File S3. Code for analyses and figures produced in R is provided below. Each section includes the commands executed in order, followed by the input file. The paths to input files are not specified as that is specific to each usage. #code for estimated eukaryotic richness, rarefying each autosampler to smallest sample size (Fig. 5A). The counts are raw sums across each set of 15 samples compared in this analysis (see text and Figure 5A). The initial rarefaction considers all barcodes together, whereas the latter are split by locus. Note the sum of estimated richness at each locus is not expected to equal the estimated richness of the combined data set, because of sampling effects. library(vegan) data<-read.table("",header=T,row.names="taxon",sep="\t",stringsAsFactors=F) rarefy(t(data),min(colSums(data)),se=T) just16s<-data[1:9,] rarefy(t(just16s),min(colSums(just16s)),se=T) justcoi<-data[10:34,] rarefy(t(justcoi),min(colSums(justcoi)),se=T) just12s<-data[35:44,] rarefy(t(just12s),min(colSums(just12s)),se=T) #input file taxon A B C D Cryptomonas 54 54 77 49 Hafniomonas 1 0 0 0 Vaucheria 1 1 0 25 Pseudendoclonium 26 22 22 8 Euglena 108 161 101 601 Oophila 0 4 1 0 Stigeoclonium 3 0 18 23 Pseudo-nitzschia 3 1 18 791 Oedogonium 0 0 0 2 Salmo-COI 921 1079 9381 51574 Microstomum 4 1 5 49 Simulium 0 2 1 1 Cricotopus 37 68 133 17255 Chironomidae genus BOLD:ABV1415 0 0 0 20 Ambystoma 0 0 67 0 Acanthocyclops 1 16 0 2132 Tanytarsus 1 3 0 115 Micropsectra 129 140 514 4518 Chironominae genus BOLD:AAQ3439 11 5 66 70 Hymenoptera genus BOLD:ACC6975 71 0 0 0 Tubifex 5 8 13 1116 Nais 6 16 5811 2691 Cottus 2 0 0 16 Parametriocnemus 3 2 0 17 Dicrotendipes 33 20 390 179 Limnodrilus 0 0 16 125 Prodiamesa 53 64 133 62 Physella 1 2 28 23 Eukiefferiella 15 8 53 3063 Chironomus 1 0 16 16 Baetis 3 2 1 2 Gammarus 28 43 109 1124 Coregonus-COI 439 398 3446 9621 Thienemanniella 6 276 2 6958 Chrosomus 15 15 20 26 Coregonus-12S 259 1744 3196 6930 Luxilus 3 3 5 5 Pimephales 0 4728 15 993 Rhinichthys 5 21 9 56 Salmo-12S 259 2660 6681 27330 Sus 0 0 0 36 Sayornis 0 0 0 0 Felis 0 1 0 330 Aix 0 0 0 1015 # end of file #code for accumulation curves (Fig. 5B and 5C). library(vegan) data<-read.table("",header=T,row.names="taxon",sep="\t",stringsAsFactors=F) abdata<-data[,1:10] cddata<-data[,11:22] rarecurve(t(abdata),step=10,label=F,col=c("dark blue","dark blue","dark blue","dark blue","dark blue","sky blue","sky blue","sky blue","sky blue","sky blue"),lwd=2,xlim=c(0,300)) rarecurve(t(cddata),step=10,label=F,col=c("brown2","brown2","brown2","brown2","brown2","brown2","orange","orange","orange","orange","orange","orange"),lwd=2,xlim=c(0,600)) ab16s<-abdata[1:9,] abcoi<-abdata[10:34,] ab12s<-abdata[35:44,] cd16s<-cddata[1:9,] cdcoi<-cddata[10:34,] cd12s<-cddata[35:44,] par(mfrow=c(2,3)) rarecurve(t(ab16s),step=10,label=F,col=c("dark blue","dark blue","dark blue","dark blue","dark blue","sky blue","sky blue","sky blue","sky blue","sky blue"),lwd=2,xlim=c(0,300)) rarecurve(t(abcoi),step=10,label=F,col=c("dark blue","dark blue","dark blue","dark blue","dark blue","sky blue","sky blue","sky blue","sky blue","sky blue"),lwd=2,xlim=c(0,300)) rarecurve(t(ab12s),step=10,label=F,col=c("dark blue","dark blue","dark blue","dark blue","dark blue","sky blue","sky blue","sky blue","sky blue","sky blue"),lwd=2,xlim=c(0,300)) rarecurve(t(cd16s),step=10,label=F,col=c("brown2","brown2","brown2","brown2","brown2","brown2","orange","orange","orange","orange","orange","orange"),lwd=2,xlim=c(0,600)) rarecurve(t(cdcoi),step=10,label=F,col=c("brown2","brown2","brown2","brown2","brown2","brown2","orange","orange","orange","orange","orange","orange"),lwd=2,xlim=c(0,600)) rarecurve(t(cd12s),step=10,label=F,col=c("brown2","brown2","brown2","brown2","brown2","brown2","orange","orange","orange","orange","orange","orange"),lwd=2,xlim=c(0,600)) #input file taxon Paired-A1260 Paired-A1620 Paired-A1980 Paired-A2340 Paired-A2700 Paired-B1259 Paired-B1619 Paired-B1979 Paired-B2339 Paired-B2699 Paired-C18 Paired-C738 Paired-C1458 Paired-C2178 Paired-C2898 Paired-C3618 Paired-D18 Paired-D738 Paired-D1458 Paired-D2178 Paired-D2898 Paired-D3618 Acanthocyclops 1 0 0 0 0 0 0 6 2108 0 0 0 0 0 0 0 0 6 18 0 2108 0 Aix 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1015 0 0 0 Ambystoma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Baetis 0 0 0 0 0 0 0 0 2 20 0 0 0 0 0 0 0 0 0 0 0 2 Chironomidae genus BOLD:ABV1415 0 0 0 0 0 0 0 20 0 68 0 0 0 0 0 0 20 0 0 0 0 0 Chironominae genus BOLD:AAQ3439 0 4 1 0 0 0 2 68 2 68 0 0 0 0 0 2 41 27 0 0 0 2 Chironomus 0 0 1 0 0 0 0 5 11 20 0 0 0 0 0 0 5 0 0 0 0 11 Chromulinaceae genus RCC902 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Chrosomus 0 0 1 0 0 1 1 5 0 8 0 0 0 0 0 0 9 0 3 5 0 9 Chrysochromulina genus CCMP291 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Coregonus12S 0 1 1 2 2 1720 10 4 3 7 535 648 1 2 3 0 1183 843 2145 1171 1292 296 CoregonusCOI 16 38 41 16 30 595 118 3217 6373 68 569 15 11 38 49 69 2503 714 31 2056 1221 3096 Cottus 0 1 0 0 0 0 0 0 16 68 0 0 0 0 0 0 0 0 0 2 0 14 Cricotopus 1 2 7 0 1 0 7 1331 15919 5 0 0 0 5 2 5 2 1329 5 1 1 15917 Cryptomonas 6 4 0 1 0 16 10 11 5 12 8 1 10 6 4 3 10 5 15 6 13 0 Dicrotendipes 0 2 0 1 0 234 13 51 126 3248 0 231 3 8 2 11 46 5 2 4 1 121 Euglena 1 2 0 9 15 42 18 11 18 72 32 2 5 0 17 8 309 31 122 29 102 8 Eukiefferiella 0 0 6 2 0 0 0 134 2920 0 0 0 0 0 0 0 134 0 9 664 36 2220 Felis 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 330 0 0 0 Gammarus 1 0 9 0 2 2 2 1033 88 53 0 2 0 4 2 0 766 267 3 28 44 16 Hafniomonas 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Hymenoptera genus BOLD:ACC6975 0 0 0 0 2 0 0 0 0 143 0 0 0 0 0 0 0 0 0 0 0 0 Limnodrilus 0 0 0 0 0 0 3 89 36 0 0 0 0 0 3 0 89 0 0 0 0 36 Luxilus 0 0 0 0 0 0 0 3 0 0 2 2 1 1 1 0 1 0 1 3 0 0 Micropsectra 0 2 13 8 4 6 34 674 3841 1036 1 4 1 14 14 20 496 178 3 3274 83 484 Microstomum 0 0 0 0 0 0 0 3 46 0 0 0 0 0 0 0 0 3 0 0 0 46 Monomastix 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Nais 0 3 1 0 1 2 0 132 2559 0 0 2 0 1 0 0 16 116 0 2390 147 22 Oedogonium 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 Oophila 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 Parametriocnemus 0 3 0 0 0 0 0 0 17 89 0 0 0 0 0 0 0 0 0 0 17 0 Physella 0 1 0 0 0 0 0 16 7 677 0 0 0 0 0 0 4 12 0 3 0 4 Pimephales 0 0 0 0 0 4727 0 1 0 0 0 0 0 0 0 0 0 1 988 4 0 0 Prodiamesa 0 0 9 2 2 2 11 35 27 3 0 2 0 5 1 10 33 2 0 16 2 9 Pseudendoclonium 4 0 0 0 0 9 1 0 0 12 0 0 0 0 10 2 0 0 2 1 4 1 Pseudo-nitzschia 1 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 22 70 133 292 226 48 Rhinichthys 2 0 0 0 0 14 0 4 1 2 0 0 0 0 0 0 3 0 45 2 0 6 Salmo12S 1 2 3 1 5 2626 18 2 7 7 2132 1284 16 5 16 17 5073 3540 9014 4319 4198 1186 SalmoCOI 22 72 79 35 40 7644 608 26478 24956 132 7428 144 72 107 302 306 18237 8241 140 7595 8274 9087 Sayornis 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Simulium 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 Stigeoclonium 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 Sus 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 0 0 Tanytarsus 0 0 1 0 0 0 0 0 114 0 0 0 0 0 0 0 0 0 1 0 114 0 Thienemanniella 0 0 0 0 0 0 0 6958 0 16 0 0 0 0 0 0 0 6958 0 0 0 0 Tubifex 2 0 3 0 0 3 1 1006 110 35 0 0 3 1 0 1 1006 0 0 18 78 14 Vaucheria 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 25 0 0 #Code for obtaining beta-dispersion distances around the centroid for each sampler for eukaryotic counts (Fig. 7). The raw values are used for calculation of Morisita's distance. The ANOVA for each site separately is not significant, whereas the test pooled across sites (composite vs. grab, see text) is significant. library(vegan) data<-read.table("",header=T,row.names="taxon",sep="\t",stringsAsFactors=F) abdata<-round(data[,1:10]) cddata<-round(data[,11:22]) abdist<-vegdist(t(abdata),method="morisita") cddist<-vegdist(t(cddata),method="morisita") abdisper<-betadisper(abdist,group=c("A","A","A","A","A","B","B","B","B","B")) cddisper<-betadisper(cddist,group=c("C","C","C","C","C","C","D","D","D","D","D","D")) plot(abdisper,label=F,col=c("dark blue","sky blue"),lwd=2,cex=1.3,pch=c(1,1)) plot(cddisper,label=F,col=c("brown2","orange"),lwd=2,cex=1.3,pch=c(1,1)) anova(abdisper) anova(cddisper) #input file taxon Paired-A1260 Paired-A1620 Paired-A1980 Paired-A2340 Paired-A2700 Paired-B1259 Paired-B1619 Paired-B1979 Paired-B2339 Paired-B2699 Paired-C18 Paired-C738 Paired-C1458 Paired-C2178 Paired-C2898 Paired-C3618 Paired-D18 Paired-D738 Paired-D1458 Paired-D2178 Paired-D2898 Paired-D3618 Acanthocyclops 1 0 0 0 0 0 0 6 2108 0 0 0 0 0 0 0 0 6 18 0 2108 0 Aix 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1015 0 0 0 Ambystoma 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Baetis 0 0 0 0 0 0 0 0 2 20 0 0 0 0 0 0 0 0 0 0 0 2 Chironomidae genus BOLD:ABV1415 0 0 0 0 0 0 0 20 0 68 0 0 0 0 0 0 20 0 0 0 0 0 Chironominae genus BOLD:AAQ3439 0 4 1 0 0 0 2 68 2 68 0 0 0 0 0 2 41 27 0 0 0 2 Chironomus 0 0 1 0 0 0 0 5 11 20 0 0 0 0 0 0 5 0 0 0 0 11 Chromulinaceae genus RCC902 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Chrosomus 0 0 1 0 0 1 1 5 0 8 0 0 0 0 0 0 9 0 3 5 0 9 Chrysochromulina genus CCMP291 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Coregonus12S 0 1 1 2 2 1720 10 4 3 7 535 648 1 2 3 0 1183 843 2145 1171 1292 296 CoregonusCOI 16 38 41 16 30 595 118 3217 6373 68 569 15 11 38 49 69 2503 714 31 2056 1221 3096 Cottus 0 1 0 0 0 0 0 0 16 68 0 0 0 0 0 0 0 0 0 2 0 14 Cricotopus 1 2 7 0 1 0 7 1331 15919 5 0 0 0 5 2 5 2 1329 5 1 1 15917 Cryptomonas 6 4 0 1 0 16 10 11 5 12 8 1 10 6 4 3 10 5 15 6 13 0 Dicrotendipes 0 2 0 1 0 234 13 51 126 3248 0 231 3 8 2 11 46 5 2 4 1 121 Euglena 1 2 0 9 15 42 18 11 18 72 32 2 5 0 17 8 309 31 122 29 102 8 Eukiefferiella 0 0 6 2 0 0 0 134 2920 0 0 0 0 0 0 0 134 0 9 664 36 2220 Felis 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 330 0 0 0 Gammarus 1 0 9 0 2 2 2 1033 88 53 0 2 0 4 2 0 766 267 3 28 44 16 Hafniomonas 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Hymenoptera genus BOLD:ACC6975 0 0 0 0 2 0 0 0 0 143 0 0 0 0 0 0 0 0 0 0 0 0 Limnodrilus 0 0 0 0 0 0 3 89 36 0 0 0 0 0 3 0 89 0 0 0 0 36 Luxilus 0 0 0 0 0 0 0 3 0 0 2 2 1 1 1 0 1 0 1 3 0 0 Micropsectra 0 2 13 8 4 6 34 674 3841 1036 1 4 1 14 14 20 496 178 3 3274 83 484 Microstomum 0 0 0 0 0 0 0 3 46 0 0 0 0 0 0 0 0 3 0 0 0 46 Monomastix 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Nais 0 3 1 0 1 2 0 132 2559 0 0 2 0 1 0 0 16 116 0 2390 147 22 Oedogonium 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 Oophila 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 Parametriocnemus 0 3 0 0 0 0 0 0 17 89 0 0 0 0 0 0 0 0 0 0 17 0 Physella 0 1 0 0 0 0 0 16 7 677 0 0 0 0 0 0 4 12 0 3 0 4 Pimephales 0 0 0 0 0 4727 0 1 0 0 0 0 0 0 0 0 0 1 988 4 0 0 Prodiamesa 0 0 9 2 2 2 11 35 27 3 0 2 0 5 1 10 33 2 0 16 2 9 Pseudendoclonium 4 0 0 0 0 9 1 0 0 12 0 0 0 0 10 2 0 0 2 1 4 1 Pseudo-nitzschia 1 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 22 70 133 292 226 48 Rhinichthys 2 0 0 0 0 14 0 4 1 2 0 0 0 0 0 0 3 0 45 2 0 6 Salmo12S 1 2 3 1 5 2626 18 2 7 7 2132 1284 16 5 16 17 5073 3540 9014 4319 4198 1186 SalmoCOI 22 72 79 35 40 7644 608 26478 24956 132 7428 144 72 107 302 306 18237 8241 140 7595 8274 9087 Sayornis 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Simulium 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 Stigeoclonium 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 0 0 0 0 0 Sus 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 0 0 Tanytarsus 0 0 1 0 0 0 0 0 114 0 0 0 0 0 0 0 0 0 1 0 114 0 Thienemanniella 0 0 0 0 0 0 0 6958 0 16 0 0 0 0 0 0 0 6958 0 0 0 0 Tubifex 2 0 3 0 0 3 1 1006 110 35 0 0 3 1 0 1 1006 0 0 18 78 14 Vaucheria 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 25 0 0 #end of file #code for scatterplot of Flavobacteriaceae PCA axes 1 and 2, weighted by the ratio of eukaryotic richness to ln(sequence counts)(Figure 9B) library(ggplot2) data<-read.table("c:/Users/rcornman/Desktop/input4R.txt",header=T,row.names="sample",sep="\t",stringsAsFactors=F) bins=c("dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "dark blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "sky blue", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "brown2", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange", "dark orange") ggplot(data,aes(x=data$PC.1,y=data$PC.2,size=data$ratio)) + geom_point(colour=bins) #input file ratio sample PC 1 PC 2 PC 3 1.1637720391 1A_S1 1.7959 -0.7704 2.1203 1.2924428057 2A_S2 1.2067 0.46928 3.2757 1.7504062452 3A_S3 1.1939 0.25587 3.9496 2.7575943828 4A_S4 0.60631 -0.73167 2.9933 1.2762550893 5A_S5 1.3001 0.11012 2.9983 1.4585772449 6A_S6 1.2984 0.83582 3.8711 2.1400313074 7A_S7 1.4419 0.15023 2.7614 2.9553425498 8A_S8 0.7049 -0.59279 2.188 2.115996207 9A_S9 2.5297 -2.9473 0.64165 3.0354280454 10A_S10 4.3429 -1.9918 0.091773 2.1153331149 11A_S11 3.9901 -2.4091 0.41753 2.9010823773 12A_S12 2.3292 -3.9072 -0.086178 2.5842680504 13A_S13 2.5088 -2.2096 -0.84465 2.5248416724 14A_S14 3.9409 -0.56308 -0.45186 2.6423552126 15A_S15 3.9821 -0.55698 -0.6134 2.3684483582 16A_S16 3.9649 0.58806 -2.8752 2.1928739852 17A_S17 2.9015 -1.3 -2.0715 3.1023151952 18A_S18 2.6564 1.6801 -2.1733 2.5817066915 19A_S19 4.4426 -1.0059 -1.3377 2.5942370845 20A_S20 4.3521 -1.7013 -2.5628 3.4206682279 21A_S21 6.5651 -4.5535 -2.1934 2.71443952 22A_S22 5.2791 -1.65 -3.9753 1.7396686334 1B_S23 0.58566 -0.49898 1.3446 2.3782951348 2B_S24 -0.72206 -0.49229 2.7197 2.0538442028 3B_S25 0.74988 -0.35993 2.2171 2.2936781528 4B_S26 2.3844 -3.227 0.29167 2.1859304439 5B_S27 2.5544 -2.7775 1.0205 2.5087886968 6B_S28 3.4892 -3.3434 0.49646 3.1342710788 7B_S29 2.2785 -0.15383 1.617 2.9976340838 8B_S30 2.8537 -3.0094 -0.38353 3.0081906477 9B_S31 3.2399 -2.381 0.17341 2.340186352 10B_S32 2.5153 -2.568 -1.4007 3.0400613733 11B_S33 2.5363 -2.501 0.47888 2.3016772879 12B_S34 2.0586 -2.2414 -0.14413 2.5732082606 13B_S35 2.6436 -1.5667 -0.74604 2.7069109231 14B_S36 4.0349 0.38375 -1.1842 2.0246789542 15B_S37 5.0209 6.7661 4.8694 0.8621941126 1C_S38 -3.759 -1.4424 2.7635 1.0840493665 2C_S39 -6.224 -0.49161 3.6106 1.5472357198 3C_S40 -5.1148 -0.79713 3.0405 1.1103421783 4C_S41 -2.1195 1.0819 2.645 1.5470649382 5C_S42 -4.0627 -1.7633 2.2331 1.1431005184 6C_S43 -2.3153 1.0412 2.9114 1.8256392913 7C_S44 -2.0563 1.6516 1.7074 2.4812449379 8C_S45 -2.0806 2.4847 2.9402 2.0780583746 9C_S46 -0.99642 1.0782 2.0695 2.155039077 10C_S47 -0.82475 0.24911 1.091 2.1410924091 11C_S48 -3.7537 -0.37245 -1.8314 2.0149734165 12C_S49 -0.71443 1.5005 1.2612 2.4606281846 13C_S50 -1.3308 0.99304 -0.0027072 2.1400313074 14C_S51 -0.96575 1.5133 -0.53831 2.4552941744 15C_S52 -1.5561 3.786 0.17876 1.8388811771 16C_S53 3.5413 13.753 4.0158 2.4765618135 17C_S54 -0.36836 0.25967 -1.661 2.5669352245 18C_S55 0.87498 3.1378 -1.8539 2.9550294351 19C_S56 1.4871 5.5368 -0.60522 2.2291258527 20C_S57 1.2443 1.6698 -1.5087 2.1240797808 21C_S58 0.70671 0.72772 -2.7399 1.9408893656 22C_S59 -3.9811 -1.0421 -3.7503 1.6897509409 1D_S60 -4.2 -2.6374 1.1529 1.95654383 2D_S61 -4.8679 -2.4563 0.85862 1.0731057308 3D_S62 -5.1225 -1.6231 1.6557 1.7205918237 4D_S63 -4.743 -1.0593 -0.84929 1.3812283297 5D_S64 -4.5612 -0.070156 -0.076266 1.3787849958 6D_S65 -4.9277 -1.452 -0.58924 1.3815189128 7D_S66 -0.92261 2.3479 -1.8233 1.5322497271 8D_S67 -4.479 -0.28262 -0.45671 1.6065989372 9D_S68 -4.952 -0.52478 -0.14749 1.9471781696 10D_S69 -5.5711 0.86719 -3.3438 1.5290982548 11D_S70 -4.4568 -3.2928 -2.5812 1.4380558138 12D_S71 -3.984 -1.6458 -1.2458 1.7862603885 13D_S72 -3.6577 -1.0645 -3.5529 1.4409695708 14D_S73 -2.0147 2.9772 -3.2031 1.8330726622 15D_S74 -1.5512 1.8791 -2.7957 2.3621013555 16D_S75 -1.1947 2.8519 -5.3409 2.2155212168 17D_S76 -3.8835 -1.58 -4.8088 2.0580987266 18D_S77 -0.098189 12.982 -6.3226 #end of file #R code to generate bacterial correlation plots (Supplemental Figure S6) #each column name is a sample, indicating the order of the sample and the autosampler code (ABCD). #each row name is an operational taxon at the family level #bacterial family abundances are counts per million sequence reads assigned as bacterial 16S relative to the sum of assigned 16S sequence counts. > library(corrplot) > data<-read.table("",header=T,row.names="taxon",stringsAsFactors=F,sep="\t") > abdata<-data[1:51,1:37] #all downstream samples > cddata<-data[1:51,38:77] #all upstream samples > abresult<-cor(t(abdata),method="pearson") > cdresult<-cor(t(cddata),method="pearson") > corrplot(abresult,method="square",order="hclust",hclust.method="ward",tl.col="black",tl.cex=.6,cl.cex=.7) > corrplot(cdresult,method="square",order="hclust",hclust.method="ward",tl.col="black",tl.cex=.6,cl.cex=.7) #input file taxon 1A 2A 3A 4A 5A 6A 7A 8A 9A 10A 11A 12A 13A 14A 15A 16A 17A 18A 19A 20A 21A 22A 1B 2B 3B 4B 5B 6B 7B 8B 9B 10B 11B 12B 13B 14B 15B 1C 2C 3C 4C 5C 6C 7C 8C 9C 10C 11C 12C 13C 14C 15C 16C 17C 18C 19C 20C 21C 22C 1D 2D 3D 4D 5D 6D 7D 8D 9D 10D 11D 12D 13D 14D 15D 16D 17D 18D InitiationTime 0 180 360 540 720 900 1080 1260 1440 1620 1800 1980 2160 2340 2520 2700 2880 3060 3240 3420 3600 3780 1259 1259 1259 1619 1619 1619 1979 1979 1979 2339 2339 2339 2699 2699 2699 18 198 378 558 738 918 1098 1278 1458 1638 1818 1998 2178 2358 2538 2718 2898 3078 3258 3438 3618 3798 18 18 18 738 738 738 1458 1458 1458 2178 2178 2178 2898 2898 2898 3618 3618 3618 Flavobacteriaceae 461926.2 534554.7 514531.1 479355.9 454605.3 468925.1 461451.0 431459.0 383845.6 344183.1 316987.4 309831.9 310361.2 378047.6 307113.2 231351.8 223575.2 221059.7 198117.0 204209.0 145324.8 157108.6 414201.4 391903.0 396866.4 353444.4 425488.0 397187.3 425415.5 316867.3 304702.7 275271.6 336433.7 339661.3 198749.1 230287.2 198237.6 395998.3 421518.1 428555.2 512257.2 396122.2 471475.9 420603.5 452761.7 366571.5 393275.6 304461.7 294649.5 297267.9 298343.9 282311.3 226493.1 284629.8 220975.6 173722.2 169558.6 155676.4 273111.9 374157.2 376848.0 358102.7 360930.6 378477.4 355869.1 367881.5 361372.4 353923.2 277718.9 296436.2 284001.8 262893.5 224836.7 196413.0 161980.4 201489.5 122439.2 Comamonadaceae 135969.0 122743.9 110122.3 108919.1 110528.0 88786.4 118813.5 119541.5 150758.8 145790.6 128748.5 133642.2 147564.6 141130.0 127227.5 189654.5 177627.4 164124.0 179546.7 195221.5 169354.8 211455.7 121915.9 111181.2 118721.0 148806.2 117401.3 125002.8 52626.3 145350.4 131872.5 158521.7 145544.5 143184.1 153144.2 151968.0 165336.3 155403.6 115442.5 119876.4 86100.2 104224.6 83908.4 96806.1 115424.9 114240.8 114645.1 125292.2 143296.9 157436.8 156321.5 153034.1 189467.3 139142.7 163433.2 184232.9 163258.1 180451.7 130973.4 122259.2 130874.4 121685.0 124762.8 107507.9 126729.0 135747.2 118902.1 109772.7 125543.6 90098.3 112718.0 118596.4 140293.3 125115.9 185276.4 152548.9 185819.5 Cytophagaceae 56019.4 52851.2 30757.5 58199.3 51280.6 48757.7 49306.7 54160.3 40678.7 55076.3 62453.8 75550.4 70739.1 42155.2 57065.4 51215.9 69897.5 70585.5 53567.5 53934.9 51366.8 42295.8 81663.3 98002.3 74301.8 74515.0 71865.4 73231.5 72548.9 57119.5 77197.5 84145.4 72200.7 72838.3 49535.9 58820.3 44345.3 124353.1 125012.0 112657.6 79574.0 87742.3 118381.6 124140.8 76441.1 114747.7 73337.5 125253.9 122424.7 127749.1 97379.1 100226.1 106234.9 111175.5 101011.9 100572.4 113176.6 99537.6 123149.6 159388.6 151679.1 183103.4 225783.3 277686.3 264449.9 238122.0 245147.9 283404.7 288730.7 277798.8 241641.0 267697.3 264032.9 250340.6 289695.9 290497.1 246638.9 Oxalobacteraceae 122113.0 129985.8 143727.0 152695.8 159176.8 143583.5 158211.6 156231.0 178539.3 122865.0 192149.0 172334.0 148285.8 124364.1 134212.8 139482.5 117900.0 128096.8 134470.0 113564.3 112153.3 120873.4 140109.0 132042.3 132060.9 172286.7 154082.5 160565.4 153307.1 186369.3 182653.9 122124.9 144568.9 144541.4 150989.9 161676.4 162360.9 99832.5 77473.7 87015.5 118696.7 107653.6 116951.1 115607.9 119637.2 128181.9 126947.6 72206.8 141555.6 119062.1 113902.1 131521.7 135593.2 81681.0 101637.1 115183.0 83153.8 96233.6 63212.2 64542.3 78722.8 72251.3 69239.6 64971.3 68377.5 81006.8 72186.6 75572.7 51186.6 55171.6 55766.8 45560.8 70865.6 63369.6 75702.3 57814.2 59859.2 Chromatiaceae 76443.1 51636.2 70024.2 70082.5 71391.8 50941.7 64444.0 71624.9 53291.3 72870.4 56350.1 61331.9 47138.3 26040.7 35925.7 37091.6 38459.1 42968.1 37530.8 37773.7 40468.7 32489.6 72569.9 79868.7 79868.1 55772.7 55183.2 58653.8 75285.3 55018.7 60439.0 41219.4 49073.5 53681.7 71502.0 61692.8 57420.0 41173.9 49778.6 48044.3 64291.2 33915.5 58190.1 70809.0 68029.9 60297.0 72085.6 35726.6 67031.3 69358.2 49467.0 54348.9 51452.8 45377.6 49334.7 39935.0 56704.0 50026.8 16566.2 38108.4 47020.3 51051.8 18169.0 11245.7 18132.1 31027.7 25672.5 10021.4 17264.1 11896.6 24299.9 18074.6 30746.3 36550.7 23435.9 14985.5 41773.4 Pseudomonadaceae 24246.1 19034.5 23674.3 27295.7 32873.8 30014.5 25952.6 40786.5 41363.9 43318.7 43557.6 42642.1 37208.2 32112.7 44189.2 43294.0 31414.6 31002.0 27417.1 31937.4 26859.9 27755.2 34943.4 41905.0 40633.0 43051.9 41201.5 34921.4 38710.5 58526.2 50733.0 31285.6 34912.3 42033.5 107585.0 99868.4 111120.6 45145.3 32474.5 34715.3 34544.7 58229.9 40213.7 39622.7 43529.3 40809.5 50064.0 42292.0 36115.9 36934.1 33772.4 57339.8 45803.1 25479.2 30294.8 20460.7 27818.6 27136.7 23819.4 26941.9 28933.6 30057.9 22860.7 9606.8 15407.1 19759.3 17602.9 15863.6 24252.0 13881.8 22730.7 20862.4 23015.3 17905.8 24721.3 17362.4 22407.2 Aeromonadaceae 16455.6 12432.1 18769.4 17475.5 27626.1 54207.2 23003.0 15830.8 14454.2 39582.2 34259.5 35965.8 31803.3 61255.4 95275.5 47838.4 50469.6 66170.2 72829.4 54411.2 88163.1 55708.1 20895.2 21803.8 29123.4 25606.1 21486.2 27762.4 21891.5 27737.7 45647.9 50535.0 40592.3 36271.1 90715.0 63096.2 77074.9 9704.7 8822.7 8838.7 8178.4 12702.7 9988.9 22544.2 8397.9 22985.2 14068.3 16605.1 28494.0 19647.0 29311.9 32468.6 38337.4 46325.8 42192.5 86532.3 69989.3 55543.4 36088.4 19275.9 11062.8 16770.4 6798.5 3245.3 5139.5 6795.7 6752.1 2198.1 9367.6 4074.2 9739.6 11588.9 23902.9 28021.7 38567.1 19173.3 61139.6 Porphyromonadaceae 6705.3 8249.0 8188.7 12294.9 11105.9 10590.0 9959.7 15096.3 12648.3 16166.7 17210.6 22843.0 27460.3 18751.2 19457.6 29415.4 29645.6 33312.7 37393.9 32697.4 34705.6 36374.8 15794.8 16489.8 12032.5 14984.6 15331.9 13195.7 20356.4 21897.9 16412.2 28581.6 29106.5 26331.9 18386.4 21445.0 21457.4 18839.6 41926.7 39937.5 25443.9 41731.9 23133.6 21251.7 22774.4 38817.9 36357.6 76038.8 34579.8 45555.9 49377.8 38983.6 42070.2 50697.4 59400.6 67009.6 69556.6 78264.8 55158.8 54077.8 42473.2 31730.8 27806.4 16363.9 24559.3 19658.3 24001.2 17613.4 25766.4 56564.2 49882.3 34559.4 38246.5 60862.3 20285.8 31533.0 36811.8 Rhodobacteraceae 27388.2 17531.8 17993.7 10874.8 10654.1 9403.2 11970.7 13221.9 17880.3 15909.3 13308.2 12818.3 18100.8 13299.5 11091.4 20961.3 21815.7 11613.9 22555.5 24652.2 18751.8 24754.0 12282.7 13243.7 17100.9 13346.0 13453.4 15700.0 14449.7 12337.3 11528.0 30172.6 11964.6 12215.8 9398.2 9149.2 13761.3 29189.8 33989.4 27851.8 10126.6 17183.7 11794.0 10674.1 11610.5 12777.5 13511.1 16388.0 13379.3 13218.7 14732.4 8087.8 11198.5 10976.9 12214.8 10800.8 10920.1 14734.2 11765.2 52359.8 43806.8 41891.8 48754.6 42552.7 45048.5 27341.3 37474.8 37829.7 36583.5 38645.3 45114.4 35561.6 27959.2 30108.7 34924.1 37803.3 36811.8 Shewanellaceae 8373.6 7236.5 11091.7 10222.6 10773.0 22093.0 11785.6 13563.8 14047.3 20758.4 15963.7 21287.2 24504.3 33369.0 45305.6 34799.0 52318.0 62399.1 54375.5 47379.2 61295.2 46378.8 9549.0 11535.2 14360.6 14523.9 13864.3 16706.1 16552.1 16636.5 15691.7 23519.8 27370.8 23746.8 31064.9 29486.9 28552.6 9989.6 9014.8 7332.4 9038.9 8798.4 12825.4 11130.6 11650.5 11813.8 15218.9 2286.4 12669.9 13986.0 24016.6 23298.5 29257.5 40388.7 50867.0 37430.6 44898.2 42446.4 25908.7 4147.0 4369.3 4388.0 4796.3 3067.7 4541.6 5886.7 4775.8 2899.4 4694.6 3614.9 6163.6 9457.8 14166.0 19521.7 14944.7 9688.5 18245.8 Neisseriaceae 13487.6 12362.8 11663.0 11527.0 14046.9 17865.4 11996.3 11638.8 13954.5 22311.2 14162.6 12696.6 16555.5 19720.5 21132.3 32158.4 21157.3 19766.0 22445.9 22240.7 20516.5 24056.0 14029.2 15346.9 14737.7 14398.9 12660.8 11526.2 9777.7 17379.4 13412.4 17716.1 15005.1 18650.7 27758.6 23961.2 27608.5 7262.6 8716.1 8291.6 8171.5 9546.5 9012.8 12731.7 12003.7 15104.6 16572.2 7740.6 15067.8 15339.7 20212.4 27910.2 29156.6 18212.1 25759.4 27944.8 22866.8 23951.7 19181.5 8192.5 7900.2 9461.6 6529.5 5118.3 5564.9 5511.5 6544.7 4114.1 5754.7 8400.2 7921.4 9515.4 8689.6 14202.9 12726.9 9688.5 20806.7 Campylobacteraceae 2397.1 2408.6 3204.9 4685.7 5961.2 11067.6 5356.5 3685.4 3133.5 3827.9 10214.0 8123.9 5706.0 9484.1 12420.9 7880.9 10011.4 12223.8 9408.4 8359.3 10651.7 9492.1 10340.0 9873.9 8653.5 4817.2 6389.1 4223.5 16285.1 11594.4 12047.6 6199.4 9660.3 9939.2 10699.9 10601.9 10042.1 10001.3 18520.3 18522.9 14539.3 34289.5 11683.4 14262.1 14323.1 12235.0 13496.6 26159.5 15964.9 13247.6 16975.4 15423.9 14830.5 18034.0 20281.6 17018.3 19414.6 19556.3 22056.1 6022.0 11380.4 9420.5 4213.5 3003.1 3644.8 2402.3 5544.4 3600.8 6923.0 19415.2 18113.6 7902.6 27932.6 38601.4 9150.6 9552.7 6562.1 Clostridiaceae 627.6 527.6 882.5 1794.7 3202.6 1811.8 2924.1 3514.4 3176.3 7199.0 12130.5 8381.0 8567.0 6785.5 8204.7 12568.6 22172.7 19869.1 24801.4 13901.7 35389.2 14819.8 9175.6 11446.9 20047.5 3915.6 3003.8 3482.7 10178.2 7076.0 5736.3 8169.7 6494.1 5700.7 10582.8 7466.3 8325.5 1430.4 3829.9 3339.4 2340.6 11112.9 2603.1 6578.1 4932.1 11249.9 8351.2 30668.4 17588.9 10178.2 22997.1 11484.0 10996.8 35348.8 29044.2 31106.8 37078.0 24934.0 23411.9 2041.2 1575.0 1275.3 4811.2 6805.5 3449.3 2726.9 5428.5 3781.5 7160.9 13963.3 8479.7 11139.7 7526.8 10927.5 11574.8 10707.2 15044.8 Saprospiraceae 1518.4 879.3 1091.5 869.6 832.3 1053.4 1436.5 1361.4 2155.6 2457.8 2085.9 2543.4 3138.3 2613.4 3121.7 4933.3 5608.6 6966.6 5594.4 5400.6 6438.7 4757.7 1335.2 1107.6 1096.1 1474.1 1086.1 1321.2 1935.5 1936.5 2480.2 3355.3 2609.6 2332.1 2238.9 2834.1 3519.0 2849.2 1440.2 1712.3 1184.1 1714.5 1320.0 2507.8 1433.0 2662.6 2532.9 2618.5 5393.9 4669.2 5384.5 3971.9 4741.7 6198.0 6032.5 