K152353 · Quest International, Inc. · MYF · May 13, 2016 · Microbiology
Device Facts
Record ID
K152353
Device Name
SeraQuest HSV Type 2 Specific IgG
Applicant
Quest International, Inc.
Product Code
MYF · Microbiology
Decision Date
May 13, 2016
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 866.3305
Device Class
Class 2
Attributes
Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K152353 · May 13, 2016
SeraQuest HSV Type 2 Specific IgG
Quest International, Inc.
Archived clinical serum samples from clinical laboratories
Retrospective analysis of archived clinical serum samples from sexually active adults and expectant mothers to establish clinical performance (sensitivity and specificity) compared to a predicate immunoblot device.
Comparative study of sexually active adults; Retrospective analysis of archived clinical samples
Sexually active adults whose sera had been submitted for HSV serology; Sample Size: 164; Number of Sites: 1 (Southeastern United States clinical laboratory)
Commercial HSV 2 Immunoblot test
Relative sensitivity and specificity
Comparative study of expectant mothers; Retrospective analysis of archived clinical samples
Expectant mothers whose sera had been submitted for HSV serology; Sample Size: 242; Number of Sites: Multiple (Northeastern and Southeastern United States clinical laboratories)
Commercial HSV 2 Immunoblot test
Relative sensitivity and specificity
Indications for Use
The SeraQuest HSV Type 2 Specific IgG assay is an enzyme-linked immunosorbent assay (ELISA) intended for the qualitative detection of human IgG antibodies to type 2 herpes simplex virus (HSV) in human serum. The test is indicated for sexually active individuals and expectant mothers as an aid in the presumptive diagnosis of HSV-2 infection. The predictive value of a positive or negative result depends on the prevalence of HSV-2 infection in the population and the pre-test likelihood of HSV-2 infection. The test is not FDA cleared for screening blood or plasma donors. The performance of this assay has not been established for immunocompromised patients, pediatric patients or matrices other than human serum.
Device Story
SeraQuest HSV Type 2 Specific IgG is a solid-phase ELISA for qualitative detection of human IgG antibodies to HSV-2 in human serum. Input: human serum sample. Process: sample incubated in recombinant HSV gG2 antigen-coated polystyrene microwells; immobilized IgG antibodies bind antigen; alkaline phosphatase-conjugated goat anti-human IgG added; substrate (p-nitrophenyl phosphate) converted to yellow product. Output: spectrophotometric index value. Used in clinical laboratories; performed by laboratory technicians. Results aid in presumptive diagnosis of HSV-2 infection; positive result indicates previous immunologic exposure. Does not determine active infection or disease stage.
Clinical Evidence
Clinical performance evaluated via prospective, masked, archived testing of 164 sexually active adults and 242 expectant mothers compared to a commercial HSV-2 Immunoblot. In sexually active adults, sensitivity was 91.8% (95% CI: 82.2-96.5) and specificity was 94.2% (95% CI: 87.9-97.3). In expectant mothers, sensitivity was 98.9% (95% CI: 93.8-99.8) and specificity was 99.4% (95% CI: 96.4-99.9). Additional validation using a 100-sample CDC serum panel showed 100% agreement with consensus results.
Technological Characteristics
Solid-phase ELISA; polystyrene microwell solid phase; recombinant HSV gG2 antigen; alkaline phosphatase-conjugated goat anti-human IgG; p-nitrophenyl phosphate substrate; spectrophotometric readout; manual/automated incubation at room temperature; index value output.
Indications for Use
Indicated for sexually active individuals and expectant mothers as an aid in the presumptive diagnosis of HSV-2 infection. Not for use in immunocompromised patients, pediatric patients, or blood/plasma donor screening.
Regulatory Classification
Identification
Herpes simplex virus serological assays are devices that consist of antigens and antisera used in various serological tests to identify antibodies to herpes simplex virus in serum. Additionally, some of the assays consist of herpes simplex virus antisera conjugated with a fluorescent dye (immunofluorescent assays) used to identify herpes simplex virus directly from clinical specimens or tissue culture isolates derived from clinical specimens. The identification aids in the diagnosis of diseases caused by herpes simplex viruses and provides epidemiological information on these diseases. Herpes simplex viral infections range from common and mild lesions of the skin and mucous membranes to a severe form of encephalitis (inflammation of the brain). Neonatal herpes virus infections range from a mild infection to a severe generalized disease with a fatal outcome.
