Mercurial > repos > nml > refseq_masher
comparison contains.xml @ 0:dbc58c4b2851 draft default tip
planemo upload commit 80c22275be05e29208e991019309dfffa9704f39
| author | nml |
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| date | Thu, 15 Feb 2018 12:08:11 -0500 |
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| -1:000000000000 | 0:dbc58c4b2851 |
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| 1 <tool id="refseq_masher_contains" name="RefSeq Masher Contains" version="0.1.1"> | |
| 2 <description> | |
| 3 Find NCBI RefSeq Genomes contained in your sequences | |
| 4 </description> | |
| 5 <requirements> | |
| 6 <requirement type="package" version="0.1.1">refseq_masher</requirement> | |
| 7 </requirements> | |
| 8 <command detect_errors="exit_code"> | |
| 9 <![CDATA[ | |
| 10 | |
| 11 #import re | |
| 12 | |
| 13 #if $input.type == 'fasta' | |
| 14 #set $input_files = '"{}"'.format($input.fasta.name) | |
| 15 ln -s "$input.fasta" $input_files && | |
| 16 #elif $input.type == 'paired' | |
| 17 #set $_forward_ext = '.fastq.gz' if $re.match(r'.*\.gz$', $input.forward.name) else '.fastq' | |
| 18 #set $_forward = '"{}_1{}"'.format($re.sub(r'_[12]\..+$', '', $input.forward.name), $_forward_ext) | |
| 19 #set $_reverse_ext = '.fastq.gz' if $re.match(r'.*\.gz$', $input.reverse.name) else '.fastq' | |
| 20 #set $_reverse = '"{}_2{}"'.format($re.sub(r'_[12]\..+$', '', $input.reverse.name), $_reverse_ext) | |
| 21 #set $input_files = '{} {}'.format($_forward, $_reverse) | |
| 22 ln -s "$input.forward" $_forward && | |
| 23 ln -s "$input.reverse" $_reverse && | |
| 24 #elif $input.type == 'single' | |
| 25 #set $input_files = '"{}"'.format($input.single.name) | |
| 26 ln -s "$input.single" $input_files && | |
| 27 #elif $input.type == 'paired_collection' | |
| 28 #set $_forward_ext = '.fastq.gz' if $re.match(r'.*\.gz$', str($input.paired_collection.forward)) else '.fastq' | |
| 29 #set $_forward = '"{}_1{}"'.format($input.paired_collection.name, $_forward_ext) | |
| 30 #set $_reverse_ext = '.fastq.gz' if $re.match(r'.*\.gz$', str($input.paired_collection.reverse)) else '.fastq' | |
| 31 #set $_reverse = '"{}_2{}"'.format($input.paired_collection.name, $_reverse_ext) | |
| 32 #set $input_files = '{} {}'.format($_forward, $_reverse) | |
| 33 ln -s "$input.paired_collection.forward" $_forward && | |
| 34 ln -s "$input.paired_collection.reverse" $_reverse && | |
| 35 #end if | |
| 36 | |
| 37 refseq_masher | |
| 38 $adv.verbosity | |
| 39 contains | |
| 40 --output refseq_masher-contains.${adv.output_type} | |
| 41 --output-type $adv.output_type | |
| 42 --top-n-results $adv.top_n_results | |
| 43 --parallelism "\${GALAXY_SLOTS:-1}" | |
| 44 --min-identity $adv.min_identity | |
| 45 --max-pvalue $adv.max_pvalue | |
| 46 $input_files | |
| 47 | |
| 48 ]]> | |
| 49 </command> | |
| 50 <inputs> | |
| 51 <conditional name="input"> | |
| 52 <param name="type" type="select" label="Sequence input type"> | |
| 53 <option value="fasta">FASTA</option> | |
| 54 <option value="paired">Paired-end FASTQs</option> | |
| 55 <option value="single">Single-end FASTQ</option> | |
| 56 <option value="paired_collection">Paired-end FASTQ collection</option> | |
| 57 </param> | |
| 58 <when value="fasta"> | |
| 59 <param name="fasta" | |
| 60 type="data" format="fasta" | |
| 61 optional="false" | |
| 62 label="FASTA file" | |
| 63 /> | |
| 64 </when> | |
| 65 <when value="paired"> | |
| 66 <param name="forward" | |
| 67 type="data" format="fastq,fastqsanger,fastqillumina,fastqsolexa" | |
| 68 optional="false" | |
| 69 label="Forward FASTQ file" | |
| 70 help="Must have ASCII encoded quality scores" | |
| 71 /> | |
| 72 <param name="reverse" | |
| 73 type="data" format="fastq,fastqsanger,fastqillumina,fastqsolexa" | |
| 74 optional="false" | |
| 75 label="Reverse FASTQ file" | |
