K Number
K160153
Device Name
ABL90 FLEX PLUS
Date Cleared
2016-11-04

(287 days)

Regulation Number
862.1120
Panel
CH
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The ABL90 FLEX PLUS analyzer is an in vitro diagnostic, portable, automated analyser that quantitatively measures, pH, blood gases, electrolytes, glucose, lactate and oximetry in heparinized whole blood, and neonatal bilirubin in heparinized capillary whole blood.

The ABL90 FLEX PLUS analyzer is intended for use by trained technologists, nurses, physicians and therapists.

It is intended for use in a laboratory environment, near patient or point-of-care setting.

These tests are only performed under a physician's order.

Bilirubin measurements on the ABL90 FLEX PLUS analyzer are intended to aid in assessing the risk of kernicterus in neonates.

pH, pO2 and pCO2: pH, pCO2 and pO2 measurements are used in the diagnosis and treatment of life-threatening acid-base disturbances.

Potassium (cK+): potassium measurements are used to monitor electrolyte balance in the diagnosis and treatment of disease conditions characterized by low or high blood potassium levels.

Sodium (cNa+); sodium measurements are used in the diagnosis and treatment of aldosteronism. diabetes insipidus, adrenal hypertension, Addison's disease, dehydration,inappropriate antidiuretic secretion, or other diseases involving electrolyte imbalance.

Calcium (cCa2+): calcium measurements are used in the diagnosis and treatment of parathyroid disease, a variety of bone diseases, chronic renal disease and tetany.

Chloride (cCl-): chloride measurements are used in the diagnosis and treatment of electrolyte and metabolic disorders such a cystic fibrosis and diabetic acidosis.

Glucose (cGlu): qlucose measurements are used in the diagnosis and treatment of carbohydrate metabolism disorders including diabetes mellitus and idiopathic hypoqlycemia, and of pancreatic islet cell carcinoma.

Lactate (cLac): The lactate measurements measure the concentration of lactate in plasma. Lactate measurements are used to evaluate the acid-base status and are used in the diagnosis and treatment of lactic acidosis (abnormally high acidity of the blood.)

Total Hemoglobin (ctHb): total hemoglobin measurements are used to measure the hemoglobin content of whole blood for the detection of anemia.

sO2: oxygen saturation, more specifically the ratio between the concentration of oxyhemoqlobin and oxyhemoglobin plus reduced hemoqlobin.

FO2Hb: oxyhemoqlobin as a fraction of total hemoqlobin.

FCOHb: carboxyhemoglobin measurements are used to determine the carboxyhemoglobin content of human blood as an aid in the diagnosis of carbon monoxide poisoning.

FMetHb: methemoglobin as a fraction of total hemoglobin.

FHHb: reduced hemoqlobin as a fraction of total hemoglobin.

Fraction of Fetal Hemoglobin (FHbF): FHbF indicates the amount of fetal hemoglobin. FHbF is seldom used clinically.

Device Description

The ABL90 FLEX PLUS is a portable, automated system intended for in vitro testing of samples of whole blood for the parameters pH, pO2, pCO2, potassium, sodium, chloride, glucose, lactate, neonatal bilirubin, and co-oximetry parameters (total hemoglobin, oxygen saturation, and the hemoglobin fractions FO-Hb, FCOHb, FMetHb, FHHb and FHbF).

The manufacturer of the ABL90 FLEX PLUS is Radiometer Medical ApS.

The ABL90 FLEX PLUS consists of an instrument with a sensor cassette and a solution pack as the main accessories. Multiple models of sensor cassettes are available.

The various sensor cassette models for different parameter combinations. For each parameter combination, models allowing for different test load are available. The solution pack is available in two models differing in the number of tests available.

AI/ML Overview

The provided text describes the ABL90 FLEX PLUS analyzer, an in vitro diagnostic device. The submission is for a design change to an existing device, the ABL90 FLEX, with the introduction of the ABL90 FLEX PLUS which includes a mechanized inlet module (AutoInlet) and a Short Probe Mode.

Here's the breakdown of the acceptance criteria and study information:

1. Table of Acceptance Criteria and Reported Device Performance

The core of the performance evaluation is a "Method comparison of ABL90 FLEX PLUS Short Probe mode versus ABL90 FLEX syringe mode with inlet clip" and "Imprecision" studies. The reported device performance is that all acceptance criteria were met.

