ArticleCommunications biology2023
High-throughput feedback-enabled optogenetic stimulation and spectroscopy in microwell plates.
Article in Communications biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
9 citing papers in PubMed, 8 citations in OpenAlex.
- Closed-Loop Optogenetic Control in a Microplate Reader.ACS synthetic biology · 2026Article
- Optogenetic engineering of synthetic and natural receptors: design principles, functional mechanisms and biomedical applications.Regenerative biomaterials · 2026Review
- Challenges and Opportunities in Smart Biosensing for Biomanufacturing.ACS synthetic biology · 2025Review
- Lighting up yeast: overview of optogenetics in yeast and their applications to yeast biotechnology.FEMS yeast research · 2025Review
- Reversible light-responsive protein hydrogel for on-demand cell encapsulation and release.Acta biomaterialia · 2025Article
- The Yeast Optogenetic Toolkit (yOTK) for Spatiotemporal Control of Gene Expression in Budding Yeast.Methods in molecular biology (Clifton, N.J.) · 2025Article
- High-Throughput Optogenetics Experiments in Yeast Using the Automated Platform Lustro.Journal of visualized experiments : JoVE · 2023Article
- Lustro: High-Throughput Optogenetic Experiments Enabled by Automation and a Yeast Optogenetic Toolkit.ACS synthetic biology · 2023Article
- Light-regulated gene expression in Bacteria: Fundamentals, advances, and perspectives.Frontiers in bioengineering and biotechnology · 2022Review
Corrections and comments
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Authors and funding
17 authors at 3 institutions in 2 countries.
Funding
Abstract
The ability to perform sophisticated, high-throughput optogenetic experiments has been greatly enhanced by recent open-source illumination devices that allow independent programming of light patterns in single wells of microwell plates. However, there is currently a lack of instrumentation to monitor such experiments in real time, necessitating repeated transfers of the samples to stand-alone analytical instruments, thus limiting the types of experiments that could be performed. Here we address this gap with the development of the optoPlateReader (oPR), an open-source, solid-state, compact device that allows automated optogenetic stimulation and spectroscopy in each well of a 96-well plate. The oPR integrates an optoPlate illumination module with a module called the optoReader, an array of 96 photodiodes and LEDs that allows 96 parallel light measurements. The oPR was optimized for stimulation with blue light and for measurements of optical density and fluorescence. After calibration of all device components, we used the oPR to measure growth and to induce and measure fluorescent protein expression in E. coli. We further demonstrated how the optical read/write capabilities of the oPR permit computer-in-the-loop feedback control, where the current state of the sample can be used to adjust the optical stimulation parameters of the sample according to pre-defined feedback algorithms. The oPR will thus help realize an untapped potential for optogenetic experiments by enabling automated reading, writing, and feedback in microwell plates through open-source hardware that is accessible, customizable, and inexpensive.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.