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510(k) Data Aggregation

    K Number
    K160462
    Date Cleared
    2016-03-17

    (27 days)

    Product Code
    Regulation Number
    866.3970
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Device Name :

    FilmArray Meningitis/Encephalitis (ME) Panel for use with FilmArray Torch

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

    The FilmArray Meningitis/Encephalitis (ME) Panel is a qualitative multiplexed nucleic acid-based in vitro diagnostic test intended for use with FilmArray, FilmArray Torch systems. The FilmArray ME Panel is capable of simultaneous detection and identification of multiple bacterial, viral, and yeast nucleic acids directly from cerebrospinal fluid (CSF) specimens obtained via lumbar puncture from individuals with signs and/or symptoms of meningitis and/or encephalitis. The following organisms are identified using the FilmArray ME Panel:

    Bacteria:

    • · Escherichia coli K 1
    • · Haemophilus influenzae
    • · Listeria monocytogenes
    • · Neisseria meningitidis (encapsulated)
    • · Streptococcus agalactiae
    • Streptococcus pneumoniae

    Viruses:

    • · Cytomegalovirus
    • · Enterovirus
    • Herpes simplex virus 1
    • Herpes simplex virus 2
    • · Human herpesvirus 6
    • Human parechovirus
    • Varicella zoster virus

    Yeast:

    • · Cryptococcus neoformans/gattii
      The FilmArray ME Panel is indicated as an aid in the diagnosis of meningitis and/or encephalitis and results are meant to be used in conjunction with other clinical, epidemiological, and laboratory data. Results from the FilmArray ME Panel are not intended to be used as the sole basis for diagnosis, treatment, or other patient management decisions. Positive results do not rule out co-infection with organisms not included in the agent detected may not be the definite cause of the disease. Negative results do not preclude central nervous system (CNS) infection. Not all agents of CNS infection are detected by this test and sensitivity in clinical use may differ from that described in the package insert.

    The FilmArray ME Panel is not intended for testing of specimens collected from indwelling CNS medical devices.

    The FilmArray ME Panel is intended to be used in conjunction with standard of care culture for organism recovery, serotyping, and antimicrobial susceptibility testing.

    Device Description

    The FilmArray Meningitis/Encephalitis (ME) Panel is a multiplex nucleic acid test designed to be used with FilmArray systems. The FilmArray ME pouch contains freeze-dried reagents to perform nucleic acid purification and nested, multiplex PCR with DNA melt analysis. The FilmArray Meningitis/Encephalitis (ME) Panel simultaneously conducts 14 tests for the identification of potential CNS pathogens from CSF specimens obtained via lumbar puncture (Table 1). Results from the FilmArray ME Panel test are available within about one hour.

    A test is initiated by loading Hydration Solution into one port of the FilmArray pouch and a CSF sample mixed with the provided Sample Buffer into the other port of the FilmArray ME pouch and placing it in the FilmArray Instrument. The pouch contains all of the reagents required for specimen testing and analysis in a freeze-dried format; the addition of Hydration Solution and Sample/Buffer Mix rehydrates the reagents. After the pouch is prepared, the FilmArray Software guides the user through the steps of placing the instrument, scanning the pouch barcode, entering the sample identification, and initiating the run.

    The FilmArray instrument contains a coordinated system of inflatable bladders and seal points, which act on the pouch to control the movement of liquid between the pouch blisters. When a bladder is inflated over a reagent blister, it forces liquid from the blister into connecting channels. Alternatively, when a seal is placed over a connecting channel it acts as a valye to open or close a channel. In addition, electronically controlled pneumatic pistons are positioned over multiple plungers in order to deliver the rehydrated reagents into the blisters at the appropriate times. Two Peltier devices control heating and cooling of the pouch to drive the PCR reactions and the melt curve analysis.

