Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate

Accurate and precise monitoring of kidney function is critical for a timely and reliable diagnosis of chronic kidney disease (CKD). The determination of kidney function usually involves the estimation of the glomerular filtration rate (eGFR). We recently reported the clinical performance of a new eG...

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Main Authors: Markus Fuhrmann, Amauri Schwaeble Santamaria, Renee Scott, Jeffrey W. Meeusen, Marianna Fernandes, John Venz, Victoria Rothe, Frank Stämmler, Jochen Ehrich, Eric Schiffer
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/5/1120
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author Markus Fuhrmann
Amauri Schwaeble Santamaria
Renee Scott
Jeffrey W. Meeusen
Marianna Fernandes
John Venz
Victoria Rothe
Frank Stämmler
Jochen Ehrich
Eric Schiffer
author_facet Markus Fuhrmann
Amauri Schwaeble Santamaria
Renee Scott
Jeffrey W. Meeusen
Marianna Fernandes
John Venz
Victoria Rothe
Frank Stämmler
Jochen Ehrich
Eric Schiffer
author_sort Markus Fuhrmann
collection DOAJ
description Accurate and precise monitoring of kidney function is critical for a timely and reliable diagnosis of chronic kidney disease (CKD). The determination of kidney function usually involves the estimation of the glomerular filtration rate (eGFR). We recently reported the clinical performance of a new eGFR equation (GFR<sub>NMR</sub>) based on the nuclear magnetic resonance (NMR) measurement of serum myo-inositol, valine, and creatinine, in addition to the immunoturbidometric quantification of serum cystatin C, age and sex. We now describe the analytical performance evaluation of GFR<sub>NMR</sub> according to the Clinical and Laboratory Standards Institute guidelines. Within-laboratory coefficients of variation (CV%) of the GFR<sub>NMR</sub> equation did not exceed 4.3%, with a maximum CV% for repeatability of 3.7%. Between-site reproducibility (three sites) demonstrated a maximum CV% of 5.9%. GFR<sub>NMR</sub> stability was demonstrated for sera stored for up to 8 days at 2–10°C and for NMR samples stored for up to 10 days in the NMR device at 6 ± 2°C. Substance interference was limited to 4/40 (10.0%) of the investigated substances, resulting in an underestimated GFR<sub>NMR</sub> (for glucose and metformin) or a loss of results (for naproxen and ribavirin) for concentrations twice as high as usual clinical doses. The analytical performances of GFR<sub>NMR,</sub> combined with its previously reported clinical performance, support the potential integration of this NMR method into clinical practice.
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spelling doaj.art-e55a73dee02e498299f3a73557d9344c2023-11-23T10:39:38ZengMDPI AGDiagnostics2075-44182022-04-01125112010.3390/diagnostics12051120Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration RateMarkus Fuhrmann0Amauri Schwaeble Santamaria1Renee Scott2Jeffrey W. Meeusen3Marianna Fernandes4John Venz5Victoria Rothe6Frank Stämmler7Jochen Ehrich8Eric Schiffer9Department of Research and Development, numares AG, 93053 Regensburg, GermanyDepartment of Research and Development, numares AG, 93053 Regensburg, GermanyDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USADepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USABoston Heart Diagnostics, Framingham, MA 01702, USADepartment of Research and Development, numares AG, 93053 Regensburg, GermanyDepartment of Research and Development, numares AG, 93053 Regensburg, GermanyDepartment of Research and Development, numares AG, 93053 Regensburg, GermanyChildren’s Hospital, Hannover Medical School, 30625 Hannover, GermanyDepartment of Research and Development, numares AG, 93053 Regensburg, GermanyAccurate and precise monitoring of kidney function is critical for a timely and reliable diagnosis of chronic kidney disease (CKD). The determination of kidney function usually involves the estimation of the glomerular filtration rate (eGFR). We recently reported the clinical performance of a new eGFR equation (GFR<sub>NMR</sub>) based on the nuclear magnetic resonance (NMR) measurement of serum myo-inositol, valine, and creatinine, in addition to the immunoturbidometric quantification of serum cystatin C, age and sex. We now describe the analytical performance evaluation of GFR<sub>NMR</sub> according to the Clinical and Laboratory Standards Institute guidelines. Within-laboratory coefficients of variation (CV%) of the GFR<sub>NMR</sub> equation did not exceed 4.3%, with a maximum CV% for repeatability of 3.7%. Between-site reproducibility (three sites) demonstrated a maximum CV% of 5.9%. GFR<sub>NMR</sub> stability was demonstrated for sera stored for up to 8 days at 2–10°C and for NMR samples stored for up to 10 days in the NMR device at 6 ± 2°C. Substance interference was limited to 4/40 (10.0%) of the investigated substances, resulting in an underestimated GFR<sub>NMR</sub> (for glucose and metformin) or a loss of results (for naproxen and ribavirin) for concentrations twice as high as usual clinical doses. The analytical performances of GFR<sub>NMR,</sub> combined with its previously reported clinical performance, support the potential integration of this NMR method into clinical practice.https://www.mdpi.com/2075-4418/12/5/1120glomerular filtration rateeGFRmetaboliteNMRanalytical validationlinearity
spellingShingle Markus Fuhrmann
Amauri Schwaeble Santamaria
Renee Scott
Jeffrey W. Meeusen
Marianna Fernandes
John Venz
Victoria Rothe
Frank Stämmler
Jochen Ehrich
Eric Schiffer
Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
Diagnostics
glomerular filtration rate
eGFR
metabolite
NMR
analytical validation
linearity
title Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
title_full Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
title_fullStr Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
title_full_unstemmed Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
title_short Analytical Validation of GFR<sub>NMR</sub>: A Blood-Based Multiple Biomarker Assay for Accurate Estimation of Glomerular Filtration Rate
title_sort analytical validation of gfr sub nmr sub a blood based multiple biomarker assay for accurate estimation of glomerular filtration rate
topic glomerular filtration rate
eGFR
metabolite
NMR
analytical validation
linearity
url https://www.mdpi.com/2075-4418/12/5/1120
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