關於 GraPhlAn 的孤獨自學

Shinamy發表於2019-05-22

最近需要用 GraPhlan 來繪製 taxo分類圖稍微研究了一下

一、簡介

官網: http://huttenhower.sph.harvard.edu/GraPhlAn

主要有兩個指令碼:

  graphlan_annotate.py:將原始檔案和註釋檔案合併的,作為 graphlan.py 的輸入檔案進行繪圖

  graphlan.py:根據輸入檔案繪圖

Options 分為 4 類(詳細選項可以見官網):

  Global tree options:樹的枝長等選項

  Graphical tree options:樹上的一些圖形選項

  Annotation options:對樹上物種的註釋選項

  Ring options:樹外環形圖的註釋選項

二、學習方法的尋找

我們伺服器有該軟體,所以無需安裝。軟體會有 examples 目錄,入門級可參考 examples/guide 目錄。於是我參考了該目錄的內容。

guide 目錄中:all.sh

 1 source /software/graphlan/activate.sh
 2 ##原始
 3 graphlan.py guide.txt step_0.png --dpi 300 --size 3.5
 4 ##加入線條資訊
 5 graphlan_annotate.py --annot annot_0.txt guide.txt guide_1.xml
 6 graphlan.py guide_1.xml step_1.png --dpi 300 --size 3.5
 7 ##加入影像資訊
 8 graphlan_annotate.py --annot annot_1.txt guide_1.xml guide_2.xml
 9 graphlan.py guide_2.xml step_2.png --dpi 300 --size 3.5
10 ##加入註釋資訊
11 graphlan_annotate.py --annot annot_2.txt guide_2.xml guide_3.xml
12 graphlan.py guide_3.xml step_3.png --dpi 300 --size 3.5
13 ##加入外環資訊
14 graphlan_annotate.py --annot annot_3.txt guide_3.xml guide_4.xml
15 graphlan.py guide_4.xml step_4.png --dpi 300 --size 3.5 --pad 0.0

 

三、對於 all.sh 的解讀 

以上內容得到結果如下圖:

 

1. 第三行

graphlan.py guide.txt step_0.png --dpi 300 --size 3.5

輸入檔案各分類水平以 "."  為分隔,用該檔案進行繪圖,得到一張沒有任何註釋的分類樹,見圖 a。輸入檔案為 guide.txt:

Bacillaceae.Anoxybacillus.Aflavithermus
Bacillaceae.Bacillus.Bamyloliquefaciens
Bacillaceae.Bacillus.Banthracis
Bacillaceae.Bacillus.Batrophaeus
Bacillaceae.Bacillus.Bcellulosilyticus
Bacillaceae.Bacillus.Bcereus
Bacillaceae.Bacillus.Bclausii
Bacillaceae.Bacillus.Bcoagulans
Bacillaceae.Bacillus.Bcoahuilensis
Bacillaceae.Bacillus.Bhalodurans
Bacillaceae.Bacillus.Blicheniformis
Bacillaceae.Bacillus.Bmegaterium
Bacillaceae.Bacillus.Bmycoides
Bacillaceae.Bacillus.Bpseudofirmus
Bacillaceae.Bacillus.Bpseudomycoides
Bacillaceae.Bacillus.Bpumilus
Bacillaceae.Bacillus.Bselenitireducens
Bacillaceae.Bacillus.Bsubtilis
Bacillaceae.Bacillus.Bthuringiensis
Bacillaceae.Bacillus.Bweihenstephanensis
Bacillaceae.Caldalkalibacillus.Cthermarum
Bacillaceae.Geobacillus.Gkaustophilus
Bacillaceae.Geobacillus.Gthermodenitrificans
Bacillaceae.Geobacillus.Gthermoglucosidasius
Bacillaceae.Lysinibacillus.Lfusiformis
Bacillaceae.Lysinibacillus.Lsphaericus
Bacillaceae.Oceanobacillus.Oiheyensis
Listeriaceae.Listeria.Lgrayi
Listeriaceae.Listeria.Linnocua
Listeriaceae.Listeria.Lmonocytogenes
Listeriaceae.Listeria.Lseeligeri
Listeriaceae.Listeria.Lwelshimeri
Paenibacillaceae.Brevibacillus.Bbrevis
Paenibacillaceae.Brevibacillus.Blaterosporus
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus
Paenibacillaceae.Paenibacillus.Plarvae
Paenibacillaceae.Paenibacillus.Pmucilaginosus
Paenibacillaceae.Paenibacillus.Ppolymyxa
Paenibacillaceae.Paenibacillus.Pvortex
Staphylococcaceae.Macrococcus.Mcaseolyticus
Staphylococcaceae.Staphylococcus.Saureus
Staphylococcaceae.Staphylococcus.Scapitis
Staphylococcaceae.Staphylococcus.Scaprae
Staphylococcaceae.Staphylococcus.Scarnosus
Staphylococcaceae.Staphylococcus.Sepidermidis
Staphylococcaceae.Staphylococcus.Shaemolyticus
Staphylococcaceae.Staphylococcus.Shominis
Staphylococcaceae.Staphylococcus.Slugdunensis
Staphylococcaceae.Staphylococcus.Spseudintermedius
Staphylococcaceae.Staphylococcus.Ssaprophyticus
Staphylococcaceae.Staphylococcus.Swarneri
guide.txt

2. 第五、六行

graphlan_annotate.py --annot annot_0.txt guide.txt guide_1.xml
graphlan.py guide_1.xml step_1.png --dpi 300 --size 3.5

 在原始輸入檔案的基礎上,加入 annot_0.txt ,然後進行繪圖,得到了樹圖的註釋,見圖 b。該檔案使用了 Global tree options,來設定樹圖的枝長、粗細等。

clade_separation        0.5
branch_thickness        1.5
branch_bracket_depth    0.8
branch_bracket_width    0.25
clade_marker_size       80
clade_marker_edge_color #555555
clade_marker_edge_width 1.2
annot_0.txt

3. 第八、九行

graphlan_annotate.py --annot annot_1.txt guide_1.xml guide_2.xml
graphlan.py guide_2.xml step_2.png --dpi 300 --size 3.5

 在以上的基礎上,加入 annot_1.txt,然後進行繪圖,得到圖 c。該檔案使用了 Graphical tree options,來設定樹圖中,枝的顏色、點的圖形顏色等。

