Background: Noninvasive hepatic fibrosis scores that predict the presence of advanced fibrosis have been developed and validated in adult patients with NAFLD. The aims of our study were to assess the utility of commonly used adult fibrosis scores in pediatric NAFLD and to develop a pediatric specific fibrosis score that can predict advanced fibrosis. Methods: Consecutive children with biopsy-proven NAFLD were included. Fibrosis was determined by an experienced pathologist (F0-4). Advanced fibrosis was defined as fibrosis stage ≥3. The following adult fibrosis scores were calculated for each child: AST/ALT ratio, AST/platelet ratio index (APRI), NAFLD fibrosis score (NFS), and FIB-4 Index. Multivariable logistic regression analysis was performed to build a new pediatric model for predicting advanced fibrosis. Results: Our cohort consisted of 242 children with a mean age of 12.4±3.1 years and 63% were female. 36 (15%) subjects had advanced fibrosis. APRI and FIB-4 were higher in patients with advanced fibrosis compared to those with fibrosis stage 0-2; however, AST/ALT ratio and NFS were not different between the two groups. We used our data to develop a new model to predict advanced fibrosis which included: ALT, alkaline phosphatase, platelet counts and GGT. The multivariable logistic regression model (z) was defined as follows: z = 1.1+(0.34*sqrt(ALT))+(0. 002*alkaline phosphatase) - (1.1*log(platelets) - (0.02*GGT). This value was then converted into a probability distribution (p) with a value between 0 to 100 by the following formula: p = 1006exp(z)/[1+exp(z)]. The AUCROC for this model was 0.74 (95% CI: 0.66, 0.82). This was found to be significantly better than APRI, NAFLD Fibrosis Score and FIB-4 Index. Conclusion: Noninvasive hepatic fibrosis scores developed in adults had poor performance in diagnosing advanced fibrosis in children with NAFLD. We developed a new pediatric NAFLD fibrosis score with improved performance characteristics. © 2014 Alkhouri et al.

The development of the Pediatric NAFLD Fibrosis Score (PNFS) to predict the presence of advanced fibrosis in children with nonalcoholic fatty liver disease / Alkhouri, N; Mansoor, S; Giammaria, P; Liccardo, D; Lopez, R; Nobili, V.. - In: PLOS ONE. - ISSN 1932-6203. - 9:8(2014), p. e104558. [10.1371/journal.pone.0104558]

The development of the Pediatric NAFLD Fibrosis Score (PNFS) to predict the presence of advanced fibrosis in children with nonalcoholic fatty liver disease

Giammaria P;Lopez R;Nobili V.
2014

Abstract

Background: Noninvasive hepatic fibrosis scores that predict the presence of advanced fibrosis have been developed and validated in adult patients with NAFLD. The aims of our study were to assess the utility of commonly used adult fibrosis scores in pediatric NAFLD and to develop a pediatric specific fibrosis score that can predict advanced fibrosis. Methods: Consecutive children with biopsy-proven NAFLD were included. Fibrosis was determined by an experienced pathologist (F0-4). Advanced fibrosis was defined as fibrosis stage ≥3. The following adult fibrosis scores were calculated for each child: AST/ALT ratio, AST/platelet ratio index (APRI), NAFLD fibrosis score (NFS), and FIB-4 Index. Multivariable logistic regression analysis was performed to build a new pediatric model for predicting advanced fibrosis. Results: Our cohort consisted of 242 children with a mean age of 12.4±3.1 years and 63% were female. 36 (15%) subjects had advanced fibrosis. APRI and FIB-4 were higher in patients with advanced fibrosis compared to those with fibrosis stage 0-2; however, AST/ALT ratio and NFS were not different between the two groups. We used our data to develop a new model to predict advanced fibrosis which included: ALT, alkaline phosphatase, platelet counts and GGT. The multivariable logistic regression model (z) was defined as follows: z = 1.1+(0.34*sqrt(ALT))+(0. 002*alkaline phosphatase) - (1.1*log(platelets) - (0.02*GGT). This value was then converted into a probability distribution (p) with a value between 0 to 100 by the following formula: p = 1006exp(z)/[1+exp(z)]. The AUCROC for this model was 0.74 (95% CI: 0.66, 0.82). This was found to be significantly better than APRI, NAFLD Fibrosis Score and FIB-4 Index. Conclusion: Noninvasive hepatic fibrosis scores developed in adults had poor performance in diagnosing advanced fibrosis in children with NAFLD. We developed a new pediatric NAFLD fibrosis score with improved performance characteristics. © 2014 Alkhouri et al.
2014
Alanine Transaminase; Alkaline Phosphatase; Aspartate Aminotransferases; Biopsy; Blood Platelets; Child; Female; Humans; Liver Cirrhosis; Logistic Models; Male; Non-alcoholic Fatty Liver Disease; Platelet Count; Severity of Illness Index; Agricultural and Biological Sciences (all); Biochemistry, Genetics and Molecular Biology (all); Medicine (all)
01 Pubblicazione su rivista::01a Articolo in rivista
The development of the Pediatric NAFLD Fibrosis Score (PNFS) to predict the presence of advanced fibrosis in children with nonalcoholic fatty liver disease / Alkhouri, N; Mansoor, S; Giammaria, P; Liccardo, D; Lopez, R; Nobili, V.. - In: PLOS ONE. - ISSN 1932-6203. - 9:8(2014), p. e104558. [10.1371/journal.pone.0104558]
File allegati a questo prodotto
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1177829
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? 20
  • Scopus 63
  • ???jsp.display-item.citation.isi??? 60
social impact