P980024S001 · Abbott Molecular, Inc. · MVD · Dec 31, 2001 · Pathology
Device Facts
Record ID
P980024S001
Device Name
PATHVYSION HER-2 DNA PROBE KIT
Applicant
Abbott Molecular, Inc.
Product Code
MVD · Pathology
Decision Date
Dec 31, 2001
Decision
APPR
Regulation
21 CFR 864.1890
Device Class
Class 2
Indications for Use
The PathVysion™ HER-2 DNA Probe Kit (PathVysion Kit) is designed to detect amplification of the HER-2/neu gene via fluorescence in situ hybridization (FISH) in formalin-fixed, paraffin-embedded human breast cancer tissue specimens. Results from the PathVysion Kit are intended for use as an adjunct to existing clinical and pathologic information currently used as prognostic factors in stage II, node-positive breast cancer patients. The PathVysion Kit is further indicated as an aid to predict disease-free and overall survival in patients with stage II, node positive breast cancer treated with adjuvant cyclophosphamide, doxorubicin, and 5-fluorouracil (CAF) chemotherapy. The PathVysion Kit is indicated as an aid in the assessment of patients for whom HERCEPTIN® (Trastuzumab) treatment is being considered (refer to HERCEPTIN package insert).
Device Story
PathVysion Kit uses fluorescence in situ hybridization (FISH) to detect HER-2/neu gene amplification in formalin-fixed, paraffin-embedded breast cancer tissue. Kit components include LSI HER-2/neu (SpectrumOrange) and CEP 17 (SpectrumGreen) DNA probes, DAPI counterstain, NP-40, and SSC buffer. Laboratory technicians perform hybridization on tissue slides; signals are enumerated via fluorescence microscopy. The device calculates the ratio of HER-2/neu to CEP 17 copy numbers per cell. Clinicians use this ratio to identify gene amplification, which informs prognosis and treatment decisions regarding adjuvant CAF chemotherapy and HERCEPTIN therapy. The assay provides objective molecular data to supplement clinical and pathologic assessments, potentially improving patient selection for targeted therapies.
Clinical Evidence
Clinical utility established via CALGB 8869 study (n=524 evaluable cases). Cox proportional hazard models demonstrated significant interaction between HER-2/neu amplification and CAF chemotherapy dose for disease-free (p=0.033) and overall survival (p=0.028). Concordance study (n=529) compared FISH to Clinical Trial Assay (CTA), showing 82% concordance (95% CI 79-85%). Analytical studies confirmed 98% hybridization efficiency and reproducibility across sites, lots, and days.
Technological Characteristics
Fluorescence in situ hybridization (FISH) assay. Components: LSI HER-2/neu (190 Kb SpectrumOrange probe), CEP 17 (5.4 Kb SpectrumGreen probe), DAPI counterstain, NP-40, 20X SSC. Form factor: reagent kit for slide-based tissue analysis. Manual signal enumeration via fluorescence microscopy. Storage: -20°C for probes, room temperature for buffers. Shelf life: 12 months.
Indications for Use
Indicated for patients with stage II, node-positive breast cancer to assess HER-2/neu gene amplification status as a prognostic factor, to predict survival outcomes following adjuvant CAF chemotherapy, and to aid in the assessment of eligibility for HERCEPTIN (Trastuzumab) therapy.
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# Summary of Safety and Effectiveness Data
# I. General Information
Device Generic Name: Device for Detection of HER-2/neu Gene Amplification in Human Breast Tissue
Device Trade Name: PathVysion™ HER-2 DNA Probe Kit
Applicant's Name and Address: Vysis, Inc.
3100 Woodcreek Drive
Downers Grove, IL 60515
Premarket Approval Application (PMA) Number: P980024/S001
Date of Notice of Approval to the Applicant: December 31, 2001
# II. Indications for Use
The PathVysion™ HER-2 DNA Probe Kit (PathVysion Kit) is designed to detect amplification of the HER-2/neu gene via fluorescence in situ hybridization (FISH) in formalin-fixed, paraffin-embedded human breast cancer tissue specimens. Results from the PathVysion Kit are intended for use as an adjunct to existing clinical and pathologic information currently used as prognostic factors in stage II, node-positive breast cancer patients. The PathVysion Kit is further indicated as an aid to predict disease-free and overall survival in patients with stage II, node positive breast cancer treated with adjuvant cyclophosphamide, doxorubicin, and 5-fluorouracil (CAF) chemotherapy.
The PathVysion Kit is indicated as an aid in the assessment of patients for whom HERCEPTIN® (Trastuzumab) treatment is being considered (refer to HERCEPTIN package insert).
# III. Device Description
The PathVysion Kit is used for the identification and quantification of HER-2/neu gene amplification by fluorescent in situ hybridization on formalin-fixed, paraffin-embedded tissue sections fixed on slides. The kit contains four principal component reagents: Locus Specific Identifier® (LSI) HER-2/neu and Chromosome Enumeration Probe® (CEP) 17 probe mixture, DAPI (4,6 diamidino-2-phenylindole) counterstain, Nonidet P-40 (NP-40), and 20X sodium chloride/sodium citrate (SSC).