| 76 help="File format must match the Forward FASTQ file" | |
| 77 /> | |
| 78 </when> | |
| 79 <when value="single"> | |
| 80 <param name="single" | |
| 81 type="data" format="fastq,fastqsanger,fastqillumina,fastqsolexa" | |
| 82 optional="false" | |
| 83 label="Single-end FASTQ file" | |
| 84 /> | |
| 85 </when> | |
| 86 <when value="paired_collection"> | |
| 87 <param name="paired_collection" | |
| 88 type="data_collection" format="fastq,fastqsanger,fastqillumina,fastqsolexa,fastq.gz,txt" | |
| 89 collection_type="paired" | |
| 90 optional="false" | |
| 91 label="Paired-end FASTQ collection" | |
| 92 help="" | |
| 93 /> | |
| 94 </when> | |
| 95 </conditional> | |
| 96 <section name="adv" title="Advanced Options" expanded="false"> | |
| 97 <param name="top_n_results" | |
| 98 type="integer" | |
| 99 label="Top N matches to report (0 to report all)" | |
| 100 min="0" | |
| 101 value="0" | |
| 102 optional="true" | |
| 103 /> | |
| 104 <param name="min_identity" | |
| 105 type="float" value="0.9" min="0.0" max="1.0" | |
| 106 label="Mash dist min. identity to report" | |
| 107 optional="true" | |
| 108 /> | |
| 109 <param name="max_pvalue" | |
| 110 type="float" value="0.01" min="0.0" max="1.0" | |
| 111 label="Mash screen max. p-value to report" | |
| 112 optional="true" | |
| 113 /> | |
| 114 <param name="output_type" | |
| 115 type="select" | |
| 116 label="Output type" | |
| 117 multiple="false"> | |
| 118 <option value="tab" selected="true">Tabular (tab-delimited values)</option> | |
| 119 <option value="csv">CSV (Comma Separated Values)</option> | |
| 120 </param> | |
| 121 <param name="verbosity" | |
| 122 type="select" | |
| 123 label="Logging verbosity"> | |
| 124 <option value="">Error messages only</option> | |
| 125 <option value="-v">Show warning messages</option> | |
| 126 <option value="-vv" selected="true">Show info messages</option> | |
| 127 <option value="-vvv">Show debug messages</option> | |
| 128 </param> | |
| 129 </section> | |
| 130 </inputs> | |
| 131 <outputs> | |
| 132 <data | |
| 133 name="output_path_csv" | |
| 134 format="csv" | |
| 135 label="RefSeq Masher contains table" | |
| 136 from_work_dir="refseq_masher-contains.csv"> | |
| 137 <filter>adv['output_type'] == 'csv'</filter> | |
| 138 </data> | |
| 139 <data | |
| 140 name="output_path_tab" | |
| 141 format="tabular" | |
| 142 label="RefSeq Masher contains table" | |
| 143 from_work_dir="refseq_masher-contains.tab"> | |
| 144 <filter>adv['output_type'] == 'tab'</filter> | |
| 145 </data> | |
| 146 </outputs> | |
| 147 <tests> | |
| 148 <test> | |
| 149 <conditional name="input"> | |
| 150 <param name="type" value="single"/> | |
| 151 <param name="single" value="SRR1203042_1-head4000.fastq"/> | |
| 152 </conditional> | |
| 153 <section name="adv"> | |
| 154 <param name="top_n_results" value="5"/> | |
| 155 <param name="output_type" value="tab"/> | |
| 156 <param name="min_identity" value="0.9"/> | |
| 157 <param name="max_pvalue" value="0.01"/> | |
| 158 </section> | |
| 159 <output name="output_path_tab" | |
| 160 value="SRR1203042_1-head4000-contains.tab" | |
| 161 ftype="tabular" | |
| 162 lines_diff="0"> | |
| 163 </output> | |
| 164 </test> | |
| 165 </tests> | |
| 166 <help> | |
| 167 <![CDATA[ | |
| 168 RefSeq Masher - Containment | |
| 169 =========================== | |
| 170 | |
| 171 Find what NCBI RefSeq genomes are contained within your sequence data using Mash_ with a Mash sketch database of 54,925 NCBI RefSeq Genomes. | |
| 172 | |
| 173 | |
| 174 Source code available on Github at https://github.com/phac-nml/refseq_masher | |
| 175 | |
| 176 | |
| 177 `contains` - find what NCBI RefSeq Genomes are contained in your input sequences | |
| 178 -------------------------------------------------------------------------------- | |
| 179 | |
