CDC Human Influenza Virus Real-time RT-PCR Diagnostic Panel (includes Influenza A/B Typing Kit, Influenza A Subtyping Kit, Influenza A(H5) Subtyping Kit, and Influenza B Lineage Genotyping Kit)
K263035 · Centers for Disease Control and Prevention · OZE · Sep 30, 2026 · Microbiology
Device Facts
Record ID
K263035
Device Name
CDC Human Influenza Virus Real-time RT-PCR Diagnostic Panel (includes Influenza A/B Typing Kit, Influenza A Subtyping Kit, Influenza A(H5) Subtyping Kit, and Influenza B Lineage Genotyping Kit)
Applicant
Centers for Disease Control and Prevention
Product Code
OZE · Microbiology
Decision Date
Sep 30, 2026
Decision
SESE
Submission Type
Special
Regulation
21 CFR 866.3980
Device Class
Class 2
Attributes
Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K263035 · Sep 30, 2026
CDC Human Influenza Virus Real-time RT-PCR Diagnostic Panel (includes Influenza A/B Typing Kit, Influenza A Subtyping Kit, Influenza A(H5) Subtyping Kit, and Influenza B Lineage Genotyping Kit)
Centers for Disease Control and Prevention
Residual human upper respiratory specimens from previous influenza seasons; Influenza Division surveillance program
Retrospective clinical evaluation of the modified Influenza A(H1)pdm09 assay performance using residual clinical specimens previously collected and sequenced through routine surveillance.
Modified pdmH1 Primers and Probe Retrospective Clinical Evaluation; Retrospective clinical evaluation; Study Period: Previous influenza seasons
Residual human upper respiratory specimens (NPS, TS, ANS) from symptomatic patients; Sample Size: 121 total (61 positive, 60 negative)
Next Generation Sequencing (NGS)
Positive percent agreement (PPA) and negative percent agreement (NPA)
Indications for Use
The Influenza A/B Typing Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time reverse transcription polymerase chain reaction (RT-PCR) Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been U.S Food and Drug Administration (FDA)-cleared for use with this kit in conjunction with clinical and epidemiological information: - For qualitative detection of influenza virus type A or B viral ribonucleic acid (RNA) in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate [TA], sputum, and/or from viral culture. - To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted in these cases unless a BSL 3+ facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees. The Influenza A Subtyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: - For determination of the subtype of seasonal human influenza A viruses as seasonal A(H3) and/or A(H1)pdm09 from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate [TA], sputum, and lung tissue) from human patients with signs and symptoms of respiratory infection and/or from viral culture; - To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co- infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees. The Influenza A/H5 Subtyping Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: - For the presumptive identification of virus in patients who may be infected with influenza A subtype A(H5) (Asian lineage) from viral RNA in human respiratory specimens, conjunctival swabs and viral culture in conjunction with clinical and epidemiological risk factors; - To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Testing with the influenza H5a and H5b primer and probe sets should not be performed unless the patient meets the most current U.S. Department of Health and Human Services (DHHS) clinical and epidemiologic criteria for testing suspect A(H5) specimens. The definitive identification of influenza A(H5) (Asian lineage) either directly from patient specimens or from virus cultures requires additional laboratory testing, along with clinical and epidemiological assessment in consultation with national influenza surveillance experts. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees. The Influenza B Lineage Genotyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: - For the determination of the genetic lineage of human influenza B viruses as B/Victoria or B/Yamagata lineage from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) from human patients with signs and symptoms of respiratory infection and/or from viral culture; - To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza B lineage genotyping were established during a season when influenza B/Victoria and B/Yamagata lineages were in circulation. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees.
Device Story
Multiplex real-time RT-PCR diagnostic panel; detects/characterizes influenza A and B viral RNA; inputs include respiratory specimens (swabs, aspirates, washes, tissue) or viral culture; utilizes oligonucleotide primers and fluorescently labeled hydrolysis probes targeting conserved regions of M, NS, NP, and HA genes; requires FDA-cleared real-time PCR instrumentation; performed by trained laboratory personnel in clinical/surveillance settings; output provides qualitative detection and subtyping/genotyping results; aids in diagnosis of influenza-like illness and public health surveillance; supports clinical decision-making regarding infection control and patient management.
Clinical Evidence
Retrospective clinical evaluation using 61 positive and 60 negative residual upper respiratory specimens. Positive specimens confirmed by NGS (58 with mutations, 3 without). Comparator: NGS. Results: Modified pdmH1_v4 assay showed 100% PPA (95% CI: 94.1%-100%) and 100% NPA (95% CI: 94.0%-100%) compared to NGS, performing equal to or better than the predicate pdmH1_IVD assay.
Indicated for qualitative detection and subtyping of influenza A and B viruses, including A(H1)pdm09, A(H3), and A(H5) (Asian lineage), and genotyping of influenza B lineages (B/Victoria, B/Yamagata) in respiratory specimens from patients with respiratory infection symptoms. For use by trained personnel in clinical/epidemiological surveillance.
Regulatory Classification
Identification
A respiratory viral panel multiplex nucleic acid assay is a qualitative in vitro diagnostic device intended to simultaneously detect and identify multiple viral nucleic acids extracted from human respiratory specimens or viral culture. The detection and identification of a specific viral nucleic acid from individuals exhibiting signs and symptoms of respiratory infection aids in the diagnosis of respiratory viral infection when used in conjunction with other clinical and laboratory findings. The device is intended for detection and identification of a combination of the following viruses:(1) Influenza A and Influenza B; (2) Influenza A subtype H1 and Influenza A subtype H3; (3) Respiratory Syncytial Virus subtype A and Respiratory Syncytial Virus subtype B; (4) Parainfluenza 1, Parainfluenza 2, and Parainfluenza 3 virus; (5) Human Metapneumovirus; (6) Rhinovirus; and (7) Adenovirus.