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The LSI HER-2/*neu* DNA probe is a 190 Kb SpectrumOrange directly labeled fluorescent DNA probe specific for the HER-2/*neu* gene locus and hybridizes to region 17q11.2-q12 on human chromosome 17. The CEP 17 DNA probe is a 5.4 Kb SpectrumGreen directly labeled fluorescent DNA probe specific for the alpha satellite DNA sequence (D17Z1 locus) at the centromeric region of chromosome 17 (17q11.2-q11.1). The CEP 17 probe is used as a control for determining the copy number for chromosome 17. In each cell, the copy numbers of HER-2/*neu* and CEP 17 are enumerated. The presence of amplified HER-2/*neu* is determined by the ratio of the average copy number of HER-2/*neu* to CEP 17.
#### **IV. Contraindications**
None known
#### **V. Warnings and Precautions**
Refer to the product labeling for a list of warnings and precautions
#### **VI. Alternative Practices and Procedures**
Other commercially available FISH devices for gene amplification determination in breast tissue of lymph node negative patients with localized invasive tumor. Alternative procedures for detection of gene product overexpression in human breast tissue include immunohistochemical (IHC), or polymerase chain reaction (PCR) techniques.
#### **VII. Marketing History**
The PathVysion Kit received a premarket approval decision from the FDA on December 11, 1998. The product has been on the market since January 1999 and is available in the following countries:
| Argentina | Colombia | India | Slovenia |
| --- | --- | --- | --- |
| Bolivia | Denmark | Israel | South Africa |
| Paraguay | Egypt | Italy | Spain |
| Uruguay | Finland | Jordan | Portugal |
| Australia | Estonia | Korea | State of Bahrain |
| New Zealand | Latvia | Malaysia | Sweden |
| Austria | Lithuania | Mexico | Switzerland |
| Czech Republic | France | Norway | Taiwan |
| Slovakia | Greece | Philippines | Thailand |
| Hungary | Germany | Poland | Turkey |
| Brazil | Holland | Singapore | United Kingdom |
| Canada | Belgium | Indonesia | |
| China, Hong Kong | Luxembourg | Vietnam | |
This product has not been withdrawn from any of these markets for any reason.
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### VIII. Potential Adverse Effects of the Device on Public Health
A potential risk associated with misuse of the assay, or a false positive test result is to assign patients to receive a more aggressive adjuvant therapy regimen than needed, possibly exposing the patient to serious side effects and, in rare cases, death. Alternatively, a false negative test result may exclude a patient who might benefit from more aggressive therapy from a treatment regimen, potentially resulting in a poor outcome.
### IX. Summary of Studies
#### A. Non-Clinical Studies
##### 1. Analytical
###### a) Hybridization Efficiency
Hybridization efficiency was established using ProbeChek™ quality control slides prepared from paraffin-embedded breast cancer cell lines. The average percentage of cells with no hybridization signal was 0.0 to 2.0%. Under these optimal conditions, the hybridization efficiency was 98%, with <2% cells having no signal for either probe.
###### b) Analytical Sensitivity
The analytical sensitivity of the PathVysion Kit probes was determined using the data from the reproducibility study described in 2 below. For the normal specimen (1.0 to 1.2 HER-2/neu to CEP 17 ratio), the estimated mean ratio was 1.05 (S.D. = 0.03). For the amplified specimen with a 1.6 to 2.0 HER-2/neu to CEP 17 ratio, the estimated mean ratio was 1.81 (S.D. = 0.08). The upper 95% Confidence Interval (CI) was 1.11 for the normal specimen and the lower 95% CI was 1.65 for the amplified specimen. The limit of detection for the PathVysion Kit in interphase cells was estimated to be a ratio of 1.5.
###### c) Analytical Specificity
###### i. Locus specificity
To determine locus specificity, metaphase spreads from normal lymphocytes were analyzed according to standard Vysis QC protocols. A total of 254 metaphase spreads were examined sequentially by G-banding to identify chromosome 17 and the HER-2/neu gene locus by FISH. No cross-hybridization to other chromosome loci was observed in the 254 cells examined; hybridization was limited to the intended target regions of the two probes.
###### ii. Stringency studies
Stringency studies included determination of the optimum denaturation time and temperature; hybridization time and
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temperature; post-hybridization wash time and temperature; and post-hybridization wash buffer composition. These studies were performed on formalin-fixed, paraffin-embedded tissue specimens using the standard Vysis protocols.
For the denaturation step, three temperatures (65°C, 73°C, and 80°C) were tested for 2 minutes, 5 minutes and 8 minutes each. The results showed no statistical difference in the overall rating among all denaturation temperatures and durations.
Stringency of the hybridization step was tested in two parts; first, hybridizations were conducted at 5 different temperatures (27°C, 32°C, 37°C, 42°C, and 47°C) for 18 hours, then for 5 different durations (10 hr, 14 hr, 18 hr, 22 hr, and 26 hr) at the recommended temperature (37°C). Both hybridization temperature and time significantly affected hybridization quality. Hybridization at 37°C for 18 hours showed the highest overall quality ratings. Since the differences in hybridization quality were not statistically significant between 14 and 18 hours, an incubation time of 14-18 hours is recommended.
The post-hybridization wash step was tested in a similar manner by first performing the assay at 5 different temperatures (69°C, 71°C, 73°C, 76°C, and 80°C), followed by different durations, ranging from 2 to 8 minutes at 73°C. Wash temperature was a significant factor, with 73°C giving the best results. All wash times between 2 and 5 minutes produced acceptable results, but if the wash time was increased to 8 minutes, the overall quality in some samples was significantly decreased. Based on these results, the recommended post-hybridization wash conditions are 72±1°C for 2 minutes.
