Clinically characterized patient serum samples from various disease cohorts (SLE, SSc, Sjögren's, RA, etc.)
The clinical validation study utilized 463 clinically characterized patient samples to determine the accuracy, clinical sensitivity, and specificity of the NOVA Lite DAPI ANA Kit compared to manual microscopy and digital reading methods.
Clinical validation; Retrospective clinical samples; Disease cohorts; Sensitivity and specificity
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
Clinical Sensitivity and Specificity Study; Retrospective clinical cohort study
463 clinically characterized samples including SLE, SSc, Sjögren's, RA, AIL, MCTD, and healthy controls; Sample Size: 463; Number of Sites: 3
Manual fluorescence microscopy
Clinical sensitivity, clinical specificity, and method agreement
NOVA Lite® DAPI ANA Kit is an indirect immunofluorescence assay for the qualitative detection and semi-quantitative determination of anti-nuclear antibodies of the IgG isotype in human serum by manual fluorescence microscopy or with the NOVA View Automated Fluorescence Microscope. The presence of anti-nuclear antibodies can be used in conjunction with other serological tests and clinical findings to aid in the diagnosis of systemic lupus erythematosus and other systemic rheumatic diseases. A trained operator must confirm results when generated with the NOVA View device.
Device Story
The NOVA Lite DAPI ANA Kit is an indirect immunofluorescence assay (IIFA) using HEp-2 cell substrate slides. Patient serum is incubated with HEp-2 cells; unbound antibodies are washed away. A FITC-conjugated anti-human IgG secondary antibody containing DAPI (a DNA-binding blue fluorescent dye) is applied. The DAPI dye enables automated imaging on the NOVA View system, while remaining invisible during traditional manual fluorescence microscopy. The device produces qualitative and semi-quantitative results (reactivity grades 0-4+). It is used in clinical laboratories by trained operators. The NOVA View system captures digital images of the slides, which the operator reviews on a computer monitor to confirm results. The output aids clinicians in diagnosing systemic rheumatic diseases by identifying the presence and pattern of autoantibodies.
Clinical Evidence
Clinical validation included 463 characterized samples (SLE, SSc, SS, MCTD, autoimmune myositis, healthy controls, etc.) tested at three sites. Primary endpoints were sensitivity, specificity, and agreement between manual, digital, and NOVA View interpretations. Sensitivity for SLE ranged 70.7–82.7% across sites/methods. Specificity (excluding healthy) ranged 67.2–77.0%. Overall agreement between NOVA View and manual reading was 87.0–89.8%. Pattern agreement between digital and manual reading was >90%.
Technological Characteristics
Materials: HEp-2 substrate slides, FITC-conjugated anti-human IgG, DAPI counterstain. Sensing: IIF microscopy. Energy: Mercury vapor or LED light source (460-495 nm excitation, 510-520 nm barrier). Connectivity: NOVA View system (networked/standalone). Software: NOVA View Software Version 2.1.3. Sterilization: Not applicable (reagents).
Indications for Use
Indicated for qualitative detection and semi-quantitative determination of IgG anti-nuclear antibodies (ANA) in human serum to aid in the diagnosis of systemic lupus erythematosus (SLE) and other systemic rheumatic diseases. For use by trained operators via manual fluorescence microscopy or the NOVA View Automated Fluorescence Microscope.
Regulatory Classification
Identification
An antinuclear antibody immunological test system is a device that consists of the reagents used to measure by immunochemical techniques the autoimmune antibodies in serum, other body fluids, and tissues that react with cellular nuclear constituents (molecules present in the nucleus of a cell, such as ribonucleic acid, deoxyribonucleic acid, or nuclear proteins). The measurements aid in the diagnosis of systemic lupus erythematosus (a multisystem autoimmune disease in which antibodies attack the victim's own tissues), hepatitis (a liver disease), rheumatoid arthritis, Sjögren's syndrome (arthritis with inflammation of the eye, eyelid, and salivary glands), and systemic sclerosis (chronic hardening and shrinking of many body tissues).
Predicate Devices
NOVA Lite® HEp-2 ANA kit (k880736)
Submission Summary (Full Text)
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# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION MEMORANDUM
A. 510(k) Number:
k150155
B. Purpose for Submission:
New assay
C. Measurand:
Anti-Nuclear Antibodies (ANA)
D. Type of Test:
Qualitative and/or semi-quantitative, indirect immunofluorescence
E. Applicant:
Inova Diagnostics, Inc.
F. Proprietary and Established Names:
NOVA Lite® DAPI ANA Kit
G. Regulatory Information:
1. Regulation section:
21 CFR 866.5100, Antinuclear antibody immunological test system
2. Classification:
Class II
3. Product code:
DHN – Antinuclear Antibody, Indirect Immunofluorescent, Antigen, Control
PIV – Automated indirect immunofluorescence microscope and software-assisted system for clinical use
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4. Panel:
Immunology (82)
H. Intended Use:
1. Intended use(s):
NOVA Lite® DAPI ANA Kit is an indirect immunofluorescence assay for the qualitative detection and semi-quantitative determination of anti-nuclear antibodies of the IgG isotype in human serum by manual fluorescence microscopy or with the NOVA View Automated Fluorescence Microscope. The presence of anti-nuclear antibodies can be used in conjunction with other serological tests and clinical findings to aid in the diagnosis of systemic lupus erythematosus and other systemic rheumatic diseases. A trained operator must confirm results when generated with the NOVA View device.
2. Indication(s) for use:
Same as intended use
3. Special conditions for use statement(s):
For prescription use only.
All software-aided results must be confirmed by the trained operator.
4. Special instrument requirements:
NOVA View® Automated Fluorescence Microscope using NOVA View® Software Version 2.1.3 (DEN140039) or manual fluorescence microscope equipped with a mercury vapor or LED light source, a 460-495 nm excitation filter and a 510-520 nm barrier filter.
I. Device Description:
The NOVA Lite® DAPI ANA Kit is an indirect immunofluorescence assay for the detection and semi-quantitative determination of anti-nuclear antibodies in human serum.
