K Number
K974889
Manufacturer
Date Cleared
1998-03-06

(66 days)

Product Code
Regulation Number
866.5775
Reference & Predicate Devices
N/A
Predicate For
N/A
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

Indications for Use :The Diamedix Is-RF an Enzyme Immunoassay (EIA) for the detection and quantitative determination of RF-JgM antibodies in human serum as an aid in the diagnosis of rheumatoid arthritis. These reagents can be used either manually or in conjunction with the MAGO® Automated EIA Processor.

Device Description

The Is-RF Test Kit System is an enzyme-linked immunosorbent assay (ELISA) for the detection and quantitation of RF IgM-class in human serum.

AI/ML Overview

Here's a breakdown of the acceptance criteria and study information for the Diamedix Is-RF Test System, based on the provided text:

Acceptance Criteria and Device Performance

Acceptance CriterionReported Device Performance (Manual)Reported Device Performance (MAGO)
Relative Sensitivity98.5% (91.8-100.0% CI)98.5% (91.7-100.0% CI)
Relative Specificity99.4% (96.8-100.0% CI)98.3% (95.2-99.7% CI)
Overall Agreement99.2% (97.9-99.9% CI)98.4% (95.2-99.7% CI)
Linearity (R-squared)0.95540.9650
Intra-assay Precision (%CV)Range: 1.7% - 7.4% (for positive samples)Range: 2.1% - 7.8% (for positive samples)
Interassay Precision (%CV)Range: 4.5% - 9.0% (for positive samples)Range: 3.1% - 6.0% (for positive samples)
Crossreactivity/InterferenceNo interference from various ANA in RF-negative sera. No prozone interference with high titered sera.Not explicitly stated if different for MAGO, but implied to be similar.

Study Details

  1. Sample size used for the test set and the data provenance:

    • Sample Size: 200 sera from normal blood donors and 49 sera from clinical patients (total = 249 tested, with 240/244 used for agreement after excluding equivocal results).
    • Data Provenance: Not explicitly stated, but the "S. Florida donor population" is mentioned in the context of expected values, suggesting a US origin for at least some of the normal samples. The clinical patient samples' origin is not specified. The study is retrospective as it uses collected sera.
  2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

    • This information is not provided in the document. The comparison is made against "another commercially available RF EIA test kit" and a "referee method," but details on human experts establishing ground truth for the test set are absent.
  3. Adjudication method for the test set:

    • Not explicitly described as a human adjudication method. The text mentions "equivocal results excluded from calculations" and a "referee method" used to resolve discrepancies between the Diamedix kit and the comparative method. This implies some form of adjudication, but not a specific consensus-based human adjudication process.
  4. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance:

    • No, this was not a MRMC comparative effectiveness study involving human readers and AI. This is an in vitro diagnostic device (ELISA kit) for detecting biomarkers, not an AI-assisted diagnostic tool that aids human interpretation of images or other complex data.
  5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

    • Yes, the performance characteristics (sensitivity, specificity, agreement, linearity, precision, cross-reactivity) are all standalone performance metrics of the device itself (both manually and with the MAGO automated processor). There is no "human-in-the-loop" component for the interpretation of the RF IgM levels produced by the assay.
  6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):

    • The ground truth for the comparison was established by a "comparative method" (another commercially available RF EIA test kit that is standardized against the WHO RF Reference preparation) and a "referee method" for discordant results. This suggests a reference standard method rather than clinical outcomes or pathology.
  7. The sample size for the training set:

    • The document does not provide information about a separate "training set" in the context of a machine learning algorithm. This is a traditional IVD device, not an AI/ML product. The provided data represents a validation study against a reference standard.
  8. How the ground truth for the training set was established:

    • As there is no mention of a "training set" in the context of machine learning, this question is not applicable. The device's calibration and standardization are mentioned as being against the "WHO RF Reference preparation" and an "in-house reference standard."

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K974889

MAR - 6 1998

Appendix E. 510(k) Summary of Safety and Effectiveness

The following section is included as required by the Safe Medical Device Act (SMDA) of 1990.

