,28289,10093,127958,41609,403791,585382,311134,71196,161776,161776,6805,1286,3451,1312,7548,408,84,2460,20,34,14,0,36,108578,108578,300449,0,7367,27213,4329,18039,51,37,36,118,58,3342,186,103,134743,168965,134743,168965,47477,252692,252692,535,535,69,150302,181910,150302,181910,150302,181910,46629,260473,49065,602166,333051,333051,12122,33485,4616,14620,2601,24631,5466,458,1361,60706,1678,5030,5166,1492,167,5,5166,1492,4476,9489,9489,148,58020,8347,5435,8629,1034,115714,115714,35419,19893,35601,4710,210,830,4827,497102,2252,2510,9263,134204,5168,23,29,19534,483,13217,53480,4833,43066,43066,1315,184,585,553,8569,14720,8291,2470,2470,3515,3396,1706,3964,70,1106,42961,4609,109192,64366,150646,123,5312,5111,14033,661,3690,215,296,10706,1698,10548,437,2398,3018,20627,214,3808,26,2,1150,33478,1115,4350668,4350668,228499,320102,320102,27194,689,2334,87752,665,101,3461,3804,10323,25,500036,3042,26345,2294,909,428,1924,1708,1737,9,1,3,20189,3434,4117,338,3434,4117,338,3434,4117,338,0,2537,615,1928,41926,32,318,1,1816,84,118,9,12,4,19,17955,17955,29759,32651,8088,21118,7,84282,3645,90702,1322,46,84,13284,1725,1725,672,681,3642,0,298,1480,5476,6658,5486,15309,8632,8,44,44,169,133,259,213137,213856,1507,336,4280,94473,28328,5058,1296,8817,5286,662,4059,3497,1270,386,91,4071,3045,5972,3084,2991,946,156,946,4217,18,21283,3045,3766,11448,27542,15958,11,1,4,10,5,1,8,17,0,0,10,0,10,0,9,4,1,2,0,21,55,2,2,3,4,0,0,0,1,0,4,1,1,2,2,192,192,9,1,6,6,0,2,2,50,0,3,12,2,1,1,2,3,9,9,367,316,12500,8927,23,37,395,395,763,62895,38,23,631,0,21,76857,4194,166,17,228,449,240,651,2017,1856,29,7,1,1,0,43,43,43,43,1,8,8,0,15,32,32,32,0,15,1,20,4,1,1,0,30,9,62,171,338,200,50,201,201,201,4,178,15,10,17,11,165,4232,262,17181,0,28,1533,714,11392,33,1782,303,2428,13519,1,0,0,2,81,15,4184,1386,164,50,146,694,10,887,646,2322,8,25,32413,158,1081,193939,1838,9853,2269,6412,14719,0,278,1590,7838,124,5040,6012,6372,5,9394,206,4752,975,97,8,24,53,1716,3,60,336,9,254,126,15,12,8235,482,2372,200,42483,1,315,261,1,6,39,2,4,5,19,19,52,4,29,2,14,282,12,951,664,73,3,49,5,0,1,1,0,2,2,26,10,52,52,52,4,7,5746,39,893,7,2,97,25,17,13,415,0,2,0,4,1,3,71,2,0,1,207,1,0,353,0,2,1,1,0,1,39,115,2549,0,0,1,22,16,16,0,1,2,1 |
Note: the “mature_counts.csv” needs to be transposed prior running the statistical analysis. This can be done either user the R script or using a script called “transpose_csv.py”.
Let’s copy the transpose_csv.py script to the working folder:
...