Kit components:
- HEp-2 (human epithelial cell) substrate slides; 12 wells/slide, with desiccant
- FITC IgG Conjugate with 4',6-diamidino-2-phenylindole (DAPI), containing 0.09% sodium azide; ready to use
- Positive Control: ANA Titratable Pattern, human serum with antibodies to HEp-2 nuclei in buffer, containing 0.09% sodium azide; pre-diluted, ready to use
- Negative Control: IFA System Negative Control, diluted human serum with no ANA
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present, containing 0.09% sodium azide; pre-diluted, ready to use
- PBS II (40x) Concentrate, sufficient for making 2000 mL of 1x PBS II
- Mounting Medium, containing 0.09% sodium azide
- Coverslips
## J. Substantial Equivalence Information:
1. Predicate device name(s):
NOVA Lite® HEp-2 ANA kit
2. Predicate 510(k) number(s):
k880736
3. Comparison with predicate:
| Similarities | | |
| --- | --- | --- |
| Item | Device: NOVA Lite® DAPI ANA Kit | Predicate: NOVA Lite® HEp-2 ANA Kit |
| Intended Use | Qualitative or semi-quantitative detection of anti-nuclear antibodies (ANA) used as an aid in the diagnosis of SLE and other systemic rheumatic diseases in conjunction with other clinical and laboratory findings. | Same |
| Methodology | Indirect Immunofluorescence (IIF) | Same |
| Procedure | Standard IIF technique | Same |
| Reported Result | Qualitative, Semi-quantitative titer | Same |
| Sample Matrix | Serum | Same |
| Analyte | ANA of IgG isotype | Same |
| Antigen | HEp-2 cells | Same |
| Slides | 12-well coated with antigen | Same |
| Conjugate | FITC-conjugated anti-human IgG (Fc specific) | Same |
| Controls | One positive (homogenous pattern) control and one negative control | Same |
| Storage | 2–8°C | Same |
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| Differences | | |
| --- | --- | --- |
| Item | Device: NOVA Lite® DAPI ANA Kit | Predicate: NOVA Lite® HEp-2 ANA kit |
| Recommended sample dilution | 1:80 | 1:40 |
| Cut-off Level | 1:80 | 1:40 |
| Counterstain/additional dye in conjugate | 4',6-diamidino-2-phenylindole (DAPI) | None |
| Interpretation | Manual fluorescence microscopy or NOVA View Device | Manual fluorescence microscopy |
| Shelf-life Stability | 12 months | 24 months |
## K. Standard/Guidance Document Referenced (if applicable):
Guidance for Industry and FDA Staff: Recommendations for Anti-Nuclear Antibody (ANA) Test System Premarket (510(k)) Submissions (January 22, 2009).
C28-A3, Defining, Establishing, and Verifying Reference Intervals in the Clinical Laboratory; Approved Guideline, Third Addition.
EP07-A2, Interference Testing in Clinical Chemistry, Approved Guideline, Second Edition.
EP09-A2IR, Method Comparison and Bias Estimation Using Patient Samples; Approved Guideline, Second Edition (Interim Revision) (used for matrix comparison).
## L. Test Principle:
Samples diluted 1:80 in PBS are incubated with the antigen substrate (HEp-2 cells) coated on the slide. After incubation, unbound antibodies are washed off. The substrate is then incubated with anti-human IgG-FITC conjugate. The conjugate contains a DNA-binding blue fluorescent dye, 4',6-diamidino-2-phenylindole (DAPI) that is required for NOVA View® use. Unbound reagent is washed off, and the slides are coverslipped. Stained slides can be read by manual fluorescence microscopy, or scanned with the NOVA View®. The NOVA View® will suggest a result (positive/negative) and a pattern (homogeneous, speckled, centromere, nucleolar, nuclear dots or unrecognized) for positive results. The resulting digital images can be reviewed and interpreted from the computer monitor. Samples that are positive at 1:80 may be titered manually by performing a two-fold serial dilution from the initial screening dilution with PBS buffer (i.e. 1:80, 1:160, 1:320, 1:640, 1:1280, 1:2560, etc.) to determine the endpoint titer.
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M. Performance Characteristics (if/when applicable):
1. Analytical performance:
Nomenclature used in studies:
- Throughout the submission, results obtained by manual reading of the same slides are used as reference method
- “Manual” and “Manual reading” refer to results obtained by the operator reading and interpreting the slides with a traditional fluorescence microscope.
- “Digital”, Digital reading” and “Digital image” refers to results obtained by the operator reading NOVA View® generated images on the computer monitor, blinded to the suggested interpretation.
- “NOVA View®” refers to results obtained with the NOVA View® Automated Fluorescent Microscope, such as Light Intensity Units (LIU), positive/negative classification and pattern information.
a. Precision/Reproducibility:
Repeatability
To assess repeatability of the NOVA Lite® DAPI ANA kit using the NOVA View® and a manual microscope, three different studies were performed. For each study, samples were diluted for each run separately; therefore, if 10 runs were performed, 10 dilutions were prepared at the beginning of the slide processing. Within one run, the same dilution was tested in triplicate. The same reagent lot was used by all three repeatability studies.
The first study tested three negative and 10 positive samples with various patterns and intensities were stained with NOVA Lite® DAPI ANA kit, and tested in triplicates in 10 runs (two runs per day), resulting in 30 data points for each sample. The slides were scanned by NOVA View®, and the resulting digital images were interpreted by the operator. The slides in this study were not read with a manual microscope; i.e. only two set of results were generated: NOVA View® output and digital image reading results. The percentage of positive/negative calls are presented below:
| | | NOVA View output | | | Digital Reading | |
| --- | --- | --- | --- | --- | --- | --- |
| Sample ID | N | Mean LIU | % Negative | % Positive | % Negative | % Positive |
| NVB012 | 30 | 4.7 | 100% | 0% | 100% | 0% |
| NVB007 | 30 | 7.6 | 100% | 0% | 100% | 0% |
| NVB063 | 30 | 7.9 | 100% | 0% | 100% | 0% |
| NVB111 | 30 | 38.5 | 63.3% | 36.7% | 3.3% | 96.7% |
| NVB079 | 30 | 91.6 | 13.3% | 86.7% | 3.3% | 96.7% |
| NVB009 | 30 | 229.1 | 0% | 100% | 0% | 100% |
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A second study cohort of samples was selected to challenge the cut-off LIU of the NOVA View® System. Twenty-two samples covering all patterns identified by the NOVA View® which included 20 samples considered borderline/LIU values around cut-off, and 2 samples with $3+$ average grade intensity level. Samples were tested in three replicates, in 10 runs (2 runs per day), resulting in 30 data points for each sample. Samples were diluted to target low-positive samples and challenge the NOVA View® LIU and then diluted a second time at 1:80 per the kit instructions for use. The slides were scanned with NOVA View®, and digital images were interpreted. The same slides were then read with a manual microscope. In total, three set of results were generated: NOVA View® output, digital image reading results and manual reading results.
