Data Management System for Cultured Cell Analysis
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Solution Overview
Problem
Existing data management systems for cultured cells face challenges in efficiently analyzing measurement data to improve culture conditions, as they lack effective methods for associating and managing culture conditions with measurement data, leading to poor readability and difficulty in grasping differences in culture conditions.
Innovation Solution
A data management system that manages measurement data in units of 'culture vessels' by associating culture conditions with measurement data, using a storage control unit to store and manage culture conditions and measurement data in a structured format, allowing for efficient analysis and association of data across multiple culture conditions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If measurement data is stored without structured association with culture conditions, then storage simplicity is maintained, but data analysis efficiency deteriorates
Solution Approach 1:
The patent segments measurement data management by creating distinct data structures for culture conditions and measurement results, linking them through culture vessel identifiers. This segmentation allows efficient querying and analysis of specific culture conditions while maintaining organized data relationships, resolving the contradiction between analysis efficiency and management complexity.
Solution Approach 2:
The patent adds a dimensional layer by introducing culture condition metadata (temperature, CO2 concentration, medium type, etc.) as separate attributes associated with measurement data. This dimensional expansion enables multi-parameter analysis and filtering without complicating the core storage structure, as queries can selectively access relevant dimensions.
2Ease of operation
If culture conditions are not systematically managed, then management simplicity is maintained, but readability and understanding of culture condition differences deteriorates
Solution Approach 1:
The patent segments culture condition information into standardized categories (environmental parameters, culture medium, vessel type, etc.), making it easier to read and compare different conditions. This structured segmentation improves readability by presenting data in organized, predictable formats without requiring complex management systems.
Solution Approach 2:
The patent standardizes culture condition parameters with consistent naming conventions and data formats (e.g., temperature in degrees Celsius, CO2 concentration in percentages). This parameter standardization enhances readability and comparability across different experiments while maintaining simple data structures that are easy to manage.
3Productivity
If measurement data is not associated with specific culture vessels, then data storage is simplified, but the ability to identify appropriate culture conditions deteriorates
Solution Approach 1:
The patent associates measurement data with culture vessels through dedicated identifier fields that link specific measurements to their corresponding culture conditions. This segmentation enables efficient retrieval and analysis of data from specific culture vessels without requiring complex associative structures, as the linkage is established through straightforward identifier matching.
Solution Approach 2:
The patent uses culture vessel identifiers as intermediary elements that connect measurement data with culture condition parameters. This intermediary approach enables efficient data association and retrieval by providing a simple linking mechanism that bridges measurement results and their corresponding cultural contexts without direct complex relationships.
Data Source
AI summary
A data management system according to an embodiment includes a first storage control unit, a second storage control unit, and a third storage control unit. The first storage control unit controls storing, in a memory, one or more culture conditions indicating conditions for culturing a cell. The second storage control unit controls storing, in the memory, one or more pieces of measurement data for the cell cultured based on any one of the culture conditions. The third storage control unit controls storing, in the memory, one or more pieces of the measurement data designated among the pieces of the measurement data and one or more of the culture conditions designated among the culture conditions, in association with each other.