The wash buffer composition was also analyzed to determine the effect on signal intensity and probe specificity. Increasing the salt concentration from 0.4X Sodium Chloride and Sodium Citrate (SSC) to 2X SSC increased the signal intensity, but did not appear to compromise the probe specificity. Thus, a wash buffer composition of 2X SSC/0.3% NP-40 is recommended.
# d) Methods Comparison
The Vysis FISH assay was compared to Southern, Northern and Western blot analyses in 143 archival breast cancer tissue specimens, as well as IHC analysis on frozen specimens using the Vysis DNA probes for HER-2/neu and CEP 17 [1]. FISH was found to have a positive agreement of 96.5% relative to the IHC method on frozen specimens, while Southern blot analysis had an agreement of 92.4% relative to IHC. The agreement of Vysis FISH and IHC on negative specimens was 100%. There was one failure with the FISH assay due to loss of tissue from the slide. For FISH analysis with the direct-labeled probe, the first-attempt success rate was 99% as compared to 83% for
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Southern blot, 82% for Northern blot, 92% for Western blot, and 80% for FISH analysis with an indirect-labeled probe.
# e) Stability
Expiration dating for this device has been established at 12 months. The protocol used to establish this expiration dating is considered an approved protocol for the purpose of extending the expiration dating as provided by 21 CFR 814.39(a)(8).
# 2. Reproducibility and Repeatability Studies
# a) Breast Tissue Sections
The repeatability of the FISH assay for HER-2/*neu* was determined on consecutive sections of normal and amplified breast tissue, as well as on different thickness of the same tissue. On 10 consecutive tissue sections from one normal breast tissue, the average ratio of HER-2/*neu* to CEP 17 copy number was 1.19 (S.D. = 0.05); the results are shown in Table 1.
**Table 1**
# **Average Number of Signals per Cell and Ratio of
HER-2/*neu*:CEP 17 Copy Number in Consecutive Sections
(with normal HER-2/*neu*)**
| | Section Number | | | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| HER-2 | 3.8 | 3.2 | 3.6 | 3.5 | 3.6 | 3.5 | 3.4 | 3.5 | 3.3 | 3.1 |
| CEP 17 | 3.1 | 3.1 | 3.0 | 2.7 | 3.0 | 3.0 | 2.8 | 2.1 | 3.0 | 2.7 |
| Ratio | 1.2 | 1.2 | 1.2 | 1.3 | 1.2 | 1.2 | 1.2 | 1.6 | 1.1 | 1.1 |
On 10 consecutive tissue sections from one specimen with amplified HER-2/*neu*, the average ratio of HER-2/*neu* to CEP 17 copy number was 3.61 (S.D. = 0.50); the results are shown in Table 2.
**Table 2**
# **Average Number of Signals per Cell and Ratio of
HER-2/*neu*:CEP 17 Copy Number in Consecutive Sections
(with amplified HER-2/*neu*)**
| | Section Number | | | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| HER-2 | 4.7 | 4.9 | 5.9 | 4.5 | 3.6 | 4.6 | 4.6 | 4.8 | 4.5 | 4.2 |
| CEP 17 | 1.2 | 1.3 | 1.3 | 1.3 | 1.3 | 1.3 | 1.4 | 1.3 | 1.4 | 1.3 |
| Ratio | 3.9 | 3.7 | 4.7 | 3.6 | 2.8 | 3.7 | 3.3 | 3.8 | 3.3 | 3.3 |
Similarly, on 8 consecutive normal tissue sections of different thickness (2 to 8 microns), the average ratio of HER-2/*neu* to CEP 17 copy number was 1.15 (S.D. = 0.16); the results are shown in Table 3. These results
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demonstrated an acceptable degree of reproducibility of the HER-2/neu FISH assay in tissue sections with thicknesses between 4 and 8 microns.
Table 3
Average Number of Signals per Cell and Ratio of HER-2/neu:CEP 17 Copy Number in Consecutive Sections of Different Thickness
| | Thickness of Section (microns) | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | 2 | 2 | 4 | 4 | 6 | 6 | 8 | 8 |
| HER-2 | 2.3 | 2.4 | 2.4 | 2.7 | 2.7 | 2.8 | 2.6 | 3.3 |
| CEP 17 | 1.7 | 1.8 | 2.3 | 2.5 | 2.7 | 2.7 | 2.5 | 3.2 |
| Ratio | 1.4 | 1.4 | 1.1 | 1.1 | 1.0 | 1.1 | 1.1 | 1.0 |
# b) Control Slides
To determine the reproducibility of the HER-2/neu and CEP 17 assay, the ratios of HER-2/neu to CEP 17 were assessed for inter-site, inter-lot, inter-day and inter-observer reproducibility on control slides with differing levels of HER-2/neu gene amplification. Four specimens with normal (1.0-1.2) and amplified (1.6-2.0, 3-5, and 7-11) ratios of HER-2/neu to CEP 17 were evaluated according to the instructions for signal enumeration in the package insert. The overall hybridization success rate was 98.3% (118/120). Hybridization of the two replacement slides was also successful.
Using ANOVA, statistically significant variations were observed between observers, which reflects the subjectivity in signal interpretation and enumeration. No statistically significant variations were observed in any of the other study parameters. The mean, standard deviation, and percent CV of the observed ratios of HER-2/neu to CEP 17 are shown in Tables 4-7.
