Related Experiment Video
Updated: Feb 16, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
Transformation From a Conventional Clinical Microbiology Laboratory to Full Automation
José L Moreno-Camacho1,2, Diana Y Calva-Espinosa1, Yoseli Y Leal-Leyva1,2
1Clinical Laboratory Division, Salud Digna para todos I.A.P. Culiacan, Sinaloa, México.
Background:
To validate the performance, reproducibility, and reliability of BD automated instruments in order to establish a fully automated clinical microbiology laboratory.
Methods:
We used control strains and clinical samples to assess the accuracy, reproducibility, and reliability of the BD Kiestra WCA, the BD Phoenix, and BD Bruker MALDI-Biotyper instruments and compared them to previously established conventional methods. The following processes were evaluated: sample inoculation and spreading, colony counts, sorting of cultures, antibiotic susceptibility test, and microbial identification.
Results:
The BD Kiestra recovered single colonies in less time than conventional methods (e.g. E. coli, 7h vs 10h, respectively) and agreement between both methodologies was excellent for colony counts (κ=0.824) and sorting cultures (κ=0.821). Antibiotic susceptibility tests performed with BD Phoenix and disk diffusion demonstrated 96.3% agreement with both methods. Finally, we compared microbial identification in BD Phoenix and Bruker MALDI-Biotyper and observed perfect agreement (κ=1) and identification at a species level for control strains. Together these instruments allow us to process clinical urine samples in 36h (effective time).
Conclusion:
The BD automated technologies have improved performance compared with conventional methods, and are suitable for its implementation in very busy microbiology laboratories.