Code Block |
---|
cat mature_counts.txt |
Code Block |
---|
microRNA ERR409882ERR409886 ERR409879ERR409894 ERR409881ERR409882 ERR409884ERR409895 ERR409889 ERR409894ERR409899 ERR409887ERR409879 ERR409880ERR409885 ERR409890ERR409878ERR409881ERR409884 ERR409885ERR409887 ERR409886ERR409896 ERR409891 ERR409899ERR409880 ERR409893ERR409878 ERR409896ERR409898 ERR409895ERR409897 ERR409888ERR409893 ERR409892ERR409898ERR409890ERR409892 ERR409897ERR409888 ERR409883 ERR409900 hsaHsa-letLet-7a7-P1b_5p 36460818482 30565125295 71288029486 18217851987 56826944172 31405326036 17820123604 31812146550 33257968044 43295013902 54604915724 20828433998 35158629525 28992624585 41769529935 42139515501 53141719495 32022939737 24935431807 18691020070 24277420686 28720950124 1258946114606 hsaHsa-letLet-7a7-3pP1c_5p 34147783 18474145 16568342 111118227 257100021 13766085 4858426 136128501 105162724 28839989 20541506 8584952 10075858 4765606 11469995 10241283 10646267 16786159 8873537 8562698 10153365 262117559 439271460 hsaHsa-letLet-7a-2-3p 16 6 9 3 13 9 4 3 7 17 12 4 7 2 5 9 9 123 13 hsa-let-7b-5p 59417 52115 83857 27892 92339 44708 25678 46347 40131 61357 59795 27498 37230 43602 62467 45870 75630 56350 28694 25897 28396 100340 174494 hsa-let-7b-3p 1998 1476 2335 913 2239 1220 733 1260 955 2535 1771 894 1118 999 1404 1294 1670 2293 1343 764 793 1180 4682 hsa-let-7c-5p 68342 58425 162724 39989 100021 74145 41506 65606 73537 69994 128501 47783 75857 66085 86159 84951 118227 53364 62697 41282 46267 117557 271459 hsa-let-7c-3p 44 30 83 21 45 74 27 39 38 41 70 33 34 38 54 55 77 290 23 28 108 155 hsa-let-7d-5p 14861 12397 30556 7751 20819 12313 7833 11095 13528 15326 22746 7913 14405 14122 19831 17317 27318 10690 9305 8698 10109 9076 55680 hsa-let-7d-3p 3790 2659 4503 1886 3511 2827 1613 2269 2029 3311 3875 1999 2370 2978 3305 2460 5372 3015 2857 1747 1800 3443 8451 hsa-let-7e-5p 29486 23604 68044 13902 44172 25295 15724 24585 31807 29935 46550 18482 29525 26036 39737 33998 51987 20686 20070 15501 19495 50124 114605 hsa-let-7e-3p 207 201 385 159 207 196 121 200 158 229 393 195 198 150 248 154 285 199 185 141 168 512 686 hsa-let-7f-5p 211184 198778 456864 127386 276474 196866 123391 191072 207846 250192 376484 129113 231751 223462 288225 276677 425085 154352 133796 126870 155630 150954 802971 hsa-let-7f-1-3p 228 151 348 132 259 158 98 194 175 233 261 116 156 118 187 174 243 159 192 124 103 226 560 hsa-let-7f-2-3p 1462 1013 1818 743 1376 896 497 1118 962 1387 1999 783 1062 701 1100 1127 1215 642 1024 578 799 1847 3221 hsa-miR-15a-5p 7002 5486 9893 3651 12407 4681 3288 5599 5146 9213 7931 3166 4055 5151 5804 5614 12518 4751 4126 3567 3704 4998 16596 hsa-miR-15a-3p 2 1 0 3 5 3 0 2 0 6 0 0 1 0 1 0 1 09 hsa-miR-16-5p 49664 48381 111712 40311 83908 43677 39434 67420 42402 73300 73543 36662 45433 50446 54609 55368 106992 56124 49628 34812 35133 42637 177920 hsa-miR-16-1-3p 1 4 5 0 5 1 1 3 0 3 1 2 1 1 3 1 3 011 15 hsa-miR-17-5p 1091 945 1495 629 1971 806 445 1242 659 1301 1079 662 666 548 805 681 822 934 590 537 561 1311 2793 hsa-miR-17-3p 174 202 259 117 467 138 97 155 149 247 216 153 110 157 161 134 311 132 113 136 133 380 420 hsa-miR-18a-5p 326 194 174 97 403 131 65 168 102 327 137 104 104 76 115 98 101 222 69 85 74 649 455 hsa-miR-18a-3p 43 40 48 21 70 22 15 22 20 38 44 23 18 25 40 22 62 421 24 34 17 86 hsa-miR-19a-5p 6 7 6 11 30 7 3 2 4 12 3 4 7 2 4 2 6 010 hsa-miR-19a-3p 468 368 318 305 1082 296 150 505 219 542 473 399 298 232 247 237 307 358 346 253 259 817 772 