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510(k) Data Aggregation
(449 days)
Amylase2
The Amylase2 assay is used for the quantitation of amylase in human serum, plasma, or urine on the ARCHITECT c System. The Amylase2 assay is to be used primarily as an aid in the diagnosis and treatment of pancreation of the pancreas).
The Amylase2 assay is an automated clinical chemistry assay. The Amylase2 assay is a two-part reaction. Ethylidene-4-NP-G7 (EPS) is hydrolyzed by a-amylase to form 4,6ethylidene-α-(1,4)-D-glucopyranosyl-Gx and 4-nitrophenyl-α-(1,4)-glucopyranosyl-G(7-x). The 4-nitrophenyl-a-(1,4)-glucopyranosyl-G(7-x) is then hydrolyzed into glucose monomers and the assay chromophore (4-nitrophenol) by a-glucosidase. The resulting change in absorbance at 404 nm is proportional to the a-amylase concentration in the sample. Methodology: Enzymatic/Colorimetric. The device is a reagent kit.
Here's a breakdown of the acceptance criteria and the study details for the Amylase2 device, based on the provided FDA 510(k) summary:
1. Table of Acceptance Criteria and Reported Device Performance
The FDA 510(k) summary does not explicitly list "acceptance criteria" in a singular table, but rather presents the results of various performance studies. I've extracted the performance metrics and their corresponding observed results to form this table, interpreting the reported successful values as meeting implicit acceptance criteria for substantial equivalence.
Performance Characteristic | Acceptance Criteria (Implied) | Reported Device Performance (Amylase2) |
---|---|---|
Analytical Measuring Interval (AMI) | Defined range of accurate operation | Serum/Plasma: 3-3010 U/L Urine: 3-3010 U/L |
Extended Measuring Interval (EMI) | Defined range with dilution/spiking | Serum/Plasma: 3010-5959 U/L Urine: 3010-8600 U/L |
Reportable Interval | Overall range of reliable results | Serum/Plasma: 2-5959 U/L Urine: 1-8600 U/L |
Within-Run Precision (Serum/Plasma) | %CV and SD within acceptable limits | %CV ≤ 7.4% (Panel A), SD ≤ 14.8 U/L (Panel C) |
Within-Laboratory Precision (Serum/Plasma) | %CV and SD within acceptable limits | %CV ≤ 11.0% (Panel A), SD ≤ 51.6 U/L (Panel C) |
Within-Run Precision (Urine) | %CV and SD within acceptable limits | %CV ≤ 5.4% (Panel A), SD ≤ 12.2 U/L (Panel E) |
Within-Laboratory Precision (Urine) | %CV and SD within acceptable limits | %CV ≤ 7.9% (Panel A), SD ≤ 20.4 U/L (Panel D) |
System Reproducibility (Serum/Plasma) | %CV and SD within acceptable limits | %CV ≤ 1.6% (Control Level A), SD ≤ 3.1 U/L (Control Level 2) |
System Reproducibility (Urine) | %CV and SD within acceptable limits | %CV ≤ 1.3% (Control Level A), SD ≤ 2.4 U/L (Control Level B) |
Accuracy (Calibration method) | Bias within acceptable range | Bias within ± 2.4% |
Accuracy (Calibration Factor method) | Bias within acceptable range | Bias within ± 3.1% |
Limit of Blank (LoB) | Very low or 0 U/L | Serum/Plasma: 0 U/L Urine: 0 U/L |
Limit of Detection (LoD) | Low detection capability | Serum/Plasma: 2 U/L Urine: 1 U/L |
Limit of Quantitation (LoQ) | Low quantification capability (%CV ≤ 20%) | Serum/Plasma: 2 U/L Urine: 3 U/L |
Linearity | Linear response across AMI | Demonstrated across 3 to 3010 U/L for serum and urine |
Endogenous Interference (Serum/Plasma) | Interference within ± 10% | No significant interference observed for listed substances |
Exogenous Interference (Serum/Plasma) | Interference within ± 10% | No significant interference observed for listed substances |
Endogenous Interference (Urine) | Interference within ± 10% | No significant interference for most; Ascorbate showed -18% to -21% interference at high levels. |
Exogenous Interference (Urine) | Interference within ± 10% | No significant interference observed for listed substances |
Method Comparison (Correlation Coefficient) | High correlation (e.g., close to 1.00) | Serum: 1.00, Urine: 1.00 |
Method Comparison (Slope) | Close to 1 (e.g., 0.98-1.02) | Serum: 0.98, Urine: 0.93 |
Method Comparison (Intercept) | Close to 0 | Serum: -1, Urine: -1 |
Suitable Tube Types | Acceptable for use | Serum tubes, SST, Lithium heparin tubes, LHT, Sodium heparin tubes |
Dilution Verification (Automated vs. Manual) | Acceptable difference | Serum/Plasma: -0.1% to 0.2% difference Urine: -3.0% to -1.9% difference |
2. Sample Sizes Used for the Test Set and Data Provenance
The document provides details on various studies, each with its own sample size and design:
- Precision (Serum/Plasma & Urine - Within-Laboratory):
- Sample Size: For each of the controls (2 levels) and panels (3 for serum/plasma, 5 for urine), N=80 data points were collected. This involved testing samples in duplicate, twice per day for 20 days.
- Provenance: Human serum/plasma and human urine panels were used. No specific country of origin is mentioned, but the context implies an in-vitro diagnostic study conducted under CLSI guidelines, likely in a controlled laboratory setting. It is a prospective study as samples were tested according to a pre-defined protocol.
- System Reproducibility (Serum/Plasma & Urine):
- Sample Size: For each of the controls (5 for serum/plasma, 4 for urine), N=90 data points were collected. This involved testing samples in a minimum of 3 replicates at 2 separate times per day on 5 different days across 3 instruments and 3 technicians.
- Provenance: The study used controls, implying commercially prepared materials or pooled biological samples. It is a prospective study.
- Accuracy:
- Sample Size: Not explicitly stated but implies a set of calibrator materials and potentially patient samples based on "material standardized to the Certified Reference Material IRMM/IFCC-456."
- Provenance: Relies on certified reference materials and likely patient samples.
- Lower Limits of Measurement (LoB, LoD, LoQ):
- Sample Size: n ≥ 60 replicates of zero-analyte and low-analyte level samples for each determination (LoB, LoD, LoQ).
- Provenance: Control materials or spiked biological samples designed to have specific low analyte levels. Prospective.
- Linearity:
- Sample Size: Not explicitly stated, but typically involves a series of diluted/spiked samples to cover the analytical range.
- Provenance: Spiked or diluted biological samples. Prospective.
- Potentially Interfering Substances (Serum/Plasma & Urine):
- Sample Size: Not explicitly stated, but each substance was tested at 2 levels of the analyte (approximately 50 U/L and 200 U/L for serum/plasma; 450 U/L and 1400 U/L for urine). This implies numerous replicates for each interferent and analyte level.
- Provenance: Biological samples (serum/plasma/urine) spiked with various endogenous and exogenous substances. Prospective.
- Method Comparison:
- Sample Size: 124 serum samples and 103 urine samples.
- Provenance: Human serum and urine samples. The description doesn't explicitly state if prospective or retrospective, but typically such studies involve prospectively collected samples from a diverse patient population. No country of origin specified.
- Tube Type:
- Sample Size: Samples collected from a minimum of 40 donors.
- Provenance: Human blood samples collected into different tube types. Prospective.
- Dilution Verification:
- Sample Size: 5 human serum samples and 5 urine samples, each tested in replicates of 5 after automated and manual dilution.
- Provenance: Human serum and urine samples spiked with α-amylase from porcine pancreas. Prospective.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts
This information is not provided in the document. For an in-vitro diagnostic device, "ground truth" often refers to the true concentration of the analyte, which is usually established by highly precise reference methods, certified reference materials, or by comparison with a well-established predicate device, rather than expert consensus on images or clinical diagnoses. The document indicates standardization against IRMM/IFCC-456, which is a reference material for amylase, and comparison to a predicate device (AMY, K981653). These serve as the "ground truth" or reference for the device's performance.
4. Adjudication Method for the Test Set
This section is not applicable as this is an in-vitro diagnostic (IVD) device for quantitative measurement of amylase. Adjudication methods like "2+1" or "3+1" are typically used in clinical studies involving interpretation of medical images or subjective evaluations, where multiple experts independently assess data and discrepancies are resolved. For an IVD, the "ground truth" is measured quantitatively against a reference standard or predicate.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and the Effect Size of How Much Human Readers Improve with AI vs. Without AI Assistance
This information is not provided and is not applicable to this device. An Amylase2 assay is an automated clinical chemistry assay, not an AI-powered diagnostic imaging device that requires human "readers" or involves AI assistance in interpretation. Therefore, an MRMC study comparing human readers with and without AI assistance is not relevant to this product.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done
The Amylase2 assay is an automated clinical chemistry assay, meaning its performance is inherently "standalone" in the sense that it provides a quantitative result without direct human intervention in the measurement process itself, beyond sample loading and general instrument operation. The studies described (precision, accuracy, linearity, interference, method comparison) are all evaluating the algorithm/reagent system's performance independently.
7. The Type of Ground Truth Used
The ground truth for the Amylase2 device's performance studies relies on:
- Reference Materials: For accuracy, the device was compared against "material standardized to the Certified Reference Material IRMM/IFCC-456."
- Predicate Device: For method comparison, the Amylase2 assay was compared to the predicate device, Amylase assay (List Number 7D58), which serves as the established reference standard in this context.
