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Enea Bonci, Claudio Chiesa, Paolo Versacci, Caterina Anania, Lucia Silvestri, Lucia Pacifico, "Association of Nonalcoholic Fatty Liver Disease with Subclinical Cardiovascular Changes: A Systematic Review and Meta-Analysis", BioMed Research International, vol. 2015, Article ID 213737, 11 pages, 2015. https://doi.org/10.1155/2015/213737
Association of Nonalcoholic Fatty Liver Disease with Subclinical Cardiovascular Changes: A Systematic Review and Meta-Analysis
In the last 20 years, nonalcoholic fatty liver disease (NAFLD) has become the leading cause of chronic liver disease worldwide, primarily as a result of the epidemic of obesity. NAFLD is strongly associated with insulin resistance, glucose intolerance, and dyslipidemia and is currently regarded as the liver manifestation of the metabolic syndrome, a highly atherogenic condition even at a very early age. Patients with NAFLD including pediatric subjects have a higher prevalence of subclinical atherosclerosis, as shown by impaired flow-mediated vasodilation, increased carotid artery intima-media thickness, and arterial stiffness, which are independent of obesity and other established risk factors. More recent work has identified NAFLD as a risk factor not only for premature coronary heart disease and cardiovascular events, but also for early subclinical abnormalities in myocardial structure and function. Thus, we conducted a systematic review and meta-analysis to test the hypothesis that NAFLD is associated with evidence of subclinical cardiac structural and functional abnormalities.
In the last 20 years, nonalcoholic fatty liver disease (NAFLD) has become the leading cause of chronic liver disease worldwide, primarily as a result of the epidemic of obesity [1–4]. NAFLD is a spectrum of fat-associated liver conditions that can result in end-stage liver disease and the need for liver transplantation [5–7]. Simple steatosis, or fatty liver, occurs early in NAFLD and may progress to nonalcoholic steatohepatitis (NASH), fibrosis, and cirrhosis with increased risk of hepatocellular carcinoma [5–7]. NAFLD is strongly associated with obesity, insulin resistance, hypertension, and dyslipidemia and is now regarded as the liver manifestation of the metabolic syndrome (MetS) [8–10], a highly atherogenic condition even at a very early age [11–13]. When compared to control subjects who do not have hepatic steatosis, patients with NAFLD have a higher prevalence of atherosclerosis, as shown by increased carotid wall intimal thickness, increased numbers of atherosclerotic plaques, and increased plasma markers of endothelial dysfunction, which are independent of obesity and other established risk factors [13–19]. Consistent with these observations, natural history studies have reported that the increased age-related mortality observed in patients with NAFLD is attributable to cardiovascular as well as liver-related deaths [11, 20]. More recent work has identified NAFLD as a risk factor also for early subclinical abnormalities in myocardial metabolism as well as in cardiac structure and function [21–29]. In particular, it has been shown that NAFLD is associated with myocardial insulin resistance, altered cardiac energy metabolism, left ventricular (LV) hypertrophy, and impaired diastolic function [23–29]. However, a comprehensive evaluation of the impact of NAFLD on these complications is lacking. Thus, we conducted a systematic review and meta-analysis to test the hypothesis that NAFLD is associated with evidence of subclinical cardiac structural and functional abnormalities.
2.1. Search Strategy
A systematic literature search was conducted by two researchers (LP and CA) to identify all articles (published from January 2000 to September 2014) that assessed by echocardiography cardiac geometry and function in NAFLD patients. We performed the search in Medline, EMBASE, and the Cochrane Library. Search terms were NAFLD OR NASH OR nonalcoholic fatty liver disease OR nonalcoholic steatohepatitis OR fatty liver OR liver fat OR steatosis OR liver enzymes OR transaminase OR ALT OR AST OR GGT OR severity of liver disease AND left ventricle OR left ventricular hypertrophy OR cardiac hypertrophy OR cardiac dysfunction OR ventricular dysfunction OR echocardiography. Search results were limited to English language publications. References of included articles were manually searched for other relevant studies.
2.2. Study Selection
Inclusion criteria were observational studies including quantitative data on LV structure and/or function assessed by echocardiography and NAFLD diagnosed by (1) liver histology, (2) imaging (ultrasound, computed tomography, magnetic resonance imaging (MRI), or spectroscopy (MRS)), or (3) biochemistry (elevations in serum aspartate aminotransferase, alanine aminotransferase (ALT), or gamma-glutamyl transferase). Competing causes of steatosis, including alcohol consumption and viral, autoimmune, and metabolic hepatitis, had to be excluded. Only the updated or largest report was considered when multiple publications by the same research group were found.
