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Volumn 47, Issue 1, 2015, Pages 40-46

Prevalence and determinants of fatty liver in normal-weight and overweight young adults. The Cardiovascular Risk in Young Finns Study

(18)  Suomela, Emmi a   Oikonen, Mervi a   Virtanen, Johanna b   Parkkola, Riitta b   Jokinen, Eero c   Laitinen, Tomi d   Hutri Kähönen, Nina e   Kähönen, Mika f   Lehtimäki, Terho e   Taittonen, Leena g,h   Tossavainen, Päivi h   Jula, Antti i   Loo, Britt Marie i   Mikkilä, Vera a,c   Younossi, Zobair j   Viikari, Jorma S A b   Juonala, Markus b   Raitakari, Olli T a,b  


Author keywords

Cohort studies; Epidemiologic factors; Fatty liver; Normal body weight; Overweight; Prevalence

Indexed keywords

ALANINE AMINOTRANSFERASE; HIGH DENSITY LIPOPROTEIN CHOLESTEROL; INSULIN; PROTEIN; TRIACYLGLYCEROL;

EID: 84923289255     PISSN: 07853890     EISSN: 13652060     Source Type: Journal    
DOI: 10.3109/07853890.2014.966752     Document Type: Article
Times cited : (38)

References (50)
  • 1
    • 0037129380 scopus 로고    scopus 로고
    • Nonalcoholic fatty liver disease
    • Angulo P. Nonalcoholic fatty liver disease. N Engl J Med. 2002; 346: 1221-31
    • (2002) N Engl J Med , vol.346 , pp. 1221-1231
    • Angulo, P.1
  • 2
    • 80054120815 scopus 로고    scopus 로고
    • A thematic review series: Lipid droplet storage and metabolism: From yeast to man
    • Reue K. A thematic review series: lipid droplet storage and metabolism: from yeast to man. J Lipid Res. 2011; 52: 1865-8
    • (2011) J Lipid Res , vol.52 , pp. 1865-1868
    • Reue, K.1
  • 4
    • 84861417701 scopus 로고    scopus 로고
    • Non-alcoholic fatty liver disease: A new and important cardiovascular risk factor?
    • Bhatia LS, Curzen NP, Calder PC, Byrne 4. CD. Non-alcoholic fatty liver disease: a new and important cardiovascular risk factor?. Eur Heart J. 2012;33:1190-200
    • (2012) Eur Heart J. , vol.33 , pp. 1190-1200
    • Bhatia, L.S.1    Curzen, N.P.2    Calder, P.C.3    Byrne, C.D.4
  • 5
    • 77957375969 scopus 로고    scopus 로고
    • Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease
    • T argher G, Day C P, Bonora E. Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease. N Engl J Med. 2010; 363: 1341-50
    • (2010) N Engl J Med , vol.363 , pp. 1341-1350
    • Targher, G.1    Day Bonora, C.P.E.2
  • 6
    • 84866539263 scopus 로고    scopus 로고
    • Liver fat content is associated with increased carotid atherosclerosis in a Chinese middleaged and elderly population: The Shanghai Changfeng study
    • Li X, Xia M, Ma H, Hofman A, Hu Y, Yan H, et al. Liver fat content is associated with increased carotid atherosclerosis in a Chinese middleaged and elderly population: the Shanghai Changfeng study. Atherosclerosis. 2012; 224: 480-5
    • (2012) Atherosclerosis , vol.224 , pp. 480-485
    • Li, X.1    Xia, M.2    Ma, H.3    Hofman, A.4    Hu, Y.5    Yan, H.6
  • 8
    • 84897534860 scopus 로고    scopus 로고
    • Fatty liver predicts the risk for cardiovascular events in middle-aged population: A population-based cohort study
    • Pisto P, Santaniemi M, Bloigu R, Ukkola O, Kes ä niemi YA. Fatty liver predicts the risk for cardiovascular events in middle-aged population: a population-based cohort study. BMJ Open. 2014; 4: e004973
    • (2014) Bmj Open , vol.4 , pp. e004973
    • Pisto, P.1    Santaniemi, M.2    Bloigu, R.3    Ukkola, O.4    Kesäniemi, Y.A.5
  • 10