Name: Address: Diamedix Corporation 2140 N. Miami Avenue Miami, FL 33127

Contact Person: Phone Number: Fax Number:

Dr. Lynne Stirling 305-324-2354 305-324-2585

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510(k) Summary of Safety and Effectiveness

This summary of 510(k) safety and effectiveness information is being submitted in accordance with the requirements of SMDA 1990 and 21 CFR 807.92.

The assigned 510(k) number is: K974889

Applicant Information:

Date Prepared:Decmber 29, 1997
Name:Diamedix Corporation
Address:2140 N. Miami AvenueMiami, FL 33127
Contact Person:Dr. Lynne Stirling
Phone Number:305-324-2354
Fax Number:305-324-2585

Device Information:

Trade Name:Is-RF Test System
Common Name:RF EIA Test
Classification Name:RF Immunological Reagnets

Equivalent Device:

RF Microassay

Device Description: The Is-RF Test Kit System is an enzyme-linked immunosorbent assay (ELISA) for the detection and quantitation of RF IgM-class in human serum.

Intended Use: The assay is intended for use in detecting RF IgM antibodies in a single human serum sample. The results of the assay are to be used as an aid in the diagnosis of RA.

Principle of the Procedure:

The Is-RF Test System is an enzyme-linked immunosorbent assay to detect RF-IgM in human serum. Purified human IgG is attached to a solid phase microtiter well. Diluted test sera are added to each well. If RF-IgM antibodies are present in the patient sample they will bind to the human IgG on the well. After incubation, the wells are washed to remove unbound antibody. An enzyme labeled anti-human immunoglobulin (conjugate) is added to each test well. If antibody is present the enzyme-linked antibody will bind to it. After incubation, the wells are washed to remove unbound conjugate. A substrate solution is then added to each well. If enzyme is present from prior step, the reaction is stopped and the color intesnity is measured photometrically producing an indirect measure of the specific antibody present in the patient sample.

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Performance Charactistics

A. Comparison Testing

The Diamedix Is-RF Test Kit was evaluated relative to another commercially available RF EIA test kit that is also standardized against the WHO RF Reference preparation. Two hundred sera from normal blood donors and 49 sera from clinical patients were tested by the Is-RF test kit and the comparative method. Testing was performed both manually and using the MAGO Automated Processor. Results are shown in Table 1.

TABLE 1ManualMAGO
# of Sera%95% CI# of Sera%95% CI
Relative Sensitivity65/6698.591.8-100.064/6598.591.7-100.0
Relative Specificiity173/17499.496.8-100.0176/17998.395.2-99.7
Overall Agreement238/240*99.297.9-99.9240/244**98.495.2-99.7
* 9 equivocal results excludedfrom calculations** 5 equivocal results excludedfrom calculations

For manual testing one sample was positive by the Is-RF and negative by the comparative method and one sample was negative in the Is-RF and positive by the comparative method. Both samples were negative by a referee method. For MAGO testing there were three samples that were positive in the Is-RF and negative in the comparative method and one sample that was negative in the Is-RF and positive by the comparative method. When the three samples that were positive by the Is-RF were tested by a referee method one was positive and two were negative. The sample that was negative in the Is-RF but positive by the comparative method was also negative in the referee method.

B. Linearity

Figures 1 and 2 show typical examples of the Is-RF linearity. These figures depict the results of the in-house reference standard (which has been standardized against the WHO Reference) tested by the Is-RF after serial two-fold manual dilution in Sample Diluent. Separate dilutions were tested both manually and with MAGO. The results demonstrate a high degree of linearity for the Is-RF Test Kit throughout the reportable range of the assay.

Image /page/2/Figure/8 description: The image shows a scatter plot titled "Is-RF Secondary Standard". The x-axis is labeled "Dilution" and ranges from 0.0 to 1.0. The y-axis is labeled "Absorbance" and ranges from 0.0 to 2.0. The plot shows a positive correlation between dilution and absorbance, with an R-squared value of 0.9554.

