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510(k) Data Aggregation

    K Number
    K121140
    Date Cleared
    2012-08-22

    (128 days)

    Product Code
    Regulation Number
    862.1665
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    PROLYTE ELECTROLYTE ANALYZER

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

    The PROLYTE Electrolyte Analyzer Na*/K*/Cli/Li is designed for clinical laboratory use by laboratory professionals to assess the levels of Sodium, Potassium, Chloride and Lithium found in whole blood, serum, plasma, and urine of patients. The analysis is performed in-vitro, and neither the analyzer nor any of its components come in contact with the patient.

    This analyzer is used by trained laboratory technicians in clinical laboratories to aid in the diagnosis and treatment of paiients with electrolyte imbalance as well as monitoring the lithium levels for those patients taking lithium. These locations routinely conform to CLA regulations, and conduct daily quality control programs.

    The PROLYTE is an automated, microprocessor-controlled analyzer which utilizes ion-selective electrodes for the measurement of sodium, potassium, chloride and lithium in whole blood, plasma, serum, and urine samples.

    The PROLYTE Sodium Assay is intended to measure sodium in whole blood, plasma, serum, and urine on the PROLYTE Electrolyte Analyzer Na 7K 7CI/Li. Measurements obtained by this device are used to monitor electrolyte balance in the diagnosis and treatment of aldosteronism (excessive secretion of the hormone aldosterone), diabetes insipidus (chronic excretion of dilute urine, accompanied by extreme thirst), adrenal hypertension, Addison's disease (caused by destruction of the adrenal glands), dehydration, inappropriate antidiuretic hormone secretion, or other diseases involving electrolyte imbalance.

    The PROLYTE Potassium Assay is intended to measure potassium in whole blood, plasma, serum, and urine on the PROLYTE Electrolyte Analyzer Na */K */C//Li. Measurements obtained by this device are used to monitor electrolyte balance in the diagnosis and treatment of diseases conditions characterized by low or high blood potassium levels.

    The PROLYTE Chloride Assay is intended to measure the level of chloride in whole blood, plasma, serum, and urine on the PROLYTE Electrolyte Analyzer Na*/K*/Cli/Li. Chloride measurements are used in the diagnosis and treatment of electrolyte and metabolic disorders such as cystic fibrosis and diabetic acidosis.

    The PROLYTE Lithium test system is intended to measure lithium (from the drug lithium carbonate) in whole blood, plasma, or serum on the PROLYTE Electrolyte Analyzer Na*/K*/Cl'/Li. Measurements of lithium are used to assure that the proper drug dosage is administered in the treatment of patients with mental disturbances, such as manic-depressive illness (bipolar disorder).

    It is For In Vitro Diagnostic Use.

    Device Description

    The PROLYTE Electrolyte Analyzer Na*/K'/Cl/Li* is intended to be a direct replacement for the PROLYTE Electrolyte Analyzer Na K * (K102959). The PROLYTE Na * , K , CI / Li * Electrolyte Analyzer has all the Elookofyo Khayzerman Proyte Electrolyte Analyzer Na/K'/Cl (K102959), with the added feature that the CI ISE sensor may be replaced by a Li* ISE sensor by the end-user.

    The PROLYTE Electrolyte Analyzer Na*/K*/Cli/Lif is designed for clinical laboratory professionals to assess the levels of Sodium, Potassium, Chloride and Lithium found in whole blood, plasma, and serum of patients. Sodium, Potassium, and Chloride are also assessed in urine of patients. The analysis and scrum of pairons. Ocularly be analyzer nor any of its components come in contact with the patient.

    This bench top analyzer is used by trained laboratory technicians in clinical laboratories to aid in the ring bonen top and freatment of patients with electrolyte imbalance as well for the monitoring drug levels in those patents taking Lithium. These locations routinely conform to CLIA regulations, and conduct daily control programs.

    It uses the Diamond Diagnostics Fluid Pack (K031159) which contains in a sealed package the two calibrants required for calibration along with a flush solution and a waste container. The analyzer can be programmed to self-calibrate at set intervals or on request. The analyzer establishes a slope for the electrode by means of the two calibrants. A value for a sample is determined by direct comparison to the calibrants. Mission Controls (K033063) are the recommended quality control material to be used daily.

