Skip to main content
Top
Published in: BMC Pediatrics 1/2020

Open Access 01-12-2020 | Research article

Development and validation of bile acid profile-based scoring system for identification of biliary atresia: a prospective study

Authors: Dongying Zhao, Kejun Zhou, Yan Chen, Wei Xie, Yongjun Zhang

Published in: BMC Pediatrics | Issue 1/2020

Login to get access

Abstract

Background

Early distinguishing biliary atresia from other causes of infantile cholestasis remains a major challenge. We aimed to develop and validate a scoring system based on bile acid for identification of biliary atresia.

Methods

In a prospective study, a total of 141 infants with cholestasis were enrolled in two sets (derivation cohort, n = 66; validation cohort, n = 75) from 2014 to 2018. Variables with significant difference between biliary atresia and non-biliary atresia infants were selected in the derivation cohort. Then, a scoring system including those variables was designed and validated.

Results

Among 66 patients in the derivation cohort, 34 (51.5%) had biliary atresia. A scoring system was proposed with the following variables: glycochenodeoxycholic acid/chenodeoxycholic acid, clay stool, and gamma-glutamyl transferase. The total score ranged from 0 to 41, and a cutoff value of 15 identified biliary atresia with an area under receiver operating characteristic curve of 0.87 (95% confidence interval, 0.77–0.94), sensitivity of 85.3%, and specificity of 81.3% in the derivation cohort; these values were also confirmed in a validation cohort with a sensitivity of 90.0% and specificity of 80.0%.

