Liofilchem MIC Test Strip (MTS), Meropenem/vaborbactam 0.016/8 - 256/8 µg/mL
Applicant
Liofilchem s.r.l.
Product Code
JWY · Microbiology
Decision Date
Dec 19, 2017
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 866.1640
Device Class
Class 2
Indications for Use
The Liofilchem® MIC Test Strip (MTS) is a quantitative method intended for the in vitro determination of antimicrobial susceptibility of bacteria. MTS consists of specialized paper impregnated with a pre-defined concentration gradient of an antimicrobial agent, which is used to determine inhibitory concentration (MC) in ug/mL of antimicrobial agents against bacteria as tested on agar media using overnight incubation and manual reading procedures. The Meropenen-vaborbactam MTS at concentrations of 0.016/8 - 2568 ug/mL should be interpreted at 16-20 hours of incubation. Meropenem-vaborbactam has been shown to be active both clinically and in vitro against the non-fastidious bacteria listed below according to the FDA label: Enterobacter cloacae species complex Escherichia coli Klebsiella pneumoniae Meropenem/vaborbactam has been shown to be active in vitro against susceptible isolates of the following microorganisms: Citrobacter freundii Citrobacter koseri Enterobacter aerogenes Klebsiella oxytoca Proteus mirabilis Providencia spp. Serratia marcescens
Device Story
Liofilchem MIC Test Strip (MTS) is a quantitative diagnostic tool for determining antimicrobial susceptibility. Device consists of specialized paper strips impregnated with a predefined concentration gradient of Meropenem/vaborbactam. Used in clinical microbiology laboratories; operated by trained laboratory personnel. Procedure involves placing the strip onto inoculated agar media; overnight incubation (16-20 hours) allows the antimicrobial agent to diffuse into the agar. The minimum inhibitory concentration (MIC) is determined by manual visual inspection of the inhibition ellipse intersection with the strip. Results assist clinicians in selecting appropriate antibiotic therapy for patients with bacterial infections. Benefits include precise MIC determination to guide targeted treatment.
Clinical Evidence
No clinical data provided. Substantial equivalence is based on bench testing comparing the performance of the Meropenem/vaborbactam MTS against standard reference broth microdilution methods for the specified bacterial species.
Technological Characteristics
Specialized paper strip impregnated with antimicrobial gradient; 15 two-fold dilutions. Manual reading of inhibition ellipse. Media: Mueller Hinton agar. Incubation: 35°C ± 2°C for 16-20 hours. Single-use. No electronic components or software.
Indications for Use
Indicated for in vitro determination of antimicrobial susceptibility of non-fastidious Gram-negative bacilli (Enterobacter cloacae complex, E. coli, K. pneumoniae, C. freundii, C. koseri, E. aerogenes, K. oxytoca, P. mirabilis, Providencia spp., S. marcescens) to Meropenem/vaborbactam. Prescription use only.
Regulatory Classification
Identification
An antimicrobial susceptibility test powder is a device that consists of an antimicrobial drug powder packaged in vials in specified amounts and intended for use in clinical laboratories for determining in vitro susceptibility of bacterial pathogens to these therapeutic agents. Test results are used to determine the antimicrobial agent of choice in the treatment of bacterial diseases.
{0}
Page 1 of 11
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY ASSAY ONLY TEMPLATE
A. 510(k) Number:
K173307
B. Purpose for Submission:
To obtain a substantial equivalence determination of the Liofilchem MIC Test Strip (MTS) containing Meropenem/vaborbactam at concentrations of 0.016/8 – 256/8 µg/mL for susceptibility testing of select gram negative bacilli
C. Measurand:
Meropenem/vaborbactam 0.016/8 – 256/8 µg/mL
D. Type of Test:
Quantitative Antimicrobial Susceptibility Test growth based detection
E. Applicant:
Liofilchem s.r.l.
