Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
K203292 · Gold Standard Diagnostics · LSR · Mar 22, 2021 · Microbiology
Device Facts
Record ID
K203292
Device Name
Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
Applicant
Gold Standard Diagnostics
Product Code
LSR · Microbiology
Decision Date
Mar 22, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 866.3830
Device Class
Class 2
Indications for Use
The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit is intended as a qualitative test for the detection of IgG and IgM antibodies to Borrelia burgdorferi sensu stricto in human serum from symptomatic patients or people suspected of infection. When used as the first-tier screening test, positive and equivocal results must be confirmed through additional testing by one of the following methods: • Standard two-tier test methodology (STTT) using an IgG and/or IgM blot testing following current interpretation guidelines, OR • Modified two-tier test methodology (MTTT) using the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/ IgM ELISA Test. The assay can also be used as a second-tier confirmation test using the MTTT methodology when used with the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test as the first-tier screening test. Positive test results by either the STTT or MTTT methodology are supportive evidence for the presence of antibodies and exposure to Borrelia burgdorferi, the cause of Lyme disease. A diagnosis of Lyme disease should be made based on the presence of Borrelia burgdorferi antibodies, history, symptoms, and other laboratory findings.
Device Story
In vitro diagnostic ELISA kit for qualitative detection of IgG/IgM antibodies to B. burgdorferi in human serum. Input: patient serum sample. Principle: antigen-coated microtiter plate wells (B. burgdorferi B31/2591 lysates and recombinant VlsE) capture specific antibodies; horseradish peroxidase-conjugated goat anti-human IgG/IgM added; chromogenic TMB substrate produces color change proportional to antibody concentration. Output: photometric optical density (OD) read at 450nm, converted to units for qualitative result (Positive/Equivocal/Negative). Used in clinical laboratories by trained technicians. Results support clinical diagnosis of Lyme disease when combined with patient history and symptoms. Enables two-tier testing (STTT or MTTT) to improve diagnostic accuracy for Lyme disease.
Clinical Evidence
Clinical performance evaluated via prospective study (n=520) and sensitivity studies (n=89-125) across early, disseminated, and late Lyme disease stages. Prospective study showed 96.0% positive percent agreement and 97.5% negative percent agreement vs. predicate. CDC panel testing (n=40-280) demonstrated high agreement with clinical diagnosis across disease stages. Bench testing confirmed analytical specificity (97.3-98.0%) and lack of interference from common substances.
Technological Characteristics
ELISA-based immunoassay; 96-well microtiter plate coated with B. burgdorferi B31/2591 lysates and recombinant VlsE protein. Energy source: photometric microplate reader (450nm). Connectivity: standalone. Reagents: HRP-conjugated goat anti-human IgG/IgM, TMB substrate. Qualitative interpretation based on unit conversion from OD readings.
Indications for Use
Indicated for qualitative detection of IgG and IgM antibodies to Borrelia burgdorferi sensu stricto in human serum from symptomatic patients or those suspected of Lyme disease infection. Used as first-tier screening or second-tier confirmation in two-tier testing algorithms.
Regulatory Classification
Identification
Treponema pallidum treponemal test reagents are devices that consist of the antigens, antisera and all control reagents (standardized reagents with which test results are compared) which are derived from treponemal sources and that are used in the fluorescent treponemal antibody absorption test (FTA-ABS), the Treponema pallidum immobilization test (T.P.I.), and other treponemal tests used to identify antibodies to Treponema pallidum directly from infecting treponemal organisms in serum. The identification aids in the diagnosis of syphilis caused by bacteria belonging to the genus Treponema and provides epidemiological information on syphilis.
Predicate Devices
Trinity Biotech Captia™ Borrelia burgdorferi IgG/IgM ELISA Test Kit (K033070)
Gold Standard Diagnostics Borrelia burgdorferi IgG Blot Test Kit (K113847)
Gold Standard Diagnostics Borrelia burgdorferi IgM Blot Test Kit (K113846)
Submission Summary (Full Text)
{0}
FDA U.S. FOOD & DRUG ADMINISTRATION
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
ASSAY ONLY
## I Background Information:
A 510(k) Number
K203292
B Applicant
Gold Standard Diagnostics
C Proprietary and Established Names
Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
D Regulatory Information
| Product Code(s) | Classification | Regulation Section | Panel |
| --- | --- | --- | --- |
| LSR | Class II | 21 CFR 866.3830 - Treponema Pallidum
Treponemal Test Reagents | MI - Microbiology |
## II Submission/Device Overview:
### A Purpose for Submission:
To obtain a substantial equivalence determination and FDA clearance for a new device and to obtain a substantial equivalence determination and FDA clearance for a modified intended use for a previously cleared medical device. This regulatory filing follows the FDA guidance document titled “Bundling Multiple Devices or Multiple Indications in a Single Submission”1. For these devices, bundling is appropriate since the device review presented scientific and regulatory issues that were most efficiently addressed during a single review. In determining whether a bundled submission was appropriate FDA considered that: (i) the supporting data are similar; (ii) primarily one review division/group will be involved; and (iii) the devices or indications for use are similar.
