Abstract
Purpose
Non-alcoholic fatty liver disease (NAFLD) improves after bariatric surgery. The aim of this study was to determine whether peripheral blood mononuclear cell albumin gene expression was related to NAFLD and whether albumin (ALB) and alpha fetoprotein (AFP) expression could be detected in whole blood and visceral adipose tissue.
Methods
Using a retrospective case control study design, RNA isolated from peripheral blood mononuclear cells from patients prior to undergoing bariatric surgery was used for pooled microarray analysis. Quantitative polymerase chain reaction (QPCR) was used to analyze whole blood and visceral adipose tissue. Liver histology was obtained via intra-operative biopsy and clinical data extracted from the electronic health record.
Results
The albumin (ALB) gene was the second most up-regulated found in microarray analysis of peripheral blood mononuclear cell RNA from patients with hepatic lobular inflammation versus normal liver histology. Transcript levels of ALB were significantly different across those with normal (n = 50), steatosis (n = 50), lobular inflammation (n = 50), and peri-sinusoidal fibrosis (n = 50) liver histologies, with lobular inflammation 3.9 times higher than those with normal histology (p < 0.017). Albumin expression levels decreased in 11/13 patients in paired samples obtained prior to and at 1 year after Roux-en-Y gastric bypass surgery. ALB expression could be detected in 23 visceral adipose tissue samples obtained intra-operatively and in 18/19 available paired whole blood samples. No significant correlation was found between ALB expression in visceral adipose tissue and whole blood RNA samples. Alpha fetoprotein expression as a marker of early hepatocytic differentiation was detected in 17/17 available VAT RNA samples, but in only 2/17 whole blood RNA samples.
Conclusion
Albumin RNA expression from blood cells may serve as a biomarker of NAFLD. Albumin and alpha fetoprotein appear to be ubiquitously expressed in visceral adipose tissue in patients with extreme obesity.
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References
Neuschwander-Tetri BA, Caldwell SH (2003) Nonalcoholic steatohepatitis: summary of an AASLD single topic conference. Hepatology. 37(5):1202–1219
Starley BQ, Calcagno CJ, Harrison SA (2010) Nonalcoholic fatty liver disease and hepatocellular carcinoma: a weighty connection. Hepatology. 51(5):1820–1832
Wong RJ, Cheung R, Ahmed A (2014) Nonalcoholic steatohepatitis is the most rapidly growing indication for liver transplantation in patients with hepatocellular carcinoma in the U.S. Hepatology. 59(6):2188–2195
Udompap P, Kim D, Kim WR (2015) Current and future burden of chronic nonmalignant liver disease. Clin Gastroenterol Hepatol 13(12):2031–2041
Allen RE, Hughes TD, Ng JL, Ortiz RD, Ghantous MA, Bouhali O et al (2013) Mechanisms behind the immediate effects of roux-en-Y gastric bypass surgery on type 2 diabetes. Theor Biol Med Model 10:45
Nguyen KT, Korner J (2014) The sum of many parts: potential mechanisms for improvement in glucose homeostasis after bariatric surgery. Curr Diab Rep 14(5):481
Laursen TL, Hagemann CA, Wei C, Kazankov K, Thomsen KL, Knop FK, Grønbæk H (2019) Bariatric surgery in patients with non-alcoholic fatty liver disease - from pathophysiology to clinical effects. World J Hepatol 11(2):138–149
Alizai PH, Wendl J, Roeth AA, Klink CD, Luedde T, Steinhoff I, Neumann UP, Schmeding M, Ulmer F (2015) Functional liver recovery after bariatric surgery--a prospective cohort study with the LiMAx test. Obes Surg 25(11):2047–2053
