library(bugphyzz)
library(purrr)
library(dplyr)
library(ggplot2)
library(taxPPro)
library(ape)
library(castor)Import data
bp <- importBugphyzz(version = "devel")Density plot of NSTI values
dat <- purrr::map(bp, ~ {
.x |>
filter(Attribute_type == "numeric")
}) |>
discard(~ !nrow(.x)) |>
purrr::map(~ filter(.x, !is.na(NSTI))) |>
discard(~ !nrow(.x)) |>
bind_rows()
dat |>
ggplot(aes(NSTI)) +
geom_histogram(
aes(fill = Attribute), color = "black", binwidth = 0.02
) +
facet_wrap(~Attribute) +
theme_bw() 
ltp <- ltp()
tr <- ltp$tree
fts <- find_farthest_tip_pair(tr)
tip1 <- tr$tip.label[fts$tip1]
tip2 <- tr$tip.label[fts$tip2]
tbl <- tibble(
tip1 = tip1,
tip2 = tip2,
dist = fts$distance
)
tbl
#> # A tibble: 1 × 3
#> tip1 tip2 dist
#> <chr> <chr> <dbl>
#> 1 Segatella_buccae-_-AB547675--_JCM_12245_T Halapricum_desulfuricans-_-CP… 1.86
nsti_ecoli <- getNsti(tr, "Escherichia_coli-_-X80725--_ATCC_11775T_T", nodes = "2")
thr <- 0.2
mins <- dat |>
filter(NSTI < thr) |>
arrange(NSTI) |>
slice_min(order_by = NSTI, n = 10)
mins
#> NCBI_ID Taxon_name Rank Attribute Attribute_value
#> 1 1005038 Fimbriimonas genus coding genes 3.382071e+03
#> 2 100715 Chloroherpeton genus coding genes 2.568613e+03
#> 3 1054211 Sulfuritalea genus coding genes 3.205489e+03
#> 4 1055688 Sandaracinus genus coding genes 7.309759e+03
#> 5 1077265 Chthonomonas genus coding genes 3.382071e+03
#> 6 1134403 Melioribacter genus coding genes 3.043479e+03
#> 7 117999 Denitrovibrio genus coding genes 2.655478e+03
#> 8 1193324 Alkalitalea genus coding genes 3.603867e+03
#> 9 120961 Roseiflexus genus coding genes 4.024995e+03
#> 10 1227 Nitrosococcus genus coding genes 3.186265e+03
#> 11 123 Pirellula genus coding genes 5.381724e+03
#> 12 1237 Piscirickettsia genus coding genes 3.017941e+03
#> 13 127 Isosphaera genus coding genes 5.213298e+03
#> 14 1284657 Planktomarina genus coding genes 4.036800e+03
#> 15 129001 Syntrophothermus genus coding genes 2.605571e+03
#> 16 140458 Thermacetogenium genus coding genes 2.893435e+03
#> 17 1408194 Endomicrobium genus coding genes 1.987939e+03
#> 18 141450 Oleiphilus genus coding genes 4.867331e+03
#> 19 1434006 Fretibacterium genus coding genes 1.896902e+03
#> 20 1445504 Gynuella genus coding genes 3.896832e+03
#> 21 147067 Thermobispora genus coding genes 5.663435e+03
#> 22 1472344 Basilea genus coding genes 3.187280e+03
#> 23 1511648 Defluviitoga genus coding genes 1.891558e+03
#> 24 1524214 Vulgatibacter genus coding genes 5.046332e+03
#> 25 1524217 Labilithrix genus coding genes 9.057231e+03
#> 26 153497 Kozakia genus coding genes 3.051317e+03
#> 27 1537406 Bacterioplanes genus coding genes 3.761515e+03
#> 28 1608298 Thiolapillus genus coding genes 3.294358e+03
#> 29 1611681 Mucinivorans genus coding genes 3.130447e+03
#> 30 1616789 Salinispira genus coding genes 2.981361e+03
#> 31 162171 Magnetococcus genus coding genes 3.463219e+03
#> 32 1649470 Minicystis genus coding genes 9.268611e+03
#> 33 1656823 Halanaeroarchaeum genus coding genes 2.449148e+03
#> 34 1676651 Limnochorda genus coding genes 3.216770e+03
#> 35 1677050 Novibacillus genus coding genes 3.455691e+03
#> 36 1729679 Faecalibaculum genus coding genes 2.170424e+03
#> 37 1734920 Pseudorhodoplanes genus coding genes 5.685350e+03
#> 38 1738655 Woeseia genus coding genes 3.213902e+03
#> 39 1745211 Chania genus coding genes 4.238481e+03
#> 40 1747777 Cuniculiplasma genus coding genes 1.725353e+03
#> 41 1751872 Lacimicrobium genus coding genes 3.827694e+03
#> 42 1759331 Cnuibacter genus coding genes 3.499965e+03
#> 43 178440 Opitutus genus coding genes 3.472439e+03
#> 44 1784836 Fermentimonas genus coding genes 2.944563e+03
#> 45 1804663 Haematospirillum genus coding genes 3.431621e+03
#> 46 1847725 Lawsonella genus coding genes 2.828827e+03
#> 47 186191 Marinithermus genus coding genes 2.479731e+03
#> 48 1914449 Rugosibacter genus coding genes 3.205489e+03
#> 49 1921784 Kiritimatiella genus coding genes 2.939418e+03
#> 50 1934947 Immundisolibacter genus coding genes 3.208960e+03
#> 51 1936111 Fuerstiella genus coding genes 4.914784e+03
#> 52 196082 Parascardovia genus coding genes 1.704796e+03
#> 53 1970191 Salinivirga genus coding genes 3.636937e+03
#> 54 1980514 Halodesulfurarchaeum genus coding genes 2.449148e+03
#> 55 200414 Caldisphaera genus coding genes 1.572770e+03
#> 56 2004797 Luteitalea genus coding genes 4.066758e+03
#> 57 201096 Alicycliphilus genus coding genes 4.097030e+03
#> 58 2038 Tropheryma genus coding genes 2.681685e+03
#> 59 2042066 Paraphotobacterium genus coding genes 3.639375e+03
#> 60 2044 Pimelobacter genus coding genes 4.276532e+03
#> 61 2056 Sphaerobacter genus coding genes 3.363291e+03
#> 62 216431 Croceibacter genus coding genes 3.375304e+03
#> 63 2282742 Desulfofarcimen genus coding genes 3.375434e+03
#> 64 2319 Methanopyrus genus coding genes 1.925402e+03
#> 65 2349 Haliscomenobacter genus coding genes 4.843194e+03
#> 66 2351 Flexistipes genus coding genes 2.572954e+03
#> 67 252965 Mahella genus coding genes 3.190642e+03
#> 68 253238 Ethanoligenens genus coding genes 2.616403e+03
#> 69 267986 Owenweeksia genus coding genes 3.655467e+03
#> 70 2690160 Limihaloglobus genus coding genes 3.012507e+03
#> 71 269260 Nitratifractor genus coding genes 2.249243e+03
#> 72 2700084 Urechidicola genus coding genes 2.846485e+03
#> 73 2800682 Paraurantiacibacter genus coding genes 3.051362e+03
#> 74 28048 Acidothermus genus coding genes 4.185699e+03
#> 75 28186 Acetohalobium genus coding genes 2.455587e+03
#> 76 28250 Ornithobacterium genus coding genes 2.902608e+03
#> 77 2854182 Falsihalocynthiibacter genus coding genes 4.084093e+03
#> 78 2854186 Pseudosulfitobacter genus coding genes 4.556258e+03
#> 79 2856573 Infirmifilum genus coding genes 1.731874e+03
#> 80 286130 Sulfuricurvum genus coding genes 2.427270e+03
#> 81 2861660 Pseudalgibacter genus coding genes 3.018778e+03
#> 82 2862745 Pseudobdellovibrio genus coding genes 3.124425e+03
#> 83 2904716 Desulfosudis genus coding genes 3.698443e+03
#> 84 293431 Haloquadratum genus coding genes 3.503914e+03
#> 85 2935559 Allomeiothermus genus coding genes 3.045261e+03
#> 86 2951106 Gracilinema genus coding genes 3.015495e+03
#> 87 2951107 Leadbettera genus coding genes 3.255776e+03
#> 88 3026546 Duffyella genus coding genes 4.149188e+03
#> 89 3062336 Parasphaerochaeta genus coding genes 2.829848e+03
#> 90 309512 Dinoroseobacter genus coding genes 3.801926e+03
#> 91 316612 Methylibium genus coding genes 4.655925e+03
#> 92 316625 Saccharophagus genus coding genes 3.816284e+03
#> 93 319458 Leadbetterella genus coding genes 4.153048e+03
#> 94 320496 Neoasaia genus coding genes 3.051317e+03
#> 95 32068 Sebaldella genus coding genes 2.557140e+03
#> 96 32636 Halothermothrix genus coding genes 2.407409e+03
#> 97 332248 Truepera genus coding genes 3.076527e+03
#> 98 334767 Ignisphaera genus coding genes 1.737681e+03
#> 99 336260 Thermovirga genus coding genes 1.980802e+03
#> 100 338321 Turneriella genus coding genes 3.151929e+03
#> 101 33870 Coriobacterium genus coding genes 2.105427e+03
#> 102 33969 Melissococcus genus coding genes 2.847600e+03
#> 103 33973 Acidobacterium genus coding genes 4.094879e+03
#> 104 34093 Simkania genus coding genes 2.041686e+03
#> 105 364409 Granulibacter genus coding genes 3.126212e+03
#> 106 376488 Halotalea genus coding genes 3.637683e+03
#> 107 412592 Thermosulfidibacter genus coding genes 2.035083e+03
#> 108 423604 Elusimicrobium genus coding genes 1.987939e+03
#> 109 427922 Desulfurivibrio genus coding genes 3.357445e+03
#> 110 453229 Desulfarculus genus coding genes 3.876308e+03
#> 111 45662 Desulfohalobium genus coding genes 3.460666e+03
#> 112 458032 Chloracidobacterium genus coding genes 3.923500e+03
#> 113 475087 Methanosphaerula genus coding genes 2.678165e+03
#> 114 477695 Thermogladius genus coding genes 1.522877e+03
#> 115 497726 Nitrososphaera genus coding genes 2.664575e+03
#> 116 51196 Syntrophobotulus genus coding genes 3.181542e+03
#> 117 53634 Acidimicrobium genus coding genes 3.348056e+03
#> 118 54247 Hyperthermus genus coding genes 1.735496e+03
#> 119 54251 Pyrolobus genus coding genes 1.740118e+03
#> 120 54253 Thermosphaera genus coding genes 1.437386e+03
#> 121 54260 Ferroglobus genus coding genes 2.168185e+03
#> 122 545865 Calditerrivibrio genus coding genes 2.655478e+03
#> 123 56112 Dehalobacter genus coding genes 3.181542e+03
#> 124 60892 Desulfobacca genus coding genes 3.618828e+03
#> 125 61434 Dehalococcoides genus coding genes 2.071477e+03
#> 126 666508 Phycisphaera genus coding genes 3.525076e+03
#> 127 685950 Fervidicoccus genus coding genes 1.688177e+03
#> 128 693074 Caldisericum genus coding genes 2.126385e+03
#> 129 702 Plesiomonas genus coding genes 3.772679e+03
#> 130 71666 Waddlia genus coding genes 2.041686e+03
#> 131 74968 Ferroplasma genus coding genes 1.725353e+03
#> 132 795750 Ignavibacterium genus coding genes 3.043479e+03
#> 133 79603 Denitrobacterium genus coding genes 2.070798e+03
#> 134 82982 Obesumbacterium genus coding genes 4.752879e+03
#> 135 82984 Pragia genus coding genes 4.156857e+03
#> 136 84162 Cryptobacterium genus coding genes 2.096482e+03
#> 137 84756 Beutenbergia genus coding genes 3.467172e+03
#> 138 935200 Sulfuricella genus coding genes 3.099938e+03
#> 139 1005038 Fimbriimonas genus genome size 3.839794e+06
#> 140 100715 Chloroherpeton genus genome size 2.912553e+06
#> 141 1054211 Sulfuritalea genus genome size 3.544750e+06
#> 142 1055688 Sandaracinus genus genome size 8.672035e+06
#> 143 1077265 Chthonomonas genus genome size 3.839794e+06
#> 144 1134403 Melioribacter genus genome size 3.541950e+06
#> 145 117999 Denitrovibrio genus genome size 2.920482e+06
#> 146 1193324 Alkalitalea genus genome size 4.605225e+06
#> 147 120961 Roseiflexus genus genome size 5.130129e+06
#> 148 1227 Nitrosococcus genus genome size 3.593453e+06
#> 149 123 Pirellula genus genome size 6.128834e+06
#> 150 1237 Piscirickettsia genus genome size 3.390114e+06
#> 151 127 Isosphaera genus genome size 7.040266e+06
#> 152 1284657 Planktomarina genus genome size 4.310830e+06
#> 153 129001 Syntrophothermus genus genome size 2.833987e+06
#> 154 140458 Thermacetogenium genus genome size 3.068475e+06
#> 155 1408194 Endomicrobium genus genome size 2.258771e+06
#> 156 141450 Oleiphilus genus genome size 5.455423e+06
#> 157 1434006 Fretibacterium genus genome size 2.255772e+06
#> 158 1445504 Gynuella genus genome size 4.429614e+06
#> 159 147067 Thermobispora genus genome size 6.496004e+06
#> 160 1472344 Basilea genus genome size 3.720715e+06
#> 161 1511648 Defluviitoga genus genome size 2.129986e+06
#> 162 1524214 Vulgatibacter genus genome size 5.987045e+06
#> 163 1524217 Labilithrix genus genome size 1.075365e+07
#> 164 153497 Kozakia genus genome size 3.429397e+06
#> 165 1537406 Bacterioplanes genus genome size 4.119742e+06
#> 166 1608298 Thiolapillus genus genome size 3.727651e+06
#> 167 1611681 Mucinivorans genus genome size 3.835388e+06
#> 168 1616789 Salinispira genus genome size 3.391700e+06
#> 169 162171 Magnetococcus genus genome size 4.018670e+06
#> 170 1649470 Minicystis genus genome size 1.167954e+07
#> 171 1656823 Halanaeroarchaeum genus genome size 2.445902e+06
#> 172 1676651 Limnochorda genus genome size 3.529512e+06
#> 173 1677050 Novibacillus genus genome size 3.758653e+06
#> 174 1729679 Faecalibaculum genus genome size 2.287897e+06
#> 175 1734920 Pseudorhodoplanes genus genome size 6.132118e+06
#> 176 1738655 Woeseia genus genome size 3.627055e+06
#> 177 1745211 Chania genus genome size 4.925711e+06
#> 178 1747777 Cuniculiplasma genus genome size 1.776177e+06
#> 179 1751872 Lacimicrobium genus genome size 4.443329e+06
#> 180 1759331 Cnuibacter genus genome size 3.956993e+06
#> 181 178440 Opitutus genus genome size 4.303992e+06
#> 182 1784836 Fermentimonas genus genome size 3.635260e+06
#> 183 1804663 Haematospirillum genus genome size 3.879980e+06
#> 184 1847725 Lawsonella genus genome size 3.237473e+06
#> 185 186191 Marinithermus genus genome size 2.559991e+06
#> 186 1914449 Rugosibacter genus genome size 3.544750e+06
#> 187 1921784 Kiritimatiella genus genome size 3.524867e+06
#> 188 1934947 Immundisolibacter genus genome size 3.620282e+06
#> 189 1936111 Fuerstiella genus genome size 6.240668e+06
#> 190 196082 Parascardovia genus genome size 2.080340e+06
#> 191 1970191 Salinivirga genus genome size 4.613748e+06
#> 192 1980514 Halodesulfurarchaeum genus genome size 2.445902e+06
#> 193 200414 Caldisphaera genus genome size 1.572532e+06
#> 194 2004797 Luteitalea genus genome size 4.861144e+06
#> 195 201096 Alicycliphilus genus genome size 4.629930e+06
#> 196 2038 Tropheryma genus genome size 2.994189e+06
#> 197 2042066 Paraphotobacterium genus genome size 4.229681e+06
#> 198 2044 Pimelobacter genus genome size 4.870539e+06
#> 199 2056 Sphaerobacter genus genome size 3.843277e+06
#> 200 216431 Croceibacter genus genome size 3.856446e+06
#> 201 2282742 Desulfofarcimen genus genome size 3.693361e+06
#> 202 2319 Methanopyrus genus genome size 1.885935e+06
#> 203 2349 Haliscomenobacter genus genome size 6.025675e+06
#> 204 2351 Flexistipes genus genome size 2.839858e+06
#> 205 252965 Mahella genus genome size 3.520397e+06
#> 206 253238 Ethanoligenens genus genome size 2.863319e+06
#> 207 267986 Owenweeksia genus genome size 4.320547e+06
#> 208 2690160 Limihaloglobus genus genome size 3.848242e+06
#> 209 269260 Nitratifractor genus genome size 2.328300e+06
#> 210 2700084 Urechidicola genus genome size 3.335767e+06
#> 211 2800682 Paraurantiacibacter genus genome size 3.251808e+06
#> 212 28048 Acidothermus genus genome size 4.757446e+06
#> 213 28186 Acetohalobium genus genome size 2.700771e+06
#> 214 28250 Ornithobacterium genus genome size 3.285812e+06
#> 215 2854182 Falsihalocynthiibacter genus genome size 4.336597e+06
#> 216 2854186 Pseudosulfitobacter genus genome size 4.752314e+06
#> 217 2856573 Infirmifilum genus genome size 1.722837e+06
#> 218 286130 Sulfuricurvum genus genome size 2.478966e+06
#> 219 2861660 Pseudalgibacter genus genome size 3.615681e+06
#> 220 2862745 Pseudobdellovibrio genus genome size 3.286498e+06
#> 221 2904716 Desulfosudis genus genome size 4.280522e+06
#> 222 293431 Haloquadratum genus genome size 3.649473e+06