### B Measurand:
Anti-Borrelia burgdorferi antibodies
Food and Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993-0002
www.fda.gov
{1}
C Type of Test:
Enzyme-linked immunosorbent assay (ELISA)
III Intended Use/Indications for Use:
A Intended Use(s):
See Indications for Use below.
B Indication(s) for Use:
Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit is intended as a qualitative test for the detection of IgG and IgM antibodies to Borrelia burgdorferi sensu stricto in human serum from symptomatic patients or people suspected of infection. When used as the first-tier screening test, positive and equivocal results must be confirmed through additional testing by one of the following methods:
a) Standard two-tier test methodology (STTT) using an IgG and/or IgM blot testing following current interpretation guidelines, OR
b) Modified two-tier test methodology (MTTT) using the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test
The assay can also be used as a second-tier confirmation test using the MTTT methodology when used with when used with the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test as the first-tier screening test.
Positive test results by either the STTT or MTTT methodology are supportive evidence for the presence of antibodies and exposure to Borrelia burgdorferi, the cause of Lyme disease. A diagnosis of Lyme disease should be made based on the presence of Borrelia burgdorferi antibodies, history, symptoms, and other laboratory findings.
Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test Kit
The Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test Kit is intended as a qualitative test for the detection of IgG and IgM class antibodies to VlsE and OspC antigens from Borrelia burgdorferi sensu stricto in human serum from symptomatic patients or people suspected of having Lyme disease. When used as the first-tier screening test, positive and equivocal results must be confirmed through additional testing by one of the following methods:
a) Standard two-tier test methodology (STTT) using an IgG and/or IgM blot testing following current interpretation guidelines, OR
b) Modified two-tier test methodology (MTTT) using one or more of the following three ELISA based assays: Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test, Gold Standard Diagnostics Borrelia burgdorferi IgG ELISA Test, Gold Standard Diagnostics Borrelia burgdorferi IgM ELISA Test.
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The assay can also be used as a second-tier confirmation test using the MTTT methodology when used with one or more of the following three ELISA based assays: Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test, Gold Standard Diagnostics Borrelia burgdorferi IgG ELISA Test, Gold Standard Diagnostics Borrelia burgdorferi IgM ELISA Test.
Positive test results by either the STTT or MTTT methodology are supportive evidence for the presence of antibodies and exposure to Borrelia burgdorferi, the cause of Lyme disease. A diagnosis of Lyme disease should be made based on the presence of Borrelia burgdorferi antibodies, history, symptoms, and other laboratory findings.
## C Special Conditions for Use Statement(s):
Rx - For Prescription Use Only
## D Special Instrument Requirements:
N/A
## IV Device/System Characteristics:
### A Device Description:
The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit is an Enzyme-linked immunosorbent assay (ELISA) for the qualitative detection of IgG and IgM antibodies to Borrelia burgdorferi in human serum.
During the test procedure, antibodies to B. burgdorferi (sensu stricto) if present in the human serum sample will bind to the antigens coated onto the wells forming antigen-antibody complexes. Excess antibodies are removed by washing. A conjugate of goat anti-human IgG/IgM antibodies conjugated with horseradish peroxidase is then added, which binds to the antigen-antibody complexes. Excess conjugate is removed by washing. This is followed by the addition of a chromogenic substrate, tetramethylbenzidine (TMB). If specific antibodies to the antigen are present in the patients' serum, a blue color will develop. The enzymatic reaction is then stopped with a stopping solution causing the contents of the well to turn yellow. The wells are read photometrically with a microplate reader at 450nm.
