HEVYLITE HUMAN IGA KAPPA KIT FOR USE ON SIEMENS BNII, HEVYLITE HUMAN IGA LAMBDA KIT FOR USE ON SIEMENS BNII
K140105 · The Binding Site · OPX · Mar 18, 2014 · Immunology
Device Facts
Record ID
K140105
Device Name
HEVYLITE HUMAN IGA KAPPA KIT FOR USE ON SIEMENS BNII, HEVYLITE HUMAN IGA LAMBDA KIT FOR USE ON SIEMENS BNII
Applicant
The Binding Site
Product Code
OPX · Immunology
Decision Date
Mar 18, 2014
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 866.5510
Device Class
Class 2
Attributes
Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K140105 · Mar 18, 2014
HEVYLITE HUMAN IGA KAPPA KIT FOR USE ON SIEMENS BNII, HEVYLITE HUMAN IGA LAMBDA KIT FOR USE ON SIEMENS BNII
The Binding Site
Archived serum samples from clinical sites; Patient medical records/laboratory assessments
Retrospective analysis of serial sequential serum samples from 97 patients with IgA multiple myeloma to evaluate the clinical performance of the Hevylite IgA kappa/lambda ratio for monitoring treatment response compared to NCCN guidelines.
Hevylite IgA Pivotal Trial; Retrospective study using serial sequential samples; Follow-up/Duration: Median monitoring duration 216-1014 days depending on site
Patients diagnosed with IgA multiple myeloma; Sample Size: 76 patients (428 observations); Number of Sites: 3 (France, Austria, UK)
NCCN v1.2011 response criteria (SPEP, IFE, bone marrow)
Concordance of HLC ratio response classification with NCCN-determined response
Indications for Use
Hevylite Human IgA Kappa is a quantitative in vitro assay performed on the Siemens BN II nephelometer for the measurement of IgA kappa (IgA heavy chain and lambda light chain intact immunoglobulin) in serum. Measurement of Hevylite Human IgA Kappa is used alongside Hevylite Human IgA Lambda to calculate the IgA kappa/IgA lambda ratio. The Hevylite Human IgA kappa/IgA lambda ratio can be used when monitoring previously diagnosed IgA multiple myeloma and is used in conjunction with other laboratory tests and clinical evaluations. The assignment of complete response is reliant upon other tests including immunofixation, bone marrow and urine assessments. Hevylite Human IgA Lambda is a quantitative in vitro assay performed on the Siemens BN II nephelometer for the measurement of IgA lambda (IgA heavy chain and lambda light chain intact immunoglobulin) in serum. Measurement of Hevylite Human IgA Lambda is used alongside Hevylite Human IgA Kappa to calculate the IgA kappa/IgA lambda ratio. The Hevylite Human IgA kappa/IgA lambda ratio can be used when monitoring previously diagnosed IgA multiple myeloma and is used in conjunction with other laboratory tests and clinical evaluations. The assignment of complete response is reliant upon other tests including immunofixation, bone marrow and urine assessments.
Device Story
Hevylite IgA Kappa and Lambda kits are quantitative in vitro nephelometric assays for serum IgA kappa and IgA lambda. The device measures intact immunoglobulin heavy/light chain pairs; calculates IgA kappa/IgA lambda ratio. Used in clinical laboratories on Siemens BN II systems; operated by laboratory technicians. Input: patient serum samples. Principle: polyclonal monospecific sheep anti-IgA antibodies bind junctional epitopes; light scatter measured via nephelometry; scatter intensity proportional to antigen concentration. Output: quantitative IgA concentrations and ratio. Healthcare providers use these results alongside standard clinical assessments (SPEP, immunofixation, bone marrow) to monitor disease progression or treatment response in IgA multiple myeloma patients. Benefits include objective monitoring of monoclonal protein levels to assist in determining clinical response criteria.
Clinical Evidence
Retrospective study of 76 IgA multiple myeloma patients (449 sequential samples). Compared Hevylite IgA kappa/lambda ratio response classification against NCCN v1.2011 guidelines. Sensitivity 89% (95% CI 85-92%), specificity 84% (95% CI 76-90%). Weighted kappa 0.87 (bootstrap). Results demonstrate concordance with standard clinical response criteria.
