View in EDS HTML Full Text PDF Full Text

Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR.

Saved in:
Bibliographic Details
Title: Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR.
Authors: Lanot A; Normandie Univ, UNICAEN, CHU de Caen Normandie, Néphrologie, Caen, France. antoine.lanot@gadz.org.; Normandie Université, Unicaen, UFR de Médecine, 2 Rue Des Rochambelles, Caen, France. antoine.lanot@gadz.org.; ANTICIPE' U1086 INSERM-UCN, Centre François Baclesse, Caen, France. antoine.lanot@gadz.org., Akesson A; Skane University Hospital, Clinical Studies Sweden Forum South, Remissgatan 4, Lund, 22185, Sweden.; Lund University, Malmö, Sweden., Nakano FK; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium.; Itec, Imec Research Group, KU Leuven, Kortrijk, Belgium., Vens C; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium.; Itec, Imec Research Group, KU Leuven, Kortrijk, Belgium., Björk J; Lund University, Box 117, 221 00, Lund, Sweden., Nyman U; Östra Vallgatan 41, 223 61, Lund, Sweden., Grubb A; Department of Clinical Chemistry and Pharmacology, Laboratory Lund University, Lund, 22185, Sweden., Sundin PO; Karla Healthcare Centre, Faculty of Medicine and Health, Örebro University, Örebro, 701 85, Sweden., Eriksen BO; University Hospital of North Norway (UNN), 9038, Breivika, Troms, Norway., Melsom T; University Hospital of North Norway (UNN), 9038, Breivika, Troms, Norway., Rule AD; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA., Berg U; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University. Hospital Huddinge, 14186, Stockholm, Sweden., Littmann K; Department of Medicine Huddinge, Karolinska Institutet, C2:91 Karolinska University Hospital, Huddinge, SE-141 52, Sweden., Åsling-Monemi K; Barnnjursektionen K 88, Astrid Lindgrens Barnsjukhus, Karolinska University Hospital, Stockholm, 141 86, Sweden., Hansson M; Department of Clinical Chemistry, C1:74 Huddinge, Karolinska University Hospital, Stockholm, SE-141 86, Sweden., Larsson A; Clinical Chemistry and Pharmacology, Entrance 61, 2Nd Floor, Akademiska Hospital, 751 85, Uppsala, Sweden., Courbebaisse M; Service de Physiologie-Explorations, Fonctionnelles Renales Hopital Europeen Georges Pompidou, 20 Rue Leblanc, Paris, 75015, France., Dubourg L; Exploration Fonctionnelle Renale Pavillon P, Hopital Edouard Herriot, 5 Place d'Arsonval, 69437, Lyon, Cedex 03, France., Couzi L; CHU de Bordeaux, Nephrologie-Transplantation-Dialyse, Hopital Pellegrin, Universite de Bordeaux, Place Amelie Raba Leon, Bordeaux, 33076, France., Gaillard F; Renal Transplantation Department, Assistance Publique-Hopitaux de Paris (AP-HP), Hopital Bichat, 46 Rue Henri Huchard, Paris, 75018, France., Garrouste C; Department of Nephrology, Clermont-Ferrand University Hospital, Clermont-Ferrand, France., Jacquemont L; Service de Nephrologie Et Immunologie Clinique, CHU de Nantes, 30 Boulevard Jean Monnet, 44093, Nantes, Cedex 1, France., Kamar N; Department of Nephrology and Organ Transplantation, CHU Rangueil, 1 Avenue J.Poulhes, TSA 50032, 31059, Toulouse, Cedex 9, France., Legendre C; Transplantation Renale, Hopital Necker, 145 Rue de Sevres, Paris, 75015, France., Rostaing L; Service de Nephrologie, Hemodialyse, Aphereses Et Transplantation Renale, Hopital Michallon, Centre Hospitalier Universitaire Grenoble-Alpes, Boulevard de La Chantourne, La Tronche, 38700, France., Ebert N; Institute of Public Health, Charité. Universitätsmedizin Berlin, Luisenstrasse 57, Berlin, 10117, Germany., Schaeffner E; Institute of Public Health, Charité. Universitätsmedizin Berlin, Luisenstrasse 57, Berlin, 10117, Germany., Bökenkamp A; Amsterdam UMC, Vrije Universiteit, De Boelelaan 1112, Amsterdam, 1081 HV, the Netherlands., Mariat C; Service de Nephrologie, Dialyse Et Transplantation Renale, Hopital Nord, CHU de Saint-Etienne, 25 Boulevard Pasteur, 42055, Saint-Etienne, Cedex 2, France., Pottel H; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium., Delanaye P; Department of Nephrology-Dialysis-Transplantation, University of Liège, CHU Sart Tilman, Liège, Belgium.; Department of Nephrology-Dialysis-Apheresis, Hôpital Universitaire Carémeau, Nîmes, France.
Source: BMC nephrology [BMC Nephrol] 2025 Jan 30; Vol. 26 (1), pp. 47. Date of Electronic Publication: 2025 Jan 30.