Proteobacteria      clade_marker_color      b
Proteobacteria      clade_marker_size       80
Candidatus_Moranbacteria clade_marker_color      r
Candidatus_Moranbacteria clade_marker_size       125
Acidobacteria        clade_marker_color      b
Acidobacteria        clade_marker_size       120
Acidobacteria        clade_marker_shape      h
Chloroflexi        clade_marker_color      #20DD20
Plarvae clade_marker_color      #008000
Pmucilaginosus  clade_marker_color      #057005
Ppolymyxa       clade_marker_color      #009020
Pvortex clade_marker_color      #00AA00
Bacillaceae     clade_marker_shape      *
Bacillaceae     clade_marker_size       130
Bacillaceae     clade_marker_color      b
Bacteria    clade_marker_shape      *
Bacteria    clade_marker_size       130
Paenibacillaceae        clade_marker_shape      *
Paenibacillaceae        clade_marker_size       130
Paenibacillaceae        clade_marker_color      g
Staphylococcaceae       clade_marker_shape      *
Staphylococcaceae       clade_marker_size       130
Staphylococcaceae       clade_marker_color      r
Batrophaeus     clade_marker_size       12
Bcellulosilyticus       clade_marker_size       8
Bcereus clade_marker_size       3
Scarnosus       clade_marker_size       75
Plarvae clade_marker_size       89
Bpumilus        clade_marker_size       50
Bsubtilis       clade_marker_size       65
Bthuringiensis  clade_marker_size       10
Cthermarum      clade_marker_size       15
Bmegaterium     clade_marker_size       12
Lfusiformis     clade_marker_size       174
Oiheyensis      clade_marker_size       95
Scapitis        clade_marker_size       36
Shaemolyticus   clade_marker_size       64
Ppolymyxa       clade_marker_size       20
Pvortex clade_marker_size       19
Swarneri        clade_marker_size       33
Spseudintermedius       clade_marker_size       19
annot_1.txt

4. 第十一、十二行

graphlan_annotate.py --annot annot_2.txt guide_2.xml guide_3.xml
graphlan.py guide_3.xml step_3.png --dpi 300 --size 3.5

 在以上的基礎上,加入 annot_2.txt,然後進行繪圖,得到圖 d。該檔案使用了 Annotation options,來設定樹圖的註釋資訊。

Proteobacteria      clade_marker_color      b
Proteobacteria      clade_marker_size       80
Candidatus_Moranbacteria clade_marker_color      r
Candidatus_Moranbacteria clade_marker_size       125
Acidobacteria        clade_marker_color      b
Acidobacteria        clade_marker_size       120
Acidobacteria        clade_marker_shape      h
Chloroflexi        clade_marker_color      #20DD20
Plarvae clade_marker_color      #008000
Pmucilaginosus  clade_marker_color      #057005
Ppolymyxa       clade_marker_color      #009020
Pvortex clade_marker_color      #00AA00
Bacillaceae     clade_marker_shape      *
Bacillaceae     clade_marker_size       130
Bacillaceae     clade_marker_color      b
Bacteria    clade_marker_shape      *
Bacteria    clade_marker_size       130
Paenibacillaceae        clade_marker_shape      *
Paenibacillaceae        clade_marker_size       130
Paenibacillaceae        clade_marker_color      g
Staphylococcaceae       clade_marker_shape      *
Staphylococcaceae       clade_marker_size       130
Staphylococcaceae       clade_marker_color      r
Batrophaeus     clade_marker_size       12
Bcellulosilyticus       clade_marker_size       8
Bcereus clade_marker_size       3
Scarnosus       clade_marker_size       75
Plarvae clade_marker_size       89
Bpumilus        clade_marker_size       50
Bsubtilis       clade_marker_size       65
Bthuringiensis  clade_marker_size       10
Cthermarum      clade_marker_size       15
Bmegaterium     clade_marker_size       12
Lfusiformis     clade_marker_size       174
Oiheyensis      clade_marker_size       95
Scapitis        clade_marker_size       36
Shaemolyticus   clade_marker_size       64
Ppolymyxa       clade_marker_size       20
Pvortex clade_marker_size       19
Swarneri        clade_marker_size       33
Spseudintermedius       clade_marker_size       19
annot_2.txt

5. 第十四、十五行

graphlan_annotate.py --annot annot_3.txt guide_3.xml guide_4.xml
graphlan.py guide_4.xml step_4.png --dpi 300 --size 3.5 --pad 0.0

