Mercurial > repos > malex > secimtools
annotate blank_feature_filtering_flags.xml @ 2:caba07f41453 draft default tip
"planemo upload for repository https://github.com/secimTools/SECIMTools/tree/main/galaxy commit 498abad641099412df56f04ff6e144e4193bbc34-dirty"
author | malex |
---|---|
date | Thu, 10 Jun 2021 15:41:17 +0000 |
parents | 2e7d47c0b027 |
children |
rev | line source |
---|---|
1
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
1 <tool id="secimtools_blank_feature_filtering_flags" name="Blank Feature Filtering (BFF)" version="@WRAPPER_VERSION@"> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
2 <description> - Calculate LOD and flag features in non-blank samples below threshold.</description> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
3 <macros> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
4 <import>macros.xml</import> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
5 </macros> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
6 <expand macro="requirements" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
7 <command><![CDATA[ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
8 blank_feature_filtering_flags.py |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
9 --input $input |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
10 --design $design |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
11 --uniqID $uniqID |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
12 --group $group |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
13 --blank "$blank" |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
14 --bff $bff |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
15 --criteria $cv |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
16 --outflags $outflags |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
17 --outbff $outbff |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
18 ]]></command> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
19 <inputs> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
20 <param name="input" type="data" format="tabular" label="Wide Dataset" help="Input tab-separated wide format dataset. If not tab separated see TIP below."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
21 <param name="design" type="data" format="tabular" label="Design File" help="Design file, tab separated. Note: you need a 'sampleID' column. If not tab-separated, see TIP below."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
22 <param name="uniqID" type="text" size="30" value="" label="Unique Feature ID" help="Name of the column in your wide dataset that contains unique feature identifiers."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
23 <param name="group" type="text" size="30" value="" optional="true" label="Group/Treatment" help="Name of the column in your design file that contains classification information."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
24 <param name="blank" type="text" size="30" optional="true" label="Blank Name" help="Name given to the blank samples in your Group/Treatment column. Used to calculate baseline in filtering."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
25 <param name="bff" type="integer" size="30" value="5000" optional="true" label="BFF Threshold" help="Default value to use as the limit of detection."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
26 <param name="cv" type="integer" size="30" value="100" optional="true" label="Criterion Value" help="Number of times the signal in the samples shoud be stronger than the corresponding signal in the blanks."/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
27 </inputs> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
28 <outputs> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
29 <data format="tabular" name="outflags" label="${tool.name} on ${on_string}: Flags"/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
30 <data format="tabular" name="outbff" label="${tool.name} on ${on_string}: Value"/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
31 </outputs> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
32 <tests> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
33 <test> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
34 <param name="input" value="TEST0000_data.tsv"/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
35 <param name="design" value="TEST0000_design.tsv"/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
36 <param name="uniqID" value="rowID" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
37 <param name="group" value="group_combined" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
38 <param name="blank" value="blank" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
39 <param name="bff" value="5000" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
40 <param name="cv" value="100" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
41 <output name="outflags" file="TEST0000_blank_feature_filtering_flags_outflags.tsv" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
42 <output name="outbff" file="TEST0000_blank_feature_filtering_flags_outbff.tsv" /> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
43 </test> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
44 </tests> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
45 <help><![CDATA[ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
46 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
47 @TIP_AND_WARNING@ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
48 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
49 **Tool Description** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
50 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
51 **NOTE:** The tool is relevant for Liquid Chromatography Mass Spectroscopy (LC-MS) data analysis and removes “noise” from the data using values of features in the blank samples as a reference. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
52 The tool becomes relevant when the values of features in the experimental samples are not much larger than the values of the same features in the blank samples. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
53 The features with such a signal are treated as noise inherited by the sample due to the instrument and are flagged by the tool. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
54 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
55 The computed BFF Threshold for each feature is equal to ((3*Standard Deviation of the blank group) + (the average of the blank group)) and is calculated aross blank samples only. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
56 If, for a given feature, the computed BFF Threshold is less than or equal to 0, the user specified BFF Threshold overrides the computed BFF Threshold (default value for user specfied BFF Threshold is 5000). |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
57 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
58 The user specified BFF Threshold becomes relevant when the blank group contains a lot of zero values or is on log-transformed scale. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
59 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
60 A feature is flagged as below the detection limit for a given group if the ratio ((group mean – BFF Threshold) / BFF Threshold) is less than the Criterion Value (default 100) for the average within the group. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
61 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
62 ------------------------------------------------------------------------------------------ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
63 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
64 **Input** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
65 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
66 - Two input datasets are required. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
67 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
68 @WIDE@ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
69 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
70 **NOTE:** The sample IDs in the wide dataset must match the sample IDs in the Design File |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
71 (below). Extra columns will automatically be ignored. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
72 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
73 @METADATA@ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
74 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
75 @UNIQID@ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
76 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
77 @GROUP@ |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
78 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
79 **Blank Name** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
80 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
81 - Name given to the blanks samples in your Group/Treatment column. Used to calculate the computed BFF Threshold for filtering. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
82 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
83 **BFF Threshold** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
84 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
85 - User-specified BFF threshold to use as the limit of detection. The default value is 5000. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
86 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
87 **Criterion Value** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
88 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
89 - Number of times the signal in the experimental samples should be greater than the corresponding signal in the blanks. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
90 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
91 -------------------------------------------------------------------------------- |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
92 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
93 **Output** |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
94 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
95 This tool outputs two files: |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
96 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
97 (1) a TSV file with values that were compared to the Criterion Value and |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
98 (2) a TSV file containing flags for each feature. Flag values of one (1) correspond to features which failed to satisfy the BFF Threshold Criterion Value and are considered below the detection limit for the given group. |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
99 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
100 |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
101 ]]></help> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
102 <expand macro="citations"/> |
2e7d47c0b027
"planemo upload for repository https://malex@toolshed.g2.bx.psu.edu/repos/malex/secimtools"
malex
parents:
diff
changeset
|
103 </tool> |