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**Site-to-Site Reproducibility**
| Ratio of HER-2/*neu* to CEP 17 | Statistics | Site #1 | Site #2 | Site #3 |
| --- | --- | --- | --- | --- |
| 1.0-1.2 | Mean | 1.08 | 1.01 | 1.07 |
| | S.D | 0.03 | 0.04 | 0.07 |
| | C.V.(%) | 2.66 | 3.58 | 6.77 |
| | N | 8 | 8 | 8 |
| 1.6-2.0 | Mean | 1.81 | 1.71 | 1.78 |
| | S.D. | 0.05 | 0.05 | 0.19 |
| | C.V.(%) | 2.88 | 2.78 | 10.50 |
| | N | 8 | 8 | 8 |
| 3.0-5.0 | Mean | 4.39 | 3.65 | 4.49 |
| | S.D. | 0.22 | 0.18 | 0.79 |
| | C.V.(%) | 4.99 | 4.93 | 17.64 |
| | N | 8 | 8 | 8 |
| 7.0-11 | Mean | 7.21 | 8.26 | 8.23 |
| | S.D. | 0.15 | 0.83 | 0.87 |
| | C.V.(%) | 2.07 | 10.10 | 10.55 |
| | N | 8 | 8 | 8 |
S.D. (Standard Deviation), C.V.(%) (Coefficient of Variation).
**Lot-to-Lot Reproducibility**
| Ratio of HER-2/*neu* to CEP 17 | Statistics | Lot #1 | Lot #2 | Lot #3 | Lot #4 |
| --- | --- | --- | --- | --- | --- |
| 1.0-1.2 | Mean | 1.05 | 1.07 | 1.02 | 1.04 |
| | S.D | 0.07 | 0.06 | 0.03 | 0.05 |
| | C.V.(%) | 6.48 | 6.06 | 3.21 | 4.87 |
| | N | 6 | 6 | 6 | 6 |
| 1.6-2.0 | Mean | 1.78 | 1.77 | 1.77 | 1.75 |
| | S.D. | 0.10 | 0.13 | 0.15 | 0.09 |
| | C.V.(%) | 5.65 | 7.49 | 8.54 | 5.07 |
| | N | 6 | 6 | 6 | 6 |
| 3.0-5.0 | Mean | 4.08 | 3.92 | 4.57 | 4.14 |
| | S.D. | 0.44 | 0.34 | 0.96 | 0.40 |
| | C.V.(%) | 10.78 | 8.74 | 20.92 | 9.56 |
| | N | 6 | 6 | 6 | 6 |
| 7.0-11 | Mean | 7.67 | 7.72 | 7.89 | 8.33 |
| | S.D. | 0.69 | 0.72 | 0.88 | 1.06 |
| | C.V.(%) | 8.97 | 9.36 | 11.16 | 12.68 |
| | N | 6 | 6 | 6 | 6 |
S.D. (Standard Deviation), C.V.(%) (Coefficient of Variation).
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**Day-to-Day Reproducibility**
| Ratio of HER-2/*neu* to CEP 17 | Statistics | Assay Day #1 | Assay Day #2 | Assay Day #3 | Assay Day #4 |
| --- | --- | --- | --- | --- | --- |
| 1.0-1.2 | Mean | 1.06 | 1.07 | 1.02 | 1.04 |
| | S.D. | 0.06 | 0.07 | 0.05 | 0.04 |
| | C.V.(%) | 5.65 | 6.61 | 4.58 | 4.03 |
| | N | 6 | 6 | 6 | 6 |
| 1.6-2.0 | Mean | 1.76 | 1.77 | 1.77 | 1.77 |
| | S.D. | 0.17 | 0.14 | 0.08 | 0.10 |
| | C.V.(%) | 9.62 | 7.99 | 4.31 | 5.65 |
| | N | 6 | 6 | 6 | 6 |
| 3.0-5.0 | Mean | 4.24 | 4.48 | 4.10 | 3.89 |
| | S.D. | 0.48 | 0.97 | 0.36 | 0.38 |
| | C.V.(%) | 11.25 | 21.56 | 8.89 | 9.71 |
| | N | 6 | 6 | 6 | 6 |
| 7.0-11 | Mean | 7.91 | 8.01 | 7.72 | 7.97 |
| | S.D. | 1.11 | 0.90 | 0.57 | 0.89 |
| | C.V.(%) | 13.99 | 11.22 | 7.39 | 11.20 |
| | N | 6 | 6 | 6 | 6 |
S.D. (Standard Deviation), C.V.(%) (Coefficient of Variation).
**Observer-to-Observer Reproducibility**
| Ratio of HER-2/*neu* to CEP 17 | Statistics | Observer #1 | Observer #2 |
| --- | --- | --- | --- |
| 1.0-1.2 | Mean | 1.06 | 1.04 |
| | S.D. | 0.07 | 0.03 |
| | C.V.(%) | 7.00 | 2.85 |
| | N | 12 | 12 |
| 1.6-2.0 | Mean | 1.71 | 1.82 |
| | S.D. | 0.10 | 0.11 |
| | C.V.(%) | 6.01 | 6.20 |
| | N | 12 | 12 |
| 3.0-5.0 | Mean | 4.05 | 4.31 |
| | S.D. | 0.44 | 0.73 |
| | C.V.(%) | 10.80 | 16.84 |
| | N | 12 | 12 |
| 7.0-11 | Mean | 7.52 | 8.28 |
| | S.D. | 0.49 | 0.95 |
| | C.V.(%) | 6.55 | 11.44 |
| | N | 12 | 12 |
S.D. (Standard Deviation), C.V.(%) (Coefficient of Variation).