| 180 If you have a metagenomic sample or maybe a sample with some contamination, you may be interested in seeing what's in your sample. You can do this with `refseq_masher contains <INPUT>`.:: | |
| 181 | |
| 182 Usage: refseq_masher contains [OPTIONS] INPUT... | |
| 183 | |
| 184 Find the NCBI RefSeq genomes contained in your sequence files using Mash | |
| 185 Screen | |
| 186 | |
| 187 Input is expected to be one or more FASTA/FASTQ files or one or more | |
| 188 directories containing FASTA/FASTQ files. Files can be Gzipped. | |
| 189 | |
| 190 Options: | |
| 191 --mash-bin TEXT Mash binary path (default="mash") | |
| 192 -o, --output PATH Output file path (default="-"/stdout) | |
| 193 --output-type [tab|csv] Output file type (tab|csv) | |
| 194 -n, --top-n-results INTEGER Output top N results sorted by identity in | |
| 195 ascending order (default=0/all) | |
| 196 -i, --min-identity FLOAT Mash screen min identity to report | |
| 197 (default=0.9) | |
| 198 -v, --max-pvalue FLOAT Mash screen max p-value to report | |
| 199 (default=0.01) | |
| 200 -p, --parallelism INTEGER Mash screen parallelism; number of threads to | |
| 201 spawn (default=1) | |
| 202 -h, --help Show this message and exit. | |
| 203 | |
| 204 | |
| 205 Example - metagenomic a sample SAMEA1877340_ | |
| 206 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
| 207 | |
| 208 For this example, we're going to see what RefSeq genomes are contained within sample SAMEA1877340_ from BioProject PRJEB1775_. | |
| 209 | |
| 210 | |
| 211 Description from BioProject PRJEB1775_: | |
| 212 | |
| 213 .. epigraph:: | |
| 214 | |
| 215 Design, Setting and Patients Forty-five samples were selected from a set of fecal specimens obtained from patients with diarrhea during the 2011 outbreak of STEC O104:H4 in Germany. Samples were chosen to represent STEC-positive patients with a range of clinical conditions and colony counts together with a small number of patients with other infections (Campylobacter jejnuni, Clostridium difficile and Salmonella enterica). Samples were subjected to high-throughput sequencing on the Illumina MiSeq and HiSeq 2500, followed by bioinformatics analysis. | |
| 216 | |
| 217 | |
| 218 We're going to download the FASTQ files for ERR260489_:: | |
| 219 | |
| 220 wget ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR260/ERR260489/ERR260489_1.fastq.gz | |
| 221 wget ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR260/ERR260489/ERR260489_2.fastq.gz | |
| 222 | |
| 223 | |
| 224 We're going to run `refseq_masher` against these FASTQ files:: | |
| 225 | |
| 226 refseq_masher -vv contains --top-n-results 50 -p 12 -o containment-ERR260489.tab ERR260489_1.fastq.gz ERR260489_2.fastq.gz | |
| 227 | |
| 228 **Log**:: | |
| 229 | |
| 230 2018-01-29 10:59:25,849 INFO: Grouped 2 fastqs into 1 groups [in ...refseq_masher/refseq_masher/utils.py:174] | |
| 231 2018-01-29 10:59:25,849 INFO: Collected 0 FASTA inputs and 1 read sets [in ...refseq_masher/refseq_masher/utils.py:185] | |
| 232 2018-01-29 10:59:25,849 INFO: Running Mash Screen with NCBI RefSeq sketch database against sample "ERR260489" with inputs: ['../ERR260489_1.fastq.gz', '../ERR260489_2.fastq.gz'] [in ...refseq_masher/refseq_masher/mash/screen.py:44] | |
| 233 Loading ...refseq_masher/refseq_masher/data/RefSeqSketches.msh... | |
| 234 4669418 distinct hashes. | |
| 235 Streaming from 2 inputs... | |
| 236 Estimated distinct k-mers in pool: 206836855 | |
| 237 Summing shared... | |
| 238 Computing coverage medians... | |
| 239 Writing output... | |
| 240 2018-01-29 11:00:19,665 INFO: Ran Mash Screen on all input. Merging NCBI taxonomic information into results output. [in ...refseq_masher/refseq_masher/cli.py:134] | |
| 241 2018-01-29 11:00:19,666 INFO: Fetching all taxonomy info for 23 unique NCBI Taxonomy UIDs [in ...refseq_masher/refseq_masher/taxonomy.py:35] | |
