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Published in: Digestive Diseases and Sciences 1/2024

Open Access 09-11-2023 | Choledocholithiasis | Original Article

Features of Metabolite Changes in Disease Evolution in Cholecystolithiasis

Authors: Kun Zhang, Yongzheng Wang, Xiaoxuan Cui, Wei Wang, Yuliang Li

Published in: Digestive Diseases and Sciences | Issue 1/2024

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Abstract

Background

Cholecystolithiasis is defined as a disease caused by complex and changeable factors. Advanced age, female sex, and a hypercaloric diet rich in carbohydrates and poor in fiber, together with obesity and genetic factors, are the main factors that may predispose people to choledocholithiasis. However, serum biomarkers for the rapid diagnosis of choledocholithiasis remain unclear.

Aims

This study was designed to explore the pathogenesis of cholecystolithiasis and identify the possible metabolic and lipidomic biomarkers for the diagnosis of the disease.

Methods

Using UHPLC-MS/MS and GC–MS, we detected the serum of 28 cholecystolithiasis patients and 19 controls. Statistical analysis of multiple variables included Principal Component Analysis (PCA). Visualization of differential metabolites was performed using volcano plots. The screened differential metabolites were further analyzed using clustering heatmaps. The quality of the model was assessed using random forests.

Results

In this study, dramatically altered lipid homeostasis was detected in cholecystolithiasis group. In addition, the levels of short-chain fatty acids and amino acids were noticeably changed in patients with cholecystolithiasis. They detected higher levels of FFA.18.1, FFA.20.1, LPC16.0, and LPC20.1, but lower levels of 1-Methyl-l-histidine and 4-Hydroxyproline. In addition, glycine and l-Tyrosine were higher in choledocholithiasis group. Analyses of metabolic serum in affected patients have the potential to develop an integrated metabolite-based biomarker model that can facilitate the early diagnosis and treatment of the disease.

Conclusion

Our results highlight the value of integrating lipid, amino acid, and short-chain fatty acid to explore the pathophysiology of cholecystolithiasis disease, and consequently, improve clinical decision-making.