    AI/ML Overview

    The provided text describes the PROLYTE Electrolyte Analyzer Na+/K+/Cl-/Li+ and its performance based on non-clinical and clinical testing, primarily for the Lithium (Li+) assay as other analytes were previously cleared.

    Here's an analysis of the acceptance criteria and study details based on the provided input:


    Acceptance Criteria and Device Performance for PROLYTE Electrolyte Analyzer (K121140)

    1. Table of Acceptance Criteria and Reported Device Performance (Lithium only)

    The acceptance criteria are implied by the "Spec, BLD" (Specification for Blood) rows in the precision tables and the comparison against predicate device performance.

    Precision (for Lithium: Blood, Plasma, Serum)

    ParameterAcceptance Criteria (Predicate / Specification)Reported Device Performance (Worst Case Recorded)Pass/Fail
    Within Run Precision (S.D.)
    Whole Blood (0.3 – 2.0 mEq/L reference range)≤ 0.03 mEq/L (Specific BLD)0.010 mEq/L (Mid-range)Pass
    Plasma (0.3 – 2.0 mEq/L reference range)≤ 0.03 mEq/L (Specific BLD)0.01336 mEq/L (High range)Pass
    Serum (0.3 – 2.0 mEq/L reference range)≤ 0.03 mEq/L (Specific BLD)0.01166 mEq/L (High range)Pass
    Run to Run Precision (S.D.)
    Whole Blood (0.3 – 2.0 mEq/L reference range)≤ 0.09 mEq/L (Specific BLD)0.014 mEq/L (V Low range)Pass
    Plasma (0.3 – 2.0 mEq/L reference range)≤ 0.09 mEq/L (Specific BLD)0.02444 mEq/L (High range)Pass
    Serum (0.3 – 2.0 mEq/L reference range)≤ 0.09 mEq/L (Specific BLD)0.0425 mEq/L (High range)Pass

    Linearity (Lithium)

    ParameterAcceptance Criteria (Implied by Predicate)Reported SlopeInterceptPass/Fail
    Whole BloodHigh R² (near 1), Slope near 10.9854-0.02850.9979Pass
    PlasmaHigh R² (near 1), Slope near 10.9985-0.03150.9997Pass
    SerumHigh R² (near 1), Slope near 11.00680.0190.9998Pass

    Method Comparison (Lithium vs. Predicate GEMLYTE K082462)

    ParameterAcceptance Criteria (Implied correlation)Reported SlopeInterceptPass/Fail
    Whole BloodHigh R² (near 1), Slope near 11.00960.07190.9947Pass
    PlasmaHigh R² (near 1), Slope near 10.98060.12920.9971Pass
    SerumHigh R² (near 1), Slope near 10.99770.01330.9881Pass

    Note on Precision "F" (Fail) for Plasma and Serum within-run precision at V High:
    The tables show "F" for Plasma and Serum at the "V High" concentration for within-run precision (Spec, BLD = 0.03). However, the narrative states, "Lithium demonstrated precision within the limits defined below in the reference range, 0.3 to 2.0 mEq/L." The "V High" concentrations (4.41513 and 4.30820 mEq/L) are outside this stated reference range. The "Spec, BLD" of ≤ 0.03 appears to be the acceptance criterion for the reference range (0.3 - 2.0 mEq/L). The reported standard deviations for these V High values, while exceeding 0.03, may be acceptable for concentrations outside the strict clinical reference range or may indicate a different specification applied to the extreme high end which is not explicitly stated. Given the overall conclusion of safety and effectiveness, it's implied these were deemed acceptable.


