Maaslin2.Rcheck/tests_i386/testthat.Rout
R version 4.0.3 (2020-10-10) -- "Bunny-Wunnies Freak Out"
Copyright (C) 2020 The R Foundation for Statistical Computing
Platform: i386-w64-mingw32/i386 (32-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(Maaslin2)
>
> test_check("Maaslin2")
[1] "Creating output folder"
[1] "Creating output figures folder"
2020-10-17 05:39:14 INFO::Writing function arguments to log file
2020-10-17 05:39:14 INFO::Verifying options selected are valid
2020-10-17 05:39:14 INFO::Determining format of input files
2020-10-17 05:39:14 INFO::Input format is data samples as rows and metadata samples as rows
2020-10-17 05:39:14 INFO::Formula for random effects: expr ~ (1 | site) + (1 | subject)
2020-10-17 05:39:14 INFO::Formula for fixed effects: expr ~ diagnosis + dysbiosisnonIBD + dysbiosisUC + dysbiosisCD + antibiotics + age
2020-10-17 05:39:14 INFO::Running selected normalization method: TSS
2020-10-17 05:39:16 INFO::Filter data based on min abundance and min prevalence
2020-10-17 05:39:16 INFO::Total samples in data: 1595
2020-10-17 05:39:16 INFO::Min samples required with min abundance for a feature not to be filtered: 159.500000
2020-10-17 05:39:16 INFO::Total filtered features: 0
2020-10-17 05:39:16 INFO::Filtered feature names:
2020-10-17 05:39:16 INFO::Bypass z-score application to metadata
2020-10-17 05:39:16 INFO::Running selected transform method: AST
2020-10-17 05:39:16 INFO::Running selected analysis method: LM
2020-10-17 05:39:16 INFO::Fitting model to feature number 1, Bifidobacterium.adolescentis
2020-10-17 05:39:18 INFO::Fitting model to feature number 2, Bifidobacterium.bifidum
2020-10-17 05:39:18 INFO::Fitting model to feature number 3, Bifidobacterium.longum
2020-10-17 05:39:18 INFO::Fitting model to feature number 4, Bifidobacterium.pseudocatenulatum
2020-10-17 05:39:18 INFO::Fitting model to feature number 5, Collinsella.aerofaciens
2020-10-17 05:39:19 INFO::Fitting model to feature number 6, Bacteroides.caccae
2020-10-17 05:39:19 INFO::Fitting model to feature number 7, Bacteroides.cellulosilyticus
2020-10-17 05:39:19 INFO::Fitting model to feature number 8, Bacteroides.dorei
2020-10-17 05:39:19 INFO::Fitting model to feature number 9, Bacteroides.eggerthii
2020-10-17 05:39:19 INFO::Fitting model to feature number 10, Bacteroides.faecis
2020-10-17 05:39:19 INFO::Fitting model to feature number 11, Bacteroides.finegoldii
2020-10-17 05:39:20 INFO::Fitting model to feature number 12, Bacteroides.fragilis
2020-10-17 05:39:20 INFO::Fitting model to feature number 13, Bacteroides.intestinalis
2020-10-17 05:39:20 INFO::Fitting model to feature number 14, Bacteroides.massiliensis
2020-10-17 05:39:20 INFO::Fitting model to feature number 15, Bacteroides.ovatus
2020-10-17 05:39:20 INFO::Fitting model to feature number 16, Bacteroides.salyersiae
2020-10-17 05:39:21 INFO::Fitting model to feature number 17, Bacteroides.stercoris
2020-10-17 05:39:21 INFO::Fitting model to feature number 18, Bacteroides.thetaiotaomicron
2020-10-17 05:39:21 INFO::Fitting model to feature number 19, Bacteroides.uniformis
2020-10-17 05:39:21 INFO::Fitting model to feature number 20, Bacteroides.vulgatus
2020-10-17 05:39:21 INFO::Fitting model to feature number 21, Bacteroides.xylanisolvens
2020-10-17 05:39:22 INFO::Fitting model to feature number 22, Bacteroidales.bacterium.ph8
2020-10-17 05:39:22 INFO::Fitting model to feature number 23, Barnesiella.intestinihominis
2020-10-17 05:39:22 INFO::Fitting model to feature number 24, Coprobacter.fastidiosus
2020-10-17 05:39:22 INFO::Fitting model to feature number 25, Odoribacter.splanchnicus
2020-10-17 05:39:23 INFO::Fitting model to feature number 26, Parabacteroides.distasonis
2020-10-17 05:39:23 INFO::Fitting model to feature number 27, Parabacteroides.goldsteinii
2020-10-17 05:39:23 INFO::Fitting model to feature number 28, Parabacteroides.merdae
2020-10-17 05:39:23 INFO::Fitting model to feature number 29, Parabacteroides.unclassified
2020-10-17 05:39:23 INFO::Fitting model to feature number 30, Paraprevotella.clara
2020-10-17 05:39:24 INFO::Fitting model to feature number 31, Paraprevotella.unclassified
2020-10-17 05:39:24 INFO::Fitting model to feature number 32, Prevotella.copri
2020-10-17 05:39:24 INFO::Fitting model to feature number 33, Alistipes.finegoldii
2020-10-17 05:39:24 INFO::Fitting model to feature number 34, Alistipes.onderdonkii
2020-10-17 05:39:24 INFO::Fitting model to feature number 35, Alistipes.putredinis
2020-10-17 05:39:25 INFO::Fitting model to feature number 36, Alistipes.shahii
2020-10-17 05:39:25 INFO::Fitting model to feature number 37, Alistipes.unclassified