2.3. Data Extraction and Quality Assessment
Data extraction was performed independently by two authors (EB and LP) and included title, authors, date of publication, study design, inclusion and exclusion criteria used in the study, number of patients and controls, the diagnostic procedures for NAFLD, the echocardiographic methods, and LV structural and functional measures. All quantitative echocardiographic variables had to be expressed as means ± SD; otherwise SE or 95% confidence intervals (CI) were used to estimate the SD.
The quality of the selected studies was assessed independently by two authors (EB and CC) using the Newcastle-Ottawa Scale (NOS) for cohort and cross-sectional studies. The NOS uses a “star” rating system to judge quality based on three aspects of the study: selection of study groups, comparability of study groups, and ascertainment of either the exposure or outcome of interest . Any discrepancies were addressed by a joint reevaluation of the original article with another author.
2.4. Statistical Analysis
We calculated effect size for the following measures of LV structure and function: LV mass index, early mitral velocity ()/late mitral velocity () ratio, and /early diastolic tissue velocity () ratio. We used the standardized difference, which is the mean difference (between cases and controls) divided by the common within-group standard deviation for cardiac parameters. We chose the standardized mean difference as a measure of association instead of the weighted mean difference since the outcome variables had been determined by different instruments. Fixed or random-effect models were used to summarize results. The standardized differences were evaluated using the Der-Simonian and Laird procedures. In this analysis, the variation among studies is incorporated and thus the overall outcome estimates have greater standard errors. The Der-Simonian and Laird method uses weights equal to the reciprocal of the variance of the individual outcome estimates and thus takes account of the variation between them. Heterogeneity was estimated using the index. If the value was <50%, a fixed-effect meta-analysis was applied. If the value was ≥50%, a random-effect meta-analysis was used.
We used Cohen’s categories to evaluate the magnitude of the effect size, calculated by the standardized mean difference, where of 0.2–0.5 indicates a small effect size, > 0.5–0.8 indicates a medium effect size, and indicates a large effect size .
Publication bias was checked visually by creating a funnel plot with the standard error plotted against the mean difference of single LV parameters. In addition, publication bias was statistically tested by Egger’s test. Consistent with recommendations to determine stability in the meta-analytic results, we computed the classic fail-safe analysis . This technique calculates the number of studies with nonsignificant effects required to nullify the overall effect determined in the current analysis. Larger fail-safe values increase confidence in the overall effect and validate the stability of the current findings. Data were analyzed with the use of the Comprehensive Meta-Analysis software, version 2 (Biostat, Englewood, New Jersey).
3.1. Characteristics of the Studies
The first literature search identified 461 papers; 22 of these were potentially eligible for the analysis, but only 9 studies, six involving adults [25, 26, 30–33] and three with children and adolescents [29, 34, 35], could be included in the final review (Figure 1). Overall the methodological quality of the selected studies was satisfactory.
3.1.1. Adult Studies
Table 1(a) summarizes the studies on the effects of NAFLD on cardiac structure and function in adults. Overall, 629 adult patients with NAFLD and 1237 controls were included in the studies. Control subjects were matched for age and sex in some studies and for age, sex, and body mass index (BMI) or for age, sex, BMI, and waist circumference in others. Five studies were hospital-based case-control ones [25, 26, 30–32], and one was a population-based cross-sectional survey . In all cases and controls, LV geometry and function was measured by M-mode and pulsed Doppler echocardiography; tissue Doppler imaging (TDI) was also used in the majority of studies (5 of the 6 studies) (Table 1).
|T2DM: type 2 diabetes mellitus; BMI: body mass index; HOMA-IR: homeostasis model assessment of insulin resistance; MetS: metabolic syndrome; NAFLD: nonalcoholic fatty liver disease; LV: left ventricular; NASH: nonalcoholic steatohepatitis; NOS: Newcastle-Ottawa Scale; TDI: tissue Doppler imaging.|
|NAFLD: nonalcoholic fatty liver disease; LV: left ventricular; BMI: body mass index; NASH: nonalcoholic steatohepatitis; NOS: Newcastle-Ottawa Scale.|
NAFLD was defined by liver histology in one study, by ultrasound in four studies, and by computed tomography scan in one study. Three studies enrolled exclusively nondiabetic, normotensive individuals, one study enrolled type 2 diabetic patients, and one study enrolled never-treated essential hypertensive patients. The population-based study included patients with NAFLD and MetS.
