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Nature Biotechnology Nov 2023Current single-cell RNA-sequencing approaches have limitations that stem from the microfluidic devices or fluid handling steps required for sample processing. We develop...
Current single-cell RNA-sequencing approaches have limitations that stem from the microfluidic devices or fluid handling steps required for sample processing. We develop a method that does not require specialized microfluidic devices, expertise or hardware. Our approach is based on particle-templated emulsification, which allows single-cell encapsulation and barcoding of cDNA in uniform droplet emulsions with only a vortexer. Particle-templated instant partition sequencing (PIP-seq) accommodates a wide range of emulsification formats, including microwell plates and large-volume conical tubes, enabling thousands of samples or millions of cells to be processed in minutes. We demonstrate that PIP-seq produces high-purity transcriptomes in mouse-human mixing studies, is compatible with multiomics measurements and can accurately characterize cell types in human breast tissue compared to a commercial microfluidic platform. Single-cell transcriptional profiling of mixed phenotype acute leukemia using PIP-seq reveals the emergence of heterogeneity within chemotherapy-resistant cell subsets that were hidden by standard immunophenotyping. PIP-seq is a simple, flexible and scalable next-generation workflow that extends single-cell sequencing to new applications.
Topics: Humans; Animals; Mice; Microfluidics; High-Throughput Nucleotide Sequencing; Single-Cell Analysis; Genomics; Transcriptome
PubMed: 36879006
DOI: 10.1038/s41587-023-01685-z -
Applied Microbiology and Biotechnology Jul 2023Since natural resources for the bioproduction of commodity chemicals are scarce, waste animal fats (WAF) are an interesting alternative biogenic residual feedstock. They...
Since natural resources for the bioproduction of commodity chemicals are scarce, waste animal fats (WAF) are an interesting alternative biogenic residual feedstock. They appear as by-product from meat production, but several challenges are related to their application: first, the high melting points (up to 60 °C); and second, the insolubility in the polar water phase of cultivations. This leads to film and clump formation in shake flasks and microwell plates, which inhibits microbial consumption. In this study, different flask and well designs were investigated to identify the most suitable experimental set-up and further to create an appropriate workflow to achieve the required reproducibility of growth and product synthesis. The dissolved oxygen concentration was measured in-line throughout experiments. It became obvious that the gas mass transfer differed strongly among the shake flask design variants in cultivations with the polyhydroxyalkanoate (PHA) accumulating organism Ralstonia eutropha. A high reproducibility was achieved for certain flask or well plate design variants together with tailored cultivation conditions. Best results were achieved with bottom baffled glass and bottom baffled single-use shake flasks with flat membranes, namely, >6 g L of cell dry weight (CDW) with >80 wt% polyhydroxybutyrate (PHB) from 1 wt% WAF. Improved pre-emulsification conditions for round microwell plates resulted in a production of 14 g L CDW with a PHA content of 70 wt% PHB from 3 wt% WAF. The proposed workflow allows the rapid examination of fat material as feedstock, in the microwell plate and shake flask scale, also beyond PHA production. KEY POINTS: • Evaluation of shake flask designs for cultivating with hydrophobic raw materials • Development of a workflow for microwell plate cultivations with hydrophobic raw materials • Production of polyhydroxyalkanoate in small scale experiments from waste animal fat.
Topics: Animals; Polyhydroxyalkanoates; Reproducibility of Results; Workflow; Bioreactors
PubMed: 37266584
DOI: 10.1007/s00253-023-12599-w -
Small (Weinheim An Der Bergstrasse,... Nov 2023Droplet array is widely applied in single cell analysis, drug screening, protein crystallization, etc. This work proposes and validates a method for rapid formation of...