- Spiked Samples: For linearity, lower limits of measurement, interference, and dilution verification, samples were often "spiked" with known concentrations of α-amylase or interfering substances to create samples with a known "true" value.
- Commercial Controls: For precision and reproducibility studies, commercially available controls with known target ranges were used.
8. The Sample Size for the Training Set
The document describes studies for validation and verification purposes (test sets). For an IVD like Amylase2, the "training set" would refer to the data used by the manufacturer during the assay development phase to optimize reagents, calibrate the instrument response, and refine the measurement algorithms. This specific information about the development/training data size is not provided in the 510(k) summary, as the summary focuses on the performance of the final device.
9. How the Ground Truth for the Training Set Was Established
Similar to point 8, the specific details on how ground truth was established for any internal "training set" used during development are not provided. Typically, for such IVDs, this would involve a rigorous process of using purified analytes, gravimetric/volumetric standards, certified reference materials, and comparison to established reference methods to assign "true" values to a large panel of samples during the assay's development and optimization.
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(60 days)
Atellica CH Amylase_2 (AMY_2)
The Atellica® CH Amylase_2 (AMY_2) assay is for in vitro diagnostic use in the quantitative determination of amylase activity in human serum, plasma (lithium heparin), and urine using the Atellica® CH Analyzer. Such measurements are used primarily in the diagnosis and monitoring of acute pancreatitis (inflammation of the pancreas).
The Atellica® CH Amylase_2 (AMY_2) assay is based on the procedure of Jensen and Wydeveld. The Atellica CH AMY 2 assay uses ethylidene blocked p-nitrophenylmaltoheptaoside as substrate. The indicator enzyme a-glucosidase, used to release pnitrophenol (PNP), is also employed in the assay. The terminal glucose of the substrate is chemically blocked, preventing cleavage by the indicator enzymes. The released pnitrophenol is measured at 410/694 nm.
The Siemens Healthcare Diagnostics Inc. Atellica® CH Amylase_2 (AMY_2) assay is an in vitro diagnostic device for the quantitative determination of amylase activity in human serum, plasma (lithium heparin), and urine. These measurements are used primarily in the diagnosis and monitoring of acute pancreatitis.
Here's an analysis of its acceptance criteria and the supporting study data:
1. Table of Acceptance Criteria and Reported Device Performance
The document does not explicitly state "acceptance criteria" with pass/fail thresholds for each performance characteristic. Instead, it presents performance results which are implicitly considered acceptable for substantial equivalence to the predicate device. Based on the provided data, the table below summarizes the reported device performance for key analytical characteristics.
Performance Characteristic | Acceptance Criteria (Implicit from Predicate & CLSI Guidelines) | Reported Device Performance (Atellica® CH Amylase_2) |
---|---|---|
Detection Limit (LoB) | Not explicitly stated; generally as low as feasible and clinically relevant. | 1 U/L (Serum/Plasma/Urine) |
Detection Limit (LoD) | Not explicitly stated; generally as low as feasible and clinically relevant. | 7 U/L (Serum/Plasma), 9 U/L (Urine) |
Quantitation Limit (LoQ) | Clinically relevant low end of the measuring interval with Total Error ≤ 30%. | 18 U/L (Serum/Plasma) with TE ≤ 30%; 19 U/L (Urine) with TE ≤ 30% |
Linearity (Measuring Interval) | Linear across the claimed measuring interval; p-values of non-linear terms > 0.05, OR allowable bias ≤ 10% or ≤ 10 U/L. | Demonstrated linear from 20 to 1500 U/L (Serum, Plasma, Urine). |
Precision (Repeatability CV) | Not explicitly stated; typically low CV% for analytical methods. | 0.2% - 1.7% (Depends on sample & concentration) |
Precision (Within-Lab CV) | Not explicitly stated; typically low CV% for analytical methods. | 0.4% - 2.2% (Depends on sample & concentration) |
Interferences (Bias) | Bias exceeding 10% is considered interference. | No significant interference for Hemoglobin (500 mg/dL), Bilirubin (conjugated 30 mg/dL, unconjugated 30 mg/dL), Lipemia (Intralipid® 650 mg/dL), Acetaminophen (30 mg/dL), Ascorbic Acid (20 mg/dL), Acetylsalicylic Acid (200 mg/dL). |
Method Comparison (Correlation) | Not explicitly stated; typically good correlation (high 'r' value) and a regression equation close to y=x for substantial equivalence. | Serum: r=0.996, y = 1.09x + 0 U/L (vs. Roche Cobas) |
Urine: r=0.998, y = 1.11x - 1 U/L (vs. Roche Cobas) | ||
Matrix Equivalency (Correlation) | Not explicitly stated; typically good correlation and a regression equation close to y=x. | Plasma (Lithium heparin) vs Serum: r=1.000, y = 1.00x + 0 U/L |
2. Sample sizes used for the test set and the data provenance
Detection Limit (LoB/LoD):
- Sample Size: LoB: 4 samples with no analyte tested (N=20 repetitions) for 3 days, using 3 reagent lots. LoD: 4 low analyte samples tested (N=20 repetitions) for 3 days, using 3 reagent lots. This totals to 240 replicates for LoB and 240 replicates for LoD.
- Data Provenance: Not explicitly stated, but implies laboratory-prepared control samples or de-identified human samples with near-zero or low analyte levels. Likely internal data from Siemens Healthcare Diagnostics Inc. R&D organization.
Limit of Quantitation (LoQ):
- Sample Size: 4 low samples processed for 3 reagent lots for 3 days, on one instrument. This totals 120 measurements per lot.
- Data Provenance: Not explicitly stated, but likely internal data from Siemens Healthcare Diagnostics Inc. R&D organization, using prepared low-concentration samples.
Linearity:
- Sample Size: 9 samples spanning the assay measuring interval for serum specimens and 9 samples for urine specimens. Each sample was measured in 5 replicates.
- Data Provenance: Samples were prepared by mixing high and low concentration samples, and by spiking native serum or urine pools with amylase. Low pools were created by diluting with CH diluent. Origin of native serum/urine pools not specified, but likely internal or commercially sourced.
Precision:
- Sample Size: n=2 replicates, two times per day for at least 20 days, for a total of 80 replicates per sample. This was done for controls, serum, plasma, and urine pools.
- Data Provenance: Laboratory controls, serum, plasma, and urine pools were used. Likely internal data from Siemens Healthcare Diagnostics Inc. R&D organization.
Interferences:
- Sample Size: Not explicitly given for the number of distinct samples, but tests were conducted using "fresh sample pools" (low and high measurand levels in serum and urine) spiked with interferents.
- Data Provenance: Fresh sample pools implies human serum and urine, likely obtained or prepared internally.
Method Comparison:
- Sample Size: Serum: N=118 samples. Urine: N=114 samples.
- Data Provenance: Remnant de-identified samples were tested. The study included native and spiked samples. The studies were conducted internally by Siemens Healthcare Diagnostics Inc. R&D personnel and externally by a contracted laboratory. The country of origin for these remnant samples is not specified, but typically would be from US clinical labs if the filing is for the US market.
Matrix Equivalency:
- Sample Size: N=66 matched serum and lithium heparin plasma sets.
- Data Provenance: Matched serum and lithium heparin plasma sets. Some samples were spiked with amylase. Likely internal data, origin of native samples unspecified.
Expected Values (Reference Intervals):
- Sample Size: Not explicitly stated for the verification study, but reference intervals were "verified". CLSI EP28-A3 suggests a minimum of 20 samples for verification.
- Data Provenance: Verified on the Atellica® CH Analyzer. Reference "Data on file at Siemens Healthcare Diagnostics".
3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts
This device is an in vitro diagnostic assay that measures amylase activity, not an imaging or a subjective diagnostic device requiring expert interpretation of results for ground truth. Therefore, no external experts were used to establish a "ground truth" for the test set in the way one might for diagnostic imaging or pathology. The ground truth (or 'true value') for quantitative assays is established through meticulous analytical methods, calibration using traceable reference materials (IRMM/IFCC-456 for this device), and comparison to a legally marketed predicate device.
The personnel conducting the method comparison study were "laboratory technicians with training similar to personnel who would conduct the tests in a hospital laboratory setting."
4. Adjudication method for the test set
Not applicable. As a quantitative assay, the results are numerical and objectively measured, not subject to individual interpretation and thus do not require an adjudication method among experts.
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
Not applicable. This is an in vitro diagnostic assay performed by an automated analyzer, not an AI-assisted diagnostic device that would involve human readers (e.g., radiologists, pathologists) interpreting images or clinical data.
6. If a standalone (i.e. algorithm only without human-in-the loop performance) was done
Yes, the performance data presented (Detection Limit, LoQ, Linearity, Precision, Interferences, Method Comparison, Matrix Equivalency) are all standalone performance data of the Atellica® CH Amylase_2 analyzer and its reagents, without human-in-the-loop performance influencing the assay results directly. The device automatically performs the quantitative determination of amylase activity.
7. The type of ground truth used
The "ground truth" for this quantitative assay is established via:
- Calibration Traceability: Traceable to IRMM/IFCC-456 Pancreatic Alpha-Amylase Reference Material and commutable to the IFCC Alpha-Amylase Primary Reference Procedure.
- Comparison to Predicate: Performance is demonstrated as substantially equivalent to a legally marketed predicate device (Roche Cobas Amylase Reagent), implying that the predicate's established accuracy serves as a benchmark.
- Analytical Standards and Controls: Use of internal and external quality control materials with known target values.