| | | NOVA View output | | | Manual Reading | | Digital Reading | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Sample ID | N | Mean LIU | % Negative | % Positive | % Negative | % Positive | % Negative | % Positive |
| NV20 | 30 | 3.5 | 100% | 0% | 100% | 0% | 100% | 0% |
| NV16 | 30 | 10.2 | 100% | 0% | 100% | 0% | 100% | 0% |
| NV2 | 30 | 11.4 | 100% | 0% | 100% | 0% | 100% | 0% |
| NV8 | 30 | 13.5 | 100% | 0% | 100% | 0% | 100% | 0% |
| NV15 | 30 | 16.6 | 100% | 0% | 13.3% | 86.7% | 16.7% | 83.3% |
| NV9 | 30 | 19.1 | 100% | 0% | 46.7% | 53.3% | 100% | 0% |
| SB24216 | 30 | 31.4 | 86.7% | 13.3% | 0% | 100% | 0% | 100% |
| NV22 | 30 | 33.6 | 76.7% | 23.3% | 96.7% | 3.3% | 76.7% | 23.3% |
| NV26 | 30 | 38.4 | 90.0% | 10.0% | 60.0% | 40.0% | 53.3% | 46.7% |
| NV14 | 30 | 38.8 | 43.3% | 56.7% | 6.7% | 93.3% | 0% | 100% |
| NV13 | 30 | 40.5 | 66.7% | 33.3% | 0% | 100% | 6.7% | 93.3% |
| NV5 | 30 | 40.7 | 66.7% | 33.3% | 0% | 100% | 16.7% | 83.3% |
| NVB440 | 30 | 43.8 | 73.3% | 26.7% | 33.3% | 66.7% | 46.7% | 53.3% |
| NV4 | 30 | 57.5 | 43.3% | 56.7% | 0% | 100% | 0% | 100% |
| NVB201 | 30 | 62.8 | 26.7% | 73.3% | 0% | 100% | 0% | 100% |
| NVB074 | 30 | 63.8 | 16.7% | 83.3% | 0% | 100% | 0% | 100% |
| NV12 | 30 | 64.8 | 36.7% | 63.3% | 0% | 100% | 0% | 100% |
| NVB369 | 30 | 72.4 | 23.3% | 76.7% | 3.3% | 96.7% | 13.3% | 86.7% |
| NV7 | 30 | 74.1 | 10.0% | 90.0% | 0% | 100% | 0% | 100% |
| NV10 | 30 | 128.5 | 30.0% | 70.0% | 0% | 100% | 0% | 100% |
| NV23 | 30 | 822.4 | 0% | 100% | 0% | 100% | 0% | 100% |
| NV6 | 30 | 903.9 | 0% | 100% | 0% | 100% | 0% | 100% |
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A third, separate study was also performed with samples tested in triplicates or duplicates, in five runs, resulting in 15 or 10 data points for each sample. The slides were scanned with the NOVA View®, and digital images were interpreted. Slides were also read with a manual microscope. Three set of results were generated: NOVA View® output, digital image reading results and manual reading results.
| | | NOVA View output | | | Manual Reading | | Digital Reading | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Sample ID | N | Mean LIU | % Negative | % Positive | % Negative | % Positive | % Negative | % Positive |
| PMDx 5087 | 15 | 24.6 | 100% | 0% | 100% | 0% | 100% | 0% |
| SS-A Monospecific 08203 | 15 | 103.6 | 0% | 100% | 0% | 100% | 0% | 100% |
| AMA 930328 | 15 | 882.6 | 0% | 100% | 0% | 100% | 0% | 100% |
| Centromere 120571 | 10 | 1052.9 | 0% | 100% | 0% | 100% | 0% | 100% |
| Nucleolar 120559 | 10 | 1339.8 | 0% | 100% | 0% | 100% | 0% | 100% |
| DNA PS0007 520847 | 15 | 1375.6 | 0% | 100% | 0% | 100% | 0% | 100% |
| ANA DNA 420530 | 10 | 1607.8 | 0% | 100% | 0% | 100% | 0% | 100% |
| SmRNP 220951 | 10 | 2811.2 | 0% | 100% | 0% | 100% | 0% | 100% |
For both digital image reading and manual reading for study one and study two, intensity grades were within $\pm 1$ reactivity grade within one run (within triplicates), and the average grade was no more than one reactivity grade different between runs. Pattern determination was consistent for $100\%$ of the replicates (for positive samples only).
# Reproducibility:
To assess between operator and between instrument variability, a reproducibility study was performed at Inova Diagnostics (internal; Site#1) and at two external sites (Sites #2, #3) using the same sample cohort.
A cohort of 120 samples at each location was processed with NOVA Lite® DAPI ANA kit, and scanned with NOVA View®. Digital images were interpreted and confirmed. Additionally, a second operator read and interpreted the same digital images at each location. Altogether, six digital image datasets were generated (three locations, two operators at each site). The same digital images were read by the two operators at each site, but different slides were read at all three locations.
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The 120 samples were selected to represent approximately 50% negative and 50% positive samples with various patterns. All major patterns were represented, and reactivity grades ranged from 0 to 4.
Within-Site Reproducibility:
Within-Site Agreement:
| N=120 | | Positive Agreement % (95% CI) | Negative Agreement % (95% CI) | Total Agreement % (95% CI) |
| --- | --- | --- | --- | --- |
| Site#1 | NOVA View vs Manual | 100.0 (93.7–100.0) | 98.4 (91.5–100.0) | 99.2 (95.4–100.0) |
| | Digital vs Manual | 100.0 (93.7–100.0) | 98.4 (91.5–100.0) | 99.2 (95.4–100.0) |
| | Digital vs NOVA View | 100.0 (93.8–100.0) | 100.0 (94.2–100.0) | 100.0 (97.0–100.0) |
| Site#2 | NOVA View vs Manual | 95.0 (81.6–99.0) | 98.3 (91.1–100.0) | 96.7 (91.7–99.1) |
| | Digital vs Manual | 96.7 (88.5–99.6) | 95.0 (86.1–99.0) | 95.8 (90.5–98.6) |
| | Digital vs NOVA View | 93.4 (84.1–98.2) | 98.3 (90.9–100.0) | 95.8 (90.5–98.6) |
| Site#3 | NOVA View vs Manual | 94.6 (85.1–96.8) | 98.4 (91.6–100.0) | 96.7 (91.7–99.1) |
| | Digital vs Manual | 92.9 (82.7–98.0) | 100.0 (94.4–100.0) | 96.7 (91.7–99.1) |
| | Digital vs NOVA View | 100.0 (93.2–100.0) | 97.1 (89.9–99.6) | 98.3 (94.1–99.8) |
Within-Site Pattern Agreement across method:
Pattern agreement was assessed in pair-wise comparison between manual reading, NOVA View® results, and digital image reading at each site. Only definitive patterns (Homogeneous, Speckled, Centromere, Nucleolar, Nuclear dots) were considered as pattern agreement. NOVA View® reported "Unrecognized" patterns and user reported "Other" patterns were not considered as an agreement.
Out of the 120 samples in the reproducibility cohort, there were 57 positive samples at Site #1, 60 at Site #2 and 56 at Site #3 by manual reading (reference method). A summary table of pattern agreement is shown below:
| N=120 | Number (%) of samples with pattern agreement* | | |
| --- | --- | --- | --- |
| | Site #1 | Site #2 | Site #3 |
| Digital vs Manual | 96.5% | 95.0% | 96.4% |
| NOVA View vs Manual | 78.9% | 83.3% | 80.4% |
| Digital vs NOVA View | 77.2% | 80.0% | 80.4% |
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*As percentage of samples that were positive with manual interpretation.