Special Controls
*Classification.* Class II (special controls). The device is classified as class II (special controls). The special control for the device is FDA's revised guidance document entitled “Class II Special Controls Guidance Document: Herpes Simplex Virus Types 1 and 2 Serological Assays.” For availability of the guidance revised document, see § 866.1(e).
Predicate Devices
HSV 1 and 2 Immunoblot IgG
Submission Summary (Full Text)
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# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
A. 510(k) Number: K152353
B. Purpose for Submission: Clearance of New Device
C. Measurand: Herpes Simplex Virus-2 (HSV-2) type specific IgG antibodies to glycoprotein G (gG) 2 antigen.
D. Type of Test: Enzyme linked immunosorbent assay (ELISA)
E. Applicant: Quest International, Inc.
F. Proprietary and Established Names: SeraQuest HSV Type 2 Specific IgG
G. Regulatory Information:
1. Regulation section: 21 CFR§866.3305. Herpes simplex virus serological assays
2. Classification: Class II
3. Product code: MYF (Enzyme Linked Immunosorbent Assay, Herpes Simplex Virus, HSV-2)
4. Panel: Microbiology (83)
H. Intended Use:
The SeraQuest HSV Type 2 Specific IgG assay is an enzyme-linked immunosorbent assay (ELISA) intended for the qualitative detection of human IgG antibodies to type 2 herpes simplex virus (HSV) in human serum. The test is indicated for sexually active individuals and expectant mothers as an aid in the presumptive diagnosis of HSV-2 infection. The predictive value of a positive or negative result depends on the prevalence of HSV-2 infection in the population and the pre-test likelihood of HSV-2 infection.
The test is not FDA cleared for screening blood or plasma donors. The performance of this assay has not been established for immunocompromised patients, pediatric patients or matrices other than human serum.
I. Device Description:
The SeraQuest HSV Type 2 Specific IgG test is a solid-phase enzyme-linked immunoassay (ELISA), which is performed in microwells, at room temperature, and in three thirty minute incubations. The test detects IgG antibodies which are directed against HSV-2 antigen, in human serum. The calibrators in the SeraQuest HSV Type 2 Specific IgG test set have been assigned index values based on an in-house standard. Test results are reported as index values. The following table shows the interpretation of results:
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2
Notes:
1. A single positive result only indicates previous immunologic exposure; the level of antibody response may not be used to determine active infection or disease stage.
2. When equivocal results are obtained, another specimen should be obtained ten to fourteen days later, and tested in parallel with the initial specimen. If the second specimen is also equivocal, the patient is negative for primary or recent infection, and equivocal for antibody status. If the second sample is positive, the patient can be considered to have previous experience with HSV-2 infection.
3. Values obtained with different manufacturer's assay methods may not be used interchangeably. The magnitude of the reported IgG index value cannot be correlated to an endpoint titer. The magnitude of results above the cut-off is not an indicator of total antibody present.
J. Substantial Equivalence Information:
1. Predicate device name(s): Focus HerpeSelect® 1 and 2 Immunoblot IgG
2. Predicate 510(k) number(s): K000238
3. Comparison with predicate:
| Similarities | | |
| --- | --- | --- |
| Item | SeraQuest HSV 2 IgG | Focus HerpeSelect 2 and 2 Immunoblot IgG (Predicate) |
| Intended Use | The SeraQuest HSV Type 2 Specific IgG assay is an enzyme-linked immunosorbent assay (ELISA) intended for the qualitative detection of human IgG antibodies to type 2 herpes simplex virus (HSV) in human serum. The test is indicated for sexually active adults or expectant mothers for aiding | Focus Diagnostics' HerpeSelect 1 and 2 Immunoblot IgG test is intended for qualitatively detecting the presence or absence of human IgG class antibodies to HSV-1 and HSV-2 in human sera. The test is indicated for testing sexually active adults or expectant mothers for aiding |
