Source 1primary paper2018Biochemistry
Toolkit/custom Python-based API
custom Python-based API
Also known as: Application Program Interface
Taxonomy: Technique Branch / Method. Workflows sit above the mechanism and technique branches rather than replacing them.
Summary
The custom Python-based API is a software interface for assembling automation workflows on an open-source microplate reader. It enables programmable control of automated assay protocols for an instrument demonstrated for full-spectrum absorbance, fluorescence emission detection, and in situ optogenetic stimulation.
Usefulness & Problems
Why this is useful
This API is useful for programmatic automation of assays on a low-cost open-source plate reader, supporting reproducible workflow execution beyond stand-alone touch screen programming. Its utility is supported by the instrument’s demonstrated use in ligand-induced reporter gene expression measurements and LOV-domain flavin photocycling kinetics.
Source:
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
Source:
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
Source:
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
Problem solved
It addresses the need for software-based control of automated assay protocols on an open-source microplate reader platform. The available evidence indicates that it helps organize and automate measurements spanning absorbance, fluorescence, and optogenetic stimulation modalities.
Source:
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
Taxonomy & Function
Primary hierarchy
Technique Branch
Method: A concrete method used to build, optimize, or evolve an engineered system.
Techniques
No technique tags yet.
Target processes
No target processes tagged yet.
Implementation Constraints
cofactor dependency: cofactor requirement unknownencoding mode: genetically encodedimplementation constraint: context specific validationoperating role: builder
The API is Python-based and is provided for automating the open-source microplate reader. Practical use is tied to the underlying instrument, which supports full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and automated assay protocols; no further software installation or hardware interface details are given in the supplied evidence.
The evidence does not report API architecture, supported command sets, error handling, timing precision, or interoperability with external laboratory software. Validation is limited to the context of a single open-source plate reader publication, with no independent replication described.
Validation
Cell-freeBacteriaMammalianMouseHumanTherapeuticIndep. Replication
Supporting Sources
Ranked Claims
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader was functionally demonstrated by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing and by flavin photocycling kinetic measurements of a LOV domain photoreceptor used for optogenetic transcriptional activation.
Functional capabilities were demonstrated in context of synthetic biology, optogenetics, and photosensory biology: by steady-state measurements of ligand-induced reporter gene expression in a model of bacterial quorum sensing, and by flavin photocycling kinetic measurements of a LOV (light-oxygen-voltage) domain photoreceptor used for optogenetic transcriptional activation.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance detection, fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs <$3500, a fraction of the cost of commercial plate readers
system cost 3500 USD
The total system cost is less than $3500.
The total system costs less than $3500
system cost 3500 USD
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes at concentrations as low as approximately 10 nM.
can detect the fluorescence of common dyes at concentrations as low as ∼10 nM
fluorescence detection limit 10 nM
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The open-source microplate reader can detect fluorescence of common dyes down to approximately 10 nanomolar concentration.
can detect the fluorescence of common dyes down to ∼10 nanomolar concentration
fluorescence detection limit 10 nanomolar
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The open-source microplate reader features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The system features full-spectrum absorbance and fluorescence emission detection, in situ optogenetic stimulation, and stand-alone touch screen programming of automated assay protocols.
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
The paper reports the design, construction, validation, and benchmarking of an open-source microplate reader.
we here report the design, construction, validation, and benchmarking of an open-source microplate reader
Approval Evidence
1 source2 linked approval claimsfirst-pass slug custom-python-based-api
custom Python-based API (Application Program Interface)
Source:
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Source:
documentationsupports
The paper provides fully detailed guides for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Source:
documentation availabilitysupports
Fully detailed guides are provided for assembling the device and automating it using a custom Python-based API.
Fully detailed guides for assembling the device and automating it using the custom Python-based API (Application Program Interface) are provided.
Source:
Comparisons
Source-backed strengths
The source states that fully detailed guides are provided for automating the device using the custom Python-based API, which supports implementation. The associated instrument was functionally demonstrated in bacterial quorum-sensing reporter assays and LOV photoreceptor photocycling measurements, indicating compatibility with biologically relevant workflows.
Ranked Citations
- 1.