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

    • Precision Test Set (Lithium):

      • Within Run: 30 replicates for each of 5 concentration levels (V Low, Low, Mid, High, V High) for whole blood, plasma, and serum matrices. (Total of 30 samples/level * 5 levels = 150 measurements per matrix).
      • Run to Run (Total Precision):
        • Plasma/Serum: 40 replicates (measured twice each morning and twice each afternoon for 10 days) for most concentration levels. Some levels had 41 or 44 replicates.
        • Whole Blood: 4 groups of 10 replicates, separated by calibration (total of 40 measurements).
      • Data Provenance: Not explicitly stated, but the context of an FDA 510(k) submission for IVD devices typically implies data collected in a controlled laboratory setting, often in the US, following GLP/GCP guidelines for clinical studies. It is prospective data collection specifically for these tests.
    • Linearity Test Set (Lithium):

      • Whole Blood: 100 samples
      • Plasma: 38 samples
      • Serum: 44 samples
      • Data Provenance: Not explicitly stated, but derived from serially diluted stock solutions. Prospective data.
    • Method Comparison Test Set (Lithium):

      • Whole Blood: 94 patient samples
      • Plasma: 100 patient samples
      • Serum: 91 patient samples
      • Data Provenance: "patient samples" implies retrospective or prospective collection from clinical pathology/laboratory settings. The country of origin is not specified, but typically for US regulatory submissions, the data is often generated in-country or by international labs adhering to recognized standards. It's not explicitly stated if it's retrospective or prospective collection, but method comparison studies often use prospectively collected "real-world" patient samples or archived samples.

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

    This is a medical device for measuring analytes (Sodium, Potassium, Chloride, Lithium) in patient samples. The "ground truth" (or reference method) for such devices is typically established through:

    • Reference laboratory methods: For quantitative measurements, this refers to established, highly accurate, and precise analytical methods.
    • Comparison to a legally marketed predicate device: The method comparison study directly uses the predicate device's measurements as the reference for comparison, implying the predicate itself is the "ground truth" for regulatory purposes in this context.

    No 'experts' in the sense of clinicians or radiologists are typically used to establish ground truth for this type of quantitative IVD assay. The accuracy is determined by analytical methods and comparison to a proven device, not expert consensus on qualitative interpretation.


    4. Adjudication Method for the Test Set

    Not applicable. Adjudication typically applies to qualitative or semi-quantitative assessments where multiple human interpreters might disagree (e.g., image interpretation). For a quantitative analyzer measuring discrete chemical levels, the output is a numerical value, and the ground truth relies on established analytical methods or comparison to a predicate device, not human subjective assessment needing adjudication.


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

    Not applicable. This is an In Vitro Diagnostic (IVD) device for quantitative chemical analysis, not an imaging device or AI-assisted diagnostic tool that involves human readers interpreting cases. Therefore, a multi-reader multi-case (MRMC) comparative effectiveness study or analysis of human reader improvement with AI assistance is not relevant to this device type.


    6. Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study

    Yes, the studies presented (precision, linearity, method comparison) are inherently standalone performance studies for the device (the "algorithm" in a broader sense of the instrument's measurement principle and processing) without direct human intervention in the measurement process itself once initiated. The device provides a direct numerical output.


    7. Type of Ground Truth Used

    • Precision: Internal consistency of the device, measured against statistical definitions (standard deviation, coefficient of variation). The "truth" is the mean of multiple measurements.
    • Linearity: Expected values based on serial dilution of known stock solutions. The "truth" is the theoretical concentration.
    • Method Comparison: Measurements from a legally marketed predicate device (GEMLYTE K082462). This is the primary "ground truth" for demonstrating substantial equivalence. For the analytes (Na, K, Cl, Li) this is a direct quantitative comparison.

    8. Sample Size for the Training Set

    The document does not explicitly mention a "training set" in the context of machine learning or AI development. This device uses ion-selective electrode technology, which is a well-established analytical principle based on electrochemical measurements, not a machine learning model that requires a discrete training phase. The "training" of the device is analogous to calibration, which uses known calibrant solutions.


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

    As noted above, a "training set" for an AI model is not applicable here. However, for the operational aspect of the device (calibration), the "ground truth" is established by:

    • The use of "Fluid Pack (K031159) which contains in a sealed package the two calibrants required for calibration." These calibrants would have precisely known concentrations of the target analytes.
    • The analyzer "establishes a slope for the electrode by means of the two calibrants." This process essentially "trains" the electrodes to accurately translate electrochemical signals into analyte concentrations.
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    K Number
    K102959
    Date Cleared
    2011-01-14

    (101 days)

    Product Code
    Regulation Number
    862.1665
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    PROLYTE ELECTROLYTE ANALYZER

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

    The PROLYTE is intended to be a direct replacement for the PROLYTE Electrolyte Analyzer (K070104).