Method Comparison Acceptance Criteria & Performance:

ParameterAcceptance Criteria (Linear Regression)Reported Performance
SlopeBetween 0.95 and 1.05Slopes were between 0.95 and 1.05.
Coefficient of Determination (R²)> 0.97Coefficients of determination R² were > 0.97.
InterceptspH: ±0.75Intercepts were within acceptance criteria for all parameters.
pO2: ±11 mmHg
pCO2: ±4.5 mmHg
Cl-: ±11 mM
Na+: ±15 mM
K+: ±0.5 mM
Ca2+: ±0.5 mM
Glucose: ±0.6 mmol/L
Lactate: ±0.4 mmol/L
tHb: ±1.5 g/dL
sO2: ±10%
FO2Hb: ±10%
FCOHb: ±1%
FMetHb: ±1%
FHHb: ±2.4%
FHbF: ±21%
Neonatal bilirubin: ±28 μmol/L

Imprecision Acceptance Criteria & Performance:

ParameterAcceptance CriteriaReported Performance
Clinical PrecisionThe same or better clinical precision than originally determined for ABL90 FLEX (K092686 and K132691).All within-run and total imprecisions were within the acceptance criteria.
Within-run (Sr)Pooled across sites must be the same or better than originally determined for ABL90 FLEX (K092686 and K132691) at a 95% confidence level using a Chi-square test. Specific values are itemized in tables for capillary, syringe, and short probe modes.All within-run and total imprecisions were within the acceptance criteria.
Total Imprecision (ST)Pooled across sites must be the same or better than originally determined for ABL90 FLEX (K092686 and K132691) at a 95% confidence level using a Chi-square test. Specific values are itemized in tables for capillary, syringe, and short probe modes.All within-run and total imprecisions were within the acceptance criteria.

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

  • Method Comparison Test Set: "more than 40 samples (N) per parameter"
  • Data Provenance: Samples were "heparinized, leftover whole blood samples (analyzed 2-3 hours post draw)." The specific country of origin is not explicitly stated, but the submission is from Radiometer Medical ApS in Denmark, suggesting the study likely occurred in a European context or by their internal methods. The study is retrospective as it uses "leftover whole blood samples".

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

Not applicable to this type of in vitro diagnostic device and study. The ground truth for this device is based on measurements from a predicate device (ABL90 FLEX) or a reference instrument, not expert consensus.

4. Adjudication method for the test set

Not applicable. The study compares quantitative measurements between two devices, not subjective interpretations 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

Not applicable. This is an in vitro diagnostic device for quantitative measurements, not an AI-assisted diagnostic imaging or interpretation device that would involve human readers.

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

Yes, the performance studies described (Method Comparison and Imprecision) evaluate the standalone analytical performance of the ABL90 FLEX PLUS device (ABL90 FLEX PLUS Short Probe mode and ABL90 FLEX PLUS for imprecision). The comparisons are against a predicate device or reference instrument, not involving human interpretation.

7. The type of ground truth used

  • Method Comparison: The predicate device, ABL90 FLEX syringe mode with inlet clip, served as the comparative "truth". The study assessed if the new ABL90 FLEX PLUS Short Probe mode yields equivalent results to this established method.
  • Imprecision: "The total imprecision for all parameters except neonatal bilirubin was calculated as the imprecision of the bias towards a reference value determined for each sample on an ABL90 FLEX reference instrument." For neonatal bilirubin, the ground truth source is not explicitly defined beyond "aqueous solutions," but implies a known concentration.

8. The sample size for the training set

Not explicitly stated. For in vitro diagnostic devices, "training set" is not a standard term as it is in machine learning. The studies described are performance verification studies for a medical device. If there was an internal development phase for calibration or algorithm adjustment, that data is not detailed here.

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

Not applicable directly as this is not an ML/AI model with a "training set" in the conventional sense. For the performance studies, ground truth (or reference values) for comparison were established by:

  • Method Comparison: Measurements from the predicate device (ABL90 FLEX syringe mode with inlet clip).
  • Imprecision: Measurements on an "ABL90 FLEX reference instrument" for most parameters, and "aqueous solutions" for neonatal bilirubin (implying known concentrations).

§ 862.1120 Blood gases (P

CO2 , PO2 ) and blood pH test system.(a)
Identification. A blood gases (PCO2 , PO2 ) and blood pH test system is a device intended to measure certain gases in blood, serum, plasma or pH of blood, serum, and plasma. Measurements of blood gases (PCO2 , PO2 ) and blood pH are used in the diagnosis and treatment of life-threatening acid-base disturbances.(b)
Classification. Class II.