Abstract
There is ample evidence implicating obesity, nonalcoholic fatty liver disease, and associated metabolic disorders in the risk of hepatobiliary tract cancer. A number of circulating biomarkers related to obesity and metabolic dysfunction could serve as (1) reliable proxies for adiposity-associated disease risk, (2) indicators of intermediate phenotypic alterations, and (3) early markers of elevated disease risk. This book chapter is aimed at providing an overview of recent advances linking biomarkers associated with obesity and impaired metabolism with hepatobiliary tract cancer development and progression. Here, we largely focus on the role of selected metabolic biomarkers – both established and novel ones – as potential intermediates of the association between obesity and liver cancer risk by means of understanding etiology and improving prevention. Overall, evidence has emerged to suggest circulating biomarkers indicative of hyperinsulinemia, biomarkers of chronic low-grade inflammation and immune response, and selected adipose tissue-derived cytokines and hormones to be associated with the risk of the most common form of liver cancer – hepatocellular carcinoma. Moreover, recent evidence largely supports the role of metabolic biomarkers as early disease risk predictors in “low-risk” population groups such as Western Europe and North America. Novel “omics” technologies – metabolomics, proteomics, and glycomics – are intensively being used for the identification of biomarkers in the metabolic pathways. Targeted and untargeted metabolomic approaches have recently led to the discovery of metabolites representing key metabolic alterations in amino acid, polyunsaturated lipid, acetate, and citrate metabolism in the development of liver cancer. Furthermore, metabolic biomarkers were shown to improve primary liver cancer diagnosis beyond the most common biomarkers applied in clinical practice – i.e., alpha-fetoprotein and liver enzyme levels. The role of obesity and metabolic biomarkers was also suggested for gallbladder cancer; however these links remain largely uninvestigated. Despite the given promise for biomarker application, further research is warranted in order to better characterize specific metabolic biomarkers in understanding etiology and their validation as early markers for risk assessment of hepatobiliary tract cancer.
Similar content being viewed by others
Abbreviations
- BMI:
-
Body mass index
- EPIC:
-
European Prospective Investigation into Cancer and Nutrition Cohort
- HCC:
-
Hepatocellular carcinoma
- HOMA-IR index:
-
Homeostasis model assessment of insulin resistance index
- IGF:
-
Insulin-like growth factor
- IGFBP:
-
Insulin-like growth factor binding protein
- IL-6:
-
Interleukin-6
- NAFLD:
-
Nonalcoholic fatty liver disease
- NASH:
-
Nonalcoholic steatohepatitis
- TNF-a:
-
Tumor necrosis factor-alpha
References
Abenavoli L, Peta V. Role of adipokines and cytokines in non-alcoholic fatty liver disease. Rev Recent Clin Trials. 2014;9(3):134–40.
Aleksandrova K, et al. Inflammatory and metabolic biomarkers and risk of liver and biliary tract cancer. Hepatology. 2014;60(3):858–71.
Arano T, et al. Serum level of adiponectin and the risk of liver cancer development in chronic hepatitis C patients. Int J Cancer. 2011;129(9):2226–35.
Bekaert M, et al. Association of recently described adipokines with liver histology in biopsy-proven non-alcoholic fatty liver disease: a systematic review. Obes Rev. 2016;17(1):68–80.
Bell LN, et al. Serum proteomics and biomarker discovery across the spectrum of nonalcoholic fatty liver disease. Hepatology. 2010;51(1):111–20.
Bellentani S, Marino M. Epidemiology and natural history of non-alcoholic fatty liver disease (NAFLD). Ann Hepatol. 2009;8 Suppl 1:S4–8.
Bertolani C, Marra F. The role of adipokines in liver fibrosis. Pathophysiology. 2008;15(2):91–101.
Buechler C, Wanninger J, Neumeier M. Adiponectin, a key adipokine in obesity related liver diseases. World J Gastroenterol. 2011;17(23):2801–11.
Cabibbo G, Craxi A. Epidemiology, risk factors and surveillance of hepatocellular carcinoma. Eur Rev Med Pharmacol Sci. 2010;14(4):352–5.
Caldwell SH, et al. Obesity and hepatocellular carcinoma. Gastroenterology. 2004;127(5 Suppl 1):S97–103.
Calle EE, Kaaks R. Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms. Nat Rev Cancer. 2004;4(8):579–91.