    • 70350245011 scopus 로고    scopus 로고
    • Harmonizing the metabolic syndrome: A joint interim statement of the international diabetes federation task force on epidemiology and prevention national heart lung and blood institute american heart association; World heart federation; International atherosclerosis society; And international association for the study of obesity
    • Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, et al. Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation. 2009;120:1640-5
    • (2009) Circulation , vol.120 , pp. 1640-1645
    • Alberti, K.G.1    Eckel, R.H.2    Grundy, S.M.3    Zimmet, P.Z.4    Cleeman, J.I.5    Donato, K.A.6
  • 11
    • 0342398237 scopus 로고    scopus 로고
    • Reproducibility and validity of a food frequency questionnaire in a case-control study on breast cancer
    • Männistö S, Virtanen M, Mikkonen T, Pietinen P. Reproducibility and validity of a food frequency questionnaire in a case-control study on breast cancer. J Clin Epidemiol. 1996; 49: 401-9
    • (1996) J Clin Epidemiol , vol.49 , pp. 401-409
    • Männistö, S.1    Virtanen, M.2    Mikkonen, T.3    Pietinen, P.4
  • 13
    • 72049133257 scopus 로고    scopus 로고
    • The National Public Health Institute, Nutrition Unit Fineli Release 7. Helsinki, Finland. Available at accessed 2 November 2013
    • The National Public Health Institute, Nutrition Unit. F ineli. Finnish Food Composition Database. Release 7. Helsinki, Finland. 2007. Available at: http://www.fi neli.fi (accessed 2 November 2013
    • (2007) Finnish Food Composition Database
  • 14
    • 0015348189 scopus 로고
    • Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge
    • Friedewald WT, Levy RI, Fredrickson DS. Estimation of the concentration of low-density lipoprotein cholesterol in plasma, without use of the preparative ultracentrifuge. Clin Chem. 1972;18:499-502
    • (1972) Clin Chem , vol.18 , pp. 499-502
    • Friedewald, W.T.1    Levy, R.I.2    Fredrickson, D.S.3
  • 15
    • 0021813187 scopus 로고
    • Homeostasis model assessment: Insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man
    • Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985; 28: 412-19
    • (1985) Diabetologia , vol.28 , pp. 412-419
    • Matthews, D.R.1    Hosker, J.P.2    Rudenski, A.S.3    Naylor, B.A.4    Treacher, D.F.5    Turner, R.C.6
  • 17
    • 0022645750 scopus 로고
    • Ultrasound scanning in the detection of hepatic fi brosis and steatosis
    • Saverymuttu SH, Joseph AE, Maxwell JD. Ultrasound scanning in the detection of hepatic fi brosis and steatosis. Br Med J (Clin Res Ed). 1986;292:13-15
    • (1986) Br Med J (Clin Res Ed , vol.292 , pp. 13-15
    • Saverymuttu, S.H.1    Joseph, A.E.2    Maxwell, J.D.3
  • 18
    • 67349272290 scopus 로고    scopus 로고
    • Alcohol consumption is directly associated with carotid intimamedia thickness in finnish young adults: The cardiovascular risk in young finns study
    • Juonala M, Viikari JS, K ä h ö nen M, Laitinen T, Taittonen L, Loo BM, et al. Alcohol consumption is directly associated with carotid intimamedia thickness in Finnish young adults: the Cardiovascular Risk in Young Finns Study. Atherosclerosis. 2009; 204: e93-8
    • (2009) Atherosclerosis , vol.204 , pp. e93-e98
    • Juonala, M.1    Viikari, J.S.2    Kähönen, M.3    Laitinen, T.4    Taittonen, L.5    Loo, B.M.6
  • 19
    • 57749173670 scopus 로고    scopus 로고