F. Proprietary and Established Names:
Liofilchem MIC Test Strip (MTS), Meropenem/vaborbactam 0.016/8 – 256/8 µg/mL
G. Regulatory Information:
1. Regulation section:
21 CFR 866.1640 Antimicrobial Susceptibility Test Powder
2. Classification:
Class II
3. Product code(s):
LWY – Manual Antimicrobial Test Systems
{1}
Page 2 of 11
4. Panel:
Microbiology (83)
H. Intended Use/Indications for Use:
1. Intended Use (s):
The Liofilchem MIC Test Strip (MTS) is a quantitative method intended for the in vitro determination of antimicrobial susceptibility of bacteria. MTS consists of specialized paper impregnated with a pre-defined concentration gradient of an antimicrobial agent, which is used to determine the minimum inhibitory concentration (MIC) in µg/mL of antimicrobial agents against bacteria as tested on agar media using overnight incubation and manual reading procedures. The Meropenem/vaborbactam MTS at concentrations of 0.016/8-256/8 µg/mL should be interpreted at 16-20 hours of incubation.
Meropenem/vaborbactam has been shown to be active both clinically and in vitro against the non-fastidious bacteria listed below according to the FDA label:
Enterobacter cloacae species complex
Escherichia coli
Klebsiella pneumoniae
Meropenem/vaborbactam has been shown to be active in vitro against susceptible isolates of the following microorganisms:
Citrobacter freundii
Citrobacter koseri
Enterobacter aerogenes
Klebsiella oxytoca
Proteus mirabilis
Providencia spp.
Serratia marcescens
2. Indications for Use:
Same as Intended Use
3. Special conditions for use statement(s):
For Prescription Use Only
Limitation:
"The ability of the Liofilchem MIC Test Strip (MTS) to detect resistant isolates with the following drug/bacterial species combinations is unknown because resistant isolates were either not available or an insufficient number was
{2}
encountered at the time of comparative testing:
Meropenem/vaborbactam: Citrobacter freundii, Citrobacter koseri, Enterobacter aerogenes, Klebsiella oxytoca, Proteus mirabilis, Providencia spp., Serratia marcescens"
4. Special instrument requirements:
Manual reading only
I. Device Description:
The Meropenem/vaborbactam MIC Test Strip (MTS) consists of specialized paper impregnated with a predefined concentration gradient of meropenem/vaborbactam across 15 two-fold dilutions like those dilutions of a conventional MIC method. One side of the strip is labelled with the Meropenem/vaborbactam code (M/V) and the MIC reading scale is in $\mu \mathrm{g} / \mathrm{mL}$ . When the MIC Test Strip is applied onto an inoculated agar surface, the preformed exponential gradient of antimicrobial agent is immediately transferred to the agar matrix. After 16-20 hours incubation, a symmetrical inhibition ellipse centered along the strip is formed. The MIC is read directly from the scale in terms of $\mu \mathrm{g} / \mathrm{mL}$ at the point where the edge of the inhibition ellipse intersects the MIC Test Strip. The MIC Test Strip is single use only. Since MTS strip generates MIC values which fall between two-fold dilutions for interpretation, the MIC value read is recorded to the next two-fold dilution value.
J. Substantial Equivalence Information:
1. Predicate device name(s):
Liofilchem MTS, Vancomycin
2. Predicate 510(k) number(s):
K153687
3. Comparison with predicate:
| Similarities | | |
| --- | --- | --- |
| Item | Device: Liofilchem MTS, Meropenem/vaborbactam (K173307) | Predicate Device: Liofilchem MTS, Vancomycin (K153687) |
| Intended Use | Quantitative susceptibility to antimicrobial agents | Same |
| Media | Mueller Hinton agar | Same |
| Inoculum | Isolated colonies from culture in suspension equivalent to 0.5 McFarland. Inoculum is applied to agar with swab manually or with rotation plate | Same |
{3}
| Similarities | | |
| --- | --- | --- |
| Item | Device: Liofilchem MTS, Meropenem/vaborbactam (K173307) | Predicate Device: Liofilchem MTS, Vancomycin (K153687) |
| Reading | Manual; the point where the edge of inhibition ellipse intersects the MIC Test Strip | Same |
| Result | MIC (μg/mL) | Same |
| Differences | | |
| Item | Device: Liofilchem MTS, Meropenem/vaborbactam (K173307) | Predicate Device: Liofilchem MTS, vancomycin (K153687) |
| Antimicrobial Agent | Meropenem/vaborbactam | Vancomycin |
| Incubation | 35°C ± 2°C for 16-20 hours | 35°C ± 2°C for 24 hours |
# K. Standard/Guidance Document Referenced (if applicable)
FDA Class II Special Controls Guidance Document: Antimicrobial Susceptibility Test (AST) Systems; Guidance for Industry and FDA (Issued August 28, 2009)
- CLSI M07-10, "Methods for Dilution Antimicrobial Susceptibility Tests for Bacteria that Grow Aerobically; Approved Standard-Tenth Edition" (January 2015)
- CLSI M100-S27, "Performance Standards for Antimicrobial Susceptibility Testing"; Twenty-Seventh Informational Supplement (January 2017)
# L. Test Principle:
MIC Test Strips (MTS) are made of special high quality paper impregnated with a predefined concentration gradient of antibiotic, across 15 two-fold dilutions like those of a conventional MIC method. When the MTS is applied onto an inoculated agar surface, the preformed exponential gradient of antimicrobial agent is immediately transferred to the agar matrix. After 16-20 hours incubation, a symmetrical inhibition ellipse centered along the strip is formed. The MIC is read directly from the scale in terms of $\mu \mathrm{g} / \mathrm{mL}$ at the point where the edge of the inhibition ellipse intersects the MTS.