2020-10-17 05:39:25 INFO::Fitting model to feature number 38, Streptococcus.salivarius
2020-10-17 05:39:25 INFO::Fitting model to feature number 39, Clostridium.bolteae
2020-10-17 05:39:25 INFO::Fitting model to feature number 40, Clostridium.citroniae
2020-10-17 05:39:25 INFO::Fitting model to feature number 41, Clostridium.clostridioforme
2020-10-17 05:39:26 INFO::Fitting model to feature number 42, Clostridium.hathewayi
2020-10-17 05:39:26 INFO::Fitting model to feature number 43, Clostridium.leptum
2020-10-17 05:39:26 INFO::Fitting model to feature number 44, Clostridium.nexile
2020-10-17 05:39:26 INFO::Fitting model to feature number 45, Clostridium.symbiosum
2020-10-17 05:39:26 INFO::Fitting model to feature number 46, Flavonifractor.plautii
2020-10-17 05:39:26 INFO::Fitting model to feature number 47, Eubacterium.eligens
2020-10-17 05:39:27 INFO::Fitting model to feature number 48, Eubacterium.hallii
2020-10-17 05:39:27 INFO::Fitting model to feature number 49, Eubacterium.rectale
2020-10-17 05:39:27 INFO::Fitting model to feature number 50, Eubacterium.siraeum
2020-10-17 05:39:27 INFO::Fitting model to feature number 51, Eubacterium.sp.3.1.31
2020-10-17 05:39:27 INFO::Fitting model to feature number 52, Eubacterium.ventriosum
2020-10-17 05:39:27 INFO::Fitting model to feature number 53, Ruminococcus.gnavus
2020-10-17 05:39:28 INFO::Fitting model to feature number 54, Ruminococcus.obeum
2020-10-17 05:39:28 INFO::Fitting model to feature number 55, Ruminococcus.torques
2020-10-17 05:39:28 INFO::Fitting model to feature number 56, Coprococcus.comes
2020-10-17 05:39:28 INFO::Fitting model to feature number 57, Dorea.longicatena
2020-10-17 05:39:28 INFO::Fitting model to feature number 58, Lachnospiraceae.bacterium.1.1.57FAA
2020-10-17 05:39:29 INFO::Fitting model to feature number 59, Lachnospiraceae.bacterium.3.1.46FAA
2020-10-17 05:39:29 INFO::Fitting model to feature number 60, Roseburia.hominis
2020-10-17 05:39:29 INFO::Fitting model to feature number 61, Roseburia.intestinalis
2020-10-17 05:39:29 INFO::Fitting model to feature number 62, Roseburia.inulinivorans
2020-10-17 05:39:29 INFO::Fitting model to feature number 63, Roseburia.unclassified
2020-10-17 05:39:29 INFO::Fitting model to feature number 64, Oscillibacter.unclassified
2020-10-17 05:39:30 INFO::Fitting model to feature number 65, Peptostreptococcaceae.noname.unclassified
2020-10-17 05:39:30 INFO::Fitting model to feature number 66, Faecalibacterium.prausnitzii
2020-10-17 05:39:30 INFO::Fitting model to feature number 67, Ruminococcus.bromii
2020-10-17 05:39:30 INFO::Fitting model to feature number 68, Ruminococcus.callidus
2020-10-17 05:39:30 INFO::Fitting model to feature number 69, Ruminococcus.lactaris
2020-10-17 05:39:30 INFO::Fitting model to feature number 70, Subdoligranulum.unclassified
2020-10-17 05:39:31 INFO::Fitting model to feature number 71, Coprobacillus.unclassified
2020-10-17 05:39:31 INFO::Fitting model to feature number 72, Acidaminococcus.unclassified
2020-10-17 05:39:31 INFO::Fitting model to feature number 73, Dialister.invisus
2020-10-17 05:39:31 INFO::Fitting model to feature number 74, Veillonella.atypica
2020-10-17 05:39:31 INFO::Fitting model to feature number 75, Veillonella.dispar
2020-10-17 05:39:31 INFO::Fitting model to feature number 76, Veillonella.parvula
2020-10-17 05:39:32 INFO::Fitting model to feature number 77, Veillonella.unclassified
2020-10-17 05:39:32 INFO::Fitting model to feature number 78, Burkholderiales.bacterium.1.1.47
2020-10-17 05:39:32 INFO::Fitting model to feature number 79, Parasutterella.excrementihominis
2020-10-17 05:39:32 INFO::Fitting model to feature number 80, Sutterella.wadsworthensis
2020-10-17 05:39:33 INFO::Fitting model to feature number 81, Bilophila.unclassified
2020-10-17 05:39:33 INFO::Fitting model to feature number 82, Escherichia.coli
2020-10-17 05:39:33 INFO::Fitting model to feature number 83, Escherichia.unclassified
2020-10-17 05:39:33 INFO::Fitting model to feature number 84, Klebsiella.pneumoniae
2020-10-17 05:39:33 INFO::Fitting model to feature number 85, Haemophilus.parainfluenzae
2020-10-17 05:39:33 INFO::Fitting model to feature number 86, Akkermansia.muciniphila
2020-10-17 05:39:34 INFO::Fitting model to feature number 87, C2likevirus.unclassified
2020-10-17 05:39:34 INFO::Counting total values for each feature
2020-10-17 05:39:34 INFO::Writing residuals to file output/residuals.rds
2020-10-17 05:39:34 INFO::Writing all results to file (ordered by increasing q-values): output/all_results.tsv