| | in human serum. The test is indicated for sexually active adults or expectant mothers for aiding | |
| Intended Use | SeraQuest HSV 2 IgG is a test for the quantitative detection of human IgG antibodies to type 2 herpes simplex virus (HSV) in human serum. The test is indicated for sexually active adults or expectant mothers for aiding | SeraQuest HSV 2 IgG is a test for the qualitative detection of human IgG antibodies to type 2 herpes simplex virus (HSV) in human serum. The test is indicated for testing sexually active adults or expectant mothers for aiding |
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| Similarities | | |
| --- | --- | --- |
| Item | SeraQuest HSV 2 IgG | Focus HerpeSelect 2 and 2 Immunoblot IgG (Predicate) |
| | active individuals and expectant mothers as an aid in the presumptive diagnosis of HSV-2 infection. The predictive value of a positive or negative result depends on the prevalence of HSV-2 infection in the population and the pre-test likelihood of HSV-2 infection.The test is not FDA cleared for screening blood or plasma donors. The performance of this assay has not been established for immunocompromised patients, pediatric patients or matrices other than human serum. | in the presumptive diagnosis of HSV-1 and HSV-2 infection. The predictive value of a positive or negative result depends on the population's prevalence and the pretest likelihood of HSV-1 and HSV-2 infection.The performance of this assay has not been established for use in a pediatric population, for neonatal screening, for testing of immunocompromised patients, for use by a point of care facility or for use with automated equipment. |
| Sample Matrix | Human Serum | Human Serum |
| Incubation Periods | Three | Three |
| Incubation Temperature | Room Temperature | Room Temperature |
| Enzyme-Labeled Conjugate | Alkaline phosphatase conjugated goat anti-human IgG | Alkaline phosphatase conjugated goat anti-human IgG |
| Controls | Positive and negative controls included with kit | Positive and negative controls included with kit |
| Differences | | |
| --- | --- | --- |
| Item | SeraQuest HSV 2 IgG | Focus HerpeSelect 2 and 2 Immunoblot IgG (Predicate) |
| Type of Assay | Enzyme linked immunoassay (ELISA) | Nitrocellulose immunoblot |
| Solid Phase | Polystyrene Microwells | Nitrocellulose membrane |
| Calibrator | Included with reagent kit | N/A |
| Sample Dilution | 1:51 | 1:101 |
| Antigen | Recombinant HSV gG 2 | Recombinant HSV gG1 and HSV gG2 (separate bands) |
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| Differences | | |
| --- | --- | --- |
| Item | SeraQuest HSV 2 IgG | Focus HerpeSelect 2 and 2 Immunoblot IgG (Predicate) |
| Sample Volume | 100 uL | 2000 uL |
| Sample incubation duration | 30 minutes | 60 minutes |
| Washing Steps | Two | Four |
| Cycles per wash step | Four | Three |
| Conjugate Volume | 100 uL | 2000 uL |
| Enzyme substrate | p-nitrophenyl phosphate | Bromo-chloro-indolyl phosphate and nitro blue tetrazolium |
| Substrate Volume | 100 uL | 2000 uL |
| Substrate Incubation | 30 minutes | 5 to 30 minutes |
| Stop Reagent | 0.5 M Trisodium Phosphate | DI Water |
| Stop Reagent Volume | 100 uL | 5x 2000 uL |
| Drying Step | None | Air dry, 10 minutes |
| Readout | Spectrophotometric | Visual |
| Unit of Measure | Index value | Positive or negative |
# K. Standard/Guidance Document Referenced (if applicable):
Guidance for Industry and FDA Staff - Class II Special Controls Guidance Document: Herpes Simplex Virus Types 1 and 2 Serological Assays (issued August 9, 2011).
# L. Test Principle:
Diluted patient serum samples are incubated in antigen-coated wells. HSV IgG Type 2 antibodies, if present in the patient sample, are immobilized in the wells by binding to the antigen. Residual sample is eliminated by washing and draining, and conjugate is added and incubated. If IgG antibodies to HSV Type 2 are present in the sample, the conjugate will be immobilized in the wells. Residual conjugate is eliminated by washing and draining, and the substrate is added and incubated. In the presence of the conjugate, the substrate is converted to a yellow product which is read photometrically. Test results are obtained after one and one half hours incubation time.