Growth along the entire gradient (i.e., no inhibition ellipse) indicates that the MIC value is greater than or equal to $(\geq)$ the highest value on the scale. An inhibition ellipse that intersects below the lower end of the scale is read as less than $(<)$ the lowest value. An MIC of $0.125\mu \mathrm{g / mL}$ is considered to be the same as $0.12\mu \mathrm{g / mL}$ for reporting purposes.
An MTS MIC value which falls between standard two-fold dilutions must be rounded up to the next standard upper two-fold value before categorization.
{4}
# M. Performance Characteristics (if/when applicable):
# 1. Analytical performance:
# a. Precision/Reproducibility:
A reproducibility study testing the Liofilchem MIC Test Strip (MTS) containing Meropenem/vaborbactam was conducted at three clinical sites using ten isolates of Gram-negative bacilli consistent with the Intended Use. Testing was performed on three separate days and in triplicate for a total of 270 data points among the sites. The isolates tested in the reproducibility study included Escherichia coli (four isolates), Klebsiella pneumoniae (three isolates), Enterobacter cloacae (two isolates), and Pseudomonas aeruginosa (one isolate). The mode MIC value was determined and the reproducibility was calculated based on MIC values that fell within $+ / -$ one doubling dilution from the mode MIC value. Both intra-site and inter-site reproducibility for Meropenem/vaborbactam MTS was calculated. There were no off-scale MIC results.
The combined reproducibility results for all three sites were acceptable and demonstrated $\geq 95\%$ reproducibility.
# b. Linearity/assay reportable range:
Not applicable
# c. Traceability, Stability, Expected values (controls, calibrators, or methods):
# Quality Control (QC) Testing
FDA/CLSI recommended QC organisms were tested throughout the comparative testing at three study sites. The organisms tested were Pseudomonas aeruginosa ATCC 27853 and Klebsiella pneumoniae ATCC BAA-1705. These recommended QC organisms were tested a minimum of 20 times/site by both the Liofilchem MTS, Meropenem/vaborbactam and with the CLSI broth microdilution reference method.
Both the auto-dilution and the manual dilution methods were within the expected range $>95\%$ of the time. In instances where any organism was out of range for the reference method, all testing data from that day was invalid and repeated. The Meropenem/vaborbactam MIC QC results are summarized in Table 1. All QC results were acceptable.
Table 1. Quality Control Results Summary for Meropenem/vaborbactam MTS
| Organism | Concentration (μg/mL) | Reference | MTS |
| --- | --- | --- | --- |
| Pseudomonas aeruginosa | 0.06/8 | | |
| ATCC 27853 | 0.12/8 | | |
| Expected Range | 0.25/8 | 45 | 11 |
| 0.12/8 – 1/8 μg/mL | 0.5/8 | 13 | 48 |
{5}
| | 1/8 | 2 | 1 |
| --- | --- | --- | --- |
| | 2/8 | | |
| | | | |
| Klebsiella pneumoniae | 0.008/8 | | |
| ATCC BAA-1705 | 0.015/8 | | |
| Expected Range | 0.03/8 | 52 | 3 |
| 0.015/8 – 0.06/8 µg/mL | 0.06/8 | 9 | 58 |
| | 0.12/8 | | |
## Inoculum Density Check
The inoculum was prepared to achieve a 0.5 McFarland standard turbidity. Colony counts were performed periodically at each site as part of QC and reproducibility procedures as well as during clinical studies to demonstrate that the inoculum procedure results were in the expected CFU/mL (approximately $1 \times 10^{8}$ CFU/mL).
