Skip to main content
Top
Published in: Pediatric Radiology 10/2023

28-04-2023 | Chronic Pancreatitis | Original Article

Association of pancreatic fat on imaging with pediatric metabolic co-morbidities

Authors: Sarah E. Swauger, Kaity Fashho, Lindsey N. Hornung, Deborah A. Elder, Samjhana Thapaliya, Christopher G. Anton, Andrew T. Trout, Maisam Abu-El-Haija

Published in: Pediatric Radiology | Issue 10/2023

Login to get access

Abstract

Background

The relationship between pancreatic fat on imaging and metabolic co-morbidities has not been established in pediatrics. We sought to investigate the relationship between pancreatic fat measured by MRI and endocrine/exocrine dysfunctions along with the metabolic co-morbidities in a cohort of children.

Objective

To investigate relationships between pancreatic fat quantified by MRI and endocrine and exocrine conditions and metabolic co-morbidities in a cohort of children.

Materials and Methods

This was a retrospective review of pediatric patients (n = 187) who had a clinically indicated MRI examination between May 2018 and February 2020. After 51 patients without useable imaging data were excluded, the remaining 136 subjects comprised the study sample. Laboratory studies were assessed if collected within 6 months of MRI and patient charts were reviewed for demographic and clinical information. MRI proton density fat fraction (PDFF) sequence had been acquired according to manufacturer’s specified parameters at a slice thickness of 3 mm. Two blinded radiologists independently collected PDFF data.

Results

The median age at MRI was 12.1 (IQR: 9.0–14.8) years and the majority of patients were Caucasian (79%), followed by African American and Hispanic at 12% and 11% respectively. There was a higher median pancreas fat fraction in patients with exocrine conditions (chronic pancreatitis or exocrine insufficiency) compared to those without (3.5% vs 2.2%, p = 0.03). There was also a higher median fat fraction in the head of pancreas in patients with endocrine insufficient conditions (insulin resistance, pre-diabetes, type 1 and type 2 diabetes) compared to those without endocrine insufficiency when excluding patients with active acute pancreatitis (3.5% vs 2.0%, p = 0.04). Patients with BMI > 85% had higher mean fat fraction compared to patients with BMI ≤ 85% (head: 3.8 vs 2.4%, p = 0.01; body: 3.8 vs 2.5%, p = 0.005; tail: 3.7 vs 2.7%, p = 0.049; overall pancreas fat fraction: 3.8 vs 2.6%, p = 0.002).

Conclusion

Pancreas fat is elevated in patients with BMI > 85% and in those with exocrine and endocrine insufficiencies.