#> 223 2935559 Allomeiothermus genus genome size 3.196582e+06
#> 224 2951106 Gracilinema genus genome size 3.471932e+06
#> 225 2951107 Leadbettera genus genome size 3.723160e+06
#> 226 3026546 Duffyella genus genome size 4.592785e+06
#> 227 3062336 Parasphaerochaeta genus genome size 3.216775e+06
#> 228 309512 Dinoroseobacter genus genome size 3.957113e+06
#> 229 316612 Methylibium genus genome size 5.099847e+06
#> 230 316625 Saccharophagus genus genome size 4.520954e+06
#> 231 319458 Leadbetterella genus genome size 4.981008e+06
#> 232 320496 Neoasaia genus genome size 3.429397e+06
#> 233 32068 Sebaldella genus genome size 2.819810e+06
#> 234 32636 Halothermothrix genus genome size 2.675874e+06
#> 235 332248 Truepera genus genome size 3.326656e+06
#> 236 334767 Ignisphaera genus genome size 1.706788e+06
#> 237 336260 Thermovirga genus genome size 2.257688e+06
#> 238 338321 Turneriella genus genome size 3.440584e+06
#> 239 33870 Coriobacterium genus genome size 2.585423e+06
#> 240 33969 Melissococcus genus genome size 3.258990e+06
#> 241 33973 Acidobacterium genus genome size 5.045889e+06
#> 242 34093 Simkania genus genome size 2.258872e+06
#> 243 364409 Granulibacter genus genome size 3.484921e+06
#> 244 376488 Halotalea genus genome size 4.247995e+06
#> 245 412592 Thermosulfidibacter genus genome size 2.144250e+06
#> 246 423604 Elusimicrobium genus genome size 2.258771e+06
#> 247 427922 Desulfurivibrio genus genome size 3.887371e+06
#> 248 453229 Desulfarculus genus genome size 4.467010e+06
#> 249 45662 Desulfohalobium genus genome size 3.952259e+06
#> 250 458032 Chloracidobacterium genus genome size 4.724203e+06
#> 251 475087 Methanosphaerula genus genome size 2.845670e+06
#> 252 477695 Thermogladius genus genome size 1.484784e+06
#> 253 497726 Nitrososphaera genus genome size 2.225559e+06
#> 254 51196 Syntrophobotulus genus genome size 3.386245e+06
#> 255 53634 Acidimicrobium genus genome size 3.748178e+06
#> 256 54247 Hyperthermus genus genome size 1.760642e+06
#> 257 54251 Pyrolobus genus genome size 1.761107e+06
#> 258 54253 Thermosphaera genus genome size 1.399739e+06
#> 259 54260 Ferroglobus genus genome size 1.908698e+06
#> 260 545865 Calditerrivibrio genus genome size 2.920482e+06
#> 261 56112 Dehalobacter genus genome size 3.386245e+06
#> 262 60892 Desulfobacca genus genome size 4.145551e+06
#> 263 61434 Dehalococcoides genus genome size 2.143900e+06
#> 264 666508 Phycisphaera genus genome size 4.351525e+06
#> 265 685950 Fervidicoccus genus genome size 1.630655e+06
#> 266 693074 Caldisericum genus genome size 2.315961e+06
#> 267 702 Plesiomonas genus genome size 4.356985e+06
#> 268 71666 Waddlia genus genome size 2.258872e+06
#> 269 74968 Ferroplasma genus genome size 1.776177e+06
#> 270 795750 Ignavibacterium genus genome size 3.541950e+06
#> 271 79603 Denitrobacterium genus genome size 2.568824e+06
#> 272 82982 Obesumbacterium genus genome size 5.336022e+06
#> 273 82984 Pragia genus genome size 4.790391e+06
#> 274 84162 Cryptobacterium genus genome size 2.566483e+06
#> 275 84756 Beutenbergia genus genome size 3.955645e+06
#> 276 935200 Sulfuricella genus genome size 3.366716e+06
#> 277 1000999 Acidipila genus growth temperature 2.431825e+01
#> 278 100132 Sporobacterium genus growth temperature 3.661934e+01
#> 279 1006481 Microaerobacter genus growth temperature 3.465754e+01
#> 280 1007 Saprospira genus growth temperature 2.448599e+01
#> 281 1007082 Nitrosarchaeum genus growth temperature 2.929621e+01
#> 282 1007342 Desulfurispira genus growth temperature 2.927345e+01
#> 283 100883 Coprobacillus genus growth temperature 3.704999e+01
#> 284 1011 Sporocytophaga genus growth temperature 2.652987e+01
#> 285 1023 Microscilla genus growth temperature 2.795255e+01
#> 286 1042315 Armatimonas genus growth temperature 3.791786e+01
#> 287 1042325 Aciditerrimonas genus growth temperature 3.802452e+01
#> 288 1051898 Actimicrobium genus growth temperature 2.549451e+01
#> 289 1054211 Sulfuritalea genus growth temperature 2.357158e+01
#> 290 1055688 Sandaracinus genus growth temperature 3.099661e+01
#> 291 1070 Rhodopila genus growth temperature 2.494213e+01
#> 292 1075398 Salarchaeum genus growth temperature 3.652558e+01
#> 293 1076933 Constrictibacter genus growth temperature 2.677945e+01
#> 294 1077265 Chthonomonas genus growth temperature 4.359576e+01
#> 295 1078829 Telmatobacter genus growth temperature 2.022023e+01
#> 296 1078860 Bryocella genus growth temperature 2.096394e+01
#> 297 1079057 Phorcysia genus growth temperature 7.454349e+01
#> 298 1079922 Commensalibacter genus growth temperature 2.837625e+01
#> 299 1080709 Methanomassiliicoccus genus growth temperature 5.184048e+01
#> 300 109324 Pelospora genus growth temperature 3.460184e+01
#> 301 1097443 Aureibacter genus growth temperature 2.298910e+01
#> 302 1115103 Wandonia genus growth temperature 1.676935e+01
#> 303 111830 Defluviicoccus genus growth temperature 2.677363e+01
#> 304 1121251 Cucumibacter genus growth temperature 2.136575e+01
#> 305 1121253 Catelliglobosispora genus growth temperature 2.748768e+01
#> 306 1122283 Maricurvus genus growth temperature 2.442124e+01
#> 307 1122284 Pseudoteredinibacter genus growth temperature 2.474913e+01
#> 308 1123044 Ponticaulis genus growth temperature 2.532040e+01
#> 309 1123222 Spongiispira genus growth temperature 2.454175e+01
#> 310 1123967 Porticoccus genus growth temperature 2.462927e+01
#> 311 1132027 Chromatocurvus genus growth temperature 2.418438e+01
#> 312 1132766 Alpinimonas genus growth temperature 1.975532e+01
#> 313 1134403 Melioribacter genus growth temperature 4.293857e+01
#> 314 1143004 Methyloferula genus growth temperature 2.426699e+01
#> 315 1146865 Rivibacter genus growth temperature 2.644878e+01
#> 316 1150774 Natribacillus genus growth temperature 3.526660e+01
#> 317 1156568 Methylovirgula genus growth temperature 2.712142e+01
#> 318 1159323 Macellibacteroides genus growth temperature 3.363560e+01
#> 319 1159909 Bombiscardovia genus growth temperature 3.634609e+01
#> 320 116071 Micropruina genus growth temperature 2.617763e+01
#> 321 1160973 Auritidibacter genus growth temperature 2.967906e+01
#> 322 1161125 Helcobacillus genus growth temperature 2.846661e+01
#> 323 1165076 Imtechella genus growth temperature 1.669563e+01
#> 324 1172428 Thermotomaculum genus growth temperature 4.486097e+01
#> 325 1176327 Aureitalea genus growth temperature 1.745575e+01
#> 326 117999 Denitrovibrio genus growth temperature 3.472889e+01
#> 327 118004 Chrysiogenes genus growth temperature 2.968354e+01
#> 328 1182780 Magnetospira genus growth temperature 2.167884e+01
#> 329 1184606 Austwickia genus growth temperature 3.091439e+01
#> 330 118747 Bulleidia genus growth temperature 3.698871e+01
#> 331 1187887 Nitritalea genus growth temperature 2.480273e+01
#> 332 1191515 Ornithinibacter genus growth temperature 2.749747e+01
#> 333 1193324 Alkalitalea genus growth temperature 3.094169e+01
#> 334 1197472 Meridianimaribacter genus growth temperature 1.429595e+01
#> 335 1200657 Saccharofermentans genus growth temperature 3.830661e+01
#> 336 120376 Salana genus growth temperature 2.820830e+01
#> 337 120961 Roseiflexus genus growth temperature 4.655144e+01
#> 338 1213720 Stomatobaculum genus growth temperature 3.677277e+01
#> 339 1215913 Litorilinea genus growth temperature 5.274129e+01
#> 340 1217101 Haloactinopolyspora genus growth temperature 2.823533e+01
#> 341 1217414 Sediminihabitans genus growth temperature 2.816725e+01
#> 342 1218803 Metallibacterium genus growth temperature 3.116384e+01
#> 343 1220599 Phaeovibrio genus growth temperature 2.734022e+01
#> 344 1221209 Methylomarinum genus growth temperature 2.408779e+01
#> 345 1223303 Humitalea genus growth temperature 2.667691e+01
#> 346 1227 Nitrosococcus genus growth temperature 2.817345e+01
#> 347 123 Pirellula genus growth temperature 1.970769e+01
#> 348 1233041 Salinirepens genus growth temperature 1.676935e+01
#> 349 1233054 Oceanicella genus growth temperature 2.880318e+01
#> 350 123375 Solobacterium genus growth temperature 3.698871e+01
#> 351 1235438 Snuella genus growth temperature 1.838223e+01
#> 352 1246645 Chungangia genus growth temperature 2.806900e+01
#> 353 1246649 Cellulosibacter genus growth temperature 5.262769e+01
#> 354 1249016 Otariodibacter genus growth temperature 3.641169e+01
#> 355 1255275 Oceanotoga genus growth temperature 4.603032e+01
#> 356 1258570 Profundibacterium genus growth temperature 1.225685e+01
#> 357 1259734 Compostimonas genus growth temperature 2.293719e+01
#> 358 1263959 Caloribacterium genus growth temperature 5.477820e+01
#> 359 1264044 Litoribacillus genus growth temperature 2.459715e+01
#> 360 1265689 Nafulsella genus growth temperature 2.133299e+01
#> 361 1273155 Thiohalobacter genus growth temperature 3.077075e+01
#> 362 1274363 Polycyclovorans genus growth temperature 2.853297e+01
#> 363 127457 Thiobaca genus growth temperature 2.348016e+01
#> 364 1277353 Methylorosula genus growth temperature 2.509629e+01
#> 365 1279384 Eggerthia genus growth temperature 3.700798e+01
#> 366 1279388 Kandleria genus growth temperature 3.701445e+01
#> 367 1281902 Blastocatella genus growth temperature 2.912197e+01
#> 368 129001 Syntrophothermus genus growth temperature 4.844616e+01
#> 369 1295378 Methylogaea genus growth temperature 3.156881e+01
#> 370 1297562 Phaseolibacter genus growth temperature 2.837849e+01
#> 371 1303912 Desulfatitalea genus growth temperature 2.934448e+01
#> 372 1313115 Magnetovibrio genus growth temperature 2.472554e+01
#> 373 1313210 Oligosphaera genus growth temperature 3.079443e+01
#> 374 1314700 Oceanibacterium genus growth temperature 2.169006e+01
#> 375 1321364 Tistlia genus growth temperature 2.493528e+01
#> 376 1324129 Pseudenhygromyxa genus growth temperature 2.929921e+01
#> 377 1326739 Calderihabitans genus growth temperature 5.516410e+01
#> 378 1330022 Phaeochromatium genus growth temperature 2.520957e+01
#> 379 133269 Hydrogenothermus genus growth temperature 6.921224e+01
#> 380 1333716 Schleiferia genus growth temperature 4.371256e+01
#> 381 1341120 Pseudohaliea genus growth temperature 2.680790e+01
#> 382 1343556 Hazenella genus growth temperature 4.495829e+01
#> 383 1344362 Rehaibacterium genus growth temperature 2.759372e+01
#> 384 1348508 Roseimicrobium genus growth temperature 2.739662e+01
#> 385 1354809 Keratinibaculum genus growth temperature 4.685415e+01
#> 386 135858 Catenibacterium genus growth temperature 3.701946e+01
#> 387 1364858 Agaricicola genus growth temperature 2.759726e+01
#> 388 136491 Atopobacter genus growth temperature 3.593133e+01
#> 389 1382832 Telmatocola genus growth temperature 2.571600e+01
#> 390 1382931 Ardenticatena genus growth temperature 4.452967e+01
#> 391 1383070 Brevifollis genus growth temperature 2.149029e+01
#> 392 1383890 Fluviimonas genus growth temperature 2.040808e+01
#> 393 1384499 Pisciglobus genus growth temperature 2.968858e+01
#> 394 1395974 Tardiphaga genus growth temperature 2.809068e+01
#> 395 1398404 Salinihabitans genus growth temperature 2.718430e+01
#> 396 1400054 Allocatelliglobosispora genus growth temperature 2.671838e+01
#> 397 1400055 Murinocardiopsis genus growth temperature 3.131496e+01
#> 398 1400057 Gangjinia genus growth temperature 2.036503e+01
#> 399 1400060 Roseibaca genus growth temperature 2.748689e+01
#> 400 1400134 Streptohalobacillus genus growth temperature 2.953890e+01
#> 401 1403538 Fervidicella genus growth temperature 4.845140e+01
#> 402 1403697 Maritimimonas genus growth temperature 1.912807e+01
#> 403 1403714 Parapusillimonas genus growth temperature 2.526734e+01
#> 404 140458 Thermacetogenium genus growth temperature 4.925329e+01
#> 405 1406135 Breoghania genus growth temperature 2.280851e+01
#> 406 140625 Lachnobacterium genus growth temperature 3.605509e+01
#> 407 1407607 Fusicatenibacter genus growth temperature 3.596944e+01
#> 408 1408194 Endomicrobium genus growth temperature 4.163398e+01
#> 409 1410680 Methyloglobulus genus growth temperature 1.531322e+01
#> 410 141450 Oleiphilus genus growth temperature 2.141828e+01
#> 411 1424614 Thermoactinospora genus growth temperature 3.696931e+01
#> 412 142587 Isobaculum genus growth temperature 3.163343e+01
#> 413 1427172 Aminivibrio genus growth temperature 3.895105e+01
#> 414 1427376 Parvibacter genus growth temperature 3.699696e+01
#> 415 1427378 Acetatifactor genus growth temperature 3.427011e+01
#> 416 1433987 Amantichitinum genus growth temperature 2.815866e+01
#> 417 1433989 Aureicoccus genus growth temperature 1.954491e+01
#> 418 1433990 Aureivirga genus growth temperature 1.766015e+01
#> 419 1433992 Chitinivorax genus growth temperature 2.873872e+01
#> 420 1433993 Chryseolinea genus growth temperature 2.586923e+01
#> 421 1433994 Corallomonas genus growth temperature 2.149894e+01
#> 422 1433995 Cruoricaptor genus growth temperature 1.879659e+01
#> 423 1433997 Diaminobutyricimonas genus growth temperature 2.264566e+01
#> 424 1433998 Dissulfuribacter genus growth temperature 3.750323e+01
#> 425 1434000 Eilatimonas genus growth temperature 2.480151e+01
#> 426 1434001 Extensimonas genus growth temperature 2.643716e+01
#> 427 1434003 Flindersiella genus growth temperature 2.736040e+01
#> 428 1434004 Fonticella genus growth temperature 4.975022e+01
#> 429 1434005 Fontimonas genus growth temperature 3.124677e+01
#> 430 1434006 Fretibacterium genus growth temperature 3.895105e+01
#> 431 1434007 Fulvitalea genus growth temperature 2.349345e+01
#> 432 1434008 Hasllibacter genus growth temperature 2.171487e+01
#> 433 1434009 Homoserinimonas genus growth temperature 2.243758e+01
#> 434 1434013 Labedaea genus growth temperature 2.719985e+01
#> 435 1434014 Lentibacter genus growth temperature 2.479921e+01
#> 436 1434015 Limimonas genus growth temperature 2.847714e+01
#> 437 1434016 Longimycelium genus growth temperature 2.770307e+01
#> 438 1434017 Luteivirga genus growth temperature 2.368998e+01
#> 439 1434018 Lysinimonas genus growth temperature 2.264566e+01
#> 440 1434020 Mangroviflexus genus growth temperature 2.509268e+01
#> 441 1434024 Natronoflexus genus growth temperature 3.094169e+01
#> 442 1434025 Neiella genus growth temperature 2.155851e+01