    The PROLYTE Electrolyte Analyzer is designed for clinical laboratory use by laboratory professionals to assess the levels of Sodium, Potassium, and Chloride found in whole blood, serum, plasma, and urine of patients. The analysis is performed in-vitro, and neither the analyzer nor any of its components come in contact with the patient.

    This analyzer is used by laboratory trained technicians in clinical laboratories to aid in the diagnosis and treatment of palients with electrolyte imbalance. These locations routinely conform to CLIA requlations, and conduct daily quality control programs.

    The PROLYTE is an automated, microprocessor-controlled analyzer which utilizes ion-selective electrodes for the measurement of sodium, potassium, and chloride in whole blood, plasma, serum, and pre-diluted urine samples.

    The PROLYTE Sodium Assay is intended to measure sodium in whole blood, plasma, serum, and urine on the PROLYTE Electrolyte Analyzer. Measurements obtained by this device are used to monitor electrolyte balance in the diagnosis and treatment of aldosteronism (excessive secretion of the hormone aldosterone), diabetes insipidus (chronic excretion of large amounts of dilute urine, accompanied by extreme thirst), adrenal hypertension, Addison's disease (caused by destruction of the adrenal glands), dehydration, inappropriate antidiuretic hormone secretion, or other diseases involving electrolyte imbalance.

    The PROLYTE Potassium Assay is intended to measure potassium in whole blood, plasma, serum, and urine on the PROLYTE Electrolyte Analyzer. Measurements obtained by this device are used to monitor electrolyte balance in the diagnosis and treatment of diseases conditions characterized by low or high blood potassium levels.

    The PROLYTE Chloride Assay is intended to measure the level of chloride in whole blood, plasma, serum, and urine. Chloride measurements are used in the diagnosis and treatment of electrolyte and metabolic disorders such as cystic fibrosis and diabetic acidosis.

    For In Vitro Diagnostic Use

    Device Description

    The PROLYTE is an automated, microprocessor-controlled analyzer which utilizes ion-selective electrodes for the measurement of sodium, potassium and chloride in serum, plasma, whole blood and pre-diluted urine samples. The PROLYTE analyzer is designed with the user in mind. It is fully automated with simple 'Yes' or 'No' commands for menu navigation. This simple interface ensures that the analyzer be easy to use for quick analysis, (one minute for most samples), but also that the testing of samples can be done by even non-skilled operators with relative ease. The analyzer can be programmed to selfcalibrate using Mission Diagnostics Fluid Pack Na/K/Cl (510(k) 031159) at set intervals or on request. Sodium, potassium and chloride are commonly measured for use in the diagnosis and management of patients with a broad range of renal, metabolic and cardiovascular disorders. Mission Controls (510(k) 033063) are the recommended quality control material to be used daily.

    AI/ML Overview

    Here's an analysis of the acceptance criteria and study details for the PROLYTE Electrolyte Analyzer, based on the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria for the PROLYTE Electrolyte Analyzer are primarily focused on precision (within-run and total imprecision) and linearity. Another critical criterion for this 510(k) submission is substantial equivalence to its predicate device throughout its claimed measuring range, demonstrated through method comparison studies.

    Here's the table summarizing these criteria and the reported performance from the provided document:

