Methods and systems for analyzing complex biological systems

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system data from said biological sample, wherein said data are linked to said unique identifier;
• c) converting said linked data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system;
• f) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced common unit system data is a coherent data set;
• and
• g) determining the most informative of said dimensionally reduced common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system data from said biological sample, wherein said data are linked to said unique identifier;
• c) converting said linked data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system wherein said common unit system data is a coherent data set;
• and
• f) determining the most informative of said common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system data from said biological sample, wherein said data are linked to said unique identifier;
• c) converting said linked data to a numeric format;
• d) converting said numeric format data to a common unit system;
• e) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced data is a coherent data set;
• and
• f) determining the most informative of said dimensionally reduced data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least two types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) converting said numeric format data to a common unit system, wherein said common unit system data is a coherent data set;
• and
• e) determining the most informative of said common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least two types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system;
• f) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced data is a coherent data set;
• and
• g) determining the most informative of said dimensionally reduced data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least two types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) converting said numeric format data to a common unit system;
• e) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced data is a coherent data set;
• and
• f) determining the most informative of said dimensionally reduced data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least two types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system, wherein said common unit system data is a coherent data set;
• and
• f) determining the most informative of said common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least three types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) converting said numeric format data to a common unit system, wherein said common unit system data is a coherent data set;
• and
• e) determining the most informative of said common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least three types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system;
• f) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced data is a coherent data set;
• and
• g) determining the most informative of said dimensionally reduced data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least three types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) converting said numeric format data to a common unit system;
• e) reducing the dimensionality of said common unit system data, wherein said dimensionally reduced common unit system data is a coherent data set;
• and
• f) determining the most informative of said dimensionally reduced data;
• wherein said most informative data are a signature profile indicative of physiological status.

A method for establishing a signature profile indicative of the physiological status of an individual, comprising:

• a) entering a unique identifier of at least one biological sample into a computer tracking system;
• b) storing in said computer tracking system disparate data, wherein said disparate data comprise at least three types of data and said disparate data are linked to said unique identifier;
• c) converting said linked disparate data to a numeric format;
• d) transforming said numeric format data into a Gaussian distribution;
• e) converting said Gaussian distribution data to a common unit system, wherein said common unit system data is a coherent data set;
• and
• f) determining the most informative of said common unit system data;
• wherein said most informative data are a signature profile indicative of physiological status.