- Spiked Samples: For linearity, method comparison, and matrix equivalency, samples were spiked with known concentrations of amylase to cover the measuring range.
8. The sample size for the training set
Not applicable. This is a traditional in vitro diagnostic assay based on enzymatic colorimetric reactions, not an AI/ML-based algorithm that would require a "training set" in the context of machine learning. The "training" for such a device involves chemical formulation, instrument design, and analytical validation.
9. How the ground truth for the training set was established
Not applicable, as there is no "training set" in the context of AI/ML for this device.
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(234 days)
alpha-AMYLASE DIRECT, alpha-AMYLASE EPS, alpha-AMYLASE PANCREATIC, BILIRUBIN DIRECT, BILIRUBIN TOTAL
alpha-AMYLASE DIRECT: Reagent for the measurement of alpha-amylase concentration in human serum, plasma or urine. The obtained values are useful as an aid in the diagnosis of acute and chronic pancreatitis. This reagent institus of in the BioSystems BA analyzers. Only for in vitro use in the clinical laboratory.
alpha-AMYLASE EPS: Reagent for the measurement of alpha-amylase concentration in human serum, plasma or urine. The obtained values are useful as an aid in the diagnosis of acute and chronic pancreatitis. This reagent is for use in the BioSystems BA analyzers. Only for in vitro use in the clinical laboratory.
alpha-AMYLASE PANCREATIC: Reagent for the measurement of pancreatic c-amylase concentration in human serum, plasma or urine. The obtained values are useful as an aid in the diagnosis of acute and chronin pancreatitis. This reagentis for use in the BioSystems BA analyzers. Only for in vitro use in the clinical laboratory.
BILIRUBIN DIRECT: Reagent for the measurement of direct bilirubin concentration in human serum or plasma. Measurements of the levels of bilirubin are used in the diagnosis and treatment of liver, hematological and metabolic disorders, including hepatitis and gall bladder block. This reagent is for use in the BioSystems Blockers. Only for in vitro use in the clinical laboratory.
BILIRUBIN TOTAL: Reagent for the measurement of total bilirubin concentration in human serum or plasma. Measurements of the levels of bilirubin are used in the diagnosis and treatment of liver, herrytological and metabolic disorders, including hepatitis and gall bladder block. This reagent is for nuse in the BioSystems Blockers. Only for in vitro use in the clinical laboratory.
Not Found
This 510(k) summary provides information about the substantial equivalence of several Biosystems S.A. reagents (alpha-AMYLASE DIRECT, alpha-AMYLASE EPS, alpha-AMYLASE PANCREATIC, BILIRUBIN DIRECT, BILIRUBIN TOTAL) to legally marketed predicate devices. It states that the devices are intended for in vitro diagnostic use in the clinical laboratory for measuring specific analyte concentrations in human serum, plasma, or urine, which are useful as aids in the diagnosis and treatment of certain medical conditions. However, the document does not contain any data, studies, or information regarding acceptance criteria or device performance statistics. It is a regulatory clearance letter, not a performance study report.
Therefore, I cannot extract the requested information regarding acceptance criteria, reported device performance, sample sizes, data provenance, expert qualifications, adjudication methods, MRMC studies, standalone performance, or ground truth establishment.
To answer your request, I would need a different document, such as a summary of safety and effectiveness (SSE) or a clinical study report that details the validation and performance characteristics of these reagent systems.
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(97 days)
ACE ALKALINE PHOSPHATASE REAGENT, AMYLASE REAGENT, ALT REAGENT, AST REAGENT
The ACE Alkaline Phosphatase Reagent is intended for the quantitative determination of alkaline phosphatase activity in serum and lithium heparin plasma using the ACE, ACE Alera, and ACE Axcel Clinical Chemistry Systems. Measurements of alkaline phosphatase are used in the diagnosis and treatment of liver, bone, parathyroid, and intestinal diseases. This test is intended for use in clinical laboratories and physician office laboratories. For in vitro diagnostic use only.
The ACE Amylase Reagent is intended for the quantitative determination of α-amylase activity in serum and lithium heparin plasma using the ACE, ACE Alera, and ACE Axcel Clinical Chemistry Systems. Amylase measurements are used primarily for the diagnosis and treatment of pancreatitis (inflammation of the pancreas). This test is intended for use in clinical laboratories and physician office laboratories. For in vitro diagnostic use only.
The ACE ALT Reagent is intended for the quantitative determination of alanine aminotransferase activity in serum and lithium heparin plasma using the ACE, ACE Alera, and ACE Axcel Clinical Chemistry Systems. Alanine aminotransferase measurements are used in the diagnosis and treatment of certain liver diseases (e.g., viral hepatitis and cirrhosis) and heart diseases. This test is intended for use in clinical laboratories and physician office laboratories. For in vitro diagnostic use only.
The ACE AST Reagent is intended for the quantitative determination of aspartate aminotransferase activity in serum and lithium heparin plasma using the ACE, ACE Alera, and ACE Axcel Clinical Chemistry Systems. Measurements of aspartate aminotransferase are used in the diagnosis and treatment of certain types of liver and heart disease. This test is intended for use in clinical laboratories and physician office laboratories. For in vitro diagnostic use only.
In the ACE Alkaline Phosphatase Reagent assay, alkaline phosphatase catalyzes the hydrolysis of colorless p-nitrophenyl phosphate to p-nitrophenol and inorganic phosphate. In an alkaline solution (pH 10.5), p-nitrophenol is in the phenoxide form and has a strong absorbance at 408 nm. The rate of increase in absorbance, monitored bichromatically at 408 nm/486 nm, is directly proportional to the alkaline phosphatase activity in the sample.
In the ACE Amylase Reagent assay, α-amylase hydrolyzes the 2-chloro-p-nitrophenyl-α-D-maltotrioside substrate to release 2-chloro-p-nitrophenol and form 2-chloro-p-nitrophenyl-α-D-maltoside, maltotriose and glucose. The rate of increase in absorbance, monitored bichromatically at 408 nm/ 647 nm, is directly proportional to the α-amylase activity in the sample.
In the ACE ALT Reagent assay, alanine aminotransferase converts the L-alanine and α-ketoglutarate substrates in the reagent to L-glutamate and pyruvate, respectively. Lactate dehydrogenase (LDH) catalyzes the oxidation of the reduced cofactor to the cofactor. The rate of conversion of the reduced cofactor to the cofactor can be determined by monitoring the decrease in absorbance bichromatically at 340 nm/647 nm. This rate of conversion from the reduced cofactor to the cofactor is a function of the activity of ALT in the sample.
In the ACE AST Reagent assay, aspartate aminotransferase converts the L-aspartate and α-ketoglutarate in the reagent to oxaloacetate and L-glutamate, respectively. The oxaloacetate undergoes reduction, with concurrent oxidation of NADH to NAD+ in the malate dehydrogenase-catalyzed indicator reaction. NADH absorbs strongly at 340 nm, whereas NAD+ does not. Therefore, the rate of conversion of NADH to NAD+ can be determined by monitoring the decrease in absorbance bichromatically at 340 nm/647 nm. This rate of conversion from NADH to NAD+ is a function of the activity of AST in the sample. Lactate dehydrogenase is added to prevent interference from endogenous pyruvate, which is normally present in blood.
Here's an analysis of the provided information regarding the acceptance criteria and study for the ACE reagents:
Summary of Acceptance Criteria and Reported Device Performance
The acceptance criteria for these in vitro diagnostic reagents (ALP, Amylase, ALT, AST) appear to be primarily demonstrated through comparisons with predicate devices and comprehensive performance characteristics like precision, linearity, and interference. The documentation focuses on demonstrating that the new devices perform equivalently to the existing predicate devices and meet established performance expectations for clinical chemistry assays.
1. Table of Acceptance Criteria and Reported Device Performance
Since this document describes multiple reagents and doesn't explicitly state pass/fail acceptance values for each performance metric, I will summarize the demonstrated performance and what can be inferred as the "acceptance criteria" (i.e., that the results are comparable to established predicate device performance and within acceptable clinical ranges).
