Research Article

A Copula Type-Model for Examining the Role of Microbiome as a Potential Tool in Diagnosis

Table 1

Composition of the five clusters identified in the analysis of the Indian dataset (Dubey et al., [21]).

Group 1

Bacteroidetes-Bacteroidia-Bacteroidales-Rikenellaceae-Alistipes-onderdonkii
Bacteroidetes-Bacteroidia-Bacteroidales-Rikenellaceae-Alistipes-putredinis
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-coprocola
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-coprophilus
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-dorei
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-fragilis
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-intestinalis
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-plebeius
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-thetaiotaomicron
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-uniformis
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-vulgatus
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-xylanisolvens
Bacteroidetes-Bacteroidia-Bacteroidales-Porphyromonadaceae-Barnesiella-intestinihominis
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-biforme
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-ventriosum
Firmicutes-Clostridia-Clostridiales-Clostridiales-Flavonifractor-plautii
Proteobacteria-Gammaproteobacteria-Enterobacteriales-Enterobacteriaceae-Klebsiella-variicola
Firmicutes-Bacilli-Lactobacillales-Lactobacillaceae-Lactobacillus-rogosae
Firmicutes-Negativicutes-Veillonellales-Veillonellaceae-Megasphaera-sp.
Bacteroidetes-Bacteroidia-Bacteroidales-Porphyromonadaceae-Odoribacter-splanchnicus
Bacteroidetes-Bacteroidia-Bacteroidales-Porphyromonadaceae-Parabacteroides-distasonis
Bacteroidetes-Bacteroidia-Bacteroidales-Porphyromonadaceae-Parabacteroides-merdae
Bacteroidetes-Bacteroidia-Bacteroidales-Prevotellaceae-Prevotella-copri
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Roseburia-sp.
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-bromii
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-callidus
Proteobacteria-Betaproteobacteria-Burkholderiales-Sutterellaceae-Sutterella-wadsworthensis

Group 2

Actinobacteria-Actinomycetales-Actinomycineae-Actinomycetaceae-Actinomyces-odontolyticus
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-massiliensis
Actinobacteria-Actinobacteria-Bifidobacteriales-Bifidobacteriaceae-Bifidobacterium-adolescentis
Actinobacteria-Actinobacteria-Bifidobacteriales-Bifidobacteriaceae-Bifidobacterium-bifidum
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Blautia-luti
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Blautia-wexlerae
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Butyrivibrio-crossotus
Actinobacteria-Coriobacteriia-Coriobacteriales-Coriobacteriaceae-Collinsella-aerofaciens
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-eligens
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Faecalibacterium-prausnitzii
Firmicutes-Clostridia-Clostridiales-Clostridiales-Howardella-ureilytica
Proteobacteria-Gammaproteobacteria-Enterobacteriales-Enterobacteriaceae-Klebsiella-pneumoniae
Firmicutes-Negativicutes-Veillonellales-Veillonellaceae-Megasphaera-micronuciformis
Proteobacteria-Betaproteobacteria-Burkholderiales-Sutterellaceae-Parasutterella-excrementihominis
Firmicutes-Clostridia-Clostridiales-Peptostreptococcaceae-Peptostreptococcus-stomatis
Firmicutes-Negativicutes-Acidaminococcales-Acidaminococcaceae-Phascolarctobacterium-faecium
Spirochaetes-Spirochaetes-Spirochaetales-Spirochaetaceae-Treponema-succinifaciens
Firmicutes-Erysipelotrichia-Erysipelotrichales-Erysipelotrichaceae-Turicibacter-sanguinis
Lentisphaerae-Lentisphaeria-Victivallales-Victivallaceae-Victivallis-vadensis

