Perugolate / biocides2

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biocides2

This repository contains the code and data required to download raw sequencing reads from the SRA and perform quality trimming, alignment, and variant calling.

Results

SH1000

You can download this as a tsv here.

Treatment Type Label Mutation Locus tag Annotation Function Run
PG population 4 frameshift variant c.117delG p.Gly41fs PROKKA_01659 hemY Protoporphyrinogen oxidase SRR18771780
PG colony 4-s-c1 frameshift variant c.117delG p.Gly41fs PROKKA_01659 hemY Protoporphyrinogen oxidase SRR18771792
PG population 32 frameshift variant c.117delG p.Gly41fs PROKKA_01659 hemY Protoporphyrinogen oxidase SRR18771797
PG colony 32-s-c1 frameshift variant c.117delG p.Gly41fs PROKKA_01659 hemY Protoporphyrinogen oxidase SRR18771786
PG population 4 stop gained c.991A>T p.Lys331* PROKKA_01871 cls2 Cardiolipin synthase SRR18771780
PG colony 4-s-c1 stop gained c.991A>T p.Lys331* PROKKA_01871 cls2 Cardiolipin synthase SRR18771792
PG population 32 frameshift variant c.786delA p.Lys262fs PROKKA_01871 cls2 Cardiolipin synthase SRR18771797
PG colony 32-s-c1 frameshift variant c.786delA p.Lys262fs PROKKA_01871 cls2 Cardiolipin synthase SRR18771786
PG population 33 stop lost c.1485A>T p.Ter495Tyrext*? PROKKA_01871 cls2 Cardiolipin synthase SRR18771796
PG colony 33-s-c1 stop lost c.1485A>T p.Ter495Tyrext*? PROKKA_01871 cls2 Cardiolipin synthase SRR18771785
PG colony 32-s-c1 missense variant c.515C>T p.Pro172Leu PROKKA_01192 parE DNA topoisomerase 4 subunit B SRR18771786
PG population 33 stop gained c.703C>T p.Gln235* PROKKA_01660 hemH Ferrochelatase SRR18771796
PG colony 33-s-c1 stop gained c.703C>T p.Gln235* PROKKA_01660 hemH Ferrochelatase SRR18771785
PG population 33 g.2185374C>T intergenic - - SRR18771796
PG colony 33-s-c1 g.2185374C>T intergenic - - SRR18771785
BAC population 14 g.687271T>A intergenic - - SRR18771776
BAC colony 14-s-c2 g.687271T>A intergenic - - SRR18771790
BAC population 7 g.687271T>A intergenic - - SRR18771779
BAC colony 7-s-c1 g.687271T>A intergenic - - SRR18771791
BAC population 14 missense variant c.477C>G p.Asp159Glu PROKKA_02369 - Baeyer-Villiger flavin-containing monooxygenase SRR18771776
BAC colony 14-s-c2 missense variant c.477C>G p.Asp159Glu PROKKA_02369 - Baeyer-Villiger flavin-containing monooxygenase SRR18771790
BAC population 7 missense variant c.477C>G p.Asp159Glu PROKKA_02369 - Baeyer-Villiger flavin-containing monooxygenase SRR18771779
BAC colony 7-s-c1 missense variant c.477C>G p.Asp159Glu PROKKA_02369 - Baeyer-Villiger flavin-containing monooxygenase SRR18771791
BAC colony 14-s-c2 missense variant c.636G>T p.Gln212His PROKKA_01209 trpB Tryptophan synthase beta chain SRR18771790
BAC colony 14-s-c2 frameshift variant c.618dupT p.Arg207fs PROKKA_01818 agrA Accessory gene regulator protein A SRR18771790
BAC colony 14-s-c2 missense variant & inframe deletion c.622_630delCATAATATTinsTCTTTCp.His208_Ile210delinsSerPhe PROKKA_01818 agrA Accessory gene regulator protein A SRR18771790
BAC colony 14-s-c2 missense variant c.778G>A p.Ala260Thr PROKKA_01862 kdpD Sensor protein KdpD SRR18771790
BAC colony 7-s-c1 synonymous variant c.591G>A p.Gln197Gln PROKKA_01039 - hypothetical protein SRR18771791
BAC colony 7-s-c1 missense variant c.684A>T p.Glu228Asp PROKKA_01817 dpiB Sensor histidine kinase DpiB SRR18771791
BAC colony 7-s-c1 synonymous variant c.525T>A p.Thr175Thr PROKKA_01929 czcD Cadmium, cobalt and zinc/H( )-K( ) antiporter SRR18771791
BAC population 35 missense variant c.277G>A p.Ala93Thr PROKKA_01081 topA DNA topoisomerase 1 SRR18771794
BAC colony 35-s-c2 missense variant c.277G>A p.Ala93Thr PROKKA_01081 topA DNA topoisomerase 1 SRR18771783
BAC population 35 synonymous variant c.804T>A p.Ile268Ile PROKKA_01457 - putative AAA domain-containing protein SRR18771794
BAC colony 35-s-c2 synonymous variant c.804T>A p.Ile268Ile PROKKA_01457 - putative AAA domain-containing protein SRR18771783
BAC population 35 stop gained c.2035C>T p.Gln679* PROKKA_01463 relA GTP pyrophosphokinase SRR18771794
BAC colony 35-s-c2 stop gained c.2035C>T p.Gln679* PROKKA_01463 relA GTP pyrophosphokinase SRR18771783
CON population 11 g.1960175G>A intergenic - - SRR18771778