 在以上的技術上,加入 annot_3.txt,然後進行繪圖,得到圖 e。該檔案使用了 Ring options,來繪製樹外的環形圖。

ring_internal_separator_thickness    1    0.5
ring_internal_separator_thickness    2    1.0
ring_internal_separator_thickness    3    0.5
ring_internal_separator_thickness    4    0.5
ring_internal_separator_thickness    5    1.0
ring_width    1    0.5
ring_height    1    0.75
ring_width    5    0.5
Bacillaceae.Anoxybacillus.Aflavithermus    ring_shape    1    v
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_shape    1    v
Bacillaceae.Bacillus.Banthracis    ring_shape    1    ^
Bacillaceae.Bacillus.Batrophaeus    ring_shape    1    v
Bacillaceae.Bacillus.Bcellulosilyticus    ring_shape    1    ^
Bacillaceae.Bacillus.Bcereus    ring_shape    1    ^
Bacillaceae.Bacillus.Bclausii    ring_shape    1    ^
Bacillaceae.Bacillus.Bcoagulans    ring_shape    1    v
Bacillaceae.Bacillus.Bcoahuilensis    ring_shape    1    ^
Bacillaceae.Bacillus.Bhalodurans    ring_shape    1    v
Bacillaceae.Bacillus.Blicheniformis    ring_shape    1    ^
Bacillaceae.Bacillus.Bmegaterium    ring_shape    1    v
Bacillaceae.Bacillus.Bmycoides    ring_shape    1    v
Bacillaceae.Bacillus.Bpseudofirmus    ring_shape    1    ^
Bacillaceae.Bacillus.Bpseudomycoides    ring_shape    1    v
Bacillaceae.Bacillus.Bpumilus    ring_shape    1    v
Bacillaceae.Bacillus.Bselenitireducens    ring_shape    1    ^
Bacillaceae.Bacillus.Bsubtilis    ring_shape    1    v
Bacillaceae.Bacillus.Bthuringiensis    ring_shape    1    ^
Bacillaceae.Bacillus.Bweihenstephanensis    ring_shape    1    ^
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_shape    1    ^
Bacillaceae.Geobacillus.Gkaustophilus    ring_shape    1    v
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_shape    1    ^
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_shape    1    v
Bacillaceae.Lysinibacillus.Lfusiformis    ring_shape    1    v
Bacillaceae.Lysinibacillus.Lsphaericus    ring_shape    1    ^
Bacillaceae.Oceanobacillus.Oiheyensis    ring_shape    1    v
Listeriaceae.Listeria.Lgrayi    ring_shape    1    v
Listeriaceae.Listeria.Linnocua    ring_shape    1    ^
Listeriaceae.Listeria.Lmonocytogenes    ring_shape    1    ^
Listeriaceae.Listeria.Lseeligeri    ring_shape    1    v
Listeriaceae.Listeria.Lwelshimeri    ring_shape    1    ^
Paenibacillaceae.Brevibacillus.Bbrevis    ring_shape    1    v
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_shape    1    ^
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_shape    1    v
Paenibacillaceae.Paenibacillus.Plarvae    ring_shape    1    v
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_shape    1    v
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_shape    1    v
Paenibacillaceae.Paenibacillus.Pvortex    ring_shape    1    ^
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Saureus    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Scapitis    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Scaprae    ring_shape    1    v
Staphylococcaceae.Staphylococcus.Scarnosus    ring_shape    1    v
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_shape    1    v
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Shominis    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_shape    1    v
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_shape    1    ^
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_shape    1    v
Staphylococcaceae.Staphylococcus.Swarneri    ring_shape    1    ^
Bacillaceae.Anoxybacillus.Aflavithermus    ring_alpha    2    0.423462136478
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_alpha    2    0.328914114867
Bacillaceae.Bacillus.Banthracis    ring_alpha    2    0.699584495953
Bacillaceae.Bacillus.Batrophaeus    ring_alpha    2    0.914291471541
Bacillaceae.Bacillus.Bcellulosilyticus    ring_alpha    2    0.777833777684
Bacillaceae.Bacillus.Bcereus    ring_alpha    2    0.594773291359
Bacillaceae.Bacillus.Bclausii    ring_alpha    2    0.444201154337
Bacillaceae.Bacillus.Bcoagulans    ring_alpha    2    0.85140222384
Bacillaceae.Bacillus.Bcoahuilensis    ring_alpha    2    0.445070000889
Bacillaceae.Bacillus.Bhalodurans    ring_alpha    2    0.436455399115
Bacillaceae.Bacillus.Blicheniformis    ring_alpha    2    0.570138625829
Bacillaceae.Bacillus.Bmegaterium    ring_alpha    2    0.331044708077
Bacillaceae.Bacillus.Bmycoides    ring_alpha    2    0.134087953967
Bacillaceae.Bacillus.Bpseudofirmus    ring_alpha    2    0.959809786409
Bacillaceae.Bacillus.Bpseudomycoides    ring_alpha    2    0.322425841569
Bacillaceae.Bacillus.Bpumilus    ring_alpha    2    0.6310797781
Bacillaceae.Bacillus.Bselenitireducens    ring_alpha    2    0.0999247790029
Bacillaceae.Bacillus.Bsubtilis    ring_alpha    2    0.0291140916975
Bacillaceae.Bacillus.Bthuringiensis    ring_alpha    2    0.291201092034
Bacillaceae.Bacillus.Bweihenstephanensis    ring_alpha    2    0.298583691605
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_alpha    2    0.0534558636274
Bacillaceae.Geobacillus.Gkaustophilus    ring_alpha    2    0.0878700889869
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_alpha    2    0.914114387261
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_alpha    2    0.161880353101
Bacillaceae.Lysinibacillus.Lfusiformis    ring_alpha    2    0.730306130149
Bacillaceae.Lysinibacillus.Lsphaericus    ring_alpha    2    0.334890327634
Bacillaceae.Oceanobacillus.Oiheyensis    ring_alpha    2    0.218075337012
Listeriaceae.Listeria.Lgrayi    ring_alpha    2    0.447942203556
Listeriaceae.Listeria.Linnocua    ring_alpha    2    0.143522097769
Listeriaceae.Listeria.Lmonocytogenes    ring_alpha    2    0.324901346814
Listeriaceae.Listeria.Lseeligeri    ring_alpha    2    0.721461557745
Listeriaceae.Listeria.Lwelshimeri    ring_alpha    2    0.603871257827
Paenibacillaceae.Brevibacillus.Bbrevis    ring_alpha    2    0.536829482998
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_alpha    2    0.75932144025
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_alpha    2    0.904283082241
Paenibacillaceae.Paenibacillus.Plarvae    ring_alpha    2    0.253696705619
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_alpha    2    0.820910759872
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_alpha    2    0.783643352935
Paenibacillaceae.Paenibacillus.Pvortex    ring_alpha    2    0.781101978268
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_alpha    2    0.597634927522
Staphylococcaceae.Staphylococcus.Saureus    ring_alpha    2    0.639595480173
Staphylococcaceae.Staphylococcus.Scapitis    ring_alpha    2    0.326481586152
Staphylococcaceae.Staphylococcus.Scaprae    ring_alpha    2    0.48661102115
Staphylococcaceae.Staphylococcus.Scarnosus    ring_alpha    2    0.757163548806
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_alpha    2    0.899268566505
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_alpha    2    0.895335711479
Staphylococcaceae.Staphylococcus.Shominis    ring_alpha    2    0.272427614396
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_alpha    2    0.710528488721