Technological Characteristics
Quantitative nephelometric assay. Reagents: polyclonal monospecific sheep anti-IgA antisera (anti-IgA kappa or anti-IgA lambda). Preservative: 0.099% sodium azide. Instrument: Siemens BN II. Calibration: single-level calibrator, autodiluted to 5-point curve. Traceability: ERM-DA470k. Sample matrix: serum. Stability: 21 days at 2-8°C.
Indications for Use
Indicated for the quantitative measurement of IgA Kappa and IgA Lambda intact immunoglobulins in serum to calculate the IgA Kappa/Lambda ratio for monitoring patients with previously diagnosed IgA multiple myeloma, in conjunction with other clinical and laboratory evaluations.
Regulatory Classification
Identification
An immunoglobulins A, G, M, D, and E immunological test system is a device that consists of the reagents used to measure by immunochemical techniques the immunoglobulins A, G, M, D, an E (serum antibodies) in serum. Measurement of these immunoglobulins aids in the diagnosis of abnormal protein metabolism and the body's lack of ability to resist infectious agents.
Predicate Devices
Hevylite IgA Kappa and IgA Lambda kit (k082823)
Submission Summary (Full Text)
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# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY ASSAY ONLY TEMPLATE
A. 510(k) Number:
k140105
B. Purpose for Submission:
New monitoring claim
C. Measurand:
Immunoglobulin IgA Kappa (combined α heavy and κ light chain) and Immunoglobulin IgA Lambda (combined α heavy and λ light chain)
D. Type of Test:
Quantitative, Nephelometry
E. Applicant:
The Binding Site Group, Ltd.
F. Proprietary and Established Names:
Hevylite™ Human IgA Kappa Kit for use on Siemens BN™ II Systems
Hevylite™ Human IgA Lambda Kit for use on Siemens BN™ II Systems
G. Regulatory Information:
1. Regulation section:
21 CFR §866.5510, Immunoglobulins A, G, M, D, and E Immunological Test System
2. Classification:
Class II
3. Product code:
OPX - IgA kappa (Heavy and Light chain Combined). Antigen, antiserum, control
OPY - IgA lambda (Heavy and Light chain Combined). Antigen, antiserum, control
4. Panel:
Immunology (82)
H. Intended Use:
1. Intended use(s):
Hevylite Human IgA Kappa is a quantitative in vitro assay performed on the Siemens BN II nephelometer for the measurement of IgA kappa (IgA heavy chain and lambda light chain intact immunoglobulin) in serum. Measurement of Hevylite Human IgA Kappa is used alongside Hevylite Human IgA Lambda to
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calculate the IgA kappa/IgA lambda ratio. The Hevylite Human IgA kappa/IgA lambda ratio can be used when monitoring previously diagnosed IgA multiple myeloma and is used in conjunction with other laboratory tests and clinical evaluations. The assignment of complete response is reliant upon other tests including immunofixation, bone marrow and urine assessments.
Hevylite Human IgA Lambda is a quantitative in vitro assay performed on the Siemens BN II nephelometer for the measurement of IgA lambda (IgA heavy chain and lambda light chain intact immunoglobulin) in serum. Measurement of Hevylite Human IgA Lambda is used alongside Hevylite Human IgA Kappa to calculate the IgA kappa/IgA lambda ratio. The Hevylite Human IgA kappa/IgA lambda ratio can be used when monitoring previously diagnosed IgA multiple myeloma and is used in conjunction with other laboratory tests and clinical evaluations. The assignment of complete response is reliant upon other tests including immunofixation, bone marrow and urine assessments.
2. Indication(s) for use:
Same as intended use.
3. Special conditions for use statement(s):
For prescription use only.
Warning: The result of Hevylite Human IgA Kappa in a given specimen determined with assays with different manufacturers can vary due to differences in assay methods and reagent specificity. The results reported by the laboratory to the physician must include the identity of the Hevylite Human IgA Kappa assay used. Values obtained with different assay methods cannot be used interchangeably. If, in the course of monitoring a patient, the assay method used for determining Hevylite IgA Kappa levels serially is changed, additional sequential testing should be carried out. Prior to changing assays, the laboratory MUST confirm baseline values for patients being serially monitored.