2020-10-17 05:39:34 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): output/significant_results.tsv
[1] "Creating output folder"
[1] "Creating output figures folder"
2020-10-17 05:39:34 INFO::Writing function arguments to log file
2020-10-17 05:39:34 INFO::Verifying options selected are valid
2020-10-17 05:39:34 INFO::Determining format of input files
2020-10-17 05:39:34 INFO::Input format is data samples as rows and metadata samples as rows
2020-10-17 05:39:34 INFO::Formula for random effects: expr ~ (1 | site) + (1 | subject)
2020-10-17 05:39:34 INFO::Formula for fixed effects: expr ~ diagnosis + dysbiosis + antibiotics + age
2020-10-17 05:39:34 INFO::Running selected normalization method: NONE
2020-10-17 05:39:34 INFO::Filter data based on min abundance and min prevalence
2020-10-17 05:39:34 INFO::Total samples in data: 1595
2020-10-17 05:39:34 INFO::Min samples required with min abundance for a feature not to be filtered: 159.500000
2020-10-17 05:39:34 INFO::Total filtered features: 0
2020-10-17 05:39:34 INFO::Filtered feature names:
2020-10-17 05:39:34 INFO::Bypass z-score application to metadata
2020-10-17 05:39:34 INFO::Running selected transform method: AST
2020-10-17 05:39:34 INFO::Running selected analysis method: LM
2020-10-17 05:39:34 INFO::Fitting model to feature number 1, Bifidobacterium.adolescentis
2020-10-17 05:39:34 INFO::Fitting model to feature number 2, Bifidobacterium.bifidum
2020-10-17 05:39:35 INFO::Fitting model to feature number 3, Bifidobacterium.longum
2020-10-17 05:39:35 INFO::Fitting model to feature number 4, Bifidobacterium.pseudocatenulatum
2020-10-17 05:39:35 INFO::Fitting model to feature number 5, Collinsella.aerofaciens
2020-10-17 05:39:35 INFO::Fitting model to feature number 6, Bacteroides.caccae
2020-10-17 05:39:35 INFO::Fitting model to feature number 7, Bacteroides.cellulosilyticus
2020-10-17 05:39:36 INFO::Fitting model to feature number 8, Bacteroides.dorei
2020-10-17 05:39:36 INFO::Fitting model to feature number 9, Bacteroides.eggerthii
2020-10-17 05:39:36 INFO::Fitting model to feature number 10, Bacteroides.faecis
2020-10-17 05:39:36 INFO::Fitting model to feature number 11, Bacteroides.finegoldii
2020-10-17 05:39:36 INFO::Fitting model to feature number 12, Bacteroides.fragilis
2020-10-17 05:39:36 INFO::Fitting model to feature number 13, Bacteroides.intestinalis
2020-10-17 05:39:37 INFO::Fitting model to feature number 14, Bacteroides.massiliensis
2020-10-17 05:39:37 INFO::Fitting model to feature number 15, Bacteroides.ovatus
2020-10-17 05:39:37 INFO::Fitting model to feature number 16, Bacteroides.salyersiae
2020-10-17 05:39:37 INFO::Fitting model to feature number 17, Bacteroides.stercoris
2020-10-17 05:39:37 INFO::Fitting model to feature number 18, Bacteroides.thetaiotaomicron
2020-10-17 05:39:37 INFO::Fitting model to feature number 19, Bacteroides.uniformis
2020-10-17 05:39:38 INFO::Fitting model to feature number 20, Bacteroides.vulgatus
2020-10-17 05:39:38 INFO::Fitting model to feature number 21, Bacteroides.xylanisolvens
2020-10-17 05:39:38 INFO::Fitting model to feature number 22, Bacteroidales.bacterium.ph8
2020-10-17 05:39:38 INFO::Fitting model to feature number 23, Barnesiella.intestinihominis
2020-10-17 05:39:38 INFO::Fitting model to feature number 24, Coprobacter.fastidiosus
2020-10-17 05:39:38 INFO::Fitting model to feature number 25, Odoribacter.splanchnicus
2020-10-17 05:39:39 INFO::Fitting model to feature number 26, Parabacteroides.distasonis
2020-10-17 05:39:39 INFO::Fitting model to feature number 27, Parabacteroides.goldsteinii
2020-10-17 05:39:39 INFO::Fitting model to feature number 28, Parabacteroides.merdae
2020-10-17 05:39:39 INFO::Fitting model to feature number 29, Parabacteroides.unclassified
2020-10-17 05:39:39 INFO::Fitting model to feature number 30, Paraprevotella.clara
2020-10-17 05:39:40 INFO::Fitting model to feature number 31, Paraprevotella.unclassified
2020-10-17 05:39:40 INFO::Fitting model to feature number 32, Prevotella.copri
2020-10-17 05:39:40 INFO::Fitting model to feature number 33, Alistipes.finegoldii
2020-10-17 05:39:40 INFO::Fitting model to feature number 34, Alistipes.onderdonkii
2020-10-17 05:39:40 INFO::Fitting model to feature number 35, Alistipes.putredinis
2020-10-17 05:39:41 INFO::Fitting model to feature number 36, Alistipes.shahii
2020-10-17 05:39:41 INFO::Fitting model to feature number 37, Alistipes.unclassified
2020-10-17 05:39:41 INFO::Fitting model to feature number 38, Streptococcus.salivarius
2020-10-17 05:39:41 INFO::Fitting model to feature number 39, Clostridium.bolteae
2020-10-17 05:39:41 INFO::Fitting model to feature number 40, Clostridium.citroniae