hsa-miR-19b-1-5p 7 3 2 2 7 3 2 6 3 5 2 3 1 0 1 1 113 10 hsa-miR-19b-3p 1482 1097 1466 1147 3082 1181 539 1708 964 1773 1656 1216 1054 766 884 878 1046 1284 1312 788 912 5402 3276 hsa-miR-20a-5p 1615 1317 2220 902 3172 1169 461 1836 1086 2163 1632 884 1199 855 1156 1097 1036 1176 649 673 869 1269 4785 hsa-miR-20a-3p 9 6 4 2 14 5 3 3 4 6 6 7 3 1 2 5 7 96 hsa-miR-21-5p 17256 12662 17865 8313 24112 11145 5837 11293 11957 21365 20088 14302 13403 11423 12353 15500 17497 10842 8743 7668 9397 21234 33370 hsa-miR-21-3p 534 561 466 368 819 611 186 482 423 803 398 595 296 540 464 376 510 470 306 261 267 490 1435 hsa-miR-22-5p 573 372 551 242 421 360 161 359 385 483 562 219 293 160 357 346 231 406 363 229 229 998 1543 hsa-miR-22-3p 6526 3693 10360 2276 6428 3742 2958 3652 6017 4830 7321 4210 4172 4826 6177 5011 9282 3041 5602 3335 2297 10176 16041 hsa-miR-23a-5p 0 2 6 0 7 5 2 1 4 1 1 2 1 9 4 1 7 012 10 hsa-miR-23a-3p 1785 1388 3082 1146 2153 1286 847 2136 1556 1966 2835 2553 1797 1339 1637 1648 2208 1208 2269 894 1054 4353 5098 hsa-miR-24-1-5p 24 15 11 4 23 2 3 11 7 25 14 6 7 2 9 6 8 111 7 2 60 36 hsa-miR-24-3p 5206 4549 6172 2715 6773 3471 1544 4085 3320 5937 4608 3329 2943 2039 3436 2830 2510 3465 3630 3148 1886 23971 13975 hsa-miR-24-2-5p 1 0 9 3 2 3 2 3 1 3 7 6 3 3 11 2 1 114 7 hsa-miR-25-5p 6 2 5 1 6 5 2 1 1 4 1 2 0 2 1 1 4 07 hsa-miR-25-3p 10678 8254 14145 4943 16696 7599 4914 9122 7057 11815 10600 5989 5872 7239 8869 7667 14988 8566 5127 3997 5421 12219 27213 hsa-miR-26a-5p 942607 674879 1353549 460648 1173421 1104148 481683 1026301 905383 1514327 1284627 1028272 954763 588897 719907 838025 918553 861348 1194165 539098 578238 1940621 2160732 hsa-miR-26a-1-3p 33 13 38 11 23 15 5 13 19 12 19 21 11 7 26 15 114 4 11 92 67 hsa-miR-26b-5p 8873 8470 12404 6004 16179 7036 4039 10340 7269 13698 16293 6699 6824 5658 6723 8201 10241 8101 6964 5297 5465 12834 21565 hsa-miR-26b-3p 117 120 161 55 191 64 47 86 88 139 165 86 73 81 85 74 176 886 52 62 93 260 hsa-miR-27a-5p 10 5 6 3 3 47 3 6 4 13 5 12 4 5 12 2 7 347 5 3 15 22 hsa-miR-27a-3p 6316 6048 11563 4314 8880 4538 3946 7333 7578 8045 10429 11134 5353 7110 7001 7213 11208 4270 8606 4711 4313 23050 18861 hsa-miR-28-5p 1189 1003 2766 714 2114 963 798 1139 1316 1423 2938 1438 1285 1523 1462 1706 3236 894 1527 826 943 1703 3740 hsa-miR-28-3p 9931 8512 22673 5850 17423 10445 6004 12452 11139 12577 20995 14581 12398 12654 12736 12438 25137 8456 9078 4997 7356 19199 36389 hsa-miR-29a-5p 139 119 221 78 197 133 48 154 137 129 278 95 129 56 115 114 136 6165 76 76 402 302 hsa-miR-29a-3p 47851 40318 86030 31781 67338 40611 24682 43362 52719 43606 87923 43894 39369 32490 41001 40846 60529 26618 64033 30538 27862 171798 127958 hsa-miR-30a-5p 53741 58354 125902 46942 92089 61011 33253 92094 76030 69153 138612 76104 54456 41981 58085 62219 82200 31718 61622 27745 49837 268845 163743 hsa-miR-30a-3p 5559 4462 11786 3361 6961 6289 3173 7023 5990 6561 12540 4597 5335 4929 6342 5095 9863 3229 6463 2249 3918 16800 17563 hsa-miR-31-5p 203 200 445 273 239 161 134 182 235 193 407 107 191 189 205 135 240 9180 210 140 572 859 hsa-miR-31-3p 16 9 19 1 5 5 3 5 6 3 7 1 6 0 10 4 6 153 15 hsa-miR-32-5p 824 539 651 344 1123 336 205 575 356 895 663 293 333 324 431 450 604 354 267 305 247 491 1286 hsa-miR-32-3p 45 34 52 21 61 21 17 29 28 51 45 19 34 27 28 46 37 321 12 13 22 146 hsa-miR-33a-5p 652 573 664 327 1196 541 185 494 498 841 478 339 222 276 526 325 525 181 341 285 309 3858 1399 hsa-miR-33a-3p 114 83 116 44 123 62 31 67 70 109 