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510(k) Data Aggregation

    K Number
    K070310
    Date Cleared
    2008-03-31

    (424 days)

    Product Code
    Regulation Number
    866.3210
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The B.R.A.H.M.S PCT sensitive KRYPTOR® is designed for automated detection of PCT (procalcitonin) in human serum or plasma (EDTA, heparin) samples by the immunofluorescent B·R·A·H·M·S PCT sensitive KRYPTOR® assay.

    The B·R·A·H·M·S PCT sensitive KRYPTOR® is intended for use in conjunction with other laboratory findings and clinical assessments to aid in the risk assessment of critically ill patients on their first day of ICU admission for progression to severe sepsis and septic shock.

    Device Description

    The B-R-A-H-M-S PCT sensitive KRYPTOR® assay is a homogeneous sandwich immunoassay for detection of PCT in human serum or plasma. The BrR.A.H.M.S KRYPTOR® analyzer is a fully automated system. The B·R·A·H·M·S KRYPTOR® analyzer is a closed system and can only operate utilizing special reagents provided by B.R.A.H.M.S Aktiengesellschaft. The measuring principle is based on Time-Resolved Amplified Cryptate Emission (TRACE®) technology, which measures the signal that is emitted from an immunocomplex with time delay.

    The basis of the TRACE® technology is a non-radiative energy transfer from a donor [a cage-like structure with a europium ion in the center (cryptate)] to an acceptor (XL 665). The proximity of donor (cryptate) and acceptor (XL 665) in a formed immunocomplex and the spectral overlap between donor emission and acceptor absorption spectra on the one hand intensifies the fluorescent signal and on the other hand extends the life span of the acceptor signal, allowing for the measurement of temporally delayed fluorescence.

    After the sample to be measured has been excited with a nitrogen laser at 337 nm, the donor (cryptate) emits a long-life fluorescent signal in the milli-second range at 620 nm, while the acceptor (XL 665) generates a short-life signal in the range of nanoseconds at 665 nm. When both components are bound in an immunocomplex, both the signal amplification and the prolonged life span of the acceptor signal occur at 665 nm, and the life is in the microsecond range. This delayed acceptor signal is proportional to the concentration of the analyte to be measured.

    The specific fluorescence which is proportional to the antigen concentration is obtained through a double selection: spectral (separation depending on wave-length) and temporal (time resolved measurement). This enables an exclusive measurement of the signal emitted by the immunological complex and the ratio between the two wave-lengths (665/620) allows a real-time correction of the variations in optic transmission from the medium.

    AI/ML Overview

    Here's a summary of the acceptance criteria and the study details for the B·R·A·H·M·S PCT sensitive KRYPTOR® Test System, based on the provided 510(k) summary:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria CategorySpecific MetricAcceptance Criteria (Not explicitly stated as such, but inferred from reporting)Reported Device Performance (B·R·A·H·M·S PCT sensitive KRYPTOR®)
    Analytical SensitivityLimit of Detection (LOD)Not explicitly stated as an AC; implied to be low.0.02 ng/ml
    Functional Assay Sensitivity (FAS)Lowest concentration with acceptable precisionNot explicitly stated as an AC; implied to be low.0.06 ng/ml
    PrecisionTotal Precision (%CV)Not explicitly stated as an AC; implied to be within acceptable clinical ranges.3.2 - 13.4 % CV
    Within-Run Precision (%CV)Not explicitly stated as an AC; implied to be within acceptable clinical ranges.1.0 - 13.6 % CV
    High Dose Hook EffectAbility to detect high concentrations and allow dilutionNot explicitly stated as an AC; implied to handle high values.Detects > 50 ng/ml up to 5000 ng/ml (with automatic re-assay after dilution)
    InterferenceNo effect on performance from common interfering substancesNot explicitly stated as an AC; implied to demonstrate non-interference.No effect found from bilirubin, hemoglobin, triglycerides, albumin, PCT-similar amino acid sequences, and common drugs for septic/COPD patients.
    Method Comparison (vs. Predicate Device)Correlation with predicate device (B·R·A·H·M·S PCT LIA)"Nearly perfect correlation" (implied strong statistical correlation)Passing-Bablock: y = 0.95x + 0.03, R-squared = 0.98
    Expected Values (Normal Subjects)PCT concentration in healthy individualsNot explicitly stated as an AC; implied to be low.< 0.1 ng/ml (146 out of 151 subjects)

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

    • Sample Size (Method Comparison): 184 samples.
    • Data Provenance: The samples were collected from three (3) sites. The country of origin is not specified, but the applicant is based in Germany with a US contact. The mention of "patients" and "clinical situations" suggests these were clinical samples. The study involved a comparison between a new device and a marketed predicate, indicating it was likely a retrospective analysis of previously collected samples or prospectively collected samples analyzed by both methods.