Droplet array is widely applied in single cell analysis, drug screening, protein crystallization, etc. This work proposes and validates a method for rapid formation of uniform droplet array based on microwell confined droplets electro-coalescence of screen-printed emulsion droplets, namely electro-coalescence droplet array (ECDA). The electro-coalescence of droplets is according to the polarization induced electrostatic and dielectrophoretic forces, and the dielectrowetting effect. The photolithographically fabricated microwells are highly regular and reproducible, ensuring identical volume and physical confinement to achieve uniform droplet array, and meanwhile the microwell isolation protects the paired water droplets from further fusion and broadens its feasibility to different fluidic systems. Under optimized conditions, a droplet array with an average diameter of 85 µm and a throughput of 10 in a 10 cm × 10 cm chip can be achieved within 5 s at 120 Vpp and 50 kHz. This ECDA chip is validated for various microwell geometries and functional materials. The optimized ECDA are successfully applied for digital viable bacteria counting, showing comparable results to the plate culture counting. Such an ECDA chip, as a digitizable and high-throughput platform, presents excellent potential for high-throughput screening, analysis, absolute quantification, etc.
PubMed: 37449335
DOI: 10.1002/smll.202302998 -
RSC Advances May 2024Single use plasticware (SUP) in scientific, diagnostic, and academic laboratories makes a significant contribution to plastic waste generation worldwide. Polystyrene...
Single use plasticware (SUP) in scientific, diagnostic, and academic laboratories makes a significant contribution to plastic waste generation worldwide. Polystyrene (PS) microwell plates form a part of this waste. These plates are the backbone of high throughput colorimetric measurements in academic, research, and healthcare settings for detection/quantification of wide-ranging analytes including proteins, carbohydrates, nucleic acids, and enzyme activity. Polystyrene (PS) microwell plates serve as a platform for holding samples and reagents, where mixing initiates chemical reaction(s), and the ensuing color changes are quantified using a microplate reader. However, these plates are rarely reused or recycled, contributing to the staggering amounts of plastic waste generated in scientific laboratories. Here, we are reporting the fabrication of cellulose acetate (CA) microwell plates as a greener alternative to non-biodegradable PS plates and we demonstrate their application in colorimetric assays. These easy to fabricate, lighter weight, customizable, and environmentally friendly plates were fabricated in 96- and 384-well formats and made water impermeable through chemical treatment. The plates were tested in three different colorimetric analyses: (i) bicinchoninic acid assay (BCA) for protein quantification; (ii) chymotrypsin (CT) activity assay; and (iii) alkaline phosphatase (AP) activity assay. Color intensities were quantified using a freely available smartphone application, Spotxel® Reader (Sicasys Software GmbH). To benchmark the performance of this platform, the same assays were performed in commercial PS plates too and quantified using a UV/Vis microplate reader. The two systems yielded comparable linear correlation coefficients, LOD and LOQ values, thereby validating the CA plate-cell phone based analytical method. The CA microwell plates, coupled with smart phone optical data capture, provide greener, accessible, and scalable tools for all laboratory settings and are particularly well-suited for resource- and infrastructure-limited environments.
PubMed: 38741966
DOI: 10.1039/d4ra01317d -
Advanced Science (Weinheim,... Apr 2024Targeting "undruggable" targets with intrinsically disordered structures is of great significance for the treatment of disease. The transcription factor c-Myc controls...
Targeting "undruggable" targets with intrinsically disordered structures is of great significance for the treatment of disease. The transcription factor c-Myc controls global gene expression and is an attractive therapeutic target for multiple types of cancers. However, due to the lack of defined ligand binding pockets, targeted c-Myc have thus far been unsuccessful. Herein, to address the dilemma of lacking ligands, an efficient and high throughput aptamer screening strategy is established, named polystyrene microwell plate-based systematic evolution of ligands by exponential enrichment (microwell-SELEX), and identify the specific aptamer (MA9C1) against c-Myc. The multifunctional aptamer-based Proteolysis Targeting Chimeras (PROTAC) for proteolysis of the c-Myc (ProMyc) is developed using the aptamer MA9C1 as the ligand. ProMyc not only significantly degrades c-Myc by the ubiquitin-proteasome system, but also reduces the Max protein, synergistically inhibiting c-Myc transcriptional activity. Combination of the artificial cyclization and anti-PD-L1 aptamer (PA1)-based delivery system, circular PA1-ProMyc chimeras achieve tumor regression in the xenograft tumor model, laying a solid foundation for the development of efficacious c-Myc degrader for the clinic. Therefore, this aptamer-based degrader provides an invaluable potential degrader in drug discovery and anti-tumor therapy, offering a promising degrader to overcome the challenge of targeting intractable targets.