Warning: The result of Hevylite Human IgA Lambda in a given specimen determined with assays with different manufacturers can vary due to differences in assay methods and reagent specificity. The results reported by the laboratory to the physician must include the identity of the Hevylite Human IgA Lambda assay used. Values obtained with different assay methods cannot be used interchangeably. If, in the course of monitoring a patient, the assay method used for determining Hevylite Human IgA Lambda levels serially is changed, additional sequential testing should be carried out. Prior to changing assays, the laboratory MUST confirm baseline values for patients being serially monitored.
4. Special instrument requirements:
Siemens Dade Behring Nephelometer™ II (BN™ II) (k943997)
I. Device Description:
The Hevylite™ Human IgA Kappa and IgA Lambda Kits contain vials of ready-to-use polyclonal monospecific sheep anti-IgA antisera against combined α heavy and κ
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light chain or combined $\alpha$ heavy and $\lambda$ light chain, a single level calibrator, controls (low and high) and supplementary reagent in liquid form. The reagents contain $0.099\%$ sodium azide as preservative.
# J. Substantial Equivalence Information:
1. Predicate device name(s) and predicate 510(k) number(s):
Hevylite IgA Kappa and IgA Lambda kit (k082823)
2. Comparison with predicate:
The following devices were also used to establish substantial equivalence in the method comparison evaluation of this device: Sebia Hydragel 30 B1-B2 SPE Kit (k960029), Sebia Hydragel 4 IF Kit (k960669), and Siemens Dade Behring Total IgA (k042735).
| Similarities | | |
| --- | --- | --- |
| Item | Device Hevylite™ IgA Kappa and IgA Lambda Kit | Predicate Hevylite IgA Kappa and IgA Lambda kit |
| Method | Nephelometric | Same |
| Instrument | Siemens BN™ II | Same |
| Analyte | IgA Kappa and Lambda | Same |
| Antibody | Sheep anti-human combined α heavy and κ light chain or combined α heavy and λ light chain | Same |
| Control | Binding Site High and Low Control | Same |
| Sample Matrix | Serum | Same |
| Measuring Range | At standard 1/100 dilution: IgA Kappa: 0.35 - 11.2 g/L IgA Lambda: 0.33 - 10.4 g/L Extended Range for IgA Kappa: 1/5 dilution: 0.018 – 0.56 g/L 1/20 dilution: 0.07 – 2.24 g/L 1/400 dilution: 1.40 – 44.8 g/L 1/2000 dilution: 7.0 – 224 g/L Extended Range for IgA Lambda: 1/5 dilution: 0.016 – 0.520 g/L 1/20 dilution: 0.065 – 2.08 g/L 1/400 dilution: 1.40 – 41.6 g/L 1/2000 dilution: 6.5 – 208 g/L | Same |
| Calibrator | Single level Binding Site | Same |
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| Similarities | | |
| --- | --- | --- |
| Item | Device Hevylite™ IgA Kappa and IgA Lambda Kit | Predicate Hevylite IgA Kappa and IgA Lambda kit |
| | Hevylite Calibrator autodiluted by BN II to six different concentrations | |
| Reference Interval | IgA Kappa: 0.48 - 2.82 g/L IgA Lambda: 0.36 - 1.98 g/L IgA Kappa/IgA Lambda ratio: 0.80 - 2.04 | Same |
| Capture antibody | Sheep anti-human IgA combined | Same |
| Differences | | |
| --- | --- | --- |
| Item | Device | Predicate |
| Intended Use | Quantitative in vitro assay for the measurement of IgA kappa (IgA heavy chain and lambda light chain intact immunoglobulin) and IgA lambda (IgA heavy chain and lambda light chain intact immunoglobulin) in serum. Measurement of Hevylite Human IgA Kappa is used alongside Hevylite Human IgA Lambda to calculate the IgA kappa/IgA lambda ratio. The Hevylite Human IgA kappa/IgA lambda ratio can be used when monitoring previously diagnosed IgA multiple myeloma and is used in conjunction with other laboratory tests and clinical evaluations. The assignment of complete response is reliant upon other tests including immunofixation, bone marrow and urine assessments. | In vitro quantification of IgA Kappa (combined α heavy and κ light chain) concentration and IgA Lambda (combined α heavy and λ light chain) concentration in human serum. The test result is to be used with previously diagnosed IgA multiple myeloma, in conjunction with other clinical and laboratory findings. |
| Sample Stability | 21 days at 2 - 8°C | 48 hours at 2 - 8°C |
K. Standard/Guidance Document Referenced (if applicable):
None provided?