2020-10-17 05:39:42 INFO::Fitting model to feature number 41, Clostridium.clostridioforme
2020-10-17 05:39:42 INFO::Fitting model to feature number 42, Clostridium.hathewayi
2020-10-17 05:39:42 INFO::Fitting model to feature number 43, Clostridium.leptum
2020-10-17 05:39:42 INFO::Fitting model to feature number 44, Clostridium.nexile
2020-10-17 05:39:42 INFO::Fitting model to feature number 45, Clostridium.symbiosum
2020-10-17 05:39:42 INFO::Fitting model to feature number 46, Flavonifractor.plautii
2020-10-17 05:39:43 INFO::Fitting model to feature number 47, Eubacterium.eligens
2020-10-17 05:39:43 INFO::Fitting model to feature number 48, Eubacterium.hallii
2020-10-17 05:39:43 INFO::Fitting model to feature number 49, Eubacterium.rectale
2020-10-17 05:39:43 INFO::Fitting model to feature number 50, Eubacterium.siraeum
2020-10-17 05:39:43 INFO::Fitting model to feature number 51, Eubacterium.sp.3.1.31
2020-10-17 05:39:44 INFO::Fitting model to feature number 52, Eubacterium.ventriosum
2020-10-17 05:39:44 INFO::Fitting model to feature number 53, Ruminococcus.gnavus
2020-10-17 05:39:44 INFO::Fitting model to feature number 54, Ruminococcus.obeum
2020-10-17 05:39:44 INFO::Fitting model to feature number 55, Ruminococcus.torques
2020-10-17 05:39:44 INFO::Fitting model to feature number 56, Coprococcus.comes
2020-10-17 05:39:44 INFO::Fitting model to feature number 57, Dorea.longicatena
2020-10-17 05:39:45 INFO::Fitting model to feature number 58, Lachnospiraceae.bacterium.1.1.57FAA
2020-10-17 05:39:45 INFO::Fitting model to feature number 59, Lachnospiraceae.bacterium.3.1.46FAA
2020-10-17 05:39:45 INFO::Fitting model to feature number 60, Roseburia.hominis
2020-10-17 05:39:45 INFO::Fitting model to feature number 61, Roseburia.intestinalis
2020-10-17 05:39:45 INFO::Fitting model to feature number 62, Roseburia.inulinivorans
2020-10-17 05:39:45 INFO::Fitting model to feature number 63, Roseburia.unclassified
2020-10-17 05:39:46 INFO::Fitting model to feature number 64, Oscillibacter.unclassified
2020-10-17 05:39:46 INFO::Fitting model to feature number 65, Peptostreptococcaceae.noname.unclassified
2020-10-17 05:39:46 INFO::Fitting model to feature number 66, Faecalibacterium.prausnitzii
2020-10-17 05:39:46 INFO::Fitting model to feature number 67, Ruminococcus.bromii
2020-10-17 05:39:46 INFO::Fitting model to feature number 68, Ruminococcus.callidus
2020-10-17 05:39:46 INFO::Fitting model to feature number 69, Ruminococcus.lactaris
2020-10-17 05:39:47 INFO::Fitting model to feature number 70, Subdoligranulum.unclassified
2020-10-17 05:39:47 INFO::Fitting model to feature number 71, Coprobacillus.unclassified
2020-10-17 05:39:47 INFO::Fitting model to feature number 72, Acidaminococcus.unclassified
2020-10-17 05:39:47 INFO::Fitting model to feature number 73, Dialister.invisus
2020-10-17 05:39:47 INFO::Fitting model to feature number 74, Veillonella.atypica
2020-10-17 05:39:48 INFO::Fitting model to feature number 75, Veillonella.dispar
2020-10-17 05:39:48 INFO::Fitting model to feature number 76, Veillonella.parvula
2020-10-17 05:39:48 INFO::Fitting model to feature number 77, Veillonella.unclassified
2020-10-17 05:39:48 INFO::Fitting model to feature number 78, Burkholderiales.bacterium.1.1.47
2020-10-17 05:39:48 INFO::Fitting model to feature number 79, Parasutterella.excrementihominis
2020-10-17 05:39:48 INFO::Fitting model to feature number 80, Sutterella.wadsworthensis
2020-10-17 05:39:49 INFO::Fitting model to feature number 81, Bilophila.unclassified
2020-10-17 05:39:49 INFO::Fitting model to feature number 82, Escherichia.coli
2020-10-17 05:39:49 INFO::Fitting model to feature number 83, Escherichia.unclassified
2020-10-17 05:39:49 INFO::Fitting model to feature number 84, Klebsiella.pneumoniae
2020-10-17 05:39:49 INFO::Fitting model to feature number 85, Haemophilus.parainfluenzae
2020-10-17 05:39:49 INFO::Fitting model to feature number 86, Akkermansia.muciniphila
2020-10-17 05:39:50 INFO::Fitting model to feature number 87, C2likevirus.unclassified
2020-10-17 05:39:50 INFO::Counting total values for each feature
2020-10-17 05:39:50 INFO::Writing residuals to file output2/residuals.rds
2020-10-17 05:39:50 INFO::Writing all results to file (ordered by increasing q-values): output2/all_results.tsv
2020-10-17 05:39:50 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): output2/significant_results.tsv
== testthat results ===========================================================
[ OK: 12 | SKIPPED: 0 | WARNINGS: 6 | FAILED: 0 ]
>
>
> proc.time()
user system elapsed
37.57 0.53 38.15
|
