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510(k) Data Aggregation

    K Number
    K221688
    Manufacturer
    Date Cleared
    2024-04-26

    (686 days)

    Product Code
    Regulation Number
    866.1650
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    Q-linea AB

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Intended Use:
    The ASTar System is intended to be used for the automated quantitative susceptibility testing for most clinically significant microorganisms. The ASTar System does not provide organism identification.

    Indications for Use:
    The ASTar System, comprised of the ASTar Instrument with the ASTar BC G- Kit (ASTar BC G- Consumable kit, ASTar BC G- Frozen insert, and ASTar BC G-Kit software), utilizes high-speed, time-lapse microscopy imaging of bacteria for the in vitro, quantitative determination of antimicrobial susceptibility of on-panel gram-negative bacteria. The test is performed directly on positive blood culture samples signaled as positive by a continuous monitoring blood culture system and confirmed to contain gram-negative bacilli by Gram stain. Organism identification is required for AST result interpretation and reporting.

    Test results from the ASTar BC G- Kit should be interpreted in conjunction with other clinical and laboratory findings. Standard laboratory protocols for processing positive blood cultures should be followed to ensure availability of isolates for supplemental testing. Sub-culturing is necessary to support further testing for: bacteria and antimicrobials not on the ASTar BC G- panel, where inconclusive results are obtained, epidemiologic testing, recovery of organisms present in microbial samples, and susceptibility testing of bacteria in polymicrobial samples.

    The ASTar BC G- Kit tests the following antimicrobial agents with the following bacterial species:

    Amikacin: Citrobacter freundii, Enterobacter cloacae complex, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Pseudomonas aeruginosa, Serratia marcescens
    Ampicillin: Escherichia coli, Proteus mirabilis
    Ampicillin-sulbactam: Escherichia coli, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris
    Aztreonam: Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Serratia marcescens
    Cefazolin: Klebsiella pneumoniae
    Cefepime: Citrobacter freundii, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Pseudomonas aeruginosa, Serratia marcescens
    Ceftazidime: Enterobacter cloacae complex, Escherichia oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Serratia marcescens
    Ceftazidime-avibactam: Citrobacter freundii, Citrobacter koseri, Enterobacter cloacae complex, Klebsiella oxytoca, Proteus mirabilis, Pseudomonas aeruginosa, Serratia marcescens
    Cefuroxime: Escherichia coli, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis
    Ciprofloxacin: Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Pseudomonas aeruginosa, Serratia marcescens
    Gentamicin: Citrobacter freundii, Citrobacter koseri, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Pseudomonas aeruginosa, Serratia marcescens
    Levofloxacin: Citrobacter freundii, Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Pseudomonas aeruginosa, Serratia marcescens
    Meropenem: Acinetobacter baumannii, Citrobacter freundii, Citrobacter koseri, Escherichia coli, Proteus mirabilis, Proteus vulgaris, Pseudomonas aeruginosa, Serratia marcescens
    Meropenem-vaborbactam: Citrobacter freundii, Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella pneumoniae, Proteus mirabilis, Serratia marcescens
    Piperacillin-tazobactam: Citrobacter koseri, Escherichia coli, Klebsiella pneumoniae, Proteus mirabilis, Proteus vulgaris, Serratia marcescens
    Tigecycline: Citrobacter freundii, Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Serratia marcescens
    Tobramycin: Citrobacter freundii, Citrobacter koseri, Enterobacter cloacae complex, Escherichia coli, Klebsiella pneumoniae, Proteus mirabilis, Serratia marcescens
    Trimethoprim-sulfamethoxazole: Enterobacter cloacae complex, Escherichia coli, Klebsiella aerogenes, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus vulgaris

    Device Description

    ASTar System is a fully automated system for antimicrobial susceptibility testing (AST). It consists of the ASTar Instrument which is used in combination with dedicated application kits. The ASTar BC G- Kit consists of the ASTar BC G- Consumable kit, ASTar BC G- Frozen insert, and ASTar BC G-Kit software which must be installed on the instrument to process the kit.

    The system provides robust and consistent inoculum preparation for AST and utilizes high-speed, time-lapse microscopy imaging of pathogens in broth microdilution to determine minimum inhibitory concentration (MIC) and qualitative susceptibility results. Organism identification using an approved method is required to be entered into the ASTar Instrument for results to be reported.

    The instrument is designed to carry out sample preparation of up to six samples in parallel, using a dedicated ASTar Cartridge consumable for each sample. In the subsequent AST culturing step, the instrument transfers the prepared sample into a second dedicated consumable, referred to as the ASTar Disc. Up to 12 Discs can be incubated simultaneously in the system. The processed samples can be in different stages of the processing protocol. New samples can be loaded in a random-access manner when there are available slots. Processing of loaded samples will, in most cases, start shortly after loading. If six samples are started at the same time limitations given by the sample scheduler will result in a queue. The operator interacts with the instrument via the touchscreen display by which the operator controls the instrument.

    ASTar BC G- Kit is used for in vitro determination of antimicrobial susceptibility testing of commonly isolated bacteria derived from positive blood culture samples confirmed positive for Gram-negative bacteria by Gram stain. The antimicrobial and organism combinations are listed in Table 1. Reportable ranges for each antimicrobial are listed in Table 2.