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_alpha    2    0.24185085998
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_alpha    2    0.0895481129751
Staphylococcaceae.Staphylococcus.Swarneri    ring_alpha    2    0.00539683704551
Bacillaceae.Anoxybacillus.Aflavithermus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Banthracis    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Batrophaeus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bcellulosilyticus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bcereus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bclausii    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bcoagulans    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bcoahuilensis    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bhalodurans    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Blicheniformis    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bmegaterium    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bmycoides    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bpseudofirmus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bpseudomycoides    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bpumilus    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bselenitireducens    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bsubtilis    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bthuringiensis    ring_color    2    #AAAA00
Bacillaceae.Bacillus.Bweihenstephanensis    ring_color    2    #AAAA00
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_color    2    #AAAA00
Bacillaceae.Geobacillus.Gkaustophilus    ring_color    2    #AAAA00
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_color    2    #AAAA00
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_color    2    #AAAA00
Bacillaceae.Lysinibacillus.Lfusiformis    ring_color    2    #AAAA00
Bacillaceae.Lysinibacillus.Lsphaericus    ring_color    2    #AAAA00
Bacillaceae.Oceanobacillus.Oiheyensis    ring_color    2    #AAAA00
Listeriaceae.Listeria.Lgrayi    ring_color    2    #AAAA00
Listeriaceae.Listeria.Linnocua    ring_color    2    #AAAA00
Listeriaceae.Listeria.Lmonocytogenes    ring_color    2    #AAAA00
Listeriaceae.Listeria.Lseeligeri    ring_color    2    #AAAA00
Listeriaceae.Listeria.Lwelshimeri    ring_color    2    #AAAA00
Paenibacillaceae.Brevibacillus.Bbrevis    ring_color    2    #AAAA00
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_color    2    #AAAA00
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_color    2    #AAAA00
Paenibacillaceae.Paenibacillus.Plarvae    ring_color    2    #AAAA00
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_color    2    #AAAA00
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_color    2    #AAAA00
Paenibacillaceae.Paenibacillus.Pvortex    ring_color    2    #AAAA00
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Saureus    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Scapitis    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Scaprae    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Scarnosus    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Shominis    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_color    2    #AAAA00
Staphylococcaceae.Staphylococcus.Swarneri    ring_color    2    #AAAA00
Bacillaceae.Anoxybacillus.Aflavithermus    ring_alpha    3    0.486328798075
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_alpha    3    0.902536860011
Bacillaceae.Bacillus.Banthracis    ring_alpha    3    0.540967223446
Bacillaceae.Bacillus.Batrophaeus    ring_alpha    3    0.514745187899
Bacillaceae.Bacillus.Bcellulosilyticus    ring_alpha    3    0.808744341053
Bacillaceae.Bacillus.Bcereus    ring_alpha    3    0.174551783411
Bacillaceae.Bacillus.Bclausii    ring_alpha    3    0.355096857237
Bacillaceae.Bacillus.Bcoagulans    ring_alpha    3    0.30812498305
Bacillaceae.Bacillus.Bcoahuilensis    ring_alpha    3    0.899878301907
Bacillaceae.Bacillus.Bhalodurans    ring_alpha    3    0.135096627341
Bacillaceae.Bacillus.Blicheniformis    ring_alpha    3    0.114946401925
Bacillaceae.Bacillus.Bmegaterium    ring_alpha    3    0.112857448
Bacillaceae.Bacillus.Bmycoides    ring_alpha    3    0.216895687759
Bacillaceae.Bacillus.Bpseudofirmus    ring_alpha    3    0.728546119267
Bacillaceae.Bacillus.Bpseudomycoides    ring_alpha    3    0.862047963812
Bacillaceae.Bacillus.Bpumilus    ring_alpha    3    0.285139149368
Bacillaceae.Bacillus.Bselenitireducens    ring_alpha    3    0.809501074306
Bacillaceae.Bacillus.Bsubtilis    ring_alpha    3    0.261975858288
Bacillaceae.Bacillus.Bthuringiensis    ring_alpha    3    0.887622203873
Bacillaceae.Bacillus.Bweihenstephanensis    ring_alpha    3    0.964470847643
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_alpha    3    0.00503110917306
Bacillaceae.Geobacillus.Gkaustophilus    ring_alpha    3    0.255498806201
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_alpha    3    0.617424889313
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_alpha    3    0.378606726256
Bacillaceae.Lysinibacillus.Lfusiformis    ring_alpha    3    0.997919879844
Bacillaceae.Lysinibacillus.Lsphaericus    ring_alpha    3    0.707008809187
Bacillaceae.Oceanobacillus.Oiheyensis    ring_alpha    3    0.479214513601
Listeriaceae.Listeria.Lgrayi    ring_alpha    3    0.204916577728
Listeriaceae.Listeria.Linnocua    ring_alpha    3    0.622910173385
Listeriaceae.Listeria.Lmonocytogenes    ring_alpha    3    0.952569768174
Listeriaceae.Listeria.Lseeligeri    ring_alpha    3    0.354875635794
Listeriaceae.Listeria.Lwelshimeri    ring_alpha    3    0.692837888937
Paenibacillaceae.Brevibacillus.Bbrevis    ring_alpha    3    0.580492537793
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_alpha    3    0.67891660613
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_alpha    3    0.0180110682393
Paenibacillaceae.Paenibacillus.Plarvae    ring_alpha    3    0.953608677163
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_alpha    3    0.358675673023
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_alpha    3    0.486438688396
Paenibacillaceae.Paenibacillus.Pvortex    ring_alpha    3    0.186068756014
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_alpha    3    0.725693055143
Staphylococcaceae.Staphylococcus.Saureus    ring_alpha    3    0.374342186447
Staphylococcaceae.Staphylococcus.Scapitis    ring_alpha    3    0.510175055083
Staphylococcaceae.Staphylococcus.Scaprae    ring_alpha    3    0.948314742048
Staphylococcaceae.Staphylococcus.Scarnosus    ring_alpha    3    0.935701022727
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_alpha    3    0.0938645581046
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_alpha    3    0.728085338534
Staphylococcaceae.Staphylococcus.Shominis    ring_alpha    3    0.741611869641
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_alpha    3    0.969166259753
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_alpha    3    0.437648811318