    Nucleic acid extraction occurs within the FilmArray pouch using mechanical and chemical lysis followed by purification using standard magnetic bead technology. After extracting and purifying nucleic acids from the unprocessed sample, a nested multiplex PCR is executed in two stages. During the first stage, a single, large volume, highly multiplexed reverse transcription PCR (rt-PCR) reaction is performed. The products from first stage PCR are then diluted and combined with a fresh, primer-free master mix and a fluorescent double stranded DNA binding dye (LC Green® Plus, BioFire Defense, LLC). The solution is then distributed to each well of the array. Array wells contain sets of primers designed specifically to amplify sequences internal to the PCR products generated during the first stage PCR reaction. The 21d stage PCR, or nested PCR, is performed in each well of the array. At the conclusion of the 21d stage PCR, the array is interrogated by melt curve analysis for the detection of signature amplicons denoting the presence of specific targets. A digital camera placed in front of the array captures fluorescent images of the PCR2 reactions and software interprets the data.

    The FilmArray software automatically interprets the results of each DNA melt curve analysis and combines the data with the results of the internal pouch controls to provide a test result for each organism on the panel.

    AI/ML Overview

    Here's the breakdown of the acceptance criteria and study information for the FilmArray Meningitis/Encephalitis (ME) Panel when used with the FilmArray Torch system, based on the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document doesn't explicitly state "acceptance criteria" in a table format with specific thresholds. Instead, it describes performance in terms of reproducible detection at LoD (Limit of Detection) and agreement with expected negative results.

    Performance MetricAcceptance Criteria (Implied)Reported Device Performance
    Reproducible detection at LoD (1x LoD)≥ 95% (common industry standard for LoD reproducibility)≥ 95.6% of samples tested for each analyte on FilmArray Torch systems
    Agreement with expected negative results> 95% (common industry standard for specificity/negative agreement)> 98% for each analyte

    Note: The acceptance criteria in the "Implied" column are based on common industry practices for diagnostic assay performance and reproducibility, as the document doesn't provide explicit numerical targets directly labeled as "acceptance criteria."

    2. Sample Size Used for the Test Set and Data Provenance

    • Sample Size: 30 replicates per analyte per system, tested on three complete FilmArray Torch systems, resulting in a total of 90 replicates per analyte.
    • Data Provenance: The study involved contrived samples containing each FilmArray ME Panel analyte at low positive levels (1x LoD) and expected negative results. The document does not specify the country of origin, but given the submission to the FDA, it's likely the testing was conducted in the US. This was a prospective study, as samples were specifically prepared and tested to evaluate the new instrument.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Their Qualifications

    The document does not mention the use of experts to establish ground truth for this particular study. The ground truth for the test set was established by the contrived nature of the samples, meaning the researchers intentionally prepared samples with known positive (at 1x LoD) and negative results.

    4. Adjudication Method for the Test Set

    Since the ground truth was established by preparing contrived samples with known concentrations (1x LoD) or known absence of analytes, there was no adjudication method described or necessary. The "ground truth" was inherent in the sample preparation.

    5. If a Multi Reader Multi Case (MRMC) Comparative Effectiveness Study was Done

    No, an MRMC comparative effectiveness study was not done. This study focused on verifying the performance of the existing FilmArray ME Panel when used with a new instrument system (FilmArray Torch). It was not designed to assess human reader performance with or without AI assistance.

    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    Yes, a standalone performance study was done. The described performance evaluation tests the FilmArray ME Panel (an in vitro diagnostic device with an automated test interpretation algorithm) on the FilmArray Torch system directly. The results are automatically interpreted by the FilmArray software, and the user "cannot access raw data," indicating an algorithm-only or standalone performance evaluation.

    7. The Type of Ground Truth Used

    The ground truth used was based on contrived samples with known positive (1x LoD) and negative results. This is a form of analytical truth established by precise sample preparation.

    8. The Sample Size for the Training Set

    The document does not provide information on the sample size for the training set. This K160462 submission is for a special 510(k) to add a new instrument (FilmArray Torch) for an already cleared device (FilmArray ME Panel, cleared under DEN150013). Therefore, the reagent kit and its underlying algorithm were presumably developed and trained prior to this submission, and that information is not detailed here.

