Mercurial > repos > pjbriggs > amplicon_analysis_pipeline
comparison amplicon_analysis_pipeline.xml @ 4:86a12d75ebe4 draft default tip
planemo upload for repository https://github.com/pjbriggs/Amplicon_analysis-galaxy commit 7be61b7ed35ca3deaad68d2eae384c8cd365bcb8
author | pjbriggs |
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date | Fri, 20 Dec 2019 06:59:49 -0500 |
parents | 3ab198df8f3f |
children |
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3:3ab198df8f3f | 4:86a12d75ebe4 |
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1 <tool id="amplicon_analysis_pipeline" name="Amplicon Analysis Pipeline" version="1.2.3.0"> | 1 <tool id="amplicon_analysis_pipeline" name="Amplicon Analysis Pipeline" version="1.3.6.0"> |
2 <description>analyse 16S rRNA data from Illumina Miseq paired-end reads</description> | 2 <description>analyse 16S rRNA data from Illumina Miseq paired-end reads</description> |
3 <requirements> | 3 <requirements> |
4 <requirement type="package" version="1.2.3">amplicon_analysis_pipeline</requirement> | 4 <requirement type="package" version="1.3.6">amplicon_analysis_pipeline</requirement> |
5 </requirements> | 5 </requirements> |
6 <stdio> | 6 <stdio> |
7 <exit_code range="1:" /> | 7 <exit_code range="1:" /> |
8 </stdio> | 8 </stdio> |
9 <command><![CDATA[ | 9 <command><![CDATA[ |
10 | |
11 ## Convenience variable for pipeline name | |
12 #set $pipeline_name = $pipeline.pipeline_name | |
13 | |
10 ## Set the reference database name | 14 ## Set the reference database name |
11 #if $reference_database == "-S" | 15 #if str( $pipeline_name ) == "DADA2" |
12 #set reference_database_name = "silva" | 16 #set reference_database_name = "silva" |
13 #else if $reference_database == "-H" | |
14 #set reference_database_name = "homd" | |
15 #else | 17 #else |
16 #set reference_database_name = "gg" | 18 #set reference_database = $pipeline.reference_database |
19 #if $reference_database == "-S" | |
20 #set reference_database_name = "silva" | |
21 #else if $reference_database == "-H" | |
22 #set reference_database_name = "homd" | |
23 #else | |
24 #set reference_database_name = "gg" | |
25 #end if | |
17 #end if | 26 #end if |
18 | 27 |
19 ## Run the amplicon analysis pipeline wrapper | 28 ## Run the amplicon analysis pipeline wrapper |
20 python $__tool_directory__/amplicon_analysis_pipeline.py | 29 python $__tool_directory__/amplicon_analysis_pipeline.py |
21 ## Set options | 30 ## Set options |
35 -O $minimum_overlap | 44 -O $minimum_overlap |
36 #end if | 45 #end if |
37 #if str( $minimum_length ) != "" | 46 #if str( $minimum_length ) != "" |
38 -L $minimum_length | 47 -L $minimum_length |
39 #end if | 48 #end if |
40 -P $pipeline | 49 -P $pipeline_name |
41 -r \$AMPLICON_ANALYSIS_REF_DATA_PATH | 50 -r \${AMPLICON_ANALYSIS_REF_DATA_PATH-ReferenceData} |
42 #if str( $reference_database ) != "" | 51 #if str( $pipeline_name ) != "DADA2" |
43 ${reference_database} | 52 ${reference_database} |
44 #end if | 53 #end if |
45 #if str($categories_file_in) != 'None' | 54 #if str($categories_file_in) != 'None' |
46 -c "${categories_file_in}" | 55 -c "${categories_file_in}" |
47 #end if | 56 #end if |
58 #end for | 67 #end for |
59 && | 68 && |
60 | 69 |
61 ## Collect outputs | 70 ## Collect outputs |
62 cp Metatable_log/Metatable_mod.txt "${metatable_mod}" && | 71 cp Metatable_log/Metatable_mod.txt "${metatable_mod}" && |
63 cp ${pipeline}_OTU_tables/multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_tax_OTU_table.biom "${tax_otu_table_biom_file}" && | 72 #if str( $pipeline_name ) == "Vsearch" |