Performance Metric | Acceptance Criteria (Inferred) | Reported Device Performance |
---|---|---|
Precision | Low total CV% (generally 0.98 or 0.99) with narrow confidence intervals, indicating interchangeability of sample types. | ALP: Slopes 0.983-1.017, Intercepts -6.5 to -8.3, Correlations 0.9952-0.9982. |
Amylase: Slopes 0.977-0.994, Intercepts -1.76 to 1.7, Correlations 0.9994-0.9996. | ||
ALT: Slopes 0.985-1.003, Intercepts -3.35 to -3.6, Correlations 0.9986-0.9994. | ||
AST: Slopes 0.998-1.006, Intercepts 0.3 to 1.5, Correlations 0.9993-0.9998. | ||
All indicate a strong agreement between serum and plasma samples. | ||
Method Comparison (vs. In-House ACE and POL sites) | Slopes close to 1.0, intercepts close to 0, and correlation coefficients (R) close to 1.0 (e.g., >0.98 or 0.99) with narrow confidence intervals, indicating consistency across different instruments and sites. | In-House ACE vs. POL ACE: |
• ALP: Slopes 0.977-0.989, Intercepts -9.5 to -2.8, Correlations 0.9987-0.9997. | ||
• AMY: Slopes 0.970-0.974, Intercepts 1.5-3.9, Correlations 0.9995-0.9998. | ||
• ALT: Slopes 0.982-1.021, Intercepts -4.7 to -2.3, Correlations 0.9978-0.9993. | ||
• AST: Slopes 0.992-1.019, Intercepts -0.6 to 2.4, Correlations 0.9989-0.9994. | ||
In-House ACE vs. POL Alera: | ||
• ALP: Slopes 0.997-1.029, Intercepts -6.6 to -4.1, Correlations 0.9986-0.9992. | ||
• AMY: Slopes 0.960-1.010, Intercepts 3.0-5.8, Correlations 0.9991-0.9995. | ||
• ALT: Slopes 0.970-1.019, Intercepts -3.5 to 2.4, Correlations 0.9977-0.9986. | ||
• AST: Slopes 1.004-1.040, Intercepts 0.5-1.8, Correlations 0.9992-0.9995. | ||
All indicate strong agreement between different sites and initial in-house testing, demonstrating substantial equivalence. | ||
Detection Limits (LoB, LoD, LoQ) | Values below the clinical reference ranges and suitable for detecting low levels of analytes. | ACE Alera (Approximate): |
ALP: LoB 2.8, LoD 0.9, LoQ 4.8 | ||
Amylase: LoB 0.2, LoD 3.3, LoQ 5.6 | ||
ALT: LoB 1.6, LoD 4.8, LoQ 4.1 | ||
AST: LoB 2.2, LoD 3.1, LoQ 3.3 | ||
Linearity | Correlation coefficient (R^2) close to 1.0 (e.g., >0.99) over the specified measuring range, with slopes near 1 and intercepts near 0 for the regression equation. | ACE Alera: |
ALP: Linear to 1400 U/L, R^2 = 0.9993 | ||
Amylase: Linear to 1900 U/L, R^2 = 0.9974 | ||
ALT: Linear to 480 U/L, R^2 = 0.9992 | ||
AST: Linear to 450 U/L, R^2 = 0.9992 | ||
Interferences | No significant interference at stated concentrations of common interferents (Icterus, Hemolysis, Lipemia, Ascorbic Acid). | The document lists the tested concentrations of interferents (e.g., Icterus up to 70.6 mg/dL for ALP, Hemolysis up to 500 mg/dL for ALT, Lipemia up to 1000 mg/dL for ALP/Amylase, Ascorbic Acid 6 mg/dL for all). The implication, by inclusion in the performance data without negative remarks, is that these levels did not cause unacceptable interference. |
2. Sample Size Used for the Test Set and Data Provenance
- Precision (Serum vs. Plasma):
- In-House: Each dataset (low, mid, high for serum and plasma) involved "n=20" (number of replicates, likely over multiple days, contributing to within-run and total precision calculations).
- POL Precision (ACE & Alera): For each analyte (ALP, AMY, ALT, AST) and each POL site (POL 1, POL 2, POL 3), there were 2 to 3 sample levels (Low, Mid, High), with a reported "n" for each (e.g., n=24 for ALT/AST in initial in-house, but the POL tables don't explicitly state the 'n' for each specific mean/SD/CV, implying a standard number of replicates as per precision studies).
- Matrix Comparison (Serum vs. Plasma):
- ALP: ACE (108 pairs), ACE Alera (108 pairs), ACE Axcel (62 pairs).
- Amylase: ACE (104 pairs), ACE Alera (101 pairs), ACE Axcel (52 pairs).
- ALT: ACE (54 pairs), ACE Alera (52 pairs), ACE Axcel (56 pairs).
- AST: The number of pairs for AST in the serum vs. plasma matrix comparison is not explicitly stated in the provided snippet. However, based on the pattern of other analytes, it would likely be similar (e.g., 50+ pairs).
- Method Comparison (In-House vs. POL Sites):
- ALP: 49-50 samples per site.
- Amylase: 51 samples per site.
- ALT: 44-49 samples per site.
- AST: 50 samples per site.
- Linearity: Not explicitly stated as an "n" for samples, but rather as "low level tested," "upper level tested," and "linear to" values, which typically involve preparing a dilution series from a high concentration sample.
- Data Provenance: The studies are labeled "In-House" and "POL" (Point of Care). This suggests:
- Country of Origin: Likely the USA, given the FDA 510(k) submission.
- Retrospective or Prospective: These types of performance studies for IVDs are typically prospective, with samples analyzed specifically for the study. The method comparison data often uses a mix of native patient samples and spiked samples to cover the measuring range.
3. Number of Experts Used to Establish Ground Truth and Their Qualifications
This document describes the performance of IVD reagents on clinical chemistry systems. The "ground truth" here is not subjective, human interpretation (like in imaging AI), but rather the quantitative measurement of analytes.
- Number of Experts: Not applicable in the context of IVD reagent performance. The "ground truth" is established by the analytical method itself, or by comparison to a recognized reference method or a legally marketed predicate device.
- Qualifications of Experts: Not applicable. The "experts" would be qualified laboratory professionals operating the instruments and performing the biochemical assays according to established protocols.
4. Adjudication Method for the Test Set
Not applicable. As described above, the "truth" for these quantitative measurements is derived directly from the biochemical reactions and instrument readings, not subjective human judgment requiring adjudication. The predicate device's established performance serves as a comparative benchmark.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
No. This is a submission for in vitro diagnostic reagents, not an AI-assisted diagnostic device that involves human readers interpreting images or complex data. Therefore, an MRMC study is not relevant.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done
Yes, in essence, the performance data presented is "standalone" in the context of the device's function. The ACE reagents, when used on the ACE, ACE Alera, and ACE Axcel Clinical Chemistry Systems, operate as an automated system to quantify the target analytes. The performance metrics (precision, linearity, method comparison, interferences) reflect the intrinsic analytical performance of the regent-analyzer combination without human intervention influencing the measurement itself. Human operators are involved in sample loading, quality control, and result review, but not in directly influencing the quantitative output in a way that would require a human-in-the-loop comparison for algorithm performance.
7. The Type of Ground Truth Used
The "ground truth" in this context is established by:
- Comparison to Predicate Devices: The primary method is demonstrating substantial equivalence to previously cleared devices (K113253, K931786, K930104, K113436, K113382). This means the new reagents provide results that are analytically comparable to those already accepted by the FDA.
- Expected Analytical Performance: Meeting industry-standard requirements for precision (low CV%), accuracy (linearity, inter-instrument/site agreement via regression analysis), and specificity (minimal interference).
- Expected Values/Ranges: The devices are expected to produce results that align with established "expected values" for healthy individuals.
8. The Sample Size for the Training Set
Not applicable. These are chemical reagents for quantitative diagnostic tests, not machine learning algorithms that require a "training set" in the conventional sense. The "training" for such systems involves analytical validation experiments to define reagent stability, reaction kinetics, and instrument parameters.
9. How the Ground Truth for the Training Set Was Established
Not applicable for the same reason as point 8. The "ground truth" for developing and validating these reagents is based on fundamental principles of analytical chemistry, biochemical reactions, and extensive internal testing to ensure the reagents perform as intended within the specified analytical parameters.
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(15 days)
ELTECH CHINICAL SYSTEM AMYLASE SL ELITECH CLINICAL SYSTEMS ELICAL2 ELTECH CLINICAL SYSTEMS ELITROL I
ELITech Clinical Systems AMYLASE SL is intended for the quantitative in vitro determination of amylase in human serum and plasma on ELITech Clinical Systems Selectra analyzers. It is not intended for use in Point of Care settings. Measurements of amylase are used primarily for the diagnosis and treatment of pancreatitis (inflammation of the pancreas).
ELITech Clinical Systems ELICAL 2 is a multi-parametric calibrator for in vitro diagnostic use in the calibration of quantitative ELITech Clinical Systems methods on ELITech Clinical Systems Selectra analyzers.
ELITech Clinical Systems ELITROL I and ELITROL II are multi-parametric control sera for in vitro diagnostic use in accuracy control of quantitative ELITech Clinical Systems methods on ELITech Clinical Systems Selectra analyzers.
ELITech Clinical Systems AMYLASE SL is available as kit only. It consists of one reagent R whose the composition is: MES buffer (pH 6.15), sodium chloride, calcium chloride, potassium thiocyanate, CNP-G3 (2-chloro-4-nitrophenyl-α-maltotrioside), sodium azide.
ELITech Clinical Systems ELICAL2 is a lyophilized calibrator based on human serum containing constituents to ensure optimal calibration. ELICAL 2 is prepared exclusively from the blood of donors tested individually and found to be negative for HbsAg and to the antibodies to HCV and HIV according to FDA-approved methods.
ELITech Clinical Systems ELITROL I and ELITROL II are two level quality control products consisting of a lyophilized human serum containing constituents at desired levels. ELITROL I and ELITROL II are prepared exclusively from the blood of donors tested individually and found to be negative for HbsAg and to antibodies to HCV and HIV according to FDA-approved methods.
1. Acceptance Criteria and Reported Device Performance
Performance Characteristic | Acceptance Criteria (Implied by Predicate/Guidelines) | Reported Device Performance (ELITech Clinical Systems AMYLASE SL) |
---|---|---|
Precision | ||
Within-run CV% | Not explicitly stated, but generally 0.975) and acceptable bias (slope close to 1, intercept close to 0) | y = 0.976 x -1 U/L; r = 0.999; r2 = 0.999; Sy.x = 10 U/L |
Plasma Comparison (Correlation with serum) | Strong correlation (r > 0.975) and acceptable bias (slope close to 1, intercept close to 0) | y = 0.907 x + 1 U/L; r = 1.000; r2 = 1.000; Sy.x = 6 U/L |
2. Sample Size Used for the Test Set and Data Provenance
- Precision Test Set: 80 measurements for each of 3 levels (total of 240 measurements) were taken.