ATCC6538

You can download this as a tsv here.

Treatment Type Label Mutation Locus tag Annotation Function Run
BAC population 17 g.714937C>G Intergenic - - SRR18771805
BAC colony 17-s-c1 g.714937C>G Intergenic - - SRR18771789

ST398

You can download this as a tsv here.

Treatment Type Label Mutation Locus tag Annotation Function Run
BAC population 21 g.756786.C>T Intergenic - - SRR18771804
BAC colony 21-s-c1 g.756786.C>T Intergenic - - SRR18771788
BAC population 22 g.756786.C>T Intergenic - - SRR18771803
BAC colony 22-s-c1 g.756786.C>T Intergenic - - SRR18771787
BAC colony 21-s-c1 frameshift variant c.88delC p.Gln30fs B4603_RS05320 fmtA teichoic acid D-Ala esterase FmtA SRR18771788
BAC colony 22-s-c1 missense variant c.841C>A p.Gln281Lys B4603_RS05320 fmtA teichoic acid D-Ala esterase FmtA SRR18771787
BAC colony 40-s-c2 missense variant c.808G>A p.Glu270Lys B4603_RS08370 rpoD RNA polymerase sigma factor RpoD SRR18771782
$ATCC6538

Call:
lm(formula = lag ~ type, data = .)

Residuals:
    Min      1Q  Median      3Q     Max 
-5.4700 -1.8483 -0.3683  2.6392  4.4633 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)  135.687      1.517  89.455 2.72e-13 ***
typeBAC_17    -0.020      2.145  -0.009    0.993    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 3.392 on 8 degrees of freedom
Multiple R-squared:  1.087e-05,	Adjusted R-squared:  -0.125 
F-statistic: 8.693e-05 on 1 and 8 DF,  p-value: 0.9928


$CC398

Call:
lm(formula = lag ~ type, data = .)

Residuals:
     Min       1Q   Median       3Q      Max 
-14.9200  -4.5333  -0.9617   1.5950  21.8300 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)  155.170      4.482  34.618   <2e-16 ***
typeBAC_21   -11.203      6.339  -1.767   0.0962 .  
typeBAC_22     1.953      6.339   0.308   0.7619    
typeBAC_40    -2.467      6.339  -0.389   0.7023    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 10.02 on 16 degrees of freedom
Multiple R-squared:  0.2392,	Adjusted R-squared:  0.09661 
F-statistic: 1.677 on 3 and 16 DF,  p-value: 0.2118


$SH1000

Call:
lm(formula = lag ~ type, data = .)

