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hardware configuration  (Kaggle Inc)

 
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    Kaggle Inc hardware configuration
    Hardware Configuration, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/hardware configuration/product/Kaggle Inc
    Average 86 stars, based on 1 article reviews
    hardware configuration - by Bioz Stars, 2026-06
    86/100 stars

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    High-throughput automated transformation workflow for Cyanidioschyzon merolae . Overview of the fully automated transformation and screening pipeline integrating an OT-2 liquid-handling robot and a PIXL colony-picking system. Wild-type cultures are grown to mid-log phase, and DNA constructs are prepared for PEG-mediated transformation. The OT-2 performs transformation. After cell recovery, automated serial dilution and plating on starch-bed MA2G plates using Z-offset calibration based on gellan-gum weigh. After colony formation, the PIXL robot identifies and transfers individual colonies into 96-well plates for propagation. Colonies are subsequently arrayed in starch bed plates, ready for colony PCR setup on the OT-2.

    Journal: bioRxiv

    Article Title: Genome Position Does Not Impact Transgene Expression Efficiency in the Ancient Red Alga Cyanidioschyzon merolae

    doi: 10.64898/2026.01.31.703004

    Figure Lengend Snippet: High-throughput automated transformation workflow for Cyanidioschyzon merolae . Overview of the fully automated transformation and screening pipeline integrating an OT-2 liquid-handling robot and a PIXL colony-picking system. Wild-type cultures are grown to mid-log phase, and DNA constructs are prepared for PEG-mediated transformation. The OT-2 performs transformation. After cell recovery, automated serial dilution and plating on starch-bed MA2G plates using Z-offset calibration based on gellan-gum weigh. After colony formation, the PIXL robot identifies and transfers individual colonies into 96-well plates for propagation. Colonies are subsequently arrayed in starch bed plates, ready for colony PCR setup on the OT-2.

    Article Snippet: The OT-2 hardware configuration included a multichannel P300 and a multichannel P20 Gen 2 pipette, Gen 1 Heater-Shaker Module, Gen 1 Temperature Module, Deep-Well Metal Adapter, and standard Opentrons P20 and P300 tip racks all from Opentrons, USA.

    Techniques: High Throughput Screening Assay, Transformation Assay, Construct, Cell Recovery, Serial Dilution, Starch