SYSTEMS BIOLOGY APPROACH TO THERAPY

1 . A method for developing a treatment for a disease condition in a living organism comprising analyzing multiple component data between or among categories of individuals of normal and diseased individuals to develop therapeutic lead compounds through analysis of biochemical networks linking two or more of the genome, transcriptome, proteome, metabolome, gut microbiome and environmental factors.

2 . The method of claim 1 , comprising selecting cohorts of categories selected from disease vs. control, responder vs. non responder to therapy, genetic risk vs. non genetic risk subjects, and well vs. non well aged subjects.

3 . The method of claim 1 , comprising profiling coordinately bound metabolome in the periphery or in the proteome.

4 . The method of claim 1 , comprising profiling coordinately and covalently bound metabolome in DNA and RNA, or the metabolome of the gut microbiome.

5 . A method for developing a treatment for a disease condition in a living organism comprising modeling the metabolome of the gut microbiome of normal and diseased individuals to determine categorical separation of groups and most relevant single factors, or to determine categorical separation of groups using correlative ratios of factors.

6 . A method for developing a treatment for a disease condition in a living organism, comprising mapping the within and among pathway differences of normal and diseased individuals in cohorts of categories selected from disease vs. control, responder vs. non responder to therapy, genetic risk vs. non genetic risk subjects, and well vs. non well aged subjects, using correlation networks.

7 . A method for developing a treatment for a disease condition in a living organism comprising determining underlying enzymes, genes and processes of normal and diseased individuals that are revealed by the correlation networks and the compounds, cofactors, and secondary effects that allow intervention to beneficially modify the networks of interactions in the types of cohorts selected from disease vs. control, responder vs. non responder to therapy, genetic risk vs. non genetic risk subjects, and well vs. non well aged subjects.

8 . A method of developing adjunctive or new therapeutic approaches using the process of claim 2 , where the cohort compared is selected from the group consisting of subjects with depression and controls, depression subjects responding and not responding to therapeutic drugs, depression subjects responding and not responding to SSRI's, depression and subjects responding and not responding to ketamine, subjects with mild cognitive impairment and controls, subjects with mild cognative impairment responding and not responding to therapy, subjects with schizophrenia and controls, subjects with schizophrenia responding and not responding to therapy, subjects with Parkinson's Disease and controls, subjects with Parkinsons Disease responding and not responding to therapy, subjects with ALS and controls, subjects with ALS responding and not responding to therapy, subjects with gut disorders and controls, and subjects with gut disorders responding and not responding to therapy.

9 . The method of claim 8 , wherein the gut disorder is selected from Celiac Disease, IBD, diverticulitis, anemia and failure to thrive.

10 . A method of determining protomemetabolome genome metabolome transcriptome interactions which comprises profiling as distribution of coordinately bound metabolome as a function of the specific individual or class of fractions in a body sample.

11 . The method of claim 10 , wherein the body sample is selected from the group consisting of saliva, blood, a blood fraction, plasma, leucocytes, red blood cells, platelets, biopsy tissue, post mortem tissue, feces, urine, tears and sweat, and the class of fractions is selected from the group consisting of protein, DNA and RNA.

12 . A method of determining protomemetabolome genome metabolome transcripto interactions, which comprises profiling as distribution of co-valently bound metabolome as a function of a specific individual molecule or class of fractions in a sample.

13 . The method of claim 12 , wherein the sample is selected from the group consisting of saliva, blood, a blood fraction, plasma, leucocytes, red blood cells, platelets, biopsy tissue, post mortem tissue, feces, urine, tears and sweat, and the fraction is selected from the group consisting of protein, RNA and DNA.