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bio-la committed Feb 28, 2024
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18 changes: 11 additions & 7 deletions docs/yaml_docs/pipeline_clustering_yml.md
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Expand Up @@ -191,13 +191,16 @@ Prefix for the sample that comes out of the filtering/ preprocessing steps of th
Options include louvain or leiden.

## Parameters for finding marker genes
If pseudo_suerat is set to false then we run [scanpy](https://scanpy.readthedocs.io/en/stable/generated/scanpy.tl.rank_genes_groups.html).
When pseudo_seurat is set to true then a python implementation of Suerat runs (Seurat::FindMarkers written by CRG)

In this part of the analysis we define parameters to run marker analysis.
By default, pseudo_seurat is set to False, and we run [scanpy.tl.rank_genes_groups](https://scanpy.readthedocs.io/en/stable/generated/scanpy.tl.rank_genes_groups.html).
When pseudo_seurat is set to True then a [python implementation](https://github.com/DendrouLab/panpipes/blob/main/panpipes/python_scripts/run_find_markers_multi.py) of `Seurat:::FindMarkers` is run

- <span class="parameter">markerspecs:</span> <br>
- <span class="parameter">rna:</span><br>
- <span class="parameter">run </span> `Boolean`, Default: True<br>
- <span class="parameter">layer </span> `String`, Default: logged_counts<br>
Which layer stores counts for differential expression test.
- <span class="parameter">method </span> `String`, Default: t-test_overestim_var<br>
Options include: ‘logreg’, ‘t-test’, ‘wilcoxon’, ‘t-test_overestim_var’
- <span class="parameter">mincels </span> `Integer`, Default: t-10<br>
Expand All @@ -211,7 +214,7 @@ When pseudo_seurat is set to true then a python implementation of Suerat runs (S
- <span class="parameter">prot:</span><br>
- <span class="parameter">run </span> `Boolean`, Default: True<br>
- <span class="parameter">layer </span> `String`, Default: clr<br>
Can specify an array to compute in parallel: clr, dsb
Which layer stores counts for differential expression test.
- <span class="parameter">mincels </span> `Integer`, Default: t-10<br>
If the number of clusters contains less than the number of cells maker analysis is not necessary.
- <span class="parameter">method </span> `String`, Default: wilcoxon<br>
Expand All @@ -224,16 +227,17 @@ When pseudo_seurat is set to true then a python implementation of Suerat runs (S
- <span class="parameter">atac:</span><br>
- <span class="parameter">run </span> `Boolean`, Default: False<br>
- <span class="parameter">layer </span> `String`, Default: logged_counts<br>
Which layer stores counts for differential expression test.
Options include logged_counts, signac_norm , and logTF_norm,logIDF_norm
- <span class="parameter">mincels </span> `Integer`, Default: t-10<br>
If the number of clusters contains less than the number of cells maker analysis is not necessary.
- <span class="parameter">method </span> `String`, Default: wilcoxon<br>
Options include: ‘logreg’, ‘t-test’, ‘wilcoxon’, ‘t-test_overestim_var’
- <span class="parameter">pseudo_seurat </span> `Boolean`, Default: False<br>
- <span class="parameter">minpct </span> `Float`, Default: 0.1<br>
This parameter only matters if pseudo_seurat is set to True
This parameter is mandatory if pseudo_seurat is set to True
- <span class="parameter">threshuse </span> `Float`, Default: 0.25<br>
This parameter only matters if pseudo_seurat is set to True
This parameter is mandatory if pseudo_seurat is set to True


- <span class="parameter">multimodal:</span><br>
Expand All @@ -243,9 +247,9 @@ When pseudo_seurat is set to true then a python implementation of Suerat runs (S
Options include: ‘logreg’, ‘t-test’, ‘wilcoxon’, ‘t-test_overestim_var’
- <span class="parameter">pseudo_seurat </span> `Boolean`, Default: False<br>
- <span class="parameter">minpct </span> `Float`, Default: 0.1<br>
This parameter only matters if pseudo_seurat is set to True
This parameter is mandatory if pseudo_seurat is set to True
- <span class="parameter">threshuse </span> `Float`, Default: 0.25<br>
This parameter only matters if pseudo_seurat is set to True
This parameter is mandatory if pseudo_seurat is set to True


- <span class="parameter">spatial:</span><br>
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