8306.1 11534.0 12114.8 4667.6 4710.4 2337.0 3195.0 13582.0 8169.9 9945.6 17010.8 15285.1 15986.5 45821.3 19689.3 27551.5 57460.8 33808.5 56942.0 32992.8 32393.2 52816.9 Moraxellaceae 2239.2 1961.0 3915.5 7368.6 10226.0 11488.9 7016.4 7358.2 11670.4 19371.8 16656.4 18716.8 19931.5 19588.7 15410.4 9559.5 12066.1 12000.5 8216.9 9139.5 12082.6 8282.3 9662.9 9720.7 13294.6 13464.4 8023.1 10818.6 14583.2 9049.0 13377.8 15506.8 13766.2 11666.7 13902.1 10799.3 9870.4 3227.2 3563.2 1882.8 2402.6 4605.7 3628.4 4128.2 3232.5 3990.3 6932.8 10001.4 5194.6 4575.1 5696.7 3950.6 3934.6 4187.1 3196.8 3655.1 6602.4 5486.9 2022.6 3020.2 1486.1 2002.0 2943.5 3931.5 2805.5 4602.6 2628.9 1923.3 8610.4 6140.9 6050.5 8397.9 6009.0 5760.9 5088.1 5251.7 2240.7 Sphingomonadaceae 11685.7 2573.8 3966.6 2488.6 2512.9 4199.5 5069.2 7402.5 8815.3 12978.2 9582.8 10430.5 14162.1 10267.4 11054.6 15413.9 16199.1 11845.9 12886.9 16059.9 21947.4 20868.7 1923.7 2262.3 2101.8 5205.5 4686.7 5887.5 4972.3 4506.2 5930.3 11038.6 5087.5 4213.8 5096.1 3952.4 5378.7 5553.0 3051.2 2302.0 1204.7 2119.7 1547.2 2449.9 3805.7 5032.5 5036.8 4023.6 4291.7 6623.8 7022.1 4451.8 5447.9 9831.5 7556.1 6256.2 8383.8 8086.4 4793.5 11554.4 7862.1 8981.7 3854.9 2599.5 3253.9 4104.8 4513.6 4952.9 6490.3 5192.7 7106.6 7372.7 5290.1 3666.7 5394.5 7289.0 5601.8 Bacteroidaceae 878.7 1097.7 1175.1 1563.5 2497.0 1334.3 1928.1 2089.7 2426.9 2789.9 6034.5 4004.5 5238.5 3505.2 2879.3 5936.3 6473.3 6777.7 7039.2 8349.1 11399.0 7875.2 3069.1 4141.6 3580.1 2277.0 2348.2 2255.5 4838.8 5906.8 3789.6 4781.5 4812.2 4263.2 3547.1 3957.9 4119.8 3994.7 5302.2 7304.0 3283.7 16934.4 3008.3 2694.2 3325.8 7352.4 4530.2 29263.4 7369.8 6095.4 7429.9 8263.8 9079.9 10156.0 12382.1 11177.9 12309.0 14992.2 21270.8 4294.8 5105.9 4100.0 6141.0 3640.9 3863.3 2496.1 5410.2 4338.3 10016.7 13304.0 7219.8 7188.4 3932.0 5159.4 7392.4 14397.0 7042.3 Fusobacteriaceae 1004.2 895.2 933.6 1161.0 1506.2 5646.1 1749.3 2089.7 1948.6 3005.8 3101.9 2989.8 5777.4 6227.1 7191.0 6427.6 5751.4 6219.3 9812.4 8784.8 6446.7 8189.3 1347.9 2344.7 1684.4 1908.4 2602.6 1382.0 7141.4 3605.0 1773.5 3099.7 3339.8 3177.3 4966.0 5755.9 6895.0 3442.3 4331.4 5470.9 1975.8 7278.7 2357.6 1819.7 2766.0 2983.8 3683.5 9005.1 2702.8 3800.5 4823.7 7762.6 6355.9 6083.4 6508.1 12435.0 9249.4 6737.0 77570.5 2355.2 4890.0 4662.3 3854.9 1695.3 2012.1 1204.7 4379.4 1113.5 3786.0 4763.1 4579.3 7096.2 3701.3 3724.6 3056.9 9122.6 3681.2 Cryomorphaceae 3413.4 2728.4 2889.0 2409.9 2203.7 2296.4 2604.8 2583.6 3012.2 2773.3 3355.9 3558.0 3962.5 4024.8 3327.4 4646.7 4712.2 5858.5 4587.8 5866.7 5294.1 6479.3 2689.4 2869.1 1875.5 2533.6 2211.2 2686.7 2769.8 2776.8 3727.2 6347.8 4195.7 3627.7 2518.8 2982.1 2918.2 5593.7 6987.8 5520.6 2795.0 4122.5 2695.2 2173.4 1906.2 2434.1 2518.4 9963.1 3042.9 3539.9 3925.2 2767.0 2421.3 4619.8 4042.2 3906.5 4629.7 4911.4 3571.1 7601.4 8179.6 10298.1 8606.4 17938.2 11762.3 4941.6 8295.2 15249.0 7355.6 11800.3 11550.2 9861.0 9062.3 5275.4 3589.6 7175.8 5121.6 Chitinophagaceae 3429.6 2701.7 2322.4 2206.4 1918.4 1811.8 2879.4 2697.6 4325.5 4259.6 3771.6 3294.2 4477.7 5048.4 3790.2 6939.3 8131.3 6081.8 6751.6 9413.0 9848.9 12283.9 2733.7 2527.4 1749.8 2954.8 2455.8 4046.6 2469.5 3440.6 4101.3 7155.7 3698.9 3812.8 3436.5 3212.4 2431.8 5599.6 6646.4 8220.5 2925.8 5759.1 2836.4 2398.5 3885.7 3048.0 3676.3 4649.4 3031.2 3518.2 4288.5 3145.6 4943.5 4804.4 3734.0 3365.0 4297.6 5675.4 4763.9 5329.3 5283.7 5608.4 6649.0 12779.5 5909.9 3809.0 5703.0 9761.1 6836.4 10326.2 9234.1 9446.2 5698.4 4065.2 5441.1 8194.5 1440.5 Rhodocyclaceae 2214.9 1822.5 2368.8 2507.1 1688.5 1523.9 1666.3 1937.7 3397.6 2939.4 3840.8 3226.6 4097.3 5180.2 3261.3 6243.3 5481.7 5944.4 7970.4 10618.8 8235.2 11841.9 1594.7 1679.0 1423.0 2599.4 2133.0 2133.9 1268.1 3538.0 3470.9 6809.5 3040.5 4355.7 3364.9 4155.2 4034.0 3058.5 1845.6 2209.7 1721.0 2883.4 1547.2 1581.8 2106.1 2262.8 2844.1 9745.9 3523.6 3206.9 3657.6 4062.6 3934.6 3913.5 5354.4 4738.1 5364.4 14238.1 5993.7 3029.5 3619.9 4278.3 3257.3 1259.4 2046.6 2034.4 1372.4 2017.3 3872.5 2511.2 3342.1 4734.6 5165.8 3007.2 4195.7 4255.7 8162.6 Prevotellaceae 247.0 314.4 176.5 749.3 1426.9 463.5 466.1 930.9 521.1 1544.4 3432.9 2435.1 3074.9 1372.6 1579.2 2579.2 3204.9 3530.6 3040.3 5106.7 9038.1 3803.8 1765.5 2574.5 1563.8 1250.4 1320.9 928.7 4738.7 6095.6 3838.1 2473.2 1640.0 2239.6 1614.1 1852.9 972.7 1081.5 1845.6 2366.0 1025.7 14464.0 1013.0 874.5 1266.4 2576.9 1584.9 20628.7 4848.7 3018.7 2791.0 3140.2 3127.5 6242.5 5891.6 4022.5 6149.5 7153.8 17410.8 1108.3 2019.5 1193.0 3361.9 1259.4 1391.2 1002.8 3092.4 1460.6 4737.9 6163.1 5560.1 5276.1 2219.0 1601.4 5620.9 14125.3 12003.8 Xanthomonadaceae 7195.3 2712.4 3288.5 1147.1 990.9 941.0 2617.6 1747.7 7023.7 3105.5 3579.1 2205.2 4081.4 5552.5 2607.6 6898.4 7425.3 2327.9 6614.6 11155.8 10270.2 16785.7 1404.8 1243.1 784.4 3145.6 2142.8 2703.3 2336.0 2539.3 3484.7 9637.1 2328.3 2838.0 1776.8 2762.9 2689.3 1465.3 810.8 625.2 337.3 927.4 564.8 463.0 279.9 492.5 680.3 1315.6 709.4 716.7 1159.7 506.5 1210.7 509.1 669.3 1102.3 925.9 2053.9 1822.6 5347.7 3302.3 3894.4 2330.9 1566.2 1540.7 995.5 646.5 2559.6 1168.2 1807.4 2519.8 1532.1 1650.9 1000.0 1798.2 2195.8 960.3 Bacteriovoracaceae 728.8 788.7 938.2 740.1 650.0 723.3 1123.7 1652.7 1927.2 3171.9 1855.0 2367.5 4065.6 2163.6 2284.4 6673.2 5378.6 6021.7 6416.1 6403.7 7496.0 9678.2 1234.0 1325.5 854.8 1842.6 1741.6 1249.4 2235.9 2234.8 1697.3 4888.6 4129.9 3670.9 3221.7 3650.9 3976.8 843.1 1525.6 1385.5 550.7 1013.1 650.8 745.9 1026.4 1199.2 1577.6 1290.1 1149.1 1744.6 2179.3 1983.3 3329.3 3429.9 3707.6 2475.4 4448.6 3294.1 3185.8 665.0 1638.5 1563.2 1748.2 581.3 563.4 916.2 1329.7 723.0 1471.1 1696.3 2753.6 2903.0 1917.2 1565.2 1165.5 3169.1 480.2 Microbacteriaceae 2943.7 1843.8 2173.7 2756.9 1759.8 2015.5 4041.3 3647.4 2127.1 2773.3 1616.4 1440.8 1608.8 1760.3 1997.9 2620.2 5283.4 3023.7 1752.9 1550.3 2019.1 2059.0 3126.0 2945.7 2418.6 2217.7 2485.2 4499.9 1635.2 1211.8 1441.0 2143.4 1532.2 1196.9 1750.8 1529.4 1173.0 2261.9 2485.7 3154.6 1246.0 2415.9 1307.7 2803.6 1632.9 3897.5 1671.7 600.3 1624.0 1751.9 1522.9 1407.5 1210.7 3379.0 3311.3 1682.5 865.6 1537.9 585.3 4313.3 3111.8 3236.2 1001.1 476.3 1103.8 1882.9 2726.4 1908.8 584.1 755.6 1342.9 1693.4 976.4 1333.3 479.5 611.2 320.1 Prolixibacteraceae 283.4 474.3 445.9 735.5 539.0 526.7 434.1 766.2 856.5 1096.0 1046.8 1305.5 2020.9 1403.6 1270.7 2354.0 1777.0 3616.5 2547.2 2745.9 3489.6 2896.5 734.1 801.2 648.6 1105.6 763.2 630.2 767.5 1132.6 1447.9 2333.0 2424.0 1943.4 2024.1 1666.5 658.0 726.8 1429.6 1982.3 1025.7 1644.3 1197.2 733.0 913.1 928.0 1353.3 1839.3 1295.7 1882.2 2147.4 1978.0 2522.2 2869.9 3522.6 2407.7 5052.4 8820.7 2600.5 1126.8 889.1 1206.7 836.7 2066.7 2161.6 728.6 1116.2 2530.7 1233.2 3659.3 2097.3 1474.5 1473.4 1159.4 752.6 2082.6 800.3 Caulobacteraceae 886.8 458.3 631.7 578.2 816.5 772.5 1225.8 2032.7 1998.6 3271.5 1908.9 2705.7 2567.7 1597.5 1498.4 2354.0 3355.7 2362.3 2595.2 2482.4 5198.7 3373.4 626.5 447.7 412.3 1704.4 645.8 613.6 1802.0 889.1 831.3 2069.2 855.9 666.3 917.7 685.2 1230.2 1575.8 1194.9 1094.2 289.1 802.7 644.6 1028.8 1053.1 1841.7 1490.8 753.6 1325.0 1556.4 1860.7 1146.3 2017.8 2201.7 2122.4 1605.1 1912.3 2351.5 1052.1 1200.7 482.7 685.6 1524.0 484.4 770.4 3188.6 2555.7 1858.2 2725.9 2311.2 2135.0 2718.7 1082.9 1000.0 1851.4 1901.5 1440.5 Bdellovibrionaceae 542.6 650.1 552.7 596.7 459.8 477.5 753.4 1266.5 985.0 2100.8 1077.6 1806.1 2448.8 1488.9 1256.0 2783.9 3649.2 4114.7 3636.0 4286.0 5500.8 4117.9 898.6 824.8 477.7 1072.7 1154.5 851.3 1868.8 1059.6 1205.5 2093.9 1861.4 1709.0 1770.3 2225.6 2460.4 569.8 714.8 838.4 268.5 701.4 417.5 360.1 659.8 328.4 977.0 1187.9 486.6 767.3 1140.6 1013.0 706.2 2239.9 2351.4 1363.4 3200.5 2480.5 2437.5 554.2 927.2 822.8 1045.9 1525.8 839.3 396.8 884.4 1229.2 865.4 1466.7 1471.1 1463.0 1482.3 884.1 945.7 1856.2 320.1 Holophagaceae 368.5 362.4 366.9 615.2 491.5 330.1 510.8 582.6 927.9 1129.3 661.9 872.6 1315.6 946.1 771.3 1801.4 1277.2 1829.7 1657.1 1996.1 2782.2 2501.0 512.6 624.5 427.4 704.2 675.1 480.9 967.8 1114.4 859.1 1566.3 1053.4 1036.5 735.5 1233.4 944.1 1610.7 2283.0 2103.1 688.4 2267.8 571.0 604.4 639.8 820.9 933.5 1175.1 897.0 1158.3 1217.1 1007.6 504.4 1291.8 1400.3 1498.8 2606.7 2688.9 4060.0 1874.9 2438.7 2783.6 1673.5 4117.2 2817.0 483.3 1085.7 2465.6 1536.0 5548.3 2738.5 1440.0 1136.1 1333.3 1438.5 2308.9 1440.5 Sphingobacteriaceae 1708.7 927.2 1207.6 684.6 753.1 969.1 772.5 854.9 935.1 1992.8 1932.0 1319.0 1109.5 729.0 1123.8 1023.5 920.2 704.4 636.8 1530.0 3338.6 1267.9 848.0 807.1 879.9 1618.9 1673.1 2377.1 800.9 992.6 1302.4 1038.7 1328.7 876.1 657.4 849.7 1459.1 2198.0 1995.0 1051.5 605.8 748.1 337.7 514.4 506.5 678.1 694.7 1673.3 404.5 492.3 815.6 543.8 605.3 674.5 405.1 599.5 885.7 833.4 3111.7 2697.0 2426.0 2440.8 1583.8 1251.3 804.8 692.6 841.7 918.3 757.2 659.3 1131.6 852.5 461.5 478.3 892.4 588.6 160.1 Methylophilaceae 413.0 447.6 478.4 342.3 222.0 245.8 395.8 354.6 513.9 631.1 777.4 771.1 903.5 604.9 587.6 1166.8 1269.3 790.3 1184.6 1418.5 1907.8 1989.2 398.7 282.8 201.1 717.3 391.4 387.0 967.8 462.8 353.3 1335.5 814.0 777.4 937.2 487.9 743.9 296.5 266.7 227.4 185.9 218.2 644.6 1414.6 3205.9 2512.7 2742.7 728.1 2491.8 3807.8 4033.6 3369.5 3732.8 6382.5 5882.8 3742.1 3643.4 3264.3 577.9 110.8 101.6 41.1 164.4 56.5 80.5 151.5 79.3 36.2 129.8 125.9 98.1 172.8 239.7 173.9 259.7 135.8 480.2 Rhodospirillaceae 356.3 357.0 538.8 504.2 570.8 681.2 715.1 563.6 1070.7 2250.2 1662.6 1643.7 1806.9 1279.5 2203.6 2169.8 2990.7 2886.3 2191.2 2664.8 4570.7 4594.8 683.4 648.0 568.2 993.7 763.2 923.2 1535.1 1327.5 1205.5 2629.8 1699.8 1894.1 1470.9 1343.1 2832.4 494.2 426.7 298.4 206.5 366.3 202.6 250.8 373.2 249.8 361.8 242.7 580.4 600.8 758.3 799.7 201.8 1018.1 986.3 918.6 1469.4 1359.3 511.2 295.6 457.2 671.9 836.7 161.5 287.4 353.5 561.1 318.1 519.2 600.0 829.9 760.3 736.7 601.4 452.9 1131.8 800.3 Thiotrichaceae 226.8 170.5 125.4 346.9 158.5 203.7 223.5 240.6 428.3 531.4 392.5 351.7 903.5 604.9 565.6 1125.8 745.7 1005.1 1170.9 1641.5 1383.1 1372.6 189.8 282.8 261.5 368.5 283.7 342.7 200.2 438.4 408.7 1145.9 460.9 524.4 462.1 564.6 143.0 69.8 160.0 177.6 103.3 163.7 331.5 315.1 346.6 271.3 412.5 153.3 428.0 456.1 675.4 618.4 403.6 992.7 854.2 1411.7 805.2 1379.2 1037.2 129.3 114.3 123.4 1165.4 282.6 390.9 851.3 451.4 701.4 1730.7 718.5 1976.6 2407.6 2680.5 1543.5 4761.8 3780.3 3841.2 Sinobacteraceae 404.9 245.1 571.3 305.3 237.8 189.6 415.0 569.9 1434.7 1253.8 900.6 1136.4 1466.1 1388.1 903.5 2415.5 3189.1 1529.1 2937.6 3394.4 3028.6 5432.4 215.2 294.6 221.2 644.9 401.2 735.2 367.1 736.8 1371.7 3157.4 1191.1 943.9 787.5 1096.4 400.5 668.7 149.4 113.7 96.4 272.8 79.8 128.6 166.6 257.0 224.3 127.7 199.3 412.6 560.7 410.5 504.4 776.3 730.9 493.1 855.5 833.4 407.5 120.1 127.0 123.4 373.5 104.9 103.5 288.6 250.1 318.1 281.2 429.6 279.1 403.2 186.4 282.6 246.4 430.1 160.1 Enterobacteriaceae 206.5 207.8 236.9 212.8 285.4 287.9 383.1 316.6 799.4 1801.8 1400.9 1616.7 1379.0 1077.9 1329.5 1392.0 2102.2 1726.6 1698.2 2887.7 4856.9 3838.7 316.4 329.9 377.1 1013.5 909.9 1525.8 267.0 1284.9 1260.9 1772.4 1442.5 1018.0 1060.9 1206.0 743.9 104.7 74.7 42.6 117.0 140.3 79.8 122.2 246.6 171.3 246.1 12.8 351.8 470.5 675.4 527.8 605.3 763.6 449.1 647.9 1167.5 1190.6 207.4 267.8 165.1 109.7 194.2 40.4 161.0 180.4 122.0 65.1 216.3 140.7 218.8 230.4 221.9 275.4 399.6 249.0 1440.5 Nitrospiraceae 170.1 277.1 408.7 300.7 340.9 217.7 517.1 702.9 806.6 1179.1 846.7 919.9 1386.9 977.1 705.1 1760.4 2245.0 1348.7 2095.3 2695.2 2798.1 3571.2 348.0 483.1 316.8 644.9 743.6 657.9 934.4 779.5 928.3 2052.7 1029.5 1129.0 924.2 1227.9 1716.6 250.0 224.0 447.6 179.0 342.9 110.5 96.5 306.6 142.8 419.7 102.2 152.4 362.0 344.1 613.1 201.8 649.1 968.7 299.8 835.4 823.5 333.4 184.7 228.6 246.8 358.6 218.0 275.9 108.2 402.6 564.0 302.9 666.7 497.9 506.9 230.8 297.1 233.1 407.5 1920.6 Acetobacteraceae 352.3 325.1 343.7 217.4 237.8 154.5 229.8 266.0 1042.1 672.6 831.3 649.4 752.9 1240.8 653.7 2067.5 1792.9 1254.2 1759.8 3090.4 2114.5 3966.7 253.1 276.9 155.9 677.8 518.6 552.8 567.3 347.1 817.5 1450.9 760.1 555.3 384.0 526.3 715.2 197.7 426.7 213.2 192.8 444.2 147.3 70.7 120.0 114.2 296.7 434.3 340.1 173.7 548.0 309.2 0.0 375.4 590.0 551.2 704.5 1210.5 666.8 184.7 571.6 479.9 567.8 314.8 253.0 151.5 286.7 549.5 454.3 696.3 656.3 541.4 257.4 202.9 506.1 1086.6 1600.5 Alteromonadaceae 113.4 415.6 497.0 83.3 166.5 112.4 408.6 304.0 1541.8 357.0 700.4 87.9 681.6 1737.1 690.5 2681.6 1951.5 678.6 2013.1 4205.0 3100.1 6618.9 272.1 117.8 45.3 612.0 244.6 315.1 433.8 383.6 900.6 4105.5 682.3 475.1 605.3 564.6 600.8 29.1 53.3 42.6 68.8 46.8 98.2 90.0 33.3 42.8 137.5 127.7 211.1 86.9 337.7 64.0 807.1 140.0 158.5 222.4 251.6 1131.1 66.7 92.4 63.5 13.7 149.4 104.9 103.5 43.3 6.1 180.8 129.8 111.1 241.4 69.1 195.3 65.2 346.3 226.4 320.1 Rhizobiaceae 307.7 319.7 436.6 439.4 451.8 323.0 287.3 468.6 820.9 1361.8 839.0 1204.0 1172.9 666.9 426.0 757.4 1182.0 970.7 712.1 1317.2 2186.0 2012.4 354.4 453.6 563.2 927.9 