Publication Type: Journal Article; Observational Study; Validation Study; Comparative Study
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967793 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2369 (Electronic) Linking ISSN: 14712369 NLM ISO Abbreviation: BMC Nephrol Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 39885391
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Lanot+A%22">Lanot A</searchLink>; Normandie Univ, UNICAEN, CHU de Caen Normandie, Néphrologie, Caen, France. antoine.lanot@gadz.org.; Normandie Université, Unicaen, UFR de Médecine, 2 Rue Des Rochambelles, Caen, France. antoine.lanot@gadz.org.; ANTICIPE' U1086 INSERM-UCN, Centre François Baclesse, Caen, France. antoine.lanot@gadz.org.<br /><searchLink fieldCode="AU" term="%22Akesson+A%22">Akesson A</searchLink>; Skane University Hospital, Clinical Studies Sweden Forum South, Remissgatan 4, Lund, 22185, Sweden.; Lund University, Malmö, Sweden.<br /><searchLink fieldCode="AU" term="%22Nakano+FK%22">Nakano FK</searchLink>; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium.; Itec, Imec Research Group, KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Vens+C%22">Vens C</searchLink>; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium.; Itec, Imec Research Group, KU Leuven, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Björk+J%22">Björk J</searchLink>; Lund University, Box 117, 221 00, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22Nyman+U%22">Nyman U</searchLink>; Östra Vallgatan 41, 223 61, Lund, Sweden.<br /><searchLink fieldCode="AU" term="%22Grubb+A%22">Grubb A</searchLink>; Department of Clinical Chemistry and Pharmacology, Laboratory Lund University, Lund, 22185, Sweden.<br /><searchLink fieldCode="AU" term="%22Sundin+PO%22">Sundin PO</searchLink>; Karla Healthcare Centre, Faculty of Medicine and Health, Örebro University, Örebro, 701 85, Sweden.<br /><searchLink fieldCode="AU" term="%22Eriksen+BO%22">Eriksen BO</searchLink>; University Hospital of North Norway (UNN), 9038, Breivika, Troms, Norway.<br /><searchLink fieldCode="AU" term="%22Melsom+T%22">Melsom T</searchLink>; University Hospital of North Norway (UNN), 9038, Breivika, Troms, Norway.<br /><searchLink fieldCode="AU" term="%22Rule+AD%22">Rule AD</searchLink>; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Berg+U%22">Berg U</searchLink>; Department of Clinical Science, Intervention and Technology, Division of Pediatrics, Karolinska Institutet, Karolinska University. Hospital Huddinge, 14186, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Littmann+K%22">Littmann K</searchLink>; Department of Medicine Huddinge, Karolinska Institutet, C2:91 Karolinska University Hospital, Huddinge, SE-141 52, Sweden.<br /><searchLink fieldCode="AU" term="%22Åsling-Monemi+K%22">Åsling-Monemi K</searchLink>; Barnnjursektionen K 88, Astrid Lindgrens Barnsjukhus, Karolinska University Hospital, Stockholm, 141 86, Sweden.<br /><searchLink fieldCode="AU" term="%22Hansson+M%22">Hansson M</searchLink>; Department of Clinical Chemistry, C1:74 Huddinge, Karolinska University Hospital, Stockholm, SE-141 86, Sweden.<br /><searchLink fieldCode="AU" term="%22Larsson+A%22">Larsson A</searchLink>; Clinical Chemistry and Pharmacology, Entrance 61, 2Nd Floor, Akademiska Hospital, 751 85, Uppsala, Sweden.<br /><searchLink fieldCode="AU" term="%22Courbebaisse+M%22">Courbebaisse M</searchLink>; Service de Physiologie-Explorations, Fonctionnelles Renales Hopital Europeen Georges Pompidou, 20 Rue Leblanc, Paris, 75015, France.<br /><searchLink fieldCode="AU" term="%22Dubourg+L%22">Dubourg L</searchLink>; Exploration Fonctionnelle Renale Pavillon P, Hopital Edouard Herriot, 5 Place d'Arsonval, 69437, Lyon, Cedex 03, France.<br /><searchLink fieldCode="AU" term="%22Couzi+L%22">Couzi L</searchLink>; CHU de Bordeaux, Nephrologie-Transplantation-Dialyse, Hopital Pellegrin, Universite de Bordeaux, Place Amelie Raba Leon, Bordeaux, 33076, France.<br /><searchLink fieldCode="AU" term="%22Gaillard+F%22">Gaillard F</searchLink>; Renal Transplantation Department, Assistance Publique-Hopitaux de Paris (AP-HP), Hopital Bichat, 46 Rue Henri Huchard, Paris, 75018, France.<br /><searchLink fieldCode="AU" term="%22Garrouste+C%22">Garrouste C</searchLink>; Department of Nephrology, Clermont-Ferrand University Hospital, Clermont-Ferrand, France.<br /><searchLink fieldCode="AU" term="%22Jacquemont+L%22">Jacquemont L</searchLink>; Service de Nephrologie Et Immunologie Clinique, CHU de Nantes, 30 Boulevard Jean Monnet, 44093, Nantes, Cedex 1, France.<br /><searchLink fieldCode="AU" term="%22Kamar+N%22">Kamar N</searchLink>; Department of Nephrology and Organ Transplantation, CHU Rangueil, 1 Avenue J.Poulhes, TSA 50032, 31059, Toulouse, Cedex 9, France.<br /><searchLink fieldCode="AU" term="%22Legendre+C%22">Legendre C</searchLink>; Transplantation Renale, Hopital Necker, 145 Rue de Sevres, Paris, 75015, France.