Carpino G, Renzi A, Onori P, Gaudio E (2013) Role of hepatic progenitor cells in nonalcoholic fatty liver disease development: cellular cross-talks and molecular networks. Int J Mol Sci 14(10):20112–20130
Muller C, Petermann D, Pfeffel F, Oesterreicher C, Fugger R (1997) Lack of specificity of albumin-mRNA-positive cells as a marker of circulating hepatoma cells. Hepatology. 25(4):896–899
Gaia S, Olivero A, Smedile A, Ruella M, Abate ML, Fadda M, Rolle E, Omedè P, Bondesan P, Passera R, Risso A, Aragno M, Marzano A, Ciancio A, Rizzetto M, Tarella C (2013) Multiple courses of G-CSF in patients with decompensated cirrhosis: consistent mobilization of immature cells expressing hepatocyte markers and exploratory clinical evaluation. Hepatol Int 7(4):1075–1083
Ghaedi M, Duan Y, Zern MA, Revzin A (2014) Hepatic differentiation of human embryonic stem cells on growth factor-containing surfaces. J Tissue Eng Regen Med 8(11):886–895
Zhang W, Li W, Liu B, Wang P, Li W, Zhang H (2012) Efficient generation of functional hepatocyte-like cells from human fetal hepatic progenitor cells in vitro. J Cell Physiol 227(5):2051–2058
Wood GC, Chu X, Manney C, Strodel W, Petrick A, Gabrielsen J et al (2012) An electronic health record-enabled obesity database. BMC Med Inform Decis Mak 12(1):45
Kleiner DE, Brunt EM, Van Natta M, Behling C, Contos MJ, Cummings OW et al (2005) Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology. 41(6):1313–1321
Bogoslovsky T, Wang D, Maric D, Scattergood-Keepper L, Spatz M, Auh S, et al (2013) Cryopreservation and enumeration of human endothelialprogenitor and endothelial cells for clinical trials. J Blood Disord Transfus 4(5): 158
Chu X, Jin Q, Chen H, Wood GC, Petrick A, Strodel W, Gabrielsen J, Benotti P, Mirshahi T, Carey DJ, Still CD, DiStefano J, Gerhard GS (2018) CCL20 is up-regulated in non-alcoholic fatty liver disease fibrosis and is produced by hepatic stellate cells in response to fatty acid loading. J Transl Med 16(1):108
Ortega FJ, Vilallonga R, Xifra G, Sabater M, Ricart W, Fernandez-Real JM (2016) Bariatric surgery acutely changes the expression of inflammatory and lipogenic genes in obese adipose tissue. Surg Obes Relat Dis 12(2):357–362
Gerhard GS, Styer AM, Strodel WE, Roesch SL, Yavorek A, Carey DJ, Wood GC, Petrick AT, Gabrielsen J, Ibele A, Benotti P, Rolston DD, Still CD, Argyropoulos G (2014) Gene expression profiling in subcutaneous, visceral and epigastric adipose tissues of patients with extreme obesity. Int J Obes 38(3):371–378
Hu C, Zhao L, Li L (2019) Current understanding of adipose-derived mesenchymal stem cell-based therapies in liver diseases. Stem Cell Res Ther 10(1):199
Hafeez S, Ahmed MH (2013) Bariatric surgery as potential treatment for nonalcoholic fatty liver disease: a future treatment by choice or by chance? J Obes 2013:839275
Mattar SG, Velcu LM, Rabinovitz M, Demetris AJ, Krasinskas AM, Barinas-Mitchell E et al (2005) Surgically-induced weight loss significantly improves nonalcoholic fatty liver disease and the metabolic syndrome. Ann Surg 242(4):610–617 discussion 8-20
Mottin CC, Moretto M, Padoin AV, Kupski C, Swarowsky AM, Glock L, Duval V, da Silva JB (2005) Histological behavior of hepatic steatosis in morbidly obese patients after weight loss induced by bariatric surgery. Obes Surg 15(6):788–793
Klein S, Mittendorfer B, Eagon JC, Patterson B, Grant L, Feirt N et al (2006) Gastric bypass surgery improves metabolic and hepatic abnormalities associated with nonalcoholic fatty liver disease. Gastroenterology. 130(6):1564–1572