900.2 978.5 1401.6 864.7 1260.9 1030.5 1173.1 740.4 820.1 515.3 114.4 296.5 362.7 312.6 110.1 272.8 128.9 263.6 406.6 299.8 448.7 204.4 445.6 492.3 681.8 351.9 302.7 458.2 563.6 454.5 835.4 436.6 829.8 471.0 190.5 438.8 268.9 226.0 310.4 339.1 250.1 253.1 259.6 437.0 339.5 426.2 310.7 289.9 153.2 203.7 1120.4 Erythrobacteraceae 1182.3 218.5 250.8 171.1 237.8 203.7 255.4 322.9 449.7 548.0 407.9 676.4 951.0 589.4 536.2 1044.0 1150.3 953.5 664.2 1479.3 1295.7 2035.7 189.8 153.2 171.0 414.6 391.4 475.4 333.7 280.1 394.9 931.6 478.8 524.4 676.9 367.3 343.3 494.2 234.7 227.4 117.0 116.9 141.2 225.1 173.3 435.4 369.1 740.8 345.9 463.3 726.4 362.5 201.8 642.7 783.8 812.2 573.7 932.7 392.7 932.9 800.2 1083.3 268.9 88.8 149.5 274.1 366.0 390.4 302.9 466.7 633.7 622.1 461.5 413.0 159.8 384.8 320.1 Opitutaceae 234.8 138.5 199.7 194.3 206.1 217.7 325.6 360.9 292.7 498.2 515.7 629.1 951.0 566.1 514.2 941.6 912.3 970.7 924.4 1165.2 1407.0 1593.7 246.8 282.8 201.1 513.3 440.3 425.7 734.2 621.1 547.3 1022.2 903.8 617.0 781.0 723.6 1173.0 157.0 245.4 284.2 68.8 187.0 110.5 115.7 100.0 235.6 180.9 306.6 134.8 275.1 293.1 287.9 201.8 566.3 440.3 386.8 654.2 1141.0 259.3 203.2 393.7 356.5 254.0 282.6 287.4 137.1 207.4 282.0 194.7 400.0 347.0 311.0 177.5 268.1 133.2 407.5 480.2 Methylococcaceae 113.4 138.5 255.5 148.0 95.1 91.3 415.0 253.3 592.4 589.5 561.9 378.8 626.1 682.4 521.5 1514.8 1578.7 1005.1 1307.9 2137.9 2297.3 3675.9 316.4 194.4 251.4 434.3 352.2 337.2 467.2 651.6 928.3 1442.7 676.3 672.5 475.1 783.9 801.1 29.1 64.0 71.1 27.5 54.6 92.1 115.7 106.6 164.2 123.0 12.8 140.7 79.6 344.1 229.3 201.8 280.0 546.0 174.1 593.8 635.0 81.5 18.5 63.5 27.4 59.8 24.2 34.5 173.1 48.8 50.6 64.9 51.9 67.9 80.6 204.1 166.7 173.2 45.3 160.1 Burkholderiaceae 242.9 165.2 292.6 291.4 436.0 287.9 415.0 316.6 371.2 572.9 292.5 541.1 958.9 418.8 499.5 757.4 579.1 764.5 910.7 1084.2 1605.7 1640.2 379.7 335.8 301.7 427.8 362.0 403.6 400.5 584.6 595.8 733.7 616.5 654.0 579.3 411.1 486.4 104.7 170.7 106.6 179.0 257.2 264.0 289.4 406.6 306.9 296.7 63.9 293.1 412.6 528.9 437.2 807.1 655.4 510.8 589.8 764.9 962.4 259.3 138.5 203.2 246.8 104.6 250.3 138.0 288.6 372.1 195.2 194.7 185.2 188.6 230.4 372.8 173.9 206.5 203.7 0.0 Cyclobacteriaceae 145.8 234.5 148.6 171.1 63.4 119.4 255.4 234.3 556.8 141.2 431.0 412.6 499.3 426.5 301.2 1084.9 579.1 532.6 636.8 1327.3 1216.2 1384.3 221.5 153.2 125.7 309.3 215.3 138.2 166.9 219.2 429.5 1129.4 395.0 444.2 384.0 487.9 286.1 110.5 202.7 234.5 234.1 311.7 171.9 199.3 120.0 192.7 318.4 191.6 428.0 441.6 369.6 410.5 0.0 324.5 493.2 396.4 714.6 605.2 407.5 230.9 215.9 246.8 239.1 476.3 402.4 137.1 176.9 426.6 367.8 348.2 482.8 311.0 204.1 297.1 259.7 384.8 0.0 Labilitrichaceae 52.6 63.9 46.4 37.0 47.6 14.0 38.3 44.3 107.1 99.6 61.6 115.0 229.8 93.1 66.1 143.3 261.8 189.0 198.6 314.1 302.1 407.1 38.0 47.1 5.0 59.2 68.5 33.2 66.7 36.5 55.4 115.4 53.9 67.9 45.6 257.6 0.0 203.5 64.0 120.8 62.0 39.0 159.6 57.9 46.7 50.0 79.6 76.6 158.3 224.4 223.0 223.9 302.7 388.2 510.8 261.1 483.1 476.3 674.2 212.4 88.9 13.7 1120.6 104.9 321.9 165.9 244.0 701.4 1298.1 1140.8 1961.5 1992.9 1517.8 710.1 659.3 2648.5 1760.6 Ruminococcaceae 76.9 95.9 69.7 115.6 126.8 56.2 114.9 158.3 92.8 373.7 431.0 263.8 348.7 310.2 154.3 675.5 642.6 592.7 561.5 415.4 1637.5 849.2 75.9 106.0 110.6 26.3 156.5 281.9 133.5 213.1 159.3 387.5 281.3 314.6 227.8 279.6 343.3 133.7 277.4 234.5 41.3 210.4 86.0 77.2 120.0 207.0 108.6 115.0 269.7 130.3 490.7 117.3 302.7 413.6 528.4 551.2 382.5 456.4 644.6 369.4 190.5 219.4 343.7 161.5 69.0 50.5 183.0 238.6 238.0 459.3 188.6 195.8 124.3 268.1 166.5 339.6 480.2 Reyranella_incertae_sedis_family 81.0 21.3 134.7 106.4 39.6 35.1 76.6 164.6 278.4 465.0 300.2 399.1 515.1 341.2 418.7 1207.7 753.6 764.5 671.0 810.6 1295.7 1442.4 170.9 182.6 85.5 177.7 215.3 315.1 267.0 371.5 159.3 676.0 550.6 431.9 344.9 274.1 686.6 98.8 74.7 127.9 6.9 77.9 49.1 0.0 66.7 135.6 137.5 115.0 187.6 123.1 172.0 202.6 100.9 210.0 88.1 319.1 483.1 347.3 118.5 129.3 139.7 96.0 134.5 48.4 46.0 165.9 128.1 50.6 108.2 251.9 188.6 265.0 106.5 108.7 113.2 203.7 0.0 Verrucomicrobiaceae 182.2 154.5 125.4 74.0 55.5 98.3 172.4 114.0 356.9 141.2 100.1 67.6 261.5 465.3 139.6 675.5 785.4 128.9 445.1 709.3 683.6 1651.8 88.6 147.3 50.3 164.5 68.5 138.2 333.7 115.7 194.0 799.7 143.6 117.2 201.8 186.4 57.2 133.7 53.3 113.7 55.1 124.7 79.8 6.4 33.3 42.8 86.8 255.5 111.4 65.2 184.8 58.6 0.0 127.3 114.5 116.0 221.4 287.7 326.0 360.2 444.5 438.8 448.2 185.7 172.5 72.1 128.1 347.1 367.8 392.6 565.8 564.5 319.5 304.3 286.4 679.1 320.1 Polyangiaceae 81.0 58.6 130.1 60.1 95.1 14.0 102.2 139.3 442.5 215.9 169.3 128.5 269.5 186.1 183.6 614.1 595.0 627.1 424.5 749.8 341.8 825.9 63.3 35.3 20.1 98.7 58.7 94.0 267.0 158.3 117.8 305.0 167.6 123.4 110.6 191.9 28.6 34.9 42.7 63.9 55.1 93.5 61.4 25.7 86.6 35.7 115.8 76.6 129.0 202.7 286.7 303.9 0.0 216.4 317.0 425.5 694.5 873.1 326.0 120.1 76.2 54.9 268.9 56.5 57.5 50.5 24.4 86.8 389.4 237.0 565.8 529.9 745.6 289.9 412.9 1539.3 640.2 Rickettsiaceae 44.5 53.3 55.7 106.4 23.8 119.4 236.2 259.6 328.3 257.4 292.5 182.6 570.6 403.3 183.6 634.6 714.0 567.0 513.6 1013.2 1454.7 1140.0 113.9 82.5 105.6 605.4 185.9 591.5 400.5 231.4 214.8 783.2 269.3 228.3 292.9 169.9 1030.0 40.7 64.0 35.5 27.5 85.7 61.4 25.7 40.0 50.0 108.6 89.4 46.9 94.1 325.0 112.0 302.7 152.7 405.1 174.1 241.6 99.2 214.9 36.9 88.9 13.7 104.6 32.3 23.0 36.1 24.4 72.3 108.2 111.1 150.9 172.8 115.4 94.2 226.4 158.5 0.0 Spirochaetaceae 52.6 10.7 65.0 64.8 63.4 105.3 95.8 234.3 164.2 398.6 169.3 202.9 317.0 162.9 95.5 266.1 476.0 352.2 198.6 253.3 604.1 500.2 101.2 170.8 110.6 138.2 137.0 182.4 300.3 255.8 131.6 305.0 311.2 253.0 117.2 235.7 343.3 284.9 138.7 291.3 82.6 428.6 128.9 45.0 166.6 57.1 36.2 332.1 152.4 108.6 127.4 96.0 100.9 235.4 413.9 154.7 372.4 1508.1 659.4 166.3 241.3 205.7 194.2 395.6 298.9 7.2 298.9 368.8 86.5 540.8 362.1 345.6 88.8 173.9 59.9 701.7 0.0 Chryseolinea_incertae_sedis_family 141.7 143.9 153.3 124.9 63.4 0.0 300.1 215.3 756.6 224.2 254.0 257.0 285.3 356.7 205.7 777.9 602.9 292.1 458.8 1540.1 1025.4 2000.8 120.2 153.2 50.3 381.7 156.5 337.2 66.7 182.7 547.3 832.6 472.8 413.4 201.8 279.6 85.8 58.1 117.4 42.6 20.7 31.2 79.8 77.2 26.7 50.0 94.1 63.9 93.8 101.3 70.1 48.0 0.0 127.3 88.1 9.7 60.4 198.4 29.6 147.8 101.6 164.6 59.8 201.8 184.0 28.9 48.8 122.9 129.8 192.6 181.1 138.2 115.4 43.5 166.5 181.1 0.0 Phyllobacteriaceae 89.1 79.9 88.3 9.3 39.6 351.1 172.4 76.0 385.4 332.1 307.9 202.9 309.1 775.5 536.2 593.6 674.3 206.2 739.5 901.8 691.6 814.3 82.3 117.8 90.5 177.7 117.4 82.9 500.6 182.7 256.3 750.2 185.5 178.9 286.4 169.9 171.7 87.2 85.3 78.2 20.7 31.2 18.4 32.2 60.0 64.2 0.0 25.5 46.9 65.2 31.9 64.0 706.2 70.0 52.8 125.7 241.6 89.3 51.9 101.6 114.3 150.8 134.5 32.3 34.5 0.0 85.4 86.8 43.3 163.0 226.3 92.2 35.5 79.7 73.3 67.9 0.0 Flammeovirgaceae 170.1 85.3 83.6 78.6 47.6 147.5 268.1 120.3 142.8 83.0 138.5 230.0 206.1 186.1 183.6 225.2 206.3 335.0 390.3 374.9 214.6 418.8 126.6 100.2 75.4 217.2 195.7 116.1 100.1 103.5 242.5 173.1 167.6 271.5 188.7 164.5 371.9 110.5 170.7 163.4 82.6 54.6 73.7 70.7 86.6 42.8 173.7 1864.9 52.8 130.3 159.3 159.9 403.6 203.6 255.4 67.7 291.9 258.0 407.5 101.6 190.5 246.8 119.5 56.5 69.0 303.0 250.1 101.2 151.4 214.8 339.5 483.8 124.3 87.0 53.3 67.9 0.0 Gracilibacteraceae 36.4 42.6 46.4 78.6 126.8 63.2 166.0 50.7 114.2 132.9 277.1 108.2 87.2 116.3 205.7 245.6 595.0 395.1 397.2 405.3 500.8 255.9 88.6 47.1 186.0 111.9 88.1 94.0 333.7 158.3 69.3 230.8 197.5 209.8 169.2 208.3 0.0 116.3 256.0 120.8 130.8 249.4 61.4 160.8 140.0 85.7 137.5 51.1 181.8 152.0 254.9 234.6 0.0 286.4 361.1 270.7 412.6 337.3 266.7 267.8 165.1 205.7 179.3 274.5 57.5 129.9 213.5 65.1 194.7 281.5 173.5 149.8 230.8 260.9 273.1 158.5 480.2 Hyphomicrobiaceae 60.7 58.6 111.5 64.8 111.0 14.0 134.1 76.0 314.1 357.0 184.7 263.8 340.8 333.5 359.9 552.7 555.3 197.6 219.1 962.6 707.5 1291.2 113.9 58.9 100.6 283.0 215.3 232.2 500.6 255.8 221.7 535.9 209.5 215.9 188.7 120.6 171.7 29.1 32.0 42.6 20.7 70.1 30.7 70.7 40.0 50.0 28.9 76.6 93.8 14.5 108.3 37.3 0.0 101.8 114.5 96.7 231.5 89.3 163.0 110.8 76.2 54.9 119.5 48.4 23.0 7.2 54.9 14.5 43.3 259.3 75.4 57.6 17.8 65.2 126.5 113.2 0.0 Lachnospiraceae 48.6 16.0 69.7 27.8 95.1 77.2 108.5 95.0 50.0 174.4 246.3 169.1 126.8 240.4 235.0 122.8 134.9 558.4 328.7 577.5 516.7 186.1 57.0 70.7 90.5 92.1 97.8 143.7 200.2 207.0 173.2 131.9 83.8 135.7 201.8 115.1 400.5 75.6 32.0 99.5 62.0 93.5 24.6 25.7 46.7 78.5 144.7 191.6 134.8 94.1 184.8 80.0 0.0 286.4 255.4 319.1 624.0 446.5 992.8 92.4 50.8 82.3 134.5 24.2 34.5 43.3 54.9 28.9 367.8 74.1 90.5 149.8 221.9 72.5 179.8 135.8 480.2 Gemmatimonadaceae 149.8 42.6 60.4 60.1 7.9 7.0 38.3 82.3 285.5 307.2 177.0 338.2 221.9 263.7 220.4 429.9 396.6 713.0 458.8 1104.4 341.8 732.8 63.3 64.8 30.2 184.3 68.5 165.8 33.4 103.5 249.4 494.6 341.2 178.9 156.2 268.6 143.0 17.4 10.7 63.9 34.4 85.7 18.4 19.3 40.0 35.7 79.6 76.6 70.4 43.4 108.3 154.6 0.0 44.5 176.1 48.3 10.1 347.3 126.0 110.8 88.9 68.6 104.6 0.0 46.0 43.3 42.7 14.5 21.6 74.1 128.3 138.2 35.5 65.2 226.4 67.9 640.2 Nitrosomonadaceae 60.7 42.6 41.8 41.6 39.6 28.1 70.2 101.3 199.9 215.9 177.0 169.1 229.8 170.6 235.0 409.4 745.7 687.2 1075.0 759.9 938.0 1151.6 101.2 70.7 115.6 157.9 97.8 55.3 100.1 134.0 228.6 272.0 203.5 271.5 318.9 350.8 0.0 17.4 32.0 28.4 0.0 23.4 12.3 38.6 13.3 64.2 50.7 0.0 29.3 43.4 102.0 128.0 201.8 165.4 149.7 299.8 130.8 148.8 29.6 27.7 12.7 13.7 44.8 16.1 0.0 14.4 12.2 36.2 43.3 44.4 37.7 11.5 79.9 79.7 93.2 0.0 0.0 Sandaracinaceae 68.8 10.7 9.3 9.3 7.9 35.1 44.7 63.3 157.0 132.9 123.2 33.8 47.6 100.8 80.8 102.3 79.3 34.4 13.7 141.9 39.7 372.2 44.3 17.7 40.2 32.9 58.7 27.6 0.0 73.1 221.7 173.1 95.8 92.5 45.6 21.9 371.9 46.5 0.0 71.1 6.9 93.5 18.4 6.4 13.3 7.1 7.2 63.9 29.3 43.4 44.6 42.7 0.0 19.1 79.3 96.7 130.8 119.1 400.1 55.4 101.6 123.4 358.6 32.3 195.5 93.8 73.2 260.3 649.0 363.0 618.6 645.1 266.3 159.4 472.8 1245.0 960.3 Halomonadaceae 28.3 0.0 18.6 0.0 0.0 0.0 12.8 12.7 64.2 0.0 7.7 27.1 118.9 62.0 22.0 225.2 119.0 266.3 212.3 172.3 325.9 139.6 12.7 11.8 15.1 6.6 19.6 11.1 33.4 54.8 27.7 82.4 47.9 111.1 117.2 21.9 200.3 0.0 0.0 0.0 13.8 0.0 6.1 57.9 53.3 21.4 101.3 0.0 175.9 260.6 299.5 85.3 100.9 400.9 757.4 647.9 795.1 674.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 173.1 0.0 0.0 0.0 0.0 7.5 34.6 940.9 804.3 1172.1 45.3 0.0 Deinococcaceae 89.1 58.6 37.2 32.4 47.6 49.2 121.3 120.3 85.7 166.1 38.5 169.1 95.1 85.3 264.4 204.7 182.5 85.9 280.7 162.1 151.0 139.6 82.3 271.0 20.1 26.3 19.6 94.0 33.4 54.8 76.2 90.7 107.7 43.2 0.0 43.9 0.0 157.0 416.1 220.3 41.3 101.3 24.6 83.6 200.0 178.5 159.2 191.6 76.2 65.2 31.9 26.7 0.0 50.9 26.4 125.7 20.1 129.0 281.5 277.1 88.9 246.8 209.2 64.6 149.5 101.0 176.9 723.0 129.8 333.3 218.8 253.4 62.1 36.2 79.9 158.5 0.0 Veillonellaceae 16.2 16.0 27.9 18.5 39.6 77.2 12.8 76.0 42.8 83.0 100.1 67.6 95.1 124.1 80.8 122.8 103.1 60.1 219.1 141.9 222.6 255.9 107.6 70.7 206.2 46.1 29.4 27.6 33.4 146.1 76.2 90.7 113.7 111.1 143.2 82.2 28.6 145.4 138.7 127.9 34.4 210.4 24.6 96.5 40.0 249.8 86.8 970.8 170.0 173.7 140.2 149.3 0.0 248.2 149.7 212.7 171.1 248.1 318.6 277.1 215.9 137.1 119.5 16.1 92.0 28.9 61.0 14.5 86.5 133.3 105.6 195.8 17.8 123.2 86.6 226.4 0.0 Geobacteraceae 20.2 21.3 65.0 13.9 39.6 84.3 31.9 50.7 92.8 215.9 177.0 101.5 142.7 224.9 58.8 122.8 285.6 154.6 328.7 233.0 214.6 779.4 6.3 29.5 25.1 79.0 19.6 44.2 166.9 127.9 297.9 412.2 125.7 166.6 162.7 142.5 343.3 58.1 96.0 28.4 20.7 93.5 30.7 25.7 60.0 35.7 79.6 38.3 64.5 72.4 127.4 58.6 100.9 63.6 79.3 87.0 80.5 287.7 266.7 18.5 76.2 41.1 74.7 0.0 23.0 21.6 24.4 43.4 129.8 103.7 30.2 184.3 17.8 79.7 6.7 90.5 160.1 Bradyrhizobiaceae 16.2 21.3 37.2 69.4 23.8 21.1 57.5 82.3 135.6 240.8 77.0 60.9 253.6 263.7 154.3 307.0 380.8 257.7 102.7 273.6 437.2 616.5 50.6 11.8 60.3 111.9 185.9 88.5 100.1 54.8 55.4 181.4 251.4 166.6 214.8 115.1 0.0 29.1 21.3 35.5 41.3 15.6 36.8 32.2 33.3 57.1 79.6 63.9 17.6 79.6 152.9 106.6 302.7 159.1 237.8 77.4 201.3 59.5 29.6 55.4 76.2 13.7 29.9 0.0 0.0 14.4 67.1 14.5 64.9 29.6 143.3 46.1 0.0 79.7 26.6 0.0 0.0 Desulfovibrionaceae 28.3 21.3 74.3 27.8 23.8 21.1 51.1 31.7 57.1 132.9 7.7 81.2 150.6 62.0 44.1 20.5 198.3 197.6 171.2 91.2 262.3 698.0 63.3 106.0 45.3 32.9 39.1 27.6 100.1 54.8 27.7 156.6 65.8 111.1 91.1 71.3 28.6 122.1 85.3 184.7 6.9 93.5 30.7 45.0 40.0 64.2 65.1 102.2 52.8 72.4 127.4 26.7 100.9 152.7 96.9 183.7 120.8 129.0 333.4 184.7 241.3 315.4 89.6 80.7 115.0 57.7 91.5 14.5 86.5 111.1 120.7 92.2 17.8 94.2 66.6 226.4 0.0 Streptococcaceae 28.3 10.7 27.9 23.1 55.5 21.1 12.8 25.3 57.1 8.3 107.8 54.1 142.7 46.5 29.4 163.8 230.1 128.9 280.7 30.4 127.2 116.3 57.0 47.1 120.7 52.6 48.9 88.5 133.5 30.4 76.2 41.2 125.7 80.2 104.1 115.1 28.6 168.6 21.3 71.1 34.4 70.1 43.0 45.0 20.0 92.8 28.9 191.6 170.0 173.7 146.6 170.6 0.0 152.7 220.2 135.4 60.4 287.7 51.9 92.4 38.1 0.0 119.5 16.1 46.0 64.9 61.0 0.0 64.9 125.9 233.9 403.2 53.3 108.7 46.6 135.8 320.1 Desulfobulbaceae 12.1 16.0 18.6 18.5 55.5 35.1 25.5 57.0 71.4 24.9 107.8 47.4 47.6 46.5 29.4 122.8 134.9 