    • Non-alcoholic fatty liver disease and its association with obesity, insulin resistance and increased serum levels of C-reactive protein in Hispanics
    • Riquelme A, Arrese M, Soza A, Morales A, Baudrand R, Perez-Ayuso RM, et al. Non-alcoholic fatty liver disease and its association with obesity, insulin resistance and increased serum levels of C-reactive protein in Hispanics. Liver Int. 2009;29:82-8
    • (2009) Liver Int , vol.29 , pp. 82-88
    • Riquelme, A.1    Arrese, M.2    Soza, A.3    Morales, A.4    Baudrand, R.5    Perez-Ayuso, R.M.6
  • 20
    • 67649414284 scopus 로고    scopus 로고
    • Diagnosis and epidemiology of cirrhosis
    • vii
    • Left on HB, Rosa A, Cohen M. Diagnosis and epidemiology of cirrhosis. Med Clin North Am. 2009; 93: 787-99, vii
    • (2009) Med Clin North Am. , vol.93 , pp. 787-799
    • Lefton, H.B.1    Rosa, A.2    Cohen, M.3
  • 21
    • 6844258880 scopus 로고    scopus 로고
    • Drinking habits as cofactors of risk for alcohol induced liver damage the dionysos study group
    • B ellentani S, Saccoccio G, Costa G, Tiribelli C, Manenti F, Sodde M, et al. Drinking habits as cofactors of risk for alcohol induced liver damage. The Dionysos Study Group. Gut. 1997;41:845-50
    • (1997) Gut , vol.41 , pp. 845-850
    • Bellentani, S.1    Saccoccio, G.2    Costa, G.3    Tiribelli, C.4    Manenti, F.5    Sodde, M.6
  • 23
    • 84857765304 scopus 로고    scopus 로고
    • Association of liver enzymes with metabolic syndrome and carotid atherosclerosis in young adults the cardiovascular risk in young finns study
    • Koskinen J, Magnussen CG, K ä h ö nen M, Loo BM, Marniemi J, Jula A, et al. Association of liver enzymes with metabolic syndrome and carotid atherosclerosis in young adults. The Cardiovascular Risk in Young Finns Study. Ann Med. 2012; 44: 187-95
    • (2012) Ann Med , vol.44 , pp. 187-195
    • Koskinen, J.1    Magnussen, C.G.2    Kähönen, M.3    Loo, B.M.4    Marniemi, J.5    Jula, A.6
  • 24
    • 33745298222 scopus 로고    scopus 로고
    • R egulation of fat metabolism in the liver: Link to non-alcoholic hepatic steatosis and impact of physical exercise
    • Lavoie J M, Gauthier MS. R egulation of fat metabolism in the liver: link to non-alcoholic hepatic steatosis and impact of physical exercise. Cell Mol Life Sci. 2006; 63: 1393-409
    • (2006) Cell Mol Life Sci , vol.63 , pp. 1393-1409
    • Lavoie, J.M.1    Gauthier, M.S.2
  • 25
    • 72449161164 scopus 로고    scopus 로고
    • Diet and exercise interventions reduce intrahepatic fat content and improve insulin sensitivity in obese older adults
    • Shah K, Stuffl ebam A, Hilton TN, Sinacore DR, Klein S, Villareal DT. Diet and exercise interventions reduce intrahepatic fat content and improve insulin sensitivity in obese older adults. Obesity (Silver Spring). 2009;17:2162-8
    • (2009) Obesity (Silver Spring , vol.17 , pp. 2162-2168
    • Shah, K.1    Stufflebam, A.2    Hilton, T.N.3    Sinacore, D.R.4    Klein, S.5    Villareal, D.T.6
  • 26
    • 80051545931 scopus 로고    scopus 로고
    • Resistance exercise reduces liver fat and its mediators in non-alcoholic fatty liver disease independent of weight loss
    • Hallsworth K, Fattakhova G, Hollingsworth KG, Thoma C, Moore S, Taylor R, et al. Resistance exercise reduces liver fat and its mediators in non-alcoholic fatty liver disease independent of weight loss. Gut. 2011;60:1278-83
    • (2011) Gut , vol.60 , pp. 1278-1283
    • Hallsworth, K.1    Fattakhova, G.2    Hollingsworth, K.G.3    Thoma, C.4    Moore, S.5    Taylor, R.6