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L. Test Principle:
Hevylite antibodies bind specifically to junctional epitopes formed where the immunoglobulin heavy chain is in contact with the light chain.
Evaluating the concentration of a soluble antigen by nephelometry involves the addition of the test sample (with either IgA kappa (IgAκ) or IgA lambda (IgAλ)) to a solution containing the appropriate antibody (anti-IgAκ or anti-IgAλ) in a reaction vessel or cuvette. A beam of light is passed through the cuvette and as the antigen-antibody reaction proceeds, the light passing through the cuvette is scattered increasingly as insoluble immune complexes are formed. The antibody in the cuvette is in excess so the amount of immune complex formed is proportional to the antigen concentration. In nephelometry, the light scatter is monitored by measuring the light intensity at an angle away from incident light. The single calibrator included with the kits is automatically diluted on the BNII to produce a five point calibration curve of measured light scatter versus antigen concentration. Samples of unknown antigen concentration can then be assayed and the results read from the calibration curve.
M. Performance Characteristics (if/when applicable):
1. Analytical performance:
a. Precision/Reproducibility:
See k082823 for original precision studies.
A study of lot-to-lot precision was based on CLSI EP05-A2. Three different serum samples were tested for 21 days with 2 runs per day; each sample was run in duplicate within each run for a total of 84 replicates per sample. This was carried out using three reagent lots (batches). Each batch was tested every three days over the course of the study (Day 1, Batch 1: Day 2 Batch 2, etc.) so that each batch was tested a total of seven times. The tested samples represented low, mid-range, and high concentrations across the assay range.
Quality control procedures were followed during the study by running control samples during each run. The analyzer was recalibrated if the controls did not meet their predetermined acceptance criteria.
| IgA Kappa | Batch 1 Mean (g/L) | Batch 2 Mean (g/L) | Batch 3 Mean (g/L) | Inter-Batch Mean (g/L) | SD (g/L) | CV (%) |
| --- | --- | --- | --- | --- | --- | --- |
| Low (2.92 g/L) | 2.89 | 2.99 | 2.88 | 2.92 | 0.06 | 2.0 |
| Medium (11.26 g/L) | 11.46 | 11.21 | 11.09 | 11.26 | 0.19 | 1.7 |
| High (24.05 g/L) | 23.65 | 24.81 | 23.68 | 24.05 | 0.66 | 2.8 |
| IgA Lambda | Batch 1 Mean (g/L) | Batch 2 Mean (g/L) | Batch 3 Mean (g/L) | Inter-Batch Mean (g/L) | SD (g/L) | CV (%) |
| --- | --- | --- | --- | --- | --- | --- |
| Low | 1.34 | 1.40 | 1.42 | 1.39 | 0.04 | 3.1 |
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| (1.38 g/L) | | | | | | |
| --- | --- | --- | --- | --- | --- | --- |
| Medium (5.91 g/L) | 5.94 | 5.77 | 6.02 | 5.91 | 0.13 | 2.2 |
| High (10.83 g/L) | 10.32 | 11.20 | 10.98 | 10.83 | 0.46 | 4.2 |
b. Linearity/assay reportable range:
See k082823
c. Traceability, Stability, Expected values (controls, calibrators, or methods):
See k082823
The calibrator and the controls are processed human sera with the target analyte levels given below; an Internal Reference (IR) used to control and validate calibration between batches is traceable to reference material ERM-DA470k:
| | IgA kappa (g/L) | IgA lambda (g/L) |
| --- | --- | --- |
| Calibrator | 5.5 | 2.8 |
| Low Control | 4.0 | 2.0 |
| High Control | 16.0 | 8.0 |
An increase in the claimed sample stability to 21 days at 2 – 8°C from 48 hours at 2 – 8°C in k082823 was supported by a study that demonstrated less than 15% difference between the Day 0 and Day 21 samples. The sponsor refers users to WHO document “Use of Anticoagulants in Diagnostic Laboratory Investigations" (WHO/DIL/LAB/99.1 Rev. 1) for advice on long term storage of samples.