d. Detection limit:
Not applicable
e. Analytical Specificity:
Not applicable
f. Assay cut-off:
Not applicable
2. Comparison studies:
a. Method comparison with predicate device:
Results obtained with the Liofilchem MIC Test Strip (MTS), Meropenem/vaborbactam were compared to results obtained with the CLSI broth microdilution reference panel. The reference panel contained two-fold serial dilutions with a range of $\leq 0.016$ to $\geq 256~\mu \mathrm{g / mL}$. The testing conditions for the reference method were consistent with CLSI guideline, M07-A10.
The Liofilchem MIC Test Strip (MTS), Meropenem/vaborbactam was evaluated by three sites located in the United States. Every clinical isolate was tested one time by Meropenem/vaborbactam MTS and the reference method using the same initial standardized suspension.
Of the 390 clinical Enterobacteriaceae, there were 185 (47.4%) fresh isolates that were tested within seven days of isolation, 138 (35.4%) recent isolates that were tested within one year of isolation, and 67 (17.2%) stock isolates that were tested within three years of isolation. All clinical strains grew in both the MTS agar plates
Page 6 of 11
{6}
and the broth microdilution panels.
A total of 88 Enterobacteriaceae challenge isolates were also evaluated at one site.
The comparative study (both clinical and challenge organisms) included 478 Enterobacteriaceae isolates. The organisms included Citrobacter freundii, Citrobacter koseri, Enterobacter aerogenes, Enterobacter cloacae, Escherichia coli, Klebsiella oxytoca, Klebsiella pneumoniae, Proteus mirabilis, Providencia rettgeri, and Serratia marcescens.
The performance of 478 clinical and challenge isolates is summarized in Table 2.
Table 2. Performance† of Enterobacteriaceae Isolates
| Organism Group | EA Total | EA N | EA % | Eval EA Total | Eval EA N | Eval EA % | CA N | CA % | #R | Min | Maj | Vmj |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Enterobacteriaceae ≤4/8 (Susceptible), 8/8 (Intermediate), ≥16/8 (Resistant)* | | | | | | | | | | | | |
| Clinical | 390 | 379 | 97.2 | 349 | 346 | 99.1 | 389 | 99.7 | 1 | 1 | 0 | 0 |
| Challenge | 88 | 78 | 88.6 | 81 | 73 | 90.1 | 75 | 85.2 | 41 | 12 | 1 | 0 |
| Combined | 478 | 457 | 95.6 | 430 | 419 | 97.4 | 464 | 97.1 | 42 | 13 | 1 | 0 |
†EA – Essential Agreement (+/- 1 doubling dilution)
CA – Category Agreement
EVAL – Evaluable isolates
R – Resistant isolates
Min – Minor discrepancies
Maj – Major discrepancies
Vmj – Very major discrepancies
Essential Agreement (EA) is when the Liofilchem MIC Test Strip (MTS) results agree exactly or within one doubling dilution of the reference broth microdilution results. Category Agreement (CA) is when the Liofilchem MIC Test Strip (MTS) result interpretation agrees exactly with the reference broth microdilution result interpretation. Evaluable results were defined as when both the reference method results and the Liofilchem MTS results were on-scale. Evaluable results were also defined as when the reference method results were on-scale and off-scale Liofilchem MTS results clearly did not agree within the accepted +/- one doubling dilution.
*Parenthesis show the Meropenem/vaborbactam MIC values that correspond to the interpretive categories of S/I/R.
## Overall Performance:
The overall performance of the Meropenem/vaborbactam MIC Test Strip for Enterobacteriaceae is acceptable with an EA of 95.6% and CA of 97.1%. There were no very major errors, one major error (0.2% error rate, 1/425 susceptible organisms), and 13 minor errors (2.7% error rate, 13/478 total organisms).