    AspectAnalyte & MatrixAcceptance Criteria (Performance Goal)Reported Device Performance (Example Values - Note: Actual tables contain more detailed values, representative ones are presented here)Pass/Fail
    Precision
    Within-Run %CVSerum/Blood: Na+≤ 1%Whole Blood: 0.60%, 0.58%, 0.91%
    Plasma: 0.95%, 0.55%, 0.63%
    Serum: 0.64%, 0.59%, 0.68% (all P)Pass
    Within-Run %CVSerum/Blood: K+≤ 2%Whole Blood: 0.79%, 0.78%, 1.20%
    Plasma: 1.50%, 0.85%, 0.46%
    Serum: 0.66%, 0.70%, 0.85% (all P)Pass
    Within-Run %CVSerum/Blood: Cl-≤ 2%Whole Blood: 0.80%, 0.64%, 0.72%
    Plasma: 0.75%, 0.57%, 0.47%
    Serum: 1.47%, 0.67%, 1.25% (all P)Pass
    Within-Run %CVUrine (1:10 dilution): Na+≤ 2.5%Urine: 0.54%, 0.68%, 0.55% (all P)Pass
    Within-Run %CVUrine (1:10 dilution): K+≤ 2.5%Urine: 0.91%, 0.49%, 0.84% (all P)Pass
    Within-Run %CVUrine (1:10 dilution): Cl-≤ 2.5%Urine: 1.72%, 0.62%, 0.56% (all P)Pass
    Total %CVSerum/Blood: Na+≤ 2%Whole Blood: 0.93%, 0.72%, 0.85%
    Plasma: 0.71%, 0.70%, 0.59%
    Serum: 0.76%, 0.88%, 1.03% (all P)Pass
    Total %CVSerum/Blood: K+≤ 2.5%Whole Blood: 1.23%, 0.59%, 2.15%
    Plasma: 1.73%, 1.25%, 1.48%
    Serum: 0.91%, 0.80%, 1.19% (all P)Pass
    Total %CVSerum/Blood: Cl-≤ 2.5%Whole Blood: 1.30%, 1.13%, 1.09%
    Plasma: 1.25%, 0.83%, 0.81%
    Serum: 1.80%, 0.83%, 0.87% (all P)Pass
    Total %CVUrine (1:10 dilution): Na+≤ 5%Urine: 3.82%, 1.02%, 1.48% (all P)Pass
    Total %CVUrine (1:10 dilution): K+≤ 5%Urine: 1.57%, 1.06%, 0.91% (all P)Pass
    Total %CVUrine (1:10 dilution): Cl-≤ 5%Urine: 2.53%, 1.69%, 1.76% (all P)Pass
    LinearityNa+, K+, Cl- across all matricesR² > ~0.99 (Implicit in strong linear fit required for medical devices)R² values for all analytes and matrices are very high, ranging from 0.9965 to 0.9997. (All P)Pass
    Method ComparisonNa+, K+, Cl- across all matricesStrong correlation (R² > ~0.98) and slope near 1, intercept near 0, when compared to predicate device within reportable range to demonstrate substantial equivalence.All R² values are between 0.9844 and 0.9995. Slopes are close to 1, and intercepts are close to 0, indicating strong agreement with the predicate. (All P)Pass

    2. Sample Size and Data Provenance for the Test Set

    • Precision Test Set Sample Sizes:
      • Within-Run Imprecision: 30 replicates for each sample (low, mid, high concentrations) per analyte and matrix.
      • Total Imprecision: 40 replicates (2 measurements daily for 10 days for serum, plasma, urine; 40 replicates on 2 instruments for whole blood).
    • Linearity Test Set Sample Sizes:
      • Whole Blood: 42 (Na+), 36 (K+), 42 (Cl-)
      • Plasma: 42 (Na+), 54 (K+), 42 (Cl-)
      • Serum: 33 (Na+), 33 (K+), 27 (Cl-)
      • Urine: 40 (Na+), 36 (K+), 34 (Cl-)
    • Method Comparison Test Set Sample Sizes:
      • Whole Blood: 110 (Na+), 111 (K+), 108 (Cl-)
      • Plasma: 101 (Na+), 104 (K+), 101 (Cl-)
      • Serum: 103 (Na+), 100 (K+), 106 (Cl-)
      • Urine: 102 (Na+), 105 (K+), 101 (Cl-)
      • Data Provenance: The document does not specify the country of origin. It indicates that these are "non-clinical tests" and "clinical tests" referring to method comparisons with patient samples. The samples were either patient samples or spiked/diluted samples to cover the entire measuring range. This implies a prospective collection and testing approach for portions of the method comparison and possibly for precision and linearity.

    3. Number of Experts and Qualifications for Ground Truth

    • This device is an in vitro diagnostic (IVD) device (analyzing chemical analytes in body fluids) for which the "ground truth" is typically established by reference methods, calibrated standards, or a predicate device, not by human expert interpretation like in imaging.
    • For the method comparison studies, the predicate device (original PROLYTE Electrolyte Analyzer K070104) served as the reference for ground truth. Therefore, the "experts" in this context would be the predicate device itself, which has been previously cleared by the FDA based on its own validation.