  • 27
    • 33746700131 scopus 로고    scopus 로고
    • Prevalence of primary non-alcoholic fatty liver disease in a population-based study and its association with biochemical and anthropometric measures
    • Zelber-Sagi S, Nitzan-Kaluski D, Halpern Z, Oren R. P revalence of primary non-alcoholic fatty liver disease in a population-based study and its association with biochemical and anthropometric measures. Liver Int. 2006;26:856-63
    • (2006) Liver Int , vol.26 , pp. 856-863
    • Zelber-Sagi, S.1    Nitzan-Kaluski, D.2    Halpern, Z.3    Oren, R.4
  • 28
    • 3042704673 scopus 로고    scopus 로고
    • Insulin resistance and C-reactive protein as independent risk factors for nonalcoholic fatty liver disease in non-obese Asian men
    • Park SH, Kim BI, Yun JW, Kim JW, Park DI, Cho YK, et al. Insulin resistance and C-reactive protein as independent risk factors for nonalcoholic fatty liver disease in non-obese Asian men. J Gastroenterol Hepatol. 2004; 19: 694-8
    • (2004) J Gastroenterol Hepatol , vol.19 , pp. 694-698
    • Park, S.H.1    Kim, B.I.2    Yun, J.W.3    Kim, J.W.4    Park, D.I.5    Cho, Y.K.6
  • 30
    • 84876683732 scopus 로고    scopus 로고
    • Anthropometric and clinical factors associated with mortality in subjects with nonalcoholic fatty liver disease
    • Otgonsuren M, Stepanova M, Gerber L, Younossi ZM. Anthropometric and clinical factors associated with mortality in subjects with nonalcoholic fatty liver disease. Dig Dis Sci. 2013; 58: 1132-40
    • (2013) Dig Dis Sci , vol.58 , pp. 1132-1140
    • Otgonsuren, M.1    Stepanova, M.2    Gerber, L.3    Younossi, Z.M.4
  • 31
    • 77951493150 scopus 로고    scopus 로고
    • Nonobese population in a developing country has a high prevalence of nonalcoholic fatty liver and signifi cant liver disease
    • Das K, Das K, Mukherjee PS, Ghosh A, Ghosh S, Mridha AR, et al. Nonobese population in a developing country has a high prevalence of nonalcoholic fatty liver and signifi cant liver disease. Hepatology. 2010;51:1593-602
    • (2010) Hepatology , vol.51 , pp. 1593-1602
    • Das, K.1    Das, K.2    Mukherjee, P.S.3    Ghosh, A.4    Ghosh, S.5    Mridha, A.R.6
  • 32
    • 79960029926 scopus 로고    scopus 로고
    • Systematic review: The epidemiology and natural history of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in adults
    • Vernon G, Baranova A, Younossi ZM. Systematic review: the epidemiology and natural history of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in adults. Aliment Pharmacol Ther. 2011; 34: 274-85
    • (2011) Aliment Pharmacol Ther , vol.34 , pp. 274-285
    • Vernon, G.1    Baranova, A.2    Younossi, Z.M.3
  • 33
    • 84866525116 scopus 로고    scopus 로고
    • High ambulatory blood pressurevalues associated with non-alcoholic fatty liver in middle- aged adults
    • Vasunta RL, Kes ä niemi YA, Ylitalo AS, Ukkola OH. High ambulatory blood pressurEvalues associated with non-alcoholic fatty liver in middle- aged adults. J Hypertens. 2012;30:2015-19
    • (2012) J Hypertens , vol.30 , pp. 2015-2019
    • Vasunta, R.L.1    Kesäniemi, Y.A.2    Ylitalo, A.S.3    Ukkola, O.H.4
  • 34
    • 77955853531 scopus 로고    scopus 로고
    • The association between fatty liver disease and blood pressure in a population-based prospective longitudinal study