#> 443 1434026 Oceanirhabdus genus growth temperature 3.719118e+01
#> 444 1434028 Ornatilinea genus growth temperature 3.854518e+01
#> 445 1434032 Pontimonas genus growth temperature 2.094815e+01
#> 446 1434033 Postechiella genus growth temperature 1.372895e+01
#> 447 1434034 Pricia genus growth temperature 1.890710e+01
#> 448 1434036 Rhabdothermus genus growth temperature 6.034233e+01
#> 449 1434038 Rudaeicoccus genus growth temperature 2.602735e+01
#> 450 1434039 Rudaibacter genus growth temperature 1.961107e+01
#> 451 1434040 Salimesophilobacter genus growth temperature 3.684203e+01
#> 452 1434041 Salinactinospora genus growth temperature 3.337156e+01
#> 453 1434043 Saliterribacillus genus growth temperature 3.051898e+01
#> 454 1434047 Spinactinospora genus growth temperature 3.131496e+01
#> 455 1434048 Thermoanaerobaculum genus growth temperature 3.902128e+01
#> 456 1434049 Thermophagus genus growth temperature 3.895098e+01
#> 457 1443590 Ferriphaselus genus growth temperature 2.109365e+01
#> 458 1445504 Gynuella genus growth temperature 2.373507e+01
#> 459 146784 Bacteriovorax genus growth temperature 2.314130e+01
#> 460 146805 Phocoenobacter genus growth temperature 3.572472e+01
#> 461 1470623 Aggregicoccus genus growth temperature 2.728871e+01
#> 462 147067 Thermobispora genus growth temperature 4.089394e+01
#> 463 1472344 Basilea genus growth temperature 2.949056e+01
#> 464 1472649 Dielma genus growth temperature 3.683211e+01
#> 465 1472699 Algisphaera genus growth temperature 2.806142e+01
#> 466 1472763 Kallipyga genus growth temperature 3.670980e+01
#> 467 1477505 Eoetvoesiella genus growth temperature 2.585305e+01
#> 468 1484107 Galbitalea genus growth temperature 1.738150e+01
#> 469 1485945 Aestuariihabitans genus growth temperature 2.345622e+01
#> 470 1486720 Methylomarinovum genus growth temperature 3.583086e+01
#> 471 1486725 Anaerobacterium genus growth temperature 4.073272e+01
#> 472 1495038 Mesoaciditoga genus growth temperature 4.768037e+01
#> 473 1495649 Thermoflexus genus growth temperature 4.917165e+01
#> 474 1499082 Sulfurisoma genus growth temperature 2.526296e+01
#> 475 1499144 Jejudonia genus growth temperature 2.117427e+01
#> 476 150022 Finegoldia genus growth temperature 3.434002e+01
#> 477 1500420 Lacibacterium genus growth temperature 1.751245e+01
#> 478 1501224 Hydrogenispora genus growth temperature 4.582614e+01
#> 479 1502303 Aquibacter genus growth temperature 2.217928e+01
#> 480 150333 Thermobrachium genus growth temperature 5.496459e+01
#> 481 1505231 Chitinivibrio genus growth temperature 3.290709e+01
#> 482 1505657 Intestinibacter genus growth temperature 3.409335e+01
#> 483 1505660 Asaccharospora genus growth temperature 3.540673e+01
#> 484 150818 Heliophilum genus growth temperature 3.644085e+01
#> 485 1508421 Lactivibrio genus growth temperature 3.960486e+01
#> 486 1508537 Kallotenue genus growth temperature 4.774400e+01
#> 487 151037 Anaerosinus genus growth temperature 3.445519e+01
#> 488 1511643 Corallibacter genus growth temperature 1.274638e+01
#> 489 1511648 Defluviitoga genus growth temperature 5.335309e+01
#> 490 1511694 Thioalbus genus growth temperature 2.733647e+01
#> 491 1511750 Jhaorihella genus growth temperature 3.482336e+01
#> 492 1519373 Amphiplicatus genus growth temperature 2.444440e+01
#> 493 1520333 Vespertiliibacter genus growth temperature 3.669925e+01
#> 494 1522420 Galenea genus growth temperature 2.325205e+01
#> 495 1522429 Lihuaxuella genus growth temperature 4.554205e+01
#> 496 1523153 Litorisediminicola genus growth temperature 2.252327e+01
#> 497 1524214 Vulgatibacter genus growth temperature 3.045608e+01
#> 498 1524217 Labilithrix genus growth temperature 2.974805e+01
#> 499 153027 Desulforegula genus growth temperature 2.804151e+01
#> 500 153497 Kozakia genus growth temperature 2.810020e+01
#> 501 1535192 Desulfocarbo genus growth temperature 2.908083e+01
#> 502 1538468 Povalibacter genus growth temperature 2.764342e+01
#> 503 1541817 Hoppeia genus growth temperature 1.964452e+01
#> 504 1544982 Mizugakiibacter genus growth temperature 3.275531e+01
#> 505 1548510 Microbacter genus growth temperature 3.370985e+01
#> 506 1549129 Temperatibacter genus growth temperature 2.434169e+01
#> 507 1549619 Acidibacter genus growth temperature 2.856487e+01
#> 508 1553903 Oligoflexus genus growth temperature 2.690804e+01
#> 509 1562565 Pyrinomonas genus growth temperature 3.795207e+01
#> 510 156454 Anaeroglobus genus growth temperature 3.520833e+01
#> 511 1565313 Methyloprofundus genus growth temperature 2.011856e+01
#> 512 1569266 Litoribaculum genus growth temperature 1.935331e+01
#> 513 1572663 Chishuiella genus growth temperature 2.460372e+01
#> 514 1573534 Faecalitalea genus growth temperature 3.697601e+01
#> 515 1573826 Psychrobium genus growth temperature 1.836067e+01
#> 516 157591 Sterolibacterium genus growth temperature 2.458937e+01
#> 517 157913 Azorhizophilus genus growth temperature 2.998961e+01
#> 518 1579315 Halocynthiibacter genus growth temperature 2.405931e+01
#> 519 157932 Paucimonas genus growth temperature 2.549451e+01
#> 520 158848 Moellerella genus growth temperature 3.129807e+01
#> 521 158876 Yokenella genus growth temperature 3.089860e+01
#> 522 160433 Samsonia genus growth temperature 2.815771e+01
#> 523 1604696 Faucicola genus growth temperature 3.217062e+01
#> 524 160794 Filobacillus genus growth temperature 3.285111e+01
#> 525 1608298 Thiolapillus genus growth temperature 2.921791e+01
#> 526 1609233 Acidithrix genus growth temperature 3.763352e+01
#> 527 1609627 Hydrogenibacillus genus growth temperature 6.188746e+01
#> 528 1611681 Mucinivorans genus growth temperature 3.112704e+01
#> 529 1616789 Salinispira genus growth temperature 3.329738e+01
#> 530 1617886 Thiogranum genus growth temperature 2.940613e+01
#> 531 1617892 Perspicuibacter genus growth temperature 2.649368e+01
#> 532 162171 Magnetococcus genus growth temperature 2.639308e+01
#> 533 162290 Gallicola genus growth temperature 3.568459e+01
#> 534 1631197 Allosalinactinospora genus growth temperature 2.671476e+01
#> 535 1634037 Desulfoplanes genus growth temperature 3.686428e+01
#> 536 1634949 Anaerocella genus growth temperature 2.834090e+01
#> 537 1637257 Mageeibacillus genus growth temperature 3.940293e+01
#> 538 1637744 Aminicella genus growth temperature 3.499073e+01
#> 539 1640153 Caldisalinibacter genus growth temperature 5.447029e+01
#> 540 1643958 Roseiarcus genus growth temperature 2.150326e+01
#> 541 1644062 Salinirubrum genus growth temperature 3.450801e+01
#> 542 1647173 Acetobacteroides genus growth temperature 2.951904e+01
#> 543 1647178 Aliicoccus genus growth temperature 2.951480e+01
#> 544 1647181 Allonocardiopsis genus growth temperature 3.288890e+01
#> 545 1648491 Aquihabitans genus growth temperature 3.063083e+01
#> 546 1648497 Boseongicola genus growth temperature 1.922701e+01
#> 547 1648500 Brockia genus growth temperature 6.188746e+01
#> 548 1648505 Chiayiivirga genus growth temperature 2.791898e+01
#> 549 1648511 Cnuella genus growth temperature 2.400695e+01
#> 550 1648514 Cricetibacter genus growth temperature 3.655081e+01
#> 551 1648517 Mesocricetibacter genus growth temperature 3.671646e+01
#> 552 1649264 Desulfoconvexum genus growth temperature 2.492583e+01
#> 553 1649268 Endobacter genus growth temperature 2.525180e+01
#> 554 1649279 Epibacterium genus growth temperature 2.728669e+01
#> 555 1649284 Ercella genus growth temperature 3.805611e+01
#> 556 1649291 Falsiporphyromonas genus growth temperature 3.677070e+01
#> 557 1649317 Frederiksenia genus growth temperature 3.694082e+01
#> 558 1649331 Fretibacter genus growth temperature 1.867834e+01
#> 559 1649451 Geojedonia genus growth temperature 2.228786e+01
#> 560 1649452 Geothermomicrobium genus growth temperature 4.096492e+01
#> 561 1649456 Heliimonas genus growth temperature 1.994162e+01
#> 562 1649458 Huanghella genus growth temperature 2.083349e+01
#> 563 1649460 Hwangdonia genus growth temperature 1.195876e+01
#> 564 1649461 Imperialibacter genus growth temperature 2.133299e+01
#> 565 1649463 Lentilitoribacter genus growth temperature 3.046614e+01
#> 566 1649465 Luteibaculum genus growth temperature 2.220741e+01
#> 567 1649469 Methyloparacoccus genus growth temperature 3.206974e+01
#> 568 1649470 Minicystis genus growth temperature 2.690986e+01
#> 569 1649471 Mobilitalea genus growth temperature 3.746567e+01
#> 570 1649472 Natranaerobaculum genus growth temperature 4.762779e+01
#> 571 1649474 Nibribacter genus growth temperature 1.523836e+01
#> 572 1649475 Paludibaculum genus growth temperature 2.749163e+01
#> 573 1649478 Pelolinea genus growth temperature 3.914657e+01
#> 574 1649481 Pseudodonghicola genus growth temperature 2.764520e+01
#> 575 1649485 Pustulibacterium genus growth temperature 1.869004e+01
#> 576 1649487 Rhizorhapis genus growth temperature 2.480158e+01
#> 577 1649488 Rivihabitans genus growth temperature 2.889730e+01
#> 578 1649493 Seleniivibrio genus growth temperature 3.472889e+01
#> 579 1649494 Seminibacterium genus growth temperature 3.684257e+01
#> 580 1649497 Spelaeicoccus genus growth temperature 2.562460e+01
#> 581 1649498 Sungkyunkwania genus growth temperature 2.029869e+01
#> 582 1649501 Tangfeifania genus growth temperature 2.807570e+01
#> 583 1649503 Terrimicrobium genus growth temperature 3.096484e+01
#> 584 1649504 Texcoconibacillus genus growth temperature 3.119197e+01
#> 585 1649510 Variibacter genus growth temperature 2.764297e+01
#> 586 1649513 Youngimonas genus growth temperature 2.764520e+01
#> 587 1651 Alloiococcus genus growth temperature 3.315567e+01
#> 588 1654934 Desulfoprunum genus growth temperature 2.957770e+01
#> 589 1655429 Savagea genus growth temperature 2.703336e+01
#> 590 1656823 Halanaeroarchaeum genus growth temperature 3.661846e+01
#> 591 1664348 Namhaeicola genus growth temperature 1.766015e+01
#> 592 1664383 Pseudarcicella genus growth temperature 2.479132e+01
#> 593 1676651 Limnochorda genus growth temperature 4.195179e+01
#> 594 168470 Laribacter genus growth temperature 2.856139e+01
#> 595 1686374 Pseudooctadecabacter genus growth temperature 2.294711e+01
#> 596 168657 Hydrogenobaculum genus growth temperature 6.813956e+01
#> 597 1689250 Gorillibacterium genus growth temperature 2.650165e+01
#> 598 1692042 Sulfurifustis genus growth temperature 3.328013e+01
#> 599 1697027 Convivina genus growth temperature 3.246263e+01
#> 600 171412 Eremococcus genus growth temperature 3.617753e+01
#> 601 171413 Dolosicoccus genus growth temperature 3.531063e+01
#> 602 1729679 Faecalibaculum genus growth temperature 3.691204e+01
#> 603 1730861 Neoscardovia genus growth temperature 3.436631e+01
#> 604 1734465 Tamaricihabitans genus growth temperature 2.784616e+01
#> 605 1738639 Arcticiflavibacter genus growth temperature 1.108073e+01
#> 606 1738655 Woeseia genus growth temperature 2.436423e+01
#> 607 1738658 Sulfurirhabdus genus growth temperature 2.143815e+01
#> 608 1740706 Filobacterium genus growth temperature 2.146928e+01
#> 609 1742974 Pyruvatibacter genus growth temperature 2.522912e+01
#> 610 1742977 Tepidicaulis genus growth temperature 2.796239e+01
#> 611 1742980 Aurantiacicella genus growth temperature 1.790201e+01
#> 612 1742986 Fluviicoccus genus growth temperature 2.184195e+01
#> 613 1744881 Sulfuricaulis genus growth temperature 3.328013e+01
#> 614 1745211 Chania genus growth temperature 2.871938e+01
#> 615 1747770 Egibacter genus growth temperature 2.590330e+01
#> 616 1747773 Rhabdobacter genus growth temperature 2.460375e+01
#> 617 1747777 Cuniculiplasma genus growth temperature 4.460495e+01
#> 618 1747780 Parasediminibacterium genus growth temperature 2.277346e+01
#> 619 1748764 Tellurimicrobium genus growth temperature 2.523698e+01
#> 620 1751872 Lacimicrobium genus growth temperature 1.252831e+01
#> 621 1755672 Testudinibacter genus growth temperature 3.642795e+01
#> 622 1755817 Tagaea genus growth temperature 2.425754e+01
#> 623 1755820 Thermostilla genus growth temperature 3.507791e+01
#> 624 1755825 Egicoccus genus growth temperature 2.537473e+01
#> 625 1755829 Ichthyobacterium genus growth temperature 2.326363e+01
#> 626 1755832 Haloimpatiens genus growth temperature 3.696337e+01
#> 627 1758230 Corticibacter genus growth temperature 2.613358e+01
#> 628 1759331 Cnuibacter genus growth temperature 1.660254e+01
#> 629 1759371 Inmirania genus growth temperature 2.983152e+01
#> 630 1760987 Methylomagnum genus growth temperature 3.206974e+01
#> 631 1762932 Algoriella genus growth temperature 2.293492e+01
#> 632 1763452 Tianweitania genus growth temperature 1.771027e+01
#> 633 1763473 Marimicrobium genus growth temperature 2.202379e+01
#> 634 1763508 Lachnotalea genus growth temperature 2.512409e+01
#> 635 1768185 Terracidiphilus genus growth temperature 1.908901e+01
#> 636 1769008 Anoxybacter genus growth temperature 4.540223e+01
#> 637 1769713 Flexilinea genus growth temperature 4.213606e+01
#> 638 1769718 Athalassotoga genus growth temperature 4.768037e+01
#> 639 1769732 Dissulfurimicrobium genus growth temperature 3.530737e+01
#> 640 1769735 Mongoliibacter genus growth temperature 1.788542e+01
#> 641 1769746 Pseudobacteriovorax genus growth temperature 2.690804e+01
#> 642 1771356 Tepidisphaera genus growth temperature 3.305007e+01
#> 643 1773450 Anseongella genus growth temperature 2.220986e+01
#> 644 177399 Anaerophaga genus growth temperature 3.895098e+01
#> 645 1774107 Catenisphaera genus growth temperature 3.699151e+01
#> 646 1774128 Murimonas genus growth temperature 3.668291e+01
#> 647 1774131 Hydrobacter genus growth temperature 2.802737e+01
#> 648 1774136 Garicola genus growth temperature 3.177772e+01
#> 649 1775574 Dethiosulfatarculus genus growth temperature 2.908083e+01
#> 650 1775685 Limisphaera genus growth temperature 3.433786e+01
#> 651 1775694 Ichthyenterobacterium genus growth temperature 1.974909e+01
#> 652 1775697 Melghiribacillus genus growth temperature 3.302914e+01
#> 653 1779002 Halocalculus genus growth temperature 3.670765e+01
#> 654 1779136 Bradymonas genus growth temperature 3.029192e+01
#> 655 1779141 Planctomicrobium genus growth temperature 1.965758e+01
#> 656 177971 Shuttleworthia genus growth temperature 3.605509e+01