Graphical Abstract

Using UHPLC-MS/MS and GC–MS, the serum of 28 cholecystolithiasis patients and 19 controls were analyzed. Through differential metabolite analysis, we found that the cholecystolithiasis group was detected with dramatically altered lipid homeostasis compared with healthy controls. In addition, the levels of short-chain fatty acids and amino acids were noticeably changed in patients with cholecystolithiasis. They detected higher levels of FFA.18.1, FFA.20.1, LPC16.0, and LPC20.1, but lower levels of 1-Methyl-l-histidine and 4-Hydroxyproline. Moreover, glycine and l-Tyrosine were higher in choledocholithiasis group. The results not only identify new targets for the clinical diagnosis and treatment of cholecystolithiasis but may also provide valuable insights for the research of the disease.
Literature
2.
go back to reference Einarsson K et al. Influence of age on secretion of cholesterol and synthesis of bile acids by the liver. N Engl J Med 1985;313:277–282.PubMedCrossRef Einarsson K et al. Influence of age on secretion of cholesterol and synthesis of bile acids by the liver. N Engl J Med 1985;313:277–282.PubMedCrossRef
3.
go back to reference Kratzer W, Mason RA, Kächele V. Prevalence of gallstones in sonographic surveys worldwide. J Clin Ultrasound 1999;27:1–7.PubMedCrossRef Kratzer W, Mason RA, Kächele V. Prevalence of gallstones in sonographic surveys worldwide. J Clin Ultrasound 1999;27:1–7.PubMedCrossRef
4.
go back to reference Schirmer BD, Winters KL, Edlich RF. Cholelithiasis and cholecystitis. J Long Term Eff Med Implants 2005;15:329–338.PubMedCrossRef Schirmer BD, Winters KL, Edlich RF. Cholelithiasis and cholecystitis. J Long Term Eff Med Implants 2005;15:329–338.PubMedCrossRef
6.
go back to reference Völzke H et al. Independent risk factors for gallstone formation in a region with high cholelithiasis prevalence. Digestion 2005;71:97–105.PubMedCrossRef Völzke H et al. Independent risk factors for gallstone formation in a region with high cholelithiasis prevalence. Digestion 2005;71:97–105.PubMedCrossRef
7.
go back to reference Thunnissen FM et al. Healthcare utilisation of patients with cholecystolithiasis in primary care: a multipractice comparative analysis. BMJ Open 2021;11:e053188.PubMedPubMedCentralCrossRef Thunnissen FM et al. Healthcare utilisation of patients with cholecystolithiasis in primary care: a multipractice comparative analysis. BMJ Open 2021;11:e053188.PubMedPubMedCentralCrossRef
9.
go back to reference Kimura Y et al. Definitions, pathophysiology, and epidemiology of acute cholangitis and cholecystitis: Tokyo Guidelines. J Hepatobiliary Pancreat Surg 2007;14:15–26.PubMedPubMedCentralCrossRef Kimura Y et al. Definitions, pathophysiology, and epidemiology of acute cholangitis and cholecystitis: Tokyo Guidelines. J Hepatobiliary Pancreat Surg 2007;14:15–26.PubMedPubMedCentralCrossRef
11.
go back to reference Tazuma S et al. Nutritional factors (nutritional aspects) in biliary disorders: bile acid and lipid metabolism in gallstone diseases and pancreaticobiliary maljunction. J Gastroenterol Hepatol 2013;28:103–107.PubMedCrossRef Tazuma S et al. Nutritional factors (nutritional aspects) in biliary disorders: bile acid and lipid metabolism in gallstone diseases and pancreaticobiliary maljunction. J Gastroenterol Hepatol 2013;28:103–107.PubMedCrossRef
12.
13.
go back to reference Jiang ZY et al. Increased expression of LXR alpha, ABCG5, ABCG8, and SR-BI in the liver from normolipidemic, nonobese Chinese gallstone patients. J Lipid Res 2008;49:464–472.PubMedCrossRef Jiang ZY et al. Increased expression of LXR alpha, ABCG5, ABCG8, and SR-BI in the liver from normolipidemic, nonobese Chinese gallstone patients. J Lipid Res 2008;49:464–472.PubMedCrossRef
14.
go back to reference Wang, D.Q., D.E. Cohen, and M.C. Carey, Biliary lipids and cholesterol gallstone disease. J Lipid Res, 2009. 50 Suppl: p. S406–11. Wang, D.Q., D.E. Cohen, and M.C. Carey, Biliary lipids and cholesterol gallstone disease. J Lipid Res, 2009. 50 Suppl: p. S406–11.
15.
go back to reference Wang HH et al. Effect of ezetimibe on the prevention and dissolution of cholesterol gallstones. Gastroenterology 2008;134:2101–2110.PubMedCrossRef Wang HH et al. Effect of ezetimibe on the prevention and dissolution of cholesterol gallstones. Gastroenterology 2008;134:2101–2110.PubMedCrossRef
16.
go back to reference Tazuma S. Homocysteine and gallstone diseases: is hyperhomocysteinemia a prerequisite for or secondary to gallstone formation? J Gastroenterol 2005;40:1085–1087.PubMedCrossRef Tazuma S. Homocysteine and gallstone diseases: is hyperhomocysteinemia a prerequisite for or secondary to gallstone formation? J Gastroenterol 2005;40:1085–1087.PubMedCrossRef
17.
18.
go back to reference Srivastava AK, Lal K, Tandon RK. A layerwise quantitation of human cholesterol gallstone constituents. Indian J Med Res 1983;77:733–738.PubMed Srivastava AK, Lal K, Tandon RK. A layerwise quantitation of human cholesterol gallstone constituents. Indian J Med Res 1983;77:733–738.PubMed
