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Stämmler F, Grassi M, Meeusen JW, Lieske JC, Dasari S, Dubourg L, Lemoine S, Ehrich J, Schiffer E. Estimating Glomerular Filtration Rate from Serum Myo-Inositol, Valine, Creatinine and Cystatin C. Diagnostics (Basel) 2021; 11:2291. [PMID: 34943527 PMCID: PMC8700166 DOI: 10.3390/diagnostics11122291] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 11/22/2022] Open
Abstract
Assessment of renal function relies on the estimation of the glomerular filtration rate (eGFR). Existing eGFR equations, usually based on serum levels of creatinine and/or cystatin C, are not uniformly accurate across patient populations. In the present study, we expanded a recent proof-of-concept approach to optimize an eGFR equation targeting the adult population with and without chronic kidney disease (CKD), based on a nuclear magnetic resonance spectroscopy (NMR) derived 'metabolite constellation' (GFRNMR). A total of 1855 serum samples were partitioned into development, internal validation and external validation datasets. The new GFRNMR equation used serum myo-inositol, valine, creatinine and cystatin C plus age and sex. GFRNMR had a lower bias to tracer measured GFR (mGFR) than existing eGFR equations, with a median bias (95% confidence interval [CI]) of 0.0 (-1.0; 1.0) mL/min/1.73 m2 for GFRNMR vs. -6.0 (-7.0; -5.0) mL/min/1.73 m2 for the Chronic Kidney Disease Epidemiology Collaboration equation that combines creatinine and cystatin C (CKD-EPI2012) (p < 0.0001). Accuracy (95% CI) within 15% of mGFR (1-P15) was 38.8% (34.3; 42.5) for GFRNMR vs. 47.3% (43.2; 51.5) for CKD-EPI2012 (p < 0.010). Thus, GFRNMR holds promise as an alternative way to assess eGFR with superior accuracy in adult patients with and without CKD.
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Affiliation(s)
- Frank Stämmler
- Department of Research and Development, numares AG, 93053 Regensburg, Germany; (F.S.); (M.G.)
| | - Marcello Grassi
- Department of Research and Development, numares AG, 93053 Regensburg, Germany; (F.S.); (M.G.)
| | - Jeffrey W. Meeusen
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA; (J.W.M.); (J.C.L.)
| | - John C. Lieske
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA; (J.W.M.); (J.C.L.)
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN 55905, USA
| | - Surendra Dasari
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, Rochester, MN 55905, USA;
| | - Laurence Dubourg
- Service d’Explorations Fonctionnelles Rénales et Métaboliques, Hôpital Edouard Herriot, 69437 Lyon, France; (L.D.); (S.L.)
| | - Sandrine Lemoine
- Service d’Explorations Fonctionnelles Rénales et Métaboliques, Hôpital Edouard Herriot, 69437 Lyon, France; (L.D.); (S.L.)
| | - Jochen Ehrich
- Children’s Hospital, Hannover Medical School, 30625 Hannover, Germany;
| | - Eric Schiffer
- Department of Research and Development, numares AG, 93053 Regensburg, Germany; (F.S.); (M.G.)
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Ehrich J, Dubourg L, Hansson S, Pape L, Steinle T, Fruth J, Höckner S, Schiffer E. Serum Myo-Inositol, Dimethyl Sulfone, and Valine in Combination with Creatinine Allow Accurate Assessment of Renal Insufficiency-A Proof of Concept. Diagnostics (Basel) 2021; 11:234. [PMID: 33546466 PMCID: PMC7913668 DOI: 10.3390/diagnostics11020234] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/15/2021] [Accepted: 01/29/2021] [Indexed: 12/11/2022] Open
Abstract
Evaluation of renal dysfunction includes estimation of glomerular filtration rate (eGFR) as the initial step and subsequent laboratory testing. We hypothesized that combined analysis of serum creatinine, myo-inositol, dimethyl sulfone, and valine would allow both assessment of renal dysfunction and precise GFR estimation. Bio-banked sera were analyzed using nuclear magnetic resonance spectroscopy (NMR). The metabolites were combined into a metabolite constellation (GFRNMR) using n = 95 training samples and tested in n = 189 independent samples. Tracer-measured GFR (mGFR) served as a reference. GFRNMR was compared to eGFR based on serum creatinine (eGFRCrea and eGFREKFC), cystatin C (eGFRCys-C), and their combination (eGFRCrea-Cys-C) when available. The renal biomarkers provided insights into individual renal and metabolic dysfunction profiles in selected mGFR-matched patients with otherwise homogenous clinical etiology. GFRNMR correlated better with mGFR (Pearson correlation coefficient r = 0.84 vs. 0.79 and 0.80). Overall percentages of eGFR values within 30% of mGFR for GFRNMR matched or exceeded those for eGFRCrea and eGFREKFC (81% vs. 64% and 74%), eGFRCys-C (81% vs. 72%), and eGFRCrea-Cys-C (81% vs. 81%). GFRNMR was independent of patients' age and sex. The metabolite-based NMR approach combined metabolic characterization of renal dysfunction with precise GFR estimation in pediatric and adult patients in a single analytical step.
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Affiliation(s)
- Jochen Ehrich
- Department of Pediatric Kidney-, Liver- and Metabolic Diseases, Children’s Hospital, Hannover Medical School, 30625 Hannover, Germany;
| | - Laurence Dubourg
- Service d’Explorations Fonctionnelles Rénaleset Métaboliques, Hôpital Edouard Herriot, 69437 Lyon, France;
| | - Sverker Hansson
- Department of Pediatrics, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden;
| | - Lars Pape
- Department of Pediatrics II, University Hospital Essen, 45147 Essen, Germany;
| | - Tobias Steinle
- Department of Research and Development, numaresAG, 93053 Regensburg, Germany; (T.S.); (J.F.); (S.H.)
| | - Jana Fruth
- Department of Research and Development, numaresAG, 93053 Regensburg, Germany; (T.S.); (J.F.); (S.H.)
| | - Sebastian Höckner
- Department of Research and Development, numaresAG, 93053 Regensburg, Germany; (T.S.); (J.F.); (S.H.)
| | - Eric Schiffer
- Department of Research and Development, numaresAG, 93053 Regensburg, Germany; (T.S.); (J.F.); (S.H.)
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Yamauchi S, Hanai T, Suzuki J, Ito M, Sano Y, Shibata R, Kinoshita T, Yaginuma M, Kadowaki K, Takahashi Y. Development of protamine-bonded phase for separation of saccharides in liquid chromatography. J Chromatogr A 1996; 737:149-56. [PMID: 8673255 DOI: 10.1016/0021-9673(96)00012-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
A protamine-bonded polymer gel was synthesized by passing this protein through an activated carbamate polyamine polymer gel layer. This new packing material was suitable for versatile separation of monosaccharides, oligosaccharides, sugar alcohols and uronic acids in liquid chromatography. The column packed with this gel could be operated at room temperature and gave excellent recovery for the reducing monosaccharides such as 2-deoxyribose, 2-deoxyglucose, ribose and mannose for which the conventional alkylamine-bonded phase column gave poor recovery. This column was used for the analysis of saccharides in urine using a post-column reaction detection system.
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Affiliation(s)
- S Yamauchi
- Central Research Laboratory, SS Pharmaceutical Co. Ltd., Chiba, Japan
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