3.1.2. Pediatric Studies
Table 1(b) summarizes the studies on the effects of NAFLD on cardiac structure and function in children and adolescents [29, 34, 35]. Overall, 244 obese children with NAFLD, 680 obese subjects without liver involvement, and 236 healthy controls matched for age and gender were included in the studies. In all cases and controls, LV geometry and function was measured by M-mode, pulsed Doppler, and TDI.
NAFLD was defined by ultrasound in one study, by ultrasound and elevated serum ALT in one study, and by MRI (and liver biopsy in a subgroup) in one study.
3.2. Cardiac Parameters
The parameters reported across the selected publications varied among studies, but LV mass indexed to height2.7 or to body surface area (BSA), ratio, the early annular diastolic tissue velocity (), and ratio were the most frequently reported outcomes.
3.2.1. Adult Studies
Two studies reported LV mass indexed to height2.7 [30, 33] and 4 studies the LV mass indexed to BSA [25, 26, 31, 32]. Four studies found an increased LV mass index in NAFLD patients compared to controls. When pooling the data on LV mass indexed to height2.7 as well as those on LV mass indexed to BSA, the standardized difference in means was statistically significant () only for LV mass indexed to BSA (Figure 2). There was significant evidence of heterogeneity among the studies. ratio was available in all 6 studies. On average, a worse ratio was found in NAFLD patients, with a standardized mean difference of −0.57 (95% CI, −0.67 to −0.47; ) (Figure 3). ratio was reported in 5 of the 6 studies. Patients with NAFLD had higher ratio than those without NAFLD in 4 of the 5 studies, leading to a standardized mean difference of 0.56 (95% CI, 0.45 to 0.66; ) (Figure 4). Again, there was heterogeneity among studies.
We found no evidence of publication bias based on Egger’s test with respect to ratio (intercept = −0.55 (95% CI, −4.55 to 3.46); ) and ratio (intercept = 1.95 (95% CI, −5.01 to 8.90); ). The classic fail-safe was relatively high to lower the significance of this meta-analysis (number of missing studies that would make value greater than alpha = 120).
3.2.2. Pediatric Studies
When pooling the data on LV mass indexed to height2.7, the standardized mean difference in LV mass between obese children with NAFLD and obese subjects without liver involvement did not reach statistical significance (). In contrast, when compared to healthy lean controls, the standardized mean difference in LV mass was statistically significant (mean, 1.19 (95% CI, 0.99 to 1.39); ) (Figure 5). In all studies, no significant differences were found in ratio between the groups (Figure 6). However, obese children and adolescents with NAFLD had higher ratio than those without NAFLD, leading to a standardized mean difference of 0.31 (95% CI, 0.11 to 0.51; ) (Figure 7). In contrast to adult population, there was no evidence of heterogeneity among pediatric studies. We found no evidence of publication bias based on Egger’s test with respect to ratio (intercept = −1.41 (95% CI, −4.46 to 3.76); ). Visual inspection of the funnel plot suggested the absence of publication bias for the ratio, which was identified in 2 of the 3 eligible studies. However, the classic fail-safe was relatively low when considering obese children with and without NAFLD, suggesting that only tenuous conclusions should be drawn.
While previous systematic reviews and meta-analyses have investigated the association between NAFLD and the risk of cardiovascular events (such as myocardial infarction, angina pectoris, and ischemic stroke), cerebrovascular disease (such as cerebral hemorrhage), and peripheral vascular disease , or the effect of current treatments on NAFLD-associated cardiometabolic conditions , in the present systematic review and meta-analysis, the association of subclinical cardiac structure and function abnormalities in patients with NAFLD has been examined.
We found that NAFLD patients both adults and children have increased features of diastolic LV dysfunction. In fact, NAFLD adult patients had a lower ratio and a higher ratio, while children with NAFLD had higher ratio.
Diastolic LV dysfunction is increasingly acknowledged as a major contributor to the development of heart failure, but as the early onset of heart failure with preserved systolic function (e.g., preclinical diastolic dysfunction) is asymptomatic, it is often not diagnosed in the early stages . Although systolic function is well characterized by determinations of ejection fraction, diastolic function characterization of the heart’s stiffness, relaxation, and pressure changes is more difficult. Invasive measures of rate of LV pressure decline, LV relaxation time constant, and stiffness modulus can characterize diastolic function . Echocardiography, a common noninvasive imaging technique, is useful in determining the presence of systolic or diastolic dysfunction. In the diastole, the LV filling pattern consists of 2 phases: early and late atrial contraction. The ratio is used as an estimate of the relaxation pattern of the ventricle. Furthermore, TDI can be used to measure myocardial motion, specifically the rate at which the mitral annulus moves toward the base during early diastole (). The LV filling pressures can be estimated by the ratio . Thus ratio and ratio are reliable markers of LV diastolic function.
