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510(k) Data Aggregation

    K Number
    K230451
    Manufacturer
    Date Cleared
    2023-11-16

    (268 days)

    Product Code
    Regulation Number
    866.3120
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K063451

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Aptima Chlamydia trachomatis (CT) assay is an in vitro qualitative nucleic acid amplification test (NAAT) for the detection of ribosomal RNA (rRNA) from Chlamydia trachomatis to aid in the diagnosis of chlamydia urogenital disease using the Panther System.

    The assay may be used to test the following specimens from symptomatic individuals: patient-collected vaginal swab specimens1 (in a clinical setting); and female and male urine specimens.

    1 Patient-collected vaginal swab specimens are an option for screening women when a pelvic exam is not otherwise indicated. The Aptima Multitest Swab Specimen Collection Kit has not been evaluated for home use.

    Device Description

    The Aptima Chlamydia trachomatis assay (Aptima CT assay) is a target amplification nucleic acid probe test for in vitro qualitative detection of ribosomal RNA (rRNA) from Chlamydia trachomatis (CT). The Aptima CT assay combines the technologies of target capture, transcription-mediated amplification (TMA), and hybridization protection assay (HPA).

    Specimens are collected and transferred into their respective specimen transport tubes. The transport solution in these tubes releases the rRNA target and protects it from degradation during storage. When the Aptima CT assay is performed in the laboratory, the target rRNA molecule is isolated from the specimens by use of a capture oligomer via target capture that utilizes magnetic microparticles. The capture oligomer contains a sequence complementary to a specific region of the target molecule as well as a string of deoxyadenosine residues. During the hybridization step, the sequence specific region of the capture oligomer binds to a specific region of the target molecule. The capture oligomer:target complex is then captured out of solution by decreasing the temperature of the reaction to room temperature reduction allows hybridization to occur between the deoxyadenosine region on the capture oligomer and the polydeoxythymidine molecules that are covalently attached to the magnetic particles. The micro particles, including the captured target molecule bound to them, are pulled to the side of the reaction vessel using magnets and the supernatant is aspirated. The particles are washed to remove residual specimen matrix that may contain amplification reaction inhibitors. After the target capture steps are completed, the specimens are ready for amplification.

    Target amplification assays are based on the ability of complementary oligonucleotide primers to specifically anneal and allow enzymatic amplification of the target nucleic acid strands. The Hologic TMA reaction replicates a specific region of the 16S rRNA from CT via DNA intermediates. A unique set of primers is used for the target molecule. Detection of the rRNA amplification product sequences (amplicon) is achieved using nucleic acid hybridization. A single-stranded chemiluminescent DNA probe, which is complementary to a region of the target amplicon, is labeled with an acridinium ester molecule. The labeled DNA probe combines with amplicon to form stable RNA:DNA hybrids. The Selection Reagent differentiates hybridized from unhybridized probe, eliminating the generation of signal from unhybridized probe. During the detection step, light emitted from the labeled RNA:DNA hybrids is measured as photon signals in a luminometer and are reported as Relative Light Units (RLU).

    The device reagents are identical to the Aptima CT assay reagents for use on the Tigris DTS® system but are intended for use on the Panther system with different specimen type indications. The Panther and Tigris DTS systems use the same principles of operation.

    AI/ML Overview

    The provided document is a 510(k) summary for the Aptima Chlamydia trachomatis Assay, which focuses on demonstrating substantial equivalence to a predicate device. It details various analytical and clinical studies conducted to support the performance of the assay on the Panther system.

    Here's an analysis of the acceptance criteria and the study that proves the device meets them, based on the provided text:

    1. A table of acceptance criteria and the reported device performance

    The document does not present a single, comprehensive table outlining pre-defined acceptance criteria for each study and then directly reporting the device's performance against those criteria in a tabular format. Instead, acceptance criteria are generally described within the text of each study and the conclusion states whether those criteria were met.

    However, based on the descriptions, we can infer some acceptance criteria and the reported performance.