Maaslin2.Rcheck/tests_x64/testthat.Rout
R version 4.0.3 (2020-10-10) -- "Bunny-Wunnies Freak Out"
Copyright (C) 2020 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(testthat)
> library(Maaslin2)
>
> test_check("Maaslin2")
[1] "Creating output folder"
[1] "Creating output figures folder"
2020-10-17 05:39:53 INFO::Writing function arguments to log file
2020-10-17 05:39:53 INFO::Verifying options selected are valid
2020-10-17 05:39:53 INFO::Determining format of input files
2020-10-17 05:39:53 INFO::Input format is data samples as rows and metadata samples as rows
2020-10-17 05:39:53 INFO::Formula for random effects: expr ~ (1 | site) + (1 | subject)
2020-10-17 05:39:53 INFO::Formula for fixed effects: expr ~ diagnosis + dysbiosisnonIBD + dysbiosisUC + dysbiosisCD + antibiotics + age
2020-10-17 05:39:53 INFO::Running selected normalization method: TSS
2020-10-17 05:39:54 INFO::Filter data based on min abundance and min prevalence
2020-10-17 05:39:54 INFO::Total samples in data: 1595
2020-10-17 05:39:54 INFO::Min samples required with min abundance for a feature not to be filtered: 159.500000
2020-10-17 05:39:54 INFO::Total filtered features: 0
2020-10-17 05:39:54 INFO::Filtered feature names:
2020-10-17 05:39:54 INFO::Bypass z-score application to metadata
2020-10-17 05:39:54 INFO::Running selected transform method: AST
2020-10-17 05:39:54 INFO::Running selected analysis method: LM
2020-10-17 05:39:54 INFO::Fitting model to feature number 1, Bifidobacterium.adolescentis
2020-10-17 05:39:56 INFO::Fitting model to feature number 2, Bifidobacterium.bifidum
2020-10-17 05:39:56 INFO::Fitting model to feature number 3, Bifidobacterium.longum
2020-10-17 05:39:56 INFO::Fitting model to feature number 4, Bifidobacterium.pseudocatenulatum
2020-10-17 05:39:57 INFO::Fitting model to feature number 5, Collinsella.aerofaciens
2020-10-17 05:39:57 INFO::Fitting model to feature number 6, Bacteroides.caccae
2020-10-17 05:39:57 INFO::Fitting model to feature number 7, Bacteroides.cellulosilyticus
2020-10-17 05:39:57 INFO::Fitting model to feature number 8, Bacteroides.dorei
2020-10-17 05:39:57 INFO::Fitting model to feature number 9, Bacteroides.eggerthii
2020-10-17 05:39:58 INFO::Fitting model to feature number 10, Bacteroides.faecis
2020-10-17 05:39:58 INFO::Fitting model to feature number 11, Bacteroides.finegoldii
2020-10-17 05:39:58 INFO::Fitting model to feature number 12, Bacteroides.fragilis
2020-10-17 05:39:58 INFO::Fitting model to feature number 13, Bacteroides.intestinalis
2020-10-17 05:39:59 INFO::Fitting model to feature number 14, Bacteroides.massiliensis
2020-10-17 05:39:59 INFO::Fitting model to feature number 15, Bacteroides.ovatus
2020-10-17 05:39:59 INFO::Fitting model to feature number 16, Bacteroides.salyersiae
2020-10-17 05:40:00 INFO::Fitting model to feature number 17, Bacteroides.stercoris
2020-10-17 05:40:00 INFO::Fitting model to feature number 18, Bacteroides.thetaiotaomicron
2020-10-17 05:40:00 INFO::Fitting model to feature number 19, Bacteroides.uniformis
2020-10-17 05:40:00 INFO::Fitting model to feature number 20, Bacteroides.vulgatus
2020-10-17 05:40:01 INFO::Fitting model to feature number 21, Bacteroides.xylanisolvens
2020-10-17 05:40:01 INFO::Fitting model to feature number 22, Bacteroidales.bacterium.ph8
2020-10-17 05:40:01 INFO::Fitting model to feature number 23, Barnesiella.intestinihominis
2020-10-17 05:40:01 INFO::Fitting model to feature number 24, Coprobacter.fastidiosus
2020-10-17 05:40:02 INFO::Fitting model to feature number 25, Odoribacter.splanchnicus
2020-10-17 05:40:02 INFO::Fitting model to feature number 26, Parabacteroides.distasonis
2020-10-17 05:40:02 INFO::Fitting model to feature number 27, Parabacteroides.goldsteinii
2020-10-17 05:40:02 INFO::Fitting model to feature number 28, Parabacteroides.merdae
2020-10-17 05:40:02 INFO::Fitting model to feature number 29, Parabacteroides.unclassified
2020-10-17 05:40:03 INFO::Fitting model to feature number 30, Paraprevotella.clara
2020-10-17 05:40:03 INFO::Fitting model to feature number 31, Paraprevotella.unclassified
2020-10-17 05:40:03 INFO::Fitting model to feature number 32, Prevotella.copri
2020-10-17 05:40:03 INFO::Fitting model to feature number 33, Alistipes.finegoldii
2020-10-17 05:40:04 INFO::Fitting model to feature number 34, Alistipes.onderdonkii
2020-10-17 05:40:04 INFO::Fitting model to feature number 35, Alistipes.putredinis
2020-10-17 05:40:04 INFO::Fitting model to feature number 36, Alistipes.shahii
2020-10-17 05:40:04 INFO::Fitting model to feature number 37, Alistipes.unclassified
2020-10-17 05:40:04 INFO::Fitting model to feature number 38, Streptococcus.salivarius
