System and method for management, execution, and analysis of laboratory experiments
The disclosure provides systems and methods for conducting and managing integrated laboratory experiments. The system includes a variety of laboratory instruments that are connected to conduct a large number of different types of experiments, and an interface for a user to design experiments and adjust parameters for the experiments. Given the integration, the system can further take data from related samples and instruments for determining or adjusting certain experimental parameters for optimized experimental efficiency and results.
1. A system for developing scientific experiments comprising one or more processors in one or more computers, one or more instruments, and a memory storing machine-readable instructions that, when executed by the one or more processors, cause the system to:
generate a protocol object representing a protocol to execute an experiment, the protocol object being linked to a sample, source materials, a sensor to track the sample, and second sensors to track the source materials;
process the protocol object to generate the protocol to execute the experiment;
execute the experiment to modify the sample based on the instructions;
calibrate an instrument to be used in performing the experiment;
adjust a value of an experimental parameter based on a result from the calibration of the instrument; and
based on the adjusted value of the experimental parameter, update the protocol object to modify the protocol.
2. The system of claim 1 , wherein the protocol object is linked to the sensor and the second sensors via a bar code or a radio-frequency (RF) tag.
3. The system of claim 1 , wherein:
the protocol object is linked to experiment parameters, and
an experimental parameter of the experimental parameters specifies an instrument to be used in performing the experiment or a condition of preparation, calibration, shutdown, or clean up of the instrument; and the instructions further cause the system to perform:
conducting the preparation, calibration, shutdown, or clean up of the instrument in accordance with the experiment parameter.
4. The system of claim 3 , wherein the instructions further cause the system to:
validate that the instrument is compatible with the sample.
5. The system of claim 4 , wherein the validation comprises:
determining that the sample comprises a solid;
in response to determining that the instrument comprises a liquid handling instrument, determine that the instrument is incompatible with the sample.
6. The system of claim 1 , wherein:
the protocol object is linked to information about a process to create the sample, a previous experiment in which the sample was used, a volume, a concentration, a pH, or a physical location of the sample.
7. The system of claim 1 , wherein the processing of the protocol object to generate the protocol comprises:
resolving dependencies between steps in the protocol; and
generating the protocol based on the resolved dependencies, an availability of instruments to be used in the experiment, a physical distance between the instruments, and a location of sample.
8. The system of claim 1 , wherein the protocol comprises a protocol to execute a High-Performance Liquid Chromatography (HPLC), Polymerase Chain Reaction PCR), or incubation experiment.
9. The system of claim 1 , wherein the instructions further cause the system to:
receive an input regarding a type of the experiment; and
based on the received input, determine one or more types of samples that are compatible with the type of the experiment.
10. The system of claim 1 , wherein the experiment comprises a synthesis, a purification, an amplification, a quantification, or a cell culture experiment.
11. A method for conducting an experiment, comprising:
generating a protocol object representing a protocol to execute the experiment;
linking the protocol object to a sample, source materials, a sensor to track the sample, and second sensors to track the source materials;
processing the protocol object to generate the protocol to execute the experiment;
executing the experiment to modify the sample based on the instructions;
calibrating an instrument to be used in performing the experiment;
adjusting a value of an experimental parameter based on a result from the calibration of the instrument recording; and
based on the adjusted value of the experimental parameter, updating the protocol object to modify the protocol.
12. The method of claim 11 , wherein the linking of the protocol object to the sample, the source materials, the sensor to track the sample, and the second sensors comprises via a bar code or a radio-frequency (RF) tag.
13. The method of claim 11 , further comprising:
validating that the instrument is compatible with the sample.
14. The method of claim 13 , wherein the validating comprises:
determining that the sample comprises a solid;
in response to determining that the instrument comprises a liquid handling instrument, determine that the instrument is incompatible with the sample.
15. The method of claim 11 , further comprising:
linking the protocol object to information about a process to create the sample, a previous experiment in which the sample was used, a volume, a concentration, a pH, or a physical location of the sample.
16. The method of claim 11 , wherein the processing of the protocol object to generate the protocol comprises:
resolving dependencies between steps in the protocol; and
generating the protocol based on the resolved dependencies, an availability of instruments to be used in the experiment, a physical distance between the instruments, and a location of sample.
17. The method of claim 11 , wherein the protocol comprises a protocol to execute a High-Performance Liquid Chromatography (HPLC), Polymerase Chain Reaction PCR), or incubation experiment.
18. The method of claim 11 , further comprising:
receiving an input regarding a type of the experiment; and
based on the received input, determining one or more types of samples that are compatible with the type of the experiment.
19. A system for developing scientific experiments comprising one or more processors in one or more computers, one or more instruments, and a memory storing machine-readable instructions that, when executed by the one or more processors, cause the system to:
generate a protocol object representing a protocol to execute an experiment, the protocol object being linked to a sample, source materials, a sensor to track the sample, and second sensors to track the source materials;
process the protocol object to generate the protocol to execute the experiment, wherein the processing of the protocol object to generate the protocol comprises:
resolving dependencies between steps in the protocol; and
generating the protocol based on the resolved dependencies, an availability of instruments to be used in the experiment, a physical distance between the instruments, and a location of sample;
execute the experiment to modify the sample based on the instructions; and
based on a change in the sample or the source materials, as tracked by the sensor or the second sensors, update the protocol object to modify the protocol.