25.8 136.9 111.5 151.0 442.0 31.6 35.3 20.1 19.7 19.6 11.1 166.9 67.0 20.8 156.6 107.7 49.4 78.1 16.4 0.0 17.4 138.7 35.5 41.3 77.9 12.3 32.2 26.7 7.1 65.1 38.3 82.1 14.5 95.6 0.0 201.8 57.3 79.3 87.0 161.0 1478.4 126.0 83.1 114.3 0.0 74.7 72.7 57.5 43.3 48.8 36.2 43.3 59.3 150.9 92.2 142.0 36.2 93.2 203.7 0.0 Coxiellaceae 0.0 10.7 46.4 4.6 0.0 0.0 19.2 19.0 50.0 132.9 130.8 385.6 158.5 77.5 191.0 163.8 245.9 128.9 123.3 152.0 564.4 744.5 94.9 29.5 10.1 65.8 29.4 49.8 300.3 121.8 110.8 346.2 293.3 185.1 188.7 137.0 0.0 11.6 0.0 0.0 0.0 31.2 0.0 0.0 13.3 0.0 14.5 0.0 41.0 43.4 70.1 96.0 0.0 57.3 70.5 48.3 0.0 129.0 96.3 0.0 0.0 13.7 14.9 0.0 11.5 36.1 30.5 7.2 0.0 7.4 90.5 23.0 17.8 14.5 0.0 0.0 0.0 Desulfobacteraceae 16.2 21.3 51.1 41.6 15.9 7.0 6.4 12.7 107.1 24.9 30.8 33.8 198.1 69.8 80.8 81.9 47.6 103.1 212.3 243.2 333.9 221.0 44.3 41.2 60.3 46.1 29.4 22.1 33.4 60.9 76.2 280.3 59.9 61.7 58.6 54.8 0.0 75.6 21.3 35.5 0.0 62.3 0.0 19.3 13.3 35.7 50.7 76.6 11.7 43.4 70.1 64.0 100.9 108.2 35.2 116.0 70.5 198.4 96.3 46.2 127.0 54.9 224.1 0.0 23.0 7.2 115.9 57.8 43.3 44.4 22.6 103.7 0.0 14.5 106.6 158.5 0.0 Nitrosopumilaceae 0.0 37.3 27.9 18.5 0.0 28.1 76.6 12.7 0.0 91.3 23.1 135.3 79.3 69.8 14.7 81.9 349.1 111.7 61.6 172.3 198.7 58.2 12.7 41.2 55.3 46.1 117.4 82.9 100.1 30.4 0.0 140.1 131.7 129.6 97.6 137.0 0.0 23.3 64.0 35.5 20.7 31.2 24.6 12.9 0.0 14.3 14.5 51.1 64.5 72.4 82.8 69.3 302.7 127.3 158.5 125.7 312.0 59.5 133.4 0.0 50.8 41.1 44.8 16.1 46.0 7.2 67.1 43.4 43.3 37.0 75.4 69.1 35.5 7.2 33.3 45.3 0.0 Methanoregulaceae 20.2 0.0 18.6 18.5 15.9 42.1 25.5 44.3 0.0 83.0 53.9 40.6 134.7 31.0 110.2 81.9 198.3 0.0 198.6 81.1 278.2 221.0 101.2 64.8 45.3 72.4 29.4 60.8 100.1 18.3 69.3 173.1 113.7 86.4 65.1 60.3 85.8 23.3 10.7 21.3 34.4 0.0 12.3 19.3 100.0 71.4 28.9 12.8 64.5 86.9 82.8 53.3 201.8 89.1 79.3 87.0 151.0 138.9 51.9 18.5 0.0 0.0 59.8 8.1 0.0 21.6 30.5 0.0 0.0 0.0 22.6 34.6 17.8 14.5 40.0 22.6 320.1 Rikenellaceae 12.1 32.0 18.6 13.9 23.8 21.1 31.9 25.3 14.3 91.3 184.7 101.5 87.2 77.5 95.5 0.0 222.1 128.9 123.3 263.4 294.1 104.7 31.6 17.7 50.3 92.1 0.0 38.7 66.7 73.1 97.0 90.7 143.6 135.7 149.7 126.1 343.3 11.6 64.0 49.7 6.9 85.7 18.4 12.9 6.7 7.1 28.9 12.8 23.5 43.4 6.4 64.0 0.0 31.8 0.0 58.0 70.5 29.8 148.2 9.2 12.7 0.0 0.0 8.1 11.5 14.4 48.8 57.8 0.0 14.8 166.0 80.6 17.8 50.7 13.3 90.5 0.0 Hyphomonadaceae 16.2 21.3 13.9 4.6 39.6 0.0 19.2 63.3 50.0 16.6 61.6 33.8 190.2 38.8 168.9 409.4 126.9 292.1 226.0 141.9 127.2 244.3 31.6 29.5 0.0 0.0 0.0 22.1 100.1 18.3 6.9 57.7 29.9 6.2 19.5 32.9 57.2 23.3 21.3 21.3 0.0 7.8 30.7 19.3 13.3 42.8 21.7 25.5 17.6 14.5 51.0 69.3 0.0 159.1 0.0 135.4 251.6 79.4 81.5 18.5 25.4 27.4 0.0 0.0 46.0 0.0 42.7 72.3 108.2 88.9 90.5 46.1 8.9 29.0 46.6 90.5 0.0 Nannocystaceae 4.0 10.7 37.2 9.3 0.0 21.1 6.4 19.0 64.2 83.0 30.8 20.3 55.5 69.8 88.1 81.9 47.6 206.2 184.9 314.1 31.8 604.9 38.0 0.0 5.0 0.0 0.0 11.1 33.4 60.9 55.4 90.7 83.8 49.4 32.5 49.3 0.0 5.8 0.0 28.4 13.8 15.6 6.1 0.0 0.0 0.0 36.2 38.3 41.0 7.2 102.0 74.6 0.0 44.5 70.5 38.7 10.1 0.0 81.5 18.5 50.8 27.4 119.5 16.1 11.5 21.6 18.3 28.9 43.3 163.0 67.9 103.7 62.1 29.0 119.9 294.3 0.0 Hydrogenophilaceae 0.0 0.0 0.0 0.0 0.0 0.0 6.4 6.3 42.8 16.6 0.0 6.8 15.9 15.5 14.7 0.0 0.0 60.1 61.6 192.5 0.0 93.1 0.0 5.9 0.0 6.6 9.8 11.1 0.0 0.0 0.0 41.2 47.9 0.0 6.5 49.3 0.0 0.0 21.3 7.1 0.0 0.0 0.0 0.0 13.3 0.0 0.0 12.8 0.0 0.0 6.4 32.0 0.0 25.5 17.6 48.3 0.0 19.8 7.4 0.0 0.0 0.0 29.9 8.1 11.5 57.7 73.2 43.4 281.2 51.9 45.3 138.2 88.8 101.4 146.5 113.2 2080.7 Acidimicrobiaceae 16.2 10.7 32.5 4.6 7.9 0.0 25.5 50.7 35.7 91.3 84.7 27.1 206.1 93.1 22.0 184.2 277.7 85.9 89.0 131.7 286.2 314.1 31.6 0.0 20.1 39.5 19.6 82.9 0.0 12.2 20.8 272.0 95.8 74.0 78.1 98.7 0.0 5.8 0.0 0.0 0.0 0.0 18.4 45.0 0.0 7.1 36.2 0.0 17.6 7.2 44.6 21.3 0.0 108.2 114.5 29.0 161.0 99.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.4 0.0 0.0 0.0 0.0 0.0 23.0 8.9 21.7 20.0 0.0 0.0 Nocardioidaceae 32.4 0.0 9.3 13.9 79.3 21.1 38.3 12.7 78.5 91.3 30.8 67.6 87.2 46.5 146.9 102.3 507.7 128.9 178.0 476.2 143.1 174.5 12.7 23.6 25.1 0.0 0.0 11.1 0.0 73.1 20.8 41.2 18.0 0.0 6.5 16.4 0.0 5.8 10.7 7.1 0.0 0.0 0.0 6.4 0.0 0.0 21.7 0.0 0.0 21.7 31.9 0.0 0.0 19.1 26.4 0.0 70.5 59.5 22.2 221.7 38.1 68.6 14.9 0.0 0.0 0.0 12.2 14.5 0.0 7.4 0.0 0.0 44.4 0.0 33.3 0.0 160.1 Legionellaceae 16.2 0.0 4.6 4.6 0.0 21.1 25.5 25.3 7.1 58.1 46.2 33.8 71.3 62.0 0.0 143.3 285.6 94.5 212.3 111.5 310.0 453.7 38.0 35.3 60.3 32.9 19.6 71.9 0.0 36.5 13.9 24.7 59.9 61.7 32.5 27.4 343.3 0.0 10.7 0.0 27.5 39.0 12.3 6.4 26.7 0.0 0.0 0.0 29.3 29.0 51.0 10.7 0.0 25.5 44.0 19.3 120.8 19.8 7.4 9.2 0.0 13.7 14.9 8.1 11.5 28.9 18.3 21.7 21.6 44.4 0.0 11.5 8.9 7.2 13.3 67.9 0.0 Myxococcaceae 20.2 10.7 27.9 18.5 0.0 28.1 25.5 38.0 85.7 91.3 61.6 94.7 190.2 85.3 7.3 245.6 150.7 51.5 61.6 182.4 63.6 279.2 19.0 17.7 30.2 26.3 0.0 5.5 33.4 97.4 55.4 41.2 29.9 67.9 78.1 76.7 343.3 34.9 42.7 56.8 13.8 23.4 24.6 19.3 0.0 0.0 36.2 0.0 5.9 7.2 38.2 10.7 0.0 31.8 17.6 58.0 60.4 129.0 44.5 0.0 0.0 27.4 0.0 0.0 23.0 0.0 24.4 7.2 0.0 37.0 7.5 23.0 8.9 14.5 46.6 0.0 0.0 Syntrophaceae 4.0 5.3 23.2 9.3 55.5 7.0 19.2 25.3 107.1 66.4 115.5 94.7 103.0 46.5 80.8 143.3 190.4 60.1 130.1 192.5 270.3 418.8 6.3 5.9 35.2 85.6 58.7 66.3 0.0 115.7 83.1 156.6 29.9 55.5 26.0 65.8 0.0 11.6 0.0 7.1 20.7 7.8 49.1 12.9 13.3 0.0 0.0 0.0 23.5 7.2 25.5 10.7 0.0 12.7 0.0 29.0 30.2 9.9 51.9 18.5 12.7 0.0 0.0 0.0 0.0 0.0 6.1 7.2 0.0 44.4 0.0 0.0 8.9 14.5 40.0 67.9 0.0 Alcaligenaceae 4.0 21.3 32.5 0.0 7.9 0.0 6.4 38.0 78.5 174.4 138.5 142.1 63.4 31.0 66.1 143.3 47.6 77.3 82.2 162.1 397.5 69.8 0.0 11.8 15.1 52.6 68.5 138.2 0.0 48.7 69.3 74.2 77.8 55.5 58.6 115.1 371.9 5.8 10.7 0.0 0.0 0.0 6.1 0.0 6.7 0.0 7.2 0.0 23.5 21.7 19.1 16.0 0.0 44.5 0.0 48.3 0.0 138.9 0.0 18.5 0.0 0.0 14.9 16.1 0.0 0.0 6.1 0.0 43.3 0.0 0.0 11.5 35.5 29.0 26.6 0.0 0.0 Anaerolineaceae 8.1 10.7 13.9 13.9 7.9 21.1 6.4 6.3 57.1 16.6 69.3 6.8 63.4 100.8 22.0 225.2 142.8 25.8 116.4 121.6 143.1 360.6 12.7 11.8 5.0 26.3 58.7 16.6 0.0 30.4 83.1 115.4 29.9 37.0 71.6 11.0 0.0 17.4 10.7 14.2 0.0 62.3 12.3 51.4 20.0 35.7 21.7 63.9 11.7 21.7 31.9 10.7 0.0 38.2 26.4 58.0 80.5 99.2 51.9 18.5 50.8 27.4 104.6 0.0 11.5 0.0 18.3 21.7 21.6 37.0 30.2 115.2 26.6 14.5 6.7 90.5 0.0 Kofleriaceae 4.0 21.3 0.0 0.0 0.0 0.0 70.2 19.0 50.0 33.2 38.5 20.3 15.9 85.3 7.3 20.5 206.3 77.3 184.9 182.4 63.6 453.7 6.3 23.6 5.0 19.7 29.4 0.0 0.0 30.4 62.4 173.1 65.8 135.7 39.1 93.2 0.0 17.4 0.0 0.0 6.9 0.0 6.1 32.2 40.0 28.6 21.7 0.0 17.6 21.7 0.0 58.6 0.0 63.6 17.6 0.0 130.8 49.6 0.0 0.0 0.0 13.7 44.8 24.2 0.0 50.5 18.3 36.2 43.3 51.9 143.3 57.6 44.4 0.0 53.3 22.6 0.0 Methylobacteriaceae 20.2 0.0 0.0 27.8 15.9 14.0 19.2 31.7 57.1 8.3 177.0 101.5 118.9 23.3 22.0 0.0 87.3 0.0 47.9 304.0 166.9 151.2 12.7 11.8 0.0 39.5 97.8 71.9 166.9 152.2 110.8 123.7 77.8 80.2 97.6 11.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.3 7.2 0.0 23.5 101.3 57.3 48.0 0.0 25.5 17.6 29.0 10.1 39.7 7.4 0.0 0.0 13.7 0.0 0.0 0.0 0.0 6.1 0.0 0.0 29.6 0.0 0.0 8.9 14.5 6.7 113.2 0.0 Ignavibacteriaceae 4.0 5.3 13.9 4.6 0.0 0.0 0.0 6.3 14.3 91.3 15.4 40.6 39.6 162.9 80.8 61.4 31.7 180.4 171.2 202.6 278.2 232.7 25.3 5.9 0.0 32.9 29.4 22.1 100.1 36.5 90.1 272.0 41.9 18.5 26.0 65.8 85.8 5.8 0.0 0.0 0.0 15.6 12.3 0.0 6.7 0.0 0.0 0.0 5.9 14.5 6.4 0.0 0.0 31.8 0.0 67.7 0.0 19.8 0.0 0.0 0.0 54.9 0.0 0.0 0.0 14.4 0.0 0.0 0.0 29.6 37.7 0.0 0.0 7.2 0.0 0.0 0.0 Granulosicoccaceae 8.1 16.0 23.2 27.8 39.6 21.1 44.7 25.3 14.3 141.2 92.4 169.1 39.6 0.0 7.3 143.3 134.9 94.5 164.3 20.3 127.2 337.3 19.0 17.7 5.0 52.6 29.4 71.9 0.0 18.3 34.6 66.0 77.8 49.4 84.6 104.2 0.0 0.0 0.0 14.2 0.0 31.2 0.0 0.0 26.7 0.0 43.4 0.0 11.7 0.0 12.7 0.0 0.0 6.4 8.8 9.7 40.3 19.8 22.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Planctomycetaceae 4.0 5.3 0.0 9.3 0.0 14.0 38.3 0.0 71.4 41.5 46.2 13.5 39.6 15.5 7.3 20.5 71.4 43.0 150.6 20.3 246.4 93.1 19.0 11.8 0.0 13.2 0.0 22.1 166.9 0.0 20.8 107.2 59.9 18.5 84.6 21.9 0.0 29.1 10.7 42.6 20.7 7.8 12.3 6.4 0.0 0.0 0.0 0.0 5.9 7.2 6.4 16.0 0.0 31.8 44.0 29.0 20.1 0.0 51.9 9.2 0.0 27.4 14.9 8.1 0.0 0.0 24.4 14.5 64.9 7.4 15.1 34.6 17.8 7.2 6.7 0.0 0.0 Aurantimonadaceae 0.0 0.0 0.0 0.0 31.7 0.0 0.0 0.0 28.6 66.4 38.5 67.6 47.6 7.8 66.1 0.0 23.8 8.6 164.3 222.9 47.7 104.7 0.0 11.8 0.0 92.1 78.3 182.4 133.5 85.3 41.6 123.7 35.9 61.7 13.0 21.9 0.0 0.0 0.0 7.1 0.0 0.0 0.0 0.0 0.0 7.1 0.0 0.0 11.7 0.0 12.7 16.0 0.0 0.0 0.0 0.0 20.1 99.2 0.0 0.0 0.0 27.4 0.0 0.0 11.5 0.0 0.0 0.0 0.0 7.4 7.5 0.0 0.0 50.7 0.0 0.0 0.0 Acanthopleuribacteraceae 0.0 26.6 0.0 4.6 0.0 0.0 0.0 38.0 0.0 33.2 61.6 27.1 39.6 77.5 51.4 0.0 7.9 8.6 47.9 81.1 7.9 81.4 6.3 11.8 10.1 52.6 39.1 11.1 33.4 12.2 27.7 49.5 35.9 43.2 78.1 49.3 28.6 0.0 0.0 7.1 6.9 7.8 30.7 0.0 13.3 21.4 7.2 38.3 0.0 7.2 19.1 26.7 0.0 0.0 0.0 9.7 40.3 109.1 29.6 18.5 0.0 0.0 14.9 8.1 0.0 28.9 30.5 0.0 21.6 22.2 60.4 11.5 79.9 0.0 133.2 113.2 0.0 Acidobacteriaceae 0.0 5.3 0.0 0.0 0.0 0.0 0.0 0.0 35.7 107.9 115.5 6.8 126.8 54.3 95.5 0.0 47.6 34.4 6.8 222.9 214.6 11.6 0.0 17.7 0.0 46.1 0.0 44.2 100.1 36.5 48.5 66.0 35.9 37.0 13.0 87.7 0.0 0.0 0.0 7.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.9 29.0 19.1 0.0 0.0 12.7 17.6 29.0 40.3 109.1 22.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 7.5 0.0 0.0 14.5 46.6 0.0 0.0 Peptostreptococcaceae 8.1 0.0 0.0 4.6 0.0 28.1 6.4 0.0 0.0 0.0 30.8 0.0 0.0 85.3 80.8 0.0 55.5 0.0 47.9 101.3 15.9 0.0 0.0 11.8 35.2 13.2 0.0 11.1 0.0 12.2 20.8 33.0 12.0 18.5 19.5 16.4 0.0 29.1 10.7 21.3 0.0 7.8 0.0 32.2 0.0 21.4 57.9 140.5 5.9 0.0 44.6 0.0 0.0 19.1 8.8 87.0 50.3 39.7 392.7 64.7 25.4 0.0 14.9 0.0 0.0 14.4 12.2 0.0 21.6 74.1 7.5 23.0 0.0 7.2 33.3 0.0 0.0 Victivallaceae 8.1 5.3 0.0 18.5 7.9 7.0 31.9 12.7 0.0 8.3 0.0 47.4 0.0 7.8 36.7 0.0 79.3 60.1 54.8 40.5 95.4 116.3 0.0 5.9 15.1 6.6 0.0 0.0 0.0 24.4 0.0 24.7 35.9 18.5 13.0 49.3 228.9 17.4 21.3 28.4 62.0 46.8 0.0 25.7 40.0 28.6 7.2 0.0 11.7 0.0 19.1 10.7 0.0 76.4 88.1 0.0 80.5 109.1 7.4 0.0 0.0 0.0 14.9 0.0 11.5 0.0 18.3 21.7 0.0 37.0 7.5 23.0 0.0 21.7 33.3 0.0 0.0 Iamiaceae 4.0 5.3 18.6 18.5 7.9 0.0 31.9 31.7 114.2 16.6 7.7 0.0 63.4 38.8 51.4 81.9 150.7 51.5 123.3 60.8 63.6 244.3 25.3 0.0 10.1 39.5 19.6 16.6 0.0 6.1 0.0 66.0 0.0 12.3 32.5 16.4 114.4 0.0 0.0 0.0 0.0 23.4 0.0 57.9 0.0 14.3 28.9 0.0 41.0 0.0 57.3 0.0 0.0 0.0 0.0 0.0 50.3 39.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 11.5 8.9 0.0 6.7 22.6 0.0 Lentisphaeraceae 0.0 16.0 9.3 0.0 0.0 14.0 0.0 31.7 121.3 8.3 0.0 54.1 23.8 23.3 29.4 163.8 103.1 94.5 20.5 40.5 151.0 23.3 6.3 29.5 20.1 19.7 29.4 22.1 33.4 73.1 6.9 98.9 59.9 104.9 32.5 65.8 0.0 11.6 0.0 28.4 13.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21.7 6.4 32.0 0.0 25.5 0.0 0.0 10.1 0.0 0.0 0.0 0.0 0.0 0.0 24.2 23.0 0.0 0.0 7.2 0.0 7.4 0.0 34.6 8.9 0.0 0.0 22.6 0.0 Gallionellaceae 0.0 5.3 0.0 4.6 0.0 7.0 19.2 12.7 7.1 58.1 15.4 47.4 87.2 15.5 73.5 122.8 87.3 137.4 116.4 152.0 63.6 104.7 12.7 17.7 10.1 19.7 58.7 55.3 33.4 12.2 34.6 131.9 41.9 43.2 6.5 38.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 0.0 0.0 0.0 6.4 8.8 0.0 20.1 9.9 0.0 0.0 0.0 0.0 0.0 0.0 11.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.5 0.0 0.0 0.0 Fibrobacteraceae 0.0 5.3 0.0 0.0 0.0 7.0 6.4 6.3 28.6 0.0 0.0 6.8 55.5 0.0 14.7 20.5 55.5 43.0 6.8 121.6 0.0 23.3 0.0 11.8 5.0 13.2 0.0 0.0 166.9 54.8 0.0 0.0 6.0 0.0 45.6 0.0 0.0 5.8 21.3 35.5 0.0 31.2 12.3 12.9 6.7 28.6 21.7 12.8 52.8 36.2 19.1 10.7 0.0 57.3 44.0 19.3 110.7 29.8 59.3 0.0 25.4 13.7 14.9 8.1 34.5 14.4 24.4 14.5 43.3 44.4 45.3 23.0 0.0 0.0 0.0 90.5 0.0 Oligoflexaceae 12.1 0.0 0.0 0.0 0.0 42.1 31.9 12.7 7.1 58.1 84.7 74.4 15.9 31.0 22.0 0.0 7.9 51.5 34.2 243.2 166.9 11.6 6.3 29.5 5.0 13.2 48.9 22.1 0.0 0.0 41.6 0.0 35.9 0.0 6.5 5.5 0.0 17.4 42.7 0.0 6.9 15.6 18.4 6.4 0.0 0.0 0.0 25.5 0.0 0.0 0.0 21.3 0.0 6.4 17.6 0.0 40.3 39.7 29.6 18.5 25.4 68.6 14.9 0.0 0.0 14.4 6.1 0.0 0.0 14.8 30.2 0.0 35.5 7.2 0.0 0.0 0.0 Archangiaceae 8.1 37.3 4.6 0.0 0.0 0.0 19.2 19.0 0.0 49.8 61.6 13.5 23.8 31.0 22.0 81.9 150.7 77.3 47.9 40.5 143.1 279.2 0.0 5.9 25.1 32.9 9.8 0.0 33.4 60.9 20.8 41.2 6.0 18.5 13.0 43.9 0.0 0.0 0.0 7.1 0.0 7.8 12.3 0.0 6.7 0.0 21.7 12.8 0.0 0.0 6.4 37.3 0.0 12.7 17.6 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.2 7.2 0.0 14.8 0.0 0.0 0.0 7.2 0.0 22.6 0.0 Bryobacteraceae 24.3 10.7 13.9 0.0 15.9 0.0 19.2 25.3 0.0 66.4 7.7 0.0 23.8 23.3 22.0 0.0 23.8 0.0 41.1 131.7 31.8 11.6 0.0 23.6 0.0 26.3 9.8 44.2 0.0 12.2 34.6 123.7 23.9 37.0 0.0 0.0 0.0 5.8 10.7 7.1 0.0 0.0 0.0 0.0 6.7 14.3 0.0 12.8 11.7 21.7 19.1 0.0 0.0 0.0 17.6 77.4 30.2 0.0 22.2 9.2 63.5 0.0 14.9 64.6 0.0 21.6 0.0 86.8 64.9 29.6 67.9 23.0 26.6 36.2 0.0 22.6 0.0 Leptospiraceae 12.1 16.0 4.6 0.0 23.8 0.0 19.2 31.7 7.1 49.8 38.5 13.5 23.8 46.5 29.4 81.9 39.7 0.0 130.1 0.0 0.0 151.2 0.0 5.9 10.1 46.1 0.0 0.0 0.0 24.4 34.6 8.2 6.0 18.5 52.1 0.0 0.0 46.5 53.3 28.4 0.0 0.0 0.0 0.0 6.7 0.0 14.5 0.0 29.3 7.2 25.5 5.3 0.0 25.5 8.8 0.0 80.5 9.9 7.4 18.5 0.0 0.0 0.0 24.2 11.5 0.0 18.3 0.0 21.6 22.2 15.1 34.6 26.6 21.7 0.0 22.6 0.0 Enterococcaceae 0.0 0.0 9.3 9.3 0.0 0.0 0.0 0.0 21.4 8.3 7.7 0.0 31.7 23.3 36.7 0.0 15.9 0.0 41.1 10.1 0.0 34.9 25.3 35.3 0.0 6.6 0.0 5.5 0.0 0.0 13.9 8.2 0.0 0.0 0.0 60.3 0.0 0.0 0.0 7.1 0.0 31.2 12.3 6.4 0.0 0.0 14.5 0.0 29.3 14.5 12.7 10.7 605.3 6.4 35.2 29.0 100.6 9.9 7.4 9.2 12.7 0.0 0.0 0.0 0.0 0.0 12.2 0.0 0.0 0.0 30.2 0.0 17.8 29.0 13.3 22.6 0.0 Halothiobacillaceae 0.0 0.0 0.0 4.6 7.9 0.0 0.0 0.0 7.1 58.1 61.6 169.1 31.7 0.0 0.0 61.4 0.0 0.0 89.0 131.7 127.2 116.3 0.0 17.7 15.1 26.3 58.7 11.1 0.0 6.1 62.4 49.5 12.0 18.5 0.0 5.