Barker KB, Palekar NA, Bowers SP, Goldberg JE, Pulcini JP, Harrison SA (2006 Feb) Non-alcoholic steatohepatitis: effect of roux-en-Y gastric bypass surgery. Am J Gastroenterol 101(2):368–373
Csendes A, Smok G, Burgos AM (2006) Histological findings in the liver before and after gastric bypass. Obes Surg 16(5):607–611
de Almeida SR, Rocha PR, Sanches MD, Leite VH, da Silva RA, Diniz MT, Diniz Mde F, Rocha AL (2006) Roux-en-Y gastric bypass improves the nonalcoholic steatohepatitis (NASH) of morbid obesity. Obes Surg 16(3):270–278
Furuya CK Jr, de Oliveira CP, de Mello ES, Faintuch J, Raskovski A, Matsuda M et al (2007) Effects of bariatric surgery on nonalcoholic fatty liver disease: preliminary findings after 2 years. J Gastroenterol Hepatol 22(4):510–514
Liu X, Lazenby AJ, Clements RH, Jhala N, Abrams GA (2007) Resolution of nonalcoholic steatohepatits after gastric bypass surgery. Obes Surg 17(4):486–492
Weiner RA (2010) Surgical treatment of non-alcoholic steatohepatitis and non-alcoholic fatty liver disease. Dig Dis 28(1):274–279
Moretto M, Kupski C, da Silva VD, Padoin AV, Mottin CC (2012) Effect of bariatric surgery on liver fibrosis. Obes Surg 22(7):1044–1049
Ranlov I, Hardt F (1990) Regression of liver steatosis following gastroplasty or gastric bypass for morbid obesity. Digestion. 47(4):208–214
Stratopoulos C, Papakonstantinou A, Terzis I, Spiliadi C, Dimitriades G, Komesidou V, Kitsanta P, Argyrakos T, Hadjiyannakis E (2005) Changes in liver histology accompanying massive weight loss after gastroplasty for morbid obesity. Obes Surg 15(8):1154–1160
Dixon JB, Bhathal PS, Hughes NR, O'Brien PE (2004) Nonalcoholic fatty liver disease: improvement in liver histological analysis with weight loss. Hepatology. 39(6):1647–1654
Dixon JB, Bhathal PS, O'Brien PE (2006) Weight loss and non-alcoholic fatty liver disease: falls in gamma-glutamyl transferase concentrations are associated with histologic improvement. Obes Surg 16(10):1278–1286
Mathurin P, Hollebecque A, Arnalsteen L, Buob D, Leteurtre E, Caiazzo R, Pigeyre M, Verkindt H, Dharancy S, Louvet A, Romon M, Pattou F (2009) Prospective study of the long-term effects of bariatric surgery on liver injury in patients without advanced disease. Gastroenterology. 137(2):532–540
Kral JG, Thung SN, Biron S, Hould FS, Lebel S, Marceau S, Simard S, Marceau P (2004) Effects of surgical treatment of the metabolic syndrome on liver fibrosis and cirrhosis. Surgery. 135(1):48–58
Kucia M, Ratajczak J, Reca R, Janowska-Wieczorek A, Ratajczak MZ (2004) Tissue-specific muscle, neural and liver stem/progenitor cells reside in the bone marrow, respond to an SDF-1 gradient and are mobilized into peripheral blood during stress and tissue injury. Blood Cells Mol Dis 32(1):52–57
Chen Y, Xiang LX, Shao JZ, Pan RL, Wang YX, Dong XJ, Zhang GR (2010) Recruitment of endogenous bone marrow mesenchymal stem cells towards injured liver. J Cell Mol Med 14(6B):1494–1508
Machado MV, Diehl AM (2016) Pathogenesis of nonalcoholic Steatohepatitis. Gastroenterology. 150(8):1769–1777
Fakhry TK, Mhaskar R, Schwitalla T, Muradova E, Gonzalvo JP, Murr MM (2019) Bariatric surgery improves nonalcoholic fatty liver disease: a contemporary systematic review and meta-analysis. Surg Obes Relat Dis 15(3):502–511
Lee Y, Doumouras AG, Yu J, Brar K, Banfield L, Gmora S, Anvari M, Hong D (2019) Complete resolution of nonalcoholic fatty liver disease after bariatric surgery: a systematic review and meta-analysis. Clin Gastroenterol Hepatol 17(6):1040–1060 e11