Graphical Abstract

Appendix
Available only for authorised users
Literature
1.
go back to reference Styne DM, Arslanian SA, Connor EL et al (2017) Pediatric obesity-assessment, treatment, and prevention: an endocrine society clinical practice guideline. J Clin Endocrinol Metab 102:709–757CrossRefPubMedPubMedCentral Styne DM, Arslanian SA, Connor EL et al (2017) Pediatric obesity-assessment, treatment, and prevention: an endocrine society clinical practice guideline. J Clin Endocrinol Metab 102:709–757CrossRefPubMedPubMedCentral
2.
go back to reference Staiano AE, Katzmarzyk PT (2012) Ethnic and sex differences in body fat and visceral and subcutaneous adiposity in children and adolescents. Int J Obes (Lond) 36:1261–1269CrossRefPubMed Staiano AE, Katzmarzyk PT (2012) Ethnic and sex differences in body fat and visceral and subcutaneous adiposity in children and adolescents. Int J Obes (Lond) 36:1261–1269CrossRefPubMed
3.
go back to reference Jung JH, Jung MK, Kim KE et al (2016) Ultrasound measurement of pediatric visceral fat thickness: correlations with metabolic and liver profiles. Ann Pediatr Endocrinol Metab 21:75–80CrossRefPubMedPubMedCentral Jung JH, Jung MK, Kim KE et al (2016) Ultrasound measurement of pediatric visceral fat thickness: correlations with metabolic and liver profiles. Ann Pediatr Endocrinol Metab 21:75–80CrossRefPubMedPubMedCentral
5.
go back to reference Valaiyapathi B, Gower B, Ashraf AP (2020) Pathophysiology of type 2 diabetes in children and adolescents. Curr Diabetes Rev 16:220–229PubMedPubMedCentral Valaiyapathi B, Gower B, Ashraf AP (2020) Pathophysiology of type 2 diabetes in children and adolescents. Curr Diabetes Rev 16:220–229PubMedPubMedCentral
6.
go back to reference Pierantonelli I, Svegliati-Baroni G (2019) Nonalcoholic fatty liver disease: basic pathogenetic mechanisms in the progression from NAFLD to NASH. Transplantation 103:e1–e13CrossRefPubMed Pierantonelli I, Svegliati-Baroni G (2019) Nonalcoholic fatty liver disease: basic pathogenetic mechanisms in the progression from NAFLD to NASH. Transplantation 103:e1–e13CrossRefPubMed
7.
go back to reference Garcia TS, Rech TH, Leitão CB (2017) Pancreatic size and fat content in diabetes: a systematic review and meta-analysis of imaging studies. PLoS ONE 12:e0180911CrossRefPubMedPubMedCentral Garcia TS, Rech TH, Leitão CB (2017) Pancreatic size and fat content in diabetes: a systematic review and meta-analysis of imaging studies. PLoS ONE 12:e0180911CrossRefPubMedPubMedCentral
8.
go back to reference Trout AT, Hunte DE, Mouzaki M et al (2019) Relationship between abdominal fat stores and liver fat, pancreatic fat, and metabolic comorbidities in a pediatric population with non-alcoholic fatty liver disease. Abdom Radiol (NY) 44:3107–3114CrossRefPubMed Trout AT, Hunte DE, Mouzaki M et al (2019) Relationship between abdominal fat stores and liver fat, pancreatic fat, and metabolic comorbidities in a pediatric population with non-alcoholic fatty liver disease. Abdom Radiol (NY) 44:3107–3114CrossRefPubMed
9.
go back to reference Kim J, Albakheet SS, Han K et al (2021) Quantitative MRI assessment of pancreatic steatosis using proton density fat fraction in pediatric obesity. Korean J Radiol 22:1886–1893CrossRefPubMedPubMedCentral Kim J, Albakheet SS, Han K et al (2021) Quantitative MRI assessment of pancreatic steatosis using proton density fat fraction in pediatric obesity. Korean J Radiol 22:1886–1893CrossRefPubMedPubMedCentral
10.
go back to reference Sepe PS, Ohri A, Sanaka S et al (2011) A prospective evaluation of fatty pancreas by using EUS. Gastrointest Endosc 73:987–993CrossRefPubMed Sepe PS, Ohri A, Sanaka S et al (2011) A prospective evaluation of fatty pancreas by using EUS. Gastrointest Endosc 73:987–993CrossRefPubMed
11.
go back to reference Idilman IS, Tuzun A, Savas B et al (2015) Quantification of liver, pancreas, kidney, and vertebral body MRI-PDFF in non-alcoholic fatty liver disease. Abdom Imaging 40:1512–1519CrossRefPubMed Idilman IS, Tuzun A, Savas B et al (2015) Quantification of liver, pancreas, kidney, and vertebral body MRI-PDFF in non-alcoholic fatty liver disease. Abdom Imaging 40:1512–1519CrossRefPubMed
13.
go back to reference Barlow SE, Committee E (2007) Expert committee recommendations regarding the prevention, assessment, and treatment of child and adolescent overweight and obesity: summary report. Pediatrics 120(Suppl 4):S164-192CrossRefPubMed Barlow SE, Committee E (2007) Expert committee recommendations regarding the prevention, assessment, and treatment of child and adolescent overweight and obesity: summary report. Pediatrics 120(Suppl 4):S164-192CrossRefPubMed
14.
go back to reference Association AD (2021) 2. Classification and diagnosis of diabetes. Diabetes Care 44:S15-S33 Association AD (2021) 2. Classification and diagnosis of diabetes. Diabetes Care 44:S15-S33
15.