## Resistant Organisms:
A total of 42 resistant isolates were identified in the combined clinical (n=1) and challenge (n=41) study of the Meropenem/vaborbactam MTS out of 478 organisms (8.8%). However, the following organisms had either no resistant isolates or an insufficient number of resistant isolates were encountered during comparative testing: Citrobacter freundii, Citrobacter koseri, Enterobacter aerogenes, Klebsiella oxytoca, Proteus mirabilis, Providencia rettgeri, and Serratia marcescens. This was addressed by adding the following limitation in the package insert:
"The ability of the Liofilchem MIC Test Strip (MTS) to detect resistant isolates with the following drug/bacterial species combinations is unknown because resistant
Page 7 of 11
{7}
isolates were either not available or an insufficient number was encountered at the time of comparative testing:
Meropenem/vaborbactam: Citrobacter freundii, Citrobacter koseri, Enterobacter aerogenes, Klebsiella oxytoca, Proteus mirabilis, Providencia spp., Serratia marcescens"
## Enzyme Group Characterization:
The FDA approved pharmaceutical antimicrobial agent package insert provides a detailed description of enzyme groups for organisms tested in the drug study. Enzyme characterization was conducted for Enterobacteriaceae to cover the majority of β-lactamase enzyme groups noted in the FDA drug label. The performance of the Liofilchem MTS Meropenem/vaborbactam study included evaluation of performance with isolates belonging to the enzyme groups as shown below.
## Enterobacteriaceae (ESBLs)
Enzyme characterization was conducted for claimed Enterobacteriaceae isolates for the following ESBLs: TEM, SHV, CTX-M. Meropenem/vaborbactam demonstrated acceptable performance against Enterobacteriaceae carrying these β-lactamase encoding genes.
## Enterobacteriaceae (KPC and SME; serine carbapenemases)
Enzyme characterization was conducted for claimed Enterobacteriaceae isolates for the following serine carbapenemases: KPC (K. pneumoniae carbapenemase [KPC]) and SME (Serratia marcescens enzyme). One major error was observed for K. pneumoniae with a MAJ rate of 3.2% (1/31). This K. pneumoniae isolate produced KPC-2, TEM-181, and SHV-11 of which Meropenem/vaborbactam should exhibit susceptibility; this resistance profile suggests other mechanisms of resistance.
Further, Enterobacteriaceae isolates with genes encoding SME enzymes were not available at the time of testing and were not evaluated. This was addressed by adding the following footnote under the Performance Characteristics table:
"Enzyme group characterization was not available for the following organisms at the time of comparative testing, and therefore the performance of Meropenem/vaborbactam is unknown: Enterobacteriaceae (SME)"
## Enterobacteriaceae (AmpC β-lactamases)
Enzyme characterization was conducted for claimed Enterobacteriaceae isolates for the following AmpC β-lactamases: CMY, ACT. Meropenem/vaborbactam demonstrated acceptable performance against Enterobacteriaceae carrying these β-lactamase encoding genes.
## Enterobacteriaceae (Other β-lactamases)
Testing was conducted against Enterobacteriaceae isolates that are known to produce metallo-beta lactamases or oxacillinases with carbapenemase activity. However, Meropenem/vaborbactam is not active against these classes of beta-lactamases and
Page 8 of 11
{8}
therefore, the following footnote was added in the labeling (Performance Characteristics table):
"Meropenem/vaborbactam is not active against bacteria that produce metallo-beta lactamases or oxacillinases with carbapenemase activity"
## MIC Trends:
Using the combined clinical and challenge data for Enterobacteriaceae, an analysis of trending was conducted. This trending calculation considers MIC values that are determined to be one or more doubling dilution lower or higher compared to the reference method irrespective whether the device MIC values are on-scale or not. The evaluable data for trend analysis is presented in Table 3 for Enterobacteriaceae.