64 cp ${pipeline}_OTU_tables/otus.tre "${otus_tre_file}" && | 73 ## Vsearch-specific |
65 cp RESULTS/${pipeline}_${reference_database_name}/OTUs_count.txt "${otus_count_file}" && | 74 cp ${pipeline_name}_OTU_tables/multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_tax_OTU_table.biom "${tax_otu_table_biom_file}" && |
66 cp RESULTS/${pipeline}_${reference_database_name}/table_summary.txt "${table_summary_file}" && | 75 cp Multiplexed_files/${pipeline_name}_pipeline/multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_OTUs.fasta "${dereplicated_nonchimera_otus_fasta}" && |
67 cp Multiplexed_files/${pipeline}_pipeline/multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_OTUs.fasta "${dereplicated_nonchimera_otus_fasta}" && | 76 cp QUALITY_CONTROL/Reads_count.txt "$read_counts_out" && |
68 cp QUALITY_CONTROL/Reads_count.txt "$read_counts_out" && | 77 #else |
78 ## DADA2-specific | |
79 cp ${pipeline_name}_OTU_tables/DADA2_tax_OTU_table.biom "${tax_otu_table_biom_file}" && | |
80 cp ${pipeline_name}_OTU_tables/seqs.fa "${dereplicated_nonchimera_otus_fasta}" && | |
81 #end if | |
82 cp ${pipeline_name}_OTU_tables/otus.tre "${otus_tre_file}" && | |
83 cp RESULTS/${pipeline_name}_${reference_database_name}/OTUs_count.txt "${otus_count_file}" && | |
84 cp RESULTS/${pipeline_name}_${reference_database_name}/table_summary.txt "${table_summary_file}" && | |
69 cp fastqc_quality_boxplots.html "${fastqc_quality_boxplots_html}" && | 85 cp fastqc_quality_boxplots.html "${fastqc_quality_boxplots_html}" && |
70 | 86 |
87 ## OTU table heatmap | |
88 cp RESULTS/${pipeline_name}_${reference_database_name}/Heatmap.pdf "${heatmap_otu_table_pdf}" && | |
89 | |
71 ## HTML outputs | 90 ## HTML outputs |
72 | |
73 ## OTU table | |
74 mkdir $heatmap_otu_table_html.files_path && | |
75 cp -r RESULTS/${pipeline}_${reference_database_name}/Heatmap/js $heatmap_otu_table_html.files_path && | |
76 cp RESULTS/${pipeline}_${reference_database_name}/Heatmap/otu_table.html "${heatmap_otu_table_html}" && | |
77 | 91 |
78 ## Phylum genus barcharts | 92 ## Phylum genus barcharts |
79 mkdir $phylum_genus_dist_barcharts_html.files_path && | 93 mkdir $phylum_genus_dist_barcharts_html.files_path && |
80 cp -r RESULTS/${pipeline}_${reference_database_name}/phylum_genus_charts/charts $phylum_genus_dist_barcharts_html.files_path && | 94 cp -r RESULTS/${pipeline_name}_${reference_database_name}/phylum_genus_charts/charts $phylum_genus_dist_barcharts_html.files_path && |
81 cp -r RESULTS/${pipeline}_${reference_database_name}/phylum_genus_charts/raw_data $phylum_genus_dist_barcharts_html.files_path && | 95 cp -r RESULTS/${pipeline_name}_${reference_database_name}/phylum_genus_charts/raw_data $phylum_genus_dist_barcharts_html.files_path && |
82 cp RESULTS/${pipeline}_${reference_database_name}/phylum_genus_charts/bar_charts.html "${phylum_genus_dist_barcharts_html}" && | 96 cp RESULTS/${pipeline_name}_${reference_database_name}/phylum_genus_charts/bar_charts.html "${phylum_genus_dist_barcharts_html}" && |
83 | 97 |
84 ## Beta diversity weighted 2d plots | 98 ## Beta diversity weighted 2d plots |
85 mkdir $beta_div_even_weighted_2d_plots.files_path && | 99 mkdir $beta_div_even_weighted_2d_plots.files_path && |
86 cp -r RESULTS/${pipeline}_${reference_database_name}/beta_div_even/weighted_2d_plot/* $beta_div_even_weighted_2d_plots.files_path && | 100 cp -r RESULTS/${pipeline_name}_${reference_database_name}/beta_div_even/weighted_2d_plot/* $beta_div_even_weighted_2d_plots.files_path && |
