METHODS, APPARATUSES AND SYSTEMS FOR ANALYZING MICROORGANISM STRAINS FROM COMPLEX HETEROGENEOUS COMMUNITIES, PREDICTING AND IDENTIFYING FUNCTIONAL RELATIONSHIPS AND INTERACTIONS THEREOF, SELECTING AND SYNTHESIZING ENDOMICROBIAL ENSEMBLES BASED THEREON, AND ENDOMICROBIAL ENSEMBLE SUPPLEMENTS AND SUPPLEMENTATION
Methods and systems for identifying and/or forming a synthetic ensemble, synthetic bioensemble, and/or Endomicrobial Supplement (EMS) are disclosed. Methods of making synthetic microbial ensembles to inhibit bacterial fowl pathogen colonization in the gastrointestinal tract of fowl are disclosed. Method for modulating the alpha and/or beta diversity in the microbial population of the gastrointestinal tract of fowl is disclosed
1 . A method of making a synthetic microbial ensemble to inhibit bacterial fowl pathogen colonization in the gastrointestinal tract of fowl, comprising:
selecting one or more active microorganism strains, the one or more active microorganism strains being identified by processing of a plurality of samples collected from a sample population of fowl, the processing including:
for each sample of the plurality of samples:
measuring at least one metadata associated with bacterial fowl pathogen colonization;
detecting the presence of a plurality of microorganism types and determining an absolute number of cells of detected microorganism types;
determining a relative measure of one or more strains of detected microorganism types of the plurality of microorganism types;
determining a set of active microorganism strains and respective absolute cell counts based on the absolute number of cells of a detected microorganism type and the relative measure of the one or more microorganism strains for that microorganism type, and filtering by activity level;
analyzing the set of active microorganism strains and respective absolute cell counts with the measured metadata via at least one of network analysis, correlation analysis, and cluster analysis to identify relationships between active microorganism strains and measured metadata; and
preparing the selected one or more active microorganism strains for inclusion in a synthetic microbial ensemble configured to inhibit bacterial fowl pathogen colonization in a gastrointestinal tract of a fowl when administered thereto; and
forming the synthetic microbial ensemble from the prepared one or more active microorganism strains and at least one carrier.
2 . The method of claim 1 , wherein the prepared one or more active microorganism strains of the synthetic microbial ensembles includes Bacillus sp.
3 . The method of claim 1 , wherein the synthetic microbial ensemble includes Bacillus sp. in spore form.
4 . The method of claim 1 , wherein the synthetic microbial ensemble includes one or more non-pathogenic Clostridium sp. and/or a Lactobacillus sp.
5 . The method of claim 1 , wherein the synthetic microbial ensemble includes one or more Clostridium sp. is in spore form.
6 . The method of claim 1 , wherein the synthetic microbial ensemble includes vitrified Lactobacillus sp.
7 . The method of claim 1 , wherein the network analysis includes maximal information-based nonparametric exploration.
8 . The method of claim 1 , wherein the network analysis includes using the maximal information coefficient.
9 . The method of claim 1 , wherein correlation analysis is at least one measure of distance.
10 . The method of claim 9 , wherein the at least one measure of distance includes one or more of Pearson correlation, Kendall correlation, Spearman correlation, and/or Euclidean distance.
11 . A method for inhibiting bacterial fowl pathogen colonization in the gastrointestinal tract of fowl, the method comprising:
administering to a fowl an effective amount of a microbial composition comprising a Bacillus sp.;
wherein the fowl administered the effective amount of the microbial composition exhibits a decrease in the incidence of mortality, as compared to a fowl not having been administered the composition.
12 . The method of claim 11 , wherein the Bacillus sp. and/or one or more microbes of the microbial composition competitively bind one or more ligands in the gastrointestinal tract of the fowl, and wherein the competitive binding prevents the bacterial fowl pathogen from binding the one or more ligands, resulting in an inhibition of colonization of the bacterial fowl pathogen.
13 . The method of claim 12 , wherein the one or more ligands are von Willebrand factor, type I collagen, type II collagen, type III collagen, type IV collagen, and type V collagen.
14 . A method for inhibiting bacterial fowl pathogen colonization in the gastrointestinal tract of fowl, the method comprising:
administering to a fowl an effective amount of a microbial composition comprising a non-pathogenic Clostridium sp. and/or a Lactobacillus sp.;
wherein the fowl administered the effective amount of the microbial composition exhibits a decrease in the incidence of mortality, as compared to a fowl not having been administered the composition.
15 . The method of claim 14 , wherein the non-pathogenic Clostridium sp., Lactobacillus sp., and/or one or more microbes of the microbial composition competitively bind one or more ligands in the gastrointestinal tract of the fowl, and wherein the competitive binding prevents the bacterial fowl pathogen from binding the one or more ligands, resulting in an inhibition of colonization of the bacterial fowl pathogen.
16 . The method of claim 15 , wherein the one or more ligands are von Willebrand factor, type I collagen, type II collagen, type III collagen, type IV collagen, and type V collagen.
17 . A method for modulating the alpha and/or beta diversity in the microbial population of the gastrointestinal tract of fowl, the method comprising:
administering to a fowl an effect amount of a microbial composition comprising a Bacillus sp.;
wherein the gastrointestinal tract of the fowl exhibits: an increase in the alpha diversity of the microbial population of the gastrointestinal tract of the fowl or a decrease in alpha diversity of the microbial population of the gastrointestinal tract of the fowl; and/or an increase in the beta diversity of the microbial population of the gastrointestinal tract of the fowl or a decrease in alpha diversity of the microbial population of the gastrointestinal tract of the fowl; as compared to a fowl not having been administered the composition.
18 . A method for modulating the alpha and/or beta diversity in the microbial population of the gastrointestinal tract of fowl, the method comprising:
administering to a fowl an effect amount of a microbial composition comprising a non-pathogenic Clostridium sp. and/or Lactobacillus sp.;
wherein the gastrointestinal tract of the fowl exhibits: an increase in the alpha diversity of the microbial population of the gastrointestinal tract of the fowl or a decrease in alpha diversity of the microbial population of the gastrointestinal tract of the fowl; and/or an increase in the beta diversity of the microbial population of the gastrointestinal tract of the fowl or a decrease in alpha diversity of the microbial population of the gastrointestinal tract of the fowl; as compared to a fowl not having been administered the composition.
19 . A chicken feed composition comprising (i) chicken feed and (ii) a Bacillus sp.
20 . The composition of claim 19 , wherein the Bacillus sp. is in spore form.
21 . The composition of claim 19 , wherein the chicken feed composition has a moisture content of less than 10%.
22 . A chicken feed composition comprising (i) chicken feed and (ii) one or more non-pathogenic Clostridium sp. and/or a Lactobacillus sp.
23 . The composition of claim 22 , wherein the one or more Clostridium sp. is in spore form.
24 . The composition of claim 22 , wherein the chicken feed composition has a moisture content of less than 10%.
25 . The composition of claim 22 , wherein the Lactobacillus sp. is vitrified.