Fluorescent intensity (grade) agreement:
Fluorescence intensity grades were within $\pm$ one grade from each other between manual reading and digital image reading, as shown below:
| N=120 | Percent of samples within ± one grade | | |
| --- | --- | --- | --- |
| | Site #1 | Site #2 | Site #3 |
| Digital vs Manual | 98.3% | 99.2% | 99.2% |
# Between-Site Reproducibility:
Between-site reproducibility was assessed by calculating average positive, average negative and total agreement between NOVA View® generated results, digital image reading result and manual (traditional) reading results between the three sites. Confidence intervals were determined using bootstrap analysis. Results are shown below:
Manual Reading Between-Site:
| Manual Reading N=120 | Site #1 vs. Site #2 | Site #1 vs. Site #3 | Site #2 vs. Site #3 |
| --- | --- | --- | --- |
| Average Positive Agreement % (95%CI) | 97.4 (94.0–100.0) | 99.1 (97.0–100.0) | 96.6 (92.7–99.2) |
| Average Negative Agreement % (95%CI) | 97.6 (94.3–100.0) | 99.2 (97.4–100.0) | 96.8 (93.1–99.3) |
| Overall Agreement % (95%CI) | 97.5 (92.9–99.5) | 99.2 (95.4–100.0) | 96.9 (91.7–99.1) |
Digital Reading Between-Site:
| Digital Reading* N=120 | Site #1 vs. Site #2 | Site #1 vs. Site #3 | Site #2 vs. Site #3 |
| --- | --- | --- | --- |
| Average Positive Agreement % (95%CI) | 95.8 (91.6–99.2) | 94.5 (89.6–98.3) | 92.0 (86.2–96.7) |
| Average Negative Agreement % (95%CI) | 95.9 (97.1–99.2) | 95.4 (91.2–98.6) | 92.9 (87.7–97.1) |
| Overall Agreement % (95%CI) | 95.8 (90.5–98.6) | 95.0 (89.4–98.1) | 925 (86.2–96.5) |
*Considering only Operator #1 results. Operator #2 had similar results (see between-operator agreement below).
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NOVA View® Interpretation Between-Site:
| NOVA View N=120 | Site #1 vs. Site #2 | Site #1 vs. Site #3 | Site #2 vs. Site #3 |
| --- | --- | --- | --- |
| Average Positive Agreement % (95%CI) | 100.0 (100.0–100.0) | 96.4 (92.4–99.2) | 96.4 (92.4–99.2) |
| Average Negative Agreement % (95%CI) | 100.0 (100.0–100.0) | 96.6 (93.3–99.3) | 96.6 (93.3–99.3) |
| Overall Agreement % (95%CI) | 100.0 (97.0–100.0) | 96.7 (91.7–99.1) | 96.7 (91.7–99.1) |
Between Operator Agreement:
Between operators, total agreement was $>90\%$ in each of the 15 pair-wise comparisons, as shown in the matrix below:
| % Overall Agreement (Positive/Negative) for digital image reading across all operators | | | | | | |
| --- | --- | --- | --- | --- | --- | --- |
| | Site #1 Op #1 | Site #1 Op #2 | Site #2 Op #1 | Site #2 Op #2 | Site #3 Op #1 | Site #3 Op #2 |
| Site #1 Op #1 | N/A | 99.2% | 95.8% | 100.0% | 95.0% | 94.2% |
| Site #1 Op #2 | | N/A | 95.0% | 99.2% | 94.2% | 93.3% |
| Site #2 Op #1 | | | N/A | 95.8% | 92.5% | 91.7% |
| Site #2 Op #2 | | | | N/A | 95.0% | 94.2% |
| Site #3 Op #1 | | | | | N/A | 99.2% |
Lot-to-Lot Comparison
A lot-to-lot reproducibility study was also performed using three reagent lots: 008559, 009398 and 009399. Forty sera were tested along with eight controls (one negative and one positive control on each slide).
The following comparisons were made:
Digital image reading: negative/positive, grade and pattern comparison
- Manual image reading: negative/positive, grade and pattern comparison
NOVA view® output: negative/positive, LIU and pattern comparison
Digital Reading Between-Lot Agreement:
| Digital Reading | Lot 008559 vs Lot 009398 | Lot 008559 vs Lot 009399 | Lot 009398 vs Lot 009399 |
| --- | --- | --- | --- |
| Average Positive Agreement % (95%CI) | 95.2 (87.2–100.0) | 93.0 (83.3–100.0) | 97.6 (90.9–100.0) |
| Average Negative Agreement % (95%CI) | 94.7 (85.7–100.0) | 91.9 (80.9–100.0) | 97.4 (90.9–100.0) |
| Overall Agreement % (95%CI) | 95.0 (83.1–99.4) | 92.5 (79.6–94.4) | 97.5 (86.8–99.9) |
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Manual Reading Between-Lot Agreement:
| Digital Reading | Lot 008559 vs Lot 009398 | Lot 008559 vs Lot 009399 | Lot 009398 vs Lot 009399 |
| --- | --- | --- | --- |
| Average Positive Agreement % (95%CI) | 95.8 (88.9–100.0) | 95.8 (88.9–100.0) | 100.0 (100.0–100.0) |
| Average Negative Agreement % (95%CI) | 93.8 (82.8–100.0) | 93.8 (82.8–100.0) | 100.0 (100.0–100.0) |
| Overall Agreement % (95%CI) | 95.0 (83.1–99.4) | 95.0 (83.1–99.4) | 100.0 (91.2–100.0) |
Lot-to-Lot Grade Agreement:
All grades (100%) were within ± 1 grade from each other for all samples in any pairwise comparisons.
Lot-to-Lot Pattern Agreement:
Pattern agreement was assessed in pairwise comparison between lots. Only definitive patterns (Homogeneous, Speckled, Centromere, Nucleolar, Nuclear dots) were considered as pattern agreement. User reported “Other” patterns were not considered as an agreement. There was 100% pattern agreement between the lots with manual and digital (not NOVA View only) image reading.
b. Linearity/assay reportable range:
Not applicable
c. Traceability, Stability, Expected values (controls, calibrators, or methods):
Traceability:
A recognized standard for anti-nuclear antibodies is not available.
Stability:
Accelerated stability study was performed on three lots of conjugate with DAPI according to an isochronous design, at 37 ± 3°C for 4 weeks. Each week a new vial of sealed component was placed in the incubator at 37 ± 3°C, and all components were tested at the end of the study period together with a vial that was stored at 5 ± 3°C (control). Testing was performed by staining the slides with characterized samples. All calculations were performed by comparing results obtained with the control vial (stored at 5 ± 3°C) to those obtained with vials stored at 37 ± 3°C for 1, 2, 3, and 4 weeks, where one week is equal to six months at 5 ± 3°C. All slides were
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scanned with NOVA View® and with manual microscopy by the same operator.