Special Controls
*Classification.* Class II (special controls). The special controls are:(1) FDA's guidance document entitled “Class II Special Controls Guidance Document: Respiratory Viral Panel Multiplex Nucleic Acid Assay;”
(2) For a device that detects and identifies Human Metapneumovirus, FDA's guidance document entitled “Class II Special Controls Guidance Document: Testing for Human Metapneumovirus (hMPV) Using Nucleic Acid Assays;” and
(3) For a device that detects and differentiates Influenza A subtype H1 and subtype H3, FDA's guidance document entitled “Class II Special Controls Guidance Document: Testing for Detection and Differentiation of Influenza A Virus Subtypes Using Multiplex Nucleic Acid Assays.” See § 866.1(e) for the availability of these guidance documents.
Predicate Devices
CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza A/B Typing Kit (VER 2); Influenza A SubTyping Kit (VER 4); Influenza B Lineage Genotyping Kit (VER 1.1 and 2); and Influenza A/H5 Subtyping Kit (VER 4) (K243274)
Submission Summary (Full Text)
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[LOGO]
FDA
U.S. FOOD & DRUG
ADMINISTRATION
# SPECIAL 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
## I Background Information:
A 510(k) Number
K263035
B Applicant
Centers for Disease Control and Prevention
C Proprietary and Established Names
CDC Human Influenza Virus Real-time RT-PCR Diagnostic Panel (includes Influenza A/B Typing Kit, Influenza A Subtyping Kit, Influenza A(H5) Subtyping Kit, and Influenza B Lineage Genotyping Kit)
D Regulatory Information
| Product Code(s) | Classification | Regulation Section | Panel |
| --- | --- | --- | --- |
| OZE | Class II | 21 CFR 866.3980 | Microbiology |
## II Submission/Device Overview:
A Purpose for Submission:
The purpose of this submission is to address the modification of the Influenza A subtyping kit to update the influenza A H1N1pmd09 primers and probe sequences to maintain and improve the performance of the device with recently circulating influenza A H1N1 viruses. This regulatory pathway (Special 510(k)) has been utilized by the CDC for similar changes to the Influenza A subtyping kit to update influenza A H3 primers and probes.
## III Intended Use/Indications for Use:
A Intended Use(s):
See Indications for Use below.
B Indication(s) for Use:
Influenza A/B Typing Kit (Ver 2)
Food and Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993-0002
www.fda.gov
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The Influenza A/B Typing Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time reverse transcription polymerase chain reaction (RT-PCR) Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been U.S Food and Drug Administration (FDA)-cleared for use with this kit in conjunction with clinical and epidemiological information:
- For qualitative detection of influenza virus type A or B viral ribonucleic acid (RNA) in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate [TA], sputum, and/or from viral culture.
- To provide epidemiologic information for surveillance of circulating influenza viruses.
Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses.
Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease.
If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted in these cases unless a BSL 3+ facility is available to receive and culture specimens.
Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees.
### Influenza A Subtyping Kit (Ver 5)
The Influenza A Subtyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information:
- For determination of the subtype of seasonal human influenza A viruses as seasonal A(H3) and/or A(H1)pdm09 from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate
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[TA], sputum, and lung tissue) from human patients with signs and symptoms of respiratory infection and/or from viral culture;
- To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses.
Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co- infection with other viruses. The agent detected may not be the definite cause of disease.
If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens.
Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees.
### Influenza A(H5) Subtyping Kit (Ver 4)
The Influenza A/H5 Subtyping Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information:
- For the presumptive identification of virus in patients who may be infected with influenza A subtype A(H5) (Asian lineage) from viral RNA in human respiratory specimens, conjunctival swabs and viral culture in conjunction with clinical and epidemiological risk factors;
- To provide epidemiologic information for surveillance of circulating influenza viruses.
Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Testing with the influenza H5a and H5b primer and probe sets should not be performed unless the patient meets the most current U.S. Department of Health and Human Services (DHHS) clinical and epidemiologic criteria for testing suspect A(H5) specimens. The definitive identification of influenza A(H5) (Asian lineage) either directly from patient specimens or from virus cultures requires additional laboratory testing, along with clinical and epidemiological assessment in consultation with national influenza surveillance experts.
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Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease.
If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens.
Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees.
# Influenza B Lineage Genotyping Kit (Ver 1.1)
The Influenza B Lineage Genotyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information:
- For the determination of the genetic lineage of human influenza B viruses as B/Victoria or B/Yamagata lineage from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) from human patients with signs and symptoms of respiratory infection and/or from viral culture;
- To provide epidemiologic information for surveillance of circulating influenza viruses.
Performance characteristics for influenza B lineage genotyping were established during a season when influenza B/Victoria and B/Yamagata lineages were in circulation. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease.
Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees.
# C Special Conditions for Use Statement(s):
Rx – For prescription use only
For In Vitro Diagnostic Use
# D Special Instrument Requirements:
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# IV Device/System Characteristics:
# Device Description:
The CDC Human Influenza Real-Time RT-PCR Diagnostic Panel is used in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with the CDC device. The panel is configured in four separate kits. Each kit consists of oligonucleotide primers, fluorescently labeled hydrolysis probes, and controls which are used in rRT-PCR assays for the in vitro qualitative detection and characterization of influenza virus RNA in respiratory specimens from patients presenting with influenza-like illness (ILI) or from viral culture. Oligonucleotide primers and probes for detection of influenza A, influenza B, and influenza A of swine origin were selected from highly conserved regions of the matrix (M), non-structural (NS), and nucleoprotein (NP) genes, respectively. Oligonucleotide primers and probes for characterization and differentiation of influenza A(H3) and A(H1)pdm09 viruses and genetic lineages of influenza B were selected from highly conserved regions of their hemagglutinin (HA) genes. Oligonucleotide primers and probes to detect the human RNase P gene (RP) in control samples and clinical specimens is also included in the panel.
