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510(k) Data Aggregation

    K Number
    K202508
    Manufacturer
    Date Cleared
    2022-08-12

    (711 days)

    Product Code
    Regulation Number
    876.5820
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K940601, K013724, K072760, K102194

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

    The Di-Chem Inc. Hemo-Lyte C cartridge is indicated for use in bicarbonate hemodialysis for acute and chronic renal failure, or intoxication with dialyzable substances.

    Device Description

    The Di-Chem Hemo-Lyte C sodium bicarbonate cartridge for hemodialysis is a dry powder concentrate used to prepare sodium bicarbonate concentrate solution for use in conventional hemodialysis. The Hemo-Lyte C cartridge is a single use/non-refillable polypropylene cartridge containing a measured amount of sodium bicarbonate (USP Hemodialysis grade) which enables the online preparation of bicarbonate hemodialysis solution on commercially available hemodialysis machines/monitors equipped for use with bicarbonate cartridges.

    AI/ML Overview

    The provided text describes a 510(k) premarket notification for the Di-Chem Hemo-Lyte C Cartridge, a dry powder sodium bicarbonate concentrate for hemodialysis. The submission demonstrates substantial equivalence to predicate devices through non-clinical testing.

    Here's an analysis of the acceptance criteria and the study that proves the device meets them, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    CriteriaAcceptance Criteria (from ANSI/AAMI 13958:2014)Reported Device Performance
    In vitro Chemical CompositionAll electrolytes identified on the device label shall be present within ±5% or ±0.1mEq/L (whichever is greater), except Sodium (±2.5%). Glucose within ±5% or ±0.05g/L (whichever is greater). (Expressed as dialysis fluid concentrations)."The results of the testing met the requirements of ANSI/AAMI 13958:2014... and is chemically equivalent to the predicate devices for all the listed chemical weight formulations."
    Transportation DurabilityDevice can be shipped and transported safely and effectively."The results indicate that the proposed Hemo-Lyte C cartridge can be shipped and transported so that they may be received and used in a safe and effective way." (Tested per ASTM D4169-16, DC13, Assurance Level I, Schedules: A, C, F, I, E, and A).
    BiocompatibilityMeets ISO 10993 requirements for biological safety."Biocompatibility testing was performed in accordance with ISO 10993 requirements." Includes Cytotoxicity, Sensitization, Acute Systemic Toxicity, ASTM Hemolysis, Material Mediated Pyrogenicity, Intracutaneous Reactivity, Chemistry Characterization, Biological Evaluation Report, and Toxicological Risk Assessment.
    Shelf-Life PerformanceMaintains labeled value for sodium bicarbonate and conforms to ANSI/AAMI 13958:2014 standards at the conclusion of the storage period."The results of these tests showed the proposed device met the ANSI/AAMI 13958:2014 requirements at the conclusion of the storage period."
    Bench Testing (Nipro SURDIAL DX compatibility)Functions as intended with the Nipro SURDIAL DX Hemodialysis machine, maintaining proper physical, chemical characteristics of the dialysate (concentration of bicarbonate, pH, conductivity)."The results from the performance testing show the proposed device functions as intended with the Nipro SURDIAL DX Hemodialysis machine... Visual inspection, confirmation of proper cartridge fit to machine, concentration of bicarbonate in initial dialysate sample, initial pH of dialysate sample, initial conductivity of dialysate sample, concentration of bicarbonate in final dialysate sample, final pH of dialysate sample, and final conductivity of dialysate sample. Conductivity and pH values were also recorded every 30 minutes during the 4-hour test cycle per cartridge."
    Endotoxin ContentBelow the stated limit of 0.5 EU/ml (per ANSI/AAMI 13958:2014)."All of the samples were below the stated limit of 0.5 EU/ml."

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

    It appears there are multiple test sets for different aspects of the device.