d. Detection limit:
See k082823
e. Analytical specificity:
See k082823
f. Assay cut-off:
See k082823
2. Comparison studies:
a. Method comparison with predicate device:
See k082823
b. Matrix comparison:
Not applicable.
3. Clinical studies:
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a. Clinical Sensitivity and specificity:
Purpose of study:
In multiple myeloma (MM) the production of a monoclonal immunoglobulin is frequently associated with reduced production of polyclonal immunoglobulins. For example, in a myeloma patient with an elevated concentration of IgAκ produced by their tumor the concentration of IgAλ will be frequently suppressed below the normal level. Therefore, the determination of the IgAκ/IgAλ ratio in a MM patient (and it's comparison with a normal range) may provide an indication of monoclonal IgA production.
Differences between the κ/λ ratio obtained at baseline and during patient follow-up may provide an indication of patient response to treatment, and the results might be used to assist in determining patients' response criteria to treatment in a way similar to international response criteria.
The current standard of practice for monitoring responses and relapses in multiple myeloma involve serum protein electrophoresis (SPEP) and immunofixation (to determine complete response). International guidelines such as the National Comprehensive Cancer Network Clinical Practice Guidelines for Multiple Myeloma (NCCN) use reductions of monoclonal protein by SPEP and normalization of IFE to stratify response.
The aim of the study was to evaluate the performance of Hevylite IgA κ/λ ratios in monitoring MM. Hevylite κ/λ ratios and other criteria were used to assess response based on a set of criteria developed in a cut-off study. The response was then compared to the NCCN-determined response which is based on a set of reference techniques used to assess the clinical status of previously diagnosed MM patients during treatment.
Study design:
This was a retrospective study, utilizing serial sequential samples from IgA MM patients. These samples were divided into a cut-off study and a pivotal study. Samples were collected from clinical trials taking place at three sites: Centre René Gauducheau, Nantes/St. Herblain, France, Wilhelminenspital Der Stat Wien, Vienna, Austria, and University of Birmingham, Birmingham, United Kingdom. Final total enrollment was 97 patients; 509 sequential samples were evaluated.
Patients/samples were included in the study if they met these criteria:
- Diagnosed with MM as defined by the International Multiple Myeloma Working Group.
- Samples collected in accordance with the protection of subjects described in "Informed Consent for In Vitro Diagnostic Device Studies Using Leftover Human Specimens that are not Individually Identifiable."
- Appropriate quantities of archived serum samples stored either at 4°C for less than 4 weeks or at -20°C for less than 20 years were available.
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- Subject samples with a baseline sample and at least one follow-up sample available and at least 3 weeks between each sample.
- Appropriate records of laboratory assessments available for each sample time point.
Patients/samples were excluded from the study if they met these criteria:
- Patients with biclonal disease (identified by the presence of two different classes of monoclonal protein identified by IFE at presentation)
- Oligosecretory patients (identified by the presence of <10 g/L of monoclonal protein at presentation)
- Nonsecretory patients, or light chain MM at presentation
- Missing data at baseline, no follow-up samples, or if there was >364 days between presentation and the first follow-up sample.
- Hemolysed, contaminated or excessive lipemic samples
Samples were analyzed at the clinical sites and at The Binding Site’s laboratories. Results were classified into NCCN v1.2011 response criteria categories using available reference techniques data, and into HLC response categories using the ratio cut-offs described in the next section. Concordance was assessed using cross tabulation and estimates of sensitivity/specificity. Agreement between the classifications was evaluated using quadratic weighted kappa and associated boot strap analysis. In addition, individual assessment charts were provided for each subject.