# V Substantial Equivalence Information:
# A Predicate Device Name(s):
CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza A/B Typing Kit (VER 2); Influenza A SubTyping Kit (VER 4); Influenza B Lineage Genotyping Kit (VER 1.1 and 2); and Influenza A/H5 Subtyping Kit (VER 4)
# B Predicate 510(k) Number(s):
K243274
# C Comparison with Predicate(s):
| Device & Predicate Device(s): | K263035 | K243274 |
| --- | --- | --- |
| Device Trade Name | CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel Influenza A/B Typing Kit (Ver 2) Influenza A Subtyping Kit (Ver 5) Influenza A(H5) Subtyping Kit (Ver 4) Influenza B Lineage Genotyping Kit (Ver | CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel Influenza A/B Typing Kit (Ver 2) Influenza A Subtyping Kit (Ver 4) Influenza A(H5) Subtyping Kit (Ver 4) Influenza B Genotyping Kit (Ver 1.1 and 2) |
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| | 1.1 and 2) | |
| --- | --- | --- |
| General Device Characteristic Similarities | | |
| Intended Use/Indications For Use | Same | Influenza A/B Typing Kit The Influenza A/B Typing Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time reverse transcription polymerase chain reaction (RT-PCR) Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been U.S Food and Drug Administration (FDA)-cleared for use with this kit in conjunction with clinical and epidemiological information: • For qualitative detection of influenza virus type A or B viral ribonucleic acid (RNA) in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate [TA], sputum, and lung tissue) from human patients with signs and symptoms of respiratory infection and/or from viral culture. • To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established |
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| | | during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted in these cases unless a BSL 3+ facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to |
| --- | --- | --- |
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| | only those users who have successfully completed a training course provided by CDC instructors or designees. Influenza A Subtyping Kit The Influenza A Subtyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: • For determination of the subtype of seasonal human influenza A viruses as seasonal A(H3) and/or A(H1)pdm09 from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) and lower respiratory tract specimens (including bronchoalveolar lavage [BAL], bronchial wash [BW], tracheal aspirate [TA], sputum, and lung tissue) from human patients with signs and symptoms of respiratory infection and/or from viral culture; • To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and |
| --- | --- |
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| | | A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co- infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by |
| --- | --- | --- |
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| | | CDC instructors or designees. Influenza A(H5) Subtyping Kit The Influenza A/H5 Subtyping Kit contains reagents and controls of the Centers for Disease Control and Prevention (CDC) Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: • For the presumptive identification of virus in patients who may be infected with influenza A subtype A(H5) (Asian lineage) from viral RNA in human respiratory specimens, conjunctival swabs and viral culture in conjunction with clinical and epidemiological risk factors; • To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza were established during a season when seasonal influenza viruses A(H1N1) and A(H3N2) were the predominant influenza A viruses in circulation and during a season when the A(H1N1)pdm09 influenza virus was the predominant influenza A virus in circulation. Performance characteristics may vary with other emerging influenza A viruses. Testing with the influenza H5a and H5b primer and probe sets should not be performed unless the patient meets the most |
| --- | --- | --- |
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| | | current U.S. Department of Health and Human Services (DHHS) clinical and epidemiologic criteria for testing suspect A(H5) specimens. The definitive identification of influenza A(H5) (Asian lineage) either directly from patient specimens or from virus cultures requires additional laboratory testing, along with clinical and epidemiological assessment in consultation with national influenza surveillance experts. Negative results do not preclude influenza virus infection and should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. If infection with a novel influenza A virus is suspected based on current clinical and epidemiological screening criteria recommended by public health authorities, specimens should be collected with appropriate infection control precautions for novel virulent influenza viruses and sent to state or local health department for testing. Viral culture should not be attempted unless a BSL 3E facility is available to receive and culture specimens. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC |
| --- | --- | --- |
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| | Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees. Influenza B Genotyping Kit The Influenza B Lineage Genotyping Kit contains reagents and controls of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel and is intended for use in real-time RT-PCR (rRT-PCR) assays on an in vitro diagnostic real-time PCR instrument that has been FDA-cleared for use with this kit in conjunction with clinical and epidemiological information: • For the determination of the genetic lineage of human influenza B viruses as B/Victoria or B/Yamagata lineage from viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], nasal swabs [NS], throat swabs [TS], nasal aspirates [NA], nasal washes [NW] and dual nasopharyngeal/throat swabs [NPS/TS]) from human patients with signs and symptoms of respiratory infection and/or from viral culture; • To provide epidemiologic information for surveillance of circulating influenza viruses. Performance characteristics for influenza B lineage genotyping were established during a season when influenza B/Victoria and B/Yamagata lineages were in circulation. Negative results do not preclude influenza virus infection and |
| --- | --- |
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| | | should not be used as the sole basis for treatment or other patient management decisions. Conversely, positive results do not rule out bacterial infection or co-infection with other viruses. The agent detected may not be the definite cause of disease. Black Box: All users, analysts, and any person reporting results from use of this device should be trained to perform and interpret the results from this procedure by a competent instructor prior to use. CDC Influenza Division will limit the distribution of this device to only those users who have successfully completed a training course provided by CDC instructors or designees. |
| --- | --- | --- |
| Organisms Detected | Same | Influenza A viruses (animal and human) Influenza B viruses |
| Specimen Types | Same | Influenza A/B Typing Kit, and Influenza A Subtyping Kit- Nasopharyngeal swabs, nasal swabs, throat swabs, nasal aspirates, nasal washes and dual nasopharyngeal/throat swabs, bronchoalveolar lavages, bronchial aspirates, bronchial washes, tracheal aspirates, sputum, and lung tissue from human patients with signs and symptoms of respiratory infection and/or from viral culture Influenza B Lineage Genotyping Kit- Upper respiratory tract specimens from human patients with signs and symptoms of respiratory infection Influenza A(H5) Subtyping Kit- Human respiratory specimens, |
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| | | conjunctival swabs, and viral culture in conjunction with clinical and epidemiological risk factors |
| --- | --- | --- |
| Technological Characteristics | Same | Real-time RT-PCR |
| Enzyme Master Mix | Same | Invitrogen SuperScript III Platinum One-Step Quantitative RT-PCR Kit (with or without ROX) Quanta BioSciences qScript One-Step qRT-PCR Kit, Low ROX |
| Required Instrument | Same | Applied Biosystem 7500 Fast Dx Real-time PCR system with SDS software version 1.4 Applied Biosystems QuantStudio Dx with version 1.0.3 software QIAGEN Rotor-Gene Q MDx with AssayManager 1.0.4.1 and Epsilon version 1.0.1 software |
| Nucleic Acid Extraction | QIAamp DSP Viral RNA Mini Kit, QIAGEN MagNA Pure 96 - DNA and Viral NA Small Volume Kit, Roche QIAcube – QIAamp DSP Viral RNA Mini Kit, QIAGEN EMAG, bioMérieux EZ1 Advanced XL – EZ1 DSP Virus Kit and EZ1 RNA Tissue Mini Kit, QIAGEN *These platforms are the same as the predicate device. This change reflects the removal of three discontinued platforms (MagNA Pure Compact, Pure LC, Roche and the | QIAamp DSP Viral RNA Mini Kit, QIAGEN MagNA Pure Compact – Nucleic Acid Isolation Kit I, Roche Or RNA Isolation Kit, Roche MagNA Pure LC – Total Nucleic Acid Kit, Roche MagNA Pure 96 - DNA and Viral NA Small Volume Kit, Roche QIAcube – QIAamp DSP Viral RNA Mini Kit, QIAGEN NucliSENS easyMAG, bioMérieux EMAG, bioMérieux EZ1 Advanced XL – EZ1 DSP Virus Kit and EZ1 RNA Tissue Mini Kit, QIAGEN |
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| | NucliSENS easyMAG, bioMérieux. | |
| --- | --- | --- |
| General Device Characteristic Differences | | |
| Primer and Probe Sequence | Modified influenza A H1N1pdm09 forward and reverse primer sequences | Influenza A; Influenza B |
## VI Standards/Guidance Documents Referenced:
Not applicable
## VII Verification and Validation
### A Device Change(s)
Modification of the influenza A(H1) pdm09 primer and probe sequences was made to address recent evolutionary changes in circulating influenza A(H1) pdm09 viruses that may impact the reactivity of the current Influenza A Subtyping Kit. The modifications include changes to the existing influenza A(H1) pdm09 primers and probe sequences to improve or maintain sensitivity of the assays to circulating influenza A viruses.