87 cp RESULTS/${pipeline}_${reference_database_name}/beta_div_even/weighted_2d_plot/weighted_unifrac_pc_2D_PCoA_plots.html "${beta_div_even_weighted_2d_plots}" && | 101 cp RESULTS/${pipeline_name}_${reference_database_name}/beta_div_even/weighted_2d_plot/weighted_unifrac_pc_2D_PCoA_plots.html "${beta_div_even_weighted_2d_plots}" && |
88 | 102 |
89 ## Beta diversity unweighted 2d plots | 103 ## Beta diversity unweighted 2d plots |
90 mkdir $beta_div_even_unweighted_2d_plots.files_path && | 104 mkdir $beta_div_even_unweighted_2d_plots.files_path && |
91 cp -r RESULTS/${pipeline}_${reference_database_name}/beta_div_even/unweighted_2d_plot/* $beta_div_even_unweighted_2d_plots.files_path && | 105 cp -r RESULTS/${pipeline_name}_${reference_database_name}/beta_div_even/unweighted_2d_plot/* $beta_div_even_unweighted_2d_plots.files_path && |
92 cp RESULTS/${pipeline}_${reference_database_name}/beta_div_even/unweighted_2d_plot/unweighted_unifrac_pc_2D_PCoA_plots.html "${beta_div_even_unweighted_2d_plots}" && | 106 cp RESULTS/${pipeline_name}_${reference_database_name}/beta_div_even/unweighted_2d_plot/unweighted_unifrac_pc_2D_PCoA_plots.html "${beta_div_even_unweighted_2d_plots}" && |
93 | 107 |
94 ## Alpha diversity rarefaction plots | 108 ## Alpha diversity rarefaction plots |
95 mkdir $alpha_div_rarefaction_plots.files_path && | 109 mkdir $alpha_div_rarefaction_plots.files_path && |
96 cp RESULTS/${pipeline}_${reference_database_name}/Alpha_diversity/rarefaction_curves/rarefaction_plots.html $alpha_div_rarefaction_plots && | 110 cp RESULTS/${pipeline_name}_${reference_database_name}/Alpha_diversity/rarefaction_curves/rarefaction_plots.html $alpha_div_rarefaction_plots && |
97 cp -r RESULTS/${pipeline}_${reference_database_name}/Alpha_diversity/rarefaction_curves/average_plots $alpha_div_rarefaction_plots.files_path && | 111 cp -r RESULTS/${pipeline_name}_${reference_database_name}/Alpha_diversity/rarefaction_curves/average_plots $alpha_div_rarefaction_plots.files_path && |
112 | |
113 ## DADA2 error rate plots | |
114 #if str($pipeline_name) == "DADA2" | |
115 mkdir $dada2_error_rate_plots.files_path && | |
116 cp DADA2_OTU_tables/Error_rate_plots/error_rate_plots.html $dada2_error_rate_plots && | |
117 cp -r DADA2_OTU_tables/Error_rate_plots/*.pdf $dada2_error_rate_plots.files_path && | |
118 #end if | |
98 | 119 |
99 ## Categories data | 120 ## Categories data |
100 #if str($categories_file_in) != 'None' | 121 #if str($categories_file_in) != 'None' |
101 ## Alpha diversity boxplots | 122 ## Alpha diversity boxplots |
102 mkdir $alpha_div_boxplots.files_path && | 123 mkdir $alpha_div_boxplots.files_path && |
103 cp alpha_diversity_boxplots.html "$alpha_div_boxplots" && | 124 cp alpha_diversity_boxplots.html "$alpha_div_boxplots" && |
104 cp RESULTS/${pipeline}_${reference_database_name}/Alpha_diversity/Alpha_diversity_boxplot/Categories_shannon/*.pdf $alpha_div_boxplots.files_path && | 125 cp RESULTS/${pipeline_name}_${reference_database_name}/Alpha_diversity/Alpha_diversity_boxplot/Categories_shannon/*.pdf $alpha_div_boxplots.files_path && |
105 #end if | 126 #end if |
106 | 127 |
107 ## Pipeline outputs (log files etc) | 128 ## Pipeline outputs (log files etc) |
108 mkdir $log_files.files_path && | 129 mkdir $log_files.files_path && |
109 cp Amplicon_analysis_pipeline.log $log_files.files_path && | 130 cp Amplicon_analysis_pipeline.log $log_files.files_path && |
159 label="Minimum length in bp to keep sequence after overlapping" | 180 label="Minimum length in bp to keep sequence after overlapping" |
160 help="Default is 200 (-L)" /> | 181 help="Default is 200 (-L)" /> |
161 <param type="integer" name="sliding_window_length" value="10" | 182 <param type="integer" name="sliding_window_length" value="10" |