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_alpha    3    0.781992078475
Staphylococcaceae.Staphylococcus.Swarneri    ring_alpha    3    0.867129362962
Bacillaceae.Anoxybacillus.Aflavithermus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Banthracis    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Batrophaeus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bcellulosilyticus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bcereus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bclausii    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bcoagulans    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bcoahuilensis    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bhalodurans    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Blicheniformis    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bmegaterium    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bmycoides    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bpseudofirmus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bpseudomycoides    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bpumilus    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bselenitireducens    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bsubtilis    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bthuringiensis    ring_color    3    #AA00AA
Bacillaceae.Bacillus.Bweihenstephanensis    ring_color    3    #AA00AA
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_color    3    #AA00AA
Bacillaceae.Geobacillus.Gkaustophilus    ring_color    3    #AA00AA
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_color    3    #AA00AA
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_color    3    #AA00AA
Bacillaceae.Lysinibacillus.Lfusiformis    ring_color    3    #AA00AA
Bacillaceae.Lysinibacillus.Lsphaericus    ring_color    3    #AA00AA
Bacillaceae.Oceanobacillus.Oiheyensis    ring_color    3    #AA00AA
Listeriaceae.Listeria.Lgrayi    ring_color    3    #AA00AA
Listeriaceae.Listeria.Linnocua    ring_color    3    #AA00AA
Listeriaceae.Listeria.Lmonocytogenes    ring_color    3    #AA00AA
Listeriaceae.Listeria.Lseeligeri    ring_color    3    #AA00AA
Listeriaceae.Listeria.Lwelshimeri    ring_color    3    #AA00AA
Paenibacillaceae.Brevibacillus.Bbrevis    ring_color    3    #AA00AA
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_color    3    #AA00AA
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_color    3    #AA00AA
Paenibacillaceae.Paenibacillus.Plarvae    ring_color    3    #AA00AA
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_color    3    #AA00AA
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_color    3    #AA00AA
Paenibacillaceae.Paenibacillus.Pvortex    ring_color    3    #AA00AA
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Saureus    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Scapitis    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Scaprae    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Scarnosus    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Shominis    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_color    3    #AA00AA
Staphylococcaceae.Staphylococcus.Swarneri    ring_color    3    #AA00AA
Bacillaceae.Anoxybacillus.Aflavithermus    ring_alpha    4    0.0164337819514
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_alpha    4    0.961779754562
Bacillaceae.Bacillus.Banthracis    ring_alpha    4    0.0911294036676
Bacillaceae.Bacillus.Batrophaeus    ring_alpha    4    0.214683813052
Bacillaceae.Bacillus.Bcellulosilyticus    ring_alpha    4    0.1835464929
Bacillaceae.Bacillus.Bcereus    ring_alpha    4    0.649839771735
Bacillaceae.Bacillus.Bclausii    ring_alpha    4    0.508572486958
Bacillaceae.Bacillus.Bcoagulans    ring_alpha    4    0.54485221387
Bacillaceae.Bacillus.Bcoahuilensis    ring_alpha    4    0.011849863671
Bacillaceae.Bacillus.Bhalodurans    ring_alpha    4    0.494163373827
Bacillaceae.Bacillus.Blicheniformis    ring_alpha    4    0.0037027183784
Bacillaceae.Bacillus.Bmegaterium    ring_alpha    4    0.944619736609
Bacillaceae.Bacillus.Bmycoides    ring_alpha    4    0.740793384052
Bacillaceae.Bacillus.Bpseudofirmus    ring_alpha    4    0.679054870785
Bacillaceae.Bacillus.Bpseudomycoides    ring_alpha    4    0.65485119746
Bacillaceae.Bacillus.Bpumilus    ring_alpha    4    0.696989248748
Bacillaceae.Bacillus.Bselenitireducens    ring_alpha    4    0.250910763296
Bacillaceae.Bacillus.Bsubtilis    ring_alpha    4    0.603110791976
Bacillaceae.Bacillus.Bthuringiensis    ring_alpha    4    0.768995251147
Bacillaceae.Bacillus.Bweihenstephanensis    ring_alpha    4    0.382492089443
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_alpha    4    0.202515841523
Bacillaceae.Geobacillus.Gkaustophilus    ring_alpha    4    0.604966298977
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_alpha    4    0.271415944271
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_alpha    4    0.729366061868
Bacillaceae.Lysinibacillus.Lfusiformis    ring_alpha    4    0.281874921267
Bacillaceae.Lysinibacillus.Lsphaericus    ring_alpha    4    0.986149233417
Bacillaceae.Oceanobacillus.Oiheyensis    ring_alpha    4    0.0868426043474
Listeriaceae.Listeria.Lgrayi    ring_alpha    4    0.581618564755
Listeriaceae.Listeria.Linnocua    ring_alpha    4    0.587717564353
Listeriaceae.Listeria.Lmonocytogenes    ring_alpha    4    0.520464993313
Listeriaceae.Listeria.Lseeligeri    ring_alpha    4    0.689907782867
Listeriaceae.Listeria.Lwelshimeri    ring_alpha    4    0.432283970377
Paenibacillaceae.Brevibacillus.Bbrevis    ring_alpha    4    0.713859589198
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_alpha    4    0.91882698904
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_alpha    4    0.0448745597998
Paenibacillaceae.Paenibacillus.Plarvae    ring_alpha    4    0.702703981052
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_alpha    4    0.365023286887
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_alpha    4    0.73860888919
Paenibacillaceae.Paenibacillus.Pvortex    ring_alpha    4    0.905904555893
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_alpha    4    0.252754272893
Staphylococcaceae.Staphylococcus.Saureus    ring_alpha    4    0.483919418674
Staphylococcaceae.Staphylococcus.Scapitis    ring_alpha    4    0.652801998863
Staphylococcaceae.Staphylococcus.Scaprae    ring_alpha    4    0.726258452089
Staphylococcaceae.Staphylococcus.Scarnosus    ring_alpha    4    0.833070576852
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_alpha    4    0.645235993575
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_alpha    4    0.470807178843
Staphylococcaceae.Staphylococcus.Shominis    ring_alpha    4    0.777865349824
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_alpha    4    0.00619809441301
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_alpha    4    0.652324807659
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_alpha    4    0.580610729368