The sponsor’s acceptance criteria for one year preliminary shelf life was that reactivity grades obtained on slides stored at 37 °C for 2 weeks were within ± one grade of those obtained on the control slides. All criteria were met.
Closed vial stability claim is one year at 5 ± 3°C.
d. Detection limit:
Not applicable
e. Analytical specificity:
Interference:
The interference study was performed according to CLSI EP07-A2. Interference by bilirubin, hemoglobin, triglycerides, cholesterol and rheumatoid factor (RF) IgM was assessed using the following final three testing concentrations:
| Interfering substance | Maximum final Concentration tested | Medium final Concentration tested | Minimum final concentration tested |
| --- | --- | --- | --- |
| Bilirubin, conjugated | 10 mg/dL | 5 mg/dL | 2.5 mg/dL |
| Hemoglobin | 200 mg/dL | 100 mg/dL | 50 mg/dL |
| Triglycerides | 1000 mg/dL | 500 mg/dL | 250 mg/dL |
| Cholesterol | 224.3 mg/dL | 112.1 mg/dL | 56 mg/mL |
| RF IgM | 56 AU | 33.6 AU | 11.2 AU |
Three specimens were tested (one negative, one medium positive, and one strong positive) in triplicate for each level of interferant. Interfering substances (hemoglobin, bilirubin, triglycerides, and cholesterol) were spiked into every specimen at three different concentrations in 10% of total specimen volume resulting in the final interferant concentrations indicated in the table above. To assess interference with rheumatoid factor (RF), 10%, 30% and 50% RF positive sample by volume was added to the test samples. Appropriate controls were made by adding 10% sample diluent to the same samples. All samples were processed with NOVA Lite® DAPI ANA kit, and scanned with NOVA View®. Digital images were interpreted and confirmed. All slides were read by the same operator with manual microscopy.
Reactivity grades of samples containing the interfering substance were within ± one grade of the control samples with both manual and digital reading.
No interference was detected with bilirubin up to 10 mg/dL, hemoglobin up to 200
12
{12}
mg/dL, triglycerides up to 1000 mg/dL, cholesterol up to 224.3 mg/dL and RF IgM up to 56 AU.
## Cross-reactivity:
Refer to clinical study section and differential diagnosis samples.
The CDC ANA reference standards (also known as IUIS ANA reference standards) were tested with the NOVA Lite® DAPI ANA kit, and scanned with NOVA View®. Digital images were interpreted and confirmed. Additionally, slides were read with traditional manual microscope by the same operator.
All reference sera produced the expected pattern. The results of NOVA View® digital image trained operator confirmed interpretation were within ± one reactivity grade from that of manual interpretation of the slides. No discrepancies in pattern interpretation were seen between manual and digital results.
| CDC Reference Serum ID | Expected ANA pattern | Known antibody specificity | Pattern with Manual microscopic reading | Pattern with Digital image reading |
| --- | --- | --- | --- | --- |
| ANA Human Reference Serum #1 | Homogeneous/ Rim | nDNA | Homogeneous | Homogeneous |
| ANA Human Reference Serum #2 | Speckled | SS-B/La | Speckled | Speckled |
| ANA Human Reference Serum #3 | Speckled | RNP, SS-B/La, SS-A/Ro | Speckled | Speckled |
| ANA Human Reference Serum #4 | Speckled | U1-RNP | Speckled | Speckled |
| ANA Human Reference Serum #5 | Speckled | Sm | Speckled | Speckled |
| ANA Human Reference Serum #6 | Nucleolar | Fibrillarin | Nucleolar | Nucleolar |
| ANA Human Reference Serum #7 | N/A | SS-A/Ro | Speckled | Speckled |
| ANA Human Reference Serum #8 | Centromere | Centromere | Centromere | Centromere |
{13}
| CDC Reference Serum ID | Expected ANA pattern | Known antibody specificity | Pattern with Manual microscopic reading | Pattern with Digital image reading |
| --- | --- | --- | --- | --- |
| ANA Human Reference Serum #9 | N/A | Scl-70 | Homogeneous | Homogeneous |
| ANA Human Reference Serum #10 | N/A | Jo-1 | ANA Negative; Cytoplasmic speckled (Jo-1 like) | ANA Negative; Cytoplasmic speckled (Jo-1 like) |
| ANA Human Reference Serum #11 | N/A | PM-Scl | Nucleolar | Nucleolar |
| ANA Human Reference Serum #12 | N/A | Ribosomal P | Negative* | Negative* |
*Anti-ribosomal antibodies show variable levels of detectability on HEp-2 cells
f. Assay cut-off:
The recommended starting dilution, above which the result is reported as positive and below which the result is reported as negative, is 1:80 for use with the NOVA View® System and manual microscopy. The serum dilution of 1:80 was selected to provide optimal clinical sensitivity and specificity.
Light Intensity Unit (LIU) Cut-off:
The cut-off LIU has been established on 120 serum samples from apparently healthy blood bank donors. All samples were processed with NOVA Lite® DAPI ANA kit, and scanned with NOVA View®. Digital images were interpreted and confirmed. All slides were read by the same operator with manual microscopy.
The specificity value for the manual read was used as reference to establish the cut-off in LIU values with the performance goal that the NOVA View® report results showing good agreement with results generated by manual reading.
The LIU values for the 120 samples ranged from 0 to 286 LIU, with a mean value of 20 and SD of 34. The cut-off was established with the non-parametric percentile method. The 90th percentile of LIU values was 48.8 (90% CI: 31 to 78%), so 48 LIU was selected as the cut-off LIU. The cut-off value is entered in the software during NOVA View® installation and setup, and is used for classification of samples as negative or positive. The cut-off for the NOVA View® cannot be modified.
At a cut-off level of 48 LIU, NOVA View® classification showed 98.3% overall
{14}
agreement with digital image reading results, and 95.0% overall agreement with manual reading results. The overall agreement between digital image reading and manual reading was determined to be 96.7%.
## 2. Comparison studies:
a. Method comparison with predicate device:
To demonstrate the equivalent performance of the NOVA Lite® DAPI ANA Kit which contains the DAPI conjugate and is used with a cut-off of 1:80 to the predicate kit without DAPI and a 1:40 starting dilution, a method comparison study was performed using 410 samples made up of 400 clinically characterized sera, and 10 samples with known ANA patterns.
All slides were interpreted with traditional fluorescence microscopy only. Interpretation included positive/negative categorization, pattern interpretation and grading of positive samples on a scale of 1+ to 4+.