Group 3

Proteobacteria-Alphaproteobacteria-Rhodospirillales-Acetobacteraceae-Acidiphilium-sp.
Verrucomicrobia-Verrucomicrobiae-Verrucomicrobiales-Akkermansiaceae-Akkermansia-muciniphila
Proteobacteria-Gammaproteobacteria-Aeromonadales-Succinivibrionaceae-Anaerobiospirillum-succiniciproducens
Actinobacteria-Actinobacteria-Bifidobacteriales-Bifidobacteriaceae-Bifidobacterium-longum
Proteobacteria-Deltaproteobacteria-Desulfovibrionales-Desulfovibrionaceae-Bilophila-wadsworthia
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Blautia-obeum
Firmicutes-Erysipelotrichia-Erysipelotrichales-Erysipelotrichaceae-Bulleidia-p-1630-c5
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Coprococcus-catus
Proteobacteria-Deltaproteobacteria-Desulfovibrionales-Desulfovibrionaceae-Desulfovibrio-piger
Firmicutes-Negativicutes-Veillonellales-Veillonellaceae-Dialister-succinatiphilus
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-siraeum
Firmicutes-Negativicutes-Veillonellales-Veillonellaceae-Megasphaera-elsdenii
Firmicutes-Negativicutes-Selenomonadales-Selenomonadaceae-Mitsuokella-jalaludinii
Firmicutes-Negativicutes-Selenomonadales-Selenomonadaceae-Mitsuokella-multacida
Bacteroidetes-Bacteroidia-Bacteroidales-Prevotellaceae-Prevotella-stercorea
Firmicutes-Clostridia-Clostridiales-Clostridiaceae-Romboutsia-ilealis
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminiclostridium-siraeum
Actinobacteria-Coriobacteriia-Eggerthellales-Eggerthellaceae-Slackia-isoflavoniconvertens
Proteobacteria-Betaproteobacteria-Burkholderiales-Sutterellaceae-Sutterella-sp.

Group 4

Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-caccae
Bacteroidetes-Bacteroidia-Bacteroidales-Bacteroidaceae-Bacteroides-ovatus
Firmicutes-Erysipelotrichia-Erysipelotrichales-Erysipelotrichaceae-Catenibacterium-mitsuokai
Firmicutes-Clostridia-Clostridiales-Clostridiaceae-Clostridium-bartlettii
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Coprococcus-comes
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Coprococcus-eutactus
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Dorea-formicigenerans
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Dorea-longicatena
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-hadrum
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-hallii
Firmicutes-Clostridia-Clostridiales-Eubacteriaceae-Eubacterium-ramulus
Proteobacteria-Alphaproteobacteria-Rhizobiales-Hyphomicrobiaceae-Gemmiger-formicilis
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Lachnoclostridium-clostridioforme
Firmicutes-Clostridia-Clostridiales-Oscillospiraceae-Oscillibacter-sp.
Firmicutes-Negativicutes-Acidaminococcales-Acidaminococcaceae-Phascolarctobacterium-succinatutens
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Roseburia-faecis
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Roseburia-inulinivorans
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-faecis
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-gnavus
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-sp.
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-torques
Firmicutes-Negativicutes-Selenomonadales-Selenomonadaceae-Selenomonas-bovis
Proteobacteria-Betaproteobacteria-Burkholderiales-Sutterellaceae-Sutterella-stercoricanis

Group 5

Proteobacteria-Gammaproteobacteria-Pasteurellales-Pasteurellaceae-Actinobacillus-minor
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Blautia-faecis
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Blautia-producta
Firmicutes-Clostridia-Clostridiales-Clostridiaceae-Clostridium-disporicum
Firmicutes-Clostridia-Clostridiales-Clostridiaceae-Clostridium-perfringens
Firmicutes-Clostridia-Clostridiales-Clostridiaceae-Clostridium-sp.
Proteobacteria-Deltaproteobacteria-Desulfovibrionales-Desulfovibrionaceae-Desulfovibrio-D168
Proteobacteria-Gammaproteobacteria-Enterobacteriales-Enterobacteriaceae-Escherichia-coli
Proteobacteria-Gammaproteobacteria-Pasteurellales-Pasteurellaceae-Haemophilus-parainfluenzae
Proteobacteria-Gammaproteobacteria-Pasteurellales-Pasteurellaceae-Haemophilus-pittmaniae
Firmicutes-Bacilli-Lactobacillales-Lactobacillaceae-Lactobacillus-ruminis
Proteobacteria-Gammaproteobacteria-Pseudomonadales-Pseudomonadaceae-Pseudomonas-lini
Firmicutes-Clostridia-Clostridiales-Lachnospiraceae-Roseburia-intestinalis
Firmicutes-Clostridia-Clostridiales-Ruminococcaceae-Ruminococcus-gauvreauii
Firmicutes-Negativicutes-Veillonellales-Veillonellaceae-Veillonella-dispar