In addition to LV diastolic dysfunction, our meta-analysis showed significant differences in LV mass index, a continuous measure of cardiac structure, between adult patients with NAFLD and controls. In the pediatric population, the standardized mean difference in LV mass between obese children with NAFLD and obese subjects without liver involvement did not reach statistical significance. However, when compared to healthy lean controls, the standardized mean difference in LV mass was statistically significant. Although LV diastolic dysfunction is known to be associated with the development of LV hypertrophy, investigations in both human and animal models of hypertension suggest that early LV diastolic dysfunction may precede the development of LV hypertrophy .
It should be pointed out that, in a meta-analysis, the presence of heterogeneity in study design and clinical characteristics of subjects may influence the interpretation of the pooled risk estimates. However, even using the random-effects model, taking account of the variation between the different studies yielded a statistically significant estimate of LV dysfunction. Of note, there was no evidence of statistically significant heterogeneity among the studies involving children.
The severity of liver disease was not considered in most of the studies. This may be due to liver biopsy being invasive and expensive and the ever present possibility of complications. Only one study in adults and one in children disclosed cardiac data according to liver histology and showed conflicting results. Karabay et al.  found no significant differences in cardiac dysfunction among NAFLD groups (e.g., simple steatosis, borderline NASH, and definite NASH). In contrast, Pacifico et al.  showed that obese children with NAFLD have features of early LV dysfunction, compared to obese children without NAFLD and lean controls. Notably, when the group of obese subjects was divided according to the presence of NASH, it was evident that some functional cardiac differences were more pronounced in the group of NASH. Therefore, some misclassification of individuals with NASH as controls would probably tend to reduce the strength of the association between NAFLD and cardiac abnormalities. Interpretation of the results of this meta-analysis is limited by other caveats; that is, a small number of studies met the inclusion criteria, and all the reported analyses relied on the standardized mean differences between patients and controls, without adjustment for other potential confounder factors.
Although the pathogenesis of cardiac dysfunction in NAFLD is still unclear, insulin resistance, abnormal lipid profile, and low-grade inflammatory state have been suggested to play a role [44–47]. Hepatic steatosis is associated with hepatic insulin resistance, which means that hepatic glucose production is impaired, leading to hyperglycemia and compensatory hyperinsulinemia. This may worsen both systemic and cardiac insulin resistance. The liver plays an important role in controlling the amount of circulating lipids. In patients with NAFLD, the increase in free fatty acids may lead to myocardial lipid accumulation, with consequent alterations in LV function [46–48]. In fact, myocardial steatosis may cause changes in myocardial substrate metabolism and efficiency (as measured by cardiac work/myocardial oxygen consumption) that occur early in the process leading to impaired LV contractility [44, 45]. Using 1H-MRS, Rijzewijk et al. showed that the intramyocardial fat content was significantly higher in uncomplicated type 2 diabetic men than in nondiabetic controls and was related to impaired cardiac metabolism . Epicardial adipose tissue (EAT), being metabolically active, produces proatherogenic, proinflammatory, and prothrombotic adipocytokines [50, 51]. Its anatomic location, without any barrier to the adjacent myocardium, results in local paracrine interaction between EAT and the myocardium . Perseghin et al. who used cardiac MRI and 31P-MRS showed that patients with fatty liver had increased epicardial fat and abnormal cardiac metabolism . Thus, epicardial and myocardial fat represent abnormal ectopic fat storage and may be a marker of the cumulative effects of NAFLD and insulin resistance in the setting of pathological adiposity [48, 52], leading to cardiovascular complications .
More recently, it has been shown that the liver activates homeostatic mechanisms which increase the production and export of non-HDL-C to reduce the toxic effect of excess cholesterol due to diet. Thus, the liver may limit free cholesterol toxicity, but a consequence is that APOB-containing atherogenic lipoproteins are produced, which may, at least in part, account for the increased cardiovascular risk in patients with NAFLD . Emerging evidence also suggests that NAFLD, especially in its necroinflammatory form, might be involved in the pathogenesis of cardiac function abnormalities through the systemic release of several mediators from the steatotic and inflamed liver (including C-reactive protein, interleukin-6, tumor necrosis factor-α, and other proinflammatory cytokines) [11, 55].