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### 3. Comparison of 20 Nuclei vs. 60 Nuclei
For signal enumeration, the applicant proposed changing the number of nuclei counted from 60 to 20. The study used to substantiate this change was the same described below for assay portability. This study was a five-center, blinded, randomized, comparative study using formalin-fixed, paraffin-embedded human breast cancer specimens with varying levels of HER-2/neu gene amplification. For each specimen, signal enumeration was performed on sets of 20 and 60 nuclei. Table 8 shows the comparison of the mean difference of LSI Her-2/neu to CEP 17 ratios [2].
Table 8
Comparison of Mean Difference of Ratios of LSI HER-2/neu to CEP 17
| Expected Ratio | Mean | | P-value |
| --- | --- | --- | --- |
| | 20 nuclei (n=45) | 60 nuclei (n=15) | |
| 1.0-1.2 | 1.04 | 1.04 | 0.77 |
| 2.1-2.8 | 2.47 | 2.46 | 0.82 |
| 2.5-3.5 | 3.07 | 3.06 | 0.89 |
| 5.0-7.0 | 5.67 | 5.63 | 0.29 |
Regression analysis indicated a slope of 0.96 and a correlation coefficient of 0.99, indicating acceptable correlation between 20 and 60 nuclei results (Figure 1).
Figure 1
Correlation of Ratio of HER-2/neu to CEP 17 for Enumerating 60 vs. 20 Nuclei

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# 4. Assay Portability Study
A five-center, blinded, randomized, comparative study using formalin-fixed, paraffin-embedded human breast cancer specimens with varying levels of HER-2/neu gene amplification was conducted to assess assay portability [2]. The specimens included one normal (no amplification), two with low-level, and one with moderate level HER-2/neu gene amplification, as determined by FISH. For each specimen, three sets of 20 nuclei were counted in different target areas on the slide. Sixty nuclei enumeration was also performed on the same slides. The results were compared between study sites.
# a) Intra-assay Reproducibility
The intra-assay variations for all four ratios of LSI HER-2/neu to CEP 17 were estimated and presented in Table 9 [2].
Table 9
Ratios of LSI HER-2/neu to CEP 17
| Ratio of HER-2/neu to CEP 17 | Mean | Standard Deviation | C.V. (%) | N |
| --- | --- | --- | --- | --- |
| 20 nuclei | | | | |
| 1.0-1.2 | 1.04 | 0.10 | 9.60 | 45 |
| 2.1-2.8 | 2.47 | 0.32 | 12.96 | 45 |
| 2.5-3.5 | 3.07 | 0.31 | 10.10 | 45 |
| 5.0-7.0 | 5.67 | 0.63 | 11.11 | 45 |
| 60 nuclei | | | | |
| 1.0-1.2 | 1.04 | 0.07 | 6.73 | 15 |
| 2.1-2.8 | 2.46 | 0.27 | 10.98 | 15 |
| 2.5-3.5 | 3.06 | 0.28 | 9.15 | 15 |
| 5.0-7.0 | 5.63 | 0.30 | 5.33 | 15 |
# b) Day-to-Day Reproducibility
Table 10 shows the mean observed ratios of LSI HER-2/neu to CEP 17 for the three assay days, based on enumerating 20 nuclei per specimen. Results for 60 nuclei are shown in parentheses [2]. There were no statistically significant variations in ratio values across the three study days (p>0.05). The results of this study demonstrated that day-to-day reproducibility was acceptable for either method of nuclei counting.
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**Summary Statistics of LSI HER-2/neu to CEP 17 by Assay Day**
| Expected Ratio | Statistics | Assay Day #1 | Assay Day #2 | Assay Day #3 | P-value |
| --- | --- | --- | --- | --- | --- |
| **1.0-1.2** | **Mean** | **1.01 (1.01)** | **1.06 (1.05)** | **1.05 (1.04)** | 0.6826 (0.6395) |
| | S.D. | 0.10 (0.08) | 0.12 (0.10) | 0.08 (0.05) | |
| | C.V.(%) | 9.90 (7.92) | 11.32 (9.52) | 7.62 (4.81) | |
| | N | 15 (5) | 15 (5) | 15 (5) | |
| **2.1-2.8** | **Mean** | **2.54 (2.53)** | **2.43 (2.42)** | **2.43 (2.42)** | 0.5535 (0.7623) |
| | S.D. | 0.19 (0.11) | 0.32 (0.28) | 0.22 (0.39) | |
| | C.V.(%) | 7.48 (4.34) | 13.17 (11.57) | 17.70 (16.12) | |
| | N | 15 (5) | 15 (5) | 15 (5) | |
| **2.5-3.5** | **Mean** | **3.18 (3.17)** | **2.98 (2.98)** | **3.03 (3.03)** | 0.2083 (0.5815) |
| | S.D. | 0.30 (0.27) | 0.31 (0.30) | 0.32 (0.30) | |
| | C.V.(%) | 9.43 (8.52) | 10.40 (10.07) | 10.56 (9.90) | |
| | N | 15 (5) | 15 (5) | 15 (5) | |
| **5.0-7.0** | **Mean** | **5.69 (5.66)** | **5.63 (5.60)** | **5.69 (5.02)** | 0.9620 (0.9652) |
| | S.D. | 0.53 (0.29) | 0.49 (0.25) | 0.86 (0.42) | |
| | C.V.(%) | 9.31 (5.12) | 8.70 (4.46) | 15.11 (7.47) | |
| | N | 15 (5) | 15 (5) | 15 (5) | |
# c) Site-to-Site Reproducibility
There was some statistically significant variation in the mean observed ratios of LSI HER-2/neu to CEP 17 across the five study sites for the normal and 2.5-3.5 specimen (p<0.05) based on enumerating 20 nuclei per specimen as shown in Table 11 [2]. These differences did not affect clinical assessment since 99% of the specimens were correctly classified as positive or negative for HER-2/neu gene amplification.
