TABLE I

Comparison of Candidates for Automated Colony Counting Systems Using Mandatory Core Requirements

CharacteristicRequired AttributeTraditional Human ReadingHD-Camera and Illumination OnlyHD-Camera and Illumination in Conjunction with Intrinsic Autofluorescence
Data IntegrityImproves data integrityNo ability to control / no validated method to preserve original dataFull audit trail via barcodesFull audit trail via barcodes
SubjectiveInstrument with validated software performs plate handling, incubation, and read, with user roles restricted to avoid loss or undocumented change to dataInstrument with validated software performs plate handling, incubation, and read, with user roles restricted to avoid loss or undocumented change to data
Validated data migration availableValidated data migration available
Opportunity to save original image data if warrantedOpportunity to save original image data if warranted
Fully objectiveFully objective
LIMS ConnectivityProven, may require some ITS and vendor interaction and customizationNone; manual transcription Bi-directional interfacing between the proprietary software and LIMS. LIMS-specific drivers will be required to enable connectivityBi-directional interfacing between the proprietary software and LIMS
Established in Biopharma / Extent of Use in the IndustryClear path for implementation establishedWell established, to the point of deficiencies being “accepted” or addressed with counts verified by a second analyst (contemporaneous verification)System uses an HD camera to detect growth with colonies being detected before they are visible to the human eyeSystem uses an HD camera to detect growth (using intrinsic autofluorescence) with colonies being detected before they are visible to the human eye
Proof of concept of intrinsic autofluorescence is widely accepted
Several biopharmaceutical companies have evaluated the system as part of the development cycle prior to commercial launchSeveral biopharmaceutical companies have qualified instrument (IOPQ) and validated the method
First approvals for product samples (IPC as well as release samples) obtained
Several companies use the instrument for testing of water samples as well as environmental samples. This application has been inspected by various Health Authorities around the globe and no concerns were expressed about the use of the instrument for these types of samples
Technology Platform / Maturity of the TechnologyProven technology. Minimal development work for end user (i.e., plug-and-play)Dependent on observer 2nd generation system2nd generation system
System has been available since 2017 for Food laboratories; hardware, software, and algorithm have been improved for use in Pharma—available from 2021Several biopharmaceutical companies have successfully implemented the technology
Level of AutomationAutomationNone Fully automatedFully automated
  • Abbreviations: HD, high definition; LIMS, laboratory information management system; ITS, IT services, IOPQ, installation, operation, performance qualification; IPC, in-process control.