Establishment of cut-offs:
An analysis was performed to establish cut-off values for classifying clinical response to treatment in MM by Hevylite IgA κ/λ ratios. Sixty samples from 21 patients were analyzed (14 IgAκ and 7 IgAλ). These patients were randomly selected from the samples from the Nantes and Vienna studies. The patients/samples used to establish the cut-off values were not used in the pivotal study.
The cut-offs were developed as follows:
- The results were classified according to the international response criteria.
- The results were then ranked according to % change in HLC ratio (smallest to largest).
- The HLC cut-off points were set in order to give the greatest number of concordant results in the complete data set.
- The precise values of HLC cut-offs were calculated by taking the midpoint of the two samples between which the cut-off point has been set.
Responses were categorized in accordance with NCCN Guidelines v.1.2011 by using the percentage (%) change in SPEP or total IgA from baseline. Responses were characterized as progressive disease (PD), stable disease (SD), partial response (PR), very good partial response (VGPR) and complete response (CR):
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Table 1: Comparison of Treatment Response Classification – NCCN v1.2011 and Hevylite IgA kappa/lambda ratio (HLC ratio)
| Response | NCCN v1.2011 | Disease Monitoring Using HLC IgA |
| --- | --- | --- |
| Complete Response (CR) | Negative IFE on the serum and urine and disappearance of any soft tissue plasmacytomas and ≤5% plasma cells in bone marrow | HLC ratio within the normal range (IgAκ/IgAλ 0.80-2.04) and negative urine immunofixation and ≤5% plasma cells in bone marrow (where available) |
| Very Good Partial Response (VGPR) | Serum and urine M protein detectable by IFE but not SPEP or ≥90% reduction in serum M protein level plus urine M protein level <100 mg per 24 hours | >94% reduction of HLC ratio from baseline and urine M protein level <100 mg per 24 hours. |
| Partial Response (PR) | ≥50% reduction of serum M protein and reduction in 24 hour urinary M protein by ≥90% or to <200 mg per 24 hours. | Reduction of HLC ratio from baseline between 60 – 94% and reduction in 24 hour urinary M protein by ≥90% or to <200 mg per 24 hours. |
| Stable Disease (SD) | Not meeting criteria for CR, VGPR, PR or progressive disease | A change in HLC ratio from baseline <24% increase but <60% reduction. |
| Progressive Disease (PD) | Increase of ≥25% from baseline in 1 or more:
• Serum M-component and/or (the absolute increase must be ≥0.5 g/dL)
• Urine M component and/or (the absolute increase must be ≥200mg/24hr)
• Bone marrow plasma cell percentage: the absolute percentage must be ≥10%
• Definite development of new bone lesions or soft tissue plasmacytomas or definite increase in the size of existing bone lesions or soft tissue plasmacytomas
• Development of hypercalcemia | ≥24% increase in HLC ratio from baseline (the absolute increase in involved IgA must be ≥ 5 g/L) or a ≥25% increase in urine M-component from baseline (the absolute increase must be ≥200mg/24hr) |
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# Pivotal Study:
# Study Design:
Samples were obtained from the two clinical sites above and the University of Birmingham, Birmingham, UK. Seventy-six (76) IgA MM patients (48 IgA $\kappa$ and 28 IgA $\lambda$ ) from the three clinical sites generated 428 observations.
Demographic information is detailed in Table 2.