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.9 0.0 12.7 21.3 0.0 0.0 17.6 0.0 0.0 39.7 0.0 0.0 0.0 0.0 0.0 8.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 23.0 0.0 14.5 0.0 0.0 160.1 Parachlamydiaceae 4.0 0.0 13.9 4.6 0.0 0.0 31.9 0.0 0.0 41.5 46.2 47.4 55.5 46.5 29.4 0.0 39.7 25.8 6.8 20.3 254.4 139.6 6.3 0.0 5.0 26.3 39.1 11.1 100.1 30.4 34.6 82.4 95.8 80.2 6.5 5.5 0.0 0.0 21.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 31.8 0.0 0.0 0.0 9.9 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 7.2 0.0 0.0 0.0 Rubritaleaceae 8.1 0.0 0.0 9.3 0.0 14.0 0.0 0.0 0.0 0.0 0.0 6.8 0.0 7.8 7.3 0.0 7.9 0.0 0.0 0.0 0.0 0.0 6.3 5.9 5.0 0.0 0.0 0.0 33.4 0.0 0.0 0.0 12.0 0.0 13.0 0.0 0.0 0.0 0.0 7.1 13.8 15.6 0.0 12.9 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 0.0 8.8 0.0 40.3 0.0 0.0 27.7 0.0 27.4 74.7 104.9 0.0 14.4 6.1 21.7 194.7 22.2 98.1 149.8 79.9 7.2 273.1 67.9 0.0 Intrasporangiaceae 8.1 0.0 18.6 0.0 0.0 7.0 12.8 6.3 0.0 0.0 61.6 0.0 0.0 193.9 95.5 40.9 55.5 8.6 13.7 30.4 55.6 93.1 6.3 0.0 0.0 19.7 29.4 0.0 33.4 0.0 48.5 33.0 12.0 18.5 0.0 60.3 0.0 5.8 10.7 0.0 0.0 0.0 18.4 6.4 0.0 0.0 28.9 0.0 5.9 0.0 0.0 0.0 100.9 0.0 0.0 0.0 30.2 49.6 0.0 18.5 0.0 27.4 0.0 0.0 23.0 0.0 0.0 7.2 21.6 22.2 0.0 0.0 35.5 0.0 33.3 0.0 0.0 Puniceicoccaceae 0.0 0.0 0.0 0.0 0.0 28.1 0.0 0.0 57.1 8.3 0.0 0.0 23.8 7.8 0.0 40.9 7.9 85.9 109.6 60.8 31.8 151.2 0.0 0.0 0.0 0.0 0.0 5.5 0.0 18.3 0.0 16.5 12.0 49.4 0.0 5.5 200.3 17.4 0.0 7.1 6.9 23.4 0.0 0.0 0.0 21.4 7.2 0.0 5.9 29.0 6.4 10.7 0.0 19.1 0.0 0.0 60.4 49.6 0.0 9.2 0.0 0.0 29.9 16.1 23.0 0.0 0.0 0.0 0.0 0.0 0.0 46.1 0.0 0.0 0.0 22.6 0.0 Helicobacteraceae 4.0 21.3 9.3 4.6 0.0 7.0 12.8 50.7 7.1 8.3 15.4 47.4 39.6 62.0 22.0 20.5 55.5 34.4 61.6 40.5 55.6 93.1 12.7 17.7 0.0 13.2 9.8 16.6 66.7 36.5 27.7 24.7 23.9 55.5 32.5 16.4 0.0 0.0 0.0 0.0 6.9 0.0 18.4 12.9 6.7 0.0 0.0 0.0 23.5 0.0 0.0 0.0 0.0 0.0 17.6 19.3 0.0 39.7 29.6 9.2 0.0 0.0 0.0 0.0 0.0 7.2 6.1 0.0 21.6 0.0 0.0 11.5 8.9 0.0 0.0 45.3 0.0 Bacillaceae 4.0 0.0 0.0 0.0 0.0 0.0 0.0 19.0 0.0 0.0 0.0 0.0 103.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 19.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 371.9 0.0 0.0 0.0 13.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 0.0 607.7 0.0 10.1 0.0 0.0 0.0 0.0 0.0 0.0 8.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 23.0 8.9 0.0 0.0 0.0 0.0 Candidatus Cloacimonas_incertae_sedis_family 16.2 5.3 0.0 27.8 0.0 21.1 0.0 0.0 7.1 58.1 0.0 20.3 7.9 0.0 0.0 0.0 0.0 51.5 41.1 30.4 55.6 0.0 31.6 0.0 0.0 19.7 0.0 5.5 0.0 0.0 0.0 0.0 41.9 0.0 13.0 0.0 0.0 0.0 42.7 14.2 0.0 0.0 24.6 6.4 0.0 7.1 28.9 12.8 0.0 7.2 44.6 5.3 0.0 31.8 26.4 58.0 20.1 9.9 44.5 55.4 12.7 0.0 0.0 40.4 23.0 14.4 12.2 7.2 0.0 22.2 15.1 23.0 8.9 0.0 0.0 0.0 0.0 Micropepsaceae 12.1 5.3 0.0 13.9 0.0 14.0 12.8 0.0 14.3 0.0 53.9 13.5 15.9 7.8 29.4 0.0 79.3 43.0 0.0 101.3 95.4 23.3 19.0 5.9 0.0 26.3 0.0 5.5 0.0 18.3 0.0 82.4 0.0 37.0 6.5 54.8 0.0 0.0 32.0 0.0 6.9 7.8 0.0 0.0 0.0 14.3 0.0 0.0 17.6 7.2 0.0 0.0 0.0 0.0 26.4 9.7 20.1 79.4 7.4 0.0 0.0 13.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 Syntrophobacteraceae 0.0 10.7 0.0 0.0 0.0 0.0 19.2 6.3 50.0 0.0 61.6 33.8 31.7 46.5 29.4 0.0 23.8 43.0 13.7 0.0 0.0 174.5 25.3 17.7 0.0 19.7 9.8 0.0 0.0 0.0 13.9 66.0 0.0 12.3 26.0 21.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.7 0.0 0.0 6.4 17.6 0.0 0.0 0.0 0.0 18.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 11.5 0.0 7.2 53.3 0.0 0.0 Eubacteriaceae 12.1 0.0 0.0 0.0 0.0 0.0 0.0 6.3 0.0 0.0 15.4 20.3 0.0 0.0 0.0 0.0 15.9 85.9 20.5 50.7 7.9 34.9 0.0 0.0 0.0 0.0 0.0 0.0 66.7 0.0 0.0 0.0 41.9 55.5 6.5 21.9 0.0 0.0 0.0 21.3 0.0 0.0 0.0 6.4 0.0 0.0 14.5 12.8 11.7 0.0 51.0 5.3 0.0 25.5 8.8 38.7 10.1 39.7 14.8 18.5 0.0 13.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 22.6 0.0 0.0 29.0 20.0 0.0 0.0 Aridibacter_incertae_sedis_family 44.5 5.3 18.6 4.6 0.0 0.0 0.0 6.3 0.0 0.0 0.0 6.8 0.0 0.0 7.3 0.0 0.0 8.6 0.0 10.1 7.9 11.6 0.0 0.0 0.0 0.0 0.0 0.0 33.4 0.0 0.0 8.2 0.0 6.2 6.5 0.0 0.0 17.4 32.0 0.0 0.0 0.0 12.3 0.0 6.7 14.3 0.0 25.5 0.0 0.0 6.4 5.3 0.0 0.0 8.8 0.0 0.0 0.0 0.0 166.3 76.2 109.7 29.9 8.1 11.5 7.2 0.0 7.2 0.0 0.0 22.6 0.0 0.0 7.2 13.3 45.3 0.0 Syntrophorhabdaceae 0.0 0.0 0.0 9.3 31.7 0.0 0.0 0.0 0.0 0.0 38.5 0.0 7.9 62.0 7.3 0.0 23.8 0.0 27.4 0.0 111.3 232.7 0.0 0.0 0.0 32.9 9.8 0.0 33.4 12.2 20.8 57.7 0.0 37.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.7 0.0 0.0 6.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 29.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Porticoccaceae 24.3 0.0 13.9 4.6 15.9 21.1 12.8 25.3 0.0 0.0 0.0 67.6 55.5 38.8 7.3 20.5 7.9 43.0 41.1 0.0 55.6 11.6 12.7 17.7 0.0 19.7 19.6 16.6 0.0 0.0 13.9 8.2 41.9 61.7 19.5 21.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.5 0.0 0.0 0.0 0.0 5.3 0.0 12.7 0.0 0.0 10.1 9.9 0.0 0.0 0.0 0.0 0.0 0.0 11.5 7.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 13.3 0.0 0.0 Magnetococcaceae 0.0 0.0 4.6 0.0 0.0 28.1 0.0 19.0 0.0 0.0 23.1 87.9 31.7 7.8 0.0 0.0 15.9 60.1 13.7 91.2 135.1 81.4 0.0 5.9 0.0 19.7 0.0 0.0 0.0 6.1 13.9 24.7 41.9 12.3 32.5 32.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Geminicoccus_incertae_sedis_family 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.3 0.0 0.0 0.0 0.0 7.9 7.8 66.1 20.5 7.9 0.0 0.0 0.0 151.0 23.3 0.0 17.7 10.1 0.0 0.0 0.0 0.0 24.4 0.0 16.5 53.9 6.2 45.6 0.0 85.8 11.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 12.8 0.0 7.2 6.4 0.0 0.0 19.1 0.0 0.0 70.5 79.4 14.8 9.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Trueperaceae 12.1 0.0 0.0 0.0 0.0 0.0 0.0 6.3 0.0 16.6 23.1 0.0 0.0 15.5 0.0 0.0 0.0 94.5 0.0 101.3 103.3 0.0 0.0 0.0 5.0 0.0 9.8 11.1 0.0 12.2 0.0 0.0 0.0 6.2 84.6 0.0 0.0 0.0 0.0 7.1 0.0 7.8 0.0 0.0 0.0 0.0 7.2 0.0 0.0 14.5 12.7 10.7 0.0 0.0 44.0 0.0 20.1 19.8 7.4 9.2 12.7 0.0 0.0 0.0 0.0 0.0 12.2 21.7 0.0 29.6 7.5 0.0 0.0 29.0 0.0 0.0 0.0 Desulfomicrobiaceae 0.0 0.0 4.6 0.0 7.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 31.7 0.0 7.3 20.5 0.0 0.0 0.0 0.0 7.9 11.6 0.0 5.9 15.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.5 0.0 0.0 17.4 0.0 7.1 20.7 23.4 12.3 38.6 26.7 0.0 0.0 25.5 11.7 0.0 0.0 0.0 0.0 0.0 0.0 19.3 60.4 39.7 103.7 27.7 0.0 0.0 0.0 24.2 0.0 0.0 6.1 0.0 21.6 14.8 45.3 23.0 26.6 21.7 6.7 22.6 0.0 Mycobacteriaceae 0.0 0.0 0.0 0.0 23.8 7.0 0.0 0.0 50.0 16.6 0.0 6.8 0.0 7.8 0.0 0.0 0.0 0.0 20.5 0.0 0.0 69.8 0.0 0.0 5.0 13.2 0.0 0.0 33.4 6.1 41.6 16.5 0.0 43.2 0.0 0.0 143.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.7 0.0 0.0 0.0 0.0 0.0 0.0 10.7 100.9 0.0 0.0 19.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21.6 0.0 0.0 21.6 0.0 15.1 0.0 0.0 0.0 0.0 0.0 0.0 Nocardiaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.7 0.0 8.3 0.0 0.0 15.9 15.5 14.7 20.5 7.9 68.7 68.5 0.0 31.8 11.6 0.0 0.0 5.0 13.2 19.6 0.0 0.0 30.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.8 0.0 0.0 0.0 0.0 0.0 0.0 6.7 21.4 14.5 0.0 11.7 0.0 6.4 0.0 201.8 0.0 0.0 0.0 40.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Patulibacteraceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 31.7 0.0 0.0 0.0 31.7 25.8 20.5 0.0 23.8 0.0 0.0 0.0 0.0 6.6 0.0 16.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 371.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.4 8.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 20.0 0.0 0.0 Solibacteraceae 8.1 0.0 0.0 0.0 0.0 0.0 19.2 0.0 42.8 0.0 0.0 47.4 0.0 54.3 0.0 0.0 31.7 0.0 27.4 10.1 0.0 58.2 0.0 0.0 0.0 0.0 0.0 5.5 33.4 0.0 90.1 24.7 0.0 0.0 32.5 16.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21.6 0.0 0.0 0.0 0.0 14.5 0.0 0.0 0.0 Staphylococcaceae 0.0 0.0 0.0 0.0 23.8 14.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 89.0 0.0 0.0 186.1 0.0 0.0 5.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 11.0 171.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.4 17.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Methanosaetaceae 0.0 0.0 0.0 9.3 0.0 0.0 6.4 19.0 0.0 0.0 7.7 0.0 31.7 0.0 14.7 0.0 15.9 17.2 27.4 0.0 31.8 0.0 12.7 0.0 25.1 13.2 0.0 27.6 66.7 6.1 0.0 0.0 12.0 6.2 0.0 27.4 0.0 0.0 0.0 0.0 13.8 7.8 0.0 12.9 0.0 0.0 0.0 0.0 5.9 7.2 6.4 0.0 0.0 0.0 8.8 0.0 10.1 39.7 0.0 9.2 0.0 13.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Gaiellaceae 0.0 0.0 0.0 0.0 7.9 0.0 0.0 6.3 35.7 0.0 15.4 6.8 0.0 0.0 0.0 0.0 23.8 103.1 6.8 10.1 39.7 46.5 0.0 11.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 21.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 9.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Sutterellaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 343.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Marinilabiliaceae 4.0 10.7 0.0 0.0 0.0 0.0 0.0 0.0 7.1 0.0 0.0 0.0 0.0 0.0 14.7 40.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.4 17.6 0.0 0.0 228.2 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Leptotrichiaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 335.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Ectothiorhodospiraceae 0.0 0.0 0.0 0.0 0.0 14.0 0.0 0.0 7.1 0.0 0.0 0.0 0.0 31.0 80.8 20.5 7.9 25.8 13.7 0.0 0.0 0.0 6.3 5.9 0.0 0.0 0.0 22.1 0.0 0.0 6.9 8.2 6.0 24.7 13.0 5.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.4 0.0 0.0 0.0 0.0 0.0 10.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Methylocystaceae 0.0 0.0 0.0 9.3 0.0 0.0 0.0 0.0 28.6 8.3 23.1 0.0 7.9 7.8 0.0 0.0 0.0 0.0 0.0 30.4 47.7 0.0 0.0 0.0 0.0 6.6 9.8 0.0 0.0 18.3 0.0 41.2 12.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 29.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Xanthobacteraceae 0.0 5.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.3 15.4 13.5 0.0 0.0 14.7 40.9 7.9 0.0 6.8 50.7 0.0 0.0 0.0 5.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.2 12.0 6.2 13.0 11.0 0.0 0.0 0.0 0.0 0.0 7.8 0.0 0.0 0.0 0.0 0.0 0.0 11.7 0.0 12.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Sanguibacteraceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 101.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 11.1 0.0 18.3 13.9 0.0 12.0 0.0 6.5 0.0 0.0 5.8 0.0 7.1 0.0 0.0 0.0 0.0 0.0 7.1 7.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 10.1 0.0 0.0 0.0 0.0 13.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Desulfuromonadaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 19.0 0.0 0.0 0.0 40.6 0.0 7.8 14.7 0.0 0.0 0.0 27.4 0.0 15.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 48.5 0.0 0.0 0.0 0.0 5.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 9.7 0.0 19.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Micrococcaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 15.9 0.0 0.0 0.0 7.9 0.0 0.0 0.0 5.0 0.0 0.0 16.6 66.7 0.0 20.8 16.5 0.0 0.0 0.0 0.0 0.0 11.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 14.5 0.0 0.0 0.0 0.0 0.0 0.0 6.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Paenibacillaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 166.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.2 0.0 0.0 0.0 5.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Beijerinckiaceae 0.0 10.7 0.0 0.0 0.0 7.0 0.0 0.0 0.0 0.0 7.7 0.0 0.0 0.0 0.0 0.0 0.0 8.6 0.0 0.0 47.7 11.6 0.0 0.0 5.0 0.0 0.0 0.0 33.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 10.7 0.0 6.4 0.0 0.0 0.0 19.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 Peptococcaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 15.5 0.0 0.0 0.0 0.0 0.0 0.0 15.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 10.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.2 0.0 0.0 0.0 29.6 0.0 0.0 8.9 0.0 0.0 45.3 0.0 Oceanospirillaceae 0.0 0.0 0.0 0.0 0.0 14.0 0.0 0.0 0.0 0.0 0.0 6.8 0.0 15.5 0.0 0.0 7.9 0.0 0.0 10.1 31.8 11.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.1 0.0 24.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Dehalococcoidaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.9 0.0 0.0 0.0 0.0 0.0 0.0 10.1 55.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.4 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 12.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Coriobacteriaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 16.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 72.5 0.0 0.0 0.0 Spiroplasmataceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 10.1 79.5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Terrimicrobium_incertae_sedis_family 0.0 0.0 4.6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.9 0.0 0.0 10.1 15.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 9.9 0.0 0.0 12.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Pelagibacteraceae 4.0 0.0 0.0 0.0 0.0 0.0 0.0 6.3 0.0 0.0 0.0 0.0 0.0 7.8 0.0 20.5 0.0 0.0 6.8 0.0 0.0 0.0 0.0 5.