109 31 39 38 83 57 72 753 34 49 115 233 hsa-miR-92a-1-5p 13 2 13 4 4 14 1 3 3 2 5 2 5 3 4 4 711 2 2 3 31 hsa-miR-92a-3p 42246 38723 50223 20238 68324 35052 19661 34443 24237 42942 41887 22290 22354 41671 37906 29984 79714 41615 17825 19775 19460 39084 108578 hsa-miR-93-5p 6901 5416 7821 3750 9831 4443 2768 5608 3821 7290 5275 3226 3474 3914 5811 4263 8262 6879 2346 2739 2781 10365 19463 hsa-miR-93-3p 28 10 38 8 42 9 6 15 18 19 20 22 15 6 25 10 19 122 12 9 47 47 hsa-miR-95-5p 84 53 122 46 126 58 26 68 88 83 113 62 76 39 65 82 77 386 32 48 546 217 hsa-miR-95-3p 1110 969 2741 778 1742 1128 644 1520 1625 1217 2296 994 1364 889 1325 1264 1222 735 1296 818 824 3110 4329 hsa-miR-96-5p 26 9 41 12 23 9 47 35 36 17 18 217 27 37 16 24 97 119 9 9 56 58 hsa-miR-98-5p 50824 30986 80693 21549 45532 38319 21471 33600 39626 48053 58479 21535 42277 31044 46855 45473 54780 35260 25804 22597 25577 51970 142624 hsa-miR-98-3p 719 484 911 349 492 393 221 427 478 485 1016 320 645 568 656 668 1103 258 449 299 332 292 1828 hsa-miR-99a-5p 15965 13513 33096 12728 25485 14486 9571 20179 18562 13461 23895 22426 15968 14763 15562 12327 16006 11674 24577 8407 8378 64336 54743 hsa-miR-99a-3p 302 365 621 291 422 335 185 376 358 436 591 258 303 210 318 287 439 240 294 178 251 1491 1198 hsa-miR-100-5p 79481 37070 63987 30825 107620 30986 18025 44661 40955 44899 60082 52166 39781 40535 41072 28735 28319 53908 38033 20461 14628 91004 131887 hsa-miR-100-3p 154 89 184 37 166 144 36 62 62 180 168 40 89 68 93 111 101 101 86 29 48 65 319 hsa-miR-101-5p 449 636 966 420 894 557 310 586 529 627 901 538 456 481 574 496 829 243 728 374 412 753 1422 hsa-miR-101-3p 19431 18440 29284 14575 31144 18471 7449 17823 18165 24323 34198 9800 13607 10769 15929 17565 21584 9448 9053 8167 13225 57684 46489 hsa-miR-29b-1-5p 126 99 298 100 157 143 45 118 143 112 198 62 135 94 151 129 119 83 119 80 62 417 520 hsa-miR-29b-3p 9231 10383 16612 7804 18075 9233 3548 12501 11360 9461 18227 6548 9338 4033 8918 6990 7204 3688 7076 5152 6062 35669 28289 hsa-miR-29b-2-5p 43 33 86 31 59 46 23 61 47 34 48 29 46 31 53 27 223 41 26 21 180 164 hsa-miR-103a-2-5p 47 32 74 21 36 45 22 46 53 36 64 26 25 20 25 30 218 56 21 18 244 149 hsa-miR-103a-3p 57341 56545 120575 45558 74052 60887 33067 65870 58842 65720 82673 35489 52492 42411 73148 55872 72334 50436 50157 29897 36824 208477 252692 hsa-miR-103a-1-5p 6 2 4 0 1 4 2 3 4 4 0 0 1 0 3 4 222 4 hsa-miR-105-5p 94 67 195 23 93 96 64 50 103 74 177 43 95 93 129 124 188 3109 59 41 370 360 hsa-miR-105-3p 7 5 16 4 14 6 7 5 11 13 12 5 7 2 8 5 11 650 44 hsa-miR-106a-5p 99 71 304 88 191 114 43 249 146 128 125 164 83 83 130 104 159 682 63 128 292 575 hsa-miR-106a-3p 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 00 hsa-miR-107 12864 12924 25287 10703 16544 12143 8198 13385 13381 13838 20856 7270 10120 10615 15478 12161 22185 9413 10800 6737 8071 37333 47477 hsa-miR-16-2-3p 13 13 23 3 28 11 11 22 15 22 19 11 8 21 15 14 68 110 10 32 hsa-miR-192-5p 10850 10721 16893 7812 16012 8565 5717 11078 9463 14552 16540 8147 7275 8285 9508 10099 11859 7911 7783 5007 6835 23833 26345 hsa-miR-192-3p 3 1 5 1 1 1 1 3 2 7 5 4 1 2 1 1 1 24 hsa-miR-196a-5p 0 0 19 3 11 11 0 9 6 0 5 12 1 8 0 0 30 011 0 1 hsa-miR-196a-1-3p 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 00 hsa-miR-197-5p 2 7 6 3 2 5 4 1 2 1 5 4 2 4 3 4 2 112 14 hsa-miR-197-3p 4641 5186 9789 4043 6037 4628 3665 6083 4062 5562 7040 6654 4797 5322 6538 4461 8605 6048 7292 3844 2793 15747 20189 hsa-miR-199a-5p 140 82 1008 