Methods and systems for analyzing complex biological systems

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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