PubMed: 38682443
DOI: 10.1002/advs.202309639 -
Journal of AOAC International Jun 2024Galidesivir (GDV) is a promising new antiviral drug for the potent and safe treatment of a broad spectrum of viral diseases, including COVID-19. In the literature, no...
BACKGROUND
Galidesivir (GDV) is a promising new antiviral drug for the potent and safe treatment of a broad spectrum of viral diseases, including COVID-19. In the literature, no analytical method exists for the determination of GDV in bulk and dosage form.
OBJECTIVE
The aim of this study was the development of versatile green and simple microwell spectrophotometric methods (MW-SPMs) for the determination of GDV in its bulk form and capsules.
METHODS
Three MW-SPMs were developed involving the oxidation of GDV by ammonium metavanadate (AMV), chromium trioxide (CTO), and potassium iodate (PIO) in an acid medium. The reactions were carried out in 96-well plates at room temperature and the absorbances of chromogenic reaction products were measured by an absorbance microplate reader at 780, 595, and 475 nm for AMV, CTO, and PIO, respectively. Variables influencing the reactions were carefully investigated and optimized.
RESULTS
Linear relations with excellent correlation coefficients (0.9991-0.9997) were found between the absorbances and GDV concentrations in a range of 25-500 µg/mL. The limits of detection were ≥8.3 µg/mL. The accuracy and precision of the three MW-SPMs were confirmed by recovery and replicate analysis, respectively. The recovery values were 98.6-101.2% and the relative standard deviations were ≤1.02%. The proposed MW-SPMs were successfully applied to the analysis of GDV in bulk drug and capsules with high accuracy and precisions. The greenness of MW-SPMs was confirmed by three comprehensive metric tools.
CONCLUSIONS
The proposed MW-SPMs combined the inherent advantages of microwell-based analysis and the use of common laboratory reagents for the involved reaction. These advantages include high-throughput, readily automation, reduced samples/reagents volume, precise measurements, and versatility. The advantages of the use of common laboratory reagents include availability, consistency, compatibility, safety, and cost-effectiveness.
HIGHLIGHTS
Overall, the proposed MW-SPMs are versatile valuable tools for the quantitation of GDV during its pharmaceutical manufacturing.
PubMed: 38870529
DOI: 10.1093/jaoacint/qsae047 -
Journal of Visualized Experiments : JoVE Aug 2023Optogenetics offers precise control over cellular behavior by utilizing genetically encoded light-sensitive proteins. However, optimizing these systems to achieve the...
Optogenetics offers precise control over cellular behavior by utilizing genetically encoded light-sensitive proteins. However, optimizing these systems to achieve the desired functionality often requires multiple design-build-test cycles, which can be time-consuming and labor-intensive. To address this challenge, we have developed Lustro, a platform that combines light stimulation with laboratory automation, enabling efficient high-throughput screening and characterization of optogenetic systems. Lustro utilizes an automation workstation equipped with an illumination device, a shaking device, and a plate reader. By employing a robotic arm, Lustro automates the movement of a microwell plate between these devices, allowing for the stimulation of optogenetic strains and the measurement of their response. This protocol provides a step-by-step guide on using Lustro to characterize optogenetic systems for gene expression control in the budding yeast Saccharomyces cerevisiae. The protocol covers the setup of Lustro's components, including the integration of the illumination device with the automation workstation. It also provides detailed instructions for programming the illumination device, plate reader, and robot, ensuring smooth operation and data acquisition throughout the experimental process.