The antigens used in the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test kit is a combination of B. burgdorferi sensu stricto strain B31 lysate, B. burgdorferi sensu stricto strain 2591 lysate, and a recombinant VlsE from B. burgdorferi sensu stricto strain B31. The lysates use spirochetes growing in BSK-H complete medium until mid-exponential phase. The recombinant VlsE protein is produced in E. coli SURE2 cells and purified by affinity chromatography. The purity of each antigen is assayed by SDS-PAGE followed by Coomassie staining and/or western blotting.
The kit includes 12 x 8 well Antigen Coated strips, Conjugate, Substrate, Stop Solution, Wash Buffer, Diluent, Negative Control, Positive Control, and a Cutoff Control. The controls are provided to determine if the assay is functioning properly and to determine the antibody level. The reagents are sufficient for 96 determinations.
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V Substantial Equivalence Information:
A Predicate Device Name(s):
Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
B Predicate 510(k) Number(s):
K180264; K113847; K113846
C Comparison with Predicate(s):
| Device & Predicate Device(s): | K203292 | K180264 | K113847 | K113846 |
| --- | --- | --- | --- | --- |
| Device Trade Name | Device 1: Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit
Device 2: Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test Kit | Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit | Gold Standard Diagnostics Borrelia burgdorferi IgG Blot Test Kit | Gold Standard Diagnostics Borrelia burgdorferi IgM Blot Test Kit |
| General Device Characteristic Similarities | | | | |
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K203292 - Page 5 of 13
| Intended Use/Indications For Use | These are two ELISA assays for the qualitative detection of B. burgdorferi antibodies in human serum. For a complete description of the Intended Use please see Item III B. above. | The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit is intended as a qualitative presumptive (first-step) test for the detection of IgG and IgM antibodies to B. burgdorferi sensu stricto in human serum from symptomatic patients or people suspected of infection. Positive and equivocal results must be supplemented by testing with a second-step Western blot assay. | The Gold Standard Diagnostics Borrelia burgdorferi B31 IgG Line Blot Test Kit is intended for the qualitative detection of IgG antibodies to B. burgdorferi sensu stricto (B31) in human serum. This test is intended for use in testing human serum samples which have been found positive or equivocal using an ELISA or IFA test procedure to provide supportive evidence of infection with B. burgdorferi. | The Gold Standard Diagnostics Borrelia burgdorferi B31 IgM Line Blot Test Kit is intended for the qualitative detection of IgM antibodies to B. burgdorferi sensu stricto (B31) in human serum. This test is intended for use in testing human serum samples which have been found positive or equivocal using an ELISA or IFA test procedure to provide supportive evidence of infection with B. burgdorferi. |
| --- | --- | --- | --- | --- |
| Sample Matrix | Same | Serum | Same | Same |
| Sample Processing | Same | Dilute samples 1:100 in Diluent | Same | Same |
| Controls Provided | Same | Positive, Cutoff, Negative | Same | Same |
| Assay Type | Same | Qualitative | Same | Same |
| General Device Characteristic Differences | | | | |
| Antigens | B. burgdorferi B31 strain, B. burgdorferi 2591 strain, B. burgdorferi recombinant VlsE, B31 strain Recombinant VlsE and OspC from B. burgdorferi strain B31 | B. burgdorferi B31 strain, B. burgdorferi 2591 strain, B. burgdorferi recombinant VlsE, B31 strain | B. burgdorferi B31 strain | B. burgdorferi B31 strain |
{5}
| Assay Format | Same | Antigen coated microtiter plate – 96 wells | Nitrocellulose strips | Nitrocellulose strips |
| --- | --- | --- | --- | --- |
| Technology | Same | ELISA | Immunoblot | Immunoblot |
| Reagents Provided | Same | Diluent, Wash, Conjugate, Substrate, Stop Solution | Diluent/Wash, Conjugate, Substrate | Diluent/Wash, Conjugate, Substrate |
| Volumes | Same | 100 μL sample, 50 μL substrate, 50 μL stop solution | 1500ul sample, 1500ul substrate, | 1500ul sample, 1500ul substrate, |
| Incubation | Same | 15/15/15 minutes at room temperature | 30/30/10-13 minutes at room temperature | 30/30/10-13 minutes at room temperature |
| Reported Results | Same | Positive, Equivocal, Negative | Positive, Negative | Positive, Negative |
| Interpretation | Same | Optical density readings from Spectrophotometer | Visual | Visual |
| Results interpretation | Same | Convert to units. Negative <9 Equivocal 9.0-11.0 Positive >11.0 | Compare to cutoff band | Compare to cutoff band |
VI Standards/Guidance Documents Referenced:
None.