### B Risks
A risk assessment process was conducted which identified the primary failures and risks associated with modifying oligonucleotides of the Influenza A Subtyping Kit, and labeling updates for the cease in distribution of the Influenza B Lineage Genotyping Kit within the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel were assessed. A summary of the risks identified is presented in Table 1 below. Based on the risk analysis, appropriate verification and validation activities were required to ensure continued performance of the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel after the modification. The CDC Influenza Division followed its established procedures for development, validation, and implementation of the modified assays. Analytical and clinical studies were conducted to demonstrate that the performance of the modified CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel successfully mitigates the identified potential risks to an acceptable level.
Table 1: Risks Associated and Control Measures
| Device Modification | Identified Risk | Hazardous Situation | Consequence | Risk Control Measure | Risk Acceptability Criteria | Verification Method | Summary Conclusion |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Influenza A pdmH1 oligonucleotide | Modified oligonucleotides may demonstrate | Some influenza pdmH1 strains may | Humans infected with influenza A | Characterization of the performance of the | Updated assay will detect circulating | Analytical and clinical performance testing | Results demonstrated that the modified |
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| reagents are updated to ensure reactivity of assays with current circulating influenza A(pdmH1) strains. | variable reactivity among different influenza A pdmH1 strains | not be detected in human specimens. | pdmH1 strains may not be identified in a timely manner. Reduced capability in influenza surveillance. | modified device with representative influenza A pdmH1 strains. | influenza A pdmH1 strains at equal or improved levels of sensitivity and specificity compared to the originally cleared device. | using established methods consistent with the methods used to establish performance with the originally cleared device. | device detects influenza A pdmH1 strains at equal or improved levels of reactivity to the original cleared device. Risk is mitigated to an acceptable level. |
| --- | --- | --- | --- | --- | --- | --- | --- |
| CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit package labeling and package inserts. | Differences exist between the package labeling of the currently cleared device and kits of the updated CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit. | Short term risk of confusing components of the currently cleared CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit. | End user confusing components from different versions could impact ability to accurately detect influenza A viruses. | A product update communication will be distributed instructing end users to transition to the updated kit. Currently distributed kits will expire, and older inventory will no longer be available to the end user. | CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit package labeling and package insert will provide part numbers of new components. | Appropriate package labeling and package insert instructions will be verified against product components by the end user upon receipt per CLIA requirements. | Risk of commingling and/or confusing components of currently cleared CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit is mitigated to an acceptable level. |
| CDC Human Influenza Real-Time RT-PCR Diagnostic Panel IFUs to reflect the pause in distribution | Distribution of the Influenza B Lineage Genotyping test is being stopped since the Influenza B Yamagata | There is a low possibility that the B Yamagata strain could reemerge and not be detected by state public | Identification of an emerged Influenza B Yamagata strain would be missed through testing with | NGS surveillance at CDC is constantly monitoring circulating influenza strains and would identify a | Impact to patient care in the event of reemergence is negligible. Acceptable monitoring of strains | Genotyping of Influenza B does not impact patient treatment as it is the same regardless of strain. | Risk is at an acceptable level. |
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| of the Influenza B Lineage Genotyping kit | strain has not been detected since 2020. Updated test algorithm is different from the currently cleared IFU. | health laboratories using the diagnostic | the RT-PCR panel. | reemergence of B Yamagata or another variant(s) that might emerge. As the Influenza B Lineage Genotyping kit is remaining on the cleared diagnostic panel the kit can be brought back to production quickly if needed. | for variants means low risk of missing reemergence of B Yamagata. | Therefore, patient care is not impacted as the AB Typing kit will still be used to diagnose influenza. Risk to patient care is low. NGS Influenza surveillance activities that look for variants will remain in place to monitor for the reemergence of the Yamagata strain. Risk to missing reemergence is negligible. | |
| --- | --- | --- | --- | --- | --- | --- | --- |
### C Verification/Validation Methods
To demonstrate that there was no negative impact on the performance with the modifications listed above, the following studies were conducted using the modified and currently cleared versions of the influenza A(H1) pdm09 primer and probe sets from the CDC Human Influenza Real-Time RT-PCR Diagnostic Panel. All studies were performed using RNA extracted by the Qiagen EZ1 Advanced XL DSP Virus Kit, on the ABI 7500 Fast Dx using two enzymes: the Invitrogen Superscript III Platinum and Quanta BioSciences qScript. All analytical study samples were prepared in Viral Transport Medium with A549 cells to mimic respiratory specimens. This approach was utilized in a previous submission (K241110).