162 label="Minimum length in bp to retain a read after trimming" | 183 label="Minimum length in bp to retain a read after trimming" |
163 help="Supplied to Sickle; default is 10 (-l)" /> | 184 help="Supplied to Sickle; default is 10 (-l)" /> |
164 <param type="select" name="pipeline" | 185 <conditional name="pipeline"> |
165 label="Pipeline to use for analysis"> | 186 <param type="select" name="pipeline_name" |
166 <option value="Vsearch" selected="true" >Vsearch</option> | 187 label="Pipeline to use for analysis"> |
167 <!-- | 188 <option value="Vsearch" selected="true" >Vsearch</option> |
168 Remove the QIIME and Uparse options for now | 189 <option value="DADA2">DADA2</option> |
169 <option value="QIIME">QIIME</option> | 190 </param> |
170 <option value="Uparse">Uparse</option> | 191 <when value="Vsearch"> |
171 --> | 192 <param type="select" name="reference_database" |
172 </param> | 193 label="Reference database"> |
173 <param type="select" name="reference_database" | 194 <option value="" selected="true">GreenGenes</option> |
174 label="Reference database"> | 195 <option value="-S">Silva</option> |
175 <option value="" selected="true">GreenGenes</option> | 196 <option value="-H">Human Oral Microbiome Database (HOMD)</option> |
176 <option value="-S">Silva</option> | 197 </param> |
177 <option value="-H">Human Oral Microbiome Database (HOMD)</option> | 198 </when> |
178 </param> | 199 <when value="DADA2"> |
200 </when> | |
201 </conditional> | |
179 </inputs> | 202 </inputs> |
180 <outputs> | 203 <outputs> |
181 <data format="tabular" name="metatable_mod" | 204 <data format="tabular" name="metatable_mod" |
182 label="${tool.name}:${title} Metatable_mod.txt" /> | 205 label="${tool.name}:${title} Metatable_mod.txt" /> |
183 <data format="tabular" name="read_counts_out" | 206 <data format="tabular" name="read_counts_out" |
184 label="${tool.name} (${pipeline}):${title} read counts" /> | 207 label="${tool.name} (${pipeline.pipeline_name}):${title} read counts"> |
208 <filter>pipeline['pipeline_name'] == 'Vsearch'</filter> | |
209 </data> | |
185 <data format="biom" name="tax_otu_table_biom_file" | 210 <data format="biom" name="tax_otu_table_biom_file" |
186 label="${tool.name} (${pipeline}):${title} tax OTU table (biom format)" /> | 211 label="${tool.name} (${pipeline.pipeline_name}):${title} tax OTU table (biom format)" /> |
187 <data format="tabular" name="otus_tre_file" | 212 <data format="tabular" name="otus_tre_file" |
188 label="${tool.name} (${pipeline}):${title} otus.tre" /> | 213 label="${tool.name} (${pipeline.pipeline_name}):${title} otus.tre" /> |
189 <data format="html" name="phylum_genus_dist_barcharts_html" | 214 <data format="html" name="phylum_genus_dist_barcharts_html" |
190 label="${tool.name} (${pipeline}):${title} phylum genus dist barcharts HTML" /> | 215 label="${tool.name} (${pipeline.pipeline_name}):${title} phylum genus dist barcharts HTML" /> |
191 <data format="tabular" name="otus_count_file" | 216 <data format="tabular" name="otus_count_file" |
192 label="${tool.name} (${pipeline}):${title} OTUs count file" /> | 217 label="${tool.name} (${pipeline.pipeline_name}):${title} OTUs count file" /> |
193 <data format="tabular" name="table_summary_file" | 218 <data format="tabular" name="table_summary_file" |
194 label="${tool.name} (${pipeline}):${title} table summary file" /> | 219 label="${tool.name} (${pipeline.pipeline_name}):${title} table summary file" /> |
195 <data format="fasta" name="dereplicated_nonchimera_otus_fasta" | 220 <data format="fasta" name="dereplicated_nonchimera_otus_fasta" |
