Background and AimPediatric non‐alcoholic fatty liver disease (NAFLD) is a progressive disorder that is increasing in incidence globally. The study aims to describe the clinical profile and longitudinal outcome, including the utility of vibration‐controlled transient elastography (VCTE), in children with NAFLD at a single tertiary liver unit in Singapore.MethodsRetrospective review of patients aged 0–18 years referred for NAFLD from 2003 to 2020 was conducted. Diagnosis was based on persistent elevation of alanine transaminase ≥2× the upper limit of normal in at‐risk patients, and/or radiologic detection of hepatic steatosis, with the exclusion of other etiologies. VCTE‐derived liver stiffness measurements (LSMs) ≤7.0 , 7.1–9.0, and ≥9.1 kPa were used to differentiate normal (F0–F1), significant fibrosis (F2), and advanced fibrosis (F3–F4), respectively.ResultsThe study included 210 patients (72.4% male, mean age 11.6 years). New cases increased from 1.7/1000 referrals in 2003–2008 to 12.7 and 24.5/1000 referrals in 2009–2014 and 2015–2020, respectively. Significant proportion had dyslipidemia (41.4%), impaired glucose tolerance/diabetes (IGT/DM, 26.7%), and hypertension (17.1%). Only 6.2% had resolution of NAFLD after a mean follow‐up of 3.7 years. Based on VCTE (n = 65), 41.5% had normal LSM, while 26.2% and 32.3% had increased likelihood of significant and advanced fibrosis, respectively. Age ≥16 years (odds ratio [OR] 8.9), IGT/DM (OR 6.5), and aspartate transaminase >70 U/L (OR 11.0) were independent risk factors associated with increased likelihood of advanced fibrosis.ConclusionIncidence of pediatric NAFLD has increased dramatically in Singapore. Based on LSM estimation, pediatric NAFLD may be associated with an increased risk of developing advanced fibrosis by late adolescence.