Residuals:
   Min     1Q Median     3Q    Max 
-5.353 -1.450 -0.500  1.740  5.207 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)  152.000      1.232 123.333   <2e-16 ***
typeBAC_14    -3.337      1.743  -1.914   0.0666 .  
typeBAC_35    31.973      1.743  18.345   <2e-16 ***
typeBAC_7     -2.500      2.013  -1.242   0.2253    
typePEX_32    54.960      1.743  31.533   <2e-16 ***
typePEX_33    54.610      1.743  31.332   <2e-16 ***
typePEX_4     53.570      1.743  30.736   <2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 2.756 on 26 degrees of freedom
Multiple R-squared:  0.9912,	Adjusted R-squared:  0.9891 
F-statistic: 485.5 on 6 and 26 DF,  p-value: < 2.2e-16


$ATCC6538

Call:
lm(formula = vmax ~ type, data = .)

Residuals:
    Min      1Q  Median      3Q     Max 
-0.2260 -0.0395 -0.0130  0.0405  0.2140 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)  2.90600    0.06510  44.639    7e-11 ***
typeBAC_17  -0.26600    0.09207  -2.889   0.0202 *  
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.1456 on 8 degrees of freedom
Multiple R-squared:  0.5106,	Adjusted R-squared:  0.4495 
F-statistic: 8.348 on 1 and 8 DF,  p-value: 0.02022


$CC398

Call:
lm(formula = vmax ~ type, data = .)

Residuals:
    Min      1Q  Median      3Q     Max 
-0.6510 -0.3317 -0.0885  0.1930  0.9170 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)   3.4890     0.2007  17.388 8.18e-12 ***
typeBAC_21   -0.2950     0.2838  -1.040    0.314    
typeBAC_22   -0.0780     0.2838  -0.275    0.787    
typeBAC_40    0.2340     0.2838   0.825    0.422    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.4487 on 16 degrees of freedom
Multiple R-squared:  0.1817,	Adjusted R-squared:  0.02826 
F-statistic: 1.184 on 3 and 16 DF,  p-value: 0.347


$SH1000

Call:
lm(formula = vmax ~ type, data = .)

Residuals:
   Min     1Q Median     3Q    Max 
-0.194 -0.039 -0.011  0.048  0.146 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept)  2.62100    0.03516  74.549  < 2e-16 ***
typeBAC_14  -0.11200    0.04972  -2.253  0.03295 *  
typeBAC_35  -0.14200    0.04972  -2.856  0.00832 ** 
typeBAC_7   -0.17100    0.05741  -2.978  0.00620 ** 
typePEX_32  -1.05400    0.04972 -21.198  < 2e-16 ***
typePEX_33  -0.04400    0.04972  -0.885  0.38430    
typePEX_4   -0.91700    0.04972 -18.443  < 2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.07862 on 26 degrees of freedom
Multiple R-squared:  0.9729,	Adjusted R-squared:  0.9666 
F-statistic: 155.3 on 6 and 26 DF,  p-value: < 2.2e-16


$ATCC6538

Call:
lm(formula = finalOD ~ type, data = .)

Residuals:
     Min       1Q   Median       3Q      Max 
-0.02900 -0.01090  0.00040  0.00435  0.03500 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept)  0.868200   0.009416  92.200 2.14e-13 ***
typeBAC_17  -0.043200   0.013317  -3.244   0.0118 *  
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.02106 on 8 degrees of freedom
Multiple R-squared:  0.5681,	Adjusted R-squared:  0.5141 
F-statistic: 10.52 on 1 and 8 DF,  p-value: 0.01181


$CC398

Call:
lm(formula = finalOD ~ type, data = .)

Residuals:
     Min       1Q   Median       3Q      Max 
-0.01940 -0.00925 -0.00170  0.00655  0.03160 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept)  0.924200   0.006447 143.360  < 2e-16 ***
typeBAC_21  -0.016000   0.009117  -1.755  0.09839 .  
typeBAC_22  -0.002800   0.009117  -0.307  0.76271    
typeBAC_40  -0.034200   0.009117  -3.751  0.00174 ** 
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.01442 on 16 degrees of freedom
Multiple R-squared:  0.5237,	Adjusted R-squared:  0.4344 
F-statistic: 5.865 on 3 and 16 DF,  p-value: 0.006706


$SH1000

Call:
lm(formula = finalOD ~ type, data = .)