Center MM, Jemal A. International trends in liver cancer incidence rates. Cancer Epidemiol Biomarkers Prev. 2011;20(11):2362–8.
Chao LT, et al. Insulin, glucose and hepatocellular carcinoma risk in male hepatitis B carriers: results from 17-year follow-up of a population-based cohort. Carcinogenesis. 2011;32(6):876–81.
Chen C, et al. Serum protein N-glycans profiling for the discovery of potential biomarkers for nonalcoholic steatohepatitis. J Proteome Res. 2009;8(2):463–70.
Chettouh H, et al. Hyperinsulinaemia and insulin signalling in the pathogenesis and the clinical course of hepatocellular carcinoma. Liver Int. 2015;35(10):2203–17.
Cheung O, et al. Nonalcoholic steatohepatitis is associated with altered hepatic MicroRNA expression. Hepatology. 2008;48(6):1810–20.
Clemmons DR. Insulin-like growth factor binding proteins and their role in controlling IGF actions. Cytokine Growth Factor Rev. 1997;8(1):45–62.
Donohoe CL, Doyle SL, Reynolds JV. Visceral adiposity, insulin resistance and cancer risk. Diabetology & Metabolic Syndrome. 2011;3:12. doi:10.1186/1758-5996-3-12.
Dutta D, et al. Leptin and cancer: pathogenesis and modulation. Indian J Endocrinol Metab. 2012;16 Suppl 3:S596–600.
Eguchi Y, et al. Visceral fat accumulation and insulin resistance are important factors in nonalcoholic fatty liver disease. J Gastroenterol. 2006;41(5):462–9.
Eguchi Y, et al. The pathological role of visceral fat accumulation in steatosis, inflammation, and progression of nonalcoholic fatty liver disease. J Gastroenterol. 2011;46 Suppl 1:70–8.
Elinav E, et al. Suppression of hepatocellular carcinoma growth in mice via leptin, is associated with inhibition of tumor cell growth and natural killer cell activation. J Hepatol. 2006;44(3):529–36.
El-Serag HB. Hepatocellular carcinoma. N Engl J Med. 2011;365(12):1118–27.
El-Serag HB, Rudolph KL. Hepatocellular carcinoma: epidemiology and molecular carcinogenesis. Gastroenterology. 2007;132(7):2557–76.
Fages A, Duarte-Salles T, Stepien M, Ferrari P, Fedirko V, Pontoizeau C, et al. Metabolomic profiles of hepatocellular carcinoma in a European prospective cohort. BMC medicine. 2015;13:242. http://creativecommons.org/publicdomain/zero/1.0/.
Ferlay J et al. Cancer incidence and mortality worldwide: IARC CancerBase No. 11 [Internet]. Lyon: International Agency for Research on Cancer; 2014. Available from http://globocan.iarc.fr. Accessed 30 May 2016.
Fitzpatrick E, Dhawan A. Noninvasive biomarkers in non-alcoholic fatty liver disease: current status and a glimpse of the future. World J Gastroenterol. 2014;20(31):10851–63.
Fu X, et al. Relative telomere length: a novel non-invasive biomarker for the risk of non-cirrhotic hepatocellular carcinoma in patients with chronic hepatitis B infection. Eur J Cancer. 2012;48(7):1014–22.
Garcia-Calzon S, et al. Longitudinal association of telomere length and obesity indices in an intervention study with a Mediterranean diet: the PREDIMED-NAVARRA trial. Int J Obes (Lond). 2014;38(2):177–82.
GLOBOCAN 2012 v1.0, Cancer Incidence and Mortality Worldwide: IARC CancerBase No. 1 [Internet].Lyon, France: International Agency for Research on Cancer; 2013. Available from: http://globocan.iarc.fr, accessed on 25 May 2016.
Greenberg AS, Obin MS. Obesity and the role of adipose tissue in inflammation and metabolism. Am J Clin Nutr. 2006;83(2):461S–5.
Haukeland JW, et al. Fetuin A in nonalcoholic fatty liver disease: in vivo and in vitro studies. Eur J Endocrinol. 2012;166(3):503–10.
Huang Q, et al. Metabolic characterization of hepatocellular carcinoma using nontargeted tissue metabolomics. Cancer Res. 2013;73(16):4992–5002.