- Linearity Test Set: The number of samples for the linearity study is not specified, but the study was conducted according to CLSI protocol EP6-A.
- Detection Limit (LoD & LoQ) Test Set: 15 measurements for each of 4 samples with low concentration of analyte (total 60 measurements)
- Interference Test Set: The number of unique samples is not specified, but various substances were tested at specified concentrations.
- Method Comparison Test Set: 100 serum patient samples.
- Plasma Comparison Test Set: 48 paired plasma (in lithium heparin) samples.
- Data Provenance: The document does not explicitly state the country of origin. The studies appear to be prospective analytical performance studies conducted by the device manufacturer.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Their Qualifications
- For in vitro diagnostic devices like the ELITech Clinical Systems AMYLASE SL, "ground truth" for analytical performance studies is typically established by comparing results to well-defined reference methods, predicate devices, or by preparing samples with known concentrations. The document does not mention the involvement of "experts" in the context of establishing ground truth in the way it might apply to image-based diagnostic AI. Instead, it relies on established laboratory procedures and reference standards.
- The "IFCC method" is mentioned as the traceability standard for the calibrator, which implies a highly standardized and internationally recognized reference for amylase measurement. The reference range also cites a publication by G. Schumann et al. on IFCC Primary Reference Procedures.
4. Adjudication Method for the Test Set
- Adjudication methods (like 2+1, 3+1) are typically used for qualitative or semi-quantitative diagnostic tests where human interpretation is involved. For this quantitative in vitro diagnostic device, such an adjudication method is not relevant or mentioned. The performance is assessed by comparing quantitative results to reference methods, predicate devices, or known values, which is inherently objective and does not require adjudication in the human interpretative sense.
5. Multi Reader Multi Case (MRMC) Comparative Effectiveness Study
- No, an MRMC comparative effectiveness study was not done. This type of study is specifically designed for image-based diagnostics or other tests heavily reliant on human interpretation, often to quantify the improvement in human reader performance with AI assistance. This device is a quantitative clinical chemistry assay, not an AI-assisted diagnostic.
6. Standalone Performance Study
- Yes, the performance characteristics (precision, linearity, detection limits, interference, method comparison) described are all standalone (algorithm only) performance studies of the device (AMYLASE SL reagent on the Selectra ProM analyzer). The device itself is an automated assay, and its performance is evaluated independent of human interpretation or intervention beyond standard laboratory procedures.
7. Type of Ground Truth Used
- Precision: Internal controls and samples with known or characterized concentrations.
- Linearity: Samples prepared with varying, known concentrations.
- Traceability: Traceable to the IFCC method.
- Stability: Measured over time using internal controls and reference materials.
- Detection Limit (LoD) & Quantification Limit (LoQ): Calculated based on repeated measurements of low-concentration samples.
- Interference: Samples spiked with known interferents at specified concentrations.
- Method Comparison: Comparison against a legally marketed predicate device (Roche Diagnostics AMYL2 on cobas c111 analyzer) using patient samples. This serves as a comparative ground truth.
- Plasma Comparison: Comparison between serum and lithium heparin plasma samples from the same patients.
8. Sample Size for the Training Set
- This device is a reagent for a clinical chemistry assay, not an AI/ML algorithm that requires a "training set" in the conventional sense. The development of such assays involves extensive R&D and optimization, but not typically a labeled "training set" of data for algorithm learning.
9. How the Ground Truth for the Training Set Was Established
- As stated above, the concept of a "training set" and associated "ground truth" establishment for algorithm learning does not apply to this type of in vitro diagnostic device. The development and validation process relies on established analytical chemistry principles and performance testing against recognized standards and methods.
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(234 days)
ACE ALKALINE PHOSPHATASE REAGENT, ACE AMYLASE REAGENT, ACE LDH-L REAGENT
The ACE Axcel Clinical Chemistry System is an automated, discrete, bench-top, random access analyzer that is intended for in vitro diagnostic use in the quantitative determination of constituents in blood and other fluids.
The ACE Alkaline Phosphatase Reagent is intended for the quantitative determination of alkaline phosphatase activity in serum using the ACE Axcel Clinical Chemistry System. Measurements of alkaline phosphatase are used in the diagnosis and treatment of liver, bone, parathyroid, and intestinal diseases. This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The ACE Amylase Reagent is intended for the quantitative determination of a-amylase activity in serum using the ACE Axcel Clinical Chemistry System. Amylase measurements are used primarily for the diagnosis and treatment of pancreatitis (inflammation of the pancreas). This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The ACE LDH-L Reagent is intended for the quantitative determination of lactate dehydrogenase activity in serum using the ACE Axcel Clinical Chemistry System. Lactate dehydrogenase measurements are used in the diagnosis and treatment of liver diseases such as acute viral hepatitis, cirrhosis, and metastatic carcinoma of the liver, cardiac diseases such as myocardial infarction and tumors of the lung or kidneys. This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The ACE Axcel Clinical Chemistry System consists of two major components, the chemistry instrument and an integrated Panel PC. The instrument accepts the physical patient samples, performs the appropriate optical or potentiometric measurements on those samples and communicates that data to an integral Panel PC. The Panel PC uses keyboard or touch screen input to manually enter a variety of data, control and accept data from the instrument, manage and maintain system information and generate reports relative to patient status and instrument performance. The Panel PC also allows remote download of patient requisitions and upload of patient results via a standard interface.
In the ACE Alkaline Phosphatase Reagent assay, alkaline phosphatase in serum catalyzes the hydrolysis of colorless p-nitrophenyl phosphate to p-nitrophenol and inorganic phosphate. In an alkaline solution (pH 10.5), p-nitrophenol is in the phenoxide form and has a strong absorbance at 408 nm. The rate of increase in absorbance, monitored bichromatically at 408 nm/486 nm, is directly proportional to the alkaline phosphatase activity in the sample.
In the ACE AST Reagent assay, a-amylase hydrolyzes the 2-chloro-p- nitrophenyl-a-D-maltotrioside substrate to release 2-chloro-p- nitrophenol and form 2-chloro-p- nitrophenyl-a-D-maltoside, maltotriose and glucose. The rate of increase in absorbance, monitored bichromatically at 408 nm/ 647 nm, is directly proportional to the a- amylase activity in the sample.
In the ACE LDH-L Reagent assay, lactate dehydrogenase catalyzes the conversion of L-lactate to pyruvate. Nicotinamide adenine dinucleotide (NAD+) acts as an acceptor for the hydrogen ions released from the L- lactate and is converted to reduced nicotinamide adenine dinucleotide (NADH). NADH absorbs strongly at 340 nm whereas NAD+ does not. Therefore, the rate of conversion of NAD+ to NADH can be determined by monitoring the increase in absorbance bichromatically at 340 nm/647 nm. This rate of conversion from NAD+ to NADH is directly proportional to the lactate dehydrogenase activity in the sample.
Here's an analysis of the provided text regarding the acceptance criteria and the study that proves the device meets those criteria:
Acceptance Criteria and Device Performance for ACE Alkaline Phosphatase, Amylase, and LDH-L Reagents on the ACE Axcel Clinical Chemistry System
1. Table of Acceptance Criteria and Reported Device Performance
The acceptance criteria are not explicitly stated as numerical targets in the provided text. Instead, the study aims to demonstrate substantial equivalence to a predicate device (Alfa Wassermann ACE Clinical Chemistry System and ACE Reagents, K931786) by showing a high degree of correlation and acceptable precision. The reported device performance is compared to the predicate device.