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Roseiarcaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 20.3 0.0 0.0 0.0 0.0 0.0 13.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Candidatus Iainarchaeum 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 23.8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Armatimonadaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 6.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 19.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 Micromonosporaceae 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 7.9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ## end of file #code for bacterial rarefaction of time-matched samples (Fig. S4). Rarefaction performed for all taxa and three tiers of abundance. Grab sample replicates were pooled, counts are raw counts library(vegan) data<-read.table("",header=T,row.names="taxon",sep="\t",stringsAsFactors=F) rarefy(t(data),min(colSums(data)),se=T) tier1<-data[1:50,] tier2<-data[51:100,] tier3<-data[101:149,] rarefy(t(tier1),min(colSums(tier1)),se=T) rarefy(t(tier2),min(colSums(tier2)),se=T) rarefy(t(tier3),min(colSums(tier3)),se=T) #input file taxon Paired-A1260 Paired-A1620 Paired-A1980 Paired-A2340 Paired-A2700 Paired-B1259 Paired-B1619 Paired-B1979 Paired-B2339 Paired-B2699 Paired-C18 Paired-C738 Paired-C1458 Paired-C2178 Paired-C2898 Paired-C3618 Paired-D18 Paired-D738 Paired-D1458 Paired-D2178 Paired-D2898 Paired-D3618 Flavobacteriaceae 68136 41451 45804 48750 11302 210905 169043 108765 144655 79475 68103 50830 51353 41064 44729 15690 96295 101989 159191 90500 75257 33988 Comamonadaceae 18878 17558 19757 18199 9265 61749 57223 44481 66754 57031 26726 13374 16004 21748 21866 18187 32415 32689 53493 32907 43367 35720 Cytophagaceae 8553 6633 11169 5436 2502 44317 31915 22697 34076 19891 21386 11259 16075 17647 17471 10032 42552 72508 112396 82878 87532 57873 Oxalobacteraceae 24672 14797 25477 16037 6814 70818 70973 61564 62396 58367 17169 13814 17957 16447 12836 9699 18455 18629 33516 17206 20684 14295 Chromatiaceae 11311 8776 9067 3358 1812 40909 24725 20015 21900 24247 7081 4352 8447 9581 7131 5042 11551 4186 9896 5625 10077 4442 Pseudomonadaceae 6441 5217 6304 4141 2115 20716 17070 18094 16441 38632 7764 7472 5717 5102 4004 2735 7387 4060 7819 6008 6875 4619 Aeromonadaceae 2500 4767 5317 7899 2337 12795 11109 11800 18791 28142 1669 1630 3220 2714 7280 5598 4181 1304 2353 2274 7566 7020 Porphyromonadaceae 2384 1947 3377 2418 1437 7688 6231 6575 12598 7487 3240 5355 5438 6293 7967 7888 11513 6024 9096 15439 15708 4669 Rhodobacteraceae 2088 1916 1895 1715 1024 7590 6243 4123 7639 3594 5020 2205 1790 1826 1725 1485 12173 12452 15166 12888 10392 7144 Shewanellaceae 2142 2500 3147 4303 1700 6323 6646 5493 11275 11150 1718 1129 1655 1932 6347 4278 1113 1096 2000 1522 5111 2786 Neisseriaceae 1838 2687 1877 2543 1571 7753 5567 5083 7679 9601 1249 1225 2116 2119 2862 2414 2199 1555 2406 2450 3765 2469 Campylobacteraceae 582 461 1201 1223 385 5031 2149 4131 3977 3929 1720 4400 1714 1830 2834 1971 2235 971 1740 5342 9160 1837 Clostridiaceae 555 867 1239 875 614 7380 1532 2295 3000 3279 246 1426 1576 1406 5555 2513 438 1465 1791 3340 3323 2305 Saprospiraceae 215 296 376 337 241 617 574 734 1221 984 490 220 373 645 974 1221 927 2786 7075 8428 16655 6715 Moraxellaceae 1162 2333 2767 2526 467 5821 4823 3854 6072 4451 555 591 559 632 658 553 590 928 1335 2029 2201 1010 Sphingomonadaceae 1169 1563 1542 1324 753 1106 2335 1745 2872 1692 955 272 705 915 1545 815 2525 863 1994 1943 1742 1167 Bacteroidaceae 330 336 592 452 290 1900 994 1662 2075 1411 687 2173 1030 842 1596 1511 1166 1198 1833 3216 1779 1790 Fusobacteriaceae 330 362 442 803 314 946 806 1062 1449 2054 592 934 418 525 956 679 980 643 1039 1425 1547 885 Cryomorphaceae 408 334 526 519 227 1285 1097 1077 2059 1033 962 529 341 489 726 495 2218 3821 4154 3464 2605 888 Chitinophagaceae 426 513 487 651 339 1209 1432 1231 2104 1199 963 739 427 486 755 572 1402 2542 2813 2934 2023 1188 Rhodocyclaceae 306 354 477 668 305 820 999 1120 2040 1416 526 370 317 443 615 1435 925 552 786 961 1408 869 Prevotellaceae 147 186 360 177 126 1027 493 1697 937 620 186 1856 361 417 981 721 366 502 848 1788 929 1543 Xanthomonadaceae 276 374 326 716 337 589 1186 990 2018 871 252 119 69 99 80 207 1123 484 598 632 457 373 Bacteriovoracaceae 261 382 350 279 326 590 684 679 1878 1300 145 130 168 241 539 332 315 238 445 662 684 318 Microbacteriaceae 576 334 213 227 128 1475 1405 456 710 589 389 310 546 242 531 155 948 222 972 307 441 101 Prolixibacteraceae 121 132 193 181 115 381 360 418 1003 638 125 211 130 260 451 889 280 500 634 829 454 210 Caulobacteraceae 321 394 400 206 115 257 436 320 502 309 271 103 258 215 346 237 218 229 1118 721 496 371 Bdellovibrionaceae 200 253 267 192 136 377 435 404 842 764 98 90 46 106 352 250 193 332 370 433 416 226 Holophagaceae 92 136 129 122 88 272 263 336 534 371 277 291 115 160 203 271 598 867 586 1183 437 327 Sphingobacteriaceae 135 240 195 94 50 446 847 375 490 307 378 96 95 68 106 84 661 331 361 274 192 161 Methylophilaceae 56 76 114 78 57 151 219 156 424 259 51 28 352 526 1003 329 23 25 39 36 66 48 Rhodospirillaceae 89 271 243 165 106 331 396 438 910 570 85 47 35 83 160 137 117 101 185 215 232 123 Thiotrichaceae 38 64 52 78 55 130 147 137 301 179 12 21 38 63 156 139 32 147 289 439 724 906 Sinobacteraceae 90 151 168 179 118 128 272 330 735 335 115 35 36 57 122 84 32 47 125 108 95 57 Enterobacteriaceae 50 217 239 139 68 181 523 401 621 409 18 18 24 65 120 120 50 32 54 58 83 80 Nitrospiraceae 111 142 136 126 86 200 293 290 604 426 43 44 20 50 102 83 56 75 159 170 111 65 Acetobacteraceae 42 81 96 160 101 118 256 192 393 180 34 57 16 24 59 122 100 99 144 202 104 134 Alteromonadaceae 48 43 13 224 131 72 175 206 689 217 5 6 6 12 22 114 16 32 32 53 37 64 Rhizobiaceae 74 164 178 86 37 245 410 366 441 224 51 35 42 68 72 44 98 73 123 116 112 39 Erythrobacteraceae 51 66 100 76 51 90 189 113 278 183 85 15 61 64 101 94 243 42 152 161 163 43 Opitutaceae 57 60 93 73 46 127 200 203 375 293 27 24 33 38 89 115 79 77 92 109 84 41 Methylococcaceae 40 71 56 88 74 133 163 255 397 244 5 7 23 11 44 64 9 10 39 19 53 29 Burkholderiaceae 50 69 80 54 37 177 175 194 298 181 18 33 43 57 103 97 49 50 128 59 86 40 Cyclobacteriaceae 37 17 61 55 53 86 94 103 275 158 19 40 27 61 51 61 60 110 107 128 91 56 Labilitrichaceae 7 12 17 12 7 15 22 16 34 54 35 5 7 31 61 48 31 116 160 474 442 227 Ruminococcaceae 25 45 39 40 33 52 71 62 145 98 23 27 29 18 65 46 71 49 70 98 68 43 Reyranella_incertae_sedis_family 26 56 59 44 59 75 106 92 244 127 17 10 19 17 33 35 32 19 51 64 50 26 Verrucomicrobiaceae 18 17 10 60 33 49 57 57 140 67 23 16 6 9 20 29 106 68 79 145 127 75 Polyangiaceae 22 26 19 24 30 20 38 51 85 53 6 12 5 28 34 88 23 30 23 125 170 134 Rickettsiaceae 41 31 27 52 31 53 218 81 177 112 7 11 7 13 24 10 12 13 19 40 41 41 Spirochaetaceae 37 48 30 21 13 67 68 70 130 73 49 55 8 15 37 152 52 88 101 125 64 40 Chryseolinea_incertae_sedis_family 34 27 38 46 38 55 135 111 247 85 10 4 7 14 20 20 36 45 29 56 31 33 Phyllobacteriaceae 12 40 30 100 29 51 54 82 151 81 15 4 9 9 11 9 31 16 26 54 23 14 Flammeovirgaceae 19 10 34 24 11 52 74 55 93 72 19 7 6 18 32 26 44 21 97 81 68 11 Gracilibacteraceae 8 16 16 15 12 59 43 46 95 64 20 32 12 21 45 34 57 51 62 70 75 51 Hyphomicrobiaceae 12 43 39 43 27 48 107 89 135 57 5 9 7 2 16 9 22 16 12 47 16 24 Lachnospiraceae 15 21 25 31 6 39 50 65 52 66 13 12 11 13 45 45 20 15 19 39 48 36 Gemmatimonadaceae 13 37 50 34 21 27 65 54 146 78 3 11 5 6 7 35 24 11 15 28 25 41 Nitrosomonadaceae 16 26 25 22 20 51 44 58 111 113 3 3 9 6 26 15 5 5 9 13 21 14 Sandaracinaceae 10 16 5 13 5 18 16 44 52 24 8 12 1 6 3 12 23 45 61 161 108 132 Halomonadaceae 2 0 4 8 11 7 5 14 36 29 0 0 3 36 63 68 0 0 24 1 220 178 Deinococcaceae 19 20 25 11 10 63 23 21 36 8 27 13 25 9 8 13 55 35 143 80 34 19 Veillonellaceae 12 10 10 16 6 70 15 36 48 38 25 27 35 24 39 25 57 18 16 36 36 23 Geobacteraceae 8 26 15 29 6 11 22 69 98 63 10 12 5 10 10 29 11 7 13 24 29 6 Bradyrhizobiaceae 13 29 9 34 15 22 52 20 91 54 5 2 8 11 25 6 13 2 15 26 15 4 Desulfovibrionaceae 5 16 12 8 1 37 14 16 48 28 21 12 9 10 24 13 62 26 25 35 23 20 Streptococcaceae 4 1 8 6 8 41 29 20 39 38 29 9 13 24 24 29 13 14 19 51 56 15 Desulfobulbaceae 9 3 7 6 6 15 7 19 45 15 3 10 1 2 9 149 18 19 19 30 29 23 Coxiellaceae 3 16 57 10 8 22 22 45 121 54 2 4 0 6 9 13 1 2 11 13 6 0 Desulfobacteraceae 2 3 5 9 4 26 14 22 54 19 13 8 5 6 17 20 19 17 28 11 11 23 Nitrosopumilaceae 2 11 20 9 4 20 34 8 60 40 4 4 2 10 20 6 7 9 18 17 11 7 Methanoregulaceae 7 10 6 4 4 36 25 16 54 24 4 0 10 12 14 14 2 5 8 3 7 9 Rikenellaceae 4 11 15 10 0 18 21 28 57 58 2 11 1 6 5 3 2 2 18 24 16 6 Hyphomonadaceae 10 2 5 5 20 10 4 7 13 11 4 1 6 2 25 8 6 4 17 29 9 11 Nannocystaceae 3 10 3 9 4 7 2 19 33 14 1 2 0 1 7 0 8 11 10 33 20 31 Hydrogenophilaceae 1 2 1 2 0 1 4 0 13 10 0 0 0 0 4 2 0 4 26 26 36 40 Acidimicrobiaceae 8 11 4 12 9 9 23 5 61 30 1 0 1 1 17 10 0 0 2 0 6 3 Nocardioidaceae 2 11 10 6 5 11 2 15 8 4 1 0 0 3 3 6 32 1 4 1 5 6 Legionellaceae 4 7 5 8 7 24 20 8 23 22 0 5 0 4 4 2 2 3 10 7 3 5 Myxococcaceae 6 11 14 11 12 12 5 25 21 38 6 3 0 1 5 13 2 2 5 6 5 7 Syntrophaceae 4 8 14 6 7 9 31 31 33 16 2 1 0 1 2 1 3 0 2 6 3 9 Alcaligenaceae 6 21 21 4 7 5 40 18 31 43 1 0 0 3 7 14 2 3 1 2 9 4 Anaerolineaceae 1 2 1 13 11 5 13 17 25 13 3 8 5 3 6 10 8 8 6 10 15 5 Kofleriaceae 3 4 3 11 1 6 6 14 54 23 3 0 4 3 10 5 1 6 15 28 10 9 Methylobacteriaceae 5 1 15 3 0 4 29 46 41 17 0 0 2 14 4 4 1 0 1 4 3 6 Ignavibacteriaceae 1 11 6 21 3 5 12 22 43 19 1 2 0 2 5 2 4 0 2 9 1 0 Granulosicoccaceae 4 17 25 0 7 7 24 8 29 32 0 4 0 0 1 2 0 0 0 0 0 0 Planctomycetaceae 0 5 2 2 1 5 6 8 26 17 5 1 0 1 5 0 3 2 6 6 6 1 Aurantimonadaceae 0 8 10 1 0 2 55 24 31 6 0 0 1 0 0 10 2 1 0 2 7 0 Acanthopleuribacteraceae 6 4 4 10 0 5 14 7 19 22 0 1 3 1 0 11 2 2 9 12 10 25 Acidobacteriaceae 0 13 1 7 0 3 15 16 20 18 0 0 0 4 2 11 0 0 0 2 2 7 Peptostreptococcaceae 0 0 0 11 0 9 4 5 9 6 5 1 3 0 3 4 9 1 4 12 3 5 Victivallaceae 2 1 7 1 0 4 1 4 12 19 3 6 4 0 12 11 0 2 6 6 5 5 Iamiaceae 5 2 0 5 4 6 11 1 10 12 0 3 2 0 0 4 0 0 0 1 2 2 Lentisphaeraceae 5 1 8 3 8 10 10 14 39 17 2 0 0 3 4 0 0 5 1 1 4 1 Gallionellaceae 2 7 7 2 6 7 19 8 30 8 0 0 0 0 1 1 0 1 0 0 2 0 Fibrobacteraceae 1 0 1 0 1 3 2 14 1 7 1 4 4 5 9 3 3 5 8 14 2 4 Oligoflexaceae 2 7 11 4 0 7 11 6 6 2 3 2 0 0 1 4 9 1 3 6 5 0 Archangiaceae 3 6 2 4 4 6 6 14 9 10 0 1 0 0 2 0 0 0 3 2 1 1 Bryobacteraceae 4 8 0 3 0 4 13 7 25 0 1 0 2 3 0 0 6 9 15 16 10 1 Leptospiraceae 5 6 2 6 4 3 7 9 5 8 8 0 0 1 4 1 2 4 3 6 9 1 Enterococcaceae 0 1 0 3 0 10 2 2 1 11 0 4 0 2 1 1 2 0 2 4 6 3 Halothiobacillaceae 0 7 25 0 3 6 12 10 11 1 0 0 0 0 0 4 0 1 0 0 4 1 Parachlamydiaceae 0 5 7 6 0 2 10 13 39 2 0 0 0 1 5 1 0 0 0 1 1 0 Rubritaleaceae 0 0 1 1 0 3 0 1 2 2 0 2 0 1 0 0 5 18 6 25 23 44 Intrasporangiaceae 1 0 0 25 2 1 6 8 9 11 1 0 0 0 0 5 4 2 1 4 4 5 Puniceicoccaceae 0 1 0 1 2 0 1 3 12 8 3 3 3 4 3 5 1 6 0 0 4 1 Helicobacteraceae 8 1 7 8 1 5 6 12 16 8 0 0 0 0 0 4 1 0 2 1 2 2 Bacillaceae 3 0 0 0 0 0 2 0 0 13 0 0 0 1 0 0 0 1 0 0 3 0 Candidatus Cloacimonas_incertae_sedis_family 0 7 3 0 0 5 4 0 7 2 0 0 1 1 5 1 7 7 5 5 3 0 Micropepsaceae 0 0 2 1 0 4 5 3 16 11 0 1 2 1 0 8 1 0 0 0 1 0 Syntrophobacteraceae 1 0 5 6 0 7 4 2 10 8 0 0 0 0 1 0 2 0 0 0 2 8 Eubacteriaceae 1 0 3 0 0 0 0 2 16 5 0 0 0 0 4 4 3 0 0 3 4 3 Aridibacter_incertae_sedis_family 1 0 1 0 0 0 0 1 2 1 3 0 2 0 0 0 32 4 2 3 1 4 Syntrophorhabdaceae 0 0 0 8 0 0 6 6 13 0 0 1 0 0 1 0 0 2 0 0 0 0 Porticoccaceae 4 0 10 5 1 5 8 2 18 7 0 0 0 0 2 1 0 1 1 0 0 2 Magnetococcaceae 3 0 13 1 0 1 3 3 12 11 0 0 0 0 0 0 0 0 0 0 0 0 Geminicoccus_incertae_sedis_family 1 0 0 1 1 5 0 4 12 10 2 0 0 1 3 8 1 0 0 0 0 0 Trueperaceae 1 2 0 2 0 1 3 2 1 13 0 1 0 2 0 2 2 0 5 5 4 0 Desulfomicrobiaceae 0 0 0 0 1 4 0 0 0 1 3 3 0 0 0 4 3 3 1 9 8 2 Mycobacteriaceae 0 2 1 1 0 1 2 8 9 5 0 0 0 0 0 0 0 0 3 3 0 0 Nocardiaceae 2 1 0 2 1 1 4 5 0 0 1 0 3 0 0 0 0 0 0 0 0 0 Patulibacteraceae 0 0 0 0 0 0 4 0 0 13 0 0 0 0 1 0 0 0 0 0 0 3 Solibacteraceae 0 0 7 7 0 0 1 14 3 8 0 0 0 0 0 0 0 0 0 1 2 0 Staphylococcaceae 0 0 0 0 0 1 0 0 0 8 0 0 0 0 1 0 0 0 0 0 0 0 Methanosaetaceae 3 0 0 0 0 7 7 3 3 5 0 1 0 1 0 4 2 0 0 0 0 0 Gaiellaceae 1 0 1 0 0 2 0 0 0 4 0 0 0 2 0 1 0 0 0 0 0 0 Sutterellaceae 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 0 Marinilabiliaceae 0 0 0 0 2 0 0 0 0 1 0 0 0 0 1 23 0 0 0 0 0 0 Leptotrichiaceae 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Ectothiorhodospiraceae 0 0 0 4 1 2 4 1 6 3 0 0 0 0 0 0 0 0 0 2 0 0 Methylocystaceae 0 1 0 1 0 0 2 3 7 0 0 0 0 0 0 3 0 0 0 0 0 0 Xanthobacteraceae 0 1 2 0 2 1 0 0 4 4 0 1 0 0 0 0 0 0 0 1 0 0 Sanguibacteraceae 0 0 0 0 0 0 2 5 2 1 1 0 1 0 0 0 1 0 0 0 0 0 Desulfuromonadaceae 3 0 6 1 0 0 0 7 0 1 0 0 0 0 0 2 0 0 0 0 0 0 Micrococcaceae 0 0 0 0 0 1 3 5 2 0 2 0 0 0 1 0 0 0 0 1 0 0 Paenibacillaceae 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 Beijerinckiaceae 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 2 0 0 0 