#> 657 1780122 Mobilisporobacter genus growth temperature 2.816873e+01
#> 658 1780299 Anaerosolibacter genus growth temperature 3.684203e+01
#> 659 178440 Opitutus genus growth temperature 2.543359e+01
#> 660 1784836 Fermentimonas genus growth temperature 2.512281e+01
#> 661 1784953 Sediminivirga genus growth temperature 2.425410e+01
#> 662 1792239 Caviibacter genus growth temperature 3.344323e+01
#> 663 1794910 Anaerosporomusa genus growth temperature 3.103538e+01
#> 664 1795363 Dinghuibacter genus growth temperature 2.146928e+01
#> 665 1795636 Allohumibacter genus growth temperature 1.640652e+01
#> 666 1804663 Haematospirillum genus growth temperature 2.658381e+01
#> 667 1804994 Longimicrobium genus growth temperature 3.119507e+01
#> 668 1810868 Mycoavidus genus growth temperature 2.576480e+01
#> 669 1810932 Planktosalinus genus growth temperature 1.797088e+01
#> 670 1817571 Fermentibacillus genus growth temperature 2.349295e+01
#> 671 1817584 Maliponia genus growth temperature 2.918643e+01
#> 672 1820341 Crenalkalicoccus genus growth temperature 2.857173e+01
#> 673 1822002 Enterobacillus genus growth temperature 3.276896e+01
#> 674 1827307 Ventosimonas genus growth temperature 2.513789e+01
#> 675 1827478 Youhaiella genus growth temperature 2.158499e+01
#> 676 1827484 Roseimarinus genus growth temperature 2.734992e+01
#> 677 1830330 Phaeobacterium genus growth temperature 2.670822e+01
#> 678 1833962 Actinorugispora genus growth temperature 2.787333e+01
#> 679 1835332 Verticiella genus growth temperature 3.037276e+01
#> 680 183669 Macromonas genus growth temperature 2.773576e+01
#> 681 1840198 Salilacibacter genus growth temperature 2.144431e+01
#> 682 1840204 Salininema genus growth temperature 2.144431e+01
#> 683 1840207 Dissulfurirhabdus genus growth temperature 3.750323e+01
#> 684 1840210 Corticibacterium genus growth temperature 1.771027e+01
#> 685 1840214 Lentimicrobium genus growth temperature 2.499062e+01
#> 686 1843206 Anaerotaenia genus growth temperature 3.746567e+01
#> 687 1847386 Vicinamibacter genus growth temperature 1.864016e+01
#> 688 1848396 Limibacillus genus growth temperature 2.706072e+01
#> 689 1849525 Actinorhabdospora genus growth temperature 2.568829e+01
#> 690 1849973 Oryzobacter genus growth temperature 2.712571e+01
#> 691 1855405 Longibacter genus growth temperature 3.957896e+01
#> 692 1855413 Brevirhabdus genus growth temperature 2.457837e+01
#> 693 1855714 Anaerobium genus growth temperature 2.512409e+01
#> 694 1857011 Lysinibacter genus growth temperature 2.445603e+01
#> 695 1857014 Tamilnaduibacter genus growth temperature 2.623138e+01
#> 696 1857532 Muribacter genus growth temperature 3.655081e+01
#> 697 1860077 Sulfuriflexus genus growth temperature 2.995647e+01
#> 698 1860139 Chitinispirillum genus growth temperature 3.290709e+01
#> 699 1860196 Pseudobacter genus growth temperature 1.764011e+01
#> 700 1861843 Terasakiispira genus growth temperature 2.558564e+01
#> 701 1861863 Sinimarinibacterium genus growth temperature 3.037617e+01
#> 702 186191 Marinithermus genus growth temperature 6.184469e+01
#> 703 1862 Dermatophilus genus growth temperature 3.249685e+01
#> 704 1866954 Varunaivibrio genus growth temperature 2.472554e+01
#> 705 186829 Agitococcus genus growth temperature 2.470382e+01
#> 706 1874625 Lipingzhangella genus growth temperature 2.671476e+01
#> 707 1884922 Herbihabitans genus growth temperature 2.596463e+01
#> 708 1884926 Wukongibacter genus growth temperature 2.850140e+01
#> 709 1890059 Serpentinicella genus growth temperature 3.387918e+01
#> 710 1890224 Polygonibacillus genus growth temperature 2.175313e+01
#> 711 1890287 Litorisediminivivens genus growth temperature 1.925291e+01
#> 712 1890291 Falcatimonas genus growth temperature 3.348611e+01
#> 713 1890298 Haoranjiania genus growth temperature 1.602954e+01
#> 714 1891915 Actinocrispum genus growth temperature 2.338629e+01
#> 715 1892380 Harryflintia genus growth temperature 3.119163e+01
#> 716 189326 Gelria genus growth temperature 4.851397e+01
#> 717 1903158 Marinibaculum genus growth temperature 2.321355e+01
#> 718 1903173 Pelobium genus growth temperature 2.544246e+01
#> 719 1903336 Balneicella genus growth temperature 2.775535e+01
#> 720 1903479 Coetzeea genus growth temperature 3.022214e+01
#> 721 1903506 Drancourtella genus growth temperature 2.915370e+01
#> 722 1905344 Ruthenibacterium genus growth temperature 3.667865e+01
#> 723 1905726 Paludifilum genus growth temperature 3.959915e+01
#> 724 1905746 Huakuichenia genus growth temperature 2.239198e+01
#> 725 1910924 Hydromonas genus growth temperature 2.390464e+01
#> 726 1911565 Marispirochaeta genus growth temperature 3.172672e+01
#> 727 1911566 Arsenicitalea genus growth temperature 1.879746e+01
#> 728 1911577 Oryzomicrobium genus growth temperature 2.667108e+01
#> 729 1911581 Formosimonas genus growth temperature 2.017381e+01
#> 730 1914110 Soortia genus growth temperature 2.957317e+01
#> 731 1914229 Aliidongia genus growth temperature 2.136519e+01
#> 732 1914234 Fimbriiglobus genus growth temperature 2.249213e+01
#> 733 1914252 Thermodesulfitimonas genus growth temperature 5.931043e+01
#> 734 1914443 Allostreptomyces genus growth temperature 2.218155e+01
#> 735 1914449 Rugosibacter genus growth temperature 2.357158e+01
#> 736 1914457 Corticicoccus genus growth temperature 2.677433e+01
#> 737 1915401 Roseitalea genus growth temperature 2.965310e+01
#> 738 1915405 Pseudohoeflea genus growth temperature 2.870704e+01
#> 739 191767 Plesiocystis genus growth temperature 2.933633e+01
#> 740 1918385 Acutalibacter genus growth temperature 3.650348e+01
#> 741 1918450 Cuneatibacter genus growth temperature 3.682851e+01
#> 742 1918452 Extibacter genus growth temperature 3.689175e+01
#> 743 1918454 Flintibacter genus growth temperature 3.670811e+01
#> 744 1918511 Frisingicoccus genus growth temperature 3.617604e+01
#> 745 1918521 Irregularibacter genus growth temperature 3.551214e+01
#> 746 1918536 Longicatena genus growth temperature 3.650996e+01
#> 747 1918538 Longibaculum genus growth temperature 3.704999e+01
#> 748 1918542 Muricomes genus growth temperature 3.680691e+01
#> 749 1918598 Turicimonas genus growth temperature 3.155877e+01
#> 750 1920247 Ampullimonas genus growth temperature 2.393416e+01
#> 751 1920251 Antricoccus genus growth temperature 2.400729e+01
#> 752 1920508 Oharaeibacter genus growth temperature 1.635105e+01
#> 753 1920515 Actinocrinis genus growth temperature 2.504679e+01
#> 754 1921569 Micropepsis genus growth temperature 1.997941e+01
#> 755 1921784 Kiritimatiella genus growth temperature 2.782793e+01
#> 756 1929105 Anaeromicrobium genus growth temperature 3.065960e+01
#> 757 1929135 Halofilum genus growth temperature 2.622834e+01
#> 758 192987 Allofustis genus growth temperature 3.289272e+01
#> 759 1930613 Calorithrix genus growth temperature 4.882777e+01
#> 760 1930618 Salinovum genus growth temperature 2.770751e+01
#> 761 1930791 Aureibacillus genus growth temperature 2.853420e+01
#> 762 1930795 Croceifilum genus growth temperature 4.092048e+01
#> 763 1930856 Cavicella genus growth temperature 2.513076e+01
#> 764 1930860 Marinibactrum genus growth temperature 2.393923e+01
#> 765 1930924 Haematomicrobium genus growth temperature 2.576825e+01
#> 766 1930933 Occidentia genus growth temperature 2.948591e+01
#> 767 1931196 Thalassocola genus growth temperature 2.477265e+01
#> 768 1931212 Rarimicrobium genus growth temperature 3.716706e+01
#> 769 1931219 Bounagaea genus growth temperature 2.806327e+01
#> 770 1931224 Chujaibacter genus growth temperature 3.275531e+01
#> 771 1934947 Immundisolibacter genus growth temperature 2.779223e+01
#> 772 1935172 Haloactinomyces genus growth temperature 2.484407e+01
#> 773 1936111 Fuerstiella genus growth temperature 2.041137e+01
#> 774 1937016 Rectinema genus growth temperature 3.287604e+01
#> 775 1937664 Criibacterium genus growth temperature 3.675731e+01
#> 776 1937963 Eisenibacter genus growth temperature 2.404849e+01
#> 777 1937995 Garritya genus growth temperature 2.600459e+01
#> 778 1937999 Hugenholtzia genus growth temperature 2.608413e+01
#> 779 1938003 Thermoflexibacter genus growth temperature 2.734536e+01
#> 780 1938335 Sulfuritortus genus growth temperature 3.573701e+01
#> 781 1940136 Tibeticola genus growth temperature 2.877585e+01
#> 782 1940143 Dankookia genus growth temperature 2.486472e+01
#> 783 1940259 Niveitalea genus growth temperature 2.362285e+01
#> 784 1940395 Caenibacillus genus growth temperature 2.554042e+01
#> 785 1940855 Hypnocyclicus genus growth temperature 4.017260e+01
#> 786 1949068 Thalassiella genus growth temperature 2.887564e+01
#> 787 1949192 Puzihella genus growth temperature 2.117353e+01
#> 788 1949218 Telluribacter genus growth temperature 2.465275e+01
#> 789 1955420 Silicimonas genus growth temperature 1.922701e+01
#> 790 1957020 Parafrigoribacterium genus growth temperature 2.293719e+01
#> 791 196078 Pseudospirillum genus growth temperature 2.379494e+01
#> 792 196082 Parascardovia genus growth temperature 3.573632e+01
#> 793 1962946 Saccharedens genus growth temperature 3.320649e+01
#> 794 1970191 Salinivirga genus growth temperature 3.149338e+01
#> 795 1975682 Micrococcoides genus growth temperature 2.336138e+01
#> 796 1975703 Xylanibacillus genus growth temperature 3.790362e+01
#> 797 1980514 Halodesulfurarchaeum genus growth temperature 3.661846e+01
#> 798 1980693 Negativibacillus genus growth temperature 3.119163e+01
#> 799 200414 Caldisphaera genus growth temperature 8.111346e+01
#> 800 2004668 Endothiovibrio genus growth temperature 2.929335e+01
#> 801 2004797 Luteitalea genus growth temperature 1.864016e+01
#> 802 2005355 Faecalimonas genus growth temperature 3.660171e+01
#> 803 2005371 Mangrovihabitans genus growth temperature 2.795767e+01
#> 804 2005380 Mariniblastus genus growth temperature 2.210636e+01
#> 805 2005386 Arabiibacter genus growth temperature 3.707062e+01
#> 806 200623 Thioalkalispira genus growth temperature 2.692878e+01
#> 807 2008781 Annwoodia genus growth temperature 3.573701e+01
#> 808 201096 Alicycliphilus genus growth temperature 2.314471e+01
#> 809 2017961 Sulfodiicoccus genus growth temperature 6.930815e+01
#> 810 2018663 Marinisporobacter genus growth temperature 2.901636e+01
#> 811 2022711 Methanonatronarchaeum genus growth temperature 5.199126e+01
#> 812 2023242 Galliscardovia genus growth temperature 3.530257e+01
#> 813 2023266 Merdimonas genus growth temperature 3.534360e+01
#> 814 2024969 Natronospira genus growth temperature 3.132036e+01
#> 815 2026179 Desulfocucumis genus growth temperature 3.736939e+01
#> 816 2026349 Enterovirga genus growth temperature 2.567446e+01
#> 817 2027867 Daejeonia genus growth temperature 2.690671e+01
#> 818 2027874 Mongoliimonas genus growth temperature 1.777934e+01
#> 819 2028104 Rubricella genus growth temperature 1.784589e+01
#> 820 2028344 Ereboglobus genus growth temperature 2.543359e+01
#> 821 2029859 Tundrisphaera genus growth temperature 2.151820e+01
#> 822 2029868 Butyratibacter genus growth temperature 2.605051e+01
#> 823 2029873 Monaibacterium genus growth temperature 1.784589e+01
#> 824 2031119 Jiulongibacter genus growth temperature 1.180305e+01
#> 825 203133 Propionimicrobium genus growth temperature 3.508609e+01
#> 826 2033476 Swionibacillus genus growth temperature 2.687162e+01
#> 827 2033596 Arenivirga genus growth temperature 1.976328e+01
#> 828 2033601 Thermosulfuriphilus genus growth temperature 5.693300e+01
#> 829 2034504 Sulfurivermis genus growth temperature 2.692878e+01
#> 830 2034843 Aquaticitalea genus growth temperature 1.761203e+01
#> 831 2035345 Psychromarinibacter genus growth temperature 2.908978e+01
#> 832 2036001 Salinirussus genus growth temperature 3.789381e+01
#> 833 2036017 Consotaella genus growth temperature 2.390567e+01
#> 834 2036021 Agarilytica genus growth temperature 2.541712e+01
#> 835 2036786 Petrothermobacter genus growth temperature 3.933676e+01
#> 836 2038 Tropheryma genus growth temperature 2.239198e+01
#> 837 2038244 Agaribacterium genus growth temperature 2.375009e+01
#> 838 2038280 Robbsia genus growth temperature 2.854213e+01
#> 839 2038635 Hyphococcus genus growth temperature 2.098434e+01
#> 840 2038676 Paludihabitans genus growth temperature 3.266669e+01
#> 841 2038691 Paralkalibacillus genus growth temperature 2.810903e+01
#> 842 2038697 Williamwhitmania genus growth temperature 2.729012e+01
#> 843 2038733 Oryzisolibacter genus growth temperature 2.191152e+01
#> 844 2039236 Saliphagus genus growth temperature 2.950451e+01
#> 845 2039302 Monoglobus genus growth temperature 3.854976e+01
#> 846 2039627 Natronotalea genus growth temperature 4.418823e+01
#> 847 2039709 Desertibacillus genus growth temperature 2.266185e+01
#> 848 2039714 Edaphobaculum genus growth temperature 2.167273e+01
#> 849 2039718 Marivibrio genus growth temperature 2.137105e+01
#> 850 2040262 Allobranchiibius genus growth temperature 2.393008e+01
#> 851 2040476 Rhabdanaerobium genus growth temperature 3.551214e+01
#> 852 2040486 Gellertiella genus growth temperature 2.837646e+01
#> 853 2041017 Quisquiliibacterium genus growth temperature 2.153215e+01
#> 854 2041032 Caecibacterium genus growth temperature 3.449831e+01
#> 855 2041195 Asprobacter genus growth temperature 1.959691e+01
#> 856 2041439 Gelatiniphilus genus growth temperature 1.195876e+01
#> 857 2041902 Chenggangzhangella genus growth temperature 1.738631e+01
#> 858 2042066 Paraphotobacterium genus growth temperature 2.757894e+01
#> 859 2042899 Andreesenia genus growth temperature 3.576416e+01
#> 860 2044 Pimelobacter genus growth temperature 2.883792e+01
#> 861 204472 Ancalomicrobium genus growth temperature 2.155194e+01
#> 862 204474 Dichotomicrobium genus growth temperature 3.091364e+01
#> 863 2044860 Salsuginimonas genus growth temperature 2.511409e+01
#> 864 2045060 Methyloterricola genus growth temperature 3.274391e+01
#> 865 2045098 Puia genus growth temperature 2.110889e+01
#> 866 2045408 Populibacterium genus growth temperature 2.955921e+01
#> 867 2045416 Oceanihabitans genus growth temperature 8.973538e+00
#> 868 2047735 Mangrovitalea genus growth temperature 2.319244e+01