VII Performance Characteristics (if/when applicable):
A Analytical Performance:
Note: This clearance is for a modified use for a previously cleared IVD, the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test Kit (K180264). Representative analytical study data are presented below.
1. Precision/Reproducibility:
To determine the precision of the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test, a within-lab precision study was conducted. A precision panel consisting of a negative sample, a high negative sample, a low positive sample, and a moderate positive sample, along with the kit controls, was tested in-house. The sample panel was masked and randomized. Each of the panel members was tested in duplicate, twice per day, for 12 days. The results are summarized in the following table.
Table 1. Precision Study Results
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| Sample | N | Mean Units | | Within-Run | Between-Run | Between-Day | Total |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Moderate Positive | 48 | 19.6 | SD | 0.815 | 1.534 | 1.472 | 1.737 |
| | | | CV | 4.2% | 7.8% | 7.5% | 8.9% |
| Low Positive | 48 | 12.1 | SD | 0.267 | 1.417 | 1.248 | 1.442 |
| | | | CV | 2.2% | 11.7% | 10.3% | 11.9% |
| High Negative | 48 | 6.1 | SD | 0.211 | 0.662 | 0.642 | 0.695 |
| | | | CV | 3.4% | 10.8% | 10.5% | 11.4% |
| Negative | 48 | 1.7 | SD | 0.113 | 0.164 | 0.151 | 0.199 |
| | | | CV | 6.6% | 9.6% | 8.8% | 11.6% |
Reproducibility: A reproducibility panel consisting of a negative sample, a high negative sample, a low positive sample, and a moderate positive sample, along with the kit controls, was tested at three different sites. The sample panel was masked and randomized. Each of the panel members was tested in triplicate, twice per day, for five days. The Within-Run, Between-Run, Between-Days, and Between-Sites Standard Deviation and Coefficients of Variation (CV) were calculated. The results are summarized in the following table.
Table 2. Reproducibility Study Results
| Sample | N | Mean Units | | Within-Run | Between-Run | Between-Day | Between-Sites | Total |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Moderate Positive | 90 | 21.1 | SD | 1.117 | 1.543 | 1.434 | 0.386 | 1.905 |
| | | | CV | 5.3% | 7.3% | 6.8% | 1.8% | 9.0% |
| Low Positive | 90 | 13.8 | SD | 0.591 | 1.155 | 1.026 | 0.404 | 1.297 |
| | | | CV | 4.3% | 8.4% | 7.5% | 2.9% | 9.4% |
| High Negative | 90 | 6.4 | SD | 0.323 | 0.756 | 0.715 | 0.237 | 0.822 |
| | | | CV | 5.0% | 11.7% | 11.1% | 3.7% | 12.8% |
| Negative | 90 | 1.6 | SD | 0.145 | 0.335 | 0.312 | 0.347 | 0.365 |
| | | | CV | 9.1% | 21.1% | 19.6% | 21.8% | 23.0% |
2. Linearity:
Not Applicable.
3. Analytical Specificity/Interference:
Analytical Specificity: The analytical specificity was determined by testing 210 asymptomatic individuals' samples from endemic (Pennsylvania) and non-endemic (Arizona) regions. The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test results are summarized in the following table.
Table 3. Analytical Specificity Study
| | Number of samples | Number Positive/Equivocal | Analytical Specificity |
| --- | --- | --- | --- |
| Endemic Region | 110 | 3 | 97.3% |
K203292 - Page 7 of 13
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Non-endemic Region 100 2 98.0%
Cross-reactivity Study: A study using 221 samples was conducted to evaluate potential cross reactivity from different disease conditions. The samples were obtained from serum vendors who confirmed their positivity for each respective marker. The samples were tested on the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test. The results are summarized in the following table:
Table 4. Cross-reactivity Study Results
| Organism/Disease State | Samples Tested (N) | # Positive / (%) |
| --- | --- | --- |
| Tick borne Relapsing Fever | 26 | 2 / (7.7%) |
| Treponemal Infections | 23 | 2* / (8.7%) |
| Rickettsia | 10 | 0 / 0% |
| Ehrlichiosis | 10 | 0 / 0% |
| Babesiosis | 11 | 0 / 0% |
| Leptospirosis | 11 | 0 / 0% |
| Parvovirus B19 | 12 | 0 / 0% |
| Influenza A&B | 10 | 0 / 0% |
| Epstein-Barr Virus | 10 | 0 / 0% |
| Cytomegalovirus | 19 | 0 / 0% |
| H. pylori | 11 | 0 / 0% |
| Fibromyalgia | 10 | 1 / 10% |
| Rheumatoid Arthritis | 11 | 0 / 0% |
| Herpes Simplex Virus 1&2 | 13 | 0 / 0% |
| Varicella Zoster virus | 12 | 0 / 0% |
| Autoimmune Disease | 22 | 0 / 0% |
*Also positive on the predicate device
Interfering Substances Study: The effect of potential interfering substances on samples using the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test was evaluated. Three samples, a negative, a low positive, and a moderate positive were spiked with high levels of interferants and were tested along with serum without spiked interferants. The recommended concentrations from the guideline "Interference Testing in Clinical Chemistry EP7-A2" from the Clinical and Laboratory Standards Institute were used. The tested substances did not affect the performance of the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test.