#### 1. Limit of Detection
Analytical sensitivity of the modified pdmH1 primers and probe were determined in Limit of Detection (LoD) studies by comparing the modified pdmH1 (pdmH1_v4) primers and probes
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to the currently FDA-cleared versions of the pdmH1 (pdmH1_IVD) primers and probes in the CDC Human Influenza Real-Time RT-PCR Diagnostic Panel. Serial dilutions of representative strains of influenza A/H1N1(pdm09) with (A/Rhode Island/06/2024) and without (A/Illinois/20/2018) the known mutations were tested in triplicate with each assay. A comparison study of the updated versions versus the current versions was done by comparing the lowest concentration of virus positive for 3/3 replicates for each representative strain. The lowest concentration of virus positive for 3/3 replicates in the LoD comparison study using the FDA-cleared version (pdmH1_v4) was considered the new preliminary LoD. LoD confirmation was performed by testing 20 replicates at the preliminary LoD and at one 3-fold dilution above and below on both representative strains. Results for each strain of virus are shown in Table 2, Table 3, and Table 4 below.
Table 2: LoD Comparison for A/Rhode Island/06/2024
| Log (EID50/mL) | SuperScript III | | | Quanta qScript | | |
| --- | --- | --- | --- | --- | --- | --- |
| | pdmH1_IV D | pdmH1_v 4 (ZEN) | pdmH1_v 4 (BHQ) | pdmH1_IV D | pdmH1_v 4 (ZEN) | pdmH1_v 4 (BHQ) |
| \( 10^{2.65} \) | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 |
| \( 10^{2.17} \) | 1/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 |
| \( 10^{1.69} \) | 0/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 |
| \( 10^{1.22} \) | 0/3 | 3/3 | 0/3 | 2/3 | 2/3 | 2/3 |
| \( 10^{0.74} \) | 0/3 | 1/3 | 0/3 | 2/3 | 0/3 | 0/3 |
Table 3: LoD Comparison for A/Illinois/20/2018
| Log (EID50/mL) | SuperScript III | | | Quanta qScript | | |
| --- | --- | --- | --- | --- | --- | --- |
| | pdmH1_IV D | pdmH1_v 4 (ZEN) | pdmH1_v 4 (BHQ) | pdmH1_IV D | pdmH1_v 4 (ZEN) | pdmH1_v 4 (BHQ) |
| \( 10^{1.63} \) | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 |
| \( 10^{1.16} \) | 2/3 | 3/3 | 3/3 | 3/3 | 3/3 | 2/3 |
| \( 10^{0.68} \) | 0/3 | 1/3 | 1/3 | 2/3 | 1/3 | 2/3 |
Table 4: LoD Confirmation Study Results
| Strain | Enzyme | Confirmed LoD (ID50/mL) | | |
| --- | --- | --- | --- | --- |
| | | pdmH1_IVD | pdmH1_v4 ZEN | pdmH1_v4 BHQ |
| A/Rhode Island/06/2024 | SuperScript III | \( 4.1 \times 10^{1.08} \)\( (10^{1.69}) \) (19/20) | \( 4.1 \times 10^{1.08} \)\( (10^{1.69}) \) (19/20) | \( 4.1 \times 10^{1.08} \)\( (10^{1.69}) \) (19/20) |
| | Quanta qScript | \( 1.23 \times 10^{2.08} \)\( (10^{2.17}) \) (20/20) | \( 4.1 \times 10^{1.08} \)\( (10^{1.69}) \) (20/20) | \( 1.23 \times 10^{2.08} \)\( (10^{2.17}) \) (20/20) |
| A/Illinois/20/2018 | SuperScript III | \( 4.1 \times 10^{1.02} \)\( (10^{1.63}) \) (20/20) | \( 1.37 \times 10^{1.02} \)\( (10^{1.16}) \) (19/20) | \( 1.37 \times 10^{1.02} \)\( (10^{1.16}) \) (19/20) |
| | Quanta qScript | \( 4.1 \times 10^{1.02} \)\( (10^{1.63}) \) (20/20) | \( 4.1 \times 10^{1.02} \)\( (10^{1.63}) \) (19/20) | \( 4.1 \times 10^{1.02} \)\( (10^{1.63}) \) (19/20) |
The confirmed LoD of the modified pdmH1 (pdmH1 v4) assay for both the ZEN and BHQ quenchers was found to be at or lower than the pdmH1 IVD assay.
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## 2. Inclusivity
The inclusivity of the modified pdmH1 (pdmH1_v4) primers and probes was evaluated by testing viruses representing temporal, geographic, and genetic diversity within the subtype. Samples were prepared at low and high titer dilutions and tested in triplicate. The modified primers and probes were reactive with all pdmH1 strains tested. The inclusivity results are presented in Table 5 below.
Table 5: Inclusivity of the Modified Influenza A(pdmH1) Primers and Probes
| Virus | Concentration (Log ID50/mL) | Enzyme | pdmH1_v4 (ZEN) | pdmH1_v4 (BHQ) |
| --- | --- | --- | --- | --- |
| A/Brisbane/02/2018 | \( 10^{3.9} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.9} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Hawaii/17/2018 | \( 10^{3.5} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.5} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Michigan/45/2015 | \( 10^{3.3} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.3} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Connecticut/01/2021 | \( 10^{3.5} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.5} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Victoria/4897/2022 | \( 10^{3.32} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.32} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Wisconsin/67/2022 | \( 10^{3.67} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.67} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Utah/45/2025 | \( 10^{3.43} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.43} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Michigan/95/2024 | \( 10^{3.37} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{2.37} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/California/40/2025 | \( 10^{2.45} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| | \( 10^{1.45} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
| A/Guam/5964/2025 | \( 10^{2.66} \) | SuperScript III | 3/3 | 3/3 |
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| | | Quanta qScript | 3/3 | 3/3 |
| --- | --- | --- | --- | --- |
| | \( 10^{1.66} \) | SuperScript III | 3/3 | 3/3 |
| | | Quanta qScript | 3/3 | 3/3 |
### 3. Exclusivity
The exclusivity of the modified H1N1pmd09 primers and probes was evaluated using 25 influenza viruses of different subtypes and lineages. Samples were prepared at high titer dilutions and tested in triplicate. Only one enzyme (Invitrogen Superscript III Platinum enzyme) was the only enzyme tested given the expected negative results. Of the 25 tested strains, 24 strains were not reactive with the updated primers and probes. Cross-reactivity was observed with H1v/1A.3.3.3 strain A/Ohio/09/2015, however this cross-reactivity was previously documented with the IVD primer and probe set. The exclusivity results are presented in Table 6 below.