19.
go back to reference Maki, T., Pathogenesis of calcium bilirubinate gallstone: role of E. coli, beta-glucuronidase and coagulation by inorganic ions, polyelectrolytes and agitation. Ann Surg, 1966. 164: p. 90–100. Maki, T., Pathogenesis of calcium bilirubinate gallstone: role of E. coli, beta-glucuronidase and coagulation by inorganic ions, polyelectrolytes and agitation. Ann Surg, 1966. 164: p. 90–100.
21.
go back to reference Bugajska J et al. Characteristics of amino acid profiles and incretin hormones in patients with gallstone disease: a pilot study. Pol Arch Intern Med 2019;129:883–888.PubMed Bugajska J et al. Characteristics of amino acid profiles and incretin hormones in patients with gallstone disease: a pilot study. Pol Arch Intern Med 2019;129:883–888.PubMed
22.
go back to reference Pang, Z., et al., MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights. Nucleic Acids Res, 2021. 49: p. W388-w396. Pang, Z., et al., MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights. Nucleic Acids Res, 2021. 49: p. W388-w396.
23.
go back to reference Adler, J. and I. Parmryd, Quantifying colocalization by correlation: the Pearson correlation coefficient is superior to the Mander's overlap coefficient. (1552–4930 (Electronic)). Adler, J. and I. Parmryd, Quantifying colocalization by correlation: the Pearson correlation coefficient is superior to the Mander's overlap coefficient. (1552–4930 (Electronic)).
24.
go back to reference McCain RS et al. Current practices and future prospects for the management of gallbladder polyps: A topical review. World J Gastroenterol 2018;24:2844–2852.PubMedPubMedCentralCrossRef McCain RS et al. Current practices and future prospects for the management of gallbladder polyps: A topical review. World J Gastroenterol 2018;24:2844–2852.PubMedPubMedCentralCrossRef
25.
go back to reference Guo T et al. Surgical methods of treatment for cholecystolithiasis combined with choledocholithiasis: six years’ experience of a single institution. Surg Endosc 2022;36:4903–4911.PubMedCrossRef Guo T et al. Surgical methods of treatment for cholecystolithiasis combined with choledocholithiasis: six years’ experience of a single institution. Surg Endosc 2022;36:4903–4911.PubMedCrossRef
26.
go back to reference Kurzweil SM et al. Hyperbilirubinemia without common bile duct abnormalities and hyperamylasemia without pancreatitis in patients with gallbladder disease. Arch Surg 1994;129:829–833.PubMedCrossRef Kurzweil SM et al. Hyperbilirubinemia without common bile duct abnormalities and hyperamylasemia without pancreatitis in patients with gallbladder disease. Arch Surg 1994;129:829–833.PubMedCrossRef
28.
go back to reference Ohigashi T et al. Protective effect of phosphatidylcholine on lysophosphatidylcholine-induced cellular senescence in cholangiocyte. J Hepatobiliary Pancreat Sci 2019;26:568–577.PubMedCrossRef Ohigashi T et al. Protective effect of phosphatidylcholine on lysophosphatidylcholine-induced cellular senescence in cholangiocyte. J Hepatobiliary Pancreat Sci 2019;26:568–577.PubMedCrossRef
29.
go back to reference Sugiyama, Y., et al., Altered bile composition in the gallbladder and common bile duct of patients with anomalous pancreaticobiliary ductal junction. World J Surg, 2000. 24: p. 17–20; discussion 21. Sugiyama, Y., et al., Altered bile composition in the gallbladder and common bile duct of patients with anomalous pancreaticobiliary ductal junction. World J Surg, 2000. 24: p. 17–20; discussion 21.
30.
go back to reference Fujita K et al. Partial characterization of proapoptotic action of biliary deteriorated lipids on biliary epithelial cells in pancreaticobiliary diseases. J Hepatobiliary Pancreat Sci 2014;21:212–218.PubMedCrossRef Fujita K et al. Partial characterization of proapoptotic action of biliary deteriorated lipids on biliary epithelial cells in pancreaticobiliary diseases. J Hepatobiliary Pancreat Sci 2014;21:212–218.PubMedCrossRef
31.
go back to reference Shimizu R et al. Cholangiocyte senescence caused by lysophosphatidylcholine as a potential implication in carcinogenesis. J Hepatobiliary Pancreat Sci 2015;22:675–682.PubMedCrossRef Shimizu R et al. Cholangiocyte senescence caused by lysophosphatidylcholine as a potential implication in carcinogenesis. J Hepatobiliary Pancreat Sci 2015;22:675–682.PubMedCrossRef
33.
go back to reference Holloway RH, Heath T. Effect of oestradiol benzoate on biliary phospholipids in the rat. Aust J Biol Sci 1973;26:1009–1013.PubMedCrossRef Holloway RH, Heath T. Effect of oestradiol benzoate on biliary phospholipids in the rat. Aust J Biol Sci 1973;26:1009–1013.PubMedCrossRef
34.
