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AmpliCI, Amplicon Clustering Inference, denoises Illumina amplicon data by approximate model-based clustering. | ||
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AmpliCI v2.0 now includes a new module to denoise UMI-tagged Illumina amplicon sequences. See details in the [page](https://github.com/xiyupeng/AmpliCI-UMI). | ||
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# Table of Contents | ||
1. [Prerequisites](#prerequisites) | ||
1. [Installation](#installation) | ||
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- Peng, X. and Dorman, K. (2020) ‘AmpliCI: A High-resolution Model-Based Approach for Denoising Illumina Amplicon Data’, Bioinformatics. doi: [10.1093/bioinformatics/btaa648](https://academic.oup.com/bioinformatics/article/doi/10.1093/bioinformatics/btaa648/5875058). | ||
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- Peng, X. and Dorman, K. (2022) 'Accurate estimation of molecular counts from amplicon sequence data with unique molecular identifiers',[BioRxiv](https://www.biorxiv.org/content/10.1101/2022.06.12.495839v1). | ||
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# Contact <a name = "contact" /> | ||
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If you have any problems with AmpliCI, please contact: | ||
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Xiyu Peng ([email protected]) | ||
Xiyu Peng ([email protected]) | ||
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Karin Dorman ([email protected]) |
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#!/bin/bash | ||
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## bc data | ||
./run_AmpliCI --umi --fastq ../test/sim2.bc.fq --outfile ../test/sim2.bc | ||
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## Estimate error profile with partitions | ||
grep "assign" ../test/sim2.bc.out | awk '{$1="";print}' > ../test/partition.txt | ||
./run_AmpliCI --fastq ../test/sim2.trim.fq --outfile ../test/error.out --partition ../test/partition.txt -exclude --abundance 2 --error | ||
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## merged data | ||
./run_AmpliCI --fastq ../test/sim2.fq --outfile ../test/sim2.merge --profile ../test/error.out --trim 9 | ||
cat ../test/sim2.merge.fa | seqkit subseq -r 10:250 | seqkit rmdup -s | seqkit seq -w 0 > ../test/sim2.merge.trim_dedup.fa | ||
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## run main algorithm | ||
./run_AmpliCI --fastq ../test/sim2.fq --umifile ../test/sim2.bc.fa --haplotype ../test/sim2.merge.trim_dedup.fa --umilen 9 --outfile ../test/test --profile ../test/error.out -rho 46 |
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#!/bin/bash | ||
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## changing pho | ||
PHO=20.01 | ||
FILENAME=SRR2241783_2 | ||
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## barcode data | ||
./run_AmpliCI --umi --fastq ../test/$FILENAME.trim.noN.bc.fastq --outfile ../test/$FILENAME.bc | ||
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## Estimate error profile with partitions | ||
grep "assign" ../test/$FILENAME.bc.out | awk '{$1="";print}' > ../test/partition.txt | ||
./run_AmpliCI --fastq ../test/$FILENAME.trim.noN.fastq --outfile ../test/error.out --partition ../test/partition.txt --exclude --abundance 2 --error | ||
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## merged data | ||
./run_AmpliCI --fastq ../test/SRR2241783_2.merge.noN.fastq --outfile ../test/$FILENAME.merge --profile ../test/error.out -trim 9 | ||
cat ../test/$FILENAME.merge.fa | seqkit subseq -r 10:250 | seqkit rmdup -s | seqkit seq -w 0 > ../test/$FILENAME.merge.trim_dedup.fa | ||
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## run main algorithm | ||
./run_AmpliCI --fastq ../test/SRR2241783_2.merge.noN.fastq --umifile ../test/$FILENAME.bc.fa --haplotype ../test/$FILENAME.merge.trim_dedup.fa --umilen 9 --outfile ../test/test_MPLE_${PHO}_band0_amplici_merge_epar_modified_collision_exc2 --profile ../test/error.out -rho $PHO |
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