Conclusions

The proposed simple scoring system had good diagnostic accuracy for estimating the risk of biliary atresia in infants with cholestasis.
Appendix
Available only for authorised users
Literature
1.
go back to reference Serinet MO, Wildhaber BE, Broue P, Lachaux A, Sarles J, Jacquemin E, et al. Impact of age at Kasai operation on its results in late childhood and adolescence: a rational basis for biliary atresia screening. Pediatrics. 2009;123:1280–6.CrossRef Serinet MO, Wildhaber BE, Broue P, Lachaux A, Sarles J, Jacquemin E, et al. Impact of age at Kasai operation on its results in late childhood and adolescence: a rational basis for biliary atresia screening. Pediatrics. 2009;123:1280–6.CrossRef
2.
go back to reference Jiang CB, Lee HC, Yeung CY, Sheu JC, Chang PY, Wang NL, et al. A scoring system to predict the need for liver transplantation for biliary atresia after Kasai portoenterostomy. Eur J Pediatr. 2003;162:603–6.CrossRef Jiang CB, Lee HC, Yeung CY, Sheu JC, Chang PY, Wang NL, et al. A scoring system to predict the need for liver transplantation for biliary atresia after Kasai portoenterostomy. Eur J Pediatr. 2003;162:603–6.CrossRef
3.
go back to reference Rastogi A, Krishnani N, Yachha SK, Khanna V, Poddar U, Lal R. Histopathological features and accuracy for diagnosing biliary atresia by prelaparotomy liver biopsy in developing countries. J Gastroenterol Hepatol. 2009;24:97–102.CrossRef Rastogi A, Krishnani N, Yachha SK, Khanna V, Poddar U, Lal R. Histopathological features and accuracy for diagnosing biliary atresia by prelaparotomy liver biopsy in developing countries. J Gastroenterol Hepatol. 2009;24:97–102.CrossRef
4.
go back to reference El-Guindi MA, El-Said HH, Hussein MH, Nassar R-S, Sira AM. Urinary urobilinogen in biliary atresia: a missed, simple and cheap diagnostic test. Hepatol Res. 2016;46:174–82.CrossRef El-Guindi MA, El-Said HH, Hussein MH, Nassar R-S, Sira AM. Urinary urobilinogen in biliary atresia: a missed, simple and cheap diagnostic test. Hepatol Res. 2016;46:174–82.CrossRef
5.
go back to reference Dong R, Jiang J, Zhang S, Shen Z, Chen G, Huang Y, et al. Development and validation of novel diagnostic models for biliary atresia in a large cohort of Chinese patients. EBioMedicine. 2018;34:223–30.CrossRef Dong R, Jiang J, Zhang S, Shen Z, Chen G, Huang Y, et al. Development and validation of novel diagnostic models for biliary atresia in a large cohort of Chinese patients. EBioMedicine. 2018;34:223–30.CrossRef
6.
go back to reference Gu YH, Yokoyama K, Mizuta K, Tsuchioka T, Kudo T, Sasaki H, et al. Stool color card screening for early detection of biliary atresia and long-term native liver survival: a 19-year cohort study in Japan. J Pediatr. 2015;166:897–902 e891.CrossRef Gu YH, Yokoyama K, Mizuta K, Tsuchioka T, Kudo T, Sasaki H, et al. Stool color card screening for early detection of biliary atresia and long-term native liver survival: a 19-year cohort study in Japan. J Pediatr. 2015;166:897–902 e891.CrossRef
7.
go back to reference Tseng JJ, Lai MS, Lin MC, Fu YC. Stool color card screening for biliary atresia. Pediatrics. 2011;128:e1209–15.CrossRef Tseng JJ, Lai MS, Lin MC, Fu YC. Stool color card screening for biliary atresia. Pediatrics. 2011;128:e1209–15.CrossRef
8.
go back to reference Dong C, Zhu HY, Chen YC, Luo XP, Huang ZH. Clinical assessment of differential diagnostic methods in infants with cholestasis due to biliary atresia or non-biliary atresia. Curr Med Sci. 2018;38:137–43.CrossRef Dong C, Zhu HY, Chen YC, Luo XP, Huang ZH. Clinical assessment of differential diagnostic methods in infants with cholestasis due to biliary atresia or non-biliary atresia. Curr Med Sci. 2018;38:137–43.CrossRef
9.
go back to reference Luo L, Aubrecht J, Li D, Warner RL, Johnson KJ, Kenny J, et al. Assessment of serum bile acid profiles as biomarkers of liver injury and liver disease in humans. PLoS One. 2018;13:e0193824.CrossRef Luo L, Aubrecht J, Li D, Warner RL, Johnson KJ, Kenny J, et al. Assessment of serum bile acid profiles as biomarkers of liver injury and liver disease in humans. PLoS One. 2018;13:e0193824.CrossRef
10.