Staphylococcaceae.Staphylococcus.Swarneri    ring_alpha    4    0.243468671906
Bacillaceae.Anoxybacillus.Aflavithermus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Banthracis    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Batrophaeus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bcellulosilyticus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bcereus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bclausii    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bcoagulans    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bcoahuilensis    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bhalodurans    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Blicheniformis    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bmegaterium    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bmycoides    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bpseudofirmus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bpseudomycoides    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bpumilus    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bselenitireducens    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bsubtilis    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bthuringiensis    ring_color    4    #00AAAA
Bacillaceae.Bacillus.Bweihenstephanensis    ring_color    4    #00AAAA
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_color    4    #00AAAA
Bacillaceae.Geobacillus.Gkaustophilus    ring_color    4    #00AAAA
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_color    4    #00AAAA
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_color    4    #00AAAA
Bacillaceae.Lysinibacillus.Lfusiformis    ring_color    4    #00AAAA
Bacillaceae.Lysinibacillus.Lsphaericus    ring_color    4    #00AAAA
Bacillaceae.Oceanobacillus.Oiheyensis    ring_color    4    #00AAAA
Listeriaceae.Listeria.Lgrayi    ring_color    4    #00AAAA
Listeriaceae.Listeria.Linnocua    ring_color    4    #00AAAA
Listeriaceae.Listeria.Lmonocytogenes    ring_color    4    #00AAAA
Listeriaceae.Listeria.Lseeligeri    ring_color    4    #00AAAA
Listeriaceae.Listeria.Lwelshimeri    ring_color    4    #00AAAA
Paenibacillaceae.Brevibacillus.Bbrevis    ring_color    4    #00AAAA
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_color    4    #00AAAA
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_color    4    #00AAAA
Paenibacillaceae.Paenibacillus.Plarvae    ring_color    4    #00AAAA
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_color    4    #00AAAA
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_color    4    #00AAAA
Paenibacillaceae.Paenibacillus.Pvortex    ring_color    4    #00AAAA
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Saureus    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Scapitis    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Scaprae    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Scarnosus    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Shominis    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_color    4    #00AAAA
Staphylococcaceae.Staphylococcus.Swarneri    ring_color    4    #00AAAA
Bacillaceae.Anoxybacillus.Aflavithermus    ring_height    5    2.48900854747
Bacillaceae.Bacillus.Bamyloliquefaciens    ring_height    5    2.5569451352
Bacillaceae.Bacillus.Banthracis    ring_height    5    1.4616581923
Bacillaceae.Bacillus.Batrophaeus    ring_height    5    1.5214251868
Bacillaceae.Bacillus.Bcellulosilyticus    ring_height    5    0.275406475474
Bacillaceae.Bacillus.Bcereus    ring_height    5    3.96420929693
Bacillaceae.Bacillus.Bclausii    ring_height    5    0.36682224696
Bacillaceae.Bacillus.Bcoagulans    ring_height    5    3.11304018594
Bacillaceae.Bacillus.Bcoahuilensis    ring_height    5    3.17186920433
Bacillaceae.Bacillus.Bhalodurans    ring_height    5    1.03261323231
Bacillaceae.Bacillus.Blicheniformis    ring_height    5    2.84479580061
Bacillaceae.Bacillus.Bmegaterium    ring_height    5    1.97722308257
Bacillaceae.Bacillus.Bmycoides    ring_height    5    2.66122684072
Bacillaceae.Bacillus.Bpseudofirmus    ring_height    5    1.43290815777
Bacillaceae.Bacillus.Bpseudomycoides    ring_height    5    1.11687288226
Bacillaceae.Bacillus.Bpumilus    ring_height    5    1.08510776094
Bacillaceae.Bacillus.Bselenitireducens    ring_height    5    2.77859614711
Bacillaceae.Bacillus.Bsubtilis    ring_height    5    0.554574632132
Bacillaceae.Bacillus.Bthuringiensis    ring_height    5    1.57378483828
Bacillaceae.Bacillus.Bweihenstephanensis    ring_height    5    2.70028276238
Bacillaceae.Caldalkalibacillus.Cthermarum    ring_height    5    1.86166458022
Bacillaceae.Geobacillus.Gkaustophilus    ring_height    5    0.0242900869783
Bacillaceae.Geobacillus.Gthermodenitrificans    ring_height    5    3.07841560635
Bacillaceae.Geobacillus.Gthermoglucosidasius    ring_height    5    3.46510209264
Bacillaceae.Lysinibacillus.Lfusiformis    ring_height    5    1.35283141925
Bacillaceae.Lysinibacillus.Lsphaericus    ring_height    5    3.92974800987
Bacillaceae.Oceanobacillus.Oiheyensis    ring_height    5    2.28533114154
Listeriaceae.Listeria.Lgrayi    ring_height    5    0.818507572602
Listeriaceae.Listeria.Linnocua    ring_height    5    0.800083345466
Listeriaceae.Listeria.Lmonocytogenes    ring_height    5    0.978937868742
Listeriaceae.Listeria.Lseeligeri    ring_height    5    0.892990893608
Listeriaceae.Listeria.Lwelshimeri    ring_height    5    2.52510303764
Paenibacillaceae.Brevibacillus.Bbrevis    ring_height    5    1.94634642846
Paenibacillaceae.Brevibacillus.Blaterosporus    ring_height    5    2.53149220001
Paenibacillaceae.Paenibacillus.Pcurdlanolyticus    ring_height    5    0.617175345723
Paenibacillaceae.Paenibacillus.Plarvae    ring_height    5    1.49321243619
Paenibacillaceae.Paenibacillus.Pmucilaginosus    ring_height    5    0.0817469468168
Paenibacillaceae.Paenibacillus.Ppolymyxa    ring_height    5    3.26055825675
Paenibacillaceae.Paenibacillus.Pvortex    ring_height    5    2.50175369758
Staphylococcaceae.Macrococcus.Mcaseolyticus    ring_height    5    2.6642090736
Staphylococcaceae.Staphylococcus.Saureus    ring_height    5    1.21391731853
Staphylococcaceae.Staphylococcus.Scapitis    ring_height    5    0.92038173113
Staphylococcaceae.Staphylococcus.Scaprae    ring_height    5    3.22193378354
Staphylococcaceae.Staphylococcus.Scarnosus    ring_height    5    2.59751672494
Staphylococcaceae.Staphylococcus.Sepidermidis    ring_height    5    0.365700208191
Staphylococcaceae.Staphylococcus.Shaemolyticus    ring_height    5    1.34748130999
Staphylococcaceae.Staphylococcus.Shominis    ring_height    5    0.0961524114391
Staphylococcaceae.Staphylococcus.Slugdunensis    ring_height    5    2.02393979902
Staphylococcaceae.Staphylococcus.Spseudintermedius    ring_height    5    1.94654560527
Staphylococcaceae.Staphylococcus.Ssaprophyticus    ring_height    5    2.75289926136
Staphylococcaceae.Staphylococcus.Swarneri    ring_height    5    2.39465498028