Genetic studies have highlighted several single nucleotide polymorphisms that may characterize patients with a high risk for NAFLD development and progression [56–60]. In particular, a common missense variant, rs738409 (I148M), in the patatin-like phospholipase 3 (PNPLA3) gene has been associated not only with increased hepatic fat content and serum liver enzymes but also with increased risk of NASH and fibrosis progression [56, 58]. Recently, genetic variation in the transmembrane 6 superfamily member 2 protein (TM6SF2) at rs58542926 has been shown to confer susceptibility to NAFLD, independent of genetic variation in PNPLA3 at rs738409 [59, 60]. Of note, the E167K variant in TM6SF2 is associated with a distinct subtype of NAFLD, characterized by preserved insulin sensitivity with regard to lipolysis, hepatic glucose production, and lack of hypertriglyceridemia despite a clearly increased liver fat content . In addition, Dongiovanni et al.  found that the TM6SF2 E167K variant increases susceptibility to NASH and liver fibrosis but protects against cardiovascular disease (CVD). Their findings suggest that inhibition of secretion of very-low-density lipoproteins from the liver protects against CVD, but at the cost of an increased risk of severe liver disease.
In conclusion, our analysis supports the association between NAFLD and subclinical cardiovascular changes. However, confirmation in large cross-sectional and less heterogeneous studies is needed. If LV dysfunction in NAFLD is confirmed, future research directions should include strategies and interventions to prevent cardiac disease progression in patients with NAFLD.
|:||Late mitral velocity|
|BMI:||Body mass index|
|BSA:||Body surface area|
|:||Early mitral velocity|
|:||Early diastolic tissue velocity|
|EAT:||Epicardial adipose tissue|
|MRI:||Magnetic resonance imaging|
|MRS:||Magnetic resonance spectroscopy|
|NAFLD:||Nonalcoholic fatty liver disease|
|TDI:||Tissue Doppler imaging.|
Conflict of Interests
The authors declare that there is no conflict of interests regarding the publication of this paper.
This study was supported by a grant from Sapienza University of Rome (Progetti di Ricerca Universitaria 2011-2012).
- M. Lazo, R. Hernaez, M. S. Eberhardt et al., “Prevalence of nonalcoholic fatty liver disease in the United States: the third national health and nutrition examination survey, 1988–1994,” The American Journal of Epidemiology, vol. 178, no. 1, pp. 38–45, 2013.
- M. J. Armstrong, D. D. Houlihan, L. Bentham et al., “Presence and severity of non-alcoholic fatty liver disease in a large prospective primary care cohort,” Journal of Hepatology, vol. 56, no. 1, pp. 234–240, 2012.
- J. B. Schwimmer, R. Deutsch, T. Kahen, J. E. Lavine, C. Stanley, and C. Behling, “Prevalence of fatty liver in children and adolescents,” Pediatrics, vol. 118, no. 4, pp. 1388–1393, 2006.
- L. Pacifico, E. Poggiogalle, V. Cantisani et al., “Pediatric nonalcoholic fatty liver disease: a clinical and laboratory challenge,” World Journal of Hepatology, vol. 2, no. 7, pp. 275–288, 2010.
- P. Angulo, “Medical progress: nonalcoholic fatty liver disease,” The New England Journal of Medicine, vol. 346, no. 16, pp. 1221–1231, 2002.
- M. Ekstedt, H. Hagström, P. Nasr et al., “Fibrosis stage is the strongest predictor for disease-specific mortality in NAFLD after up to 33 years of follow-up,” Hepatology, vol. 61, no. 5, pp. 1547–1554, 2015.
- A. E. Feldstein, P. Charatcharoenwitthaya, S. Treeprasertsuk, J. T. Benson, F. B. Enders, and P. Angulo, “The natural history of non-alcoholic fatty liver disease in children: a follow-up study for up to 20 years,” Gut, vol. 58, no. 11, pp. 1538–1544, 2009.
- E. D'Adamo, A. M. G. Cali, R. Weiss et al., “Central role of fatty liver in the pathogenesis of insulin resistance in obese adolescents,” Diabetes Care, vol. 33, no. 8, pp. 1817–1822, 2010.
- A. Kotronen and H. Yki-Järvinen, “Fatty liver: a novel component of the metabolic syndrome,” Arteriosclerosis, Thrombosis, and Vascular Biology, vol. 28, no. 1, pp. 27–38, 2008.
- A. Kotronen, V. R. Velagapudi, L. Yetukuri et al., “Serum saturated fatty acids containing triacylglycerols are better markers of insulin resistance than total serum triacylglycerol concentrations,” Diabetologia, vol. 52, no. 4, pp. 684–690, 2009.
- G. Targher, C. P. Day, and E. Bonora, “Risk of cardiovascular disease in patients with nonalcoholic fatty liver disease,” The New England Journal of Medicine, vol. 363, no. 14, pp. 1341–1350, 2010.