145 269 206 165 646 153 249 885 715 383 207 241 300 643 9596 93 173 723 520 hsa-miR-199a-3p 939 837 5648 918 1410 1120 1047 3302 915 1580 6687 3161 2028 1693 1651 2319 4909 433 2284 496 1079 2042 3434 hsa-miR-208a-3p 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 1 01 hsa-miR-129-5p 6973 6508 13303 3986 6530 7258 3774 5453 7559 7194 7962 3709 6279 4931 10167 6221 6809 4274 4919 3070 4283 64162 33485 hsa-miR-129-1-3p 1734 1327 2143 840 1159 857 773 1283 1321 1454 1387 546 1278 486 1733 870 749 1014 1408 642 784 4986 4616 hsa-miR-148a-5p 89 66 372 67 142 114 63 176 85 120 403 132 115 70 100 135 181 576 41 72 266 286 hsa-miR-148a-3p 6130 5176 25339 4577 8570 6976 5268 12690 6384 7454 37987 11049 9217 4590 5783 8804 11497 2906 10277 2773 5167 16279 19534 hsa-miR-30c-5p 8513 6090 11549 4502 9475 6710 3768 8687 7097 7538 13893 6697 6948 4477 6579 5918 6878 5295 9006 3720 4738 18333 20643 hsa-miR-30c-2-3p 361 296 668 213 521 294 199 357 322 374 798 339 353 324 535 380 823 241 238 149 293 2099 11167-P1d_5p 208285 314056 364624 531423 568283 289927 305660 546059 712891 182180 178203 421398 351589 318124 432959 186915 242780 417695 332584 249356 320237 287216 1258967 Hsa-Let-7-P2a1_5p 208285 314056 364624 531423 568283 289927 305660 546059 712891 182180 178203 421398 351589 318124 432959 186915 242780 417695 332584 249356 320237 287216 1258967 Hsa-Let-7-P2a2_5p 208285 314056 364624 531423 568283 289927 305660 546059 712891 182180 178203 421398 351589 318124 432959 186915 242780 417695 332584 249356 320237 287216 1258967 Hsa-Let-7-P2a3_5p 129115 196868 211190 425095 276482 223463 198784 376491 456871 127391 123392 276681 231752 191076 250199 126873 155636 288225 207846 133797 154352 150966 802974 Hsa-Let-7-P2b1_5p 129115 196868 211190 425095 276482 223463 198784 376491 456871 127391 123392 276681 231752 191076 250199 126873 155636 288225 207846 133797 154352 150966 802974 Hsa-Let-7-P2b2_5p 27498 44708 59417 75630 92339 43602 52115 59795 83857 27892 25678 45870 37230 46347 61357 25897 28396 62467 40131 28694 56350 100340 174495 Hsa-Let-7-P2b3_5p 21535 38319 50824 54780 45533 31044 30986 58479 80694 21549 21471 45473 42277 33601 48053 22597 25577 46855 39626 25804 35260 51970 142624 Hsa-Let-7-P2c1_5p 7913 12313 14861 27318 20819 14122 12397 22746 30556 7751 7833 17317 14405 11095 15326 8698 10109 19831 13528 9305 10690 9076 55680 Hsa-Let-7-P2c2_5p 16405 25733 35925 46007 40731 26046 31814 52245 48422 22131 16863 28264 28404 30137 36839 16318 21184 38978 27316 15145 24807 78984 97566 Hsa-Let-7-P2c3_5p 45477 73578 72845 123354 109175 74340 71170 128485 173832 46596 39681 98399 83319 68711 96580 47999 55668 104358 82526 41838 53362 50759 310818 Hsa-Mir-1-P1_3p 89 80 74 94 90 52 118 226 236 66 47 190 181 97 118 57 79 187 123 24 33 302 449 Hsa-Mir-1-P2_3p 1 0 0 0 2 0 0 0 4 2 0 0 1 0 0 0 0 22 Hsa-Mir-1-P3_3p 89 80 74 94 90 52 118 226 236 66 47 190 181 97 118 57 79 187 123 24 33 302 449 Hsa-Mir-7-P1_5p 1932 2544 2622 2601 3681 1065 2172 3395 7532 1447 851 3483 3044 2989 3100 1450 1927 4548 4122 1976 1368 40367 20439 Hsa-Mir-7-P2_5p 1932 2544 2622 2601 3681 1065 2172 3395 7532 1447 851 3483 3044 2989 3100 1450 1927 4548 4122 1976 1368 40367 20439 Hsa-Mir-7-P4_5p 1932 2544 2622 2601 3681 1065 2172 3395 7532 1447 851 3483 3044 2989 3100 1450 1927 4548 4122 1976 1368 40367 20439 Hsa-Mir-8-P1a_3p 381 60 131 86 128 64 50 98 111 35 49 64 51 47 121 46 462 86 139 66 181 164 Hsa-Mir-8-P1b_3p 46 12 9 29 27 21 11 26 38 7 5 26 21 25 18 16 115 16 25 6 26 