    Study TypeAcceptance Criteria (Inferred/Stated)Reported Device Performance
    Analytical Studies
    Within-lab Precision StudyPercent agreement to expected results for all panels to be high (e.g., typically >95-100%)100% agreement to expected results for all panels.
    Limit of Detection (LoD) StudyLoD to be defined as the target concentration detectable in 95% of replicates. Specific LoD values for CT serovars must be demonstrated.LoD for serovar E is 0.00267 IFU/mL; for serovar G is 0.00441 IFU/mL (detected in 95% of replicates).
    Analytical Sensitivity and Specificity StudyOverall acceptance criteria for the study must be met. Samples tested with CT RNA at specified concentrations must yield positive results. Lower bound of 95% score confidence interval for percent agreement >= 95%.All acceptance criteria were met. 100% agreement to expected results for all panels. Lower bound of the one-sided 95% score confidence interval for percent agreement for each panel were greater than or equal to 95%. Positive results when CT RNA was present at concentrations equivalent to 2.5 IFU/mL (1 IFU/assay; 5 fg of CT rRNA/assay).
    Carryover StudyLow carryover rate (e.g., typically
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    K Number
    K162673
    Manufacturer
    Date Cleared
    2017-06-15

    (262 days)

    Product Code
    Regulation Number
    866.3305
    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Aptima Herpes Simplex Viruses 1 & 2 assay (Aptima HSV 1 & 2 assay) is an in vitro diagnostic nucleic acid amplification test (NAAT), using real time transcription-mediated amplification (TMA), for the qualitative detection and differentiation of herpes simplex virus type 1 (HSV-1) and type 2 (HSV-2) messenger RNA (mRNA) in clinician-collected swab specimens from anogenital skin lesions. The assay is intended for use with swab specimens placed in Aptima specimen transport medium (STM) or in viral transport media (VTM) that is immediately diluted into STM.

    The Aptima HSV 1 & 2 assay is intended for use as an aid in the diagnosis of HSV-1 and/or HSV-2 infections in symptomatic male and female patients. The Aptima HSV 1 & 2 assay is indicated for use on the Panther® system.

    Device Description

    The Aptima Herpes Simplex Virus 1 & 2 assay (Aptima HSV assay) is a nucleic acid amplification test (NAAT) developed for use on the fully automated Panther system that utilizes target capture, transcription mediated amplification (TMA), and real-time detection of HSV-1, HSV-2, and an internal control (IC). The Aptima HSV assay amplifies and detects mRNAs for HSV-1 and HSV-2. These RNAs are expressed from the viral genome during the infection cycle, and are packaged inside HSV-1 and HSV-2 viral particles prior to virus release from infected cells. The Aptima HSV assay therefore detects virus-infected cells and the mature virus particles themselves.

    The Aptima HSV assay involves three main steps, which all take place in a single tube on the Panther® system: target capture, target amplification by TMA, and detection of the amplification products (amplicon) by the fluorescent labeled probes (torches). The assay incorporates an IC in every test to monitor targeted nucleic acid capture, amplification and detection.

    When the Aptima HSV assay is performed, the targeted viral mRNA and IC are isolated using magnetic microparticles and target-specific capture oligomers, in a process called target capture. The capture oligomers contain sequences complementary to specific regions of the targeted RNA (HSV mRNA or IC) as well as a string of deoxyadenosine residues. During the hybridization step, the sequence-specific regions of the capture oligomers bind to specific regions of the RNA target molecules. The microparticles, including the captured RNA target molecules bound to them, are pulled to the side of the reaction tube using magnets and the supernatant is aspirated. The particles are washed to remove residual specimen matrix that may contain amplification inhibitors. After target capture steps are completed, the specimens are ready for amplification.