#> 869 2048112 Compostibacter genus growth temperature 3.155417e+01
#> 870 2048117 Pseudotenacibaculum genus growth temperature 1.966256e+01
#> 871 2048907 Arenimicrobium genus growth temperature 3.622759e+01
#> 872 2049301 Changchengzhania genus growth temperature 1.653789e+01
#> 873 2049912 Rurimicrobium genus growth temperature 2.227594e+01
#> 874 2051037 Ravibacter genus growth temperature 2.343422e+01
#> 875 2051044 Tuwongella genus growth temperature 2.571600e+01
#> 876 2052989 Aquidulcibacter genus growth temperature 2.421769e+01
#> 877 2054311 Nemorincola genus growth temperature 2.234185e+01
#> 878 2054427 Aestuariicoccus genus growth temperature 2.326583e+01
#> 879 2055850 Aquicoccus genus growth temperature 2.545220e+01
#> 880 2055880 Pseudescherichia genus growth temperature 3.218854e+01
#> 881 2056 Sphaerobacter genus growth temperature 5.614092e+01
#> 882 2058169 Vicingus genus growth temperature 1.813088e+01
#> 883 205889 Albidovulum genus growth temperature 2.831626e+01
#> 884 206044 Vulcanithermus genus growth temperature 6.034233e+01
#> 885 2060722 Labilibaculum genus growth temperature 1.485457e+01
#> 886 206375 Prolinoborus genus growth temperature 2.961258e+01
#> 887 2066071 Bacterioplanoides genus growth temperature 2.186853e+01
#> 888 2066435 Arboricoccus genus growth temperature 2.670500e+01
#> 889 2066914 Piscinibacterium genus growth temperature 2.628790e+01
#> 890 2070443 Caviibacterium genus growth temperature 3.683532e+01
#> 891 2070447 Conservatibacter genus growth temperature 3.656047e+01
#> 892 2071614 Raineya genus growth temperature 2.984177e+01
#> 893 2078948 Epidermidibacterium genus growth temperature 1.575406e+01
#> 894 2079011 Desulfothermobacter genus growth temperature 6.202266e+01
#> 895 2083192 Longivirga genus growth temperature 2.330420e+01
#> 896 2093335 Roseisolibacter genus growth temperature 2.476233e+01
#> 897 2093783 Methylomusa genus growth temperature 3.277876e+01
#> 898 209879 Allisonella genus growth temperature 3.697785e+01
#> 899 2108524 Halioxenophilus genus growth temperature 2.442124e+01
#> 900 2109263 Abditibacterium genus growth temperature 3.302032e+01
#> 901 2109346 Parvibium genus growth temperature 2.613133e+01
#> 902 2109352 Aestuariimonas genus growth temperature 1.819391e+01
#> 903 2109356 Falsarthrobacter genus growth temperature 2.698526e+01
#> 904 2109360 Aestuariibius genus growth temperature 2.428048e+01
#> 905 2109369 Pseudomaribius genus growth temperature 2.339608e+01
#> 906 211469 Kineosphaera genus growth temperature 2.672786e+01
#> 907 2125985 Neptunicella genus growth temperature 1.730980e+01
#> 908 2125991 Aurantisolimonas genus growth temperature 2.324746e+01
#> 909 2126002 Rubneribacter genus growth temperature 3.695020e+01
#> 910 2126006 Enteroscipio genus growth temperature 3.707062e+01
#> 911 212742 Morococcus genus growth temperature 3.650342e+01
#> 912 2137249 Neptunicoccus genus growth temperature 1.284903e+01
#> 913 2137425 Novimethylophilus genus growth temperature 2.564595e+01
#> 914 2137577 Ellagibacter genus growth temperature 3.695931e+01
#> 915 214013 Tonsilliphilus genus growth temperature 3.249685e+01
#> 916 214906 Histophilus genus growth temperature 3.638120e+01
#> 917 215802 Enhygromyxa genus growth temperature 2.933633e+01
#> 918 2162630 Salinirubellus genus growth temperature 3.527542e+01
#> 919 2163168 Kineothrix genus growth temperature 3.023399e+01
#> 920 2172100 Limnobaculum genus growth temperature 1.821142e+01
#> 921 2172823 Sansalvadorimonas genus growth temperature 2.390888e+01
#> 922 2173039 Arcticibacterium genus growth temperature 1.180305e+01
#> 923 2173855 Marinitenerispora genus growth temperature 3.222697e+01
#> 924 2174445 Camelliibacillus genus growth temperature 2.554042e+01
#> 925 2174848 Natronobiforma genus growth temperature 2.950451e+01
#> 926 2175957 Ruficoccus genus growth temperature 1.841257e+01
#> 927 2185300 Microbaculum genus growth temperature 3.032354e+01
#> 928 2200736 Planctobacterium genus growth temperature 1.252831e+01
#> 929 2201379 Kandeliimicrobium genus growth temperature 1.428642e+01
#> 930 2204160 Methylocucumis genus growth temperature 1.960570e+01
#> 931 2211637 Flavimaricola genus growth temperature 1.710431e+01
#> 932 2233801 Ahniella genus growth temperature 3.063535e+01
#> 933 223787 Balnearium genus growth temperature 7.338161e+01
#> 934 224455 Hyalangium genus growth temperature 2.894082e+01
#> 935 224461 Jahnella genus growth temperature 2.982150e+01
#> 936 224465 Kofleria genus growth temperature 3.243833e+01
#> 937 2249462 Ferrigenium genus growth temperature 2.109365e+01
#> 938 2269381 Mangrovicella genus growth temperature 2.221215e+01
#> 939 2282693 Thalassorhabdus genus growth temperature 2.639085e+01
#> 940 2282742 Desulfofarcimen genus growth temperature 4.157211e+01
#> 941 2282743 Desulfohalotomaculum genus growth temperature 4.492156e+01
#> 942 2282756 Pueribacillus genus growth temperature 3.436778e+01
#> 943 2282761 Zhengella genus growth temperature 2.185348e+01
#> 944 228923 Guggenheimella genus growth temperature 3.602067e+01
#> 945 228972 Xylanibacterium genus growth temperature 2.551327e+01
#> 946 2295 Desulfobacterium genus growth temperature 2.993433e+01
#> 947 2303406 Simulacricoccus genus growth temperature 2.858018e+01
#> 948 2304687 Petroclostridium genus growth temperature 4.496592e+01
#> 949 2304693 Pseudoclostridium genus growth temperature 5.262769e+01
#> 950 2307285 Flavipsychrobacter genus growth temperature 2.234185e+01
#> 951 231052 Saccharibacter genus growth temperature 2.859408e+01
#> 952 2316203 Catenibacillus genus growth temperature 3.617604e+01
#> 953 2319 Methanopyrus genus growth temperature 7.616035e+01
#> 954 2320199 Abyssibacter genus growth temperature 2.481251e+01
#> 955 232523 Hylemonella genus growth temperature 2.805283e+01
#> 956 233099 Ectothiorhodosinus genus growth temperature 1.942944e+01
#> 957 2349 Haliscomenobacter genus growth temperature 2.537800e+01
#> 958 2351 Flexistipes genus growth temperature 4.651026e+01
#> 959 236752 Fastidiosipila genus growth temperature 3.805611e+01
#> 960 2373 Acetonema genus growth temperature 3.081889e+01
#> 961 240233 Aeriscardovia genus growth temperature 3.519784e+01
#> 962 240236 Woodsholea genus growth temperature 2.549050e+01
#> 963 244127 Anaerotruncus genus growth temperature 3.506701e+01
#> 964 244364 Methylohalobius genus growth temperature 3.583086e+01
#> 965 2448024 Desertimonas genus growth temperature 2.629086e+01
#> 966 244825 Anaerospora genus growth temperature 3.519569e+01
#> 967 246876 Cryomorpha genus growth temperature 1.982779e+01
#> 968 2478349 Indioceanicola genus growth temperature 2.215780e+01
#> 969 248038 Mucispirillum genus growth temperature 3.921266e+01
#> 970 248744 Marvinbryantia genus growth temperature 3.679741e+01
#> 971 2493629 Minwuia genus growth temperature 2.838616e+01
#> 972 2494209 Capsulimonas genus growth temperature 3.791786e+01
#> 973 2494213 Mesosutterella genus growth temperature 3.509259e+01
#> 974 2498454 Lucifera genus growth temperature 3.747885e+01
#> 975 2518497 Paramuribaculum genus growth temperature 3.680248e+01
#> 976 252301 Oceanicola genus growth temperature 2.555865e+01
#> 977 252965 Mahella genus growth temperature 4.757524e+01
#> 978 253106 Natronolimnobius genus growth temperature 3.856700e+01
#> 979 253238 Ethanoligenens genus growth temperature 4.178387e+01
#> 980 2571199 Tengunoibacter genus growth temperature 2.465425e+01
#> 981 2576755 Caproicibacter genus growth temperature 3.684478e+01
#> 982 258514 Acetanaerobacterium genus growth temperature 3.382401e+01
#> 983 2590445 Pelagibaculum genus growth temperature 2.461820e+01
#> 984 2590666 Gynurincola genus growth temperature 2.264757e+01
#> 985 2601681 Edaphocola genus growth temperature 2.448987e+01
#> 986 2603323 Petrocella genus growth temperature 2.813125e+01
#> 987 2603324 Acidibrevibacterium genus growth temperature 2.612100e+01
#> 988 2603326 Fudania genus growth temperature 3.469949e+01
#> 989 2605940 Hwanghaeella genus growth temperature 2.137105e+01
#> 990 2607661 Methanofervidicoccus genus growth temperature 7.028300e+01
#> 991 2610842 Siculibacillus genus growth temperature 1.903721e+01
#> 992 2613330 Aliibacillus genus growth temperature 2.899846e+01
#> 993 2613912 Conexivisphaera genus growth temperature 6.838739e+01
#> 994 261684 Thermosinus genus growth temperature 5.476909e+01
#> 995 263370 Peredibacter genus growth temperature 2.314130e+01
#> 996 264995 Anaerofustis genus growth temperature 3.713421e+01
#> 997 2650549 Hydrocarboniclastica genus growth temperature 2.495186e+01
#> 998 2650923 Aestuariivirga genus growth temperature 2.323385e+01
#> 999 2651279 Pradoshia genus growth temperature 2.938138e+01
#> 1000 2651578 Thermanaerosceptrum genus growth temperature 4.289957e+01
#> 1001 2661779 Sapientia genus growth temperature 2.673654e+01
#> 1002 2661811 Longirhabdus genus growth temperature 3.224532e+01
#> 1003 2661936 Ferruginivarius genus growth temperature 2.847714e+01
#> 1004 2662170 Gandjariella genus growth temperature 2.754307e+01
#> 1005 2662287 Paenimaribius genus growth temperature 2.028299e+01
#> 1006 2664901 Aidingibacillus genus growth temperature 2.837451e+01
#> 1007 2665694 Edaphorhabdus genus growth temperature 1.991226e+01
#> 1008 266808 Thalassobacter genus growth temperature 2.032184e+01
#> 1009 2674996 Tellurirhabdus genus growth temperature 2.124557e+01
#> 1010 2676048 Schaedlerella genus growth temperature 3.686986e+01
#> 1011 2676063 Pseudomethylobacillus genus growth temperature 2.529857e+01
#> 1012 2678301 Mucibacter genus growth temperature 2.227594e+01
#> 1013 2678343 Halalkaliarchaeum genus growth temperature 3.382999e+01
#> 1014 2678534 Corticimicrobacter genus growth temperature 2.577436e+01
#> 1015 2678539 Paracnuella genus growth temperature 2.400695e+01
#> 1016 2678884 Anaerosacchariphilus genus growth temperature 3.661934e+01
#> 1017 2678886 Pulveribacter genus growth temperature 2.020454e+01
#> 1018 2678887 Oleisolibacter genus growth temperature 2.215780e+01
#> 1019 267986 Owenweeksia genus growth temperature 2.220741e+01
#> 1020 2679892 Oceaniradius genus growth temperature 2.488545e+01
#> 1021 2679899 Thalassorhabdomicrobium genus growth temperature 2.294711e+01
#> 1022 2679998 Arundinibacter genus growth temperature 2.317466e+01
#> 1023 2680018 Rhodophyticola genus growth temperature 2.197599e+01
#> 1024 2680019 Alkalilacustris genus growth temperature 2.010908e+01
#> 1025 2680021 Ephemeroptericola genus growth temperature 2.390464e+01
#> 1026 2680022 Deminuibacter genus growth temperature 1.770016e+01
#> 1027 2681298 Indiicoccus genus growth temperature 2.391789e+01
#> 1028 2681566 Thermaurantimonas genus growth temperature 4.371256e+01
#> 1029 2681880 Hahyoungchilella genus growth temperature 2.876507e+01
#> 1030 2682476 Chryseotalea genus growth temperature 2.696631e+01
#> 1031 2683599 Paroceanicella genus growth temperature 2.680143e+01
#> 1032 2683678 Calculibacillus genus growth temperature 3.896266e+01
#> 1033 2689587 Suicoccus genus growth temperature 3.635337e+01
#> 1034 2689588 Marortus genus growth temperature 2.437392e+01
#> 1035 2689589 Staphylospora genus growth temperature 4.690340e+01
#> 1036 2689590 Stagnimonas genus growth temperature 2.103061e+01
#> 1037 2689591 Stenotrophobium genus growth temperature 2.103061e+01
#> 1038 2690159 Anaerohalosphaera genus growth temperature 3.374798e+01
#> 1039 2690160 Limihaloglobus genus growth temperature 3.431642e+01
#> 1040 2692382 Gudongella genus growth temperature 3.893722e+01
#> 1041 2692417 Ktedonosporobacter genus growth temperature 2.853124e+01
#> 1042 269252 Thioreductor genus growth temperature 4.677524e+01
#> 1043 269258 Nitratiruptor genus growth temperature 5.242505e+01
#> 1044 269260 Nitratifractor genus growth temperature 3.348791e+01
#> 1045 2699245 Carideicomes genus growth temperature 2.868436e+01
#> 1046 2703676 Metalysinibacillus genus growth temperature 2.955836e+01
#> 1047 2703677 Metasolibacillus genus growth temperature 3.006594e+01
#> 1048 2703678 Metaplanococcus genus growth temperature 2.362901e+01
#> 1049 2703944 Pararcticibacter genus growth temperature 2.136097e+01
#> 1050 2705385 Puteibacter genus growth temperature 2.706186e+01
#> 1051 2705466 Lacisediminimonas genus growth temperature 2.758592e+01
#> 1052 2706529 Segeticoccus genus growth temperature 2.605141e+01
#> 1053 2707015 Amnimonas genus growth temperature 2.262497e+01
#> 1054 2707020 Aerosticca genus growth temperature 3.225548e+01
#> 1055 271087 Geopsychrobacter genus growth temperature 2.295147e+01
#> 1056 2710870 Allorhizocola genus growth temperature 2.748768e+01
#> 1057 2710873 Botryobacter genus growth temperature 1.991226e+01
#> 1058 271159 Nicoletella genus growth temperature 3.675755e+01
#> 1059 2712688 Salaquimonas genus growth temperature 2.356483e+01
#> 1060 2713 Aquifex genus growth temperature 7.468170e+01
#> 1061 2715929 Aurantibacter genus growth temperature 1.622490e+01
#> 1062 2718525 Absicoccus genus growth temperature 3.699151e+01
#> 1063 2723776 Lichenihabitans genus growth temperature 1.886811e+01
#> 1064 2729624 Planctomonas genus growth temperature 1.881860e+01
#> 1065 2732368 Salinibaculum genus growth temperature 3.716152e+01
#> 1066 2735 Verrucomicrobium genus growth temperature 2.739662e+01
#> 1067 2738922 Tepidibaculum genus growth temperature 3.801351e+01
#> 1068 2740557 Pauljensenia genus growth temperature 3.590703e+01
#> 1069 2740558 Lacisediminihabitans genus growth temperature 2.553540e+01
#> 1070 2740719 Cochleicola genus growth temperature 2.391543e+01
#> 1071 2748674 Zhaonella genus growth temperature 5.038455e+01
#> 1072 2749267 Amedibacterium genus growth temperature 3.630764e+01
#> 1073 2750262 Leekyejoonella genus growth temperature 2.509664e+01
#> 1074 2752474 Acidiferrimicrobium genus growth temperature 3.802452e+01
#> 1075 2755140 Pseudoleptotrichia genus growth temperature 3.652334e+01
#> 1076 2760873 Tenuifilum genus growth temperature 3.351039e+01
#> 1077 2762352 Albibacterium genus growth temperature 1.958007e+01
#> 1078 2762384 Breznakibacter genus growth temperature 2.412277e+01