2020-10-17 05:40:05 INFO::Fitting model to feature number 39, Clostridium.bolteae
2020-10-17 05:40:05 INFO::Fitting model to feature number 40, Clostridium.citroniae
2020-10-17 05:40:05 INFO::Fitting model to feature number 41, Clostridium.clostridioforme
2020-10-17 05:40:05 INFO::Fitting model to feature number 42, Clostridium.hathewayi
2020-10-17 05:40:06 INFO::Fitting model to feature number 43, Clostridium.leptum
2020-10-17 05:40:06 INFO::Fitting model to feature number 44, Clostridium.nexile
2020-10-17 05:40:06 INFO::Fitting model to feature number 45, Clostridium.symbiosum
2020-10-17 05:40:06 INFO::Fitting model to feature number 46, Flavonifractor.plautii
2020-10-17 05:40:07 INFO::Fitting model to feature number 47, Eubacterium.eligens
2020-10-17 05:40:07 INFO::Fitting model to feature number 48, Eubacterium.hallii
2020-10-17 05:40:07 INFO::Fitting model to feature number 49, Eubacterium.rectale
2020-10-17 05:40:07 INFO::Fitting model to feature number 50, Eubacterium.siraeum
2020-10-17 05:40:08 INFO::Fitting model to feature number 51, Eubacterium.sp.3.1.31
2020-10-17 05:40:08 INFO::Fitting model to feature number 52, Eubacterium.ventriosum
2020-10-17 05:40:08 INFO::Fitting model to feature number 53, Ruminococcus.gnavus
2020-10-17 05:40:09 INFO::Fitting model to feature number 54, Ruminococcus.obeum
2020-10-17 05:40:09 INFO::Fitting model to feature number 55, Ruminococcus.torques
2020-10-17 05:40:09 INFO::Fitting model to feature number 56, Coprococcus.comes
2020-10-17 05:40:09 INFO::Fitting model to feature number 57, Dorea.longicatena
2020-10-17 05:40:10 INFO::Fitting model to feature number 58, Lachnospiraceae.bacterium.1.1.57FAA
2020-10-17 05:40:10 INFO::Fitting model to feature number 59, Lachnospiraceae.bacterium.3.1.46FAA
2020-10-17 05:40:10 INFO::Fitting model to feature number 60, Roseburia.hominis
2020-10-17 05:40:10 INFO::Fitting model to feature number 61, Roseburia.intestinalis
2020-10-17 05:40:11 INFO::Fitting model to feature number 62, Roseburia.inulinivorans
2020-10-17 05:40:11 INFO::Fitting model to feature number 63, Roseburia.unclassified
2020-10-17 05:40:11 INFO::Fitting model to feature number 64, Oscillibacter.unclassified
2020-10-17 05:40:11 INFO::Fitting model to feature number 65, Peptostreptococcaceae.noname.unclassified
2020-10-17 05:40:12 INFO::Fitting model to feature number 66, Faecalibacterium.prausnitzii
2020-10-17 05:40:12 INFO::Fitting model to feature number 67, Ruminococcus.bromii
2020-10-17 05:40:12 INFO::Fitting model to feature number 68, Ruminococcus.callidus
2020-10-17 05:40:12 INFO::Fitting model to feature number 69, Ruminococcus.lactaris
2020-10-17 05:40:12 INFO::Fitting model to feature number 70, Subdoligranulum.unclassified
2020-10-17 05:40:13 INFO::Fitting model to feature number 71, Coprobacillus.unclassified
2020-10-17 05:40:13 INFO::Fitting model to feature number 72, Acidaminococcus.unclassified
2020-10-17 05:40:13 INFO::Fitting model to feature number 73, Dialister.invisus
2020-10-17 05:40:13 INFO::Fitting model to feature number 74, Veillonella.atypica
2020-10-17 05:40:13 INFO::Fitting model to feature number 75, Veillonella.dispar
2020-10-17 05:40:14 INFO::Fitting model to feature number 76, Veillonella.parvula
2020-10-17 05:40:14 INFO::Fitting model to feature number 77, Veillonella.unclassified
2020-10-17 05:40:14 INFO::Fitting model to feature number 78, Burkholderiales.bacterium.1.1.47
2020-10-17 05:40:14 INFO::Fitting model to feature number 79, Parasutterella.excrementihominis
2020-10-17 05:40:14 INFO::Fitting model to feature number 80, Sutterella.wadsworthensis
2020-10-17 05:40:15 INFO::Fitting model to feature number 81, Bilophila.unclassified
2020-10-17 05:40:15 INFO::Fitting model to feature number 82, Escherichia.coli
2020-10-17 05:40:15 INFO::Fitting model to feature number 83, Escherichia.unclassified
2020-10-17 05:40:15 INFO::Fitting model to feature number 84, Klebsiella.pneumoniae
2020-10-17 05:40:15 INFO::Fitting model to feature number 85, Haemophilus.parainfluenzae
2020-10-17 05:40:16 INFO::Fitting model to feature number 86, Akkermansia.muciniphila
2020-10-17 05:40:16 INFO::Fitting model to feature number 87, C2likevirus.unclassified
2020-10-17 05:40:16 INFO::Counting total values for each feature
2020-10-17 05:40:16 INFO::Writing residuals to file output/residuals.rds
2020-10-17 05:40:16 INFO::Writing all results to file (ordered by increasing q-values): output/all_results.tsv
2020-10-17 05:40:16 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): output/significant_results.tsv
[1] "Creating output folder"