    Target amplification occurs via TMA, which is a transcription-based nucleic acid amplification method that utilizes two enzymes, MMLV (Moloney murine leukemia virus) reverse transcriptase and T7 RNA polymerase. The reverse transcriptase is used to generate a DNA copy (containing a promoter sequence for T7 RNA polymerase) of the target sequence. T7 RNA polymerase produces multiple copies of RNA amplicon from the DNA copy template. Detection is achieved using single-stranded nucleic acid torches that are present during the amplification of the target and hybridize specifically to the amplicon in real time. Each torch has a fluorophore and a quencher. The quencher suppresses the fluorescence of the fluorophore as it is designed to be in close proximity when not hybridized to the amplicon. When the torch binds to the amplicon, the quencher is moved farther away from the fluorophore and it will emit a signal at a specific wavelength when excited by a light source. More torch hybridizes when more amplicon is present. The increase in fluorescent signal from progressive amplification is detected by fluorometers within the Panther system. The Panther system can detect and discriminate between the three fluorescent signals corresponding to HSV-1, HSV-2 and IC amplification products. The fluorescence (measured in relative fluorescence units [RFU]) is monitored over time to produce a real-time fluorescence emergence curve for each reporter dye. The Panther system software compares the fluorescence emergence curves to fixed cut off times to report results (TTime) for HSV-1, HSV-2 and IC.

    AI/ML Overview

    Here's an analysis of the acceptance criteria and the study proving the device meets them, based on the provided text:

    Acceptance Criteria and Device Performance for Aptima Herpes Simplex Viruses 1 & 2 Assay

    1. Table of Acceptance Criteria and Reported Device Performance

    The acceptance criteria are implied by the clinical performance targets presented in the study. While explicit pre-defined acceptance thresholds (e.g., "Sensitivity must be >90%") are not directly stated as pass/fail criteria, the reported performance metrics demonstrate the device's capability. For this analysis, I will use the clinical performance study results as the reported device performance against generally expected high standards for diagnostic accuracy.

    Note: The document does not explicitly state the pre-defined "acceptance criteria" numerical targets. The reported performance below represents the observed results of the clinical study, which presumably met the internal performance requirements for the manufacturer and FDA review.

    Table 1: Acceptance Criteria (Implied) and Reported Device Performance

    MetricTarget (Implied Acceptance)Reported Device Performance (Combined, VTM)Reported Device Performance (Combined, STM)
    HSV-1 SensitivityHigh sensitivity, typically >90% for diagnostic assays.93.4% (95% CI: 85.5-97.2)94.7% (95% CI: 87.1-97.9)
    HSV-1 SpecificityHigh specificity, typically >95-98% for diagnostic assays.99.8% (95% CI: 98.8 - >99.9)99.6% (95% CI: 98.4-99.9)
    HSV-2 SensitivityHigh sensitivity, typically >90% for diagnostic assays.96.9% (95% CI: 94.0-98.4)98.4% (95% CI: 96.1-99.4)
    HSV-2 SpecificityHigh specificity, typically >95-98% for diagnostic assays.97.5% (95% CI: 94.9-98.8)92.8% (95% CI: 89.1-95.3)
    ReproducibilityConsistent results across sites, operators, and reagent lots, especially at low concentrations.Agreement with expected results generally high, with some variability at concentrations near or below LoD (e.g., 46.3% - 100%).Agreement with expected results generally high, with some variability at concentrations near or below LoD (e.g., 46.3% - 100%).
    Limit of Detection (LoD)Low detection limit to ensure detection of low viral loads.HSV-1: 60.6-186.9 TCID50/mL (depending on strain/media)HSV-2: 18.2-128.8 TCID50/mL (depending on strain/media)
    Interfering SubstancesNo significant impact on assay sensitivity or specificity.No effect observed for tested substances at specified concentrations.No effect observed for tested substances at specified concentrations.
    Cross-ReactivityNo cross-reactivity with non-target microorganisms.No evidence of cross-reactivity or microbial interference (except for Streptococcus pneumoniae at 1x10^6 CFU/mL where cross-reactivity was observed).No evidence of cross-reactivity or microbial interference (except for Streptococcus pneumoniae at 1x10^6 CFU/mL where cross-reactivity was observed).
    Co-Infection DetectionAbility to detect both HSV-1 and HSV-2 when present.100% detection for both HSV-1 and HSV-2 in co-infected panels.100% detection for both HSV-1 and HSV-2 in co-infected panels.