Hung TM, et al. Up-regulation of microRNA-190b plays a role for decreased IGF-1 that induces insulin resistance in human hepatocellular carcinoma. PLoS One. 2014;9(2):e89446.
Jemal A, et al. Global cancer statistics. CA Cancer J Clin. 2011;61(2):69–90.
Jung UJ, Choi MS. Obesity and its metabolic complications: the role of adipokines and the relationship between obesity, inflammation, insulin resistance, dyslipidemia and nonalcoholic fatty liver disease. Int J Mol Sci. 2014;15(4):6184–223.
Kalafateli M, et al. Adipokines levels are associated with the severity of liver disease in patients with alcoholic cirrhosis. World J Gastroenterol. 2015;21(10):3020–9.
Kalhan SC, et al. Plasma metabolomic profile in nonalcoholic fatty liver disease. Metabolism. 2011;60(3):404–13.
Kamada Y, Takehara T, Hayashi N. Adipocytokines and liver disease. J Gastroenterol. 2008;43(11):811–22.
Kamiyama T, et al. Identification of novel serum biomarkers of hepatocellular carcinoma using glycomic analysis. Hepatology. 2013;57(6):2314–25.
Lakner AM, Bonkovsky HL, Schrum LW. MicroRNAs: fad or future of liver disease. World J Gastroenterol. 2011;17(20):2536–42.
LeRoith D, et al. Insulin-like growth factors and cancer. Ann Intern Med. 1995;122(1):54–9.
Li H, et al. A proton nuclear magnetic resonance metabonomics approach for biomarker discovery in nonalcoholic fatty liver disease. J Proteome Res. 2011;10(6):2797–806.
Lim U, et al. Predicting total, abdominal, visceral and hepatic adiposity with circulating biomarkers in Caucasian and Japanese American women. PLoS One. 2012;7(8):e43502.
Marchesini G, et al. Obesity-associated liver disease. J Clin Endocrinol Metab. 2008;93(11 Suppl 1):S74–80.
Marra F, Tacke F. Roles for chemokines in liver disease. Gastroenterology. 2014;147(3):577–94.e1.
Michikawa T, et al. Plasma levels of adiponectin and primary liver cancer risk in middle-aged Japanese adults with hepatitis virus infection: a nested case–control study. Cancer Epidemiol Biomarkers Prev. 2013;22(12):2250–7.
Moschen AR, Wieser V, Tilg H. Adiponectin: key player in the adipose tissue-liver crosstalk. Curr Med Chem. 2012;19(32):5467–73.
Naim Alkhouri MD, Kay MH, FACG MD. The cleveland clinic, cleveland, OH – Updated Dec 2012. http://patients.gi.org/topics/fatty-liver-disease-nafld
Nkontchou G, et al. Insulin resistance, serum leptin, and adiponectin levels and outcomes of viral hepatitis C cirrhosis. J Hepatol. 2010;53(5):827–33.
Ohishi W, et al. Serum interleukin-6 associated with hepatocellular carcinoma risk: a nested case–control study. Int J Cancer. 2014;134(1):154–63.
Park JE, et al. Differential expression of intermediate filaments in the process of develo** hepatic steatosis. Proteomics. 2011;11(14):2777–89.
Polyzos SA, et al. The potential adverse role of leptin resistance in nonalcoholic fatty liver disease: a hypothesis based on critical review of the literature. J Clin Gastroenterol. 2011;45(1):50–4.
Polyzos SA, Kountouras J, Mantzoros CS. Adipokines in nonalcoholic fatty liver disease. Metabolism. 2015;56:8029.
Polyzos SA, et al. Circulating leptin in non-alcoholic fatty liver disease: a systematic review and meta-analysis. Diabetologia. 2016;59(1):30–43.
Qiao L, Li X. Role of chronic inflammation in cancers of the gastrointestinal system and the liver: where we are now. Cancer Lett. 2014;345(2):150–2.
Ribatti D, et al. Leptin-leptin receptor are involved in angiogenesis in human hepatocellular carcinoma. Peptides. 2008;29(9):1596–602.
Roessner U, et al. Metabolic profiling allows comprehensive phenoty** of genetically or environmentally modified plant systems. Plant Cell. 2001;13(1):11–29.