The distribution of the cohort and the frequency of positive results are shown in the table below:
| Disease status | # of samples | New kit: NOVA Lite DAPI ANA Kit 1:80 | | Predicate: NOVA Lite HEp-2 ANA Kit 1:40 | |
| --- | --- | --- | --- | --- | --- |
| | | # pos | % pos | # pos | % pos |
| Healthy controls | 150 | 17 | 11.3% | 41 | 27.3% |
| SLE | 100 | 80 | 80% | 85 | 85% |
| Sjögren’s (SS) | 30 | 21 | 70% | 23 | 76.7% |
| Systemic sclerosis (SSc) | 30 | 15 | 50% | 20 | 66.7% |
| Autoimmune myositis (AIM) | 10 | 7 | 70% | 9 | 90% |
| MCTD | 20 | 12 | 60% | 12 | 60% |
| Infectious disease | 30 | 4 | 13.3% | 5 | 16.7% |
| Rheumatoid arthritis (RA) | 30 | 17 | 56.7% | 20 | 66.7% |
| Centromere Ab Pos | 5 | 5 | 100% | 5 | 100% |
| Mitochondrial Ab Pos | 5 | 5 | 100% | 4 | 80% |
| Total | 410 | 183 | | 224 | |
Agreement between methods:
{15}
16
| 1:80 vs 1:40 Dilution | Predicate
NOVA Lite HEp-2 ANA Kit, 1:40 | | | |
| --- | --- | --- | --- | --- |
| | | Positive | Negative | Total |
| New Assay
NOVA Lite DAPI
ANA Kit, 1:80 | Positive | 179 | 5 | 184 |
| | Negative | 45 | 181 | 226 |
| | Total | 224 | 186 | 410 |
Positive Agreement = 79.9% (179/224) (95% CI: 74.1 – 85.0%)
Negative Agreement = 97.3% (181/186) (95% CI: 91.5 – 100.0%)
Overall Agreement = 87.7% (301/410) (95% CI: 84.2 – 90.8%)
## Pattern Agreement:
A total of 179 samples were positive by both kits/dilutions. There was 97% agreement between the two dilutions. Of the positive samples, there were only five discrepant including patterns interpreted as "other".
## Grade Agreement:
Fluorescence intensity grades were within ± one grade from each other for 407 samples (99.5%). Grade agreement is shown in the matrix below:
| | Fluorescence grade, predicate device 1:40 | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| | | 0 | 1+ | 2+ | 3+ | 4+ | Total |
| Fluorescence grade
NOVA Lite
DAPI ANA
Kit, 1:80 | 0 | 181 | 44 | 1 | 0 | 0 | 226 |
| | 1+ | 3 | 35 | 31 | 0 | 0 | 69 |
| | 2+ | 1 | 3 | 37 | 24 | 0 | 65 |
| | 3+ | 0 | 0 | 0 | 14 | 11 | 25 |
| | 4+ | 0 | 0 | 0 | 1 | 23 | 24 |
| | Total | 185 | 82 | 69 | 39 | 34 | 409* |
*Grade was not reported for one sample
## Clinical Sensitivity and Specificity for cohort:
| | Sensitivity % (95% CI) | | Specificity** % (95% CI)
N=60 |
| --- | --- | --- | --- |
| | SLE
N=100 | SARD*
N=190 | |
| New Assay:
NOVA Lite
DAPI ANA
Kit 1:80 | 80.8%
(71.7 – 88.0) | 71.4%
(64.4 – 77.8) | 65.0%
(51.6 – 76.9) |
| Predicate
NOVA Lite
HEp-2 ANA
Kit 1:40 | 85.9%
(77.4 – 92.0) | 78.8%
(72.3 – 84.4) | 56.7%
(43.2 – 69.4) |
*SARD: Systemic Autoimmune Rheumatic Disease (includes SLE, SSc, SS, MCTD and IIM)
{16}
**Control samples include RA and infectious disease population
# Conjugate comparison:
The NOVA Lite® DAPI ANA Kit contains the same components as the predicate device, with the exception of the conjugate. To adapt the assay for use on NOVA View®, the blue fluorescent dye DAPI (4',6-diamidino-2-phenylindole) that binds strongly to A-T rich regions in DNA was added to the conjugate. The addition of DAPI does not influence the test utility and performance when used manually, as it is not visible at the wavelength used for reading slides with traditional fluorescence microscopy, and does not interfere with antibody binding.
To demonstrate the equivalent performance of the conjugate with and without DAPI, a comparison study has been performed on clinical samples.
407 individual serum samples have been tested. Two sets of slides were stained: one with the conjugate without DAPI (the predicate device), the other with the conjugate with DAPI (NOVA Lite® DAPI ANA Kit). The 1:80 serum dilution was used for both kits. The two sets of slides were read by the same operator by manual microscopy. Positive/negative agreement, pattern agreement and grade correlation were evaluated.
Agreement:
| DAPI Comparison | Predicate Conjugate without DAPI | | | |
| --- | --- | --- | --- | --- |
| | | Positive | Negative | Total |
| New Assay | Positive | 210 | 11 | 221 |
| Conjugate | Negative | 3 | 183 | 186 |
| With DAPI | Total | 213 | 194 | 407 |
Positive Agreement $= 98.6\%$ (210/213) $(95\% \mathrm{CI}:95.9 - 99.7\%)$
Negative Agreement $= 94.3\%$ (183/194) $(95\% \mathrm{CI}:90.1 - 97.1\%)$
Overall Agreement $= 96.6\%$ (393/407) $(95\% \mathrm{CI}:94.3 - 98.1\%)$
Grade Agreement:
| | Predicate Conjugate without DAPI | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| | | 0 | 1+ | 2+ | 3+ | 4+ | Total |
| New Assay Conjugate With DAPI | 0 | 183 | 3 | 0 | 0 | 0 | 186 |
| | 1+ | 11 | 71 | 8 | 0 | 0 | 90 |
| | 2+ | 0 | 14 | 73 | 3 | 0 | 90 |
| | 3+ | 0 | 0 | 2 | 26 | 2 | 30 |
| | 4+ | 0 | 0 | 0 | 2 | 9 | 11 |
| | Total | 194 | 88 | 83 | 31 | 11 | 407 |
{17}
b. Matrix comparison:
Not applicable
# 3. Clinical studies:
a. Clinical Sensitivity and Specificity:
To determine accuracy and clinical sensitivity and specificity, a cohort of 463 clinically characterized samples were processed with NOVA Lite® DAPI ANA kit, and scanned with NOVA View®. Digital images were independently interpreted and confirmed by a trained operator. Additionally, slides were read with traditional manual microscope by the same operator. The same slides were read at three different locations, one internal (site 1) and two external (sites 2 and 3).