Topics: Saccharomyces cerevisiae; Optogenetics; Saccharomycetales; Automation; High-Throughput Screening Assays
PubMed: 37590537
DOI: 10.3791/65686 -
Analytical Methods : Advancing Methods... Dec 2023This study presents the development of a polyester microplate for detecting the S-protein of the SARS-CoV-2 virus in saliva and nasopharyngeal swab samples using direct...
This study presents the development of a polyester microplate for detecting the S-protein of the SARS-CoV-2 virus in saliva and nasopharyngeal swab samples using direct enzyme-linked immunosorbent assay (ELISA) technology. The polyester microplate was designed to contain 96 zones with a 3 mm diameter each, and a volume of 2-3 μL. The experimental conditions including reagent concentration and reaction time were optimized. The microplate image was digitized and analyzed using graphical software. The linear range obtained between protein S concentrations and pixel intensity was 0-10 μg mL, with a correlation coefficient of 0.99 and a limit of detection of 0.44 μg mL. The developed methodology showed satisfactory intraplate and interplate repeatability with RSD values lower than 7.8%. The results achieved through immunoassay performed on polyester microplates were consistent with those of the RT-PCR method and showed a sensitivity of 100% and 90% and specificity of 85.71% and 100% for saliva and nasopharyngeal samples, respectively. The proposed direct immunoassay on polyester microplates emerges as an alternative to conventional immunoassays performed on commercial polystyrene plates, given the low cost of the device, low consumption of samples and reagents, lower waste generation, and shorter analysis time. Moreover, the immunoassay has shown great potential for diagnosing COVID-19 with precision and accuracy.
Topics: Humans; Saliva; Spike Glycoprotein, Coronavirus; Colorimetry; COVID-19; Immunoassay
PubMed: 38073521
DOI: 10.1039/d3ay01755a -
Communications Biology Nov 2023The ability to perform sophisticated, high-throughput optogenetic experiments has been greatly enhanced by recent open-source illumination devices that allow independent...
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.
Topics: Optogenetics; Feedback; Escherichia coli; Algorithms; Spectrum Analysis
PubMed: 38001175
DOI: 10.1038/s42003-023-05532-4 -
Lab on a Chip Apr 2024Tumor spheroids are now intensively investigated toward preclinical and clinical applications, necessitating the establishment of accessible and cost-effective methods...
Tumor spheroids are now intensively investigated toward preclinical and clinical applications, necessitating the establishment of accessible and cost-effective methods for routine operations. Without losing the advantage of organ-chip technologies, we developed a rocking system for facile formation and culture of tumor spheroids in hydrogel microwells of a suspended membrane under microfluidic conditions. While the rocking is controlled with a step motor, the microfluidic device is made of two plastic plates, allowing plugging directly syringe tubes with Luer connectors. Upon injection of the culture medium into the tubes and subsequent rocking of the chip, the medium flows back and forth in the channel underneath the membrane, ensuring a diffusion-based culture. Our results showed that such a rocking- and diffusion-based culture method significantly improved the quality of the tumor spheroids when compared to the static culture, particularly in terms of growth rate, roundness, junction formation and compactness of the spheroids. Notably, dynamically cultured tumor spheroids showed increased drug resistance, suggesting alternative assay conditions. Overall, the present method is pumpless, connectionless, and user-friendly, thereby facilitating the advancement of tumor-spheroid-based applications.
Topics: Spheroids, Cellular; Humans; Lab-On-A-Chip Devices; Cell Culture Techniques; Diffusion; Microfluidic Analytical Techniques; Hydrogels; Cell Line, Tumor; Tumor Cells, Cultured; Equipment Design
PubMed: 38629978
DOI: 10.1039/d3lc01116j