    4. Adjudication Method for the Test Set

    • No adjudication method (like 2+1 or 3+1 consensus) is applicable or mentioned. As an IVD device, measurements are quantitative and compared directly to either itself (for precision and linearity) or a predicate device (for method comparison), not to subjective expert interpretations requiring adjudication.

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

    • No MRMC comparative effectiveness study was done or is applicable. This is an IVD device providing quantitative measurements, not an AI imaging or diagnostic algorithm that assists human readers.

    6. Standalone Algorithm Performance

    • Yes, the entire study focuses on standalone performance of the PROLYTE Electrolyte Analyzer. The "algorithm" here refers to the instrument's internal measurement and processing capabilities. The non-clinical (precision and linearity) and clinical (method comparison) tests assess the device's inherent performance characteristics directly.

    7. Type of Ground Truth Used

    • For precision and linearity, the ground truth is established by the known concentrations of the analytes in the control materials and diluted stock solutions. These are internal reference points.
    • For method comparison, the ground truth is established by the measurements obtained from the predicate device (original PROLYTE Electrolyte Analyzer K070104). This approach aims to demonstrate substantial equivalence, meaning the new device performs comparably to a device already cleared for market.

    8. Sample Size for the Training Set

    • The document does not explicitly mention a "training set" in the context of machine learning. The device is an analyzer that uses ion-selective electrodes, and its "software" was rewritten, but its underlying measurement principles are the same as the predicate. The performance studies described are for validation/testing of the implemented system, not for training a model in the machine learning sense. The device is likely calibrated using standardized solutions, which could be considered an ongoing "training" or calibration process, but this is distinct from a one-time dataset for algorithm development.

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

    • As noted above, the concept of a training set as typically understood in machine learning is not directly applicable here. The device functions based on established electrochemical principles. The "calibration" of the device likely uses certified reference materials with known concentrations, ensuring accuracy. This would be part of the device's operational procedure rather than a study-specific training set.
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    K Number
    K070104
    Date Cleared
    2008-05-07

    (483 days)

    Product Code
    Regulation Number
    862.1665
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    PROLYTE ELECTROLYTE ANALYZER

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

    The proLYTE Electrolyte Analyzer is designed for clinical laboratory professionals to assess the levels of Sodium, Potassium, and Chloride found in whole blood, serum, plasma, and urine of patients. The analysis is performed in-vitro, and neither the analyzer nor any of its components come in contact with the patient.

    This analyzer is used by laboratory trained technicians in clinical laboratories to aid in the diagnosis and treatment of patients with electrolyte imbalance. These locations routinely conform to CLIA regulations, and conduct daily quality control programs.

    For In Vitro Diagnostic Use

    Device Description

    The proLYTE is an automated, microprocessor-controlled analyzer which utilizes ion-selective electrodes for the measurement of sodium, potassium and chloride in serum, plasma, whole blood and prediluted urine samples, proLYTE analyzer is designed with the user in mind, it is fully automated with simple 'Yes' or 'No' commands for menu navigation. This simple interface insures that not only will the analyzer be easy to use for quick analysis, (one minute for most samples), but also that the testing of samples can be done by even non-skilled operators with relative ease. The analyzer an be programmed to self-calibrate using Mission Diagnostics ILyte 800 Fluid Pack Na/K/Cl (510(k) 031159) at set intervals or on request. Sodium, potassium and chloride are commonly measured for use in the diagnosis and management of patients with a broad range of renal, metabolic and cardiovascular disorders. Mission Controls (510(k) J33063) are the recommended quality control material to be used daily.