FIGURE 1 - MANUAL LINEARITY

FIGURE 2 - MAGO LINEARITY

Image /page/2/Figure/10 description: The image shows a scatter plot titled "Is-RF Secondary Standard". The x-axis is labeled "Dilution" and ranges from 0.0 to 1.0. The y-axis is labeled "Absorbance" and ranges from 0.0 to 2.0. The plot shows a linear relationship between dilution and absorbance, with an R-squared value of 0.9650.

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C. Precision

The precision of the Is-RF test kit was determined by testing six different sera and the kit calibrator and controls in triplicate in two runs on three different days. Precision was evaluated both manually and using the MAGO. The intraand interassay precision is shown in Tables 2 and 3.

Is-RF Precision (Manual)
TABLE 2Intra-assay (n=6)Interassay (n=18)
Day 1Day 2Day 3
SERUMMeanSD%CVMeanSD%CVMeanSD%CVMeanSD%CV
A (Neg)1.40.4N/A1.20.3N/A1.40.1N/A1.40.3N/A
B (Neg)0.40.1N/A0.40.1N/A0.60.1N/A0.50.1N/A
C (Pos)37.72.87.439.72.97.241.94.09.639.83.69.0
D (Pos)54.52.85.256.72.85.060.63.45.657.33.96.7
E (Pos)80.42.43.082.74.14.987.81.51.783.64.25.0
F (Pos)113.34.74.1113.87.16.2113.43.93.4113.55.14.5
Cal.110.45.55.0114.26.15.4107.54.44.1110.75.85.2
Pos.46.72.65.748.93.57.247.73.87.947.73.36.9
Neg.0.70.2N/A0.60.1N/A0.80.2N/A0.70.2N/A

Is-RF Precision (Manual)

C
1AB11

Is-RF Precision (MAGO)

Intra-assay (n=6)Interassay (n=18)
SERUMDay 1Day 2Day 3MeanSD%CV
MeanSD%CVMeanSD%CVMeanSD%CV
A (Neg)1.70.3N/A1.40.4N/A1.30.4N/A1.40.4N/A
B (Neg)0.80.3N/A0.60.6N/A0.50.4N/A0.60.4N/A
C (Pos)37.71.12.939.21.33.340.83.27.839.22.46.0
D (Pos)56.92.13.659.31.93.263.42.64.159.83.55.8
E (Pos)87.71.82.188.14.55.190.75.15.688.84.04.5
F (Pos)115.93.53.0113.53.53.1116.13.63.1115.13.53.1
Cal.111.93.53.1111.94.03.6113.42.62.3112.43.32.9
Pos.49.21.83.748.62.24.549.62.34.649.22.04.2
Neg.1.40.4N/A1.21.0N/A0.60.6N/A1.10.7N/A

D. Crossreactivity/Interference

Antinuclear antibodies (ANA) have been found in 14 to 28% of patients with RA and are usually found in patient with more advanced disease (1). Several RF-negative samples containing various ANA were evaluated to ensure lack of interference from these antibodies in RF-negative sera. These results are shown in Table 4 In addition, no prozone interference was encountered when testing high titered sera.

TABLE 4
Sample #Is-RFIU/mlInterpANA Specificity
11.6NEGScl-70, SSA
21.4NEGScl-70, SSA
32.0NEGJo-1, SSA,Sm/RNP
411.6NEGJo-1, Sm/RNP
53.6NEGSSA, SSB
610.6NEGSSA, SSB
74.2NEGSSA, Sm/RNP
82.4NEGSSA, Sm/RNP
90.6NEGSSA
100.6NEGSSA
111.8NEGSm/RNP
121.4NEGSm/RNP
131.0NEGSSA, SSB, dsDNA
145.6NEGSSA, dsDNA

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E. Expected Values

The expected value in the normal population is negative. However, apparently healthy asymptomatic individuals may have and The expected value in the normal population is north, appeases with age and is similar in males and These individuals usually have tow theirs. The theoched of the normal S. Florida donor population performed manually temales. Highles 3 and 3 show de distribution of 10 100 the normals gave positive values; for MAGO testing the positive frequency was 9.0%.

The distribution of IU/ml values for 49 sera from clinical patients is shown in Figures 4 and 6 performed The usuloudon of TOrin Values For 19 octa increase of the for RF using either testing method.