The number and distribution of the samples are shown below:
| Sample type | Number of samples |
| --- | --- |
| Healthy control | 75 |
| HBV | 20 |
| HCV | 5 |
| HIV | 5 |
| Syphilis | 5 |
| Systemic Lupus Erythematosus (SLE) | 75 |
| Systemic Sclerosis (SSc) | 20 |
| Sjögren's syndrome(SS) | 20 |
| Autoimmune Liver Disease (AIL) | 20 |
| Rheumatoid arthritis (RA) | 20 |
| Mixed Connective Tissue Disease (MCTD) | 21 |
| Autoimmune myositis | 26 |
| Fibromyalgia | 25 |
| Anti-MPO/anti-PR3 | 26 |
| Crohn's/Inflammatory bowel disease | 20 |
| Autoimmune thyroiditis | 24 |
| Celiac disease | 24 |
| Drug induced lupus (DIL) | 25 |
| Other | 7 |
| Total | 463 |
Number Positive and Percent Positivity rates in the various disease cohorts by method (NOVA View®, Manual read or Digital read) at the three locations are listed below:
{18}
| | Number of positive samples | | | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | | Manual | | | Digital | | | NOVA View | | |
| Sample type | N | Site 1 | Site 2 | Site 3 | Site 1 | Site 2 | Site 3 | Site 1 | Site 2 | Site 3 |
| Healthy control | 75 | 4 | 7 | 13 | 5 | 2 | 8 | 4 | 2 | 19 |
| HBV | 20 | 5 | 4 | 2 | 3 | 3 | 1 | 1 | 1 | 4 |
| HCV | 5 | 0 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 |
| HIV | 5 | 0 | 0 | 2 | 2 | 1 | 2 | 2 | 2 | 5 |
| Syphilis | 5 | 0 | 0 | 3 | 3 | 0 | 3 | 3 | 1 | 3 |
| SLE | 75 | 54 | 53 | 62 | 60 | 55 | 61 | 60 | 54 | 62 |
| SSc | 20 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 |
| SS | 20 | 9 | 11 | 14 | 13 | 9 | 14 | 12 | 9 | 15 |
| AIL | 20 | 16 | 18 | 17 | 20 | 17 | 18 | 20 | 17 | 20 |
| RA | 20 | 11 | 15 | 15 | 14 | 14 | 13 | 15 | 13 | 13 |
| MCTD | 21 | 10 | 10 | 8 | 10 | 8 | 8 | 10 | 8 | 8 |
| Autoimmune myositis | 26 | 7 | 9 | 10 | 6 | 7 | 7 | 6 | 8 | 8 |
| Fibromyalgia | 25 | 9 | 11 | 9 | 6 | 6 | 10 | 6 | 5 | 8 |
| Anti-MPO/anti-PR3 | 26 | 3 | 5 | 4 | 4 | 4 | 4 | 1 | 5 | 5 |
| Crohn's/Inflammatory bowel disease | 20 | 9 | 8 | 8 | 8 | 7 | 7 | 8 | 6 | 7 |
| Autoimmune thyroiditis | 24 | 4 | 6 | 5 | 3 | 2 | 4 | 2 | 3 | 5 |
| Celiac disease | 24 | 4 | 7 | 7 | 3 | 5 | 4 | 3 | 3 | 2 |
| Drug induced lupus | 25 | 5 | 5 | 7 | 5 | 5 | 5 | 4 | 5 | 4 |
| Other | 7 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 |
| Total | 463 | 171 | 190 | 209 | 187 | 166 | 191 | 179 | 163 | 211 |
{19}
| | Percent Positive Samples | | | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | | Manual | | | Digital | | | NOVA View | | |
| Sample type | N | Site 1 | Site 2 | Site 3 | Site 1 | Site 2 | Site 3 | Site 1 | Site 2 | Site 3 |
| Healthy control | 75 | 5.3% | 9.3% | 17.3% | 6.7% | 2.7% | 10.7% | 5.3% | 2.7% | 25.3% |
| HBV | 20 | 25.0% | 20.0% | 10.0% | 15.0% | 15.0% | 5.0% | 5.0% | 5.0% | 20.0% |
| HCV | 5 | 0.0% | 20.0% | 40.0% | 40.0% | 20.0% | 40.0% | 40.0% | 20.0% | 40.0% |
| HIV | 5 | 0.0% | 0.0% | 40.0% | 40.0% | 20.0% | 40.0% | 40.0% | 40.0% | 100.0% |
| Syphilis | 5 | 0.0% | 0.0% | 60.0% | 60.0% | 0.0% | 60.0% | 60.0% | 20.0% | 60.0% |
| SLE | 75 | 72.0% | 70.7% | 82.7% | 80.0% | 73.3% | 81.3% | 80.0% | 72.0% | 82.7% |
| SSc | 20 | 95.0% | 95.0% | 95.0% | 95.0% | 95.0% | 95.0% | 95.0% | 95.0% | 95.0% |
| SS | 20 | 45.0% | 55.0% | 70.0% | 65.0% | 45.0% | 70.0% | 60.0% | 45.0% | 75.0% |
| AIL | 20 | 80.0% | 90.0% | 85.0% | 100.0% | 85.0% | 90.0% | 100.0% | 85.0% | 100.0% |
| RA | 20 | 55.0% | 75.0% | 75.0% | 70.0% | 70.0% | 65.0% | 75.0% | 65.0% | 65.0% |
| MCTD | 21 | 47.6% | 47.6% | 38.1% | 47.6% | 38.1% | 38.1% | 47.6% | 38.1% | 38.1% |
| Autoimmune myositis | 26 | 26.9% | 34.6% | 38.5% | 23.1% | 26.9% | 26.9% | 23.1% | 30.8% | 30.8% |
| Fibromyalgia | 25 | 36.0% | 44.0% | 36.0% | 24.0% | 24.0% | 40.0% | 24.0% | 20.0% | 32.0% |
| Anti-MPO/anti-PR3 | 26 | 11.5% | 19.2% | 15.4% | 15.4% | 15.4% | 15.4% | 3.8% | 19.2% | 19.2% |
| Crohn's/Inflammatory bowel disease | 20 | 45.0% | 40.0% | 40.0% | 40.0% | 35.0% | 35.0% | 40.0% | 30.0% | 35.0% |
| Autoimmune thyroiditis | 24 | 16.7% | 25.0% | 20.8% | 12.5% | 8.3% | 16.7% | 8.3% | 12.5% | 20.8% |
| Celiac disease | 24 | 16.7% | 29.2% | 29.2% | 12.5% | 20.8% | 16.7% | 12.5% | 12.5% | 8.3% |
| Drug induced lupus (DIL) | 25 | 20.0% | 20.0% | 28.0% | 20.0% | 20.0% | 20.0% | 16.0% | 20.0% | 16.0% |
| Other | 7 | 28.6% | 14.3% | 28.6% | 14.3% | 14.3% | 14.3% | 14.3% | 14.3% | 28.6% |
| Total | 463 | | | | | | | | | |
Because of concerns about sample quality, 21 of the 25 DIL samples have not been included in the sensitivity calculations, but were included in the agreement calculations. The remaining four DIL samples were included in the sensitivity calculations.