go back to reference Cui Y, Xu B, Zhang X, He Y, Shao Y, Ding M. Diagnostic and therapeutic profiles of serum bile acids in women with intrahepatic cholestasis of pregnancy-a pseudo-targeted metabolomics study. Clin Chim Acta. 2018;483:135–41.CrossRef Cui Y, Xu B, Zhang X, He Y, Shao Y, Ding M. Diagnostic and therapeutic profiles of serum bile acids in women with intrahepatic cholestasis of pregnancy-a pseudo-targeted metabolomics study. Clin Chim Acta. 2018;483:135–41.CrossRef
11.
go back to reference Caussy C, Hsu C, Singh S, Bassirian S, Kolar J, Faulkner C, et al. Serum bile acid patterns are associated with the presence of NAFLD in twins, and dose-dependent changes with increase in fibrosis stage in patients with biopsy-proven NAFLD. Aliment Pharmacol Ther. 2019;49:183–93.CrossRef Caussy C, Hsu C, Singh S, Bassirian S, Kolar J, Faulkner C, et al. Serum bile acid patterns are associated with the presence of NAFLD in twins, and dose-dependent changes with increase in fibrosis stage in patients with biopsy-proven NAFLD. Aliment Pharmacol Ther. 2019;49:183–93.CrossRef
12.
go back to reference Yang CH, Chen CY, Chou YY, Chiu HC, Tsai WL, Shiesh SC. Bile acid profiles in neonatal intrahepatic cholestasis caused by citrin deficiency. Clin Chim Acta. 2017;475:28–35.CrossRef Yang CH, Chen CY, Chou YY, Chiu HC, Tsai WL, Shiesh SC. Bile acid profiles in neonatal intrahepatic cholestasis caused by citrin deficiency. Clin Chim Acta. 2017;475:28–35.CrossRef
13.
go back to reference Yang JG, Ma DQ, Peng Y, Song L, Li CL. Comparison of different diagnostic methods for differentiating biliary atresia from idiopathic neonatal hepatitis. Clin Imaging. 2009;33:439–46.CrossRef Yang JG, Ma DQ, Peng Y, Song L, Li CL. Comparison of different diagnostic methods for differentiating biliary atresia from idiopathic neonatal hepatitis. Clin Imaging. 2009;33:439–46.CrossRef
14.
go back to reference De Bruyne R, Van Biervliet S, Vande Velde S, Van Winckel M. Clinical practice: neonatal cholestasis. Eur J Pediatr. 2011;170:279–84.CrossRef De Bruyne R, Van Biervliet S, Vande Velde S, Van Winckel M. Clinical practice: neonatal cholestasis. Eur J Pediatr. 2011;170:279–84.CrossRef
15.
16.
go back to reference Russo P, Magee J, Anders RA, Bove KE, Chung C, Cummings OW, et al. key Histopathologic features of liver biopsies that distinguish biliary atresia from other causes of infantile cholestasis and their correlation with outcome: a multicenter study. Am J Surg Pathol. 2016;40:1601–15.CrossRef Russo P, Magee J, Anders RA, Bove KE, Chung C, Cummings OW, et al. key Histopathologic features of liver biopsies that distinguish biliary atresia from other causes of infantile cholestasis and their correlation with outcome: a multicenter study. Am J Surg Pathol. 2016;40:1601–15.CrossRef
17.
go back to reference Kim JR, Hwang JY, Yoon HM, Jung AY, Lee JS, Kim JS, et al. Risk estimation for biliary atresia in patients with neonatal cholestasis: development and validation of a risk score. Radiology. 2018;288:262–9.CrossRef Kim JR, Hwang JY, Yoon HM, Jung AY, Lee JS, Kim JS, et al. Risk estimation for biliary atresia in patients with neonatal cholestasis: development and validation of a risk score. Radiology. 2018;288:262–9.CrossRef
18.
go back to reference Zhou K, Wang J, Xie G, Zhou Y, Yan W, Pan W, et al. Distinct plasma bile acid profiles of biliary atresia and neonatal hepatitis syndrome. J Proteome Res. 2015;14:4844–50.CrossRef Zhou K, Wang J, Xie G, Zhou Y, Yan W, Pan W, et al. Distinct plasma bile acid profiles of biliary atresia and neonatal hepatitis syndrome. J Proteome Res. 2015;14:4844–50.CrossRef
19.
go back to reference Scherer M, Gnewuch C, Schmitz G, Liebisch G. Rapid quantification of bile acids and their conjugates in serum by liquid chromatography–tandem mass spectrometry. J Chromatogr B. 2009;877:3920–5.CrossRef Scherer M, Gnewuch C, Schmitz G, Liebisch G. Rapid quantification of bile acids and their conjugates in serum by liquid chromatography–tandem mass spectrometry. J Chromatogr B. 2009;877:3920–5.CrossRef
20.