Table 2: Demographic Characteristics of Patients and Samples Enrolled in Hevylite IgA Pivotal Trial
| IgA Demographics | | Vienna | Nantes | Birmingham | Total |
| --- | --- | --- | --- | --- | --- |
| Patients (n) | | 30 | 31 | 15 | 76 |
| IgA isotype | Kappa | 19 | 18 | 11 | 48 |
| | Lambda | 11 | 13 | 4 | 28 |
| Age median (range) | | 62 (32 – 81) | NR* | 59.8 (49 – 63) | 60 (32 – 81) |
| Sex | Male | 15 | 18 | 7 | 40 |
| | Female | 10 | 13 | 8 | 31 |
| | NR | 5 | 0 | 0 | 5 |
| ISS at diagnosis | Stage 1 | 9 (30%) | 9 (29%) | 6 (40%) | 24 (32%) |
| | Stage 2 | 14 (47%) | 13 (42%) | 5 (33%) | 32 (42%) |
| | Stage 3 | 7 (23%) | 8 (26%) | 4 (27%) | 19 (25%) |
| | NR | 0 | 1 (3%) | 0 | 1 (1%) |
| # sequential samples | | 83 | 171 | 195 | 449 |
| # samples/patient median (range) | | 3 (1- 4) | 4 (1 – 17) | 11 (1 – 31) | |
| Median days monitoring (range) | | 216 (99 – 536) | 336 (32 -1909) | 1014 (107 – 2722) | |
*NR = not recorded
Assignment of classification was based on the criteria detailed in Table 1, using all assay data available. In some cases, complete datasets were not available for all patients. For example, serum analysis data were available for all 76 patients but urine analysis data were only available for 48/76 patients. Bone marrow analysis was available for 7 of the 40 patients whose IFE had been interpreted as negative or oligoclonal.
M-immunoglobulin could not be accurately quantified at in the initial sample by SPEP in 23/76 patients. In these cases, as recommended by NCCN, total IgA was used as a surrogate marker for M immunoglobulin. When assigning response to sequential samples, if protein could not be detected by SPEP, or if there was a $\geq 90\%$ decrease in total IgA, classification between VGPR and CR was distinguished by serum IFE (negative = CR, positive = VGPR). If serum IFE data was not reported, the physician's classification was assigned; where no physician response was available VGPR was assigned.
Because bone marrow data is an integral component of the NCCN assignment of CR but was not complete in many cases, two approaches to the assignment
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of CR to the reference method were taken: 1) CR was assigned in the absence of bone marrow data by the clinician based on other test results; and 2) CR was only assigned when the response was confirmed with bone marrow data. This produced two datasets, whose results are shown below.
## Data Analysis: Weighted Kappa Analysis
The first analysis took each sample from every patient and compared them to the baseline measurement to obtain information for the weighted kappa analysis. This method assessed response criteria at every time point and is not standard in the assessment of patient response in clinical practice. Two different approaches to the analysis were taken. The first analysis was a 'traditional' analysis where all data points were analyzed in a single analysis. This analysis makes the assumption that all data points were independent of each other, which may not be satisfied in this instance, as there were multiple measurements from most patients. Therefore, an alternative approach using a bootstrapping approach was employed. Rather than use a traditional bootstrap approach, where individual measurements were selected at random for each bootstrap sample, the selection was based on selecting individual patients. Each bootstrap sample selected patients at random, with replacement, from the dataset as a whole. If an individual patient was selected, then all individual data points from that patient were included in the sample.
Agreement is calculated as samples Responses are grouped as either in agreement (i.e. PD vs. PD), in minor disagreement (i.e. PD vs. SD), or in major disagreement (i.e. PD vs. PR).