go back to reference Mingrone G, Greco AV, Passi S. The possible role of free fatty acids in the pathogenesis of cholesterol gallstones in man. Biochim Biophys Acta 1983;751:138–144.PubMedCrossRef Mingrone G, Greco AV, Passi S. The possible role of free fatty acids in the pathogenesis of cholesterol gallstones in man. Biochim Biophys Acta 1983;751:138–144.PubMedCrossRef
35.
go back to reference Xiang Y et al. Free fatty acids and triglyceride change in the gallbladder bile of gallstone patients with pancreaticobiliary reflux. Lipids Health Dis 2021;20:97.PubMedPubMedCentralCrossRef Xiang Y et al. Free fatty acids and triglyceride change in the gallbladder bile of gallstone patients with pancreaticobiliary reflux. Lipids Health Dis 2021;20:97.PubMedPubMedCentralCrossRef
36.
go back to reference Egan BM, Greene EL, Goodfriend TL. Nonesterified fatty acids in blood pressure control and cardiovascular complications. Curr Hypertens Rep 2001;3:107–116.PubMedCrossRef Egan BM, Greene EL, Goodfriend TL. Nonesterified fatty acids in blood pressure control and cardiovascular complications. Curr Hypertens Rep 2001;3:107–116.PubMedCrossRef
37.
go back to reference Boden, G., Obesity and free fatty acids. Endocrinol Metab Clin North Am, 2008. 37: p. 635–46, viii-ix. Boden, G., Obesity and free fatty acids. Endocrinol Metab Clin North Am, 2008. 37: p. 635–46, viii-ix.
38.
39.
go back to reference Behrendt A et al. Vasor: Accurate prediction of variant effects for amino acid substitutions in multidrug resistance protein 3. Hepatol Commun 2022;6:3098–3111.PubMedPubMedCentralCrossRef Behrendt A et al. Vasor: Accurate prediction of variant effects for amino acid substitutions in multidrug resistance protein 3. Hepatol Commun 2022;6:3098–3111.PubMedPubMedCentralCrossRef
40.
go back to reference Wang W et al. Defective branched chain amino acid catabolism contributes to cardiac dysfunction and remodeling following myocardial infarction. Am J Physiol Heart Circ Physiol 2016;311:H1160-h1169.PubMedCrossRef Wang W et al. Defective branched chain amino acid catabolism contributes to cardiac dysfunction and remodeling following myocardial infarction. Am J Physiol Heart Circ Physiol 2016;311:H1160-h1169.PubMedCrossRef
41.
go back to reference Bloomgarden Z. Diabetes and branched-chain amino acids: What is the link? J Diabetes 2018;10:350–352.PubMedCrossRef Bloomgarden Z. Diabetes and branched-chain amino acids: What is the link? J Diabetes 2018;10:350–352.PubMedCrossRef
42.
43.
44.
45.
go back to reference Vieira EL et al. Oral administration of sodium butyrate attenuates inflammation and mucosal lesion in experimental acute ulcerative colitis. J Nutr Biochem 2012;23:430–436.PubMedCrossRef Vieira EL et al. Oral administration of sodium butyrate attenuates inflammation and mucosal lesion in experimental acute ulcerative colitis. J Nutr Biochem 2012;23:430–436.PubMedCrossRef
46.
go back to reference Mirzaei R et al. Role of microbiota-derived short-chain fatty acids in nervous system disorders. Biomed Pharmacother 2021;139:111661.PubMedCrossRef Mirzaei R et al. Role of microbiota-derived short-chain fatty acids in nervous system disorders. Biomed Pharmacother 2021;139:111661.PubMedCrossRef
47.
go back to reference Mirzaei R et al. Role of microbiota-derived short-chain fatty acids in cancer development and prevention. Biomed Pharmacother 2021;139:111619.PubMedCrossRef Mirzaei R et al. Role of microbiota-derived short-chain fatty acids in cancer development and prevention. Biomed Pharmacother 2021;139:111619.PubMedCrossRef
48.
go back to reference Kim CH. Microbiota or short-chain fatty acids: which regulates diabetes? Cell Mol Immunol 2018;15:88–91.PubMedCrossRef Kim CH. Microbiota or short-chain fatty acids: which regulates diabetes? Cell Mol Immunol 2018;15:88–91.PubMedCrossRef
49.
go back to reference Ohira H, Tsutsui W, Fujioka Y. Are Short Chain Fatty Acids in Gut Microbiota Defensive Players for Inflammation and Atherosclerosis? J Atheroscler Thromb 2017;24:660–672.PubMedPubMedCentralCrossRef Ohira H, Tsutsui W, Fujioka Y. Are Short Chain Fatty Acids in Gut Microbiota Defensive Players for Inflammation and Atherosclerosis? J Atheroscler Thromb 2017;24:660–672.PubMedPubMedCentralCrossRef
50.
go back to reference Parada Venegas D et al. Short Chain Fatty Acids (SCFAs)-Mediated Gut Epithelial and Immune Regulation and Its Relevance for Inflammatory Bowel Diseases. Front Immunol 2019;10:277.PubMedPubMedCentralCrossRef Parada Venegas D et al. Short Chain Fatty Acids (SCFAs)-Mediated Gut Epithelial and Immune Regulation and Its Relevance for Inflammatory Bowel Diseases. Front Immunol 2019;10:277.PubMedPubMedCentralCrossRef
Metadata
Title
Features of Metabolite Changes in Disease Evolution in Cholecystolithiasis
Authors
Kun Zhang
Yongzheng Wang
Xiaoxuan Cui
Wei Wang
Yuliang Li
Publication date
09-11-2023
Publisher
Springer US
Published in
Digestive Diseases and Sciences / Issue 1/2024
Print ISSN: 0163-2116
Electronic ISSN: 1573-2568
DOI
https://doi.org/10.1007/s10620-023-08134-6

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