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

    • Not Applicable / Not Provided: For this type of in vitro diagnostic device (immunoassay), the "ground truth" for the test set (method comparison) is the measurement result from the predicate device (B·R·A·H·M·S PCT LIA). Clinical "ground truth" for disease progression to severe sepsis/septic shock is based on consensus criteria (American College of Chest Physicians/Society of Critical Care Medicine), not individual expert adjudication of assay results. The device itself provides a quantitative measurement.

    4. Adjudication Method for the Test Set

    • Not Applicable: As this is an in vitro diagnostic device providing quantitative measurements, there is no direct expert adjudication method applied to the test results in the way it would be for image analysis or subjective clinical assessments. The comparison is between two quantitative assays.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    • No: This is an in vitro diagnostic assay, not a medical imaging device or a diagnostic requiring human interpretation of complex data (beyond reading a number). Therefore, an MRMC study is not relevant or performed. The device provides a standalone quantitative result.

    6. Standalone Performance Study (Algorithm only without human-in-the-loop performance)

    • Yes, this is a standalone performance study. The B·R·A·H·M·S PCT sensitive KRYPTOR® is a fully automated system that measures PCT concentrations in human serum or plasma. Its performance for analytical sensitivity, functional assay sensitivity, precision, high dose hook effect, interference, and method comparison are all intrinsic to the device and assay reagents themselves, without human intervention in the measurement process. The "Interpretation of Results" section provides guidance on how clinicians should use the standalone PCT results in conjunction with other laboratory findings and clinical assessments.

    7. Type of Ground Truth Used

    • Method Comparison: The "ground truth" for the method comparison study was the measurements obtained from the legally marketed predicate device, the B·R·A·H·M·S PCT LIA assay. This is a comparative "truth" to an established method.
    • Clinical Relevance: The interpretation of results (e.g., PCT > 2 ng/ml indicates high risk) implicitly relies on established clinical consensus criteria for severe sepsis and septic shock (American College of Chest Physicians/Society of Critical Care Medicine) as the clinical ground truth against which the PCT values are correlated to assess risk.

    8. Sample Size for the Training Set

    • Not explicitly provided/applicable in the same way: For in vitro diagnostic assays, especially those based on established immunofluorescence technology like TRACE®, the concept of a "training set" for an algorithm in the machine learning sense is not directly applicable. The assay formulation, antibody selection, and calibration are developed through R&D, not typically "trained" on a large dataset in the way an AI algorithm would be. The document describes the device's components and underlying technology rather than a data-driven training process.

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

    • Not explicitly provided/applicable: As mentioned above, the assay's development isn't described in terms of a "training set" and "ground truth" in an AI/machine learning context. The "ground truth" in assay development is typically established through rigorous analytical verification and validation against known standards, spiked samples, and comparison with reference methods or clinically characterized samples during the research and development phases of the assay itself. The given document focuses on the validation of the finalized device.
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    K Number
    K040887
    Date Cleared
    2005-01-07

    (277 days)

    Product Code
    Regulation Number
    866.3210
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The B.R.A.H.M.S.PCT LIA is an immunoluminometric assay (ILMA) used to determine the concentration of PCT (procalcitonin) in human serum and plasma.

    The B.R.A.H.M.S PCT LIA is intended for use in conjunction with other laboratory findings and clinical assessments to aid in the risk assessment of critically ill patients on their first day of ICU admission for progression to severe sepsis and septic shock.

    Device Description

    B-R A-H-S PCT LIA is an immunoluminometric assay (ILMA) used to determine the concentration of Procalcitonin (PCT) in human serum and plasma. Two antigen-specific monoclonal antibodies that bind PCT (the antigen) at two different binding sites (the calcitonin and katacalcin segments) are added in excess. One of these antibodies is luminescence labeled (the tracer), and the other is fixed to the inner walls of the tube (coated tube system). During the course of incubation, both antibodies react with PCT molecules in the sample to form "sandwich complexes". As result the luminescence labeled antibody is bound to the inner surface of the tube. Once the reaction is completed, the excess tracer is completely removed from the tube and discarded. Then, the amount of residual tracer on the test-tube wall is quantified by measuring the luminescence signal using a suitable luminometer and the B·R·A·H·M·S Basiskit LIA reagents. The intensity of the luminescence signal (RLU) is directly proportional to the PCT concentration in the sample. After a standard curve has been established using standards with known antigen concentrations (calibrated against recombinant intact human PCT), the unknown PCT concentrations in patient serum or plasma samples can then be quantitated by comparison of test values with the curve.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study details for the B·R·A·H·M·S PCT LIA device, based on the provided 510(k) summary:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state "acceptance criteria" in a codified format with target values. Instead, it presents performance characteristics and clinical study results that demonstrate the device's utility for its intended use. I will present the performance characteristics provided as "reported device performance."

