Evidence map›Paper›PMID 41727210›Full record

ArticleCanadian journal of kidney health and disease2026

Integrating the Novel iCARE Estimated Glomerular Filtration Rate Equation for Youth Living With Type 2 Diabetes Into Care: Program Report.

Allison B Dart, J Grace Zhou, Elizabeth A C Sellers, Jill Hamilton, Sanjukta Basak, Paul Ryan, Giliana P Garcia Acevedo, Brianna Hunt, Melissa Del Vecchio, Jennifer Lopez and 7 more

Abstract read
In one paragraph

Article in Canadian journal of kidney health and disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Allison B DartDepartment of Pediatrics and Child Health, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.ORCID https://orcid.org/0000-0002-4718-9408
J Grace ZhouDREAM Research Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, Canada.ORCID https://orcid.org/0000-0003-4201-0699
Elizabeth A C SellersDepartment of Pediatrics and Child Health, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
Jill HamiltonDepartment of Paediatrics, University of Toronto, Canada.
Sanjukta BasakDepartment of Pediatrics, University of British Columbia, Vancouver, Canada.
Paul RyanDepartment of Paediatrics, University of Toronto, Canada.
Giliana P Garcia AcevedoDepartment of Pediatrics and Child Health, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.
Brianna HuntDREAM Research Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, Canada.
Melissa Del VecchioDREAM Research Theme, Children's Hospital Research Institute of Manitoba, Winnipeg, Canada.
Jennifer LopeziCARE Study, DREAM Research Theme and Can-SOLVE CKD, Winnipeg, MB, Canada.
Onalee Alecio-GarciaiCARE Study, DREAM Research Theme and Can-SOLVE CKD, Winnipeg, MB, Canada.
Chukwudumebi OnyiukeFour Arrow Regional Health Authority, Winnipeg, MB, Canada.
Jacqueline LinklaterFour Arrow Regional Health Authority, Winnipeg, MB, Canada.
Valerie UmaefulamGeorge and Faye Centre for Healthcare Innovation, College of Community and Global Health, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.ORCID https://orcid.org/0000-0003-4239-7715
Kalie TommerdahlDivision of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle, USA.ORCID https://orcid.org/0000-0003-1132-1574
Petter BjornstadDivision of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle, USA.
Brandy A WicklowDepartment of Pediatrics and Child Health, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose of the program: Youth living with type 2 diabetes (T2D) have high rates of early kidney disease and progression to kidney failure in early adulthood. Pediatric diabetes clinical practice guidelines have focused on screening for albuminuria and have not included recommendations for estimated glomerular filtration rate (eGFR) evaluation in children. In partnership with patients, families, and community partners, we are implementing a novel eGFR equation for youth with T2D into their diabetes care, with the aim of detecting youth with early kidney disease and providing appropriate interventions to slow disease progression. Sources of Information: The development of such a tool aligned with a priority-setting workshop in 2016, where early detection and prevention of kidney disease were identified as a key priority by people living with kidney disease. In response, our team developed the novel Improving renal Complications in Adolescents with type 2 diabetes through Research (iCARE) eGFR equation, which estimates kidney function over time in youth with T2D, and validated it in a cohort of youth in Colorado (US) and a secondary group of youth in Manitoba (Canada). Methods: To integrate the tool into clinical care, this study includes 4 separate phases. Phase 1: External validation of the iCARE eGFR equation in a cohort of children with obesity and T2D from Colorado, US, to assess the generalizability of the equation. Phase 2: Readiness Assessment of pediatric endocrinologists (a) quantitative survey in Canada (n = 40) and the United States (n = 75) to assess current practice for screening youth with T2D for diabetic kidney disease (DKD) and (b) qualitative focus groups (4 groups; 2 in Canada [n = 8] and 2 in the United States [n = 5]) to explore barriers and facilitators to implementation of the iCARE eGFR equation into the care for youth with T2D. Focus groups of youth living with T2D are underway and explore how youth and families wish to be educated regarding kidney health and what sources of information would be helpful to empower youth to ask about kidney health in clinical settings. Phase 3: Development and implementation of an iCARE eGFR equation toolkit, which will include the resources for providers and patient education materials and the inclusion of the novel eGFR equation into an app and local electronic medical record systems at 3 sites (Vancouver, Winnipeg, Toronto). Phase 4: Evaluation of the iCARE eGFR implementation toolkit, including audits at 3 centers in Canada, as well as patient and provider satisfaction surveys. Key findings: Phase 1: The validation study confirmed that the iCARE eGFR performed better than previously published eGFR equations in youth living with obesity and T2D. Relevant metrics were the highest P30 (% of eGFR values that fall within 30% of the measured glomerular filtration rate [GFR]) and the lowest bias. Phase 2: Survey results suggest that providers have strong adherence to existing T2D clinical practice guidelines, focused on albuminuria, but have limited experience and comfort with eGFR equations in general. Focus group discussions identified concerns about insufficient evidence indicating that eGFR metrics in childhood are associated with long-term outcomes and questions about generalizability and external validity. Key facilitators for improving uptake included development of a more comprehensive app or platform that presents eGFR findings in an accessible way for endocrinologists and development of clinical pathway guidelines to support follow-up treatment. Implications: Findings from phases 1 and 2 will be incorporated into the iCARE eGFR implementation toolkit, such that care providers and patients are able to utilize the most up-to-date evidence to screen for DKD and implement care strategies that will optimize the long-term kidney health of youth living with T2D.

Indexed as

eGFRevaluationknowledge mobilizationtype 2 diabetesyouth

Identifiers

PMID41727210
PMCPMC12921172

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.