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

    • Clinical Test Set Sample Size:
      • Total Subjects: 544 evaluable subjects (195 males and 349 females).
      • Evaluated for HSV-1: 528 VTM specimens and 531 STM specimens.
      • Evaluated for HSV-2: 533 VTM specimens and 535 STM specimens.
    • Data Provenance:
      • Country of Origin: United States. The study was conducted at 17 US clinical sites.
      • Retrospective or Prospective: Prospective. The study is described as a "prospective, multicenter clinical study."

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

    The document does not specify the number of experts used to establish the ground truth or their specific qualifications (e.g., "radiologist with 10 years of experience").

    However, it describes the methods used for the composite reference method:

    • ELVIS HSV ID and D3 Typing Test system viral culture
    • A validated bidirectional PCR/sequencing procedure
    • A third FDA-cleared assay for HSV-1 and HSV-2 was used for final composite reference interpretation when the initial methods disagreed or when PCR/sequencing detected both types.

    This suggests that the ground truth was established through a combination of highly reliable laboratory tests, implying a rigorous approach to defining true positive/negative cases, rather than relying solely on individual expert interpretation without further clarification.

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

    The document describes an adjudication method for the ground truth:

    • "A third FDA-cleared assay for HSV-1 and HSV-2, was used to determine the final composite reference interpretation when the ELVIS D3 culture and PCR/sequencing results did not agree on the type of HSV detected or when PCR/sequencing detected both HSV-1 and HSV-2."

    This indicates a hierarchical or tie-breaking system rather than a simple 2+1 or 3+1 consensus among human readers. It relies on a "composite reference method" combining results from multiple validated laboratory tests.

    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

    This is a diagnostic assay for detecting viral RNA, not an imaging device that involves human readers interpreting images with or without AI assistance. Therefore, no MRMC comparative effectiveness study involving human readers with AI assistance was performed or reported in this submission. The device (Aptima HSV 1 & 2 Assay) is designed to provide a direct qualitative result (positive/negative for HSV-1 and/or HSV-2) from a processed specimen.

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

    Yes, a standalone performance study was done in the sense that the Aptima HSV 1 & 2 Assay (the "algorithm" in this context) directly processes specimens and generates results without requiring human interpretation for its output. The clinical performance study directly evaluated the accuracy of the assay's results against a composite reference standard. The "human-in-the-loop" would be the clinician collecting the sample and laboratory technicians running the test and reporting the results, but the analytical output itself is determined by the assay system.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    The ground truth used was a composite reference method combining:

    • ELVIS HSV ID and D3 Typing Test system viral culture
    • A validated bidirectional PCR/sequencing procedure
    • A third FDA-cleared assay for HSV-1 and HSV-2 (used for tie-breaking/discrepancy resolution)

    This is a robust form of ground truth based on multiple established laboratory diagnostic methods.

    8. The sample size for the training set

    The document does not report a sample size for a training set. This is expected for a diagnostic assay of this type, as it's not a machine learning or AI algorithm that requires a separate "training set" in the conventional sense. The assay's design and optimization (e.g., probe sequences, amplification conditions) would have been developed iteratively, but a distinct "training set" for performance evaluation is not applicable here. The analytical studies (LoD, cross-reactivity, etc.) and the clinical performance study represent the validation of the finalized assay.

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

    As there is no explicit "training set" in the context of machine learning, this question is not directly applicable. The assay's components and parameters would have been optimized using internal development processes and validated through analytical studies. For these analytical studies (e.g., LoD, cross-reactivity), the "ground truth" (i.e., known-positive or known-negative samples, specific viral strains/concentrations) would have been established through well-characterized laboratory standards, spiked samples, and reference materials.

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