45 Hsa-Mir-8-P2a_3p 389 52 77 46 182 48 77 67 68 36 39 23 39 36 117 43 347 51 44 44 225 140 Hsa-Mir-8-P2b_3p 349 47 40 64 73 33 45 93 83 34 25 40 48 50 56 20 435 49 81 21 201 90 Hsa-Mir-8-P3a_3p 466 23 61 25 63 23 32 38 29 16 19 25 19 44 76 20 126 40 27 16 59 82 Hsa-Mir-9-P1_5p 162369 296685 325973 351690 348083 202181 244049 538146 505079 196178 145191 338071 320620 290747 375141 143367 221771 352483 313212 190994 160209 1119735 1160019 Hsa-Mir-9-P1_3p 8029 5669 8439 8239 12697 5564 6070 13606 11707 4898 4103 7300 7883 8820 7685 4557 5025 7405 9454 10681 4621 27361 26481 Hsa-Mir-9-P2_5p 162369 296685 325973 351690 348083 202181 244049 538146 505079 196178 145191 338071 320620 290747 375141 143367 221771 352483 313212 190994 160209 1119735 1160019 Hsa-Mir-9-P2_3p 8029 5669 8439 8239 12697 5564 6070 13606 11707 4898 4103 7300 7883 8820 7685 4557 5025 7405 9454 10681 4621 27361 26481 Hsa-Mir-9-P3_5p 162369 296685 325973 351690 348083 202181 244049 538146 505079 196178 145191 338071 320620 290747 375141 143367 221771 352483 313212 190994 160209 1119735 1160019 Hsa-Mir-9-P3_3p 8029 5669 8439 8239 12697 5564 6070 13606 11707 4898 4103 7300 7883 8820 7685 4557 5025 7405 9454 10681 4621 27361 26481 Hsa-Mir-10-P1b-v1_5p 33274 61620 590 20151 10343 7551 745 6828 33515 6965 653 1120 1043 46880 1104 315 30186 937 12711 12178 603 5018 1784 Hsa-Mir-10-P1b-v2_5p 2402 4875 39 1621 815 621 53 446 2722 504 47 90 75 3480 84 26 2067 70 916 810 38 316 136 Hsa-Mir-10-P1c-v1_5p 3269 1558 257 1767 896 405 556 6232 33628 726 1175 1313 599 2808 1498 287 686 1232 1025 3019 773 3471 2827 Hsa-Mir-10-P1c-v2_5p 551 331 40 374 173 69 81 906 6418 106 194 246 98 551 288 45 125 230 192 549 135 687 530 Hsa-Mir-10-P2b_5p 84391 41100 76456 45448 114204 53057 39073 64175 83922 43204 32872 38187 55062 69417 39121 25110 22826 65593 70976 58992 55847 468097 223093 Hsa-Mir-10-P2c_5p 22426 14486 15965 16006 25485 14763 13513 23895 33096 12728 9571 12327 15968 20179 13461 8407 8378 15562 18562 24577 11674 64336 54743 Hsa-Mir-10-P2d_5p 52166 30986 79481 28319 107620 40535 37070 60082 63987 30825 18025 28735 39781 44661 44899 20461 14628 41072 40955 38033 53908 91004 131887 Hsa-Mir-10-P3b_5p 181833 81252 138889 126317 224474 111938 83880 192590 206640 68002 66334 106078 137101 131928 88529 64913 62802 124192 140567 180845 87696 268350 378490 Hsa-Mir-10-P3c_5p 85271 66568 79205 77580 124928 63693 61766 105925 140562 44846 40183 57630 69745 78369 66116 41947 36981 73506 80308 103672 61217 354990 235292 Hsa-Mir-10-P3d_5p 85271 66568 79205 77580 124928 63693 61766 105925 140562 44846 40183 57630 69745 78369 66116 41947 36981 73506 80308 103672 61217 354990 235292 Hsa-Mir-15-P1a_5p 3166 4681 7002 12518 12407 5151 5486 7931 9893 3651 3288 5614 4055 5599 9213 3567 3704 5804 5146 4126 4751 4998 16596 Hsa-Mir-15-P1b_5p 363 473 516 719 857 312 563 822 1007 471 295 474 465 715 823 300 306 478 376 418 527 284 1905 Hsa-Mir-15-P1c_5p 352 316 560 205 511 120 250 567 557 282 115 277 305 289 572 111 197 282 297 354 386 895 1287 Hsa-Mir-15-P1d_5p 2111 3132 2437 6701 3326 3637 2450 3479 7965 2261 2204 3698 2989 3168 2864 1994 2213 4398 3161 3333 1869 4963 13171 Hsa-Mir-15-P2a_5p 36647 43675 49659 106970 83889 50438 48372 73527 111687 40310 39428 55347 45421 67394 73290 34801 35131 54599 42388 49614 56121 42614 177881 Hsa-Mir-15-P2b_5p 37811 45066 51704 108410 86937 51359 49837 76507 114249 41613 40251 57207 47166 69275 76485 35712 36475 55968 43780 51047 57923 44550 182861 Hsa-Mir-15-P2c_5p 20 