    9. How the Ground Truth for the Training Set Was Established

    Similarly, the document does not describe how the ground truth for the training set was established. This information would have been part of the original 510(k) submission (DEN150013) for the FilmArray ME Panel itself, which is not provided in this excerpt.

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    K Number
    DEN150013
    Date Cleared
    2015-10-08

    (182 days)

    Product Code
    Regulation Number
    866.3970
    Type
    Direct
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Device Name :

    FilmArray Meningitis/Encephalitis(ME) Panel

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

    The FilmArray Meningitis/Encephalitis (ME) Panel is a qualitative multiplexed nucleic acid-based in vitro diagnostic test intended for use with FilmArray and FilmArray 2.0 systems. The FilmArray ME Panel is capable of simultaneous detection and identification of multiple bacterial, viral, and yeast nucleic acids directly from cerebrospinal fluid (CSF) specimens obtained via lumbar puncture from individuals with signs and/or symptoms of meningitis and/or encephalitis. The following organisms are identified using the FilmArray ME Panel:

    Bacteria:
    Escherichia coli K1 Haemophilus influenzae Listeria monocytogenes Neisseria meningitidis (encapsulated) Streptococcus agalactiae Streptococcus pneumoniae

    Viruses: Cytomegalovirus Enterovirus Herpes simplex virus 1 Herpes simplex virus 2 Human herpesvirus 6 Human parechovirus Varicella zoster virus
    Yeast:

    Cryptococcus neoformans/gattii

    The FilmArray ME Panel is indicated as an aid in the diagnosis of specific agents of meningitis and/or encephalitis and results are meant to be used in conjunction with other clinical, epidemiological, and laboratory data.

    Results from the FilmArray ME Panel are not intended to be used as the sole basis for diagnosis, treatment, or other patient management decisions. Positive results do not rule out co-infection with organisms not included in the FilmArray ME Panel. The agent detected may not be the definite cause of the disease. Negative results do not preclude central nervous system (CNS) infection. Not all agents of CNS infection are detected by this test and sensitivity in clinical use may differ from that described in the package insert.

    The FilmArray ME Panel is not intended for testing of specimens collected from indwelling CNS medical devices.

    The FilmArray ME Panel is intended to be used in conjunction with standard of care culture for organism recovery, serotyping, and antimicrobial susceptibility testing.

    Device Description

    The FilmArray ME Panel is a multiplex nucleic acid-based test designed to be used with FilmArray or FilmArray 2.0 system ("FilmArray systems" or "FilmArray instruments"). The FilmArray ME panel includes a FilmArray ME Panel pouch which contains freeze-dried reagents to perform nucleic acid purification and nested, multiplex polymerase chain reaction (PCR) with DNA melt analysis. The FilmArray ME Panel simultaneously conducts 14 tests for the identification of potential CNS pathogens from CSF specimens obtained via lumbar puncture. Results from the FilmArray ME Panel are available within about one hour.

    A test is initiated by loading Hydration Solution into one port of the pouch and a CSF sample mixed with the provided Sample Buffer ampoules into the other port of the pouch and placing it in the FilmArray Instrument. The pouch contains all of the reagents required for specimen testing and analysis in a freeze-dried format; the addition of Hydration Solution and the Sample Buffer rehydrates the reagents. After the pouch is prepared, the FilmArray Software on the FilmArray systems guides the user though the steps of placing the instrument, scanning the pouch barcode, entering the sample identification, and initiating the run on the FilmArray systems.

    The FilmArray instruments contain a coordinated system of inflatable bladders and seal points, which act on the pouch to control the movement of liquid between the pouch blisters. When a bladder is inflated over a reagent blister, it forces liquid from the blister into connecting channels. Alternatively, when a seal is placed over a connecting channel it acts as a valve to open or close a channel.

    Nucleic acid extraction occurs within the pouch using mechanical and chemical lysis followed by purification using standard magnetic bead technology. After extracting and purifying nucleic acids from the unprocessed sample, a nested multiplex PCR is executed in two stages. The solution is then distributed to each well of the array. Array wells contain sets of primers designed specifically to amplify sequences internal to the PCR products generated during the first stage PCR reaction. The 2nd stage PCR, or nested PCR, is performed in each well of the array. At the conclusion of the 2nd stage PCR, the array is interrogated by melt curve analysis for the detection of signature amplicons denoting the presence of specific targets. A digital camera placed in front of the array captures fluorescent images of the PCR2 reactions and software interprets the data.