196 label="${tool.name} (${pipeline}):${title} multiplexed linearized dereplicated mc2 repset nonchimeras OTUs FASTA" /> | 221 label="${tool.name} (${pipeline.pipeline_name}):${title} multiplexed linearized dereplicated mc2 repset nonchimeras OTUs FASTA" /> |
197 <data format="html" name="fastqc_quality_boxplots_html" | 222 <data format="html" name="fastqc_quality_boxplots_html" |
198 label="${tool.name} (${pipeline}):${title} FastQC per-base quality boxplots HTML" /> | 223 label="${tool.name} (${pipeline.pipeline_name}):${title} FastQC per-base quality boxplots HTML" /> |
199 <data format="html" name="heatmap_otu_table_html" | 224 <data format="pdf" name="heatmap_otu_table_pdf" |
200 label="${tool.name} (${pipeline}):${title} heatmap OTU table HTML" /> | 225 label="${tool.name} (${pipeline.pipeline_name}):${title} heatmap OTU table PDF" /> |
201 <data format="html" name="beta_div_even_weighted_2d_plots" | 226 <data format="html" name="beta_div_even_weighted_2d_plots" |
202 label="${tool.name} (${pipeline}):${title} beta diversity weighted 2D plots HTML" /> | 227 label="${tool.name} (${pipeline.pipeline_name}):${title} beta diversity weighted 2D plots HTML" /> |
203 <data format="html" name="beta_div_even_unweighted_2d_plots" | 228 <data format="html" name="beta_div_even_unweighted_2d_plots" |
204 label="${tool.name} (${pipeline}):${title} beta diversity unweighted 2D plots HTML" /> | 229 label="${tool.name} (${pipeline.pipeline_name}):${title} beta diversity unweighted 2D plots HTML" /> |
205 <data format="html" name="alpha_div_rarefaction_plots" | 230 <data format="html" name="alpha_div_rarefaction_plots" |
206 label="${tool.name} (${pipeline}):${title} alpha diversity rarefaction plots HTML" /> | 231 label="${tool.name} (${pipeline.pipeline_name}):${title} alpha diversity rarefaction plots HTML" /> |
232 <data format="html" name="dada2_error_rate_plots" | |
233 label="${tool.name} (${pipeline.pipeline_name}):${title} DADA2 error rate plots"> | |
234 <filter>pipeline['pipeline_name'] == 'DADA2'</filter> | |
235 </data> | |
207 <data format="html" name="alpha_div_boxplots" | 236 <data format="html" name="alpha_div_boxplots" |
208 label="${tool.name} (${pipeline}):${title} alpha diversity boxplots"> | 237 label="${tool.name} (${pipeline.pipeline_name}):${title} alpha diversity boxplots"> |
209 <filter>categories_file_in is not None</filter> | 238 <filter>categories_file_in is not None</filter> |
210 </data> | 239 </data> |
211 <data format="html" name="log_files" | 240 <data format="html" name="log_files" |
212 label="${tool.name} (${pipeline}):${title} log files" /> | 241 label="${tool.name} (${pipeline.pipeline_name}):${title} log files" /> |
213 </outputs> | 242 </outputs> |
214 <tests> | 243 <tests> |
215 </tests> | 244 </tests> |
216 <help><![CDATA[ | 245 <help><![CDATA[ |
217 | 246 |
393 minimum sequence length used by Pandaseq to keep a sequence after the | 422 minimum sequence length used by Pandaseq to keep a sequence after the |
394 overlapping. This depends on the expected amplicon length. Default is | 423 overlapping. This depends on the expected amplicon length. Default is |
395 380 (used for V3-V4 16S sequencing; expected length ~440bp) | 424 380 (used for V3-V4 16S sequencing; expected length ~440bp) |
396 | 425 |
397 * **Pipeline to use for analysis** Choose the pipeline to use for OTU | 426 * **Pipeline to use for analysis** Choose the pipeline to use for OTU |
398 clustering and chimera removal. The Galaxy tool currently supports | 427 clustering and chimera removal. The Galaxy tool supports the ``Vsearch`` |