- L. Pacifico, V. Nobili, C. Anania, P. Verdecchia, and C. Chiesa, “Pediatric nonalcoholic fatty liver disease, metabolic syndrome and cardiovascular risk,” World Journal of Gastroenterology, vol. 17, no. 26, pp. 3082–3091, 2011.
- J. B. Schwimmer, P. E. Pardee, J. E. Lavine, A. K. Blumkin, and S. Cook, “Cardiovascular risk factors and the metabolic syndrome in pediatric nonalcoholic fatty liver disease,” Circulation, vol. 118, no. 3, pp. 277–283, 2008.
- N. Villanova, S. Moscatiello, S. Ramilli et al., “Endothelial dysfunction and cardiovascular risk profile in nonalcoholic fatty liver disease,” Hepatology, vol. 42, no. 2, pp. 473–480, 2005.
- G. Targher, L. Bertolini, R. Padovani et al., “Relations between carotid artery wall thickness and liver histology in subjects with nonalcoholic fatty liver disease,” Diabetes Care, vol. 29, no. 6, pp. 1325–1330, 2006.
- G. Targher, L. Bertolini, L. Scala, G. Zoppini, L. Zenari, and G. Falezza, “Non-alcoholic hepatic steatosis and its relation to increased plasma biomarkers of inflammation and endothelial dysfunction in non-diabetic men. Role of visceral adipose tissue,” Diabetic Medicine, vol. 22, no. 10, pp. 1354–1358, 2005.
- L. Pacifico, V. Cantisani, P. Ricci et al., “Nonalcoholic fatty liver disease and carotid atherosclerosis in children,” Pediatric Research, vol. 63, no. 4, pp. 423–427, 2008.
- F. Demircioğlu, A. Koçyiğit, N. Arslan, H. Çakmakçi, Ş. Hizli, and A. T. Sedat, “Intima-media thickness of carotid artery and susceptibility to atherosclerosis in obese children with nonalcoholic fatty liver disease,” Journal of Pediatric Gastroenterology and Nutrition, vol. 47, no. 1, pp. 68–75, 2008.
- L. Pacifico, C. Anania, F. Martino et al., “Functional and morphological vascular changes in pediatric nonalcoholic fatty liver disease,” Hepatology, vol. 52, no. 5, pp. 1643–1651, 2010.
- Q. M. Anstee, G. Targher, and C. P. Day, “Progression of NAFLD to diabetes mellitus, cardiovascular disease or cirrhosis,” Nature Reviews Gastroenterology and Hepatology, vol. 10, no. 6, pp. 330–344, 2013.
- S. Ballestri, A. Lonardo, S. Bonapace, C. D. Byrne, P. Loria, and G. Targher, “Risk of cardiovascular, cardiac and arrhythmic complications in patients with non-alcoholic fatty liver disease,” World Journal of Gastroenterology, vol. 20, no. 7, pp. 1724–1745, 2014.
- L. Pacifico, C. Chiesa, C. Anania et al., “Nonalcoholic fatty liver disease and the heart in children and adolescents,” World Journal of Gastroenterology, vol. 20, no. 27, pp. 9055–9071, 2014.
- R. Lautamäki, R. Borra, P. Iozzo et al., “Liver steatosis coexists with myocardial insulin resistance and coronary dysfunction in patients with type 2 diabetes,” American Journal of Physiology—Endocrinology and Metabolism, vol. 291, no. 2, pp. E282–E290, 2006.
- G. Perseghin, G. Lattuada, F. De Cobelli et al., “Increased mediastinal fat and impaired left ventricular energy metabolism in young men with newly found fatty liver,” Hepatology, vol. 47, no. 1, pp. 51–58, 2008.
- S. Goland, S. Shimoni, T. Zornitzki et al., “Cardiac abnormalities as a new manifestation of nonalcoholic fatty liver disease: echocardiographic and tissue Doppler imaging assessment,” Journal of Clinical Gastroenterology, vol. 40, no. 10, pp. 949–955, 2006.
- H. Fotbolcu, T. Yakar, D. Duman et al., “Impairment of the left ventricular systolic and diastolic function in patients with non-alcoholic fatty liver disease,” Cardiology Journal, vol. 17, no. 5, pp. 457–463, 2010.
- A. Mantovani, G. Zoppini, G. Targher, G. Golia, and E. Bonora, “Non-alcoholic fatty liver disease is independently associated with left ventricular hypertrophy in hypertensive Type 2 diabetic individuals,” Journal of Endocrinological Investigation, vol. 35, no. 2, pp. 215–218, 2012.