    • In vitro Chemical Composition: The sample size for this specific test is not explicitly stated. The text mentions "Testing was performed in accordance with our standard operating procedures utilizing validated equipment and analytical methods." The data provenance is internal testing by Di-Chem, Inc. (retrospective).
    • Transportation Testing: The sample size is not explicitly stated, but it was performed on "the proposed Hemo-Lyte C cartridge." Data provenance is internal testing by Di-Chem, Inc. (retrospective).
    • Biocompatibility Testing: The sample size for each specific ISO 10993 test is not detailed. Data provenance is internal testing by Di-Chem, Inc. (retrospective).
    • Shelf-Life Verification: The sample size is not explicitly stated, but it involved "aged product." Data provenance is internal testing by Di-Chem, Inc. (retrospective).
    • Bench Testing (Nipro SURDIAL DX compatibility): "12 total cartridges consisting of 3 samples from each of the proposed weight sizes were tested." This would be (3 samples/weight size * 5 weight sizes) = 15 cartridges, not 12, or 12 cartridges distributed among the weight sizes. The text says "3 samples from each of the proposed weight sizes were tested" and later "12 total cartridges". It is unclear if these are referring to the same thing, or if 12 are a subset of the 15. Assuming it refers to the 12 total, the provenance is internal testing by Di-Chem, Inc. (retrospective).
    • Endotoxin Analysis: "60 total test samples comprised of three different lots of sodium bicarbonate. 30 samples from the pre-stability performance testing and 30 samples from the conclusion of the shelf-life study were tested." Data provenance is internal testing by Di-Chem, Inc. (retrospective).

    The data provenance for all tests is from internal testing conducted by Di-Chem, Inc. and is retrospective in nature, as it refers to performance testing completed before the 510(k) submission. No specific country of origin for the data is mentioned beyond the manufacturing company's location in the US.

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

    The concept of "experts" and "ground truth" in the traditional sense (e.g., medical diagnoses for AI algorithms) does not directly apply here. This is a medical device for preparing a dialysate solution, and the "ground truth" is defined by established engineering and chemical standards (ANSI/AAMI 13958:2014, ASTM D4169-16, ISO 10993). The "experts" would be the engineers, chemists, and quality control personnel within Di-Chem, Inc. responsible for conducting and interpreting the tests according to these standards, but their specific number and qualifications (e.g., "radiologist with 10 years of experience") are not detailed.

    4. Adjudication Method for the Test Set

    Not applicable for this type of device and testing. Adjudication (e.g., 2+1, 3+1) is typically used in clinical studies involving multiple human readers to establish a reconciled ground truth for diagnostic accuracy, which is not the nature of these non-clinical, bench, and chemical tests. The results are compared against defined numerical specifications from recognized standards.

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

    No, an MRMC comparative effectiveness study was not done. This type of study would be relevant for diagnostic imaging devices where human readers interpret results, and it is not applicable to a hemodialysis cartridge that involves chemical and physical performance verification.

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

    This question is not applicable. The Hemo-Lyte C Cartridge is a physical medical device, not an AI algorithm. Its performance is inherent to its physical and chemical properties and interaction with a hemodialysis machine.

    7. The Type of Ground Truth Used

    The ground truth for all performance tests is based on established regulatory and industry standards, specifically:

    • ANSI/AAMI 13958:2014 (Concentrates for Hemodialysis and Related Therapies) for chemical composition, shelf-life, and endotoxin limits.
    • ASTM D4169-16 (Standard Practice for Performance Testing of Shipping Containers and Systems) for transportation durability.
    • ISO 10993 (Biological evaluation of medical devices) for biocompatibility.

    These standards define the acceptable range and performance characteristics of such devices.

    8. The Sample Size for the Training Set

    This question is not applicable. Training sets are relevant for machine learning algorithms. The Hemo-Lyte C Cartridge is a physical device, and its development and verification rely on traditional engineering and chemical testing, not machine learning or AI models that require training data.

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

    This question is not applicable, as there is no training set for this type of device.

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    K Number
    K101715
    Date Cleared
    2010-12-21

    (186 days)

    Product Code
    Regulation Number
    876.5860
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K013724, K873155, K093902

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

    The Fresenius bibag system is used with Fresenius three stream proportioning hemodialysis systems equipped with the bibaq module such as the 2008T Hemodialysis Machine and is intended for use in bicarbonate hemodialysis for acute and chronic renal failure. The bibag is intended for extracorporeal bicarbonate hemodialysis according to a physician's prescription.

    Device Description

    The Fresenius 2008T Hemodialysis Machine with bibag System is the cleared 2008T Hemodialysis Machine that has been modified to enable use of a specialized, single use, sealed bag (the "bibaq") containing USP grade dry sodium bicarbonate powder to produce a saturated solution of sodium bicarbonate. The addition of the bibag system to the hemodialysis machine allows operators the option of producing a saturated sodium bicarbonate solution on-line through automated mixing of AAMI grade water and dry sodium bicarbonate powder within the bibag source disposable rather than with liquid bicarbonate concentrates. The bibag system is comprised of: (1) the bicarbonate concentrate generator (known as the bibag module); and (2) the bag of dry sodium carbonate concentrate. A specialized bibag connector (is attached? to the hemodialysis machine.] The bibag disposable hangs on two nozzles located in the bibag connector.