| 242 2018-01-29 11:00:19,669 INFO: Dropping columns with all NA values (ncol=32) [in ...refseq_masher/refseq_masher/taxonomy.py:38] | |
| 243 2018-01-29 11:00:19,671 INFO: Columns with all NA values dropped (ncol=12) [in ...refseq_masher/refseq_masher/taxonomy.py:40] | |
| 244 2018-01-29 11:00:19,671 INFO: Merging Mash results with relevant taxonomic information [in ...refseq_masher/refseq_masher/taxonomy.py:41] | |
| 245 2018-01-29 11:00:19,674 INFO: Merged Mash results with taxonomy info [in ...refseq_masher/refseq_masher/taxonomy.py:43] | |
| 246 2018-01-29 11:00:19,674 INFO: Merged taxonomic information into results output [in ...refseq_masher/refseq_masher/cli.py:136] | |
| 247 2018-01-29 11:00:19,674 INFO: Reordering output columns [in ...refseq_masher/refseq_masher/cli.py:137] | |
| 248 2018-01-29 11:00:19,677 INFO: Wrote output to "containment-ERR260489.tab" [in ...refseq_masher/refseq_masher/writers.py:20] | |
| 249 | |
| 250 | |
| 251 | |
| 252 **Output** | |
| 253 | |
| 254 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 255 | sample | top_taxonomy_name | identity | shared_hashes | median_multiplicity | pvalue | full_taxonomy | taxonomic_subspecies | taxonomic_species | taxonomic_genus | taxonomic_family | taxonomic_order | taxonomic_class | taxonomic_phylum | taxonomic_superkingdom | subspecies | serovar | plasmid | bioproject | biosample | taxid | assembly_accession | match_id | taxonomic_species group | match_comment | | |
| 256 +===========+======================================+==========+================+======================+========+==================================================================================================================================================+=======================+==============================+==================+====================+==================+=====================+===================+=========================+============+=========+==========+============+===========+=========+=====================+==============================================================================================+==========================+================+ | |
| 257 | ERR260489 | Bacteroides fragilis | 1.0 | 400/400 | 786 | 0.0 | Bacteria; FCB group; Bacteroidetes/Chlorobi group; Bacteroidetes; Bacteroidia; Bacteroidales; Bacteroidaceae; Bacteroides; fragilis | | Bacteroides fragilis | Bacteroides | Bacteroidaceae | Bacteroidales | Bacteroidia | Bacteroidetes | Bacteria | | | pLV22a | | | 817 | | ./rcn/refseq-NG-817-.-.-.-pLV22a-Bacteroides_fragilis.fna | | | | |
| 258 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 259 | [1 row] | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 260 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 261 | ERR260489 | Escherichia coli O104:H4 str. E92/11 | 1.0 | 400/400 | 48 | 0.0 | Bacteria; Proteobacteria; Gammaproteobacteria; Enterobacterales; Enterobacteriaceae; Escherichia; coli; O104:H4; str. E92/11 | | Escherichia coli | Escherichia | Enterobacteriaceae | Enterobacterales | Gammaproteobacteria | Proteobacteria | Bacteria | | | pE9211p3 | | | 1090927 | NZ_AHAU | ./rcn/refseq-NZ-1090927-.-.-NZ_AHAU-pE9211p3-Escherichia_coli_O104_H4_str._E92_11.fna | | | | |
| 262 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 263 | [3 rows] | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 264 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 265 | ERR260489 | Kingella kingae KKC2005004457 | 1.0 | 400/400 | 5 | 0.0 | Bacteria; Proteobacteria; Betaproteobacteria; Neisseriales; Neisseriaceae; Kingella; kingae; KKC2005004457 | | Kingella kingae | Kingella | Neisseriaceae | Neisseriales | Betaproteobacteria | Proteobacteria | Bacteria | | | unnamed | | | 1229911 | | ./rcn/refseq-NG-1229911-.-.-.-unnamed-Kingella_kingae_KKC2005004457.fna | | | | |