- K. Hallsworth, K. G. Hollingsworth, C. Thoma et al., “Cardiac structure and function are altered in adults with non-alcoholic fatty liver disease,” Journal of Hepatology, vol. 58, no. 4, pp. 757–762, 2013.
- L. Pacifico, M. Di Martino, A. De Merulis et al., “Left ventricular dysfunction in obese children and adolescents with nonalcoholic fatty liver disease,” Hepatology, vol. 59, no. 2, pp. 461–470, 2014.
- F. Fallo, A. Dalla Pozza, N. Sonino et al., “Non-alcoholic fatty liver disease is associated with left ventricular diastolic dysfunction in essential hypertension,” Nutrition, Metabolism and Cardiovascular Diseases, vol. 19, no. 9, pp. 646–653, 2009.
- S. Bonapace, G. Perseghin, G. Molon et al., “Nonalcoholic fatty liver disease is associated with left ventricular diastolic dysfunction in patients with type 2 diabetes,” Diabetes Care, vol. 35, no. 2, pp. 389–395, 2012.
- C. Y. Karabay, G. Kocabay, A. Kalayci et al., “Impaired left ventricular mechanics in nonalcoholic fatty liver disease: a speckle-tracking echocardiography study,” European Journal of Gastroenterology and Hepatology, vol. 26, no. 3, pp. 325–331, 2014.
- N. H. Kim, J. Park, S. H. Kim et al., “Non-alcoholic fatty liver disease, metabolic syndrome and subclinical cardiovascular changes in the general population,” Heart, vol. 100, no. 12, pp. 938–943, 2014.
- H. Alp, S. Karaarslan, B. S. Eklioğlu, M. E. Atabek, H. Altin, and T. Baysal, “Association between nonalcoholic fatty liver disease and cardiovascular risk in obese children and adolescents,” The Canadian Journal of Cardiology, vol. 29, no. 9, pp. 1118–1125, 2013.
- A. Sert, E. Aypar, O. Pirgon, H. Yilmaz, D. Odabas, and I. Tolu, “Left ventricular function by echocardiography, tissue doppler imaging, and carotid intima-media thickness in obese adolescents with nonalcoholic fatty liver disease,” American Journal of Cardiology, vol. 112, no. 3, pp. 436–443, 2013.
- The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in metaanalyses, http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp.
- J. Cohen, Statistical Power Analysis for the Behavioral Sciences, Erlbaum, Hillsdale, NJ, USA, 2nd edition, 1988.
- R. Rosenthal and M. R. DiMatteo, “Meta-analysis: Recent developments in quantitative methods for literature reviews,” Annual Review of Psychology, vol. 52, pp. 59–82, 2001.
- H. Lu, H. Liu, F. Hu, L. Zou, S. Luo, and L. Sun, “Independent association between nonalcoholic fatty liver disease and cardiovascular disease: a systematic review and meta-analysis,” International Journal of Endocrinology, vol. 2013, Article ID 124958, 7 pages, 2013.
- G. Musso, M. Cassader, F. Rosina, and R. Gambino, “Impact of current treatments on liver disease, glucose metabolism and cardiovascular risk in non-alcoholic fatty liver disease (NAFLD): a systematic review and meta-analysis of randomised trials,” Diabetologia, vol. 55, no. 4, pp. 885–904, 2012.
- J. J. McMurray, S. Adamopoulos, S. D. Anker et al., “ESC guidelines for the diagnosis and treatment of acute and chronic heart failure 2012: the Task Force for the Diagnosis and Treatment of Acute and Chronic Heart Failure 2012 of the European Society of Cardiology. Developed in collaboration with the Heart Failure Association (HFA) of the ESC,” European Journal of Heart Failure, vol. 14, no. 8, pp. 803–869, 2012.
- S.-H. Wan, M. W. Vogel, and H. H. Chen, “Pre-clinical diastolic dysfunction,” Journal of the American College of Cardiology, vol. 63, no. 5, pp. 407–416, 2014.
- S. Dupont, J. Maizel, R. Mentaverri et al., “The onset of left ventricular diastolic dysfunction in SHR rats is not related to hypertrophy or hypertension,” The American Journal of Physiology—Heart and Circulatory Physiology, vol. 302, no. 7, pp. H1524–H1532, 2012.
- E. Bugianesi, “Nonalcoholic Fatty Liver Disease (NAFLD) and cardiac lipotoxicity: another piece of the puzzle,” Hepatology, vol. 47, no. 1, pp. 2–4, 2008.
- L. S. Bhatia, N. P. Curzen, P. C. Calder, and C. D. Byrne, “Non-alcoholic fatty liver disease: a new and important cardiovascular risk factor?” European Heart Journal, vol. 33, no. 10, pp. 1190–1200, 2012.