    • Lau K, Lorbeer R, Haring R, Schmidt CO, Wallaschofski H, Nauck M, et al. The association between fatty liver disease and blood pressure in a population-based prospective longitudinal study. J Hypertens. 2010;28:1829-35
    • (2010) J Hypertens , vol.28 , pp. 1829-1835
    • Lau, K.1    Lorbeer, R.2    Haring, R.3    Schmidt, C.O.4    Wallaschofski, H.5    Nauck, M.6
  • 35
    • 84869166012 scopus 로고    scopus 로고
    • Prevalence and factors associated with nonalcoholic fatty liver disease in Shanghai work-units
    • Hu X, Huang Y, Bao Z, Wang Y, Shi D, Liu F, et al. Prevalence and factors associated with nonalcoholic fatty liver disease in Shanghai work-units. BMC Gastroenterol. 2012; 12: 123
    • (2012) BMC Gastroenterol , vol.12 , pp. 123
    • Hu, X.1    Huang, Y.2    Bao, Z.3    Wang, Y.4    Shi, D.5    Liu, F.6
  • 36
    • 10644220306 scopus 로고    scopus 로고
    • Prevalence of hepatic steatosis in an urban population in the united states: Impact of ethnicity
    • Browning JD, Szczepaniak LS, Dobbins R, Nuremberg P, Horton JD, Cohen JC, et al. Prevalence of hepatic steatosis in an urban population in the United States: impact of ethnicity. Hepatology. 2004;40:1387-95
    • (2004) Hepatology , vol.40 , pp. 1387-1395
    • Browning, J.D.1    Szczepaniak, L.S.2    Dobbins, R.3    Nuremberg, P.4    Horton, J.D.5    Cohen, J.C.6
  • 37
    • 80053621872 scopus 로고    scopus 로고
    • Nonalcoholic fatty liver disease is associated with blood pressure in hypertensive and nonhypertensive individuals from the general population with normal levels of alanine aminotransferase
    • Lopez-Suarez A, Guerrero JM, Elvira-Gonzalez J, Beltran-Robles M, Canas-Hormigo F, Bascunana-Quirell A. Nonalcoholic fatty liver disease is associated with blood pressure in hypertensive and nonhypertensive individuals from the general population with normal levels of alanine aminotransferase. Eur J Gastroenterol Hepatol. 2011;23:1011-17
    • (2011) Eur J Gastroenterol Hepatol , vol.23 , pp. 1011-1017
    • Lopez-Suarez, A.1    Guerrero, J.M.2    Elvira-Gonzalez, J.3    Beltran-Robles, M.4    Canas-Hormigo, F.5    Bascunana-Quirell, A.6
  • 38
    • 77951954751 scopus 로고    scopus 로고
    • Non-alcoholic and alcoholic fatty liver disease - Two diseases of affl uence associated with the metabolic syndrome and type 2 diabetes: The FIN-D2D survey
    • Kotronen A, Yki-J ä rvinen H, M ä nnis 38. ö o S, Saarikoski L, Korpi-Hy ö v ä lti E, Oksa H, et al. Non-alcoholic and alcoholic fatty liver disease - two diseases of affl uence associated with the metabolic syndrome and type 2 diabetes: the FIN-D2D survey. BMC Public Health. 2010; 10: 237
    • (2010) BMC Public Health , vol.10 , pp. 237
    • Kotronen, A.1    Yki-Järvinen, H.2    Männisöo, S.3    Saarikoski, L.4    Korpi-Hyövälti, E.5    Oksa, H.6
  • 39
    • 49749096758 scopus 로고    scopus 로고
    • Epidemiology of fatty liver in an islander population of China: A population-based case-control study
    • Dai HF, Shen Z, Yu CH, Zhang XC, Li YM. Epidemiology of fatty liver in an islander population of China: a population-based case-control study. Hepatobiliary Pancreat Dis Int. 2008; 7: 373-8
    • (2008) Hepatobiliary Pancreat Dis Int , vol.7 , pp. 373-378
    • Dai, H.F.1    Shen, Z.2    Yu, C.H.3    Zhang, X.C.4    Li, Y.M.5
  • 40
  • 41
    • 62349096544 scopus 로고    scopus 로고
    • Prevalence of non-alcoholic fatty liver disease in urban south Indians in relation to diff erent grades of glucose intolerance and metabolic syndrome