ACE Alkaline Phosphatase Reagent
Metric | Acceptance Criteria (Implied/Compared To Predicate) | Reported Device Performance (ACE Axcel System) |
---|---|---|
Precision | Within-run CV and Total CV should be at acceptable levels for clinical use and comparable to the predicate device. | Central Lab (22 days): Within-run CV: 1.3 to 3.2%; Total CV: 2.8 to 4.7%. |
POL Sites (3 sites, 5 days): Within-run CV: 1.0 to 4.8%; Total CV: 2.0 to 5.7%. | ||
Accuracy | Strong correlation (high correlation coefficient), small standard error, and confidence intervals for slope and intercept indicating agreement with the predicate device (y ≈ x). | Correlation Study (112 samples): Correlation coefficient: 0.9997; Standard error estimate: 5.1; Confidence interval slope: 0.978 to 0.987; Confidence interval intercept: -0.5 to 1.8. |
POL Patient Correlation (3 sites): Correlation coefficients: 0.9957 to 0.9998; Standard error estimates: 6.0 to 25.3; Confidence interval slopes: 0.966 to 1.063; Confidence interval intercepts: -4.0 to 14.5. | ||
Detection Limit | The lowest concentration of analyte that can be reliably detected. (Implicitly, the limit should be clinically acceptable and comparable to existing methods, potentially including the predicate). | 1.3 U/L |
ACE Amylase Reagent
Metric | Acceptance Criteria (Implied/Compared To Predicate) | Reported Device Performance (ACE Axcel System) |
---|---|---|
Precision | Within-run CV and Total CV should be at acceptable levels for clinical use and comparable to the predicate device. | Central Lab (22 days): Within-run CV: 1.5 to 3.4%; Total CV: 1.7 to 3.6%. |
POL Sites (3 sites, 5 days): Within-run CV: 0.8 to 4.7%; Total CV: 0.9 to 5.7%. | ||
Accuracy | Strong correlation (high correlation coefficient), small standard error, and confidence intervals for slope and intercept indicating agreement with the predicate device (y ≈ x). | Correlation Study (111 samples): Correlation coefficient: 0.9997; Standard error estimate: 6.5; Confidence interval slope: 0.953 to 0.962; Confidence interval intercept: -0.7 to 2.0. |
POL Patient Correlation (3 sites): Correlation coefficients: 0.9985 to 1.0000; Standard error estimates: 3.4 to 22.3; Confidence interval slopes: 0.968 to 1.022; Confidence interval intercepts: -7.7 to 6.7. | ||
Detection Limit | The lowest concentration of analyte that can be reliably detected. (Implicitly, the limit should be clinically acceptable and comparable to existing methods, potentially including the predicate). | 8.5 U/L |
ACE LDH-L Reagent
Metric | Acceptance Criteria (Implied/Compared To Predicate) | Reported Device Performance (ACE Axcel System) |
---|---|---|
Precision | Within-run CV and Total CV should be at acceptable levels for clinical use and comparable to the predicate device. | Central Lab (22 days): Within-run CV: 1.6 to 3.1%; Total CV: 2.3 to 4.6%. |
POL Sites (3 sites, 5 days): Within-run CV: 1.1 to 3.0%; Total CV: 1.7 to 3.3%. | ||
Accuracy | Strong correlation (high correlation coefficient), small standard error, and confidence intervals for slope and intercept indicating agreement with the predicate device (y ≈ x). | Correlation Study (121 samples): Correlation coefficient: 0.9986; Standard error estimate: 7.5; Confidence interval slope: 1.036 to 1.056; Confidence interval intercept: 2.8 to 7.0. |
POL Patient Correlation (3 sites): Correlation coefficients: 0.9983 to 0.9993; Standard error estimates: 6.3 to 13.1; Confidence interval slopes: 0.995 to 1.052; Confidence interval intercepts: -8.5 to 6.2. | ||
Detection Limit | The lowest concentration of analyte that can be reliably detected. (Implicitly, the limit should be clinically acceptable and comparable to existing methods, potentially including the predicate). | 8.3 U/L |
2. Sample Size Used for the Test Set and Data Provenance
-
ACE Alkaline Phosphatase Reagent:
- Accuracy (Correlation Study): 112 samples.
- Accuracy (POL Patient Correlation): Not specified (implied to be numerous patient samples tested at 3 POL sites).
- Precision (Central Lab): Data collected over 22 days, with 4 alkaline phosphatase levels tested. The exact number of individual samples run per level/day is not specified but is typical for precision studies (e.g., n=2 or n=3 replicates).
- Precision (POL Sites): Data collected over 5 days at 3 separate Physician Office Laboratories (POLs), with 4 alkaline phosphatase levels tested. The exact number of individual samples run per level/day is not specified.
- Data Provenance: Not explicitly stated, but the mention of "Central Lab" and "Physician Office Laboratory (POL) sites" suggests clinical laboratory settings. It does not specify country of origin or if retrospective/prospective, but stability studies and clinical accuracy studies usually involve prospective collection or use of banked clinical samples. Given it is a 510(k) submission, it is likely representing real-world clinical samples.
-
ACE Amylase Reagent:
- Accuracy (Correlation Study): 111 samples.
- Accuracy (POL Patient Correlation): Not specified (implied to be numerous patient samples tested at 3 POL sites).
- Precision (Central Lab): Data collected over 22 days, with 4 amylase levels tested.
- Precision (POL Sites): Data collected over 5 days at 3 separate POL sites, with 4 amylase levels tested.
- Data Provenance: Similar to Alkaline Phosphatase, suggesting clinical laboratory settings in the US, likely using prospective or banked clinical samples.
-
ACE LDH-L Reagent:
- Accuracy (Correlation Study): 121 samples.
- Accuracy (POL Patient Correlation): Not specified (implied to be numerous patient samples tested at 3 POL sites).
- Precision (Central Lab): Data collected over 22 days, with 4 LDH levels tested.
- Precision (POL Sites): Data collected over 5 days at 3 separate POL sites, with 4 LDH levels tested.
- Data Provenance: Similar to the previous reagents, suggesting clinical laboratory settings in the US, likely using prospective or banked clinical samples.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Their Qualifications
This device is a clinical chemistry analyzer, not an imaging or diagnostic AI device that requires expert adjudication for "ground truth." The "ground truth" for the accuracy studies is established by the performance of the predicate device (Alfa Wassermann ACE Clinical Chemistry System). The predicate device itself would have been validated against established reference methods or clinical outcomes when it was initially cleared/approved. Therefore, no human experts directly establish "ground truth" in the way it might for image interpretation.
4. Adjudication Method for the Test Set
Not applicable for this type of device (clinical chemistry analyzer). Adjudication methods like 2+1 or 3+1 are used for subjective interpretations or classifications (e.g., by radiologists or pathologists) to reach a consensus "ground truth." For quantitative measurements, the "truth" is typically a measurement from a reference method or a well-established, previously validated method (in this case, the predicate device).
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
No. This type of study is typically for evaluating the performance of AI algorithms in conjunction with human readers, often in image interpretation tasks. This submission is for a clinical chemistry analyzer and reagents.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done
Yes, the studies presented are essentially "standalone" performance evaluations of the new ACE Axcel Clinical Chemistry System with the specific reagents. The system measures analyte concentrations automatically, and its performance (precision, accuracy, detection limit) is assessed without direct human intervention in the measurement process itself, although human operators load samples and maintain the system. The "comparison" is to the predicate device, which is also a standalone automated system.
7. The Type of Ground Truth Used
The "ground truth" used for accuracy (correlation) studies is the measurement result from the legally marketed predicate device: the Alfa Wassermann ACE Clinical Chemistry System and its corresponding ACE Reagents (K931786). This is a common approach for demonstrating substantial equivalence for in vitro diagnostic devices when a recognized gold standard method might not be readily available for routine testing or if the goal is to show equivalence to an existing market performer.
8. The Sample Size for the Training Set
Not applicable. This is not an AI/machine learning device that requires a training set in the conventional sense. The device is a traditional clinical chemistry analyzer based on established photometric and enzymatic reaction principles. The "training" for such a system would involve instrument calibration (which uses control materials, not a "training set" of patient data) and reagent manufacturing/quality control.
9. How the Ground Truth for the Training Set Was Established
Not applicable, as there is no "training set" for an AI algorithm. For instrument calibration, the "ground truth" for calibrators would be established by the manufacturer using reference methods or certified reference materials, and then verified through quality control materials.
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(396 days)
EASYRA ALKALINE PHOSPHATASE, ASPARTATE AMINOTRANSFERASE AND AMYLASE REAGENTS
The EasyRA Alkaline phosphatase (ALP) reagent is intended for the quantitative determination of alkaline phosphatase in human serum and plasma, using the MEDICA "EasyRA Chemistry Analyzer" in clinical laboratories. Measurement of alkaline phosphatase or its isoenzymes are used in the diagnosis and treatment of liver, bone, parathyroid and intestinal diseases. For in vitro diagnostic use only.
The EasyRA Aspartate Aminotranferase (AST) reagent is intended for the quantitative determination of the enzyme Aspartate Aminotranferase in human serum and plasma, using the MEDICA "EasyRA Chemistry Analyzer" in clinical laboratories. Measurement of alkaline phosphatase measurements are used in the diagnosis and treatment of certain types of liver and heart diseases. For in vitro diagnostic use only.
The EasyRA Amylase (AMY) reagent is intended for the quantitative determination of amylase in human serum and plasma, using the MEDICA "EasyRA Chemistry Analyzer" in clinical laboratories. a-Amylase in serum/plasma is used for the diagnosis and treatment of pancreatitis (inflammation of the pancreas) and other pancreatic disorders. For in vitro diagnostic use only.
Not Found
I am sorry, but the provided text does not contain the detailed information necessary to describe the acceptance criteria and the study that proves the device meets them in the format you requested. The document is a 510(k) clearance letter from the FDA for several "EasyRA" reagents. It focuses on the substantial equivalence determination and the indications for use of these diagnostic reagents.
Specifically, the document does not include:
- A table of acceptance criteria and reported device performance.
- Details about sample sizes for test sets, data provenance, training sets, or how ground truth was established for these.
- Information on the number or qualifications of experts used for ground truth, or adjudication methods.
- Any mention of multi-reader multi-case (MRMC) comparative effectiveness studies or standalone algorithm performance.
- The type of ground truth used (e.g., pathology, outcomes data).
The document is a regulatory approval, not a scientific study report. Therefore, I cannot fulfill your request based on the provided input.
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(116 days)
SYNCHRON SYSTEMS G7 AMYLASE (AMY7) REAGENT WITH MODEL(S) A71607
AMY7 reagent, in conjunction with SYNCHRON® System(s) and UniCel® DxC System(s), is intended for the quantitative determination of total Amylase activity in human serum, plasma or urine.
Amylase measurements are used primarily in the diagnosis and treatment of pancreatitis.
AMY7 reagent is used to measure the amylase activity by an enzymatic rate method. The system monitors the change in absorbance at 410 nanometers. This change in absorbance is directly proportional to the activity of AMY7 in the sample and is used by the System to calculate and express the total AMY7 activity.
The SYNCHRON G7 Amylase (AMY7) Reagent is designed for optimal performance on the SYNCHRON LX®, UniCel® DxC 600/800, and SYNCHRON CX® PRO Clinical Systems. The reagent kit contains two 200-test cartridges.
