pFIB scores for paediatric MASLD fibrosis are associated with risk of youth-onset type 2 diabetes in children with obesity

Abstract Aims/hypothesis Youth-onset type 2 diabetes is an aggressive phenotype of metabolic disease, yet tools to identify children with obesity at highest short-term risk are limited. We evaluated whether the paediatric liver fibrosis risk scores (pFIB) pFIB-c and pFIB-6, originally developed for metabolic dysfunction-associated steatotic liver disease (MASLD) fibrosis risk stratification, identify individuals at increased risk of incident type 2 diabetes. Methods A cohort study was conducted using the Swedish Childhood Obesity Treatment Register (BORIS, 2005–2020) linked with national registers, from which type 2 diabetes was ascertained. We included 4856 children with obesity (aged 12.0 years at baseline) and 23,758 general population comparators. The pFIB-c and pFIB-6 scores were calculated as published. Time-to-event analysis yielding HR was performed using Cox regression and flexible parametric survival models. Results Among children with obesity, 12.4% had a pFIB-6 ≥4. A high pFIB-6 score increased the risk for type 2 diabetes at 9–19 years of age (adjusted HR 3.05 [95% CI 2.17, 4.28]). The incidence rate (95% CI) per 10,000 person-years was 1.02 (0.61, 1.72) in the general population comparators, 45.5 (37.8, 54.7) in individuals with obesity and a pFIB-6 <4, and 161.7 (122.2, 213.9) when the pFIB-6 was ≥4. In contrast, neither score, measured at paediatric age, predicted type 2 diabetes risk at 20–25 years of age. Among individual score components, elevated alanine aminotransferase (ALT) and HOMA-IR were most strongly associated with type 2 diabetes risk. In an independent cohort, higher pFIB-6 scores were associated with greater adipose tissue insulin resistance. Conclusions/Interpretation A liver-derived composite risk score identifies a subgroup of adolescents with obesity at markedly increased short-term risk of type 2 diabetes. These findings suggest that integrating hepatic and metabolic variables may improve early risk stratification in paediatric obesity and help identify individuals who may benefit from intensified monitoring during adolescence.

Authors

Publication Details

Journal
Diabetologia
Published
2026-07-22
DOI
https://doi.org/10.1007/s00125-026-06804-4
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

pFIB scores for paediatric MASLD fibrosis are associated with risk of youth-onset type 2 diabetes in children with obesity

Sander Lefere, Anja M. Geerts, Emilia Hagman, Pernilla Danielsson et al.
Diabetologia
Liver Disease Diagnosis and Treatment
article

pFIB scores for paediatric MASLD fibrosis are associated with risk of youth-onset type 2 diabetes in children with obesity

Sander Lefere, Anja M. Geerts, Emilia Hagman, Pernilla Danielsson, Resthie Rachmanta Putri, Ruth De Bruyne, Claude Marcus, Thomas Casswall, Christian Hudert
article en

Abstract

Abstract Aims/hypothesis Youth-onset type 2 diabetes is an aggressive phenotype of metabolic disease, yet tools to identify children with obesity at highest short-term risk are limited. We evaluated whether the paediatric liver fibrosis risk scores (pFIB) pFIB-c and pFIB-6, originally developed for metabolic dysfunction-associated steatotic liver disease (MASLD) fibrosis risk stratification, identify individuals at increased risk of incident type 2 diabetes. Methods A cohort study was conducted using the Swedish Childhood Obesity Treatment Register (BORIS, 2005–2020) linked with national registers, from which type 2 diabetes was ascertained. We included 4856 children with obesity (aged 12.0 years at baseline) and 23,758 general population comparators. The pFIB-c and pFIB-6 scores were calculated as published. Time-to-event analysis yielding HR was performed using Cox regression and flexible parametric survival models. Results Among children with obesity, 12.4% had a pFIB-6 ≥4. A high pFIB-6 score increased the risk for type 2 diabetes at 9–19 years of age (adjusted HR 3.05 [95% CI 2.17, 4.28]). The incidence rate (95% CI) per 10,000 person-years was 1.02 (0.61, 1.72) in the general population comparators, 45.5 (37.8, 54.7) in individuals with obesity and a pFIB-6 <4, and 161.7 (122.2, 213.9) when the pFIB-6 was ≥4. In contrast, neither score, measured at paediatric age, predicted type 2 diabetes risk at 20–25 years of age. Among individual score components, elevated alanine aminotransferase (ALT) and HOMA-IR were most strongly associated with type 2 diabetes risk. In an independent cohort, higher pFIB-6 scores were associated with greater adipose tissue insulin resistance. Conclusions/Interpretation A liver-derived composite risk score identifies a subgroup of adolescents with obesity at markedly increased short-term risk of type 2 diabetes. These findings suggest that integrating hepatic and metabolic variables may improve early risk stratification in paediatric obesity and help identify individuals who may benefit from intensified monitoring during adolescence.

Diabetologia
Good health and well-being
Openalex Percentile: Top 8%
Liver Disease Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.