ArticlePloS one2017
Low cost and open source multi-fluorescence imaging system for teaching and research in biology and bioengineering.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
37 citing papers in PubMed.
- LOTUS: A low-cost time-lapse automated imaging system for spatio-temporal analysis of microbial colony or biofilm development.PloS one · 2026Article
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- Web-Based Botnet for Blocking Control Flow in Open-Source Medical Syringe Pump.International journal of grid and utility computing · 2025Article
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- BrightMice: a low-cost do-it-yourself instrument, designed for in vivo fluorescence mouse imaging.Scientific reports · 2024Article
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- The synergy of nucleic acid amplification and miniaturized systems in enhancing liquid biopsy applications.Bioanalysis · 2024Article
- A portable Raspberry Pi-based camera set-up to record behaviours of frogs and other small animals under artificial or natural shelters in remote locations.Ecology and evolution · 2024Article
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- Time- and distance-resolved robotic imaging of fluid flow in vertical microfluidic strips: a new technique for quantitative, multiparameter measurement of global haemostasis.Sensors & diagnostics · 2023Article
- Open Hardware for Microfluidics: Exploiting Raspberry Pi Singleboard Computer and Camera Systems for Customisable Laboratory Instrumentation.Biosensors · 2023Review
- Fast Colony Forming Unit Counting in 96-Well Plate Format Applied to the Drosophila Microbiome.Journal of visualized experiments : JoVE · 2023Article
- Open hardware: From DIY trend to global transformation in access to laboratory equipment.PLoS biology · 2023Article
- Current landscape and future directions of synthetic biology in South America.Frontiers in bioengineering and biotechnology · 2023Review
- A Lightweight Botnet Exploiting HTTP for Control Flow Denial on Open-Source Medical Systems.... International Conference on Complex, Intelligent and Software Intensive Systems · 2023Article
- Rapid Bacterial Motility Monitoring Using Inexpensive 3D-Printed OpenFlexure Microscopy Allows Microfluidic Antibiotic Susceptibility Testing.Micromachines · 2022Article
- Novel High-Throughput DNA Part Characterization Technique for Synthetic Biology.Journal of microbiology and biotechnology · 2022Article
- Low-Cost Microplate Reader with 3D Printed Parts for under 500 USD.Sensors (Basel, Switzerland) · 2022Article
- Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation.NeuroImage · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
The advent of easy-to-use open source microcontrollers, off-the-shelf electronics and customizable manufacturing technologies has facilitated the development of inexpensive scientific devices and laboratory equipment. In this study, we describe an imaging system that integrates low-cost and open-source hardware, software and genetic resources. The multi-fluorescence imaging system consists of readily available 470 nm LEDs, a Raspberry Pi camera and a set of filters made with low cost acrylics. This device allows imaging in scales ranging from single colonies to entire plates. We developed a set of genetic components (e.g. promoters, coding sequences, terminators) and vectors following the standard framework of Golden Gate, which allowed the fabrication of genetic constructs in a combinatorial, low cost and robust manner. In order to provide simultaneous imaging of multiple wavelength signals, we screened a series of long stokes shift fluorescent proteins that could be combined with cyan/green fluorescent proteins. We found CyOFP1, mBeRFP and sfGFP to be the most compatible set for 3-channel fluorescent imaging. We developed open source Python code to operate the hardware to run time-lapse experiments with automated control of illumination and camera and a Python module to analyze data and extract meaningful biological information. To demonstrate the potential application of this integral system, we tested its performance on a diverse range of imaging assays often used in disciplines such as microbial ecology, microbiology and synthetic biology. We also assessed its potential use in a high school environment to teach biology, hardware design, optics, and programming. Together, these results demonstrate the successful integration of open source hardware, software, genetic resources and customizable manufacturing to obtain a powerful, low cost and robust system for education, scientific research and bioengineering. All the resources developed here are available under open source licenses.
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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.