# M. Performance Characteristics (if/when applicable):
# 1. Analytical performance:
# a. Precision/Reproducibility:
Six serum specimens (2 negative, 1 equivocal, and 3 positive) and the SeraQuest HSV Type 2 Specific IgG Positive and Negative Controls were assayed in triplicate at one internal and two external laboratories. The results are summarized in the following table:
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| Panel Member | Sample N | Mean Index | Intra-assay | | Inter-assay | | Inter-laboratory | | Total | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | | | SD | CV% | SD | CV% | SD | CV% | SD | CV% |
| Positive Control | 27 | 2.0 | 0.20 | 9.9 | 0.27 | 13.7 | 0.31 | 15.4 | 0.26 | 13.0 |
| Negative Control | 27 | 0.3 | 0.04 | 13.5 | 0.08 | 21.2 | 0.15 | 48.2 | 0.09 | 27.6 |
| Negative Sample #1 | 27 | 0.3 | 0.08 | 26.7 | 0.10 | 31.2 | 0.11 | 35.9 | 0.10 | 31.3 |
| Negative Sample #2 | 27 | 0.4 | 0.04 | 9.6 | 0.06 | 14.4 | 0.09 | 21.6 | 0.06 | 15.2 |
| Positive Sample #1 | 27 | 1.8 | 0.15 | 8.3 | 0.19 | 10.7 | 0.23 | 12.4 | 0.19 | 10.5 |
| Positive Sample #2 | 27 | 2.1 | 0.12 | 5.7 | 0.18 | 8.8 | 0.21 | 10.0 | 0.17 | 8.1 |
| Positive Sample #3 | 27 | 2.8 | 0.16 | 5.6 | 0.25 | 9.0 | 0.32 | 11.4 | 0.24 | 8.7 |
| Positive Sample #4 | 27 | 3.5 | 0.27 | 7.8 | 0.38 | 10.7 | 0.42 | 11.9 | 0.36 | 10.1 |
b. Linearity/assay reportable range: Not Applicable.
c. Traceability, Stability, Expected values (controls, calibrators, or methods):
Controls:
| Positive Control | Composed of human serum reactive for HCV IgG Type 2 antibodies. The Positive Control is assigned an Index Value between 1.1 and 3.3. |
| --- | --- |
| Negative Control | Composed of human serum non-reactive for HCV IgG Type 2 antibodies. |
Calibrators:
The Calibrator is composed of human serum strongly reactive for HCV IgG Type 2 antibodies. The Calibrator is assigned an Index Value between 1.1 and 2.1.
Analyte Stability
If serum specimens are not tested within 8 hours, they should be stored at 2 to $8^{\circ}\mathrm{C}$ for up to 48 hours. Beyond 48 hours, specimens should be stored at $-20^{\circ}\mathrm{C}$ or below. Serum specimens stored for up to seventeen months at $-20^{\circ}\mathrm{C}$ showed no significant changes in index values upon retest. Samples may be frozen and thawed once. Samples that are hemolyzed, icteric, lipemic, grossly contaminated or contain visible particulate matter should not be used. Samples should not be heat-inactivated before testing.
d. Detection limit: Not Applicable.
e. Analytical specificity:
Endogenous Interfering Substances
The effects of elevated levels of the following substances on the SeraQuest HSV Type 2 Specific IgG test were examined: hemoglobin $18\mathrm{g / dL}$ , glucose $800\mathrm{mg}$ dL,
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cholesterol 2,720 mg/dL, globulin 28 g/dL, unconjugated bilirubin 20 mg/dL, conjugated bilirubin 20 mg/dL, human albumin 12 g/dL and ascorbic acid 3 mg/dL. Samples that were negative, weakly positive, and moderately positive for antibodies to Type 2 HSV IgG were tested with and without the addition of elevated levels of interfering substances well above physiological concentrations. No interference was observed.