Image /page/4/Figure/3 description: The image contains four plots comparing the results of manual and MAGO methods for normals and clinical patients. Figure 3 shows the manual method results for normals, with the x-axis representing the number of sera and the y-axis representing IU/ml. Figure 4 shows the manual method results for clinical patients, with the x-axis representing the number of sera and the y-axis representing IU/ml. Figure 5 shows the MAGO method results for normals, and Figure 6 shows the MAGO method results for clinical patients.

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F. Correlation of Manual and Mago Results

Correlation of manual and MAGO IU/ml values for 249 samples tested in the Is-RF Test Kit yielded an R² value of 0.9911 as shown in Figure 7.

Image /page/5/Figure/2 description: The image is a scatter plot titled "FIGURE 7". The x-axis is labeled "Is-RF Manual (IU/ml)" and ranges from 0.0 to 150.0. The y-axis is labeled "Is-RF Test-MAGO (IU/ml)" and ranges from 0.0 to 200.0. The data points are clustered around a straight line, and the R-squared value is 0.9911.

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Image /page/6/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo features a stylized eagle with three stripes forming its body and wings. The words "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" are arranged in a circular pattern around the eagle.

Food and Drug Administration 2098 Gaither Road Rockville MD 20850

Lynne Stirling, Ph.D. Diamedix® Corporation 2140 North Miami Avenue Miami, Florida 33127

MAR - 6 1999

Re : K974889 Trade Name: Diamedix Is-RF Test System Regulatory Class: II Product Code: DHR Dated: December 29, 1997 Received: December 30, 1997

Dear Dr. Stirling:

We have reviewed your Section 510 (k) notification of intent to market the device referenced above and we have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration.

If your device is classified (see above) into either class II (Special Controls) or class III (Premarket Approval), it may be subject to such additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 895. A substantially equivalent determination assumes compliance with the current Good Manufacturing Practice requirement, as set forth in the Quality System Regulation (QS) for Medical Devices: General regulation (21 CFR Part 820) and that, through periodic (QS) inspections, the Food and Drug Administration (FDA) will verify such Failure to comply with the GMP regulation may result in assumptions. regulatory action. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal Laws or Regulations.

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Page 2

Under the Clinical Lahoratory Improvement Amendments of 1988 (CLIA-88), this device may require a CLIA complexity categorization. To determine if it does, you should contact the Centers for Disease Control and Prevention (CDC) at (770)488-7655.

This letter will allow you to begin marketing your device as described in your 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a legally marketed predicate device results in a classification for your device and thus, permits your device to proceed to the market.

If you desire specific advice for your device on our labeling regulation (21 CFR Part 801 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (301) 594-4588. Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll free number (800) 638-2041 or at (301) 443-6597 or at its internet address "http://www.fda.gov/cdrh/dsmamain.html"

Sincerely yours,

Steven Butman

Steven I. Gutman, M.D., M.B.A. Director Division of Clinical Laboratory Devices Office of Device Evaluation Center for Devices and Radiological Health

Enclosure

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Page
of

510(k) Number (if known):_K974889

Device Name:

Indications For Use:

Indications for Use :The Diamedix Is-RF an Enzyme Immunoassay (EIA) for the detection and quantitative determination of RF-JgM antibodies in human serum as an aid in the diagnosis of rheumatoid arthritis. These reagents can be used either manually or in conjunction with the MAGO® Automated EIA Processor.

(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)

Concurrence of CDRH, Office of Device Evaluation (ODE)

Ctetin E. Mayfin

(Division Sign-Off)
Division of Clinical Laboratory Devices K974889
510(k) Number

Prescription Use
(Per 21 CFR 801.109)

OR

Over-The-Counter Use__________________________________________________________________________________________________________________________________________________________

(Optional Format 1-2-96)

§ 866.5775 Rheumatoid factor immunological test system.

(a)
Identification. A rheumatoid factor immunological test system is a device that consists of the reagents used to measure by immunochemical techniques the rheumatoid factor (antibodies to immunoglobulins) in serum, other body fluids, and tissues. Measurement of rheumatoid factor may aid in the diagnosis of rheumatoid arthritis.(b)
Classification. Class II (performance standards).