#> 1079 2764317 Hydrogeniiclostridium genus growth temperature 3.684913e+01
#> 1080 2765403 Natronolimnohabitans genus growth temperature 3.922347e+01
#> 1081 2767320 Aldersonia genus growth temperature 2.869172e+01
#> 1082 2767322 Bowdeniella genus growth temperature 3.570937e+01
#> 1083 2767323 Buchananella genus growth temperature 3.570937e+01
#> 1084 2767327 Fannyhessea genus growth temperature 3.697729e+01
#> 1085 2767345 Jongsikchunia genus growth temperature 2.801942e+01
#> 1086 2767874 Acetilactobacillus genus growth temperature 3.030388e+01
#> 1087 2767880 Dellaglioa genus growth temperature 2.855677e+01
#> 1088 2769459 Limoniibacter genus growth temperature 2.547035e+01
#> 1089 2770094 Biomaibacter genus growth temperature 5.599250e+01
#> 1090 2772198 Sulfurimicrobium genus growth temperature 2.338964e+01
#> 1091 2778400 Tepiditoga genus growth temperature 4.603032e+01
#> 1092 2778525 Profundibacter genus growth temperature 2.317988e+01
#> 1093 2778528 Specibacter genus growth temperature 2.511944e+01
#> 1094 2780488 Thiosocius genus growth temperature 2.892881e+01
#> 1095 2781120 Thiosulfativibrio genus growth temperature 1.934389e+01
#> 1096 2786989 Koleobacter genus growth temperature 5.516410e+01
#> 1097 2787156 Culicoidibacter genus growth temperature 3.294919e+01
#> 1098 2789775 Actinomarinicola genus growth temperature 3.019475e+01
#> 1099 2791118 Oecophyllibacter genus growth temperature 2.848589e+01
#> 1100 2792240 Thiospirochaeta genus growth temperature 2.769980e+01
#> 1101 2792393 Aquipluma genus growth temperature 2.717476e+01
#> 1102 2793122 Vallicoccus genus growth temperature 2.340514e+01
#> 1103 2795605 Aureliella genus growth temperature 1.977291e+01
#> 1104 2795774 Polystyrenella genus growth temperature 1.809633e+01
#> 1105 2795775 Lignipirellula genus growth temperature 1.970769e+01
#> 1106 2795776 Calycomorphotria genus growth temperature 1.728611e+01
#> 1107 2795777 Maioricimonas genus growth temperature 1.718549e+01
#> 1108 2795778 Caulifigura genus growth temperature 1.802379e+01
#> 1109 2795783 Pirellulimonas genus growth temperature 2.579519e+01
#> 1110 2795784 Pseudobythopirellula genus growth temperature 2.443184e+01
#> 1111 279809 Thiobacter genus growth temperature 3.001269e+01
#> 1112 2798309 Salinadaptatus genus growth temperature 3.856700e+01
#> 1113 2800682 Paraurantiacibacter genus growth temperature 1.147548e+01
#> 1114 2800683 Parapontixanthobacter genus growth temperature 2.258893e+01
#> 1115 2802288 Dongshaea genus growth temperature 2.568021e+01
#> 1116 2803301 Poriferisphaera genus growth temperature 2.806142e+01
#> 1117 2804525 Lichenicola genus growth temperature 2.385026e+01
#> 1118 28048 Acidothermus genus growth temperature 4.161847e+01
#> 1119 2806306 Aggregatilinea genus growth temperature 4.414634e+01
#> 1120 2806742 Bailinhaonella genus growth temperature 2.937453e+01
#> 1121 2806916 Halalkalirubrum genus growth temperature 3.393352e+01
#> 1122 2807415 Urbifossiella genus growth temperature 2.469154e+01
#> 1123 2808942 Fluviibacter genus growth temperature 2.819147e+01
#> 1124 2811380 Entomobacter genus growth temperature 2.837625e+01
#> 1125 2811390 Sporofaciens genus growth temperature 3.662178e+01
#> 1126 2811506 Dissulfurispira genus growth temperature 5.130558e+01
#> 1127 2813041 Vannielia genus growth temperature 2.312032e+01
#> 1128 2813793 Litorihabitans genus growth temperature 2.771993e+01
#> 1129 28138 Rikenella genus growth temperature 3.095001e+01
#> 1130 2813804 Paremcibacter genus growth temperature 2.296265e+01
#> 1131 2815315 Pelomicrobium genus growth temperature 4.249664e+01
#> 1132 2815773 Baileyella genus growth temperature 3.641896e+01
#> 1133 2815776 Bilifractor genus growth temperature 3.686428e+01
#> 1134 2815777 Oliverpabstia genus growth temperature 3.699821e+01
#> 1135 2815778 Porcincola genus growth temperature 3.588012e+01
#> 1136 2815779 Suipraeoptans genus growth temperature 3.686986e+01
#> 1137 2815780 Velocimicrobium genus growth temperature 3.555370e+01
#> 1138 2815781 Waltera genus growth temperature 3.633107e+01
#> 1139 2815782 Bullifex genus growth temperature 3.238752e+01
#> 1140 2815783 Floccifex genus growth temperature 3.690190e+01
#> 1141 2815784 Inconstantimicrobium genus growth temperature 3.421078e+01
#> 1142 2815785 Scrofimicrobium genus growth temperature 3.604012e+01
#> 1143 2815786 Sodaliphilus genus growth temperature 3.660912e+01
#> 1144 2815787 Stecheria genus growth temperature 3.697486e+01
#> 1145 2818469 Fuscovulum genus growth temperature 2.872452e+01
#> 1146 28186 Acetohalobium genus growth temperature 3.824152e+01
#> 1147 2819281 Acidiluteibacter genus growth temperature 1.813088e+01
#> 1148 2820263 Capillibacterium genus growth temperature 4.582614e+01
#> 1149 2820419 Fertoeibacter genus growth temperature 2.485557e+01
#> 1150 2820788 Facilibium genus growth temperature 2.455518e+01
#> 1151 2821512 Algihabitans genus growth temperature 2.493528e+01
#> 1152 2821517 Albibacillus genus growth temperature 2.308717e+01
#> 1153 2822332 Segnochrobactrum genus growth temperature 2.704659e+01
#> 1154 2822463 Butyribacter genus growth temperature 3.459952e+01
#> 1155 2823221 Allgaiera genus growth temperature 1.981898e+01
#> 1156 2823226 Allosediminivita genus growth temperature 2.824226e+01
#> 1157 28250 Ornithobacterium genus growth temperature 2.737880e+01
#> 1158 2827482 Caenibius genus growth temperature 2.447167e+01
#> 1159 2828366 Caldichromatium genus growth temperature 3.979219e+01
#> 1160 2831916 Pukyongia genus growth temperature 1.745575e+01
#> 1161 2831955 Pikeienuella genus growth temperature 2.779260e+01
#> 1162 2834353 Litoribacterium genus growth temperature 2.853420e+01
#> 1163 2838170 Alkalicella genus growth temperature 4.182391e+01
#> 1164 2838311 Natronoglycomyces genus growth temperature 2.507467e+01
#> 1165 2842531 Solibaculum genus growth temperature 3.632244e+01
#> 1166 2845254 Breznakiella genus growth temperature 3.047638e+01
#> 1167 2846747 Meinhardsimonia genus growth temperature 3.482336e+01
#> 1168 2846749 Pacificitalea genus growth temperature 2.747558e+01
#> 1169 2847256 Pelorhabdus genus growth temperature 3.103538e+01
#> 1170 2847313 Tractidigestivibacter genus growth temperature 3.699794e+01
#> 1171 2847314 Paratractidigestivibacter genus growth temperature 3.699867e+01
#> 1172 2847769 Aequoribacter genus growth temperature 2.150172e+01
#> 1173 2847777 Atribacter genus growth temperature 5.077562e+01
#> 1174 2854182 Falsihalocynthiibacter genus growth temperature 2.405931e+01
#> 1175 2854185 Pseudoponticoccus genus growth temperature 2.344128e+01
#> 1176 2854186 Pseudosulfitobacter genus growth temperature 2.591002e+01
#> 1177 2856573 Infirmifilum genus growth temperature 8.560588e+01
#> 1178 2860205 Canicola genus growth temperature 3.656047e+01
#> 1179 286130 Sulfuricurvum genus growth temperature 2.914806e+01
#> 1180 2861660 Pseudalgibacter genus growth temperature 2.053159e+01
#> 1181 2862143 Hutsoniella genus growth temperature 3.474814e+01
#> 1182 2862451 Adhaeretor genus growth temperature 2.258406e+01
#> 1183 2862745 Pseudobdellovibrio genus growth temperature 2.909281e+01
#> 1184 2865860 Deserticella genus growth temperature 1.816245e+01
#> 1185 2866216 Perlabentimonas genus growth temperature 3.351039e+01
#> 1186 2866728 Reticulibacter genus growth temperature 2.759242e+01
#> 1187 2866729 Ktedonospora genus growth temperature 2.806703e+01
#> 1188 286729 Alkaliflexus genus growth temperature 2.509268e+01
#> 1189 2870408 Chitinasiproducens genus growth temperature 2.810277e+01
#> 1190 2870444 Citroniella genus growth temperature 3.434002e+01
#> 1191 2883486 Geomobilimonas genus growth temperature 2.665706e+01
#> 1192 2884610 Gallalistipes genus growth temperature 3.534663e+01
#> 1193 2884634 Ructibacterium genus growth temperature 3.854976e+01
#> 1194 2888818 Pengzhenrongella genus growth temperature 2.698016e+01
#> 1195 2891322 Parazoarcus genus growth temperature 3.043722e+01
#> 1196 2891323 Pseudazoarcus genus growth temperature 2.812297e+01
#> 1197 289239 Roseisalinus genus growth temperature 2.555865e+01
#> 1198 2892397 Pusillibacter genus growth temperature 3.549294e+01
#> 1199 289244 Xylanimicrobium genus growth temperature 2.494330e+01
#> 1200 2893029 Variimorphobacter genus growth temperature 3.822145e+01
#> 1201 2893178 Insectihabitans genus growth temperature 2.657145e+01
#> 1202 2893576 Allosaccharopolyspora genus growth temperature 2.957438e+01
#> 1203 2893577 Halosaccharopolyspora genus growth temperature 3.027290e+01
#> 1204 2894767 Desulfomarina genus growth temperature 2.914377e+01
#> 1205 2898489 Paralysiella genus growth temperature 3.039171e+01
#> 1206 2901416 Atopomonas genus growth temperature 2.501912e+01
#> 1207 290184 Cryptanaerobacter genus growth temperature 3.880805e+01
#> 1208 2904716 Desulfosudis genus growth temperature 3.026729e+01
#> 1209 2905940 Syntrophobacterium genus growth temperature 3.571149e+01
#> 1210 2906433 Terrimesophilobacter genus growth temperature 2.304579e+01
#> 1211 2907507 Halococcoides genus growth temperature 3.711875e+01
#> 1212 2913022 Mucisphaera genus growth temperature 2.851394e+01
#> 1213 2916674 Desulfocastanea genus growth temperature 2.416689e+01
#> 1214 2916691 Desulfolucanica genus growth temperature 4.157211e+01
#> 1215 2916692 Desulforadius genus growth temperature 4.536138e+01
#> 1216 2916959 Desulfovectis genus growth temperature 4.536138e+01
#> 1217 2917831 Meridianimarinicoccus genus growth temperature 2.467800e+01
#> 1218 2918887 Pleomorphovibrio genus growth temperature 1.968423e+01
#> 1219 2919092 Pseudostreptobacillus genus growth temperature 3.601861e+01
#> 1220 2919093 Pseudothioclava genus growth temperature 2.718401e+01
#> 1221 2919362 Saliniramus genus growth temperature 2.870992e+01
#> 1222 2919363 Sandaracinomonas genus growth temperature 2.340641e+01
#> 1223 2919589 Vaginimicrobium genus growth temperature 3.508609e+01
#> 1224 2919626 Alloyangia genus growth temperature 2.400185e+01
#> 1225 291967 Acaricomes genus growth temperature 2.576825e+01
#> 1226 2923368 Solihabitans genus growth temperature 2.654584e+01
#> 1227 2924872 Acididesulfobacillus genus growth temperature 3.121664e+01
#> 1228 292637 Seinonella genus growth temperature 4.502963e+01
#> 1229 293431 Haloquadratum genus growth temperature 3.223073e+01
#> 1230 2935559 Allomeiothermus genus growth temperature 5.222764e+01
#> 1231 29393 Dolosigranulum genus growth temperature 3.315567e+01
#> 1232 29395 Saccharococcus genus growth temperature 4.993669e+01
#> 1233 2943286 Sideroxyarcus genus growth temperature 2.514353e+01
#> 1234 2943317 Entomohabitans genus growth temperature 3.270906e+01
#> 1235 2945018 Limisalsivibrio genus growth temperature 3.450467e+01
#> 1236 2946549 Pseudoneobacillus genus growth temperature 3.110194e+01
#> 1237 2946607 Neotabrizicola genus growth temperature 2.872452e+01
#> 1238 2951107 Leadbettera genus growth temperature 2.870609e+01
#> 1239 2951108 Helmutkoenigia genus growth temperature 2.870609e+01
#> 1240 2951109 Zuelzera genus growth temperature 3.091291e+01
#> 1241 2952002 Pseudacidobacterium genus growth temperature 2.204108e+01
#> 1242 2967962 Brucepastera genus growth temperature 3.114568e+01
#> 1243 2974251 Segatella genus growth temperature 3.694320e+01
#> 1244 2974369 Palleniella genus growth temperature 3.674589e+01
#> 1245 2974813 Onobrychidicola genus growth temperature 2.891710e+01
#> 1246 2974824 Nanobdella genus growth temperature 7.289396e+01
#> 1247 2976171 Desulfoferrobacter genus growth temperature 3.657447e+01
#> 1248 2976759 Capillimicrobium genus growth temperature 2.368381e+01
#> 1249 2981617 Suonthocola genus growth temperature 3.382165e+01
#> 1250 2981628 Aedoeadaptatus genus growth temperature 3.706584e+01
#> 1251 2981630 Anthropogastromicrobium genus growth temperature 3.427011e+01
#> 1252 2981632 Brotonthovivens genus growth temperature 3.636379e+01
#> 1253 2981633 Gallintestinimicrobium genus growth temperature 3.552584e+01
#> 1254 2981634 Hominimerdicola genus growth temperature 3.701763e+01
#> 1255 2981635 Hoministercoradaptatus genus growth temperature 3.699821e+01
#> 1256 2981636 Huintestinicola genus growth temperature 3.801351e+01
#> 1257 2981637 Laedolimicola genus growth temperature 3.568968e+01
#> 1258 2981638 Muricoprocola genus growth temperature 3.679741e+01
#> 1259 2981639 Muriventricola genus growth temperature 3.690404e+01
#> 1260 2981640 Suilimivivens genus growth temperature 3.633107e+01
#> 1261 2986345 Pseudochryseolinea genus growth temperature 2.586923e+01
#> 1262 2994361 Protofrankia genus growth temperature 2.748078e+01
#> 1263 2995704 Peterkaempfera genus growth temperature 2.800235e+01
#> 1264 2997369 Pleomorpha genus growth temperature 2.822535e+01
#> 1265 3025863 Ferroacidibacillus genus growth temperature 4.142242e+01
#> 1266 303226 Lactovum genus growth temperature 2.729412e+01
#> 1267 3062336 Parasphaerochaeta genus growth temperature 3.223867e+01
#> 1268 3062721 Pelotalea genus growth temperature 2.037608e+01
#> 1269 3063783 Oikeobacillus genus growth temperature 3.325898e+01
#> 1270 307586 Thiovirga genus growth temperature 3.189683e+01
#> 1271 3076670 Claveliimonas genus growth temperature 3.527808e+01
#> 1272 309512 Dinoroseobacter genus growth temperature 2.734283e+01
#> 1273 311181 Denitratisoma genus growth temperature 2.143616e+01
#> 1274 316612 Methylibium genus growth temperature 2.557932e+01
#> 1275 316625 Saccharophagus genus growth temperature 2.454550e+01
#> 1276 319458 Leadbetterella genus growth temperature 2.269168e+01
#> 1277 32068 Sebaldella genus growth temperature 3.652334e+01
#> 1278 32205 Leptonema genus growth temperature 3.349526e+01
#> 1279 32636 Halothermothrix genus growth temperature 4.751984e+01
#> 1280 33073 Zymobacter genus growth temperature 2.642028e+01
#> 1281 332248 Truepera genus growth temperature 4.378026e+01
#> 1282 332518 Halospina genus growth temperature 2.902097e+01
#> 1283 334767 Ignisphaera genus growth temperature 8.676017e+01
#> 1284 334857 Goodfellowiella genus growth temperature 2.787149e+01
#> 1285 336260 Thermovirga genus growth temperature 4.573433e+01
#> 1286 337670 Pilibacter genus growth temperature 2.960456e+01