Table 5. Interference Testing
| Substance | Concentration | Interference |
| --- | --- | --- |
| Albumin | 120 g/L | None Detected |
| Bilirubin | 342 μmol/L | None Detected |
| Cholesterol | 13 mmol/L | None Detected |
| Hemoglobin | 2 g/L | None Detected |
| Triglycerides | 37 mmol/L | None Detected |
K203292 - Page 8 of 13
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4. Assay Reportable Range:
Not Applicable.
5. Traceability, Stability, Expected Values (Controls, Calibrators, or Methods):
Not Applicable.
6. Detection Limit:
Not Applicable.
7. Assay Cut-Off:
The cut-off was determined by testing a total of 200 normal sera which consisted of 100 sera from an endemic region of Lyme disease and 100 sera from a non-endemic region. The mean plus two standard deviations was used to determine the assay cut-off. After the cut-off was determined 125 characterized Lyme disease samples were tested. An ROC analysis was then generated with the 325 samples (200 normal and 125 characterized samples) to verify the chosen cut-off. The analysis confirmed that the assay cut-off provided an optimal level of sensitivity and specificity.
B Comparison Studies:
1. Method Comparison with Predicate Device:
Gold Standard Diagnostics MTTT-IgG/IgM ELISA Method Comparison: The Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test was utilized in a MTTT (2-ELISA) protocol with the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test. The MTTT (2-ELISA) results were compared to the standard two-tier testing (STTT) using the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA followed by testing all positive and equivocal results on the predicate Gold Standard Diagnostics Borrelia burgdorferi IgG blot test and Gold Standard Diagnostics Borrelia burgdorferi IgM blot test.
Comparison studies were conducted at three sites (one internal and two external reference laboratories) using prospective samples submitted for Lyme serology testing. Four hundred eighty-one (481) serum samples were tested on the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test. A total of 54 positive and equivocal samples were obtained.
In the STTT protocol the samples that were positive or equivocal (n=54) were tested with B. burgdorferi IgG and IgM blot tests. In the MTTT protocol the samples (n=54) were tested on a second ELISA, the Gold Standard Diagnostics Borrelia burgdorferi VlsE-OspC IgG/IgM ELISA Test. In the second-tier ELISA test, positive and equivocal results were considered positive. A summary of the two test methodologies is provided in the figures below.
K203292 - Page 9 of 13
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Figure 1. STTT-IgG/IgM Western Blot Algorithm (WB-STTT [IgG/IgM])
Figure 2. MTTT-IgG/IgM ELISA Algorithm (ELISA-MTTT [IgG/IgM])

Performance of the second-tier Gold Standard Diagnostics VlsE-OspC IgG/IgM ELISA was assessed by comparing results to second-tier western blot testing on only those samples positive by the first-tier Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA.
Table 6. Second-tier Performance Summary First-tier Positives Only
| | Predicate WB [IgG/IgM] | | | |
| --- | --- | --- | --- | --- |
| | | Positive | Negative | Total |
| Gold Standard Diagnostics VlsE-OspC IgG/IgM ELISA | Positive | 36 | 13 | 49 |
| | Negative | 0 | 5 | 432 |
| Total | | 36 | 18 | 481 |
PPA: $100\%$ (36/36) $95\%$ CI: 90.3-100.0%
NPA: $27.8\%$ (5/18) $95\%$ CI: 9.7-53.5%
K203292 - Page 10 of 13
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The results of the MTTT when compared to the STTT, including all samples that were part of the prospective study (n=481), are summarized in the following table:
Table 7. Performance Summary - ELISA-MTTT [IgG/IgM] compared to WB-STTT [IgG/IgM]
| | WB-STTT [IgG/IgM] | | | |
| --- | --- | --- | --- | --- |
| | | Positive | Negative | Total |
| Gold Standard Diagnostics ELISA-MTTT [IgG/IgM] | Positive | 36 | 13 | 49 |
| | Negative | 0 | 432 | 432 |
| Total | | 36 | 445 | 481 |
PPA: 100% (36/36) 95% CI: 90.3-100.0%
NPA: 97.1% (432/445) 95% CI: 95.1-98.4%
The above performance table artificially inflates the negative percent agreement of the second-tier test since a large number of negatives are negative by the first-tier test.