Acceptance Criteria and Device Performance for SYNCHRON® Systems G7 Amylase (AMY7) Reagent
This document describes the acceptance criteria and study proving the SYNCHRON® Systems G7 Amylase (AMY7) Reagent meets these criteria, based on the provided FDA 510(k) submission (K091846).
1. Table of Acceptance Criteria and Reported Device Performance
The provided document doesn't explicitly state "acceptance criteria" with numerical thresholds. Instead, it demonstrates substantial equivalence to a predicate device through various performance studies. The implicit acceptance criterion is that the candidate device's performance should be comparable to or better than the predicate device across critical metrics.
Based on the summary of performance data, the following table outlines the reported device performance for different studies. The "Acceptance Criteria" column reflects the implicit expectation for a new device to perform comparably to or better than the predicate.
Study Type | Device Performance (SYNCHRON G7 Amylase) | Implicit Acceptance Criteria (relative to Predicate) |
---|---|---|
Method Comparison (Serum) | ||
CX7 PRO | Slope: 1.150, Intercept: -4.089, R: 0.9999 (N=87) | High correlation (R close to 1.0), slope close to 1.0, intercept close to 0 |
DxC 600 | Slope: 1.081, Intercept: -3.364, R: 1.0000 (N=83) | High correlation (R close to 1.0), slope close to 1.0, intercept close to 0 |
Method Comparison (Urine) | ||
CX7 PRO | Slope: 1.109, Intercept: -2.086, R: 0.9997 (N=78) | High correlation (R close to 1.0), slope close to 1.0, intercept close to 0 |
DxC 600 | Slope: 1.039, Intercept: -0.703, R: 0.9997 (N=78) | High correlation (R close to 1.0), slope close to 1.0, intercept close to 0 |
Precision (CX7 PRO) | ||
Within-Run Serum/Plasma Level 1 | Mean: 75.8 U/L, SD: 1.3 U/L, %CV: 1.7 (N=80) | Low %CV for within-run precision |
Within-Run Serum/Plasma Level 2 | Mean: 899.5 U/L, SD: 4.7 U/L, %CV: 0.5 (N=80) | Low %CV for within-run precision |
Within-Run Serum/Plasma ORDAC | Mean: 1762.0 U/L, SD: 12.9 U/L, %CV: 0.7 (N=80) | Low %CV for within-run precision |
Within-Run Urine Level 1 | Mean: 54.9 U/L, SD: 1.3 U/L, %CV: 2.4 (N=80) | Low %CV for within-run precision |
Within-Run Urine Level 2 | Mean: 164.6 U/L, SD: 1.7 U/L, %CV: 1.1 (N=80) | Low %CV for within-run precision |
Within-Run Urine ORDAC | Mean: 1182.9 U/L, SD: 11.8 U/L, %CV: 1.0 (N=80) | Low %CV for within-run precision |
Total Imprecision Serum/Plasma Level 1 | Mean: 75.8 U/L, SD: 1.4 U/L, %CV: 1.8 (N=80) | Low %CV for total imprecision |
Total Imprecision Serum/Plasma Level 2 | Mean: 899.5 U/L, SD: 8.2 U/L, %CV: 0.9 (N=80) | Low %CV for total imprecision |
Total Imprecision Serum/Plasma ORDAC | Mean: 1762.0 U/L, SD: 34.9 U/L, %CV: 2.0 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine Level 1 | Mean: 54.9 U/L, SD: 1.4 U/L, %CV: 2.5 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine Level 2 | Mean: 164.6 U/L, SD: 1.9 U/L, %CV: 1.2 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine ORDAC | Mean: 1182.9 U/L, SD: 60.4 U/L, %CV: 5.1 (N=80) | Low %CV for total imprecision |
Precision (UniCel DxC 600) | ||
Within-Run Serum/Plasma Level 1 | Mean: 78.7 U/L, SD: 1.0 U/L, %CV: 1.3 (N=80) | Low %CV for within-run precision |
Within-Run Serum/Plasma Level 2 | Mean: 913.6 U/L, SD: 4.5 U/L, %CV: 0.5 (N=80) | Low %CV for within-run precision |
Within-Run Serum/Plasma ORDAC | Mean: 1775.4 U/L, SD: 8.7 U/L, %CV: 0.5 (N=80) | Low %CV for within-run precision |
Within-Run Urine Level 1 | Mean: 56.5 U/L, SD: 0.7 U/L, %CV: 1.2 (N=80) | Low %CV for within-run precision |
Within-Run Urine Level 2 | Mean: 168.4 U/L, SD: 0.9 U/L, %CV: 0.5 (N=80) | Low %CV for within-run precision |
Within-Run Urine ORDAC | Mean: 1181.0 U/L, SD: 6.0 U/L, %CV: 0.5 (N=80) | Low %CV for within-run precision |
Total Imprecision Serum/Plasma Level 1 | Mean: 78.7 U/L, SD: 0.8 U/L, %CV: 1.1 (N=80) | Low %CV for total imprecision |
Total Imprecision Serum/Plasma Level 2 | Mean: 913.6 U/L, SD: 5.5 U/L, %CV: 0.6 (N=80) | Low %CV for total imprecision |
Total Imprecision Serum/Plasma ORDAC | Mean: 1775.4 U/L, SD: 11.0 U/L, %CV: 0.6 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine Level 1 | Mean: 56.5 U/L, SD: 0.7 U/L, %CV: 1.2 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine Level 2 | Mean: 168.4 U/L, SD: 1.1 U/L, %CV: 0.7 (N=80) | Low %CV for total imprecision |
Total Imprecision Urine ORDAC | Mean: 1181.0 U/L, SD: 55.5 U/L, %CV: 4.7 (N=80) | Low %CV for total imprecision |
The study details that "Equivalence is demonstrated through method comparison, stability, linearity, and imprecision experiments." The provided results for method comparison and precision support this claim by showing strong correlation coefficients and low coefficients of variation, indicating the device performs comparably to the predicate.
2. Sample Size Used for the Test Set and Data Provenance
The document refers to "test sets" in the context of method comparison and precision studies.
- Method Comparison Studies (Test Set Sample Sizes):
- Serum: N=87 (on CX7 PRO), N=83 (on DxC 600)
- Urine: N=78 (on CX7 PRO), N=78 (on DxC 600)
- Precision Studies (Test Set and Measurement Sample Sizes):
- Each of the 12 precision measurements (e.g., Within-Run Serum/Plasma Level 1 on CX7 PRO) was based on N=80 measurements. This means 80 individual readings or replicates were taken for each specific sample level/type/imprecision category on each platform.
- Data Provenance: The document does not specify the country of origin of the data or whether the data was retrospective or prospective.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts
This section is not applicable to this type of device. The SYNCHRON® Systems G7 Amylase (AMY7) Reagent is an in-vitro diagnostic assay for quantitative determination of amylase activity. The "ground truth" for such devices is typically established by comparing its measurements against a legally marketed predicate device (as done here) or against a recognized reference method, rather than through expert consensus on qualitative interpretation (like in imaging diagnostics). Therefore, no human experts were involved in establishing the ground truth for the test set in the way described.
4. Adjudication Method for the Test Set
This section is not applicable for the same reasons as point 3. No human adjudication was involved as the ground truth is based on quantitative measurements and comparison to a predicate device.
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 section is not applicable. This device is an automated in-vitro diagnostic reagent and does not involve "human readers" or "AI assistance" in the context of interpretation or a MRMC study.
6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done
This describes the nature of the device: it is a standalone automated assay. The performance data presented (method comparison, precision) reflects the algorithm's (reagent's) performance without human intervention in the measurement process after sample loading. The results are generated directly by the SYNCHRON® System(s) and UniCel® DxC System(s).
7. The Type of Ground Truth Used (expert consensus, pathology, outcomes data, etc.)
The ground truth for this device is established by comparison to a legally marketed predicate device (Thermo Fisher Scientific, Inc. Amylase EPS Reagent, K070064) using method comparison studies. This type of comparison demonstrates that the new device provides results that are substantially equivalent to a device already cleared by the FDA, implying that its measurements are generally accepted as accurate and reliable for the intended use. In addition, the device's inherent precision (reproducibility of results) is also assessed and forms part of its validated performance.
8. The Sample Size for the Training Set
The document does not provide details about a "training set" in the context of machine learning or AI models. For an IVD reagent, development and validation typically involve:
- Reagent formulation and optimization: This involves experiments to define the optimal concentrations of components, reaction times, etc., using various samples, analogous to a training phase by trial and error in product development.
- Verification studies (linearity, interference, etc.): These use various prepared samples to ensure the assay performs as expected.
- Validation studies (method comparison, precision, stability): These studies, as detailed in the document, use human biological samples to demonstrate performance against established methods.
The document directly presents validation study results. It does not separate data into distinct "training" and "test" sets in the machine learning sense, as the device is a chemical reagent, not an AI model.
9. How the Ground Truth for the Training Set Was Established
As noted in section 8, the concept of a "training set" with an associated ground truth in the AI context is not directly applicable here. The development and optimization of the reagent formulation implicitly involves establishing what constitutes an accurate amylase measurement (i.e., "ground truth") often through comparison to known standards, reference methods, or existing predicate devices during the development phase. However, the document does not detail this initial development process. The "ground truth" for the validation specified in this document is the performance of the predicate device.