Table 3. Trending Analysis of Evaluable Clinical and Challenge Results for Enterobacteriaceae
| Meropenem/vaborbactam 0.016/8 - 256/8 μg/mL | Total Isolates^a | Difference in MIC as Compared to the CLSI Reference Method | | | | |
| --- | --- | --- | --- | --- | --- | --- |
| | | ≥ 2 dilution lower | 1 dilution lower | Exact | 1 dilution higher | ≥ 2 dilution higher |
| C. freundii | 15 | 0 | 0 | 4 (26.67%) | 11 | 0 |
| | | 0 (0.00%)^b 95% CI (0.00% to 20.39%) | | | 11 (73.33%)^b 95% CI (48.05% to 89.10%) | |
| C. koseri | 12 | 0 | 0 | 5 (41.67%) | 7 | 0 |
| | | 0 (0.00%)^c 95% CI (0.00% to 24.25%) | | | 7 (58.33%)^c 95% CI (31.95% to 80.67%) | |
| E. aerogenes | 15 | 0 | 0 | 4 (26.67%) | 11 | 0 |
| | | 0 (0.00%)^d 95% CI (0.00% to 20.39%) | | | 11 (73.33%)^d 95% CI (48.05% to 89.10%) | |
| E. cloacae | 105 | 0 | 10 | 33 (31.43%) | 61 | 1 |
| | | 10 (9.52%)^e 95% CI (5.26% to 16.65%) | | | 62 (59.05%)^e 95% CI (49.48% to 67.97%) | |
| E. coli | 150 | 0 | 2 | 70 (46.67%) | 67 | 11 |
| | | 2 (1.33%)^f 95% CI (0.37% to 4.73%) | | | 78 (52.00%)^f 95% CI (44.06% to 59.85%) | |
| K. oxytoca | 12 | 0 | 0 | 1 (8.33%) | 11 | 0 |
| | | 0 (0.00%)^g 95% CI (0.00% to 24.25%) | | | 11 (91.67%)^g 95% CI (64.61% to 98.51%) | |
| K. pneumoniae | 121 | 0 | 8 | 45 (37.19%) | 62 | 6 |
| | | 8 (6.61%)^h 95% CI (3.39% to 12.51%) | | | 68 (56.20%)^h 95% CI (47.30% to 64.71%) | |
<a>^a</a> Total number of evaluable results for trending analysis
<a>^b</a> Difference: 73.33%: 95% CI (40.85% to 89.10%)
<a>^c</a> Difference: 58.33%: 95% CI (22.50% to 80.67%)
<a>^d</a> Difference: 73.33%: 95% CI (40.85% to 89.10%)
<a>^e</a> Difference: 49.52%: 95% CI (37.60% to 59.42%)
<a>^f</a> Difference: 50.67%: 95% CI (42.03% to 58.57%)
<a>^g</a> Difference: 91.67%: 95% CI (55.33% to 98.51%)
<a>^h</a> Difference: 49.59%: 95% CI (38.92% to 58.69%)
Note: A positive percent difference value indicates higher MIC when compared to the reference method
Page 9 of 11
{9}
A higher MIC reading trend was observed in the overall performance of C. freundii, C. koseri, E. aerogenes, E. cloacae, E. coli, K. oxytoca, and K. pneumoniae to CLSI broth microdilution, which raises concerns for potential major errors.
To address the high trending and the potential occurrence of major error(s) when using the Meropenem/vaborbactam MTS, the following statement was added as a footnote in the Performance Characteristics section of the labeling, "Drug Specific Supplement for MIC Test Strip (MTS), Meropenem-vaborbactam (M/V)".
"The Liofilchem MIC Test Strip (MTS) Meropenem/vaborbactam values tended to be in exact agreement or at least one doubling dilution higher when testing C. freundii, C. koseri, E. aerogenes, E. cloacae, E. coli, K. oxytoca, and K. pneumoniae compared to the CLSI reference broth microdilution."
The analysis of all other Enterobacteriaceae MIC data (i.e., P. mirabilis, P. rettgeri, S. marcescens) demonstrated no notable trending.
b. Matrix comparison:
Not applicable
3. Clinical studies:
a. Clinical sensitivity:
Not applicable
b. Clinical specificity:
Not applicable
c. Other clinical supportive data (when a. and b. are not applicable):
Not applicable
4. Clinical cut-off:
Not applicable
5. Expected values/Reference range:
Table 4. Interpretive Criteria for Meropenem/vaborbactam (FDA Drug Label)
| Organism | FDA Interpretive Criteria for Meropenem/vaborbactam (μg/mL) | | |
| --- | --- | --- | --- |
| | S | I | R |
| Enterobacteriaceae | ≤4/8 | 8/8 | ≥16/8 |
{10}
N. Proposed Labeling:
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
O. Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
Page 11 of 11
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
Learn the FDA Browser
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
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.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.