Weighted kappa analysis: CR assigned without confirmatory bone marrow required
| | Predicate Response | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| | | PD | SD | PR | VGPR | CR | Total |
| HLC Response | PD | 21 | 6 | 0 | 0 | 0 | 27 |
| | SD | 56 | 80 | 33 | 2 | 0 | 121 |
| | PR | 0 | 18 | 77 | 22 | 0 | 117 |
| | VGPR | 0 | 0 | 25 | 49 | 16 | 90 |
| | CR | 1 | 0 | 0 | 14 | 79 | 94 |
| Total | | 28 | 104 | 135 | 87 | 95 | 449 |
| Agreement | | 75% | 77% | 57% | 56% | 83% | |
Traditional weighted kappa (95% CI): 0.88 (0.78 - 0.97)
Boot strapping (10000 samples) weighted kappa (95% CI): 0.87 (0.83 - 0.91)
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Weighted kappa analysis (w/ bone marrow): Assignment of CR requires BM biopsy information, otherwise maximal response is VGPR
| | Predicate Response | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| | | PD | SD | PR | VGPR | CR | Total |
| HLC Response | PD | 15 | 6 | 0 | 0 | 0 | 21 |
| | SD | 6 | 81 | 33 | 2 | 0 | 122 |
| | PR | 0 | 20 | 80 | 24 | 0 | 124 |
| | VGPR | 0 | 0 | 26 | 126 | 2 | 154 |
| | CR | 1 | 0 | 0 | 0 | 27 | 728 |
| Total | | 22 | 107 | 139 | 152 | 29 | 449 |
| Agreement | | 68% | 76% | 58% | 83% | 93% | |
Traditional weighted kappa (95% CI): 0.85 (0.75 - 0.94)
Boot strapping (10000 samples) weighted kappa (95% CI): 0.84 (0.78 - 0.89)
Data Analysis: Sensitivity and Specificity
The data set was dichotomized into samples that were assigned a PR, VGPR or CR (response) or SD or PD (no response) by the NCCN determination and HLC ratio in the weighted kappa analysis. A 2x2 cross table was produced, and sensitivity and specificity were calculated:
| | NCCN Determination | | | |
| --- | --- | --- | --- | --- |
| | | No Response | Response | Total |
| HLC determination | No Response | 108 | 35 | 143 |
| | Response | 21 | 285 | 306 |
| | Total | 129 | 320 | 449 |
| Statistics | Traditional analysis (95% CI) | Bootstrap analysis (95% CI) |
| --- | --- | --- |
| Sensitivity | 89% (85% - 92%) | 89% (83% - 94%) |
| Specificity | 84% (76% - 90%) | 84% (71% - 92%) |
Of the discordant samples, three (3) of 449 samples $(0.7\%)$ had major disagreement between the HLC ratio response determination and the NCCN response determination. In one sample, the NCCN assigned response was progressive disease (PR), but Hevylite IgA HLC classified the response as complete (CR). In this patient, a relapse from CR after 594 days was identified by a re-emergence of the disease and an increase in monoclonal immunoglobulin by $>5\mathrm{g / L}$ (Anderson et al, JNCCN, 2011, 9, 1146-1183). At this time the patient had an abnormal Hevylite IgA $\kappa /\lambda$ ratio, however an increase of $4\mathrm{g / L}$ in the involved immunoglobulin concentration did not meet
{12}
the relapse from CR criteria. The sponsor reports that the re-emergence of the clone did not coincide with symptomatic disease and therapy was not started until a later time point (719 days) when the patient had additional treatment to control the disease. At that time, both NCCN classification and Hevylite classification showed progressive disease.
In two samples, the NCCN assigned response was VGPR, but Hevylite IgA HLC classified the response as stable disease (SD). Both samples were from the same patient. This patient's M-immunoglobulin had decreased by 91% after 91 days and a VGPR was assigned by NCCN criteria. In contrast, while the patient's IgA κ/λ ratio had increased by 44% after 91 days, the total IgA concentration did not meet the criteria for progressive disease, and SD was assigned. Likewise, in the next patient sample (119 days after baseline) the patient's M-immunoglobulin had continued to decrease, a VGPR was assigned by NCCN criteria. Meanwhile, the patient's IgA κ/λ ratio had decreased by 53%, but the total IgA concentration did not meet the criteria for progressive disease, and SD was assigned. Subsequent sequential samples (n = 16) from this patient showed good agreement.
b. Other clinical supportive data (when a. is not applicable):
4. Clinical cut-off:
See discussion above.
5. Expected values/Reference range:
The assay has been previously cleared under k082823. In that study the normal range was found as follows:
| | Mean | Median | 95^{th} Percentile Sample Range |
| --- | --- | --- | --- |
| IgAκ | 1.24 | 1.19 | 2.19 –10.70 |
| IgAλ | 1.00 | 0.98 | 0.36 – 1.98 |
| IgA κ/λ ratio | 1.28 | 1.27 | 0.80 – 2.04 |
N. Proposed Labeling:
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
O. Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
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Learn the FDA Browser
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.