399 ``Vsearch`` only. ``Uparse`` and ``QIIME`` are planned to be added | 428 and ``DADA2`` pipelines. |
400 shortly (the tools are already available for the stand-alone pipeline). | 429 |
401 | 430 * **Reference database** Choose between ``GreenGenes``, ``Silva`` or |
402 * **Reference database** Choose between ``GreenGenes`` and ``Silva`` | 431 ``HOMD`` (Human Oral Microbiome Database) for taxa assignment. |
403 databases for taxa assignment. | |
404 | 432 |
405 Click on **Execute** to start the analysis. | 433 Click on **Execute** to start the analysis. |
406 | 434 |
407 5. Results | 435 5. Results |
408 ********** | 436 ********** |
409 | 437 |
410 Results are entirely generated using QIIME scripts. The results will | 438 Results are entirely generated using QIIME scripts. The results will |
411 appear in the History panel when the analysis is completed | 439 appear in the History panel when the analysis is completed. |
412 | 440 |
413 * **Vsearch_tax_OTU_table (biom format)** The OTU table in BIOM format | 441 The following outputs are captured: |
414 (http://biom-format.org/) | 442 |
415 | 443 * **Vsearch_tax_OTU_table.biom|DADA2_tax_OTU_table.biom (biom format)** |
416 * **Vsearch_OTUs.tree** Phylogenetic tree constructed using | 444 The OTU table in BIOM format (http://biom-format.org/) |
417 ``make_phylogeny.py`` (fasttree) QIIME script | 445 |
418 (http://qiime.org/scripts/make_phylogeny.html) | 446 * **otus.tre** Phylogenetic tree constructed using ``make_phylogeny.py`` |
419 | 447 (fasttree) QIIME script (http://qiime.org/scripts/make_phylogeny.html) |
420 * **Vsearch_phylum_genus_dist_barcharts_HTML** HTML file with bar | 448 |
421 charts at Phylum, Genus and Species level | 449 * **Phylum_genus_dist_barcharts_HTML** HTML file with bar charts at |
450 Phylum, Genus and Species level | |
422 (http://qiime.org/scripts/summarize_taxa.html and | 451 (http://qiime.org/scripts/summarize_taxa.html and |
423 http://qiime.org/scripts/plot_taxa_summary.html) | 452 http://qiime.org/scripts/plot_taxa_summary.html) |
424 | 453 |
425 * **Vsearch_OTUs_count_file** Summary of OTU counts per sample | 454 * **OTUs_count_file** Summary of OTU counts per sample |
426 (http://biom-format.org/documentation/summarizing_biom_tables.html) | 455 (http://biom-format.org/documentation/summarizing_biom_tables.html) |
427 | 456 |
428 * **Vsearch_table_summary_file** Summary of sequences counts per sample | 457 * **Table_summary_file** Summary of sequences counts per sample |
429 (http://biom-format.org/documentation/summarizing_biom_tables.html) | 458 (http://biom-format.org/documentation/summarizing_biom_tables.html) |
430 | 459 |
431 * **Vsearch_multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_OTUs.fasta** | 460 * **multiplexed_linearized_dereplicated_mc2_repset_nonchimeras_OTUs.fasta|seqs.fa** |
432 Fasta file with OTU sequences | 461 Fasta file with OTU sequences (Vsearch|DADA2) |
433 | 462 |
434 * **Vsearch_heatmap_OTU_table_HTML** Interactive OTU heatmap | 463 * **Heatmap_PDF** OTU heatmap in PDF format |
435 (http://qiime.org/1.8.0/scripts/make_otu_heatmap_html.html ) | 464 (http://qiime.org/1.8.0/scripts/make_otu_heatmap_html.html ) |
436 | 465 |
437 * **Vsearch_beta_diversity_weighted_2D_plots_HTML** PCoA plots in HTML | 466 * **Vsearch_beta_diversity_weighted_2D_plots_HTML** PCoA plots in HTML |
438 format using weighted Unifrac distance measure. Samples are grouped | 467 format using weighted Unifrac distance measure. Samples are grouped |
439 by the column names present in the Metatable file. The samples are | 468 by the column names present in the Metatable file. The samples are |