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The Influenza A/B Typing 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 qualitative detection of influenza virus type A or B 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 epidemiological 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.

CDC Human Influenza Real-Time RT-PCR Diagnostic Panel: Influenza A Subtyping Kit (VER 4)

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 epidemiological 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.

CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza B Lineage Genotyping Kit (VER 1.1 and 2)

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.

CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza A/H5 Subtyping Kit (VER 4)

The Influenza A/H5 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 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.

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, avian influenza A(H5) 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.

The provided document, K243274: CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel, is an FDA 510(k) clearance letter. This document primarily describes the device, its intended use, and confirms its substantial equivalence to a previously cleared predicate device (K243931). Critically, it states that no analytical or clinical testing was performed for this specific modification, as the submission was to add a Predetermined Change Control Plan (PCCP).

Therefore, the document does not contain the detailed study results, acceptance criteria, sample sizes, ground truth establishment, or expert involvement for the original validation of the device's performance. It explicitly states that "The performance characteristics of the CDC Flu rRT-PCR Dx Panel... were previously established and remain the same as the predicate device (K243931)."

As such, I cannot provide the specific information requested in the prompt based on the provided text alone. The prompt asks for details of "the device" meeting acceptance criteria, and this document pertains to a modification that did not involve re-evaluating performance.

However, I can interpret what would typically be sought for such an analysis in the context of an in vitro diagnostic (IVD) PCR panel like the one described. I will outline what the acceptance criteria and the study that proves the device meets them would likely entail for an IVD, but with the explicit understanding that the provided document does not contain these details.

Based on the provided document, the device's performance characteristics were "previously established" for the predicate device (K243931) and are simply carried over here as "remaining the same." The current submission (K243274) is for adding a Predetermined Change Control Plan (PCCP) and states that "No analytical testing was performed for this modification" and "No clinical testing was performed for this modification."

Therefore, the detailed information regarding acceptance criteria, reported performance, sample sizes, expert involvement, and ground truth establishment for the original validation of this device is NOT present in the provided text. The tables and descriptions below represent what would typically be expected for an FDA cleared RT-PCR diagnostic panel, assuming the original studies were conducted to industry standards, but are not extracted directly from the given document.

Acceptance Criteria and Device Performance (Hypothetical for an RT-PCR IVD)

For a real-time RT-PCR diagnostic panel like the CDC Human Influenza Virus Panel, acceptance criteria and performance would typically focus on analytical sensitivity (Limit of Detection - LoD), analytical specificity (cross-reactivity, inclusivity), and clinical performance (sensitivity, specificity).

1. Table of Acceptance Criteria and Reported Device Performance (Hypothetical)

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CDC Human Influenza Real-Time RT-PCR Diagnostic Panel: Influenza A/B Typing Kit (VER 2)

The Influenza A/B Typing Kit contains reagents and controls of the CDC Human Influenza Virus 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 evidemiological information:

· For qualitative detection of influenza virus type A or B viral RNA in upper respiratory tract clinical specimens (including nasopharyngeal swabs [NPS], 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 epidemiological information for surveillance of circulating influenza viruses.

CDC Human Influenza Real-Time RT-PCR Diagnostic Panel: Influenza A Subtyping Kit (VER 4)

The Influenza A Subtyping Kit contains reagents and controls of the CDC Human Influenza Virus 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 [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 epidemiological information for surveillance of circulating influenza viruses.

CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza B Lineage Genotyping Kit (VER 1.1 and 2)

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 realtime 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 [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.

CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza A/H5 Subtyping Kit (VER 4)

The Influenza A/H5 Subtyping Kit contains reagents and controls of the CDC Human Influenza Virus 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.

The CDC Human Influenza Real-Time RT-PCR Diagnostic Panel consists of four real-time RT-PCR (rRT-PCR) assays used on IVD-labeled real-time PCR instruments that has been FDA-cleared for use with this device. The panel is configured in four separate kits: Influenza A/B Typing kit, Influenza A/H5 Subtyping kit, and Influenza B Genotyping kit. 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 of influenza virus RNA in respiratory and conjunctival specimens from patients presenting with influenza-like illness (IL). Oligonucleotide primers and probes for detection of influenza A, influenza B, and 2009 influenza A (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, genetic lineages of influenza A(H5) viruses were selected from highly conserved regions of their HA genes. Oligonucleotide primers and probes to detect the human RNase P gene (RP) in control samples and clinical specimens are also included in the panel.