Bacillaceae.Bacillus.Bsubtilis    clade_marker_label    65
Staphylococcaceae.Staphylococcus.Saureus    clade_marker_label    17
Bacillaceae.Bacillus.Banthracis    clade_marker_label    x    
Bacillaceae.Bacillus.Banthracis    clade_marker_font_color    w
Bacillaceae.Bacillus.Banthracis    clade_marker_edge_color    b
Bacillaceae.Lysinibacillus.Lfusiformis    clade_marker_label    156
Bacillaceae.Lysinibacillus.Lfusiformis    clade_marker_edge_color    b
Bacillaceae.Oceanobacillus.Oiheyensis    clade_marker_label    18
Bacillaceae.Oceanobacillus.Oiheyensis    clade_marker_color    k
Bacillaceae.Oceanobacillus.Oiheyensis    clade_marker_font_color    w
annot_3.txt

 

四、輸入檔案的處理

經過以上學習,已經大致瞭解了 GraPhlan 圖的構成,以及 options 的內容。但是,一直有一個疑惑盤臥於心:如果資料量小,我可以手動寫入註釋檔案,那如果資料量很大呢?要知道 Meta 註釋的結果可能上萬呀!經過各種檢索,最後終於在 bitbucket 中找到了一個指令碼 export2graphlan.py。可以根據物種樣本丰度矩陣,來生成對應的 tree.txt 和 annot.txt(tree.txt 即上文中的 guide.txt)

網址:https://bitbucket.org/CibioCM/export2graphlan/src/default/

由於還沒仔細研究這個指令碼,我就在這裡簡單的舉個例子,以最近分析的一個 Meta 結果為輸入檔案:(這裡我是用的是“管道符”作為分隔符,沒有使用“點”,也是可以的。)