17 8 17 22 5 10 22 34 13 3 9 17 17 17 10 911 20 16 18 96 44 Hsa-Mir-15-P2d_5p 5760 4206 4855 8138 6641 3753 4989 8525 12105 6397 3595 6472 6607 8438 7082 3257 4859 5490 5432 6714 4529 13652 23195 Hsa-Mir-17-P1a_5p 662 806 1091 822 1971 548 945 1079 1495 629 445 681 666 1242 1301 537 561 805 659 590 934 1311 2793 Hsa-Mir-17-P1c_5p 164 114 99 159 191 83 71 125 304 88 43 104 83 249 128 63 128 131 146 82 62 292 575 Hsa-Mir-17-P1d_5p 473 446 857 1033 1318 436 573 866 850 412 400 554 355 731 853 413 358 549 559 439 510 2499 1619 Hsa-Mir-17-P1d_3p 254 364 419 814 579 381 324 428 490 226 277 302 229 350 391 218 262 349 299 189 403 2068 997 Hsa-Mir-17-P2a_5p 104 131 326 101 403 76 194 137 174 97 65 98 104 168 327 85 7115 102 69 222 649 455 Hsa-Mir-17-P2c_5p 28 17 29 18 48 18 13 20 34 13 11 20 18 41 27 7 112 30 16 15 105 66 Hsa-Mir-17-P4a_5p 884 1169 1615 1036 3172 855 1317 1632 2220 902 461 1097 1199 1836 2163 673 869 1156 1086 649 1176 1269 4785 Hsa-Mir-17-P4c_5p 163 170 144 215 257 111 84 168 469 124 62 173 136 309 189 67 158 214 209 88 93 469 876 Hsa-Mir-17-P4d_5p 3226 4443 6901 8262 9831 3914 5416 5275 7821 3750 2768 4263 3474 5608 7290 2739 2781 5811 3821 2346 6879 10365 19463 Hsa-Mir-19-P1a_3p 399 296 468 307 1082 232 368 473 318 305 150 237 298 505 542 253 259 247 219 346 358 817 772 Hsa-Mir-19-P2a_3p 1216 1181 1482 1046 3082 766 1097 1656 1466 1147 539 878 1054 1708 1773 788 912 884 964 1312 1284 5402 3276 Hsa-Mir-19-P2c_3p 1216 1181 1482 1046 3082 766 1097 1656 1466 1147 539 878 1054 1708 1773 788 912 884 964 1312 1284 5402 3276 Hsa-Mir-21_5p 21918 16810 24378 23678 33803 20854 17441 28742 25992 11326 7940 22008 20342 16238 29409 10725 13724 17677 18528 13654 14586 33324 49412 Hsa-Mir-22-P1b_3p 4210 3742 6526 9282 6428 4826 3693 7321 10360 2276 2958 5011 4172 3652 4830 3335 2297 6177 6017 5602 3041 10176 16041 Hsa-Mir-23-P2_3p 9845 11247 17222 11499 14994 6013 11852 14345 16971 10756 9108 12375 14864 12411 28226 9190 7116 12957 8092 18031 28252 13571 39170 Hsa-Mir-23-P3_3p 3637 2053 2551 3093 2989 1923 1912 4189 4722 1657 1310 2482 2937 3303 3081 1396 1721 2606 2176 3275 2087 5281 8280 Hsa-Mir-24-P2_3p 3329 3471 5206 2510 6773 2039 4549 4608 6172 2715 1544 2830 2943 4085 5937 3148 1886 3436 3320 3630 3465 23971 13975 Hsa-Mir-24-P3_3p 3329 3471 5206 2510 6773 2039 4549 4608 6172 2715 1544 2830 2943 4085 5937 3148 1886 3436 3320 3630 3465 23971 13975 Hsa-Mir-26-P1_5p 1006516 1077711 912248 890275 1126662 568618 648819 1234738 1306207 444239 468744 808800 928138 992232 1475541 523073 559600 692502 880724 1170207 839104 1911607 2066195 Hsa-Mir-26-P2_5p 30890 36069 41809 42091 67728 28058 37424 71349 64732 24388 18438 40245 36161 47704 56249 22951 26013 36812 34280 33901 33080 44636 124098 Hsa-Mir-26-P4_5p 1006516 1077711 912248 890275 1126662 568618 648819 1234738 1306207 444239 468744 808800 928138 992232 1475541 523073 559600 692502 880724 1170207 839104 1911607 2066195 Hsa-Mir-27-P2_3p 163575 251199 483786 330699 646255 237548 386589 340718 456521 233163 136266 283426 222559 251724 638569 177823 176044 336033 248387 172564 422947 407620 999775 Hsa-Mir-27-P3_3p 11134 4538 6316 11208 8880 7110 6048 10429 11564 4314 3946 7213 5353 7333 8045 4711 4313 7001 7578 8606 4270 23050 18861 Hsa-Mir-28-P1_5p 1438 962 1189 3235 2113 1522 1002 2937 2762 713 798 1705 1285 1138 1421 826 943 1459 1316 1527 894 1703 3739 Hsa-Mir-28-P1_3p 14574 10434 9908 25120 17403 12641 8493 20984 22652 5836 5997 12424 12393 12443 12565 4986 7353 12725 11128 9062 