Abstract: A data-driven algorithm including various network analysis routes to characterize the production of known and putative specialized metabolites and unknown analytes triggered by different exogenous compounds. Bipartite networks quantify the relationship between metabolites and treatments stimulating their production through two routes. A direct route determines the production of known and putative specialized metabolites induced by a treatment. An auxiliary route is specific for unknown analytes. Various network centrality metrics rank treatments based on their ability to trigger a broad range of specialized metabolites. The specialized metabolites are ranked based on their receptivity to various treatments. This enables tracking the influence of any exogenous treatment or abiotic factor on metabolomics output for targeted metabolite research.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: An electronic authorization system comprising a data source system configured to transmit transaction data. A secure data system is coupled to the data source system over an open network, the secure data system is configured to receive the transaction data from the data source system, generate a unique encrypted identifier for the transaction data and to transmit the unique encrypted identifier to the data source system. The data source system is configured to receive the unique encrypted identifier and replace payment card data associated with the transaction data in a database with the unique encrypted identifier.

Abstract: A database system for encryption and protection of confidential data is provided. The database system includes a data source system receiving confidential data and first associated data. A secure data network interface system is connected to the data source system over an open network, the data network interface system receives the confidential data and the first associated data from the data source system and further comprises a secure data storage system coupled to the data network interface system and isolated from the open network, a data encryption system generating a unique encrypted identifier for the confidential data, and a data association system associating the confidential data with the unique encrypted identifier and storing the confidential data, the first associated data and the unique encrypted identifier in the secure data storage system.

Abstract: A database system for encryption and protection of confidential data is provided. The database system includes a data source system receiving confidential data and first associated data. A secure data network interface system is connected to the data source system over an open network, the data network interface system receives the confidential data and the first associated data from the data source system and further comprises a secure data storage system coupled to the data network interface system and isolated from the open network, a data encryption system generating a unique encrypted identifier for the confidential data, and a data association system associating the confidential data with the unique encrypted identifier and storing the confidential data, the first associated data and the unique encrypted identifier in the secure data storage system.