A prediction model to assess the risk of egfr loss in patients with type 2 diabetes and preserved kidney function: The amd annals initiative.


Journal

Diabetes research and clinical practice
ISSN: 1872-8227
Titre abrégé: Diabetes Res Clin Pract
Pays: Ireland
ID NLM: 8508335

Informations de publication

Date de publication:
Oct 2022
Historique:
received: 21 06 2022
revised: 05 09 2022
accepted: 19 09 2022
pubmed: 28 9 2022
medline: 2 11 2022
entrez: 27 9 2022
Statut: ppublish

Résumé

To develop and validate a model for predicting 5-year eGFR-loss in type 2 diabetes mellitus (T2DM) patients with preserved renal function at baseline. A cohort of 504.532 T2DM outpatients participating to the Medical Associations of Diabetologists (AMD) Annals Initiative was splitted into the Learning and Validation cohorts, in which the predictive model was respectively developed and validated. A multivariate Cox proportional hazard regression model including all baseline characteristics was performed to identify predictors of eGFR-loss. A weight derived from regression coefficients was assigned to each variable and the overall sum of weights determined the 0 to 8-risk score. A set of demographic, clinical and laboratory parameters entered the final model. The eGFR-loss score showed a good performance in the Validation cohort. Increasing score values progressively identified a higher risk of GFR loss: a score ≥ 8 was associated with a HR of 13.48 (12.96-14.01) in the Learning and a HR of 13.45 (12.93-13.99) in the Validation cohort. The 5 years-probability of developing the study outcome was 55.9% higher in subjects with a score ≥ 8. In the large AMD Annals Initiative cohort, we developed and validated an eGFR-loss prediction model to identify T2DM patients at risk of developing clinically meaningful renal complications within a 5-years time frame.

Identifiants

pubmed: 36167264
pii: S0168-8227(22)00906-8
doi: 10.1016/j.diabres.2022.110092
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

110092

Informations de copyright

Copyright © 2022. Published by Elsevier B.V.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. The Association of Medical Diabetologists (AMD) founded this research.

Auteurs

G T Russo (GT)

Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy. Electronic address: giuseppina.russo@unime.it.

A Giandalia (A)

Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy. Electronic address: agiandalia@yahoo.it.

A Ceriello (A)

Department of Cardiovascular and Metabolic Diseases, IRCCS Gruppo Multimedica, MI, Italy. Electronic address: antonio.ceriello@hotmail.it.

P Di Bartolo (P)

AUSL Diabetes Unit Romagna, Ravenna, Italy. Electronic address: dibap1003@icloud.com.

G Di Cianni (G)

Diabetes and Metabolic Diseases Unit, Health Local Unit North-West Tuscany, Livorno, Italy. Electronic address: graziano.dicianni@gmail.com.

P Fioretto (P)

Department of Medicine, University of Padua, Unit of Medical Clinic 3, Hospital of Padua, Padua, Italy. Electronic address: paola.fioretto@unipd.it.

C B Giorda (CB)

Diabetes and Metabolism Unit ASL Turin 5 Chieri (TO), Italy. Electronic address: giordaca@tin.it.

V Manicardi (V)

Diabetes Consultant, Salus Hospital, Reggio Emilia, Italy. Electronic address: manicardivaleria@gmail.com.

R Pontremoli (R)

Università degli Studi and IRCCS Ospedale Policlinico San Martino, Genova, Italy. Electronic address: roberto.pontremoli@unige.it.

F Viazzi (F)

Università degli Studi and IRCCS Ospedale Policlinico San Martino, Genova, Italy. Electronic address: francesca.viazzi@unige.it.

G Lucisano (G)

Center for Outcomes Research and Clinical Epidemiology, CORESEARCH, Pescara, Italy. Electronic address: lucisano@coresearch.it.

A Nicolucci (A)

Center for Outcomes Research and Clinical Epidemiology, CORESEARCH, Pescara, Italy. Electronic address: nicolucci@coresearch.it.

S De Cosmo (S)

Department of Medical Sciences, Scientific Institute "Casa Sollievo della Sofferenza", San Giovanni Rotondo (FG), Italy. Electronic address: s.decosmo@operapadrepio.it.

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Classifications MeSH