go back to reference Morinville VD, Husain SZ, Bai H et al (2012) Definitions of pediatric pancreatitis and survey of present clinical practices. J Pediatr Gastroenterol Nutr 55:261–265CrossRefPubMedPubMedCentral Morinville VD, Husain SZ, Bai H et al (2012) Definitions of pediatric pancreatitis and survey of present clinical practices. J Pediatr Gastroenterol Nutr 55:261–265CrossRefPubMedPubMedCentral
17.
go back to reference Elhady M, Elazab AAAM, Bahagat KA et al (2019) Fatty pancreas in relation to insulin resistance and metabolic syndrome in children with obesity. J Pediatr Endocrinol Metab 32:19–26CrossRefPubMed Elhady M, Elazab AAAM, Bahagat KA et al (2019) Fatty pancreas in relation to insulin resistance and metabolic syndrome in children with obesity. J Pediatr Endocrinol Metab 32:19–26CrossRefPubMed
18.
go back to reference Staaf J, Labmayr V, Paulmichl K et al (2017) Pancreatic fat is associated with metabolic syndrome and visceral fat but not beta-cell function or body mass index in pediatric obesity. Pancreas 46:358–365CrossRefPubMed Staaf J, Labmayr V, Paulmichl K et al (2017) Pancreatic fat is associated with metabolic syndrome and visceral fat but not beta-cell function or body mass index in pediatric obesity. Pancreas 46:358–365CrossRefPubMed
19.
go back to reference Lee MS, Lee JS, Kim BS et al (2021) Quantitative analysis of pancreatic fat in children with obesity using magnetic resonance imaging and ultrasonography. Pediatr Gastroenterol Hepatol Nutr 24:555–563CrossRefPubMedPubMedCentral Lee MS, Lee JS, Kim BS et al (2021) Quantitative analysis of pancreatic fat in children with obesity using magnetic resonance imaging and ultrasonography. Pediatr Gastroenterol Hepatol Nutr 24:555–563CrossRefPubMedPubMedCentral
20.
go back to reference Covarrubias Y, Fowler KJ, Mamidipalli A et al (2019) Pilot study on longitudinal change in pancreatic proton density fat fraction during a weight-loss surgery program in adults with obesity. J Magn Reson Imaging 50:1092–1102CrossRefPubMedPubMedCentral Covarrubias Y, Fowler KJ, Mamidipalli A et al (2019) Pilot study on longitudinal change in pancreatic proton density fat fraction during a weight-loss surgery program in adults with obesity. J Magn Reson Imaging 50:1092–1102CrossRefPubMedPubMedCentral
21.
go back to reference Wang X, Misawa R, Zielinski MC et al (2013) Regional differences in islet distribution in the human pancreas–preferential beta-cell loss in the head region in patients with type 2 diabetes. PLoS ONE 8:e67454CrossRefPubMedPubMedCentral Wang X, Misawa R, Zielinski MC et al (2013) Regional differences in islet distribution in the human pancreas–preferential beta-cell loss in the head region in patients with type 2 diabetes. PLoS ONE 8:e67454CrossRefPubMedPubMedCentral
22.
23.
go back to reference Chiyanika C, Chan DFY, Hui SCN et al (2020) The relationship between pancreas steatosis and the risk of metabolic syndrome and insulin resistance in Chinese adolescents with concurrent obesity and non-alcoholic fatty liver disease. Pediatr Obes 15:e12653CrossRefPubMedPubMedCentral Chiyanika C, Chan DFY, Hui SCN et al (2020) The relationship between pancreas steatosis and the risk of metabolic syndrome and insulin resistance in Chinese adolescents with concurrent obesity and non-alcoholic fatty liver disease. Pediatr Obes 15:e12653CrossRefPubMedPubMedCentral
24.
go back to reference Wicklow BA, Griffith AT, Dumontet JN et al (2015) Pancreatic lipid content is not associated with beta cell dysfunction in youth-onset type 2 diabetes. Can J Diabetes 39:398–404CrossRefPubMed Wicklow BA, Griffith AT, Dumontet JN et al (2015) Pancreatic lipid content is not associated with beta cell dysfunction in youth-onset type 2 diabetes. Can J Diabetes 39:398–404CrossRefPubMed
26.
go back to reference Toledo-Corral CM, Alderete TL, Hu HH et al (2013) Ectopic fat deposition in prediabetic overweight and obese minority adolescents. J Clin Endocrinol Metab 98:1115–1121CrossRefPubMedPubMedCentral Toledo-Corral CM, Alderete TL, Hu HH et al (2013) Ectopic fat deposition in prediabetic overweight and obese minority adolescents. J Clin Endocrinol Metab 98:1115–1121CrossRefPubMedPubMedCentral
27.
go back to reference Fujii M, Ohno Y, Yamada M et al (2019) Impact of fatty pancreas and lifestyle on the development of subclinical chronic pancreatitis in healthy people undergoing a medical checkup. Environ Health Prev Med 24:10CrossRefPubMedPubMedCentral Fujii M, Ohno Y, Yamada M et al (2019) Impact of fatty pancreas and lifestyle on the development of subclinical chronic pancreatitis in healthy people undergoing a medical checkup. Environ Health Prev Med 24:10CrossRefPubMedPubMedCentral
Metadata
Title
Association of pancreatic fat on imaging with pediatric metabolic co-morbidities
Authors
Sarah E. Swauger
Kaity Fashho
Lindsey N. Hornung
Deborah A. Elder
Samjhana Thapaliya
Christopher G. Anton
Andrew T. Trout
Maisam Abu-El-Haija
Publication date
28-04-2023
Publisher
Springer Berlin Heidelberg
Published in
Pediatric Radiology / Issue 10/2023
Print ISSN: 0301-0449
Electronic ISSN: 1432-1998
DOI
https://doi.org/10.1007/s00247-023-05669-8

Other articles of this Issue 10/2023

Pediatric Radiology 10/2023 Go to the issue