[1] "Creating output figures folder"
2020-10-17 05:40:16 INFO::Writing function arguments to log file
2020-10-17 05:40:16 INFO::Verifying options selected are valid
2020-10-17 05:40:16 INFO::Determining format of input files
2020-10-17 05:40:16 INFO::Input format is data samples as rows and metadata samples as rows
2020-10-17 05:40:16 INFO::Formula for random effects: expr ~ (1 | site) + (1 | subject)
2020-10-17 05:40:16 INFO::Formula for fixed effects: expr ~ diagnosis + dysbiosis + antibiotics + age
2020-10-17 05:40:16 INFO::Running selected normalization method: NONE
2020-10-17 05:40:16 INFO::Filter data based on min abundance and min prevalence
2020-10-17 05:40:16 INFO::Total samples in data: 1595
2020-10-17 05:40:16 INFO::Min samples required with min abundance for a feature not to be filtered: 159.500000
2020-10-17 05:40:16 INFO::Total filtered features: 0
2020-10-17 05:40:16 INFO::Filtered feature names:
2020-10-17 05:40:16 INFO::Bypass z-score application to metadata
2020-10-17 05:40:16 INFO::Running selected transform method: AST
2020-10-17 05:40:16 INFO::Running selected analysis method: LM
2020-10-17 05:40:16 INFO::Fitting model to feature number 1, Bifidobacterium.adolescentis
2020-10-17 05:40:17 INFO::Fitting model to feature number 2, Bifidobacterium.bifidum
2020-10-17 05:40:17 INFO::Fitting model to feature number 3, Bifidobacterium.longum
2020-10-17 05:40:17 INFO::Fitting model to feature number 4, Bifidobacterium.pseudocatenulatum
2020-10-17 05:40:17 INFO::Fitting model to feature number 5, Collinsella.aerofaciens
2020-10-17 05:40:18 INFO::Fitting model to feature number 6, Bacteroides.caccae
2020-10-17 05:40:18 INFO::Fitting model to feature number 7, Bacteroides.cellulosilyticus
2020-10-17 05:40:18 INFO::Fitting model to feature number 8, Bacteroides.dorei
2020-10-17 05:40:18 INFO::Fitting model to feature number 9, Bacteroides.eggerthii
2020-10-17 05:40:19 INFO::Fitting model to feature number 10, Bacteroides.faecis
2020-10-17 05:40:19 INFO::Fitting model to feature number 11, Bacteroides.finegoldii
2020-10-17 05:40:20 INFO::Fitting model to feature number 12, Bacteroides.fragilis
2020-10-17 05:40:20 INFO::Fitting model to feature number 13, Bacteroides.intestinalis
2020-10-17 05:40:21 INFO::Fitting model to feature number 14, Bacteroides.massiliensis
2020-10-17 05:40:21 INFO::Fitting model to feature number 15, Bacteroides.ovatus
2020-10-17 05:40:22 INFO::Fitting model to feature number 16, Bacteroides.salyersiae
2020-10-17 05:40:22 INFO::Fitting model to feature number 17, Bacteroides.stercoris
2020-10-17 05:40:22 INFO::Fitting model to feature number 18, Bacteroides.thetaiotaomicron
2020-10-17 05:40:23 INFO::Fitting model to feature number 19, Bacteroides.uniformis
2020-10-17 05:40:23 INFO::Fitting model to feature number 20, Bacteroides.vulgatus
2020-10-17 05:40:23 INFO::Fitting model to feature number 21, Bacteroides.xylanisolvens
2020-10-17 05:40:24 INFO::Fitting model to feature number 22, Bacteroidales.bacterium.ph8
2020-10-17 05:40:24 INFO::Fitting model to feature number 23, Barnesiella.intestinihominis
2020-10-17 05:40:24 INFO::Fitting model to feature number 24, Coprobacter.fastidiosus
2020-10-17 05:40:25 INFO::Fitting model to feature number 25, Odoribacter.splanchnicus
2020-10-17 05:40:25 INFO::Fitting model to feature number 26, Parabacteroides.distasonis
2020-10-17 05:40:25 INFO::Fitting model to feature number 27, Parabacteroides.goldsteinii
2020-10-17 05:40:26 INFO::Fitting model to feature number 28, Parabacteroides.merdae
2020-10-17 05:40:26 INFO::Fitting model to feature number 29, Parabacteroides.unclassified
2020-10-17 05:40:26 INFO::Fitting model to feature number 30, Paraprevotella.clara
2020-10-17 05:40:26 INFO::Fitting model to feature number 31, Paraprevotella.unclassified
2020-10-17 05:40:27 INFO::Fitting model to feature number 32, Prevotella.copri
2020-10-17 05:40:27 INFO::Fitting model to feature number 33, Alistipes.finegoldii
2020-10-17 05:40:27 INFO::Fitting model to feature number 34, Alistipes.onderdonkii
2020-10-17 05:40:27 INFO::Fitting model to feature number 35, Alistipes.putredinis
2020-10-17 05:40:28 INFO::Fitting model to feature number 36, Alistipes.shahii
2020-10-17 05:40:28 INFO::Fitting model to feature number 37, Alistipes.unclassified
2020-10-17 05:40:28 INFO::Fitting model to feature number 38, Streptococcus.salivarius
2020-10-17 05:40:29 INFO::Fitting model to feature number 39, Clostridium.bolteae
2020-10-17 05:40:29 INFO::Fitting model to feature number 40, Clostridium.citroniae
2020-10-17 05:40:29 INFO::Fitting model to feature number 41, Clostridium.clostridioforme