    Performance CharacteristicReported Device Performance
    Analytical Sensitivity0.1 ng/ml
    Functional Assay Sensitivity (FAS)0.3 ng/ml
    Total Precision (%CV)5.3 - 16.6 % CV
    Within Run Precision (%CV)2.4 - 10 % CV
    High Dose Hook EffectDoes not have an effect on patient assignment to reference ranges for PCT concentrations up to 4000 ng/ml. (If a PCT result above the highest standard is obtained, samples should be diluted and re-run.)
    InterferenceNo interference from tested substances at specified concentrations (Bilirubin, Triglyceride, Hemoglobin, Protein (Albumin), Imipenem, Cefotaxim, Vancomycin, Dopamine, Noradrenaline, Dobutamine, Heparin, Furosemide, Calcitonin, Katacalcin, a-CGRP, β-CGRP, Calcitonin Salmon, Calcitonin Eel).
    Clinical Interpretation (PCT > 2.0 ng/ml)Represents a high risk for progression to severe sepsis and/or septic shock on the first day of ICU admission.
    Clinical Interpretation (PCT < 0.5 ng/ml)Represents a low risk for progression to severe sepsis and/or septic shock on the first day of ICU admission. (Does not exclude infection, especially localized or very early infections).
    Clinical Interpretation (PCT 0.5-2.0 ng/ml)Should be reviewed carefully considering clinical background.
    Expected ValuesIn normal subjects, PCT concentrations are < 0.3 ng/ml (143 out of 144 healthy subjects had values < 0.3 ng/ml).

    2. Sample Size for the Test Set and Data Provenance

    The "test set" in this context refers to the clinical study populations.

    • Study 1:
      • Sample Size: 101 consecutive critically ill patients.
      • Data Provenance: Medical ICU in Switzerland. Retrospective or prospective is not explicitly stated in the summary itself, but the reference "Müller B. et al., Crit. Care Med. 2000; 28(4): 977-983" suggests it's a published, likely prospective, clinical study. The summary explicitly states "controlled prospective studies."
    • Study 2:
      • Sample Size: 78 consecutive critically ill patients.
      • Data Provenance: Medical and surgical ICU in Switzerland. Prospective.

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

    The document does not provide details on the number or qualifications of experts used to establish the "ground truth" for the clinical classifications (SIRS/Sepsis, Severe Sepsis, Septic Shock). The classification of patients into these categories would typically be based on established clinical criteria and diagnosis by attending physicians or critical care specialists. The referenced studies (Müller et al. and Harbarth et al.) would have detailed their methodology for patient classification.

    4. Adjudication Method for the Test Set

    The document does not describe a formal "adjudication method" for the clinical classifications. Patient classification into SIRS/Sepsis, Severe Sepsis, or Septic Shock was presumably done according to standard clinical diagnostic criteria at the time of the studies, likely by the clinicians managing the patients.

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

    No. This was not an MRMC comparative effectiveness study. This device is an in vitro diagnostic assay that provides a quantitative measurement (PCT concentration). The studies evaluated the diagnostic utility of this quantitative measurement in aiding risk assessment, not the performance improvement of human readers with or without AI assistance.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done

    Yes, in essence. The B·R·A·H·M·S PCT LIA is a standalone diagnostic assay. Its performance output is the PCT concentration, which is then interpreted by clinicians based on established thresholds and along with other clinical findings. The studies presented demonstrate the performance of the assay results in correlation with clinical outcomes (progression to severe sepsis/septic shock).

    7. The Type of Ground Truth Used

    The ground truth used for the clinical studies was clinical diagnosis and patient outcomes as defined by:

    • SIRS (Systemic Inflammatory Response Syndrome), Sepsis, Severe Sepsis, and Septic Shock based on established clinical criteria at the time of the studies.
    • Progression to severe sepsis and septic shock as observed in the critically ill patient populations.

    8. The Sample Size for the Training Set

    The document does not specify a separate "training set" for the clinical performance evaluation. The two studies (Study 1 with 101 patients and Study 2 with 78 patients) are presented as the clinical validation for the device's intended use.

    For the assay's technical performance (e.g., sensitivity, precision, interference), these types of studies typically involve a series of laboratory experiments using controlled samples (e.g., spiked samples, known concentrations), rather than a "training set" in the machine learning sense. The "standards" (S1-S6) and "controls" (K1, K2) mentioned in the reagents section are used for calibrating and quality control of the assay itself.

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

    As there is no distinct "training set" identified for clinical performance in the machine learning sense, this question is not fully applicable. For the technical performance aspects (e.g., calibration, linearity, precision), the ground truth is established through:

    • Known concentrations of PCT (recombinant PCT used for standards S1-S6).
    • Controlled spiking of interfering substances at defined concentrations.
    • NCCLS testing guidelines for analytical and functional sensitivity, and precision, which involve standardized procedures and reference materials.
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