<br /><searchLink fieldCode="AU" term="%22Rostaing+L%22">Rostaing L</searchLink>; Service de Nephrologie, Hemodialyse, Aphereses Et Transplantation Renale, Hopital Michallon, Centre Hospitalier Universitaire Grenoble-Alpes, Boulevard de La Chantourne, La Tronche, 38700, France.<br /><searchLink fieldCode="AU" term="%22Ebert+N%22">Ebert N</searchLink>; Institute of Public Health, Charité. Universitätsmedizin Berlin, Luisenstrasse 57, Berlin, 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Schaeffner+E%22">Schaeffner E</searchLink>; Institute of Public Health, Charité. Universitätsmedizin Berlin, Luisenstrasse 57, Berlin, 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Bökenkamp+A%22">Bökenkamp A</searchLink>; Amsterdam UMC, Vrije Universiteit, De Boelelaan 1112, Amsterdam, 1081 HV, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Mariat+C%22">Mariat C</searchLink>; Service de Nephrologie, Dialyse Et Transplantation Renale, Hopital Nord, CHU de Saint-Etienne, 25 Boulevard Pasteur, 42055, Saint-Etienne, Cedex 2, France.<br /><searchLink fieldCode="AU" term="%22Pottel+H%22">Pottel H</searchLink>; Department of Public Health and Primary Care, KU Leuven, Campus Kulak, Kortrijk, Belgium.<br /><searchLink fieldCode="AU" term="%22Delanaye+P%22">Delanaye P</searchLink>; Department of Nephrology-Dialysis-Transplantation, University of Liège, CHU Sart Tilman, Liège, Belgium.; Department of Nephrology-Dialysis-Apheresis, Hôpital Universitaire Carémeau, Nîmes, France.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22100967793%22">BMC nephrology</searchLink> [BMC Nephrol] 2025 Jan 30; Vol. 26 (1), pp. 47. <i>Date of Electronic Publication: </i>2025 Jan 30.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Observational Study; Validation Study; Comparative Study
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100967793 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2369 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712369%22">14712369 </searchLink><i>NLM ISO Abbreviation: </i>BMC Nephrol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39885391
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s12882-025-03972-0
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 47
    Titles:
      – TitleFull: Enhancing individual glomerular filtration rate assessment: can we trust the equation? Development and validation of machine learning models to assess the trustworthiness of estimated GFR compared to measured GFR.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lanot A
      – PersonEntity:
          Name:
            NameFull: Akesson A
      – PersonEntity:
          Name:
            NameFull: Nakano FK
      – PersonEntity:
          Name:
            NameFull: Vens C
      – PersonEntity:
          Name:
            NameFull: Björk J
      – PersonEntity:
          Name:
            NameFull: Nyman U
      – PersonEntity:
          Name:
            NameFull: Grubb A
      – PersonEntity:
          Name:
            NameFull: Sundin PO
      – PersonEntity:
          Name:
            NameFull: Eriksen BO
      – PersonEntity:
          Name:
            NameFull: Melsom T
      – PersonEntity:
          Name:
            NameFull: Rule AD
      – PersonEntity:
          Name:
            NameFull: Berg U
      – PersonEntity:
          Name:
            NameFull: Littmann K
      – PersonEntity:
          Name:
            NameFull: Åsling-Monemi K
      – PersonEntity:
          Name:
            NameFull: Hansson M
      – PersonEntity:
          Name:
            NameFull: Larsson A
      – PersonEntity:
          Name:
            NameFull: Courbebaisse M
      – PersonEntity:
          Name:
            NameFull: Dubourg L
      – PersonEntity:
          Name:
            NameFull: Couzi L
      – PersonEntity:
          Name:
            NameFull: Gaillard F
      – PersonEntity:
          Name:
            NameFull: Garrouste C
      – PersonEntity:
          Name:
            NameFull: Jacquemont L
      – PersonEntity:
          Name:
            NameFull: Kamar N
      – PersonEntity:
          Name:
            NameFull: Legendre C
      – PersonEntity:
          Name:
            NameFull: Rostaing L
      – PersonEntity:
          Name:
            NameFull: Ebert N
      – PersonEntity:
          Name:
            NameFull: Schaeffner E
      – PersonEntity:
          Name:
            NameFull: Bökenkamp A
      – PersonEntity:
          Name:
            NameFull: Mariat C
      – PersonEntity:
          Name:
            NameFull: Pottel H
      – PersonEntity:
          Name:
            NameFull: Delanaye P
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 30
              M: 01
              Text: 2025 Jan 30
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1471-2369
          Numbering:
            – Type: volume
              Value: 26
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: BMC nephrology
              Type: main
ResultId 1