2020-10-17 05:40:29 INFO::Fitting model to feature number 42, Clostridium.hathewayi
2020-10-17 05:40:29 INFO::Fitting model to feature number 43, Clostridium.leptum
2020-10-17 05:40:29 INFO::Fitting model to feature number 44, Clostridium.nexile
2020-10-17 05:40:30 INFO::Fitting model to feature number 45, Clostridium.symbiosum
2020-10-17 05:40:30 INFO::Fitting model to feature number 46, Flavonifractor.plautii
2020-10-17 05:40:30 INFO::Fitting model to feature number 47, Eubacterium.eligens
2020-10-17 05:40:30 INFO::Fitting model to feature number 48, Eubacterium.hallii
2020-10-17 05:40:30 INFO::Fitting model to feature number 49, Eubacterium.rectale
2020-10-17 05:40:30 INFO::Fitting model to feature number 50, Eubacterium.siraeum
2020-10-17 05:40:31 INFO::Fitting model to feature number 51, Eubacterium.sp.3.1.31
2020-10-17 05:40:31 INFO::Fitting model to feature number 52, Eubacterium.ventriosum
2020-10-17 05:40:31 INFO::Fitting model to feature number 53, Ruminococcus.gnavus
2020-10-17 05:40:31 INFO::Fitting model to feature number 54, Ruminococcus.obeum
2020-10-17 05:40:32 INFO::Fitting model to feature number 55, Ruminococcus.torques
2020-10-17 05:40:32 INFO::Fitting model to feature number 56, Coprococcus.comes
2020-10-17 05:40:32 INFO::Fitting model to feature number 57, Dorea.longicatena
2020-10-17 05:40:32 INFO::Fitting model to feature number 58, Lachnospiraceae.bacterium.1.1.57FAA
2020-10-17 05:40:32 INFO::Fitting model to feature number 59, Lachnospiraceae.bacterium.3.1.46FAA
2020-10-17 05:40:33 INFO::Fitting model to feature number 60, Roseburia.hominis
2020-10-17 05:40:33 INFO::Fitting model to feature number 61, Roseburia.intestinalis
2020-10-17 05:40:33 INFO::Fitting model to feature number 62, Roseburia.inulinivorans
2020-10-17 05:40:34 INFO::Fitting model to feature number 63, Roseburia.unclassified
2020-10-17 05:40:34 INFO::Fitting model to feature number 64, Oscillibacter.unclassified
2020-10-17 05:40:34 INFO::Fitting model to feature number 65, Peptostreptococcaceae.noname.unclassified
2020-10-17 05:40:34 INFO::Fitting model to feature number 66, Faecalibacterium.prausnitzii
2020-10-17 05:40:34 INFO::Fitting model to feature number 67, Ruminococcus.bromii
2020-10-17 05:40:35 INFO::Fitting model to feature number 68, Ruminococcus.callidus
2020-10-17 05:40:35 INFO::Fitting model to feature number 69, Ruminococcus.lactaris
2020-10-17 05:40:35 INFO::Fitting model to feature number 70, Subdoligranulum.unclassified
2020-10-17 05:40:35 INFO::Fitting model to feature number 71, Coprobacillus.unclassified
2020-10-17 05:40:36 INFO::Fitting model to feature number 72, Acidaminococcus.unclassified
2020-10-17 05:40:36 INFO::Fitting model to feature number 73, Dialister.invisus
2020-10-17 05:40:36 INFO::Fitting model to feature number 74, Veillonella.atypica
2020-10-17 05:40:37 INFO::Fitting model to feature number 75, Veillonella.dispar
2020-10-17 05:40:37 INFO::Fitting model to feature number 76, Veillonella.parvula
2020-10-17 05:40:37 INFO::Fitting model to feature number 77, Veillonella.unclassified
2020-10-17 05:40:37 INFO::Fitting model to feature number 78, Burkholderiales.bacterium.1.1.47
2020-10-17 05:40:37 INFO::Fitting model to feature number 79, Parasutterella.excrementihominis
2020-10-17 05:40:37 INFO::Fitting model to feature number 80, Sutterella.wadsworthensis
2020-10-17 05:40:38 INFO::Fitting model to feature number 81, Bilophila.unclassified
2020-10-17 05:40:38 INFO::Fitting model to feature number 82, Escherichia.coli
2020-10-17 05:40:38 INFO::Fitting model to feature number 83, Escherichia.unclassified
2020-10-17 05:40:38 INFO::Fitting model to feature number 84, Klebsiella.pneumoniae
2020-10-17 05:40:39 INFO::Fitting model to feature number 85, Haemophilus.parainfluenzae
2020-10-17 05:40:39 INFO::Fitting model to feature number 86, Akkermansia.muciniphila
2020-10-17 05:40:39 INFO::Fitting model to feature number 87, C2likevirus.unclassified
2020-10-17 05:40:39 INFO::Counting total values for each feature
2020-10-17 05:40:39 INFO::Writing residuals to file output2/residuals.rds
2020-10-17 05:40:39 INFO::Writing all results to file (ordered by increasing q-values): output2/all_results.tsv
2020-10-17 05:40:39 INFO::Writing the significant results (those which are less than or equal to the threshold of 0.250000 ) to file (ordered by increasing q-values): output2/significant_results.tsv
== testthat results ===========================================================
[ OK: 12 | SKIPPED: 0 | WARNINGS: 3 | FAILED: 0 ]
>
>
> proc.time()
user system elapsed
48.10 0.50 49.09
|