**Summary Statistics of LSI HER-2/neu to CEP 17 by Assay Day**
| Expected Ratio | Statistics | Site #1 | Site #2 | Site #3 | Site #4 | Site #5 | P-value |
| --- | --- | --- | --- | --- | --- | --- | --- |
| **1.0-1.2** | **Mean** | **1.00 (1.00)** | **1.16 (1.15)** | **1.01 (1.01)** | **1.04 (1.04)** | **0.97 (0.98)** | 0.0001 (0.0032) |
| | S.D. | 0.09 (0.03) | 0.09 (0.06) | 0.07 (0.06) | 0.09 (0.02) | 0.04 (0.02) | |
| | C.V.(%) | 9.00 (3.00) | 7.76 (5.22) | 6.93 (5.94) | 8.65 (1.92) | 4.12 (2.04) | |
| | N | 9 (3) | 9 (3) | 9 (3) | 9 (3) | 9 (3) | |
| **2.1-2.8** | **Mean** | **2.40 (2.39)** | **2.46 (2.45)** | **2.57 (2.55)** | **2.26 (2.26)** | **2.65 (2.65)** | 0.0965 (0.4919) |
| | S.D. | 0.19 (0.15) | 0.26 (0.24) | 0.52 (0.46) | 0.22 (0.18) | 0.24 (0.20) | |
| | C.V.(%) | 7.92 (6.28) | 10.60 (9.80) | 20.20 (18.04) | 9.73 (7.95) | 9.06 (7.55) | |
| | N | 9 (3) | 9 (3) | 9 (3) | 9 (3) | 9 (3) | |
| **2.5-3.5** | **Mean** | **3.01 (3.00)** | **3.09 (3.09)** | **3.41 (3.41)** | **2.74 (2.73)** | **3.08 (3.08)** | <0.0001 (0.0269) |
| | S.D. | 0.21 (0.16) | 0.35 (0.38) | 0.20 (0.12) | 0.23 (0.08) | 0.16 (0.12) | |
| | C.V.(%) | 6.98 (5.33) | 11.3 (12.30) | 5.87 (3.52) | 8.39 (2.93) | 5.19 (3.90) | |
| | N | 9 (3) | 9 (3) | 9 (3) | 9 (3) | 9 (3) | |
| **5.0-7.0** | **Mean** | **5.48 (5.42)** | **5.22 (5.19)** | **5.94 (5.89)** | **5.82 (5.73)** | **5.91 (5.91)** | 0.0568 (<0.0001) |
| | S.D. | 0.66 (0.07) | 0.43 (0.21) | 0.56 (0.07) | 0.89 (0.08) | 0.18 (0.05) | |
| | C.V.(%) | 12.0 (1.29) | 8.24 (4.05) | 9.43 (1.19) | 15.30 (1.40) | 3.05 (0.85) | |
| | N | 9 (3) | 9 (3) | 9 (3) | 9 (3) | 9 (3) | |
Results for 60 nuclei are shown in parentheses
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The assay variations for all five sites are summarized in Table 12. The standard deviation (S.D.) and the coefficient of variation (C.V.) were relatively small and stable across all ratios of LSI HER-2/neu to CEP 17. The hybridization success rate for this study was 100%.
Table 12
Summary of Site-to-Site Reproducibility
| HER-2/neu To CEP 17 Ratio | Mean | Standard Deviation | C.V. (%) | N |
| --- | --- | --- | --- | --- |
| 1.0-1.2 | 1.04 | 0.10 | 9.60 | 45 |
| 2.1-2.8 | 2.47 | 0.32 | 12.96 | 45 |
| 2.5-3.5 | 3.07 | 0.31 | 10.10 | 45 |
| 5.0-7.0 | 5.67 | 0.63 | 11.11 | 45 |
### B. Clinical Studies
1) Dose of Cyclophosphamide, Adriamycin and 5-fluorouracil (CAF) (CALGB 8869 Study)
The objectives of this study were to determine whether the amplification of HER-2/neu, as assessed by FISH with DNA probe, provided statistically significant and independent prognostic information pertaining to disease-free survival and overall survival in stage II node-positive patients receiving adjuvant therapy.
# Subject Selection and Exclusion Criteria
Only patients who met all of the following inclusion criteria were included:
1. Patients with node positive stage II breast cancer receiving adjuvant therapy in CALGB protocol 8869.
2. Sufficient archival paraffin-embedded tissue available for FISH assay.
3. Complete information available on relapse, survival, as well as other relevant clinical data.
Patients not meeting the inclusion criteria as specified above were excluded from the study.
Vysis Protocol 302 investigated whether HER-2/neu gene amplification could be used to identify those patients more likely to benefit from high doses of chemotherapy. FISH assay with the PathVysion Kit was performed on a sample of 572 patients, randomly selected from those patients included in the CALGB 8869 study. Among these 572 patients, 45 were excluded due to FISH assay failures, and 3 were duplicate assays. The remaining 524 cases were used in the analysis of clinical utility (92% of the specimens were evaluable by FISH assay).