Table 6: Exclusivity Results for the Modified Influenza A(pdmH1) Primers and Probes
| Subtype/Clade | Virus Designation | ID50/mL | pdmH1_v4 (ZEN) | pdmH1_v 4 (BHQ) |
| --- | --- | --- | --- | --- |
| H1v/1A.1.1 | A/Ohio/24/2017 | 6.3 | 0/3 | 0/3 |
| H1v/1A.2 | A/Texas/14/2008 | 8.3 | 0/3 | 0/3 |
| H1v/1A.3.3.3 | A/Wisconsin/03/2021 | 6.07 | 0/3 | 0/3 |
| H1v/1A.3.3.3 | A/Ohio/09/2015 | 7.7 | 3/3 | 3/3 |
| H1v/1B.2.1 | A/Ohio/35/2017 | 6.9 | 0/3 | 0/3 |
| H1v/1B.2 | A/Brisbane/59/2007 | 9.2 | 0/3 | 0/3 |
| H3v/2010.1 | A/Ohio/13/2017 | 6.6 | 0/3 | 0/3 |
| H3v/2010.1 | A/Ohio/28/2016 | 10.2 | 0/3 | 0/3 |
| H3v/1990.4 | A/Michigan/84/2016 | 8.5 | 0/3 | 0/3 |
| H3v/1990.4 | A/Indiana/ 10/2011 | 10.2 | 0/3 | 0/3 |
| H3v/1990.1 | A/Hawaii/28/2020 | 8.2 | 0/3 | 0/3 |
| H3N2 | A/Darwin/09/2021 | 8.2 | 0/3 | 0/3 |
| H3N2 | A/Cambodia/e0826360/2020 | 8.2 | 0/3 | 0/3 |
| H3N2 | A/Hong Kong/2671/2019 | 8.5 | 0/3 | 0/3 |
| H3N2 | A/Hong Kong/4801/2014 | 8.94 | 0/3 | 0/3 |
| H5N1 | A/Texas/37/2024 | 9.25 | 0/3 | 0/3 |
| H5N1 | A/American Wigeon/South Carolina/22-000345-001/2021 | 10.2 | 0/3 | 0/3 |
| H5N8 | A/GYRFALCON/WASHINGTON/41088-6/2014 PR8-IDCDC-RG43A | 8.9 | 0/3 | 0/3 |
| H7N9 | A/TAIWAN/1/2017 | 5.54 | 0/3 | 0/3 |
| H9N2 | A/BANGLADESH/0994/2011 | 10.5 | 0/3 | 0/3 |
| H3N8 | A/canine/Florida/43/2004 | 8.1 | 0/3 | 0/3 |
| H3N8 | A/equine/Ohio/01/2003 | 8.4 | 0/3 | 0/3 |
| InfB/Yamagata | B/Phuket/3073/2013 | 9.9 | 0/3 | 0/3 |
| InfB/Victoria | B/Sichuan-Jingyang/12048/2019 | 7.2 | 0/3 | 0/3 |
| InfC | C/Minnesota/01/2016 | NAa | 0/3 | 0/3 |
\( ^{a} \) Not Available
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#### 4. Cross-Reactivity
Cross-reactivity of the influenza A H1N1pdm09 primers and probes was evaluated to verify the modification does not impact the specificity of the assay design. The pdmH1 v4 assay was tested with 42 strains of non-influenza human respiratory viruses, bacteria, and yeast commonly found in human respiratory samples. Each microorganism was tested in the absence of target virus and tested in triplicate at high concentrations ( \( 10^{5} \) or \( 10^{6} \) \( ID_{50}/ml \) or equivalent) using one enzyme (Invitrogen Superscript III Platinum enzyme). No cross-reactivity was observed for any strains tested. Results from the cross-reactivity study are presented in Table 7 below.
Table 7: Results for the Modified Influenza A(pdmH1) Primers and Probes
| Virus | Strain | \( TCID_{50}/ml \) | Nucleic Acid Conc. | pdmH1_v4 (ZEN) | pdmH1_v4 (BHQ) |
| --- | --- | --- | --- | --- | --- |
| Influenza C | C/Minnesota/1/2016 | \( NA^a \) | \( NA^a \) | 0/3 | 0/3 |
| Influenza C | C/Minnesota/4/2015 | \( NA^a \) | \( NA^a \) | 0/3 | 0/3 |
| Influenza C | C/Minnesota/29/2015 | \( NA^a \) | \( NA^a \) | 0/3 | 0/3 |
| MERS-CoV | NA | \( NA^a \) | \( 5.3 \times 10^5 \) copies/μL | 0/3 | 0/3 |
| Human Coronavirus | OC43 | \( 8.9 \times 10^6 \) | \( NA^a \) | 0/3 | 0/3 |
| SARS-CoV-2 | NA | \( NA^1 \) | \( NA^a \) | 0/3 | 0/3 |
| Human Coronavirus | 229E | \( 2.8 \times 10^6 \) | \( NA^a \) | 0/3 | 0/3 |
| Human Coronavirus | NL63 | \( 1.6 \times 10^4 \) | \( NA^a \) | 0/3 | 0/3 |
| Human Coronavirus | HKU1 | \( NA^a \) | \( 5.5 \times 10^5 \) copies/μL | 0/3 | 0/3 |
| Enterovirus | Echo 6 | \( 10^{6.9} \) | \( NA^a \) | 0/3 | 0/3 |
| Human Adenovirus, type 1 | Ad.71 | \( 10^{9.2} \) | \( NA^a \) | 0/3 | 0/3 |
| Human Adenovirus, type 7a | S-1058 | \( 10^{7.1} \) | \( NA^a \) | 0/3 | 0/3 |
| Human Rhinovirus A | 1A | \( 10^{5.8} \) | \( NA^a \) | 0/3 | 0/3 |
| Human Parainfluenza 1 virus | | \( NA^a \) | \( 3.0 ng/μL \) | 0/3 | 0/3 |
| Human Parainfluenza 2 virus | Greer | \( 10^{3.1} \) | \( NA^a \) | 0/3 | 0/3 |
| Human Parainfluenza 3 virus | C-243 | \( 10^{7.9} \) | \( NA^a \) | 0/3 | 0/3 |