## Cross-reactivity
A cross-reactivity study was performed to determine if samples from various disease states and other potentially cross-reacting agents interfere with the test results. The samples were determined to be positive for IgG antibodies directed against taxonomically related viruses and other related pathogens by other legally marketed devices. Human Papilloma Virus, *Chlamydia trachomatis*, and *Neisseria gonorrhea* samples were from individual patients with confirmed sexually transmitted infections. The samples were tested for Type 2 HSV antibody by another legally marketed device. Only those samples that tested negative for Type 2 HSV antibody by the legally marketed device were included in the study. The following table summarizes the results:
| Samples | Number of Samples | Number of Samples Testing Positive in the SeraQuest HSV Type 2 Specific IgG Test |
| --- | --- | --- |
| HSV 1 IgG | 9 | 0/9 |
| CMV IgG | 11 | 0/11 |
| EBV EBNA IgG | 14 | 0/14 |
| EBV VCA IgG | 17 | 0/17 |
| VZV IgG | 21 | 0/21 |
| Measles IgG | 19 | 0/19 |
| Rubella IgG | 18 | 0/18 |
| Toxoplasma IgG | 6 | 0/6 |
| Syphilis IgG | 4 | 0/4 |
| Human Papilloma Virus | 7 | 0/7 |
| Chlamydia trachomatis | 8 | 1/8 |
| Neisseria gonorrhea | 7 | 0/7 |
## f. Assay cut-off:
The SeraQuest HSV Type 2 Specific IgG test cut-off value was initially obtained when 138 serum specimens shown to be negative by another commercial test were assayed by the SeraQuest HSV Type 2 Specific IgG test. The cut-off value was evaluated using Receiver Operator Characteristic (ROC) Curve analysis using four different hypothetical positive cut-off Index Values (0.9, 1.0, 1.1, 1.2). The results of the ROC curve are supportive of 1.0 as a cut-off value for separating reactive and equivocal test results. The cut-off value was subsequently challenged using a panel of 100 masked and coded serum specimens, which had been well characterized by EIA test and western blot.
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2. Comparison studies:
a. Method comparison with predicate device:
Sexually Active Adults
One hundred and sixty four serum samples (164), from sexually active adults that were submitted for HSV serology to a clinical laboratory in the Southeastern United States, were prospectively collected, masked, archived, and tested using the SeraQuest HSV Type 2 Specific IgG test and an FDA cleared HSV2 immunoblot test. The results are shown in the following table:
| SeraQuest HSV Type 2 Specific IgG Result | | | | | | |
| --- | --- | --- | --- | --- | --- | --- |
| | Positive | Equivocal | Negative | | % Agreement | 95% C.I. |
| HSV 2 Immunoblot Result | | | | | | |
| Positive | 56 | 0 | 5 | Sensitivity | 91.8 | 82.2 to 96.5 |
| Negative | 6 | 0 | 97 | Specificity | 94.2 | 87.9 to 97.3 |
Expectant Mothers
Two hundred and forty-two (242) serum samples, from expectant mothers, that were submitted for HSV serology to clinical laboratories in the Northeastern and Southeastern United States, were prospectively collected, masked, archived, and tested at Quest International, Inc. using the SeraQuest HSV Type 2 Specific IgG test and a legally marketed, HSV 2 Immunoblot test. One hundred and ninety-eight (82%) of the specimens were obtained during the first trimester, nineteen (8%) during the second trimester and twenty-five (10%) during the third trimester of pregnancy. The results of this comparative test are shown in the following table:
| Seraquest HSV Type 2 Specific IgG Result | | | | | | |
| --- | --- | --- | --- | --- | --- | --- |
| | Positive | Equivocal | Negative | | % Agreement | 95% C.I. |
| HSV 2 Immunoblot Result | | | | | | |
| Positive | 87 | 0 | 1 | Sensitivity | 98.9 | 93.8 to 99.8 |
| Negative | 0 | 1 | 153 | Specificity | 99.4 | 96.4 to 99.9 |
b. Matrix comparison: Not Applicable.
3. Clinical studies:
a. Clinical Sensitivity: Not Applicable.
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b. Clinical specificity: Not Applicable.
c. Other clinical supportive data (when a. and b. are not applicable):
## Agreement with CDC Panel
The following information was obtained with the Centers for Disease Control and Prevention (CDC) serum panel for HSV serology assays, which was tested in-house by the SeraQuest HSV Type 2 Specific IgG test. The results are presented as a means to convey further information on the performance of this assay with a masked, well characterized serum panel. This does not imply an endorsement by the CDC.
The panel consists of 30 HSV-2 IgG positive and 70 HSV-2 IgG negative samples. The SeraQuest HSV Type 2 Specific IgG test demonstrated 100% total agreement with the CDC consensus results. The results of this study are shown in the following table:
| | | SeraQuest HSV Type 2 Specific IgG | | | |
| --- | --- | --- | --- | --- | --- |
| | | Positive | Equivocal | Negative | Total |
| CDC HSV 2 Result | Positive | 30 | 0 | 0 | 30 |
| | Negative | 0 | 0 | 70 | 70 |
| | Total | 30 | 0 | 70 | 100 |
4. Clinical cut-off: Not Applicable.
5. Expected values/Reference range:
The performance of the SeraQuest HSV Type 2 Specific IgG test was assessed with masked, archived, unselected sera from 164 sexually active adults and from 242 expectant mothers. The reference method was a commercial Immunoblot test. The observed prevalence and the hypothetical predictive values for the two populations are shown in the tables below. The positive predictive value will decrease proportionally with the prevalence of HSV infection as shown below. The calculations were based on the SeraQuest HSV Type 2 Specific IgG test having a sensitivity of 91.8% and a specificity of 94.2% for the sexually active adults; and a sensitivity of 98.9% and a specificity of 99.4% for the expectant mothers.