ID    SRS014459-Stool_profile    SRS014464-Anterior_nares_profile    SRS014470-Tongue_dorsum_profile    SRS014472-Buccal_mucosa_profile
#SampleID     TKS    TMS    PTS    KTS
k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Pseudomonadales|f__Pseudomonadaceae|g__Pseudomonas|s__Pseudomonas aeruginosa    0    0    2.218786516    20.10325925
k__Bacteria|p__Candidatus Moranbacteria|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Candidatus Moranbacteria bacterium RBG_13_45_13    0    0    0    7.310276093
k__Bacteria    0    0    0    9.278427348
k__Bacteria|p__Acidobacteria|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified    0    0    0    7.389306104
k__Bacteria|p__Chloroflexi    0    0    0    13.67021629
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfobacterales|f__Desulfobacteraceae|g__Desulfococcus|s__Desulfococcus multivorans    0    0    0    5.960850128
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__Actinobacteria bacterium    0    0    0    7.53872222
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Cohaesibacteraceae|g__Cohaesibacter    0    0    0    11.39184691
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodobacterales|f__Rhodobacteraceae|g__Pseudoruegeria|s__Pseudoruegeria lutimaris    0    0    0    7.16969386
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfobacterales|f__Desulfobacteraceae|g__Unclassified|s__Desulfobacteraceae bacterium    0    0    0    14.23980864
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium RBG_16_70_13    0    0    0    13.14443874
k__Bacteria|p__Chloroflexi|c__Anaerolineae    0    13.68106333    2.112284763    8.202129776
k__Bacteria|p__Acidobacteria|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Acidobacteria bacterium    0    0    0    29.01696855
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Rhizobiaceae|g__Rhizobium|s__Rhizobium etli    0    0    0    12.84794764
k__Bacteria|p__Unclassified|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__bacterium HR39    0.724322421    0    0    10.29383757
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Caulobacterales|f__Caulobacteraceae    0    0    0    5.759922595
k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria    0    0    0    14.54278329
k__Bacteria|p__Ignavibacteriae|c__Ignavibacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__Ignavibacteria bacterium RBG_13_36_8    0    0    0    10.05162963
k__Unclassified|p__Unclassified|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__uncultured prokaryote    0    0    0    9.685375916
k__Bacteria|p__Bacteroidetes|c__Bacteroidia|o__Marinilabiliales|f__Prolixibacteraceae|g__Draconibacterium    0    0    0    10.88393017
k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__SAR86 cluster bacterium    0    0    0    8.946476632
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Unclassified|g__Methyloceanibacter|s__Methyloceanibacter marginalis    0    0    0    9.764440209
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Micrococcales|f__Cellulomonadaceae    1.748909409    0    3.840517751    16.15571016
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales    0    0    0    12.65760768
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Syntrophobacterales|f__Unclassified|g__Unclassified|s__Syntrophobacterales bacterium RBG_19FT_COMBO_59_10    0    0    0    12.89643047
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Propionibacteriales|f__Nocardioidaceae|g__Nocardioides    0    0    0    13.22924157
k__Bacteria|p__Actinobacteria|c__Acidimicrobiia|o__Acidimicrobiales|f__Ilumatobacteraceae    0    0    0    8.175966682
k__Bacteria|p__Actinobacteria|c__Thermoleophilia|o__Solirubrobacterales|f__Patulibacteraceae|g__Patulibacter|s__Patulibacter minatonensis    0    0    0    8.41762087
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium    0    0    0    12.2853251
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium RBG_16_52_11    0    0    0    11.90192961
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodospirillales|f__Rhodospirillaceae    0    0    0    9.526283131
k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Lysobacter    0    0    0    8.543885183
k__Bacteria|p__Proteobacteria|c__Gammaproteobacteria|o__Xanthomonadales|f__Xanthomonadaceae|g__Lysobacter|s__Lysobacter maris    1.466311242    0    0    8.33549774
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Streptosporangiales|f__Thermomonosporaceae|g__Thermomonospora|s__Thermomonospora curvata    0    0    0    34.67083842
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Streptosporangiales|f__Streptosporangiaceae|g__Thermoactinospora|s__Thermoactinospora rubra    0    0    0    20.59686607
k__Bacteria|p__Acidobacteria|c__Solibacteres|o__Solibacterales|f__Solibacteraceae|g__Candidatus Solibacter|s__Candidatus Solibacter usitatus    0    0    0    25.93679431
k__Bacteria|p__Unclassified|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__bacterium    0    0    2.490901843    4.836161424
k__Bacteria|p__Acidobacteria|c__Solibacteres|o__Solibacterales|f__Solibacteraceae|g__Candidatus Sulfopaludibacter|s__Candidatus Sulfopaludibacter sp. SbA3    0    0    0    21.90739791
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium RBG_16_69_14    0.81516964    2.318824293    0    8.109450343
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium CSP1-4    0    0    0    8.67399511
k__Bacteria|p__Proteobacteria|c__Candidatus Muproteobacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__Candidatus Muproteobacteria bacterium RIFCSPLOWO2_01_FULL_60_18    0    0    0    5.817113316
k__Archaea|p__Thaumarchaeota|c__Nitrososphaeria|o__Nitrososphaerales|f__Nitrososphaeraceae|g__Candidatus Nitrosocosmicus|s__Candidatus Nitrosocosmicus oleophilus    0    0    1.307106908    16.0726553
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhodobacterales|f__Rhodobacteraceae    0    0    0    16.64711153
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__delta proteobacterium MLMS-1    0    0    0    23.18441205
k__Bacteria|p__Deinococcus-Thermus|c__Deinococci|o__Thermales|f__Thermaceae|g__Meiothermus    0    0    0    21.67229412
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Micrococcales|f__Intrasporangiaceae|g__Phycicoccus    0    0    0    20.59542944
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Corynebacteriales|f__Mycobacteriaceae|g__Mycobacterium    0    0    0    17.37739359
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium HGW-Chloroflexi-8    0    0    0    27.70989789
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Hyphomicrobiaceae|g__Rhodoplanes|s__Rhodoplanes sp. Z2-YC6860    0    0    0    20.55671623
k__Bacteria|p__Proteobacteria|c__Betaproteobacteria    0    0    0    13.80829929
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chloroflexi bacterium HGW-Chloroflexi-6    0    0    0    15.83063195
k__Archaea|p__Euryarchaeota|c__Halobacteria|o__Haloferacales|f__Haloferacaceae|g__Halobellus|s__Halobellus limi    0    0    0    7.901859129
k__Bacteria|p__Chlorobi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__Chlorobi bacterium OLB5    0.726510706    0    0    11.35743045
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria    0    0    0    33.09793359
k__Bacteria|p__Chloroflexi|c__Unclassified|o__Unclassified|f__Unclassified|g__Unclassified|s__uncultured Chloroflexi bacterium    0    0    0    7.594564607
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Micrococcales|f__Micrococcaceae|g__Arthrobacter|s__Arthrobacter sp. U41    0    0    0    9.672322849
k__Bacteria|p__Proteobacteria|c__Alphaproteobacteria|o__Rhizobiales|f__Unclassified|g__Bauldia|s__Bauldia litoralis    0    0    0    7.811552167
k__Bacteria|p__Chloroflexi|c__Anaerolineae|o__Anaerolineales|f__Anaerolineaceae|g__Anaerolinea|s__Anaerolinea thermolimosa    0    0    0    5.339928239
k__Bacteria|p__Chloroflexi|c__Anaerolineae|o__Anaerolineales|f__Anaerolineaceae|g__Longilinea|s__Longilinea arvoryzae    0    0    0    12.65760768
k__Bacteria|p__Bacteroidetes|c__Cytophagia|o__Cytophagales|f__Cyclobacteriaceae|g__Algoriphagus    0    0    0    11.61304782
k__Bacteria|p__candidate division NC10|c__Unclassified|o__Unclassified|f__Unclassified|g__Candidatus Methylomirabilis    0    0    0    11.39184691
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Pseudonocardiales|f__Pseudonocardiaceae|g__Actinomycetospora|s__Actinomycetospora cinnamomea    0    0    0    5.960850128
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__marine actinobacterium MedAcidi-G2B    0    0    0    11.94948977
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfobacterales|f__Desulfobacteraceae|g__Desulfobacter|s__Desulfobacter curvatus    1.422929253    0    0    24.26665614
k__Bacteria|p__Actinobacteria|c__Actinobacteria|o__Bifidobacteriales|f__Bifidobacteriaceae|g__Bifidobacterium|s__Bifidobacterium adolescentis    1.64708934    0    0    14.04474277
k__Bacteria|p__Chloroflexi|c__Anaerolineae|o__Anaerolineales|f__Unclassified|g__Unclassified|s__Anaerolineales bacterium    0    4.023842156    3.106301122    6.030977776
k__Bacteria|p__Proteobacteria|c__Deltaproteobacteria|o__Desulfobacterales|f__Desulfobacteraceae|g__Desulfatitalea|s__Desulfatitalea sp. BRH_c12    0    0    0    14.44036932
k__Bacteria|p__Actinobacteria    0    0    0    8.993563351
Unclassified    0    0    0    12.52506728
k__Bacteria|p__Proteobacteria|c__Betaproteobacteria|o__Unclassified|f__Unclassified|g__Unclassified    0    0    0    10.05162963
k__Bacteria|p__Proteobacteria    0    0    0    33.39629388
k__Bacteria|p__Ignavibacteriae|c__Ignavibacteria|o__Unclassified|f__Unclassified|g__Unclassified|s__Ignavibacteria bacterium RBG_16_34_14    0    0    0    13.20793845
table.txt

目前遇到的需要去除的特殊字元:

  1. 如果使用了其他分隔符,“點”是不可以出現的,否則會導致分割出錯
  2. (class) 也不可以

執行命令 work.sh:

1 source /software/graphlan/activate.sh
2 export2graphlan.py --skip_rows 1,2 -i table.txt --tree tree.txt --annotation annot.txt --most_abundant 40 --abundance_threshold 1 --least_biomarkers 10 --annotations 3,4,5,6 --external_annotations 7 --min_clade_size 1
3 graphlan_annotate.py --annot annot.txt tree.txt abundance.xml
4 graphlan.py --dpi 300 abundance.xml abundance.png --size 12

得到結果:

 

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