The provided text describes the acceptance criteria and study proving the device meets those criteria for the CDC Human Influenza Virus Real-Time RT-PCR Diagnostic Panel: Influenza A/H5 Subtyping Kit (VER 4), specifically concerning the addition of conjunctival swabs as a specimen type.

Here’s a breakdown of the requested information based on the provided text:

1. Table of acceptance criteria and the reported device performance:

The document does not explicitly present a table of acceptance criteria in terms of specific quantitative thresholds (e.g., minimum sensitivity/specificity percentages) for clinical performance. Instead, it describes an evaluation based on demonstrating successful detection capabilities and similarity to a predicate device. The performance is reported descriptively based on the clinical study results.

Reported Device Performance (for Influenza A/H5 Subtyping Kit (VER 4) on conjunctival swabs):

2. Sample size used for the test set and the data provenance:

• Clinical Test Set Sample Size:
  • 46 total cases (44 confirmed, 2 probable) initially considered.
  • 35 confirmed cases were assessed for performance due to exclusion of 9 cases where not all necessary assay reagents were used.
  • 2 probable cases were assessed.
  • The document also specifies the number of clinical specimens available for testing: e.g., 32 confirmed cases had subject-matched paired URT and CS specimens, 3 confirmed cases had only CS specimens, 1 probable case had subject-matched paired URT and CS specimens, and 1 probable case had only a CS specimen.
• Data Provenance:
  • Country of Origin: US (from public health investigations in the US).
  • Retrospective or Prospective: The data was collected from specimens from March to November 2024 as part of public health investigations into outbreaks. This indicates a retrospective collection of existing specimens from human cases.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

• The ground truth for confirmed/probable cases of A/H5N1 was established based on "the criteria described in the current Council of State and Territory Epidemiologists (CSTE) document 24-ID-09." The document does not specify the number of individual experts or their qualifications directly. This refers to established public health guidelines rather than individual expert consensus.

4. Adjudication method (e.g. 2+1, 3+1, none) for the test set:

• The ground truth was established by adherence to existing CSTE criteria, not through a human reader adjudication process of the device's output. The device results were compared against these established "confirmed or probable case status."

5. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance:

• No, an MRMC comparative effectiveness study was not done. This document describes the validation of a laboratory diagnostic kit (RT-PCR) with specific specimen types and does not involve human readers interpreting images or AI assistance.

6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

• Yes, this is effectively a standalone performance study. The device itself is an RT-PCR diagnostic panel. The "performance" described is that of the kit (reagents and controls run on a PCR instrument) in detecting viral RNA, without human interpretation of raw data beyond reading the instrument's output based on established cut-offs (e.g., Ct values). It's an "algorithm only" in the sense that the test results in a definitive positive, negative, or inconclusive outcome based on chemical reactions and signal detection.

7. The type of ground truth used:

• The ground truth for the clinical performance evaluation was based on "confirmed or probable case status for each case on the criteria described in the current Council of State and Territory Epidemiologists (CSTE) document 24-ID-09." This can be categorized as outcomes data/epidemiological criteria as determined by public health authorities.

8. The sample size for the training set:

• The document describes the validation of a diagnostic panel (PCR-based), not an AI algorithm. Therefore, there is no specific "training set" in the machine learning sense. The device's components (primers, probes) and their performance characteristics are established through analytical studies (e.g., LoD, interfering substances) and clinical validation with patient samples. The development of such a kit is based on extensive prior knowledge of influenza virus genetics and PCR technology, but not a "training set" in the context of supervised learning for AI.

9. How the ground truth for the training set was established:

• As there is no "training set" in the AI sense, this question is not applicable to the device described. The "ground truth" for the analytical development of the RT-PCR panel would be based on well-characterized viral samples (e.g., BPL inactivated virus with known concentrations) and established laboratory techniques for nucleic acid detection.

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