    AI/ML Overview

    The provided document describes the Fresenius 2008T Hemodialysis Machine with bibag™ system. The primary goal of the submission is to demonstrate that the modified hemodialysis machine, incorporating the bibag system, is substantially equivalent to predicate devices and functions as intended.

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

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria CategorySpecific CriteriaReported Device Performance
    System Functionality & SoftwareEnsure all modifications function as intended."The results from the testing demonstrated that all modifications functioned as intended and met pre-determined acceptance criteria."
    Essential performance of the 2008T is not impacted."The essential performance of the hemodialysis machine has not been impacted by the modifications."
    Software validation & regression testing passed."Software validation and regression testing" were performed, implying they passed based on the overall conclusion that "all modifications functioned as intended and met pre-determined acceptance criteria."
    Electromagnetic Compatibility (EMC)Compliance with IEC 60601-1-2 (2007) Class A."The modified 2008T hemodialysis machine with bibag system met the requirements of IEC 60601-1-2 (2007)."
    Electrical SafetyCompliance with UL 60601-1 (1st Ed., 2006-04-26)."The modified 2008T hemodialysis machine with was found to comply with the above standards."
    Compliance with CAN/CSA-C22.2 No. 601.1-M90 (2005)."The modified 2008T hemodialysis machine with was found to comply with the above standards."
    bibag Disposable Testing (Dry Sodium Bicarbonate)Dissolution testing per USP requirements."Dissolution testing per USP requirements" was performed, indicating compliance as part of the overall conclusion that the bibag system functioned as intended and met acceptance criteria.
    Bioburden & Endotoxin testing per USP & AAMI RD61:2006."Bioburden & Endotoxin testing per USP & AAMI RD61:2006" was performed, indicating compliance as part of the overall conclusion that the bibag system functioned as intended and met acceptance criteria.
    Biocompatibility testing per USP 32-NF26 biological tests ."Biocompatibility testing of the bibag materials per USP 32-NF26 biological tests " was performed, indicating compliance as part of the overall conclusion that the bibag system functioned as intended and met acceptance criteria.
    System Performance (with bibag dry bicarbonate)Ensure proper function with dry bicarbonate concentrate."System performance testing using bibag dry bicarbonate concentrate" was performed, and the overall conclusion states that "the bibag system... and the modified 2008T hemodialysis machine functioned as intended and met pre-determined acceptance criteria." This implies successful performance in producing a saturated solution.

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

    The document does not specify sample sizes for any of the individual tests. It states that "Verification and validation testing were performed," but details on the number of units or test cycles are not provided. The data provenance is implied to be from internal lab testing conducted by Fresenius Medical Care North America. There is no information regarding country of origin for data or whether it was retrospective or prospective. Given the nature of a 510(k) submission for device modification, the testing would typically be prospective, controlled laboratory testing.

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

    This type of information is not applicable to this submission. The tests performed are objective engineering and performance validations (e.g., electrical safety, EMC, software validation, material biocompatibility, dissolution). These tests rely on predefined engineering standards and specifications, not on expert consensus or interpretation of medical images or outcomes.

    4. Adjudication Method for the Test Set

    This information is not applicable. The tests described are objective and pass/fail based on meeting predefined thresholds and standards. There is no mention of subjective assessments requiring adjudication.

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

    A MRMC comparative effectiveness study was not performed and is not applicable to this type of device modification. This is a technical modification to a hemodialysis machine, not a diagnostic or AI-assisted interpretation tool that would benefit from such a study.

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

    This is not applicable as the device is a medical machine with integrated functionality, not a standalone algorithm. The "system performance testing" would be considered the standalone performance, but it refers to the entire machine and bibag system in operation.

    7. Type of Ground Truth Used

    The "ground truth" for the various tests was based on:

    • Pre-determined acceptance criteria derived from
      • International and national medical device standards: IEC 60601-1-2 (EMC), UL 60601-1 (Electrical Safety), CAN/CSA-C22.2 No. 601.1-M90 (Electrical Safety).
      • Pharmacopoeial standards: USP requirements for dissolution testing of materials.
      • Biocompatibility standards: USP 32-NF26 biological tests .
      • AAMI standards: AAMI RD61:2006 for Bioburden & Endotoxin testing.
      • Internal engineering specifications: For software validation, regression testing, and overall system functionality.

    8. Sample Size for the Training Set

    This is not applicable. This device is a modified hemodialysis machine, not an AI/ML algorithm that requires a training set. The "training" for the device refers to its design and manufacturing processes, which are validated through the testing described.

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

    This is not applicable for the same reason as point 8.

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