#> 1287 338321 Turneriella genus growth temperature 3.818821e+01
#> 1288 338583 Polymorphospora genus growth temperature 2.756747e+01
#> 1289 33870 Coriobacterium genus growth temperature 3.454695e+01
#> 1290 33969 Melissococcus genus growth temperature 3.205561e+01
#> 1291 33973 Acidobacterium genus growth temperature 2.204108e+01
#> 1292 34000 Acidomonas genus growth temperature 2.765391e+01
#> 1293 34023 Rhodocista genus growth temperature 2.936012e+01
#> 1294 34093 Simkania genus growth temperature 2.771758e+01
#> 1295 34100 Filibacter genus growth temperature 2.357820e+01
#> 1296 342658 Gracilibacter genus growth temperature 4.826897e+01
#> 1297 342943 Sinobaca genus growth temperature 2.780515e+01
#> 1298 343334 Costertonia genus growth temperature 1.890710e+01
#> 1299 349312 Krasilnikovia genus growth temperature 2.803706e+01
#> 1300 356797 Neomegalonema genus growth temperature 2.480020e+01
#> 1301 35796 Nitrococcus genus growth temperature 3.078223e+01
#> 1302 35832 Bilophila genus growth temperature 3.429016e+01
#> 1303 35838 Holophaga genus growth temperature 3.179495e+01
#> 1304 359169 Thermopolyspora genus growth temperature 3.931794e+01
#> 1305 360239 Tepidicella genus growth temperature 3.950046e+01
#> 1306 361106 Desulfoglaeba genus growth temperature 3.708918e+01
#> 1307 364031 Sulfurivirga genus growth temperature 3.670219e+01
#> 1308 364409 Granulibacter genus growth temperature 2.525180e+01
#> 1309 367771 Marinovum genus growth temperature 2.618716e+01
#> 1310 368783 Acidicaldus genus growth temperature 2.865800e+01
#> 1311 369926 Brooklawnia genus growth temperature 2.501962e+01
#> 1312 377149 Desulfosalsimonas genus growth temperature 3.493450e+01
#> 1313 379070 Gilvibacter genus growth temperature 1.993146e+01
#> 1314 379072 Sediminibacter genus growth temperature 1.964452e+01
#> 1315 379074 Sediminitomix genus growth temperature 2.656967e+01
#> 1316 381430 Panacagrimonas genus growth temperature 2.595265e+01
#> 1317 382513 Telmatospirillum genus growth temperature 2.525641e+01
#> 1318 387095 Maribius genus growth temperature 2.978912e+01
#> 1319 388745 Puniceicoccus genus growth temperature 2.203001e+01
#> 1320 392710 Methylosoma genus growth temperature 1.531322e+01
#> 1321 393661 Congregibacter genus growth temperature 2.680790e+01
#> 1322 39840 Desulforhabdus genus growth temperature 3.566810e+01
#> 1323 398772 Methylohalomonas genus growth temperature 2.929335e+01
#> 1324 402170 Lapillicoccus genus growth temperature 2.449599e+01
#> 1325 404402 Howardella genus growth temperature 3.614894e+01
#> 1326 405552 Haloactinospora genus growth temperature 3.337156e+01
#> 1327 407997 Venenivibrio genus growth temperature 6.866282e+01
#> 1328 41201 Ewingella genus growth temperature 2.787751e+01
#> 1329 412592 Thermosulfidibacter genus growth temperature 6.166587e+01
#> 1330 413963 Rapidithrix genus growth temperature 2.621137e+01
#> 1331 41707 Lawsonia genus growth temperature 3.429016e+01
#> 1332 42232 Spirilliplanes genus growth temperature 2.655009e+01
#> 1333 426598 Fulvibacter genus growth temperature 1.477799e+01
#> 1334 427922 Desulfurivibrio genus growth temperature 3.160889e+01
#> 1335 427925 Dethiobacter genus growth temperature 4.026072e+01
#> 1336 428711 Jonquetella genus growth temperature 3.744334e+01
#> 1337 433923 Pseudacidovorax genus growth temperature 2.691108e+01
#> 1338 437755 Moryella genus growth temperature 3.677277e+01
#> 1339 442431 Persicitalea genus growth temperature 2.343422e+01
#> 1340 442432 Perexilibacter genus growth temperature 2.793132e+01
#> 1341 44261 Oxobacter genus growth temperature 3.756467e+01
#> 1342 44262 Oxalophagus genus growth temperature 3.034074e+01
#> 1343 442869 Acanthopleuribacter genus growth temperature 2.835604e+01
#> 1344 444432 Anderseniella genus growth temperature 2.283881e+01
#> 1345 444513 Salibacter genus growth temperature 2.392599e+01
#> 1346 445670 Thiohalophilus genus growth temperature 2.995647e+01
#> 1347 446680 Eudoraea genus growth temperature 2.839757e+01
#> 1348 447678 Ekhidna genus growth temperature 2.094755e+01
#> 1349 448176 Granulicoccus genus growth temperature 2.728090e+01
#> 1350 450803 Oceaniserpentilla genus growth temperature 2.454175e+01
#> 1351 451373 Rudanella genus growth temperature 2.178223e+01
#> 1352 453229 Desulfarculus genus growth temperature 2.947709e+01
#> 1353 453850 Joostella genus growth temperature 2.473571e+01
#> 1354 455076 Rhodocytophaga genus growth temperature 2.535858e+01
#> 1355 455252 Methylonatrum genus growth temperature 2.918196e+01
#> 1356 45662 Desulfohalobium genus growth temperature 3.743191e+01
#> 1357 457476 Daeguia genus growth temperature 3.021288e+01
#> 1358 46123 Abiotrophia genus growth temperature 3.479228e+01
#> 1359 466108 Biostraticola genus growth temperature 2.787393e+01
#> 1360 467975 Iamia genus growth temperature 3.019475e+01
#> 1361 468938 Cerasicoccus genus growth temperature 1.841257e+01
#> 1362 469655 Thioalkalibacter genus growth temperature 3.200069e+01
#> 1363 471824 Haloplasma genus growth temperature 3.318802e+01
#> 1364 472054 Leptobacterium genus growth temperature 2.036503e+01
#> 1365 472568 Devriesea genus growth temperature 2.947672e+01
#> 1366 475087 Methanosphaerula genus growth temperature 3.687536e+01
#> 1367 475960 Bellilinea genus growth temperature 3.988997e+01
#> 1368 475961 Longilinea genus growth temperature 3.839172e+01
#> 1369 475965 Levilinea genus growth temperature 3.854518e+01
#> 1370 475966 Leptolinea genus growth temperature 3.906038e+01
#> 1371 476528 Bibersteinia genus growth temperature 3.691486e+01
#> 1372 47670 Lautropia genus growth temperature 2.832041e+01
#> 1373 477695 Thermogladius genus growth temperature 8.440221e+01
#> 1374 485576 Aquisalibacillus genus growth temperature 3.230004e+01
#> 1375 486506 Alkalilactibacillus genus growth temperature 2.730421e+01
#> 1376 48728 Rhabdochromatium genus growth temperature 2.556573e+01
#> 1377 488548 Lutaonella genus growth temperature 2.161379e+01
#> 1378 489140 Geminicoccus genus growth temperature 2.670500e+01
#> 1379 492233 Thiohalorhabdus genus growth temperature 3.180646e+01
#> 1380 497726 Nitrososphaera genus growth temperature 4.622017e+01
#> 1381 497742 Desulfatirhabdium genus growth temperature 2.942147e+01
#> 1382 499228 Tepidanaerobacter genus growth temperature 5.599250e+01
#> 1383 504465 Rhodovastum genus growth temperature 2.822412e+01
#> 1384 510701 Desulfurispora genus growth temperature 4.549986e+01
#> 1385 51196 Syntrophobotulus genus growth temperature 3.030284e+01
#> 1386 513557 Syntrophorhabdus genus growth temperature 4.609861e+01
#> 1387 518746 Limibacter genus growth temperature 2.718379e+01
#> 1388 518754 Persicirhabdus genus growth temperature 1.696533e+01
#> 1389 52130 Stetteria genus growth temperature 9.037063e+01
#> 1390 529881 Aquiluna genus growth temperature 2.116150e+01
#> 1391 53328 Desulfospira genus growth temperature 2.846971e+01
#> 1392 53387 Friedmanniella genus growth temperature 2.200783e+01
#> 1393 53416 Lonepinella genus growth temperature 3.673134e+01
#> 1394 53425 Sulfophobococcus genus growth temperature 8.614881e+01
#> 1395 53456 Propioniferax genus growth temperature 2.745502e+01
#> 1396 53634 Acidimicrobium genus growth temperature 3.763352e+01
#> 1397 54066 Xylophilus genus growth temperature 2.640506e+01
#> 1398 54247 Hyperthermus genus growth temperature 9.724780e+01
#> 1399 54249 Thermodiscus genus growth temperature 9.037063e+01
#> 1400 54251 Pyrolobus genus growth temperature 9.806749e+01
#> 1401 54253 Thermosphaera genus growth temperature 8.614881e+01
#> 1402 54260 Ferroglobus genus growth temperature 8.372824e+01
#> 1403 545865 Calditerrivibrio genus growth temperature 3.933676e+01
#> 1404 551771 Vulcanibacillus genus growth temperature 4.057370e+01
#> 1405 552511 Thiofaba genus growth temperature 3.189683e+01
#> 1406 55506 Schwartzia genus growth temperature 3.629428e+01
#> 1407 555078 Fervidicola genus growth temperature 6.870218e+01
#> 1408 556178 Humibacillus genus growth temperature 2.772464e+01
#> 1409 556257 Pseudolabrys genus growth temperature 2.739229e+01
#> 1410 56054 Bogoriella genus growth temperature 2.932134e+01
#> 1411 56112 Dehalobacter genus growth temperature 3.030284e+01
#> 1412 561442 Anaerovirgula genus growth temperature 3.502791e+01
#> 1413 565005 Nubsella genus growth temperature 2.549242e+01
#> 1414 568214 Marihabitans genus growth temperature 2.665094e+01
#> 1415 568387 Alkanibacter genus growth temperature 2.695802e+01
#> 1416 568400 Exilispira genus growth temperature 3.605726e+01
#> 1417 57039 Malonomonas genus growth temperature 2.840606e+01
#> 1418 574347 Modicisalibacter genus growth temperature 2.591157e+01
#> 1419 574559 Hellea genus growth temperature 2.028149e+01
#> 1420 574892 Kriegella genus growth temperature 2.150472e+01
#> 1421 580374 Klugiella genus growth temperature 2.326398e+01
#> 1422 582491 Rubidibacter genus growth temperature 4.443789e+01
#> 1423 588605 Robinsoniella genus growth temperature 3.668291e+01
#> 1424 59195 Rickettsiella genus growth temperature 3.094825e+01
#> 1425 59613 Skermania genus growth temperature 2.732226e+01
#> 1426 596495 Sciscionella genus growth temperature 3.455042e+01
#> 1427 596767 Hydrogenoanaerobacterium genus growth temperature 3.506701e+01
#> 1428 599651 Bermanella genus growth temperature 2.437695e+01
#> 1429 599653 Tropicibacter genus growth temperature 2.986765e+01
#> 1430 608658 Citreimonas genus growth temperature 2.745503e+01
#> 1431 60892 Desulfobacca genus growth temperature 3.309325e+01
#> 1432 613121 Smaragdicoccus genus growth temperature 2.857569e+01
#> 1433 61434 Dehalococcoides genus growth temperature 2.397481e+01
#> 1434 61593 Thiorhodovibrio genus growth temperature 2.682529e+01
#> 1435 62608 Thermocladium genus growth temperature 8.365883e+01
#> 1436 630723 Halarsenatibacter genus growth temperature 4.586353e+01
#> 1437 633413 Pseudozobellia genus growth temperature 2.169048e+01
#> 1438 63958 Demetria genus growth temperature 2.663199e+01
#> 1439 64322 Carnimonas genus growth temperature 2.642028e+01
#> 1440 644353 Halanaerobaculum genus growth temperature 3.864942e+01
#> 1441 647744 Indibacter genus growth temperature 1.860318e+01
#> 1442 648799 Thermotalea genus growth temperature 3.560531e+01
#> 1443 651810 Phaselicystis genus growth temperature 2.690986e+01
#> 1444 658623 Chelonobacter genus growth temperature 3.642795e+01
#> 1445 659427 Sediminimonas genus growth temperature 2.718430e+01
#> 1446 662087 Thermovorax genus growth temperature 6.870218e+01
#> 1447 666508 Phycisphaera genus growth temperature 2.909400e+01
#> 1448 674963 Succinatimonas genus growth temperature 3.682928e+01
#> 1449 683756 Kinneretia genus growth temperature 2.581266e+01
#> 1450 685950 Fervidicoccus genus growth temperature 8.558392e+01
#> 1451 68903 Terracoccus genus growth temperature 2.772464e+01
#> 1452 689697 Salisaeta genus growth temperature 3.957896e+01
#> 1453 690621 Georgfuchsia genus growth temperature 2.526296e+01
#> 1454 693074 Caldisericum genus growth temperature 5.384321e+01
#> 1455 697279 Bavariicoccus genus growth temperature 3.593133e+01
#> 1456 697331 Basfia genus growth temperature 3.675755e+01
#> 1457 702 Plesiomonas genus growth temperature 2.653454e+01
#> 1458 70992 Flexithrix genus growth temperature 2.621137e+01
#> 1459 70994 Lewinella genus growth temperature 2.411947e+01
#> 1460 71 Simonsiella genus growth temperature 3.640474e+01
#> 1461 718013 Thermasporomyces genus growth temperature 3.294035e+01
#> 1462 747074 Tepidamorphus genus growth temperature 3.032354e+01
#> 1463 74968 Ferroplasma genus growth temperature 3.962153e+01
#> 1464 75683 Balneatrix genus growth temperature 2.461820e+01
#> 1465 758601 Deinobacterium genus growth temperature 3.340189e+01
#> 1466 759413 Natronovirga genus growth temperature 4.762779e+01
#> 1467 76886 Caldivirga genus growth temperature 8.365883e+01
#> 1468 77583 Craurococcus genus growth temperature 2.926285e+01
#> 1469 77674 Paracraurococcus genus growth temperature 2.239290e+01
#> 1470 78119 Succinispira genus growth temperature 3.679682e+01
#> 1471 78328 Coenonia genus growth temperature 3.197481e+01
#> 1472 78553 Alterococcus genus growth temperature 2.933765e+01
#> 1473 795750 Ignavibacterium genus growth temperature 4.293857e+01
#> 1474 79603 Denitrobacterium genus growth temperature 3.679186e+01
#> 1475 81411 Aminomonas genus growth temperature 4.653963e+01
#> 1476 81463 Anaeromusa genus growth temperature 3.650384e+01
#> 1477 82202 Centipeda genus growth temperature 3.699920e+01
#> 1478 82559 Thiolamprovum genus growth temperature 3.264569e+01
#> 1479 82800 Desemzia genus growth temperature 2.968858e+01
#> 1480 82982 Obesumbacterium genus growth temperature 2.992530e+01
#> 1481 83400 Roseospirillum genus growth temperature 2.658381e+01
#> 1482 83551 Parachlamydia genus growth temperature 2.771758e+01
#> 1483 83768 Succinimonas genus growth temperature 3.621676e+01
#> 1484 84036 Syntrophococcus genus growth temperature 3.686428e+01
#> 1485 84162 Cryptobacterium genus growth temperature 3.688262e+01
#> 1486 843 Wolinella genus growth temperature 3.680164e+01
#> 1487 84756 Beutenbergia genus growth temperature 2.831037e+01
#> 1488 85073 Thermochromatium genus growth temperature 3.979219e+01
#> 1489 85078 Thiococcus genus growth temperature 2.556573e+01
#> 1490 85273 Rhodothalassium genus growth temperature 2.613675e+01
#> 1491 85924 Alkalispirillum genus growth temperature 3.376271e+01
#> 1492 861913 Fibrisoma genus growth temperature 2.316250e+01
#> 1493 862071 Syntrophaceticus genus growth temperature 4.925329e+01
#> 1494 866 Ruminobacter genus growth temperature 3.621676e+01
#> 1495 869 Dichelobacter genus growth temperature 3.465738e+01
#> 1496 872112 Fodinibacter genus growth temperature 2.749747e+01
#> 1497 88358 Thermodesulforhabdus genus growth temperature 3.846047e+01
#> 1498 89092 Ignavigranum genus growth temperature 3.604705e+01
#> 1499 89342 Desulfocella genus growth temperature 2.734771e+01
#> 1500 89523 Rubrimonas genus growth temperature 2.483853e+01
#> 1501 908284 Necropsobacter genus growth temperature 3.684408e+01
#> 1502 909928 Negativicoccus genus growth temperature 3.645226e+01