| 266 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 267 | ERR260489 | Bacteroides cellulosilyticus WH2 | 0.99984 | 399/400 | 772 | 0.0 | Bacteria; FCB group; Bacteroidetes/Chlorobi group; Bacteroidetes; Bacteroidia; Bacteroidales; Bacteroidaceae; Bacteroides; cellulosilyticus; WH2 | | Bacteroides cellulosilyticus | Bacteroides | Bacteroidaceae | Bacteroidales | Bacteroidia | Bacteroidetes | Bacteria | | | pBWH2B | | | 1268240 | NZ_ATFI | ./rcn/refseq-NZ-1268240-.-.-NZ_ATFI-pBWH2B-Bacteroides_cellulosilyticus_WH2.fna | | | | |
| 268 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 269 | [1 row] | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 270 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 271 | ERR260489 | Klebsiella pneumoniae | 0.99984 | 399/400 | 4 | 0.0 | Bacteria; Proteobacteria; Gammaproteobacteria; Enterobacterales; Enterobacteriaceae; Klebsiella; pneumoniae | | Klebsiella pneumoniae | Klebsiella | Enterobacteriaceae | Enterobacterales | Gammaproteobacteria | Proteobacteria | Bacteria | | | pMRC151 | | | 573 | | ./rcn/refseq-NG-573-.-.-.-pMRC151-Klebsiella_pneumoniae.fna | | | | |
| 272 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 273 | [37 rows] | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 274 +-----------+--------------------------------------+----------+----------------+----------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------+------------------------------+------------------+--------------------+------------------+---------------------+-------------------+-------------------------+------------+---------+----------+------------+-----------+---------+---------------------+----------------------------------------------------------------------------------------------+--------------------------+----------------+ | |
| 275 | |
| 276 Some of the top genomes contained in this sample are sorted by identity and median multiplicity are: | |
| 277 | |
| 278 - *Bacteroides fragilis* - fully contained (400/400) and high multiplicity (768) | |
| 279 - *Escherichia coli* O104:H4 - fully contained (400/400) and median multiplicity of 48 | |
| 280 - *Kingella kingae* - fully contained (400/400) and median multiplicity of 5 | |
| 281 - *Klebsiella pneumoniae* - 399/400 sketches contained with median multiplicity of 4 | |
| 282 | |
| 283 So with Mash we are able to find that the sample contained the expected genomic data (especially *E. coli* O104:H4). | |
| 284 | |
| 285 | |
| 286 | |
| 287 Legal | |
| 288 ----- | |
| 289 | |
| 290 Copyright Government of Canada 2017 | |
| 291 | |
| 292 Written by: National Microbiology Laboratory, Public Health Agency of Canada | |
| 293 | |
| 294 Licensed under the Apache License, Version 2.0 (the "License"); you may not use | |
| 295 this work except in compliance with the License. You may obtain a copy of the | |
| 296 License at: | |
| 297 | |
| 298 http://www.apache.org/licenses/LICENSE-2.0 | |
| 299 | |
| 300 Unless required by applicable law or agreed to in writing, software distributed | |
| 301 under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR | |
| 302 CONDITIONS OF ANY KIND, either express or implied. See the License for the | |
| 303 specific language governing permissions and limitations under the License. | |
| 304 | |
| 305 Contact | |
| 306 ------- | |
| 307 | |
| 308 **Gary van Domselaar**: gary.vandomselaar@phac-aspc.gc.ca | |
| 309 | |
| 310 | |
| 311 | |
| 312 .. _Mash: https://genomebiology.biomedcentral.com/articles/10.1186/s13059-016-0997-x | |
| 313 .. _SAMEA1877340: https://www.ebi.ac.uk/ena/data/view/SAMEA1877340 | |
| 314 .. _PRJEB1775: https://www.ebi.ac.uk/ena/data/view/PRJEB1775 | |
| 315 .. _ERR260489: https://www.ebi.ac.uk/ena/data/view/ERR260489&display=html | |
| 316 | |
| 317 ]]> | |
| 318 </help> | |
| 319 <citations> | |
| 320 <!-- Citation for Mash paper --> | |
| 321 <citation type="doi">10.1186/s13059-016-0997-x</citation> | |
| 322 </citations> | |
| 323 </tool> |