0 1 0 Peptococcaceae 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 4 1 2 Oceanospirillaceae 0 0 1 2 0 0 0 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 Dehalococcoidaceae 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 2 0 0 0 Coriobacteriaceae 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 Spiroplasmataceae 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Terrimicrobium_incertae_sedis_family 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 Pelagibacteraceae 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 Roseiarcaceae 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Candidatus Iainarchaeum 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 Armatimonadaceae 0 0 0 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 Micromonosporaceae 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 #end of file #R commands used to perform heterogeneity of variance analysis for bacteria (Supplemental Figure S5). Values are raw sequence counts. library(vegan) data<-read.table("",header=T,row.names="taxon",sep="\t",stringsAsFactors=F) abdata<-round(data[,1:10]) cddata<-round(data[,11:22]) abdist<-vegdist(t(abdata),method="morisita") cddist<-vegdist(t(cddata),method="morisita") abdisper<-betadisper(abdist,group=c("A","A","A","A","A","B","B","B","B","B")) cddisper<-betadisper(cddist,group=c("C","C","C","C","C","C","D","D","D","D","D","D")) plot(abdisper,label=F,col=c("dark blue","sky blue"),lwd=2,cex=1.3,pch=c(1,1)) plot(cddisper,label=F,col=c("brown2","orange"),lwd=2,cex=1.3,pch=c(1,1)) anova(abdisper) anova(cddisper) tier1<-round(data[1:50,]) tier2<-round(data[51:100,]) tier3<-round(data[101:149,]) distall<-vegdist(t(data),method="morisita") dist1<-vegdist(t(tier1),method="morisita") dist2<-vegdist(t(tier2),method="morisita") dist3<-vegdist(t(tier3),method="morisita") disperall<- betadisper(distall,group=c("A","A","A","A","A","B","B","B","B","B","C","C","C","C","C","C","D","D","D","D","D","D")) disper1<-betadisper(dist1,group=c("A","A","A","A","A","B","B","B","B","B","C","C","C","C","C","C","D","D","D","D","D","D")) disper2<-betadisper(dist2,group=c("A","A","A","A","A","B","B","B","B","B","C","C","C","C","C","C","D","D","D","D","D","D")) disper3<-betadisper(dist3,group=c("A","A","A","A","A","B","B","B","B","B","C","C","C","C","C","C","D","D","D","D","D","D")) par(mfrow=c(2,2)) plot(disperall,label=F,col=c("dark blue","sky blue","brown2","orange"),lwd=2,cex=1.3,pch=c(1,1),main="All bacterial families") plot(disper1,label=F,col=c("dark blue","sky blue","brown2","orange"),lwd=2,cex=1.3,pch=c(1,1),main="Tier1") plot(disper2,label=F,col=c("dark blue","sky blue","brown2","orange"),lwd=2,cex=1.3,pch=c(1,1),main="Tier2") plot(disper3,label=F,col=c("dark blue","sky blue","brown2","orange"),lwd=2,cex=1.3,pch=c(1,1),main="Tier3") #input file taxon Paired-A1260 Paired-A1620 Paired-A1980 Paired-A2340 Paired-A2700 Paired-B1259 Paired-B1619 Paired-B1979 Paired-B2339 Paired-B2699 Paired-C18 Paired-C738 Paired-C1458 Paired-C2178 Paired-C2898 Paired-C3618 Paired-D18 Paired-D738 Paired-D1458 Paired-D2178 Paired-D2898 Paired-D3618 Flavobacteriaceae 68136 41451 45804 48750 11302 210905 169043 108765 144655 79475 68103 50830 51353 41064 44729 15690 96295 101989 159191 90500 75257 33988 Comamonadaceae 18878 17558 19757 18199 9265 61749 57223 44481 66754 57031 26726 13374 16004 21748 21866 18187 32415 32689 53493 32907 43367 35720 Cytophagaceae 8553 6633 11169 5436 2502 44317 31915 22697 34076 19891 21386 11259 16075 17647 17471 10032 42552 72508 112396 82878 87532 57873 Oxalobacteraceae 24672 14797 25477 16037 6814 70818 70973 61564 62396 58367 17169 13814 17957 16447 12836 9699 18455 18629 33516 17206 20684 14295 Chromatiaceae 11311 8776 9067 3358 1812 40909 24725 20015 21900 24247 7081 4352 8447 9581 7131 5042 11551 4186 9896 5625 10077 4442 Pseudomonadaceae 6441 5217 6304 4141 2115 20716 17070 18094 16441 38632 7764 7472 5717 5102 4004 2735 7387 4060 7819 6008 6875 4619 Aeromonadaceae 2500 4767 5317 7899 2337 12795 11109 11800 18791 28142 1669 1630 3220 2714 7280 5598 4181 1304 2353 2274 7566 7020 Porphyromonadaceae 2384 1947 3377 2418 1437 7688 6231 6575 12598 7487 3240 5355 5438 6293 7967 7888 11513 6024 9096 15439 15708 4669 Rhodobacteraceae 2088 1916 1895 1715 1024 7590 6243 4123 7639 3594 5020 2205 1790 1826 1725 1485 12173 12452 15166 12888 10392 7144 Shewanellaceae 2142 2500 3147 4303 1700 6323 6646 5493 11275 11150 1718 1129 1655 1932 6347 4278 1113 1096 2000 1522 5111 2786 Neisseriaceae 1838 2687 1877 2543 1571 7753 5567 5083 7679 9601 1249 1225 2116 2119 2862 2414 2199 1555 2406 2450 3765 2469 Campylobacteraceae 582 461 1201 1223 385 5031 2149 4131 3977 3929 1720 4400 1714 1830 2834 1971 2235 971 1740 5342 9160 1837 Clostridiaceae 555 867 1239 875 614 7380 1532 2295 3000 3279 246 1426 1576 1406 5555 2513 438 1465 1791 3340 3323 2305 Saprospiraceae 215 296 376 337 241 617 574 734 1221 984 490 220 373 645 974 1221 927 2786 7075 8428 16655 6715 Moraxellaceae 1162 2333 2767 2526 467 5821 4823 3854 6072 4451 555 591 559 632 658 553 590 928 1335 2029 2201 1010 Sphingomonadaceae 1169 1563 1542 1324 753 1106 2335 1745 2872 1692 955 272 705 915 1545 815 2525 863 1994 1943 1742 1167 Bacteroidaceae 330 336 592 452 290 1900 994 1662 2075 1411 687 2173 1030 842 1596 1511 1166 1198 1833 3216 1779 1790 Fusobacteriaceae 330 362 442 803 314 946 806 1062 1449 2054 592 934 418 525 956 679 980 643 1039 1425 1547 885 Cryomorphaceae 408 334 526 519 227 1285 1097 1077 2059 1033 962 529 341 489 726 495 2218 3821 4154 3464 2605 888 Chitinophagaceae 426 513 487 651 339 1209 1432 1231 2104 1199 963 739 427 486 755 572 1402 2542 2813 2934 2023 1188 Rhodocyclaceae 306 354 477 668 305 820 999 1120 2040 1416 526 370 317 443 615 1435 925 552 786 961 1408 869 Prevotellaceae 147 186 360 177 126 1027 493 1697 937 620 186 1856 361 417 981 721 366 502 848 1788 929 1543 Xanthomonadaceae 276 374 326 716 337 589 1186 990 2018 871 252 119 69 99 80 207 1123 484 598 632 457 373 Bacteriovoracaceae 261 382 350 279 326 590 684 679 1878 1300 145 130 168 241 539 332 315 238 445 662 684 318 Microbacteriaceae 576 334 213 227 128 1475 1405 456 710 589 389 310 546 242 531 155 948 222 972 307 441 101 Prolixibacteraceae 121 132 193 181 115 381 360 418 1003 638 125 211 130 260 451 889 280 500 634 829 454 210 Caulobacteraceae 321 394 400 206 115 257 436 320 502 309 271 103 258 215 346 237 218 229 1118 721 496 371 Bdellovibrionaceae 200 253 267 192 136 377 435 404 842 764 98 90 46 106 352 250 193 332 370 433 416 226 Holophagaceae 92 136 129 122 88 272 263 336 534 371 277 291 115 160 203 271 598 867 586 1183 437 327 Sphingobacteriaceae 135 240 195 94 50 446 847 375 490 307 378 96 95 68 106 84 661 331 361 274 192 161 Methylophilaceae 56 76 114 78 57 151 219 156 424 259 51 28 352 526 1003 329 23 25 39 36 66 48 Rhodospirillaceae 89 271 243 165 106 331 396 438 910 570 85 47 35 83 160 137 117 101 185 215 232 123 Thiotrichaceae 38 64 52 78 55 130 147 137 301 179 12 21 38 63 156 139 32 147 289 439 724 906 Sinobacteraceae 90 151 168 179 118 128 272 330 735 335 115 35 36 57 122 84 32 47 125 108 95 57 Enterobacteriaceae 50 217 239 139 68 181 523 401 621 409 18 18 24 65 120 120 50 32 54 58 83 80 Nitrospiraceae 111 142 136 126 86 200 293 290 604 426 43 44 20 50 102 83 56 75 159 170 111 65 Acetobacteraceae 42 81 96 160 101 118 256 192 393 180 34 57 16 24 59 122 100 99 144 202 104 134 Alteromonadaceae 48 43 13 224 131 72 175 206 689 217 5 6 6 12 22 114 16 32 32 53 37 64 Rhizobiaceae 74 164 178 86 37 245 410 366 441 224 51 35 42 68 72 44 98 73 123 116 112 39 Erythrobacteraceae 51 66 100 76 51 90 189 113 278 183 85 15 61 64 101 94 243 42 152 161 163 43 Opitutaceae 57 60 93 73 46 127 200 203 375 293 27 24 33 38 89 115 79 77 92 109 84 41 Methylococcaceae 40 71 56 88 74 133 163 255 397 244 5 7 23 11 44 64 9 10 39 19 53 29 Burkholderiaceae 50 69 80 54 37 177 175 194 298 181 18 33 43 57 103 97 49 50 128 59 86 40 Cyclobacteriaceae 37 17 61 55 53 86 94 103 275 158 19 40 27 61 51 61 60 110 107 128 91 56 Labilitrichaceae 7 12 17 12 7 15 22 16 34 54 35 5 7 31 61 48 31 116 160 474 442 227 Ruminococcaceae 25 45 39 40 33 52 71 62 145 98 23 27 29 18 65 46 71 49 70 98 68 43 Reyranella_incertae_sedis_family 26 56 59 44 59 75 106 92 244 127 17 10 19 17 33 35 32 19 51 64 50 26 Verrucomicrobiaceae 18 17 10 60 33 49 57 57 140 67 23 16 6 9 20 29 106 68 79 145 127 75 Polyangiaceae 22 26 19 24 30 20 38 51 85 53 6 12 5 28 34 88 23 30 23 125 170 134 Rickettsiaceae 41 31 27 52 31 53 218 81 177 112 7 11 7 13 24 10 12 13 19 40 41 41 Spirochaetaceae 37 48 30 21 13 67 68 70 130 73 49 55 8 15 37 152 52 88 101 125 64 40 Chryseolinea_incertae_sedis_family 34 27 38 46 38 55 135 111 247 85 10 4 7 14 20 20 36 45 29 56 31 33 Phyllobacteriaceae 12 40 30 100 29 51 54 82 151 81 15 4 9 9 11 9 31 16 26 54 23 14 Flammeovirgaceae 19 10 34 24 11 52 74 55 93 72 19 7 6 18 32 26 44 21 97 81 68 11 Gracilibacteraceae 8 16 16 15 12 59 43 46 95 64 20 32 12 21 45 34 57 51 62 70 75 51 Hyphomicrobiaceae 12 43 39 43 27 48 107 89 135 57 5 9 7 2 16 9 22 16 12 47 16 24 Lachnospiraceae 15 21 25 31 6 39 50 65 52 66 13 12 11 13 45 45 20 15 19 39 48 36 Gemmatimonadaceae 13 37 50 34 21 27 65 54 146 78 3 11 5 6 7 35 24 11 15 28 25 41 Nitrosomonadaceae 16 26 25 22 20 51 44 58 111 113 3 3 9 6 26 15 5 5 9 13 21 14 Sandaracinaceae 10 16 5 13 5 18 16 44 52 24 8 12 1 6 3 12 23 45 61 161 108 132 Halomonadaceae 2 0 4 8 11 7 5 14 36 29 0 0 3 36 63 68 0 0 24 1 220 178 Deinococcaceae 19 20 25 11 10 63 23 21 36 8 27 13 25 9 8 13 55 35 143 80 34 19 Veillonellaceae 12 10 10 16 6 70 15 36 48 38 25 27 35 24 39 25 57 18 16 36 36 23 Geobacteraceae 8 26 15 29 6 11 22 69 98 63 10 12 5 10 10 29 11 7 13 24 29 6 Bradyrhizobiaceae 13 29 9 34 15 22 52 20 91 54 5 2 8 11 25 6 13 2 15 26 15 4 Desulfovibrionaceae 5 16 12 8 1 37 14 16 48 28 21 12 9 10 24 13 62 26 25 35 23 20 Streptococcaceae 4 1 8 6 8 41 29 20 39 38 29 9 13 24 24 29 13 14 19 51 56 15 Desulfobulbaceae 9 3 7 6 6 15 7 19 45 15 3 10 1 2 9 149 18 19 19 30 29 23 Coxiellaceae 3 16 57 10 8 22 22 45 121 54 2 4 0 6 9 13 1 2 11 13 6 0 Desulfobacteraceae 2 3 5 9 4 26 14 22 54 19 13 8 5 6 17 20 19 17 28 11 11 23 Nitrosopumilaceae 2 11 20 9 4 20 34 8 60 40 4 4 2 10 20 6 7 9 18 17 11 7 Methanoregulaceae 7 10 6 4 4 36 25 16 54 24 4 0 10 12 14 14 2 5 8 3 7 9 Rikenellaceae 4 11 15 10 0 18 21 28 57 58 2 11 1 6 5 3 2 2 18 24 16 6 Hyphomonadaceae 10 2 5 5 20 10 4 7 13 11 4 1 6 2 25 8 6 4 17 29 9 11 Nannocystaceae 3 10 3 9 4 7 2 19 33 14 1 2 0 1 7 0 8 11 10 33 20 31 Hydrogenophilaceae 1 2 1 2 0 1 4 0 13 10 0 0 0 0 4 2 0 4 26 26 36 40 Acidimicrobiaceae 8 11 4 12 9 9 23 5 61 30 1 0 1 1 17 10 0 0 2 0 6 3 Nocardioidaceae 2 11 10 6 5 11 2 15 8 4 1 0 0 3 3 6 32 1 4 1 5 6 Legionellaceae 4 7 5 8 7 24 20 8 23 22 0 5 0 4 4 2 2 3 10 7 3 5 Myxococcaceae 6 11 14 11 12 12 5 25 21 38 6 3 0 1 5 13 2 2 5 6 5 7 Syntrophaceae 4 8 14 6 7 9 31 31 33 16 2 1 0 1 2 1 3 0 2 6 3 9 Alcaligenaceae 6 21 21 4 7 5 40 18 31 43 1 0 0 3 7 14 2 3 1 2 9 4 Anaerolineaceae 1 2 1 13 11 5 13 17 25 13 3 8 5 3 6 10 8 8 6 10 15 5 Kofleriaceae 3 4 3 11 1 6 6 14 54 23 3 0 4 3 10 5 1 6 15 28 10 9 Methylobacteriaceae 5 1 15 3 0 4 29 46 41 17 0 0 2 14 4 4 1 0 1 4 3 6 Ignavibacteriaceae 1 11 6 21 3 5 12 22 43 19 1 2 0 2 5 2 4 0 2 9 1 0 Granulosicoccaceae 4 17 25 0 7 7 24 8 29 32 0 4 0 0 1 2 0 0 0 0 0 0 Planctomycetaceae 0 5 2 2 1 5 6 8 26 17 5 1 0 1 5 0 3 2 6 6 6 1 Aurantimonadaceae 0 8 10 1 0 2 55 24 31 6 0 0 1 0 0 10 2 1 0 2 7 0 Acanthopleuribacteraceae 6 4 4 10 0 5 14 7 19 22 0 1 3 1 0 11 2 2 9 12 10 25 Acidobacteriaceae 0 13 1 7 0 3 15 16 20 18 0 0 0 4 2 11 0 0 0 2 2 7 Peptostreptococcaceae 0 0 0 11 0 9 4 5 9 6 5 1 3 0 3 4 9 1 4 12 3 5 Victivallaceae 2 1 7 1 0 4 1 4 12 19 3 6 4 0 12 11 0 2 6 6 5 5 Iamiaceae 5 2 0 5 4 6 11 1 10 12 0 3 2 0 0 4 0 0 0 1 2 2 Lentisphaeraceae 5 1 8 3 8 10 10 14 39 17 2 0 0 3 4 0 0 5 1 1 4 1 Gallionellaceae 2 7 7 2 6 7 19 8 30 8 0 0 0 0 1 1 0 1 0 0 2 0 Fibrobacteraceae 1 0 1 0 1 3 2 14 1 7 1 4 4 5 9 3 3 5 8 14 2 4 Oligoflexaceae 2 7 11 4 0 7 11 6 6 2 3 2 0 0 1 4 9 1 3 6 5 0 Archangiaceae 3 6 2 4 4 6 6 14 9 10 0 1 0 0 2 0 0 0 3 2 1 1 Bryobacteraceae 4 8 0 3 0 4 13 7 25 0 1 0 2 3 0 0 6 9 15 16 10 1 Leptospiraceae 5 6 2 6 4 3 7 9 5 8 8 0 0 1 4 1 2 4 3 6 9 1 Enterococcaceae 0 1 0 3 0 10 2 2 1 11 0 4 0 2 1 1 2 0 2 4 6 3 Halothiobacillaceae 0 7 25 0 3 6 12 10 11 1 0 0 0 0 0 4 0 1 0 0 4 1 Parachlamydiaceae 0 5 7 6 0 2 10 13 39 2 0 0 0 1 5 1 0 0 0 1 1 0 Rubritaleaceae 0 0 1 1 0 3 0 1 2 2 0 2 0 1 0 0 5 18 6 25 23 44 Intrasporangiaceae 1 0 0 25 2 1 6 8 9 11 1 0 0 0 0 5 4 2 1 4 4 5 Puniceicoccaceae 0 1 0 1 2 0 1 3 12 8 3 3 3 4 3 5 1 6 0 0 4 1 Helicobacteraceae 8 1 7 8 1 5 6 12 16 8 0 0 0 0 0 4 1 0 2 1 2 2 Bacillaceae 3 0 0 0 0 0 2 0 0 13 0 0 0 1 0 0 0 1 0 0 3 0 Candidatus Cloacimonas_incertae_sedis_family 0 7 3 0 0 5 4 0 7 2 0 0 1 1 5 1 7 7 5 5 3 0 Micropepsaceae 0 0 2 1 0 4 5 3 16 11 0 1 2 1 0 8 1 0 0 0 1 0 Syntrophobacteraceae 1 0 5 6 0 7 4 2 10 8 0 0 0 0 1 0 2 0 0 0 2 8 Eubacteriaceae 1 0 3 0 0 0 0 2 16 5 0 0 0 0 4 4 3 0 0 3 4 3 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