    • Mohan V, Farooq S, Deepa M, Ravikumar R, Pitchumoni CS. Prevalence of non-alcoholic fatty liver disease in urban south Indians in relation to diff erent grades of glucose intolerance and metabolic syndrome. Diabetes Res Clin Pract. 2009; 84: 84-91
    • (2009) Diabetes Res Clin Pract , vol.84 , pp. 84-91
    • Mohan, V.1    Farooq, S.2    Deepa, M.3    Ravikumar, R.4    Pitchumoni, C.S.5
  • 42
    • 74349095236 scopus 로고    scopus 로고
    • Prevalence and factors associated with the presence of nonalcoholic fatty liver disease in an adult population in Spain
    • Caballeria L, Pera G, Auladell MA, Toran P, Munoz L, Miranda D, et al. Prevalence and factors associated with the presence of nonalcoholic fatty liver disease in an adult population in Spain. Eur J Gastroenterol Hepatol. 2010; 22: 24-32
    • (2010) Eur J Gastroenterol Hepatol , vol.22 , pp. 24-32
    • Caballeria, L.1    Pera, G.2    Auladell, M.A.3    Toran, P.4    Munoz, L.5    Miranda, D.6
  • 43
    • 0038544021 scopus 로고    scopus 로고
    • Prevalence of nonalcoholic fatty liver among administrative Officers in Shanghai: An epidemiological survey
    • Shen L, Fan JG, Shao Y, Zeng MD, Wang JR, Luo GH, et al. Prevalence of nonalcoholic fatty liver among administrative Officers in Shanghai: an epidemiological survey. World J Gastroenterol. 2003; 9: 1106-10
    • (2003) World J Gastroenterol , vol.9 , pp. 1106-1110
    • Shen, L.1    Fan, J.G.2    Shao, Y.3    Zeng, M.D.4    Wang, J.R.5    Luo, G.H.6
  • 44
    • 84861329163 scopus 로고    scopus 로고
    • Independent association between nonalcoholic fatty liver disease and cardiovascular disease in the US population
    • Stepanova M, Younossi ZM. Independent association between nonalcoholic fatty liver disease and cardiovascular disease in the US population. Clin Gastroenterol Hepatol. 2012; 10: 646-50
    • (2012) Clin Gastroenterol Hepatol , vol.10 , pp. 646-650
    • Stepanova, M.1    Younossi, Z.M.2
  • 45
    • 37649013155 scopus 로고    scopus 로고
    • Prevalence of fatty liver disease and its risk factors in the population of South China
    • Zhou YJ, Li YY, Nie YQ, Ma JX, Lu LG, Shi SL, et al. Prevalence of fatty liver disease and its risk factors in the population of South China. World J Gastroenterol. 2007; 13: 6419-24
    • (2007) World J Gastroenterol , vol.13 , pp. 6419-6424
    • Zhou, Y.J.1    Li, Y.Y.2    Nie, Y.Q.3    Ma, J.X.4    Lu, L.G.5    Shi, S.L.6
  • 47
    • 33748457319 scopus 로고    scopus 로고
    • Prevalence and risk factors of nonalcoholic fatty liver disease in an adult population of taiwan: Metabolic signifi cance of nonalcoholic fatty liver disease in nonobese adults
    • Chen CH, Huang MH, Yang JC, Nien CK, Yang CC, Yeh YH, et al. Prevalence and risk factors of nonalcoholic fatty liver disease in an adult population of Taiwan: metabolic signifi cance of nonalcoholic fatty liver disease in nonobese adults. J Clin Gastroenterol. 2006; 40: 745-52
    • (2006) J Clin Gastroenterol , vol.40 , pp. 745-752
    • Chen, C.H.1    Huang, M.H.2    Yang, J.C.3    Nien, C.K.4    Yang, C.C.5    Yeh, Y.H.6
  • 48
    • 35148824091 scopus 로고    scopus 로고
    • Percutaneous liver biopsy in clinical practice
    • Al Knawy B, Shiff man M. P ercutaneous liver biopsy in clinical practice. Liver Int. 2007;27:1166-73
    • (2007) Liver Int , vol.27 , pp. 1166-1173
    • Al Knawy, B.1    Shiffman, M.2


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