go back to reference Sullivan LM, Massaro JM, D'Agostino RB Sr. Presentation of multivariate data for clinical use: the Framingham study risk score functions. Stat Med. 2004;23:1631–60.CrossRef Sullivan LM, Massaro JM, D'Agostino RB Sr. Presentation of multivariate data for clinical use: the Framingham study risk score functions. Stat Med. 2004;23:1631–60.CrossRef
21.
go back to reference Nguyen M, Dossa A, Zagory J, Golden J, Roberts A, Fu X, et al. Liquid chromatography-mass spectroscopy as a tool in the rapid diagnosis of biliary atresia: a pilot study. J Pediatr Surg. 2016;51:923–6.CrossRef Nguyen M, Dossa A, Zagory J, Golden J, Roberts A, Fu X, et al. Liquid chromatography-mass spectroscopy as a tool in the rapid diagnosis of biliary atresia: a pilot study. J Pediatr Surg. 2016;51:923–6.CrossRef
22.
go back to reference Golden J, Zagory JA, Fenlon M, Goodhue CJ, Xiao Y, Fu X, et al. Liquid chromatography-mass spectroscopy in the diagnosis of biliary atresia in children with hyperbilirubinemia. J Surg Res. 2018;228:228–37.CrossRef Golden J, Zagory JA, Fenlon M, Goodhue CJ, Xiao Y, Fu X, et al. Liquid chromatography-mass spectroscopy in the diagnosis of biliary atresia in children with hyperbilirubinemia. J Surg Res. 2018;228:228–37.CrossRef
23.
go back to reference Zhou K, Lin N, Xiao Y, Wang Y, Wen J, Zou GM, et al. Elevated bile acids in newborns with biliary atresia (BA). PLoS One. 2012;7:e49270.CrossRef Zhou K, Lin N, Xiao Y, Wang Y, Wen J, Zou GM, et al. Elevated bile acids in newborns with biliary atresia (BA). PLoS One. 2012;7:e49270.CrossRef
24.
go back to reference Han J, Qin WX, Li ZL, Xu AJ, Xing H, Wu H, et al. Tissue and serum metabolite profiling reveals potential biomarkers of human hepatocellular carcinoma. Clin Chim Acta. 2019;488:68–75.CrossRef Han J, Qin WX, Li ZL, Xu AJ, Xing H, Wu H, et al. Tissue and serum metabolite profiling reveals potential biomarkers of human hepatocellular carcinoma. Clin Chim Acta. 2019;488:68–75.CrossRef
25.
go back to reference Chen G, Xue P, Zheng S, Chen L, Ma Y. A pathological scoring system in the diagnosis and judgment of prognosis of biliary atresia. J Pediatr Surg. 2015;50:2119–23.CrossRef Chen G, Xue P, Zheng S, Chen L, Ma Y. A pathological scoring system in the diagnosis and judgment of prognosis of biliary atresia. J Pediatr Surg. 2015;50:2119–23.CrossRef
26.
go back to reference Yang L, Zhou Y, Xu PP, Mourya R, Lei HY, Cao GQ, et al. Diagnostic accuracy of serum matrix Metalloproteinase-7 for biliary atresia. Hepatology. 2018;68:2069–77.CrossRef Yang L, Zhou Y, Xu PP, Mourya R, Lei HY, Cao GQ, et al. Diagnostic accuracy of serum matrix Metalloproteinase-7 for biliary atresia. Hepatology. 2018;68:2069–77.CrossRef
27.
go back to reference Kim H, Park S, Ha S, Kim JS, Kim DY, Oh M. False-negative Hepatobiliary Scintigraphy for biliary atresia. Nucl Med Mol Imaging. 2019;53:356–60.CrossRef Kim H, Park S, Ha S, Kim JS, Kim DY, Oh M. False-negative Hepatobiliary Scintigraphy for biliary atresia. Nucl Med Mol Imaging. 2019;53:356–60.CrossRef
28.
go back to reference Mandelia A, Lal R, Mutt N. Role of Hepatobiliary Scintigraphy and preoperative liver biopsy for exclusion of biliary atresia in neonatal cholestasis syndrome. Indian J Pediatr. 2017;84:685–90.CrossRef Mandelia A, Lal R, Mutt N. Role of Hepatobiliary Scintigraphy and preoperative liver biopsy for exclusion of biliary atresia in neonatal cholestasis syndrome. Indian J Pediatr. 2017;84:685–90.CrossRef
29.
go back to reference El-Guindi MA, Sira MM, Sira AM, Salem TA, El-Abd OL, Konsowa HA, et al. Design and validation of a diagnostic score for biliary atresia. J Hepatol. 2014;61:116–23.CrossRef El-Guindi MA, Sira MM, Sira AM, Salem TA, El-Abd OL, Konsowa HA, et al. Design and validation of a diagnostic score for biliary atresia. J Hepatol. 2014;61:116–23.CrossRef
Metadata
Title
Development and validation of bile acid profile-based scoring system for identification of biliary atresia: a prospective study
Authors
Dongying Zhao
Kejun Zhou
Yan Chen
Wei Xie
Yongjun Zhang
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2020
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-020-02169-8

Other articles of this Issue 1/2020

BMC Pediatrics 1/2020 Go to the issue