| Respiratory Syncytial virus | CH93-18b | \( 10^{6.8} \) | \( NA^a \) | 0/3 | 0/3 |
| Herpes Simplex Virus | KOS | \( 5 \times 10^{7.75} \) | \( NA^a \) | 0/3 | 0/3 |
| Varicella-zoster Virus | AV92-3:H | \( 5 \times 10^{3.75} \) | \( NA^a \) | 0/3 | 0/3 |
| Epstein Barr Virus | B95-8 | \( NA^1 \) | \( 1.7 ng/μL \) | 0/3 | 0/3 |
| Measles Virus | Edmonston | \( 5 \times 10^{4.5} \) | \( NA^a \) | 0/3 | 0/3 |
| Mumps Virus | Enders | \( 5 \times 10^{6.5} \) | \( NA^a \) | 0/3 | 0/3 |
| Cytomegalovirus | AD-169 | \( 5 \times 10^{6.25} \) | \( NA^a \) | 0/3 | 0/3 |
| Bacteria/Yeast | Strain | CFU/mL | Nucleic Acid Conc. | pdmH1_v4 (ZEN) | pdmH1_v4 (BHQ) |
| Bordetella pertussis | Tohama I | \( 10^{10} \) | \( NA^a \) | 0/3 | 0/3 |
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| Candida albicans | 3147 | \( 10^{8.49} \) | NAa | 0/3 | 0/3 |
| --- | --- | --- | --- | --- | --- |
| Chlamydia pneumoniae | CM-1 | 40 IFU/mL | NAa | 0/3 | 0/3 |
| Corynebacterium diphtheriae | NCTC 13129 | NAa | 57.4 ng/uL | 0/3 | 0/3 |
| Escherichia coli | K12 | \( 10^{9.6} \) | NAa | 0/3 | 0/3 |
| Streptococcus pyogenes | MGAS 8232 | NAa | 41 ug/mL | 0/3 | 0/3 |
| Haemophilus influenzae | M15709 | \( 10^{6.4} \) | NAa | 0/3 | 0/3 |
| Lactobacillus plantarum | NA | \( 10^{8.8} \) | NAa | 0/3 | 0/3 |
| Legionella pneumophila | Philadelphia-1 | \( 10^{8.41} \) | NAa | 0/3 | 0/3 |
| Moraxella catarrhalis | M15757 | \( 10^{9.5} \) | NAa | 0/3 | 0/3 |
| Mycobacterium tuberculosis | H37Ra | 100 | NAa | 0/3 | 0/3 |
| Mycoplasma pneumoniae | PS 1428 | \( 10^9 \) | NAa | 0/3 | 0/3 |
| Neisseria elongata | NA | 100 | NAa | 0/3 | 0/3 |
| Neisseria meningitidis | M2578 | \( 10^{7.9} \) | NAa | 0/3 | 0/3 |
| Pseudomonas aeruginosa | NA | \( 10^{10.5} \) | NAa | 0/3 | 0/3 |
| Staphylococcus aureus | NA | \( 10^{10.7} \) | NAa | 0/3 | 0/3 |
| Staphylococcus epidermidis | NA | \( 10^{10.5} \) | NAa | 0/3 | 0/3 |
| Streptococcus pneumoniae | \( 249-06^b \) | \( 10^{6.6} \) | NAa | 0/3 | 0/3 |
| Streptococcus salivarius | DSM 13084 | NAa | 109 ng/uL | 0/3 | 0/3 |
\( ^{a} \) Not Available
\( ^{b} \) Blood from Thailand
### 5. Clinical Testing
#### Retrospective Study
The clinical performance of the pdmH1_v4 assay was evaluated using residual human upper respiratory specimens (nasopharyngeal swabs (NPS), throat swabs (TS), and nasal swabs (ANS)) in Viral Transport Media (VTM) collected during previous influenza seasons in the United States that were previously sequenced through the Influenza Division surveillance program. The modified assay was tested against a set of positive and negative specimen panels. Due to the potential decrease in sensitivity for strains containing the mutation with the cleared pdmH1_IVD primers and probe, Next Generation Sequencing (NGS) was used to confirm the identity of positive and negative specimens.
The positive specimen panel consisted of 61 influenza A(H1)pdm09 specimens, 58 confirmed by NGS to contain the current mutations and 3 confirmed not to contain the mutations. The negative specimen panel consisted of 60 specimens from symptomatic patients known to be positive for influenza H3N2. RNA was extracted using the Qiagen EZ1 instrument, and testing was conducted using both the pdmH1_IVD and pdmH1_v4 assays
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with both Invitrogen SuperScript III Platinum and Quanta BioSciences qScript enzymes on the ABI 7500 Fast Dx instrument. Performance was evaluated by calculating positive percent agreement (PPA) and negative percent agreement (NPA) for both assay versions and can be found in Table 8 and Table 9. Both PPA and NPA were found to perform better or equal to the FDA-cleared assay.