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# Analysis of Clinical Investigation
The results of analysis with Cox proportional hazard model for disease-free survival using FISH measurement of HER-2/neu gene amplification showed a statistically significant (p=0.033) interaction between HER-2/neu gene amplification and the cyclophosphamide, doxorubicin, and 5-fluorouracil (CAF) dose regimen. Similarly, the results of Cox proportional hazard model for overall survival also showed a statistically significant (p=0.028) interaction between HER-2/neu gene amplification and the CAF dose regimen (see Table 13).
Table 13
Likelihood-Ratio Tests for Disease-free Survival
| | Disease-Free Survival | | | Overall Survival | | |
| --- | --- | --- | --- | --- | --- | --- |
| Source | DF | ChiSq | P value | DF | ChiSq | P value |
| CAF | 2 | 5.56 | 0.06 | 2 | 4.57 | 0.10 |
| Square root: #positive nodes | 1 | 72.87 | 0.0000 | 1 | 56.32 | 0.0000 |
| Tumor>2 cm | 1 | 13.77 | 0.0002 | 1 | 12.93 | 0.0003 |
| PREMENOPAUSAL | 1 | 1.96 | 0.16 | 1 | 0.10 | 0.76 |
| HER-2 ratio | 1 | 10.05 | 0.0015 | 1 | 10.52 | 0.0012 |
| HER-2 ratio interaction of CAF dose | 2 | 6.84 | 0.033 | 2 | 7.15 | 0.028 |
As expected from the significance tests for the HER-2/neu by CAF inter-action from the proportional hazards models, there was a significant dose-response effect of adjuvant chemotherapy with CAF in patients with HER-2/neu gene amplification, but not in patients with no or minimal HER-2/neu amplification. Disease-free survival probabilities (Figure 2a & b) were comparable among the three dose groups of patients with HER-2/neu -negative tumors.
At 7 years post-randomization, the estimated disease-free survival probabilities were 55%, 63%, and 61% for low (L), moderate (M), and high (H) dose, respectively. The dose effect is greater for HER-2/neu positive tumors, with disease-free survival at 7 years of 36%, 44%, and 66% for L, M, and H, respectively (Table 14).
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**Table 14**
**Disease-free Probabilities**
| **Dose** | **HER-2/neu Negative** | **HER-2/neu positive** |
| --- | --- | --- |
| **Low** | 55% | **36%** |
| **Moderate** | 63% | **44%** |
| **High** | 61% | **66%** |
The corresponding figures for 7-year overall survival (Figure 2c & d) have a similar relationship: 64%, 75%, and 70% for HER-2/neu negative and 48%, 50%, and 76%, again for L, M, and H, respectively.
**Table 15**
**Overall Survival Probabilities**
| **Dose** | **HER-2/neu Negative** | **HER-2/neu positive** |
| --- | --- | --- |
| **Low** | 64% | **48%** |
| **Moderate** | 75% | **50%** |
| **High** | 70% | **76%** |
This association was found in both disease-free and overall survival, and was consistent with those observed with HER-2/neu expression by the immunohistochemistry method.
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**Figure 2**
**Disease-free (a, b) and overall (c, d) survival for patients with HER-2/*neu* negative (a, c) and positive (b, d) tumors for the three CAF dose groups, H, M, and L\***
(a) Disease-free survival for HER2/*neu* negative (b) Disease-free survival for HER2/*neu* positive

(c) Overall survival for HER2/*neu* negative (d) Overall survival for HER2/*neu* positive

\* HER-2/*neu* positivity means HER/CEP $\geq 2$. Sample sizes in (a, c) are 149, 136, and 148 (for H, M, and L) and in (b, d) are 30, 31, and 30. The significance levels for the HER2/*neu* by CAF interaction from the proportional hazards models (Table 12) are 0.033 for disease-free survival—(a) vs. (b)—and 0.028 for overall survival—(c) vs. (d).
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# 2) Concordance with the Clinical Trial Assay (CTA)
The primary mechanism of HER-2 protein overexpression in human breast cancer appears to be via gene amplification [3,4]. Fluorescence in situ hybridization (FISH) detection of HER-2/neu gene amplification provides an additional diagnostic method to define HER-2 overexpression.
The PathVysion Kit was compared to the Clinical Trial Assay (CTA), which was used to enroll patients into the Genentech-sponsored pivotal HERCEPTIN trials (H0648g, H0649g, H0650g) [4]. To establish concordance between FISH and the CTA, a subset of 623 specimens (317 positive and 306 negative, as determined by the CTA), were randomly selected in an intended 1:1 ratio from the specimens screened for enrollment in the HERCEPTIN trials. FISH assays were performed on all specimens, with informative results achieved on 529 specimens. The results from the analysis of the 529 informative cases are presented in Table 16.
Table 16
CTA versus FISH
| FISH | CTA Score | | | | Total |
| --- | --- | --- | --- | --- | --- |
| | 0 | 1+ | 2+ | 3+ | |
| Negative | 207 | 28 | 67 | 21 | 323 |
| Positive | 7(3.2%) | 2(6.7%) | 21(23.9%) | 176(89.3%) | 206 |
| Total | 214 | 30 | 88 | 197 | 529 |
The results showed a 2x2 concordance of 82% (95% CI 79% - 85%), where concordance was defined as the proportion of samples rated 0 or 1+ by CTA and not amplified by FISH plus the proportion of samples rated 2+ or 3+ by CTA and amplified by FISH. These data are consistent with a high concordance between protein overexpression [as determined by immunohistochemistry (CTA)] and gene amplification [as determined by FISH (Vysis PathVysion)].