2. Matrix Comparison:
Not Applicable.
C Clinical Studies:
1. Clinical Sensitivity:
Sensitivity Study: A sensitivity study was performed on 125 clinically characterized samples. The samples encompass early, disseminated, and late stages of Lyme disease. The samples were tested on both the Gold Standard Diagnostics MTTT algorithm and on the predicate STTT algorithm. The results are summarized in the following table:
Table 8. Sensitivity Study Results - Comparison of ELISA-MTTT [IgG/IgM] and WB-STTT [IgG/IgM] algorithms
| | N | Gold Standard Diagnostics ELISA-MTTT [IgG/IgM] | | Predicate WB-STTT [IgG/IgM] | |
| --- | --- | --- | --- | --- | --- |
| Disease Stage | | Positive/Eqv. | % Agreement with Clinical Diagnosis | Positive/Eqv. | % Agreement with Clinical Diagnosis |
| Early | 62 | 38 | 61.3% | 39 | 62.9% |
| Disseminated | 22 | 20 | 90.9% | 20 | 90.9% |
| Late | 41 | 40 | 97.6% | 40 | 97.6% |
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CDC Reference Panel: A panel of 280 positive and negative specimens from the Centers of Disease Control (CDC) for Lyme disease detection was tested using both the Gold Standard Diagnostics MTTT algorithm and on the predicate STTT algorithm. The results are summarized in the following table:
Table 9. CDC Reference Panel Test Results – Comparison of ELISA-MTTT [IgG/IgM] and WB-STTT [IgG/IgM] algorithms
| Sample Category | Gold Standard Diagnostics ELISA-MTTT [IgG/IgM] | | Predicate WB-STTT [IgG/IgM] | |
| --- | --- | --- | --- | --- |
| | Pos. | % Agreement with Clinical Diagnosis | Pos. | % Agreement with Clinical Diagnosis |
| Early Lyme (N = 60) | 46 | 76.7% | 37 | 61.7% |
| Cardiac Lyme (N = 3) | 2 | 66.7% | 2 | 66.7% |
| Neurological Lyme (N = 7) | 6 | 85.7% | 6 | 85.7 |
| Late Lyme (N = 20) | 20 | 100% | 20 | 100% |
| Healthy Controls (N = 100) | 0 | 100% | 0 | 100% |
| Disease Controls (N = 90) | 1 | 98.9% | 4 | 95.6% |
2. Clinical Specificity:
N/A
3. Other Clinical Supportive Data (When 1. and 2. Are Not Applicable):
N/A
D Clinical Cut-Off:
Not Applicable.
E Expected Values/Reference Range:
The range of values and positivity rate among different studies and population for the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test are as follows:
K203292 - Page 12 of 13
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Table 10. Expected Values of the Gold Standard Diagnostics Borrelia burgdorferi IgG/IgM ELISA Test
| Population | # Samples | Unit Results | | | Qualitative Results | |
| --- | --- | --- | --- | --- | --- | --- |
| | | Mean | Range | Std. Dev. | # Positive /Equivocal | % Positive /Equivocal |
| Normal Endemic | 110 | 5.8 | 0.6 – 11.3 | 2.075 | 3 | 2.7% |
| Normal Non-Endemic | 100 | 4.2 | 0.9 – 12.3 | 2.077 | 2 | 2.0% |
| Prospective Study | 520 | 6.3 | 0.70 – 32.3 | 5.407 | 83 | 16.0% |
| Sensitivity Study | 89 | 25.0 | 3.6 – 34.9 | 8.449 | 79 | 88.8% |
## VIII Proposed Labeling:
The labeling supports the finding of substantial equivalence for this device.
## IX Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
K203292 - Page 13 of 13
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Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.