#> 1503 909931 Sporolituus genus growth temperature 5.476909e+01
#> 1504 91559 Methanimicrococcus genus growth temperature 3.407447e+01
#> 1505 935200 Sulfuricella genus growth temperature 2.143815e+01
#> 1506 937253 Thermohydrogenium genus growth temperature 6.175545e+01
#> 1507 94139 Catenococcus genus growth temperature 2.769731e+01
#> 1508 946234 Flavonifractor genus growth temperature 3.694600e+01
#> 1509 947525 Miniimonas genus growth temperature 2.800526e+01
#> 1510 985001 Piscicoccus genus growth temperature 2.672786e+01
#> 1511 986106 Acidiferrobacter genus growth temperature 3.166524e+01
#> 1512 992 Flexibacter genus growth temperature 2.734536e+01
#> 1513 99593 Thermohalobacter genus growth temperature 5.447029e+01
#> 1514 998014 Cocleimonas genus growth temperature 2.539133e+01
#> 1515 999506 Pseudofulvimonas genus growth temperature 3.063134e+01
#> Evidence Frequency Score Attribute_source Confidence_in_curation
#> 1 asr unknown NA <NA> <NA>
#> 2 asr unknown NA <NA> <NA>
#> 3 asr unknown NA <NA> <NA>
#> 4 asr unknown NA <NA> <NA>
#> 5 asr unknown NA <NA> <NA>
#> 6 asr unknown NA <NA> <NA>
#> 7 asr unknown NA <NA> <NA>
#> 8 asr unknown NA <NA> <NA>
#> 9 asr unknown NA <NA> <NA>
#> 10 asr unknown NA <NA> <NA>
#> 11 asr unknown NA <NA> <NA>
#> 12 asr unknown NA <NA> <NA>
#> 13 asr unknown NA <NA> <NA>
#> 14 asr unknown NA <NA> <NA>
#> 15 asr unknown NA <NA> <NA>
#> 16 asr unknown NA <NA> <NA>
#> 17 asr unknown NA <NA> <NA>
#> 18 asr unknown NA <NA> <NA>
#> 19 asr unknown NA <NA> <NA>
#> 20 asr unknown NA <NA> <NA>
#> 21 asr unknown NA <NA> <NA>
#> 22 asr unknown NA <NA> <NA>
#> 23 asr unknown NA <NA> <NA>
#> 24 asr unknown NA <NA> <NA>
#> 25 asr unknown NA <NA> <NA>
#> 26 asr unknown NA <NA> <NA>
#> 27 asr unknown NA <NA> <NA>
#> 28 asr unknown NA <NA> <NA>
#> 29 asr unknown NA <NA> <NA>
#> 30 asr unknown NA <NA> <NA>
#> 31 asr unknown NA <NA> <NA>
#> 32 asr unknown NA <NA> <NA>
#> 33 asr unknown NA <NA> <NA>
#> 34 asr unknown NA <NA> <NA>
#> 35 asr unknown NA <NA> <NA>
#> 36 asr unknown NA <NA> <NA>
#> 37 asr unknown NA <NA> <NA>
#> 38 asr unknown NA <NA> <NA>
#> 39 asr unknown NA <NA> <NA>
#> 40 asr unknown NA <NA> <NA>
#> 41 asr unknown NA <NA> <NA>
#> 42 asr unknown NA <NA> <NA>
#> 43 asr unknown NA <NA> <NA>
#> 44 asr unknown NA <NA> <NA>
#> 45 asr unknown NA <NA> <NA>
#> 46 asr unknown NA <NA> <NA>
#> 47 asr unknown NA <NA> <NA>
#> 48 asr unknown NA <NA> <NA>
#> 49 asr unknown NA <NA> <NA>
#> 50 asr unknown NA <NA> <NA>
#> 51 asr unknown NA <NA> <NA>
#> 52 asr unknown NA <NA> <NA>
#> 53 asr unknown NA <NA> <NA>
#> 54 asr unknown NA <NA> <NA>
#> 55 asr unknown NA <NA> <NA>
#> 56 asr unknown NA <NA> <NA>
#> 57 asr unknown NA <NA> <NA>
#> 58 asr unknown NA <NA> <NA>
#> 59 asr unknown NA <NA> <NA>
#> 60 asr unknown NA <NA> <NA>
#> 61 asr unknown NA <NA> <NA>
#> 62 asr unknown NA <NA> <NA>
#> 63 asr unknown NA <NA> <NA>
#> 64 asr unknown NA <NA> <NA>
#> 65 asr unknown NA <NA> <NA>
#> 66 asr unknown NA <NA> <NA>
#> 67 asr unknown NA <NA> <NA>
#> 68 asr unknown NA <NA> <NA>
#> 69 asr unknown NA <NA> <NA>
#> 70 asr unknown NA <NA> <NA>
#> 71 asr unknown NA <NA> <NA>
#> 72 asr unknown NA <NA> <NA>
#> 73 asr unknown NA <NA> <NA>
#> 74 asr unknown NA <NA> <NA>
#> 75 asr unknown NA <NA> <NA>
#> 76 asr unknown NA <NA> <NA>
#> 77 asr unknown NA <NA> <NA>
#> 78 asr unknown NA <NA> <NA>
#> 79 asr unknown NA <NA> <NA>
#> 80 asr unknown NA <NA> <NA>
#> 81 asr unknown NA <NA> <NA>
#> 82 asr unknown NA <NA> <NA>
#> 83 asr unknown NA <NA> <NA>
#> 84 asr unknown NA <NA> <NA>
#> 85 asr unknown NA <NA> <NA>
#> 86 asr unknown NA <NA> <NA>
#> 87 asr unknown NA <NA> <NA>
#> 88 asr unknown NA <NA> <NA>
#> 89 asr unknown NA <NA> <NA>
#> 90 asr unknown NA <NA> <NA>
#> 91 asr unknown NA <NA> <NA>
#> 92 asr unknown NA <NA> <NA>
#> 93 asr unknown NA <NA> <NA>
#> 94 asr unknown NA <NA> <NA>
#> 95 asr unknown NA <NA> <NA>
#> 96 asr unknown NA <NA> <NA>
#> 97 asr unknown NA <NA> <NA>
#> 98 asr unknown NA <NA> <NA>
#> 99 asr unknown NA <NA> <NA>
#> 100 asr unknown NA <NA> <NA>
#> 101 asr unknown NA <NA> <NA>
#> 102 asr unknown NA <NA> <NA>
#> 103 asr unknown NA <NA> <NA>
#> 104 asr unknown NA <NA> <NA>
#> 105 asr unknown NA <NA> <NA>
#> 106 asr unknown NA <NA> <NA>
#> 107 asr unknown NA <NA> <NA>
#> 108 asr unknown NA <NA> <NA>
#> 109 asr unknown NA <NA> <NA>
#> 110 asr unknown NA <NA> <NA>
#> 111 asr unknown NA <NA> <NA>
#> 112 asr unknown NA <NA> <NA>
#> 113 asr unknown NA <NA> <NA>
#> 114 asr unknown NA <NA> <NA>
#> 115 asr unknown NA <NA> <NA>
#> 116 asr unknown NA <NA> <NA>
#> 117 asr unknown NA <NA> <NA>
#> 118 asr unknown NA <NA> <NA>
#> 119 asr unknown NA <NA> <NA>
#> 120 asr unknown NA <NA> <NA>
#> 121 asr unknown NA <NA> <NA>
#> 122 asr unknown NA <NA> <NA>
#> 123 asr unknown NA <NA> <NA>
#> 124 asr unknown NA <NA> <NA>
#> 125 asr unknown NA <NA> <NA>
#> 126 asr unknown NA <NA> <NA>
#> 127 asr unknown NA <NA> <NA>
#> 128 asr unknown NA <NA> <NA>
#> 129 asr unknown NA <NA> <NA>
#> 130 asr unknown NA <NA> <NA>
#> 131 asr unknown NA <NA> <NA>
#> 132 asr unknown NA <NA> <NA>
#> 133 asr unknown NA <NA> <NA>
#> 134 asr unknown NA <NA> <NA>
#> 135 asr unknown NA <NA> <NA>
#> 136 asr unknown NA <NA> <NA>
#> 137 asr unknown NA <NA> <NA>
#> 138 asr unknown NA <NA> <NA>
#> 139 asr unknown NA <NA> <NA>
#> 140 asr unknown NA <NA> <NA>
#> 141 asr unknown NA <NA> <NA>
#> 142 asr unknown NA <NA> <NA>
#> 143 asr unknown NA <NA> <NA>
#> 144 asr unknown NA <NA> <NA>
#> 145 asr unknown NA <NA> <NA>
#> 146 asr unknown NA <NA> <NA>
#> 147 asr unknown NA <NA> <NA>
#> 148 asr unknown NA <NA> <NA>
#> 149 asr unknown NA <NA> <NA>
#> 150 asr unknown NA <NA> <NA>
#> 151 asr unknown NA <NA> <NA>
#> 152 asr unknown NA <NA> <NA>
#> 153 asr unknown NA <NA> <NA>
#> 154 asr unknown NA <NA> <NA>
#> 155 asr unknown NA <NA> <NA>
#> 156 asr unknown NA <NA> <NA>
#> 157 asr unknown NA <NA> <NA>
#> 158 asr unknown NA <NA> <NA>
#> 159 asr unknown NA <NA> <NA>
#> 160 asr unknown NA <NA> <NA>
#> 161 asr unknown NA <NA> <NA>
#> 162 asr unknown NA <NA> <NA>
#> 163 asr unknown NA <NA> <NA>
#> 164 asr unknown NA <NA> <NA>
#> 165 asr unknown NA <NA> <NA>
#> 166 asr unknown NA <NA> <NA>
#> 167 asr unknown NA <NA> <NA>
#> 168 asr unknown NA <NA> <NA>
#> 169 asr unknown NA <NA> <NA>
#> 170 asr unknown NA <NA> <NA>
#> 171 asr unknown NA <NA> <NA>
#> 172 asr unknown NA <NA> <NA>
#> 173 asr unknown NA <NA> <NA>
#> 174 asr unknown NA <NA> <NA>
#> 175 asr unknown NA <NA> <NA>
#> 176 asr unknown NA <NA> <NA>
#> 177 asr unknown NA <NA> <NA>
#> 178 asr unknown NA <NA> <NA>
#> 179 asr unknown NA <NA> <NA>
#> 180 asr unknown NA <NA> <NA>
#> 181 asr unknown NA <NA> <NA>
#> 182 asr unknown NA <NA> <NA>
#> 183 asr unknown NA <NA> <NA>
#> 184 asr unknown NA <NA> <NA>
#> 185 asr unknown NA <NA> <NA>
#> 186 asr unknown NA <NA> <NA>
#> 187 asr unknown NA <NA> <NA>
#> 188 asr unknown NA <NA> <NA>
#> 189 asr unknown NA <NA> <NA>
#> 190 asr unknown NA <NA> <NA>
#> 191 asr unknown NA <NA> <NA>
#> 192 asr unknown NA <NA> <NA>
#> 193 asr unknown NA <NA> <NA>
#> 194 asr unknown NA <NA> <NA>
#> 195 asr unknown NA <NA> <NA>
#> 196 asr unknown NA <NA> <NA>
#> 197 asr unknown NA <NA> <NA>
#> 198 asr unknown NA <NA> <NA>
#> 199 asr unknown NA <NA> <NA>
#> 200 asr unknown NA <NA> <NA>
#> 201 asr unknown NA <NA> <NA>
#> 202 asr unknown NA <NA> <NA>
#> 203 asr unknown NA <NA> <NA>
#> 204 asr unknown NA <NA> <NA>
#> 205 asr unknown NA <NA> <NA>
#> 206 asr unknown NA <NA> <NA>
#> 207 asr unknown NA <NA> <NA>
#> 208 asr unknown NA <NA> <NA>
#> 209 asr unknown NA <NA> <NA>
#> 210 asr unknown NA <NA> <NA>
#> 211 asr unknown NA <NA> <NA>
#> 212 asr unknown NA <NA> <NA>
#> 213 asr unknown NA <NA> <NA>
#> 214 asr unknown NA <NA> <NA>
#> 215 asr unknown NA <NA> <NA>
#> 216 asr unknown NA <NA> <NA>
#> 217 asr unknown NA <NA> <NA>
#> 218 asr unknown NA <NA> <NA>
#> 219 asr unknown NA <NA> <NA>
#> 220 asr unknown NA <NA> <NA>
#> 221 asr unknown NA <NA> <NA>
#> 222 asr unknown NA <NA> <NA>
#> 223 asr unknown NA <NA> <NA>
#> 224 asr unknown NA <NA> <NA>
#> 225 asr unknown NA <NA> <NA>
#> 226 asr unknown NA <NA> <NA>
#> 227 asr unknown NA <NA> <NA>
#> 228 asr unknown NA <NA> <NA>
#> 229 asr unknown NA <NA> <NA>
#> 230 asr unknown NA <NA> <NA>
#> 231 asr unknown NA <NA> <NA>
#> 232 asr unknown NA <NA> <NA>
#> 233 asr unknown NA <NA> <NA>
#> 234 asr unknown NA <NA> <NA>
#> 235 asr unknown NA <NA> <NA>
#> 236 asr unknown NA <NA> <NA>
#> 237 asr unknown NA <NA> <NA>
#> 238 asr unknown NA <NA> <NA>
#> 239 asr unknown NA <NA> <NA>
#> 240 asr unknown NA <NA> <NA>
#> 241 asr unknown NA <NA> <NA>
#> 242 asr unknown NA <NA> <NA>
#> 243 asr unknown NA <NA> <NA>
#> 244 asr unknown NA <NA> <NA>
#> 245 asr unknown NA <NA> <NA>
#> 246 asr unknown NA <NA> <NA>
#> 247 asr unknown NA <NA> <NA>
#> 248 asr unknown NA <NA> <NA>
#> 249 asr unknown NA <NA> <NA>
#> 250 asr unknown NA <NA> <NA>
#> 251 asr unknown NA <NA> <NA>
#> 252 asr unknown NA <NA> <NA>
#> 253 asr unknown NA <NA> <NA>
#> 254 asr unknown NA <NA> <NA>
#> 255 asr unknown NA <NA> <NA>
#> 256 asr unknown NA <NA> <NA>
#> 257 asr unknown NA <NA> <NA>
#> 258 asr unknown NA <NA> <NA>
#> 259 asr unknown NA <NA> <NA>
#> 260 asr unknown NA <NA> <NA>
#> 261 asr unknown NA <NA> <NA>
#> 262 asr unknown NA <NA> <NA>
#> 263 asr unknown NA <NA> <NA>
#> 264 asr unknown NA <NA> <NA>
#> 265 asr unknown NA <NA> <NA>
#> 266 asr unknown NA <NA> <NA>
#> 267 asr unknown NA <NA> <NA>
#> 268 asr unknown NA <NA> <NA>
#> 269 asr unknown NA <NA> <NA>
#> 270 asr unknown NA <NA> <NA>
#> 271 asr unknown NA <NA> <NA>
#> 272 asr unknown NA <NA> <NA>
#> 273 asr unknown NA <NA> <NA>
#> 274 asr unknown NA <NA> <NA>
#> 275 asr unknown NA <NA> <NA>
#> 276 asr unknown NA <NA> <NA>
#> 277 asr unknown NA <NA> <NA>
#> 278 asr unknown NA <NA> <NA>
#> 279 asr unknown NA <NA> <NA>
#> 280 asr unknown NA <NA> <NA>
#> 281 asr unknown NA <NA> <NA>
#> 282 asr unknown NA <NA> <NA>
#> 283 asr unknown NA <NA> <NA>
#> 284 asr unknown NA <NA> <NA>
#> 285 asr unknown NA <NA> <NA>
#> 286 asr unknown NA <NA> <NA>
#> 287 asr unknown NA <NA> <NA>
#> 288 asr unknown NA <NA> <NA>
#> 289 asr unknown NA <NA> <NA>
#> 290 asr unknown NA <NA> <NA>
#> 291 asr unknown NA <NA> <NA>
#> 292 asr unknown NA <NA> <NA>
#> 293 asr unknown NA <NA> <NA>
#> 294 asr unknown NA <NA> <NA>
#> 295 asr unknown NA <NA> <NA>
#> 296 asr unknown NA <NA> <NA>
#> 297 asr unknown NA <NA> <NA>
#> 298 asr unknown NA <NA> <NA>
#> 299 asr unknown NA <NA> <NA>
#> 300 asr unknown NA <NA> <NA>
#> 301 asr unknown NA <NA> <NA>
#> 302 asr unknown NA <NA> <NA>
#> 303 asr unknown NA <NA> <NA>
#> 304 asr unknown NA <NA> <NA>
#> 305 asr unknown NA <NA> <NA>
#> 306 asr unknown NA <NA> <NA>
#> 307 asr unknown NA <NA> <NA>
#> 308 asr unknown NA <NA> <NA>
#> 309 asr unknown NA <NA> <NA>
#> 310 asr unknown NA <NA> <NA>
#> 311 asr unknown NA <NA> <NA>
#> 312 asr unknown NA <NA> <NA>
#> 313 asr unknown NA <NA> <NA>
#> 314 asr unknown NA <NA> <NA>
#> 315 asr unknown NA <NA> <NA>
#> 316 asr unknown NA <NA> <NA>
#> 317 asr unknown NA <NA> <NA>
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#> 1355 asr unknown NA <NA> <NA>
#> 1356 asr unknown NA <NA> <NA>
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maxs <- dat |>
filter(NSTI < thr) |>
arrange(NSTI) |>
slice_max(order_by = NSTI, n = 10)
maxs
#> NCBI_ID Taxon_name Rank Attribute Attribute_value
#> 1 1628148 Rheinheimera salexigens species coding genes 3800.649
#> 2 1628148 Rheinheimera salexigens species genome size 4410701.236
#> 3 716813 Psychrosphaera saromensis species coding genes 3718.236
#> 4 716813 Psychrosphaera saromensis species genome size 4396869.657
#> 5 453850 Joostella genus coding genes 3278.385
#> 6 926559 Joostella marina DSM 19592 strain coding genes 3278.385
#> 7 453850 Joostella genus genome size 3769439.020
#> 8 926559 Joostella marina DSM 19592 strain genome size 3769439.020
#> 9 998014 Cocleimonas genus coding genes 3398.741
#> 10 634765 Cocleimonas flava species coding genes 3398.741
#> 11 998014 Cocleimonas genus genome size 3842241.210
#> 12 634765 Cocleimonas flava species genome size 3842241.210
#> Evidence Frequency Score Attribute_source Confidence_in_curation
#> 1 asr unknown NA <NA> <NA>
#> 2 asr unknown NA <NA> <NA>
#> 3 asr unknown NA <NA> <NA>
#> 4 asr unknown NA <NA> <NA>
#> 5 asr unknown NA <NA> <NA>
#> 6 asr unknown NA <NA> <NA>
#> 7 asr unknown NA <NA> <NA>
#> 8 asr unknown NA <NA> <NA>
#> 9 asr unknown NA <NA> <NA>
#> 10 asr unknown NA <NA> <NA>
#> 11 asr unknown NA <NA> <NA>
#> 12 asr unknown NA <NA> <NA>
#> Attribute_type NSTI Validation
#> 1 numeric 0.199950 0.72
#> 2 numeric 0.199950 0.72
#> 3 numeric 0.199930 0.72
#> 4 numeric 0.199930 0.72
#> 5 numeric 0.199921 0.72
#> 6 numeric 0.199921 0.72
#> 7 numeric 0.199921 0.72
#> 8 numeric 0.199921 0.72
#> 9 numeric 0.199862 0.72
#> 10 numeric 0.199862 0.72
#> 11 numeric 0.199862 0.72
#> 12 numeric 0.199862 0.72A function for converting NSTI into Frequency and then into scores
nsti2Freq <- function(x) {
dplyr::case_when(
is.na(x) ~ NA,
x == 0 ~ "always",
x > 0 & x <= 0.05 ~ "usually",
x > 0.05 & x <= 0.15 ~ "sometimes",
x > 0.15 & x <= 0.2 ~ "rarely",
x > 0.2 ~ "never"
)
}
dat$Frequency <- nsti2Freq(dat$NSTI)
dat$Score <- freq2Scores(dat$Frequency) ## Need freq2Scores2Session information
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.3.3 (2024-02-29)
#> os Ubuntu 22.04.4 LTS
#> system x86_64, linux-gnu
#> ui X11
#> language en
#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz Etc/UTC
#> date 2024-04-11
#> pandoc 3.1.1 @ /usr/local/bin/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> package * version date (UTC) lib source
#> ape * 5.7-1 2023-03-13 [1] RSPM (R 4.3.0)
#> BiocFileCache 2.10.2 2024-03-27 [1] Bioconductor 3.18 (R 4.3.2)
#> bit 4.0.5 2022-11-15 [1] RSPM (R 4.3.0)
#> bit64 4.0.5 2020-08-30 [1] RSPM (R 4.3.0)
#> blob 1.2.4 2023-03-17 [1] RSPM (R 4.3.0)
#> bslib 0.7.0 2024-03-29 [1] RSPM (R 4.3.0)
#> bugphyzz * 0.99.0 2024-04-11 [1] Github (waldronlab/bugphyzz@08661bb)
#> cachem 1.0.8 2023-05-01 [1] RSPM (R 4.3.0)
#> castor * 1.8.0 2024-01-09 [1] RSPM (R 4.3.0)
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#> ──────────────────────────────────────────────────────────────────────────────