    AI/ML Overview

    Here's an analysis of the acceptance criteria and study detailed in the provided 510(k) summary for the proLYTE Electrolyte Analyzer:

    1. Table of Acceptance Criteria and Reported Device Performance:

    AnalyteSample TypeAcceptance Criteria (Within-Run Precision)Reported Device Performance (Within-Run Precision)Acceptance Criteria (Between-Run Precision)Reported Device Performance (Between-Run Precision)Linearity (Correlation Coefficient)
    Na+Serum/BloodC.V. ≤ 1%"within performance specifications"C.V. ≤ 2%"within performance specifications"> 0.99
    K+Serum/BloodC.V. ≤ 2%"within performance specifications"C.V. ≤ 2.5%"within performance specifications"> 0.99
    Cl-Serum/BloodC.V. ≤ 2%"within performance specifications"C.V. ≤ 2.5%"within performance specifications"> 0.99
    Na+Urine (1:10 dil.)C.V. ≤ 2.5%"within performance specifications"C.V. ≤ 2.5%"within performance specifications"> 0.99
    K+Urine (1:10 dil.)C.V. ≤ 2.5%"within performance specifications"C.V. ≤ 2.5%"within performance specifications"> 0.99
    Cl-Urine (1:10 dil.)C.V. ≤ 2.5%"within performance specifications"C.V. ≤ 5%"within performance specifications"> 0.99

    Note: The reported performance for precision states "within performance specifications." This indicates that the measured CV values were equal to or less than the specified acceptance criteria.

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

    • Precision (within-run): Minimum of 30 replicates for each sample type (blood, serum, urine).
    • Precision (between-run): 2 runs per day (AM & PM) with 2 replicates per run for 10 days for each sample type. This equates to 40 measurements per sample type (2 runs/day * 2 replicates/run * 10 days).
    • Linearity: Minimum of 5 levels tested for each sample type.
    • Clinical Testing (Correlation to Predicate Device): Not explicitly stated, but "All sample types, whole blood, plasma, serum and urine were collected for testing." The exact number of samples is not provided in this summary.
    • Data Provenance: Not explicitly stated. The document doesn't mention the country of origin of the data or whether the studies were retrospective or prospective. Given the nature of a 510(k) submission for an in-vitro diagnostic, it's highly likely to be prospective data collected specifically for validation, but this isn't confirmed.

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

    • None specified. For an electrolyte analyzer measuring quantitative values, the ground truth is typically established by reference methods or predicate devices, not by expert consensus in the same way an image analysis algorithm might use radiologists. The "ground truth" in this context is the actual concentration of the analytes as determined by a highly accurate and precise method. The clinical testing portion compares the proLYTE analyzer to "predicate devices operated by trained personnel," implying the predicate device serves as the reference for comparison.

    4. Adjudication Method for the Test Set:

    • Not applicable. As the device measures quantitative chemical analytes, there is no "adjudication" in the traditional sense of human readers disagreeing on an interpretation. The comparison is statistical (regression analysis) against reference measurements.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done:

    • No. An MRMC study is typically for evaluating the diagnostic performance of human readers (e.g., radiologists) with and without AI assistance on a set of cases. This device is a quantitative analytical instrument, not an AI-assisted diagnostic tool for human interpretation.

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

    • Yes, this is a standalone device. The proLYTE Electrolyte Analyzer is an automated instrument that performs measurements directly. Its performance summarized in the document (precision, linearity, correlation) represents its standalone capability without human interpretation being part of the measurement process itself. Human operators introduce the sample and initiate the analysis, but the measurement and result generation are entirely automated.

    7. The Type of Ground Truth Used:

    • Reference measurements from predicate devices and/or highly accurate laboratory methods. For precision and linearity studies, the ground truth is often established by making known dilutions or using control materials with certified values. For clinical correlation, the ground truth is established by the measurements obtained from legally marketed predicate devices, which are assumed to be accurate and reliable. The summary states: "Clinical testing was conducted to demonstrate the correlation of Diamond Diagnostics proLYTE Analyzer to predicate devices operated by trained personnel."

    8. The Sample Size for the Training Set:

    • Not applicable. The proLYTE Electrolyte Analyzer is an electrochemical instrument based on ion-selective electrodes, not a machine learning or AI-driven system that requires a "training set" in the computational sense. Its "training" is inherent in its design, calibration, and manufacturing processes, not in learning from a dataset.

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

    • Not applicable. As above, there is no "training set" for this type of device. The accuracy and calibration are based on established scientific principles of electrochemistry and the use of known calibrant solutions.
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