# X. Conclusions Drawn from the Studies
It is believed that the previous studies demonstrate the following:
- Acceptable performance is obtained with the PathVysion HER-2 DNA Probe assay on formalin-fixed, paraffin-embedded human breast cancer tissue sections with varying levels of gene amplification.
- The PathVysion HER-2 DNA Probe assay demonstrated inter-day, inter-lot and inter-site reproducibility of <10% CV for normal and weakly amplified specimens and <20% CV for moderately and highly amplified specimens. The variability between observers reflects subjectivity in signal interpretation and enumeration and can be minimized by adequate training and proficiency assessment prior to test implementation. The overall hybridization success rate is 98.3%.
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- The limit of detection as defined by the HER-2/neu to CEP 17 ratio for the PathVysion HER-2 DNA Probe assay is estimated to be 1.5. The estimated mean ratio for a normal specimen with a HER-2/neu to CEP 17 ratio of 1.0 to 1.2 was 1.05±0.03 and for an amplified specimen with a HER-2/neu to CEP 17 ratio of 1.6 to 2.0 in this analysis was 1.81±0.08. The upper 95% Confidence Interval (CI) is 1.11 for the normal specimen and the lower 95% CI is 1.65 for the amplified specimen in this analysis.
- Comparable amplification results can be obtained by enumerating 20 nuclei instead of 60 nuclei as originally recommended. Additional nuclei should be counted for results at or near the cutoff point (1.8 to 2.2) or if there is significant variability in signal number from nucleus to nucleus.
- The PathVysion HER-2 DNA Probe Kit can be stored up to 12 months at -20°C when protected from light and humidity. The 20X SSC salts and NP-40 can be stored at room temperature. Same storage conditions apply for both opened and unopened reagents.
- Based on clinical laboratory studies, the PathVysion HER-2 DNA Probe assay when used in accordance with the provided directions and in conjunction with clinical information, is safe and effective in the determination of the HER-2/neu amplification status in patients with stage II, node-positive breast cancer. Concordance with immunohistochemistry (IHC) was found to be 82% (95% CI: 97-85%) for samples that were rated 0 or 1+ by the Clinical Trial Assay (CTA) and not amplified by FISH and those that were rated 2+ or 3+ by CTA and amplified by FISH.
## Safety
As a diagnostic test, the PathVysion HER-2/neu DNA Probe assay involves testing on formalin-fixed, paraffin embedded human breast cancer tissue sections. These tissue sections are routinely removed for breast cancer diagnosis. The test, therefore, presents no additional safety hazard to the patient being tested.
## Benefit/Risk
The submitted clinical studies have shown that the PathVysion HER-2 DNA Probe Kit, when compared to the reference methods IHC and CTA, has similar ability to detect HER-2/neu amplification in specimens from patients with stage II, node positive breast cancer. The rate of false positivity and false negativity are within acceptable limits compared to the reference methods. Thus, this device should benefit the physician in assessing patients for HERCEPTIN (Trastuzumab) treatment and patients treated with adjuvant CAF chemotherapy.
17
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Based on the results of the preclinical and clinical studies, the PathVysion HER-2 DNA Probe Kit, when used according to the provided directions and in conjunction with clinical information, should be safe and effective and pose minimal risk to patient due to false test results.
## **XI. Panel Recommendation**
Pursuant to Section 515(c)(2) of the act as amended by the Safe Medical Devices Act of 1990, this PMA was not the subject of an FDA Immunology Devices Advisory Panel meeting because the information in the PMA substantially duplicated information previously reviewed by this Panel.
## **XII. CDRH Decision**
CDRH issued an approval order for the applicant's PathVysion Kit on December 31, 2001.
## **XIII. Approval Specifications**
Directions for Use: See labeling
Hazards to Health from Use of the Device: See Contraindications, Warnings, Precautions and Adverse Events in the attached labeling.
Postapproval Requirements and Restrictions: See approval order.
## **XIV. References**
1. Press MF, Zhou JY, Ma Y, *et al.* Evaluation of HER-2/*neu* gene amplification by fluorescence *in situ* hybridization in invasive breast carcinoma. In: FISH: Clinical Applications in Cancer and Genetics; February 8-11, 1994; Lake Tahoe, CA.
2. Persons DL, Bui MM, Lowery MC, *et al.* Fluorescence *in situ* hybridization (FISH) for detection of HER-2/*neu* amplification in breast cancer: a multicenter portability study. *Ann Clin Lab Science*. 2000;30(1):41-48.
3. Pauletti G, Dandekar S, Rong H; *et al.* Assessment of methods for tissue-based detection of the HER-2/*neu* alteration in human breast cancer: a direct comparison of fluorescence *in situ* hybridization and immunohistochemistry. *J Clin Oncol*. 2000;18(21):3651-3664.
4. Slamon DJ, Leyland-Jones B, Shak S, *et al.* Use of chemotherapy plus a monoclonal antibody against HER2 for metastatic breast cancer that overexpresses HER2. *N Engl J Med*. 2001;344:783-792.
18
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Part 1 — Search, results, and everyday workflows 16 min
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.
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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 as a Medical Device), 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.