Residuals:
    Min      1Q  Median      3Q     Max 
-0.0304 -0.0144  0.0036  0.0096  0.0328 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept)  0.719200   0.008105  88.739  < 2e-16 ***
typeBAC_14   0.063400   0.011462   5.531 8.31e-06 ***
typeBAC_35   0.045200   0.011462   3.944 0.000542 ***
typeBAC_7    0.050133   0.013235   3.788 0.000811 ***
typePEX_32  -0.057400   0.011462  -5.008 3.29e-05 ***
typePEX_33   0.042200   0.011462   3.682 0.001066 ** 
typePEX_4   -0.038800   0.011462  -3.385 0.002268 ** 
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.01812 on 26 degrees of freedom
Multiple R-squared:  0.8844,	Adjusted R-squared:  0.8577 
F-statistic: 33.15 on 6 and 26 DF,  p-value: 5.511e-11


ATCC6538, vmax~type, Ancestor, BAC_17:
lm model parameter contrast

  Contrast       S.E.      Lower     Upper    t df Pr(>|t|)
1    0.266 0.09206519 0.05369728 0.4783027 2.89  8   0.0202
 
ATCC6538, lag~type, Ancestor, BAC_17:
lm model parameter contrast

  Contrast     S.E.     Lower    Upper    t df Pr(>|t|)
1     0.02 2.145107 -4.926625 4.966625 0.01  8   0.9928
 
ATCC6538, finalOD~type, Ancestor, BAc_17:
lm model parameter contrast

  Contrast       S.E.      Lower      Upper    t df Pr(>|t|)
1   0.0432 0.01331691 0.01249116 0.07390884 3.24  8   0.0118
 
CC398, vmax~type, Ancestor, BAC_21:
lm model parameter contrast

  Contrast     S.E.      Lower     Upper    t df Pr(>|t|)
1    0.295 0.283771 -0.3065677 0.8965677 1.04 16    0.314
 
CC398, lag~type, Ancestor, BAC_21:
lm model parameter contrast

  Contrast     S.E.     Lower   Upper    t df Pr(>|t|)
1 11.20333 6.338949 -2.234637 24.6413 1.77 16   0.0962
 
CC398, finalOD~type, Ancestor, BAC_21:
lm model parameter contrast

  Contrast        S.E.        Lower      Upper    t df Pr(>|t|)
1    0.016 0.009117017 -0.003327213 0.03532721 1.75 16   0.0984
 
CC398, vmax~type, Ancestor, BAC_22:
lm model parameter contrast

  Contrast     S.E.      Lower     Upper    t df Pr(>|t|)
1    0.078 0.283771 -0.5235677 0.6795677 0.27 16   0.7869
 
CC398, lag~type, Ancestor, BAC_22:
lm model parameter contrast

   Contrast     S.E.    Lower    Upper     t df Pr(>|t|)
1 -1.953333 6.338949 -15.3913 11.48464 -0.31 16   0.7619
 
CC398, finalOD~type, Ancestor, BAC_22:
lm model parameter contrast

  Contrast        S.E.       Lower      Upper    t df Pr(>|t|)
1   0.0028 0.009117017 -0.01652721 0.02212721 0.31 16   0.7627
 
CC398, vmax~type, Ancestor, BAC_40:
lm model parameter contrast

  Contrast     S.E.      Lower     Upper     t df Pr(>|t|)
1   -0.234 0.283771 -0.8355677 0.3675677 -0.82 16   0.4217
 
CC398, lag~type, Ancestor, BAC_40:
lm model parameter contrast

  Contrast     S.E.    Lower    Upper    t df Pr(>|t|)
1 2.466667 6.338949 -10.9713 15.90464 0.39 16   0.7023
 
CC398, finalOD~type, Ancestor, BAC_40:
lm model parameter contrast

  Contrast        S.E.      Lower      Upper    t df Pr(>|t|)
1   0.0342 0.009117017 0.01487279 0.05352721 3.75 16   0.0017
 
SH1000, vmax~type:
lm model parameter contrast

  Contrast       S.E.       Lower     Upper    t df Pr(>|t|)
1    0.112 0.04972076 0.009797517 0.2142025 2.25 26    0.033
 
SH1000, lag~type, Ancestor, BAC_14:
lm model parameter contrast

  Contrast     S.E.      Lower    Upper    t df Pr(>|t|)
1 3.336667 1.742931 -0.2459794 6.919313 1.91 26   0.0666
 