Rong X, et al. The association between body mass index and the prognosis and postoperative complications of hepatocellular carcinoma: a meta-analysis. Medicine (Baltimore). 2015;94(31):e1269.
Sayed D, Abdellatif M. MicroRNAs in development and disease. Physiol Rev. 2011;91(3):827–87.
Scharf JG, Ramadori G, Dombrowski F. Analysis of the IGF axis in preneoplastic hepatic foci and hepatocellular neoplasms develo** after low-number pancreatic islet transplantation into the livers of streptozotocin diabetic rats. Lab Invest. 2000;80(9):1399–411.
Schlesinger S, et al. Abdominal obesity, weight gain during adulthood and risk of liver and biliary tract cancer in a European cohort. Int J Cancer. 2013;132(3):645–57.
Shah NR, Braverman ER. Measuring adiposity in patients: the utility of body mass index (BMI), percent body fat, and leptin. PLoS One. 2012;7(4):e33308.
Shah N, Nelson JE, Kowdley KV. MicroRNAs in liver disease: bench to bedside. J Clin Exp Hepatol. 2013;3(3):231–42.
Shen J, et al. Non-invasive diagnosis of non-alcoholic steatohepatitis by combined serum biomarkers. J Hepatol. 2012;56(6):1363–70.
Siegel AB, et al. Serum adiponectin is associated with worsened overall survival in a prospective cohort of hepatocellular carcinoma patients. Oncology. 2015;88(1):57–68.
Stauffer JK, et al. Chronic inflammation, immune escape, and oncogenesis in the liver: a unique neighborhood for novel intersections. Hepatology. 2012;56(4):1567–74.
Stepien M, et al. Alteration of amino acid and biogenic amine metabolism in hepatobiliary cancers: findings from a prospective cohort study. Int J Cancer. 2016;138(2):348–60.
Stojsavljevic S, et al. Adipokines and proinflammatory cytokines, the key mediators in the pathogenesis of nonalcoholic fatty liver disease. World J Gastroenterol. 2014;20(48):18070–91.
Torre LA, et al. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65(2):87–108.
van Dijk SJ, et al. Plasma protein profiling reveals protein clusters related to BMI and insulin levels in middle-aged overweight subjects. PLoS One. 2010;5(12):e14422.
Vanni E, et al. From the metabolic syndrome to NAFLD or vice versa? Dig Liver Dis. 2010;42(5):320–30.
Vincent R, Sanyal A. Recent advances in understanding of NASH: microRNAs as both biochemical markers and players. Curr Pathobiol Rep. 2014;2(3):109–15.
von Loeffelholz C, et al. Fetuin A is a predictor of liver fat in preoperative patients with nonalcoholic fatty liver disease. J Invest Surg. 2016;16:1–9.
Wieser V, Moschen AR, Tilg H. Adipocytokines and hepatocellular carcinoma. Dig Dis. 2012;30(5):508–13.
World Cancer Research Fund International/American Institute for Cancer Research. Continuous update project report: diet, nutrition, physical activity and liver cancer. 2015. Available at www.wcrf.org/sites/default/files/Liver-Cancer-2015-Report.pdf. Accessed 30 April 2016.
World Health Organization February 2015. Fact sheet: cancer. Available online http://www.who.int/mediacentre/factsheets/fs297/en/. Accessed 30 Aug 2015.
Wree A, et al. Obesity affects the liver – the link between adipocytes and hepatocytes. Digestion. 2011;83(1–2):124–33.
Yu C, et al. Serum proteomic analysis revealed diagnostic value of hemoglobin for nonalcoholic fatty liver disease. J Hepatol. 2012;56(1):241–7.
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer Science+Business Media Dordrecht
About this entry
Cite this entry
Aleksandrova, K., Schlesinger, S., Stelmach-Mardas, M. (2016). Biomarkers Associated with Adiposity and Metabolic Dysfunction in Hepatobiliary Tract Cancer. In: Preedy, V. (eds) Biomarkers in Liver Disease. Biomarkers in Disease: Methods, Discoveries and Applications. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7742-2_37-1
Download citation
DOI: https://doi.org/10.1007/978-94-007-7742-2_37-1
Received:
Accepted:
Published:
Publisher Name: Springer, Dordrecht
Online ISBN: 978-94-007-7742-2
eBook Packages: Springer Reference Biomedicine and Life SciencesReference Module Biomedical and Life Sciences