{20}
Sensitivity was calculated at each site for SLE separately, and on the combination of the connective tissue diseases (CTD) (SLE + systemic sclerosis + Sjögren's + MCTD + autoimmune myositis + DIL) plus autoimmune liver disease (AIL) population. Specificity was calculated on the total control population excluding healthy subjects.
Site 1:
| Site 1 | Sensitivity % (95% CI) | | Specificity % (95% CI) no healthy N= 174 |
| --- | --- | --- | --- |
| | SLE N=75 | CTD+AIL N=186 | |
| Manual Read | 72.0 (60.4 to 81.8) | 62.9 (55.5 to 69.9) | 74.1 (67.0 to 80.5) |
| Digital Read | 80.0 (69.2 to 88.4) | 69.9 (62.8 to 76.4) | 72.4 (65.1 to 78.9) |
| NOVA View | 80.0 (69.2 to 88.4) | 69.4 (62.2 to 75.9) | 75.3 (68.2 to 81.5) |
Site 2:
| Site 2 | Sensitivity % (95% CI) | | Specificity% (95% CI) no healthy N= 174 |
| --- | --- | --- | --- |
| | SLE N=75 | CTD+AIL N=186 | |
| Manual Read | 70.7 (59.0 to 80.6) | 65.6 (58.3 to 72.4) | 67.2 (59.7 to 74.2) |
| Digital Read | 73.3 (61.9 to 82.9) | 62.9 (55.5 to 69.9) | 75.3 (68.2 to 81.5) |
| NOVA View | 72.0 (60.4 to 81.8) | 62.9 (55.5 to 69.9) | 77.0 (70.0 to 83.0) |
Site 3:
| Site 3 | Sensitivity % (95% CI) | | Specificity % (95% CI) no healthy N= 174 |
| --- | --- | --- | --- |
| | SLE N=75 | CTD+AIL N=186 | |
| Manual Read | 82.7 (72.2 to 90.4) | 71.0 (63.9 to 77.4) | 67.2 (59.7 to 74.2) |
| Digital Read | 81.3 (70.7 to 89.4) | 69.4 (62.2 to 75.9) | 71.3 (63.9 to 77.9) |
| NOVA View | 82.7 (72.2 to 90.4) | 72.0 (65.0 to 78.4) | 69.0 (61.5 to 75.7) |
Agreement results between NOVA View® classification, digital image reading and manual reading were calculated within each testing location and between locations:
{21}
Within-Site Agreement:
| N=463 | | Positive Agreement % (95% CI) | Negative Agreement % (95% CI) | Total Agreement % (95% CI) |
| --- | --- | --- | --- | --- |
| Site#1 | NOVA View vs. Manual | 88.3 (82.5–92.7) | 90.4 (86.4–93.5) | 89.6 (86.5–92.3) |
| | Digital vs. Manual | 93.0 (88.1–96.3) | 90.4 (86.4–93.5) | 91.4 (88.4–93.8) |
| | NOVA View vs. Manual | 94.1 (89.7–97.0) | 98.9 (96.9–99.8) | 97.0 (95.0–98.3) |
| Site#2 | NOVA View vs. Manual | 80.5 (74.2–85.9) | 96.3 (93.4–98.2) | 89.8 (86.7–92.4) |
| | Digital vs. Manual | 84.2 (78.2–89.1) | 97.8 (95.3–99.2) | 92.2 (89.4–94.5) |
| | Digital vs NOVA View | 94.0 (89.2–97.1) | 97.6 (95.2–99.0) | 96.3 (94.2–97.8) |
| Site#3 | NOVA View vs. Manual | 86.1 (80.7–90.5) | 87.8 (83.1–91.6) | 87.0 (83.6–90.0) |
| | Digital vs. Manual | 87.1 (81.8–91.3) | 96.5 (93.4–98.4) | 92.2 (89.4–94.5) |
| | Digital vs NOVA View | 95.8 (91.9–98.2) | 89.7 (85.5–93.0) | 92.2 (89.4–94.5) |
Between Site Overall Agreement by interpretation method:
| Between Site Agreement N = 463 | | |
| --- | --- | --- |
| | | |
| Manual | Site#1 Manual | Site#2 Manual |
| Site#2 Manual | 90.7 (87.7–93.2) | |
| Site#3 Manual | 85.7 (82.2–88.8) | 87.3 (83.9–90.2) |
| | | |
| Digital | Site#1 Digital | Site#2 Digital |
| Site#2 Digital | 92.0 (89.2–94.3) | |
| Site#3 Digital | 93.1 (90.4–95.2) | 92.0 (89.2–94.3) |
| | | |
| NOVA View | Site#1 NOVA View | Site#2 NOVA View |
| Site#2 NOVA View | 92.7 (89.9–94.9) | |
| Site#3 NOVA View | 89.6 (86.5–92.3) | 87.9 (84.6–90.7) |
{22}
# Within-Site Pattern Agreement:
Pattern agreement was assessed in pair-wise comparison between manual reading, NOVA View® results, and digital image reading. Only definitive patterns (homogeneous, speckled, centromere, nucleolar, nuclear dots) were considered as pattern agreement. NOVA View® reported “Unrecognized” patterns and user reported “Other” patterns were not considered as an agreement.
Out of the 463 clinical samples, there were 171 positive samples at Site #1, 190 at Site #2 and 209 at Site #3 by manual reading (reference method). Agreement between digital image reading and manual reading was above $90\%$ at all three testing sites.
Summary table of pattern percent agreement is shown below:
| N=463 | Number (%) of samples with pattern agreement* | | |
| --- | --- | --- | --- |
| | Site#1 | Site#2 | Site#3 |
| Digital vs Manual | 94.7% | 94.7% | (94.7%) |
| NOVA View vs Manual | 76.0% | 86.3% | (72.7%) |
| Digital vs NOVA View | 69.6% | 69.6% | 69.6% |
*As percentage of samples that were positive with manual interpretation.
b. Other clinical supportive data (when a. and b. are not applicable):
Not applicable
# 4. Clinical cut-off:
See analytical cut-off.
# 5. Expected values/Reference range:
The clinical validation study population included samples from 75 apparently healthy controls (different cohort from those used for cut-off LIU establishment) which were used to determine the reference range.
Out of the 75 samples tested at the Inova site, there were 4 (5.3%), 5 (6.7%) and 4 (5.3%) positive results with Manual, Digital, and NOVA View® classification respectively. With the NOVA View®, the average ± SD was $20 \pm 49$ LIU, with a median value of 9 LIU, and a range of 0-367 LIU, with non-normal distribution. The expected result in the normal population is negative; however, 10-20% of positivity may be seen in reference subjects according to published literature.
# N. Proposed Labeling:
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
{23}
O. Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
24
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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.