Sawitza I, Kordes C, Gotze S, Herebian D, Haussinger D (2015) Bile acids induce hepatic differentiation of mesenchymal stem cells. Sci Rep 5:13320
Cho JG, Lee JH, Hong SH, Lee HN, Kim CM, Kim SY, Yoon KJ, Oh BJ, Kim JH, Jung SY, Asahara T, Kwon SM, Park SG (2015) Tauroursodeoxycholic acid, a bile acid, promotes blood vessel repair by recruiting vasculogenic progenitor cells. Stem Cells 33(3):792–805
Goktas Z, Moustaid-Moussa N, Shen CL, Boylan M, Mo H, Wang S (2013) Effects of bariatric surgery on adipokine-induced inflammation and insulin resistance. Front Endocrinol (Lausanne) 4:69
Jimenez LS, Mendonca Chaim FH, Mendonca Chaim FD, Utrini MP, Gestic MA, Chaim EA et al (2018) Impact of weight regain on the evolution of non-alcoholic fatty liver disease after roux-en-Y gastric bypass: a 3-year follow-up. Obes Surg 28(10):3131–3135
Paek HJ, Kim C, Williams SK (2014) Adipose stem cell-based regenerative medicine for reversal of diabetic hyperglycemia. World J Diabetes 5(3):235–243
Nakao N, Nakayama T, Yahata T, Muguruma Y, Saito S, Miyata Y et al (2010) Adipose tissue-derived mesenchymal stem cells facilitate hematopoiesis in vitro and in vivo: advantages over bone marrow-derived mesenchymal stem cells. Am J Pathol 177(2):547–554
Ong WK, Sugii S (2013) Adipose-derived stem cells: fatty potentials for therapy. Int J Biochem Cell Biol 45(6):1083–1086
Baer PC (2014) Adipose-derived mesenchymal stromal/stem cells: an update on their phenotype in vivo and in vitro. World J Stem Cells 6(3):256–265
Baer PC, Geiger H (2012) Adipose-derived mesenchymal stromal/stem cells: tissue localization, characterization, and heterogeneity. Stem Cells Int 2012:812693
Zhao Y, Zhang H (2016) Update on the mechanisms of homing of adipose tissue-derived stem cells. Cytotherapy. 18(7):816–827
De Francesco F, Ricci G, D'Andrea F, Nicoletti GF, Ferraro GA (2015) Human adipose stem cells: from bench to bedside. Tissue Eng Part B Rev 21(6):572–584
Lee SW, Chong JU, Min SO, Bak SY, Kim KS (2017) Are adipose-derived stem cells from liver Falciform ligaments another possible source of Mesenchymal stem cells? Cell Transplant 26(5):855–866
Schwartz RE, Fleming HE, Khetani SR, Bhatia SN (2014) Pluripotent stem cell-derived hepatocyte-like cells. Biotechnol Adv 32(2):504–513
Eguchi A, Feldstein AE (2018) Extracellular vesicles in non-alcoholic and alcoholic fatty liver diseases. Liver Res 2(1):30–34
Acknowledgments
The authors would like to thank the patients and teams of the Temple and Geisinger Bariatric Surgery Programs for their willingness to participate in and support the research.
Funding
This work was supported by the National Institute of Diabetes and Digestive and Kidney Diseases (DK107735).
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Study conception and design: MAE, RS, CDS, GSG. Acquisition of data: XC, KK, SD, SK, GCW, WS. Analysis and interpretation of data: XC, MAE, RS, CDS, GSG. Drafting of manuscript: GSG. Critical revision of manuscript: XC, MAE, RS, CDS, GSG.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. The Institutional Review Boards of Geisinger Clinic and Temple University approved the research.
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Chu, X., Karasinski, K., Donellan, S. et al. A retrospective case control study identifies peripheral blood mononuclear cell albumin RNA expression as a biomarker for non-alcoholic fatty liver disease. Langenbecks Arch Surg 405, 165–172 (2020). https://doi.org/10.1007/s00423-019-01848-0
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DOI: https://doi.org/10.1007/s00423-019-01848-0