SH1000, finalOD~type, Ancestor, BAC_14:
lm model parameter contrast

  Contrast       S.E.       Lower       Upper     t df Pr(>|t|)
1  -0.0634 0.01146169 -0.08695983 -0.03984017 -5.53 26        0
 
SH1000, vmax~type, Ancestor, BAC_35:
lm model parameter contrast

  Contrast       S.E.      Lower     Upper    t df Pr(>|t|)
1    0.142 0.04972076 0.03979752 0.2442025 2.86 26   0.0083
 
SH1000, lag~type, Ancestor, BAC_35:
lm model parameter contrast

   Contrast     S.E.     Lower     Upper      t df Pr(>|t|)
1 -31.97333 1.742931 -35.55598 -28.39069 -18.34 26        0
 
SH1000, finalOD~type, Ancestor, BAC_35:
lm model parameter contrast

  Contrast       S.E.       Lower       Upper     t df Pr(>|t|)
1  -0.0452 0.01146169 -0.06875983 -0.02164017 -3.94 26    5e-04
 
SH1000, vmax~type, Ancestor, BAC_7:
lm model parameter contrast

  Contrast       S.E.      Lower     Upper    t df Pr(>|t|)
1    0.171 0.05741259 0.05298674 0.2890133 2.98 26   0.0062
 
SH1000, lag~type, Ancestor, BAC_7:
lm model parameter contrast

  Contrast     S.E.     Lower    Upper    t df Pr(>|t|)
1      2.5 2.012563 -1.636883 6.636883 1.24 26   0.2253
 
SH1000, finalOD~type, Ancestor, BAC_7:
lm model parameter contrast

     Contrast       S.E.       Lower       Upper     t df Pr(>|t|)
1 -0.05013333 0.01323482 -0.07733789 -0.02292878 -3.79 26    8e-04
 
SH1000, vmax~type, Ancestor, PEX_32:
lm model parameter contrast

  Contrast       S.E.     Lower    Upper    t df Pr(>|t|)
1    1.054 0.04972076 0.9517975 1.156202 21.2 26        0
 
SH1000, lag~type, Ancestor, PEX_32:
lm model parameter contrast

  Contrast     S.E.     Lower     Upper      t df Pr(>|t|)
1   -54.96 1.742931 -58.54265 -51.37735 -31.53 26        0
 
SH1000, finalOD~type, Ancestor, PEX_32:
lm model parameter contrast

  Contrast       S.E.      Lower      Upper    t df Pr(>|t|)
1   0.0574 0.01146169 0.03384017 0.08095983 5.01 26        0
 
SH1000, vmax~type, Ancestor, PEX_33:
lm model parameter contrast

  Contrast       S.E.       Lower     Upper    t df Pr(>|t|)
1    0.044 0.04972076 -0.05820248 0.1462025 0.88 26   0.3843
 
SH1000, lag~type, Ancestor, PEX_33:
lm model parameter contrast

  Contrast     S.E.     Lower     Upper      t df Pr(>|t|)
1   -54.61 1.742931 -58.19265 -51.02735 -31.33 26        0
 
SH1000, finalOD~type, Ancestor, PEX_33:
lm model parameter contrast

  Contrast       S.E.       Lower       Upper     t df Pr(>|t|)
1  -0.0422 0.01146169 -0.06575983 -0.01864017 -3.68 26   0.0011
 
SH1000, vmax~type, Ancestor, PEX_4:
lm model parameter contrast

  Contrast       S.E.     Lower    Upper     t df Pr(>|t|)
1    0.917 0.04972076 0.8147975 1.019202 18.44 26        0
 
SH1000, lag~type, Ancestor, PEX_4:
lm model parameter contrast

  Contrast     S.E.     Lower     Upper      t df Pr(>|t|)
1   -53.57 1.742931 -57.15265 -49.98735 -30.74 26        0
 
SH1000, finalOD~type, Ancestor, PEX_4:
lm model parameter contrast

  Contrast       S.E.      Lower      Upper    t df Pr(>|t|)
1   0.0388 0.01146169 0.01524017 0.06235983 3.39 26   0.0023
 

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