- E. D. Abel, K. M. O'Shea, and R. Ramasamy, “Insulin resistance: metabolic mechanisms and consequences in the heart,” Arteriosclerosis, Thrombosis, and Vascular Biology, vol. 32, no. 9, pp. 2068–2076, 2012.
- G. Boden, “Obesity, insulin resistance and free fatty acids,” Current Opinion in Endocrinology, Diabetes and Obesity, vol. 18, no. 2, pp. 139–143, 2011.
- M. Kankaanpää, H.-R. Lehto, J. P. Pärkkä et al., “Myocardial triglyceride content and epicardial fat mass in human obesity: relationship to left ventricular function and serum free fatty acid levels,” The Journal of Clinical Endocrinology and Metabolism, vol. 91, no. 11, pp. 4689–4695, 2006.
- L. J. Rijzewijk, J. T. Jonker, R. W. van der Meer et al., “Effects of hepatic triglyceride content on myocardial metabolism in type 2 diabetes,” Journal of the American College of Cardiology, vol. 56, no. 3, pp. 225–233, 2010.
- A. Dutour, V. Achard, H. Sell et al., “Secretory type II phospholipase A2 is produced and secreted by epicardial adipose tissue and overexpressed in patients with coronary artery disease,” The Journal of Clinical Endocrinology & Metabolism, vol. 95, no. 2, pp. 963–967, 2010.
- T. Mazurek, L. Zhang, A. Zalewski et al., “Human epicardial adipose tissue is a source of inflammatory mediators,” Circulation, vol. 108, no. 20, pp. 2460–2466, 2003.
- G. Iacobellis, D. Corradi, and A. M. Sharma, “Epicardial adipose tissue: anatomic, biomolecular and clinical relationships with the heart,” Nature Clinical Practice. Cardiovascular Medicine, vol. 2, no. 10, pp. 536–543, 2005.
- G. Iacobellis, A. M. Pellicelli, B. Grisorio et al., “Relation of epicardial fat and alanine aminotransferase in subjects with increased visceral fat,” Obesity, vol. 16, no. 1, pp. 179–183, 2008.
- S. Zelber-Sagi, F. Salomone, H. Yeshua et al., “Non-high-density lipoprotein cholesterol independently predicts new onset of non-alcoholic fatty liver disease,” Liver International, vol. 34, no. 6, pp. e128–e135, 2014.
- G. Targher, L. Bertolini, S. Rodella et al., “NASH predicts plasma inflammatory biomarkers independently of visceral fat in men,” Obesity, vol. 16, no. 6, pp. 1394–1399, 2008.
- L. Valenti, A. Alisi, E. Galmozzi et al., “I148M patatin-like phospholipase domain-containing 3 gene variant and severity of pediatric nonalcoholic fatty liver disease,” Hepatology, vol. 52, no. 4, pp. 1274–1280, 2010.
- L. A. Adams, S. W. White, J. A. Marsh et al., “Association between liver-specific gene polymorphisms and their expression levels with nonalcoholic fatty liver disease,” Hepatology, vol. 57, no. 2, pp. 590–600, 2013.
- S. Sookoian and C. J. Pirola, “Meta-analysis of the influence of I148M variant of patatin-like phospholipase domain containing 3 gene (PNPLA3) on the susceptibility and histological severity of nonalcoholic fatty liver disease,” Hepatology, vol. 53, no. 6, pp. 1883–1894, 2011.
- J. Kozlitina, E. Smagris, S. Stender et al., “Exome-wide association study identifies a TM6SF2 variant that confers susceptibility to nonalcoholic fatty liver disease,” Nature Genetics, vol. 46, no. 4, pp. 352–356, 2014.
- O. L. Holmen, H. Zhang, Y. Fan et al., “Systematic evaluation of coding variation identifies a candidate causal variant in TM6SF2 influencing total cholesterol and myocardial infarction risk,” Nature Genetics, vol. 46, no. 4, pp. 345–351, 2014.
- Y. Zhou, G. Llauradó, M. Orešič, T. Hyötyläinen, M. Orho-Melander, and H. Yki-Järvinen, “Circulating triacylglycerol signatures and insulin sensitivity in NAFLD associated with the E167K variant in TM6SF2,” Journal of Hepatology, vol. 62, no. 3, pp. 657–663, 2015.
- P. Dongiovanni, S. Petta, C. Maglio et al., “Transmembrane 6 superfamily member 2 gene variant disentangles nonalcoholic steatohepatitis from cardiovascular disease,” Hepatology, vol. 61, no. 2, pp. 506–514, 2015.
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