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The following table shows the observed prevalence of HSV 2 IgG Antibodies in Sexually Active Adults and Expectant Mothers:
| Population | Sero-Status | Observed Prevalence |
| --- | --- | --- |
| | | SeraQuest HSV Type 2 Specific IgG |
| Sexually Active Adults | Negative | 62.2% (102/164) |
| | Positive | 37.8% (62/164) |
| Expectant Mothers | Negative | 63.2% (153/242) |
| | Positive | 35.8% (87/242) |
The following table shows the observed prevalence of HSV 2 IgG antibodies in sexually active adults (N=164) stratified by age:
| | | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Age in Years | Gender | Positive | | Equivocal | | Negative | | Total |
| | | N | % | N | % | N | % | |
| 18-20 | F | 14 | 78 | 0 | 0 | 4 | 22 | 18 |
| | M | 4 | 80 | 0 | 0 | 1 | 20 | 5 |
| 21-30 | F | 28 | 67 | 0 | 0 | 14 | 33 | 42 |
| | M | 8 | 80 | 0 | 0 | 2 | 20 | 10 |
| 31-40 | F | 14 | 70 | 0 | 0 | 6 | 30 | 20 |
| | M | 6 | 60 | 0 | 0 | 4 | 40 | 10 |
| 41-50 | F | 11 | 50 | 1 | 5 | 10 | 45 | 22 |
| | M | 8 | 62 | 0 | 0 | 5 | 38 | 13 |
| 51-60 | F | 4 | 36 | 1 | 9 | 6 | 55 | 11 |
| | M | 1 | 17 | 0 | 0 | 5 | 83 | 6 |
| 61-70 | F | 2 | 50 | 0 | 0 | 2 | 50 | 4 |
| | M | 1 | 33 | 1 | 33 | 1 | 33 | 3 |
| 71-80 | F | 1 | 100 | 0 | 0 | 0 | 0 | 1 |
| | M | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 81-89 | F | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| | M | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Total | | 102 | 62 | 3 | 2 | 59 | 36 | 164 |
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The following table shows the observed prevalence of HSV 2 IgG antibodies in expectant mothers (N=242) stratified by age:
| | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Age in Years | Positive | | Equivocal | | Negative | | Total |
| | N | % | N | % | N | % | |
| 18-20 | 16 | 72 | 1 | 5 | 5 | 23 | 22 |
| | | | | | | | |
| 21-30 | 95 | 64 | 2 | 1 | 51 | 35 | 148 |
| | | | | | | | |
| 31-40 | 38 | 58 | 0 | 0 | 28 | 42 | 66 |
| | | | | | | | |
| 41-50 | 4 | 67 | 0 | 0 | 2 | 33 | 6 |
| | | | | | | | |
| Total | 153 | 63 | 3 | 1 | 86 | 36 | 242 |
The following table shows the prevalence versus the hypothetical predictive values:
| Prevalence | Sexually Active Adults | | Expectant Mothers | |
| --- | --- | --- | --- | --- |
| | PPV | NPV | PPV | NPV |
| 50% | 94.0% | 91.9% | 99.3% | 98.9% |
| 40% | 91.3% | 94.5% | 99.0% | 99.2% |
| 30% | 87.2% | 96.4% | 98.6% | 99.5% |
| 25% | 84.0% | 97.1% | 98.2% | 99.6% |
| 20% | 79.8% | 97.8% | 97.6% | 99.7% |
| 15% | 73.6% | 98.4% | 96.6% | 99.8% |
| 10% | 63.7% | 99.0% | 94.8% | 99.8% |
| 5% | 45.4% | 99.5% | 89.8% | 99.9% |
# N. Proposed Labeling:
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
# O. Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
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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.