Table 8: Modified pdmH1 Primers and Probe Retrospective Clinical Evaluation- Positive Agreement
| Primer/Probe Set | Invitrogen Superscript III | | Quanta qScript | |
| --- | --- | --- | --- | --- |
| | # of Positives^{a} | % Positive Agreement (95% CI) | # of Positives^{a} | % Positive Agreement (95% CI) |
| pdmH1_v4 (ZEN) | 61/61 | 100% (94.1%-100%) | 61/61 | 100% (94.1%-100%) |
| pdmH1_v4 (BHQ) | 61/61 | 100% (94.1%-100%) | 61/61 | 100% (94.1%-100%) |
| pdmH1_IVD | 60/61 | 98.4% (91.3%-99.7%) | 60/61 | 98.4% (91.3%-99.7%) |
$^{a}$ Proportion of positive specimens correctly identified versus the comparator (NGS)
Table 9: Modified pdmH1 Primers and Probe Retrospective Clinical Evaluation – Negative Agreement
| Primer/Probe Set | Invitrogen Superscript III | | Quanta qScript | |
| --- | --- | --- | --- | --- |
| | # of Negatives^{a} | % Negative Agreement (95% CI) | # of Negatives^{a} | % Negative Agreement (95% CI) |
| pdmH1_v4 (ZEN) | 60/60 | 100% (94.0%-100%) | 60/60 | 100% (94.0%-100%) |
| pdmH1_v4 (BHQ) | 60/60 | 100% (94.0%-100%) | 60/60 | 100% (94.0%-100%) |
| pdmH1_IVD | 60/60 | 100% (94.0%-100%) | 60/60 | 100% (94.0%-100%) |
$^{a}$ Proportion of positive specimens correctly identified versus the comparator (NGS)
### D Acceptance Criteria
Analytical and clinical data demonstrate that the performance of the device to detect influenza A H1N1 pdm09 viruses is accomplished with high positive and negative percent agreement (100%) in a manner substantially equivalent to the predicate. The changes rise no new issues of safety and effectiveness and the indications for use remain the same.
### E Summary of Results
| Device Modification | Identified Risk | Hazardous Situation | Consequence | Risk Control Measure | Risk Acceptability Criteria | Verification Method | Summary Conclusion |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Influenza A pdmH1 oligonucleotide reagents are updated to | Modified oligonucleotides may demonstrate variable | Some influenza pdmH1 strains may not be detected in | Humans infected with influenza A pdmH1 strains may not be | Characterization of the performance of the modified | Updated assay will detect circulating influenza A pdmH1 strains | Analytical and clinical performance testing using established | Results demonstrated that the modified device detects |
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| ensure reactivity of assays with current circulating influenza A(pdmH1) strains. | reactivity among different influenza A pdmH1 strains | human specimens. | identified in a timely manner. Reduced capability in influenza surveillance. | device with representative influenza A pdmH1 strains. | at equal or improved levels of sensitivity and specificity compared to the originally cleared device. | methods consistent with the methods used to establish performance with the originally cleared device. | influenza A pdmH1 strains at equal or improved levels of reactivity to the original cleared device. Risk is mitigated to an acceptable level. |
| --- | --- | --- | --- | --- | --- | --- | --- |
| CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit package labeling and package inserts. | Differences exist between the package labeling of the currently cleared device and kits of the updated CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit. | Short term risk of confusing components of the currently cleared CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit. | End user confusing components from different versions could impact ability to accurately detect influenza A viruses. | A product update communication will be distributed instructing end users to transition to the updated kit. Currently distributed kits will expire, and older inventory will no longer be available to the end user. | CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit package labeling and package insert will provide part numbers of new components. | Appropriate package labeling and package insert instructions will be verified against product components by the end user upon receipt per CLIA requirements. | Risk of commingling and/or confusing components of currently cleared CDC Human Influenza Real-Time RT-PCR Diagnostic Panel, Influenza A Subtyping Kit is mitigated to an acceptable level. |
| CDC Human Influenza Real-Time RT-PCR Diagnostic Panel IFUs to reflect the pause in distribution of the Influenza B Lineage Genotyping kit | Distribution of the Influenza B Lineage Genotyping test is being stopped since the Influenza B Yamagata strain has not been detected since 2020. Updated test algorithm is different from the currently cleared IFU. | There is a low possibility that the B Yamagata strain could reemerge and not be detected by state public health laboratories using the diagnostic | Identification of an emerged Influenza B Yamagata strain would be missed through testing with the RT-PCR panel. | NGS surveillance at CDC is constantly monitoring circulating influenza strains and would identify a reemergence of B Yamagata or another variant(s) that might emerge. As the Influenza B Lineage Genotyping kit is remaining on the cleared diagnostic panel the kit can be brought back to production | Impact to patient care in the event of reemergence is negligible. Acceptable monitoring of strains for variants means low risk of missing reemergence of B Yamagata. | Genotyping of Influenza B does not impact patient treatment as it is the same regardless of strain. Therefore, patient care is not impacted as the AB Typing kit will still be used to diagnose influenza. Risk to patient care is low. NGS Influenza surveillance activities that look for variants will remain in place to | Risk is at an acceptable level. |
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| | | | | quickly if needed. | | monitor for the reemergence of the Yamagata strain. Risk to missing reemergence is negligible. | |
| --- | --- | --- | --- | --- | --- | --- | --- |
### VIII Proposed Labeling:
The labeling supports the finding of substantial equivalence for this device.
### IX Review Summary:
This 510(k) submission contains information/data on modifications made to the submitter's own CLASS II device requiring 510(k). The following items are present and acceptable.
1. The name and 510(k) number of the SUBMITTER'S previously cleared device.
2. Submitter's statement that the INDICATIONS FOR USE/INTENDED USE of the modified device as described in its labeling HAS NOT CHANGED along with the proposed labeling which includes instructions for use, package labeling, and, if available, advertisements or promotional materials (labeling changes are permitted as long as they do not affect the intended use).
3. A description of the device MODIFICATION(S), including clearly labeled diagrams, engineering drawings, photographs, user's and/or service manuals in sufficient detail to demonstrate that the FUNDAMENTAL SCIENTIFIC TECHNOLOGY of the modified device has not changed. This change was for updates to the influenza A H1N1 pdm09 virus primer and probe sequences that address evolutionary changes in the current circulating influenza strains.
4. Comparison Information (i.e., similarities and differences) to the submitter's legally marketed predicate device including, labeling, intended use, and physical characteristics.
5. A Design Control Activities Summary which includes:
a) Identification of Risk Analysis method(s) used to assess the impact of the modification on the device and its components, and the results of the analysis.
b) Based on the Risk Analysis, an identification of the verification and/or validation activities required, including methods or tests used and acceptance criteria to be applied.
The labeling for this modified subject device has been reviewed to verify that the indication/intended use for the device is unaffected by the modification. In addition, the submitter's description of the particular modification(s) and the comparative information between the modified and unmodified devices demonstrate that the fundamental scientific technology has not changed. The submitter has provided the design control information as
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specified in The New 510(k) Paradigm and on this basis, I recommend the device be determined substantially equivalent to the previously cleared (or their preamendment) device.
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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 ? 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 as a Medical Device, 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 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.