    To start an analysis approximately 1 mL of a positive blood culture, confirmed Gram-negative by Gram stain is pipetted into the ASTar Cartridge by the operator and loaded into the system, from which the system purifies and quantifies the bacterial concentration is adjusted to the appropriate inoculum concentration and produces an inoculum for analysis of non-fastidious organisms. The bacterial suspensions are transferred automatically to the ASTar Disc and antimicrobial susceptibility testing is performed based on a defined short-term protocol. Results are available within approximately six hours. Bacterial growth and response to relevant concentrations of different antimicrobial drugs are measured throughout the incubation period, using a high-performance optical detection system in combination with image analysis algorithms. The system generates an MIC and further qualitative susceptibility results (i.e., S, I, R) for the tested antimicrobials when applicable. The qualitative results are determined based on established breakpoints stipulated by applicable authorities, i.e., FDA, CLSI or EUCAST. FDA Susceptibility Testing Interpretive Criteria (STIC), aka "breakpoints" are found in Table 3.

    AI/ML Overview

    The provided text describes the performance characteristics of the ASTar BC G- Kit and ASTar Instrument, primarily focusing on its antimicrobial susceptibility testing (AST) capabilities. While it details various studies, it does not describe an AI/ML device that utilizes a test set with ground truth experts. Instead, it describes a medical device for in vitro quantitative determination of antimicrobial susceptibility based on time-lapse microscopy imaging.

    Therefore, many of the requested points, such as "number of experts used to establish ground truth," "adjudication method," "MRMC comparative effectiveness study," "standalone (algorithm only) performance," and "sample size for the training set" (for an AI model), are not applicable to this document as it does not describe an AI/ML-driven diagnostic device in the traditional sense.

    However, I will extract relevant information about the device's acceptance criteria and studies to the best of my ability, interpreting "acceptance criteria" as performance metrics for this type of medical device.

    Key Information from the Document:

    The ASTar System is an automated system for antimicrobial susceptibility testing (AST) that uses high-speed, time-lapse microscopy imaging of bacteria to determine Minimum Inhibitory Concentration (MIC) and qualitative susceptibility results (S, I, R).

    1. A table of acceptance criteria and the reported device performance

    The document defines acceptance criteria primarily through performance metrics like Essential Agreement (EA) and Category Agreement (CA) compared to a reference method (frozen Broth Micro-Dilution, BMD), along with rates for Very Major (VMJ) discordant results, Major (MAJ) discordant results, and Minor (MIN) discordant results.

    While a single explicit "acceptance criteria table" is not provided with specific pass/fail percentages before results, the overall performance table (Table 16) implicitly represents the success or failure against internal performance goals. The FDA's Special Controls guidance (referenced in 8.5.8) would typically outline such criteria. Based on the "Conclusions" section, the device was deemed "substantially equivalent," implying these metrics were acceptable.

    Here's a summary of the reported device performance from Table 16, which reflects the met acceptance criteria for the clinical study:

    Table: Reported Device Performance (Summary from Table 16)

    Antimicrobial Combination (Example)Measured EA %Measured CA %VMJMAJMIN
    Amikacin (Enterobacterales)94.7898.91005
    Amikacin (Pseudomonas aeruginosa)92.1996.88002
    Ampicillin (Enterobacterales)97.4697.88023
    Ampicillin-sulbactam (Enterobacterales)97.5389.660145
    Aztreonam (Enterobacterales)96.5596.864016
    Cefazolin (Klebsiella pneumoniae)96.4387.861115
    Cefepime (Enterobacterales)95.0996.20222
    Cefepime (Pseudomonas aeruginosa)93.7589.06430
    Ceftazidime (Enterobacterales)89.4496.722214
    Ceftazidime-avibactam (Enterobacterales)92.5899.13110
    Ceftazidime-avibactam (Pseudomonas aeruginosa)100100000
    Cefuroxime (Enterobacterales)94.3896.493120
    Ciprofloxacin (Enterobacterales)97.5596.252618
    Ciprofloxacin (Pseudomonas aeruginosa)96.4382.14005
    Gentamicin (Enterobacterales)95.2897.110110
    Gentamicin (Pseudomonas aeruginosa)93.7596.88002
    Levofloxacin (Enterobacterales)98.2495.022329
    Levofloxacin (Pseudomonas aeruginosa)92.8682.14005
    Meropenem (Acinetobacter baumannii)95.6593.48003
    Meropenem (Enterobacterales)90.2998.24303
    Meropenem (Pseudomonas aeruginosa)91.67100000
    Meropenem-vaborbactam (Enterobacterales)96.9898.94007
    Piperacillin-tazobactam (Enterobacterales)93.3294.333520
    Tigecycline (Enterobacterales)96.0397.462014
    Tobramycin (Enterobacterales)92.6692.372124
    Trimethoprim-sulfamethoxazole (Enterobacterales)95.9498.89150

    *Note: Some "poor performance" combinations (EA 95% of MIC values within ±1 doubling dilution of the mode MIC of initial samples (loaded 95% pass rate as compared to control samples without interfering antibiotics.

    Interfering Antibiotics Performance (Table 13):

    • All six evaluated antibiotic/BCB-combinations had overall pass rates of 96.2% to 100%. Some individual combinations fell below 90% (e.g., Cefotaxime / BACTEC: Trimethoprim-sulfamethoxazole 77.8%), but the overall criterion (per combination type) was met.

    Carry Over and Cross Contamination Acceptance Criteria: (Implicitly, close to 100% pass rate expected)

    • MIC for the susceptible isolate for each antimicrobial must be within ±1 doubling dilution of the control mode MIC to pass.

    Carry Over and Cross Contamination Performance:

    • 99.7% pass rate (307/308) for susceptible isolate MIC value. No carry over or cross contamination observed.

    Set Inoculum for AST Acceptance Criteria:

    • For starting bacterial concentration >5 x 10^7 CFU/mL, assess and adjust successfully at high rate, producing an inoculum within acceptance ranges.
    • For concentrations 5 x 10^7 CFU/mL: 95.8% (23/24) completed concentration adjustment, and 100% (23/23) of those produced an inoculum within acceptance ranges.
    • For samples with starting bacterial concentration 5 x 10^6 to
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