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(238 days)
EASYRA AMYLASE, BUN, GLU-H, TRIG, URIC REAGENT
The EasyRA amylase Reagent (AMY) is for the measurement of a-Amylase in serum using the "EasyRA chemistry analyzer". Amylase measurements are used for the diagnosis and treatment of pancreatitis (inflammation of the pancreas) and other pancreatic disorders. For in vitro diagnostic use only.
The EasyRA Blood Urea Nitrogen (BUN) Reagent is for the measurement of urea in serum using the "EasyRA chemistry analyzer". Urea measurements in serum are used for the diagnosis and treatment of certain renal and metabolic diseases. For in vitro diagnostic use only.
The EasyRA Glucose hexokinase (GLU-H) Reagent is for the measurement of glucose in serum using the "EasyRA chemistry analyzer". Glucose measurements are used in the diagnosis and treatment of carbohydrate metabolism disorders including diabetes mellitus, neonatal hypoglycemia, and pancreatic islet cell carcinoma. . For in vitro diagnostic use only.
The EasyRA Triglyceride (TRIG) Reagent is for the measurement of triglycerides in serum using the "EasyRA chemistry analyzer". Triglyceride measurements are used in the diagnosis and treatment of diabetes mellitus, nephrosis, liver obstruction, and other diseases involving lipid metabolism or various endocrine disorders. For in vitro diagnostic use only.
The EasyRA Uric Acid (URIC) Reagent is for the measurement of uric acid in serum using the "EasyRA chemistry analyzer". Uric Acid measurements are used in the diagnosis and treatment of renal and metabolic disorders, including renal failure, gout, leukemia, psoriasis, starvation or other wasting conditions, and of patients receiving cytotoxic drugs. For in vitro diagnostic use only.
Not Found
The provided text is a 510(k) premarket notification approval letter for several EasyRA reagents used with the EasyRA chemistry analyzer. It does not contain information about acceptance criteria, the study design, sample sizes, ground truth establishment, or expert qualifications for demonstrating device performance.
Therefore, I cannot fulfill your request to describe the acceptance criteria and the study that proves the device meets those criteria based solely on the provided text. The document confirms that the devices are substantially equivalent to legally marketed predicate devices, but it does not detail the specific performance studies that led to this determination.
To answer your questions, I would need access to the actual 510(k) submission document (K080823) which would contain the performance summary.
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(329 days)
S40 CLINICAL ANALYZER, S TEST ALP, S TEST AMYLASE, S TEST AST
The S-Test Alkaline Phosphatase Reagent is intended for the quantitative determination of alkaline phosphatase activity in serum or heparin plasma using the S40 Clinical Analyzer. Measurements of alkaline phosphatase are used in the diagnosis and treatment of liver, bone, parathyroid, and intestinal diseases. This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The S-Test Amylase Reagent is intended for the quantitative determination of amylase activity in serum or heparin plasma using the S40 Clinical Analyzer. Amylase measurements are used primarily for the diagnosis and treatment of pancreatitis (inflammation of the pancreas). This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The S-Test Aspartate Aminotransferase Reagent is intended for the quantitative determination of aspartate aminotransferase activity in serum or heparin plasma using the S40 Clinical Analyzer. Aspartate aminotransferase measurements are used in the diagnosis and treatment of certain types of liver and heart disease. This test is intended for use in clinical laboratories or physician office laboratories. For in vitro diagnostic use only.
The S-Test alkaline phosphatase (ALP) reagent cartridge used with the S40 Clinical Analyzer is intended for quantitative in vitro diagnostic determination of ALP activity in serum or heparin plasma based on an enzymatic photometric test using p -nitrophenyl phosphate as a substrate.
The S-Test amylase (AMY) reagent cartridge used with the S40 Clinical Analyzer is intended for quantitative in vitro diagnostic determination of amylase activity in serum or heparin plasma based on an enzymatic photometric test using 2-chloro-4-nitrophenyl-alpha-galactopyranosyl maltoside (Gal-G2-CNP) as a substrate.
The S-Test aspartate aminotransferase (AST) reagent cartridge used with the S40 Clinical Analyzer is intended for quantitative in vitro diagnostic determination of AST in serum or heparin plasma based on an enzymatic photometric test using L-aspartate and alpha-ketoglutarate as substrates.
Here's a summary of the acceptance criteria and study details for the S-Test ALP, AMY, and AST reagent cartridges, extracted from the provided text:
1. Table of Acceptance Criteria and Reported Device Performance
The acceptance criteria are implied by the reported performance, which demonstrates substantial equivalence to predicate devices. The study compares the performance of the S-Test reagents on the S40 Clinical Analyzer against comparison methods.
Metric | Acceptance Criteria (Implied) | Reported Performance (S-Test ALP) | Reported Performance (S-Test AMY) | Reported Performance (S-Test AST) |
---|---|---|---|---|
Precision | Comparable to predicate devices and acceptable for intended use. | In-house (22 days, 3 ALP levels): Within-run CV: 2.2-3.5%; Total CV: 5.4-5.7%. POL sites (5 days, 3 ALP levels): Within-run CV: 1.5-4.4%; Total CV: 1.5-4.9%. | In-house (22 days, 3 AMY levels): Within-run CV: 1.7-2.4%; Total CV: 6.4-8.2%. POL sites (5 days, 3 AMY levels): Within-run CV: 1.0-6.4%; Total CV: 1.0-6.6%. | In-house (22 days, 3 AST levels): Within-run CV: 0.8-2.5%; Total CV: 4.4-4.9%. POL sites (5 days, 3 AST levels): Within-run CV: 0.8-4.8%; Total CV: 0.9-7.0%. |
Accuracy | High correlation with comparison methods. | Correlation Study (180 samples, 28-733 U/L): Correlation coefficient: 0.997; Standard error estimate: 10.9; CI slope: 0.929-1.009; CI intercept: -4.43-2.02. POL sites (patient correlation): Correlation coefficients: 0.996-0.998; Standard error estimates: 10.4-14.3; CI slopes: 0.963-1.011; CI intercepts: -2.5-15.6. | Correlation Study (196 samples, 9-1461 U/L): Correlation coefficient: 0.997; Standard error estimate: 21.0; CI slope: 0.932-1.005; CI intercept: 0.56-5.81. POL sites (patient correlation): Correlation coefficients: 0.997; Standard error estimates: 35.6-37.0; CI slopes: 0.914-0.960; CI intercepts: -7.4-21.6. | Correlation Study (177 samples, 10-333 U/L): Correlation coefficient: 0.998; Standard error estimate: 4.5; CI slope: 0.986-1.042; CI intercept: -1.75-0.09. POL sites (patient correlation): Correlation coefficients: 0.998; Standard error estimates: 6.3-6.7; CI slopes: 1.041-1.110; CI intercepts: -7.7-4.9. |
Sensitivity | Detection limits suitable for clinical use. | Detection limit: 20 U/L. | Detection limit: 8 U/L. | Detection limit: 8 U/L. |
2. Sample Sizes Used for the Test Set and Data Provenance
- S-Test ALP:
- Accuracy (Correlation Study): 180 samples.
- Accuracy (Patient Correlation Studies): Not explicitly stated, but conducted at four separate POL sites, implying a collection of patient samples.
- S-Test AMY:
- Accuracy (Correlation Study): 196 samples.
- Accuracy (Patient Correlation Studies): Not explicitly stated, but conducted at four separate POL sites.
- S-Test AST:
- Accuracy (Correlation Study): 177 samples.
- Accuracy (Patient Correlation Studies): Not explicitly stated, but conducted at four separate POL sites.
Data Provenance: The studies were conducted "in-house" and at "three/four separate Physician Office Laboratories (POL) sites." This suggests a mix of laboratory and real-world clinical settings, likely within the US given the submission to the FDA. The data is presented as if it's from prospective collection for the study, as it involved assaying samples on the new device and a comparison method.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and the Qualifications of Those Experts
This information is not provided in the summary. The study relies on "comparison methods" to establish the reference values for the samples, rather than human expert interpretation of raw data. The performance is assessed by comparing the S-Test results to these established comparison methods.
4. Adjudication Method for the Test Set
This information is not applicable as the ground truth is established by "comparison methods" (presumably other validated IVD assays), not by human interpretation requiring adjudication.
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
An MRMC comparative effectiveness study was not performed. This submission is for an in vitro diagnostic (IVD) reagent cartridge for quantitative determination of analytes, not a device requiring human interpretation of images or other qualitative data that would benefit from an MRMC study with human readers (or AI assistance).
6. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done
This study is inherently a standalone performance evaluation of the reagent cartridges used with the S40 Clinical Analyzer. The "algorithm" here is the enzymatic photometric test and the analyzer's processing of the photometric data to produce a quantitative result. The performance data presented (precision, accuracy, sensitivity) directly reflects the standalone capabilities of the device without human intervention in the result generation process itself.
7. The type of ground truth used
The ground truth was established by "comparison methods." This refers to existing, legally marketed, and presumably validated IVD assays for ALP, AMY, and AST. The performance of the S-Test reagents was compared directly to the results obtained from these comparison methods on the same samples.
8. The Sample Size for the Training Set
This information is not provided. As these are chemical reagents and an analyzer system, there isn't a "training set" in the sense of machine learning algorithms that learn from data. The reagents and analyzer system are developed and validated through chemical and engineering principles.
9. How the Ground Truth for the Training Set Was Established
This information is not applicable as there is no mention of a "training set" in the context of this IVD device. The development and validation of such a system would involve extensive analytical characterization (e.g., linearity, interference, stability) and verification against known standards and reference materials, rather than a data-driven "ground truth" for training.
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