The invention describes a process for determining a biological state through the discovery and analysis of hidden or non-obvious, discriminatory
biological data patterns. The
biological data can be from
health data, clinical data, or from a biological sample, (e.g., a biological sample from a human, e.g., serum, blood,
saliva,
plasma, nipple aspirants, synovial fluids, cerebrospinal fluids, sweat,
urine, fecal matter,
tears, bronchial lavage, swabbings, needle aspirantas,
semen, vaginal fluids, pre-ejaculate.), etc. which is analyzed to determine the biological state of the donor. The biological state can be a
pathologic diagnosis,
toxicity state,
efficacy of a
drug, prognosis of a
disease, etc. Specifically, the invention concerns processes that discover hidden discriminatory
biological data patterns (e.g., patterns of
protein expression in a serum sample that classify the biological state of an organ) that describe biological states.