8432 19193 36351 Hsa-Mir-28-P2_5p 29328 38256 69875 55300 108618 47514 51180 55486 74781 29302 26416 44621 34429 37379 72979 34109 26047 51962 42063 38068 57885 33314 153639 Hsa-Mir-28-P2_3p 6468 15234 25710 14939 35513 11334 17850 19264 18176 9379 6398 13050 9831 11713 24988 6739 9175 15407 12966 7155 20470 46720 45029 Hsa-Mir-28-P3_5p 1337 1483 1943 1113 1909 763 1537 2643 2515 1419 1089 1245 1553 1502 1909 1048 848 1801 1498 2654 1302 8424 5772 Hsa-Mir-29-P1b-v1_3p 6548 9233 9231 7204 18075 4033 10383 18227 16612 7804 3548 6990 9338 12501 9461 5152 6062 8918 11360 7076 3688 35669 28289 Hsa-Mir-29-P1b-v2_3p 2989 3091 3800 3802 5576 2351 3578 7360 6025 2854 1926 2931 3390 4447 3581 2432 2387 2846 4032 4117 2158 11189 10093 Hsa-Mir-29-P1d-v1_3p 6548 9233 9231 7204 18075 4033 10383 18227 16612 7804 3548 6990 9338 12501 9461 5152 6062 8918 11360 7076 3688 35669 28289 Hsa-Mir-29-P1d-v2_3p 2989 3091 3800 3802 5576 2351 3578 7360 6025 2854 1926 2931 3390 4447 3581 2432 2387 2846 4032 4117 2158 11189 10093 Hsa-Mir-29-P2b_3p 43894 40611 47851 60529 67338 32490 40318 87923 86030 31781 24682 40846 39369 43362 43606 30538 27862 41001 52719 64033 26618 171798 127958 Hsa-Mir-29-P2d_3p 11586 13395 16570 19337 23043 9869 13317 28764 27061 10062 7965 14105 14032 14217 14330 9693 9690 13547 16568 18645 8055 57777 41609 Hsa-Mir-30-P1a_5p 79701 112919 97895 141169 120517 88055 76955 157223 225215 57601 63546 110045 110091 100389 115458 56006 65757 124821 105362 101044 77062 349596 403791 Hsa-Mir-30-P1b_5p 187929 181079 154770 275225 282422 133689 153308 400714 388430 128120 98963 196102 201672 262121 206834 76514 156644 202675 219067 139165 101046 563598 585382 Hsa-Mir-30-P1d_5p 81149 77627 94091 119188 152861 69828 75424 156264 183906 64357 51187 96291 103617 103390 104392 53593 67159 95959 104021 77035 55954 335059 311134 Hsa-Mir-30-P2a_5p 14185 20833 19681 21785 22050 12162 16435 37164 40028 12170 10449 20531 20408 22148 21349 9002 13257 18881 22854 19332 13633 32911 71196 Hsa-Mir-30-P2b_5p 36070 38564 46605 79221 61147 44997 34395 89158 95562 23331 24714 50059 51940 48346 45494 23380 32108 54920 47955 44324 26101 69221 161776 Hsa-Mir-30-P2d_5p 36070 38564 46605 79221 61147 44997 34395 89158 95562 23331 24714 50059 51940 48346 45494 23380 32108 54920 47955 44324 26101 69221 161776 Hsa-Mir-31_5p 949 1215 1564 2112 1607 1396 1339 2686 3318 1531 1199 1243 1547 1283 1492 1219 1063 1899 1369 1313 873 2883 6805 Hsa-Mir-32_5p 293 336 824 604 1123 324 539 663 651 344 205 450 333 575 895 305 247 431 356 267 354 491 1286 Hsa-Mir-33-P1_5p 433 1173 2449 1384 4399 927 1858 985 1114 737 446 775 350 793 2830 949 653 1175 893 337 1031 1586 3451 Hsa-Mir-33-P3_5p 323 523 616 493 1112 253 521 462 632 298 179 310 209 458 787 263 294 494 481 332 166 3812 1312 Hsa-Mir-34-P1_5p 967 1588 1556 1645 2428 1377 1840 2643 4042 1174 910 1797 1995 1732 1737 1376 924 2212 1860 1222 683 4965 7548 Hsa-Mir-34-P2a_5p 79 102 253 82 238 73 206 145 102 90 49 106 73 77 373 61 6136 58 52 177 74 408 Hsa-Mir-34-P2a_3p 17 15 56 16 34 21 44 14 34 16 10 18 12 15 54 13 739 9 17 56 21 84 Hsa-Mir-34-P2b_5p 589 992 1597 611 1228 475 1403 678 751 520 417 807 405 310 2047 509 305 1064 275 390 1336 802 2460 Hsa-Mir-34-P3a-v1_5p 7 11 6 5 16 12 8 17 13 14 6 11 11 13 5 7 811 20 Hsa-Mir-34-P3a-v2_5p 8 20 14 23 19 24 12 31 28 26 15 18 25 16 6 10 221 20 6 14 34 Hsa-Mir-34-P3b_5p 7 2 2 10 16 7 25 5 7 7 11 7 10 7 3 1 912 2 11 14 Hsa-Mir-34-P3b_3p 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 00 |