    The FilmArray software automatically interprets the results of each DNA melt curve analysis and combines the data with the results of the internal pouch controls to provide a test result for each organism on the panel.

    AI/ML Overview

    This document describes the evaluation of the FilmArray Meningitis/Encephalitis (ME) Panel for a De Novo classification. It includes information on analytical and clinical studies to demonstrate the device's performance.

    Here's the breakdown of the acceptance criteria and study information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are not explicitly stated as strict numerical thresholds in the provided text for all performance metrics. However, they are implied through the detailed reporting of study results and statements like "The overall success rate for initial specimen tests in the prospective study was 98.9%" or "Overall PPA for clinical and contrived specimens combined was 97.5% with the lower bound of the two-sided 95% confidence interval (95% CI) at 92.9%, and overall NPA was 99.7% with the lower bound of the two-sided 95% CI at 99.3%." For analytical studies, acceptance criteria like "a minimum of 9/10 replicates detected" for specimen stability or "Delta Tm values between the two systems were less than or equal to 0.4℃... passed the study acceptance criteria of less than 0.5℃" are explicitly mentioned.

    For the purpose of this table, I will use the clinical performance reported as the "device performance" and extract the implied acceptance criteria where possible.

    Metric (Implied Acceptance Criteria)Device Performance (FilmArray ME Panel) - OverallComments
    Clinical Performance (Prospective Study)
    Overall Positive Percent Agreement (PPA) (for all analytes in clinical and contrived specimens combined)97.5% (95% CI: 92.9-99.2%)Based on comparison to comparator methods (culture for bacteria, PCR with bi-directional sequencing for viruses/yeast). This combines both clinical and contrived specimens from the comparison studies.
    Overall Negative Percent Agreement (NPA) (for all analytes in clinical and contrived specimens combined)99.7% (95% CI: 99.3-99.9%)Based on comparison to comparator methods.
    Analytical Reproducibility (FilmArray System)
    Initially Valid Runs98.4% (360/366)
    Agreement with Expected Results (at 1x LoD for various organisms during reproducibility)Ranges from 86.7% to 100%Specific criteria often stated as "minimum 9/10 replicates detected" for analytical studies.
    Tm Standard Deviations (for positive results)≤ 0.5℃ for all analytesThe reported performance of ≤ 0.5℃ for all analytes meets the internal acceptance criterion.
    Analytical Reproducibility (FilmArray 2.0 System)
    Initially Valid Runs98.6% (360/365)
    Agreement with Expected Results (at 1x LoD for various organisms during reproducibility)Ranges from 93.3% to 100%Specific criteria often stated as "minimum 9/10 replicates detected" for analytical studies.
    Tm Standard Deviations (for positive results)≤ 0.5℃ for all analytesThe reported performance of ≤ 0.5℃ for all analytes meets the internal acceptance criterion.
    Analytical Limit of Detection (LoD)
    Detection at LoD ConcentrationMostly 20/20 (100%), some 19/20 (95%)The LoD was confirmed for all analytes on both systems, indicating successful detection at the established LoD.
    Analytical Inclusivity
    Detection of tested isolates at 1x to 3x LoDMajority positive results at specified concentrationsOne HPeV strain detected at 10x LoD. In silico analysis was used for less common strains.
    Specimen Stability
    Detection for stored samples (e.g., 1 day ambient, 1, 3, 7 days refrigerated)9/10 or 10/10 replicates detectedStudy acceptance criteria: minimum of 9/10 replicates detected.
    Mean Cp values (between control and stored samples)Consistent (within expected system variability)
    Clinical Comparison (FilmArray vs. FilmArray 2.0)
    Delta Tm values between the two systems≤ 0.4℃ for all analytesPassed study acceptance criteria of
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