Abstract
Non-alcoholic fatty liver disease (NAFLD) or metabolic (dysfunction) associated liver disease (MAFLD), is, with a global prevalence of 25%, the most common liver disorder worldwide. NAFLD comprises a spectrum of liver disorders ranging from simple steatosis to steatohepatitis, fibrosis, cirrhosis and eventually end-stage liver disease. The cause of NAFLD is multifactorial with genetic susceptibility and an unhealthy lifestyle playing a crucial role in its development. Disrupted hepatic lipid homeostasis resulting in hepatic triglyceride accumulation is an hallmark of NAFLD. This disruption is commonly described based on four pathways concerning 1) increased fatty acid influx, 2) increased de novo lipogenesis, 3) reduced triglyceride secretion, and 4) reduced fatty acid oxidation. More recently, lipophagy has also emerged as pathway affecting NAFLD development and progression. Lipophagy is a form of autophagy (i.e. controlled autolysosomal degradation and recycling of cellular components), that controls the breakdown of lipid droplets in the liver. Here we address the role of hepatic lipid homeostasis in NAFLD and specifically review the current literature on lipophagy, describing its underlying mechanism, its role in pathophysiology and its potential as a therapeutic target.
Keywords: non-alcoholic fatty liver disease, lipophagy, lipid droplet, autophagy, lipid homeostasis
Introduction
Non-alcoholic fatty liver disease (NAFLD) comprises a spectrum of liver diseases that is characterized by an increased hepatic triglyceride (TG) content (i.e. steatosis) in the absence of excessive alcohol use. The NAFLD disease spectrum ranges from simple steatosis via non-alcoholic steatohepatitis (NASH) with or without fibrosis, to advanced irreversible scarring (cirrhosis), hepatocellular carcinoma and ultimately end stage liver disease (1, 2). Recently, it has been suggested to change the terminology of NAFLD/NASH to metabolic (dysfunction) associated liver disease (MAFLD) to more adequately reflect current knowledge and pathophysiology of the disease (3, 4). For clarity, we will use the term NAFLD in this review.
Hepatic steatosis is generally benign and is considered the primary step in the pathogenesis of NAFLD. Progressive stages of NAFLD, e.g. steatohepatitis and hepatic fibrosis, occur when excessive lipid accumulation overwhelms the capacity of the liver to store, secrete and oxidize fatty acids (5). In this lipotoxic environment, necroinflammation and fibrogenesis can occur. Various lipid species may drive this lipotoxicity, especially lysophospholipids and diacylglycerol (6). Therefore, controlling general hepatic lipid accumulation is essential to prevent or reverse progression of NAFLD.
Driven by an unhealthy diet and sedentary lifestyle, NAFLD is considered to be the hepatic manifestation of the metabolic syndrome (MetS), a condition that is defined by the presence of a combination of cardiovascular risk factors including abdominal obesity, insulin resistance, hypertension and atherogenic dyslipidemia (7–10). Parallel to the rise in obesity, the prevalence of NAFLD is increasing worldwide and a recent study suggests that about 25% of the worldwide population has some stage of NAFLD (11, 12). The proportion of NAFLD patients that develops steatohepatitis is around 40%, contributing to liver-specific and overall mortality among NAFLD patients (12). This renders NAFLD not only as a clinical, but also an economic burden. NAFLD is estimated to account for more than 35 billion euro of medical costs annually in the United Kingdom, France, Germany and Italy combined and more than 100 billion dollars per year in the United States (12). While there are great efforts towards development of drugs to treat NAFLD (13), clinical applicability is still rather limited and current NAFLD therapy is mainly centered around lifestyle changes (8, 14).
Four main pathways relating to hepatic lipid metabolism have been identified to contribute to hepatic TG accumulation ( Figure 1 ), namely 1) uptake of circulating fatty acids derived from the diet or adipose tissue; 2) hepatic fatty acid synthesis also known as de novo lipogenesis (DNL); 3) secretion of TGs in the form of very low density lipoprotein (VLDL) particles; and 4) fatty acid oxidation (FAO) (15). Recently, turnover of lipid droplets (LDs) by lipophagy, a form of autophagy specifically involved in the degradation of LDs has been identified as a novel pathway that also contributes to NAFLD.
Several reviews have discussed the role of lipophagy in NAFLD (16–18). However, these studies did not provide a complete overview of lipophagy in the context of hepatic lipid homeostasis and lacked recent insight and assessment of the potential of lipophagy as a therapeutic target to prevent or treat NAFLD. The aim of this review is, therefore, to provide an expert opinion on the role of lipophagy in NAFLD development and progression as well as its potential in treatment. We searched the PubMed database for “(NAFLD OR liver) AND (lipophagy OR autophagy)” and selected studies published in the English language between 2005 and mid 2020 in peer-reviewed journals. Here, we will discuss the studies we deemed relevant and of sufficient quality. To establish the role of lipophagy in NAFLD in an adequate context, we describe the four established pathways contributing to hepatic TG accumulation in section The Four Established Pathways That Result in Excessive Hepatic TG Accumulation and provide general information on autophagy and lipophagy in sections Autophagy and Lipophagy: the Fifth Pathway Involved in NAFLD, respectively. The last two sections discuss the pre-clinical (section Pre-Clinical Studies on the Role of Lipophagy in NAFLD) and clinical (section Clinical Studies) studies that specifically addressed the role of lipophagy in NAFLD.
The Four Established Pathways that Result in Excessive Hepatic Triglyceride Accumulation
Although a healthy liver normally does not store large amounts of neutral lipids, it plays a central and crucial role in whole body lipid homeostasis, as it is the main site for fatty acid synthesis, metabolism and transport. Disturbances in any one of these processes can contribute to NAFLD development and progression.
Hepatic Incorporation of FFA Into Triglyceride: A Link With Adipose Tissue
The adipose tissue (AT) depots are the main sites of TG storage in the mammalian body. Upon increased energy demand, e.g. during fasting or exercise, TGs stored in the AT will be liberated as fatty acids through lipolysis and transported in the circulation as free fatty acids (FFA) bound to albumin. Dietary lipids are released by the intestinal tract into the circulation as components of chylomicrons. Upon TG hydrolysis by lipoprotein lipase (LPL), fatty acids from the chylomicrons can also be taken up by the liver. In general, the liver takes up around 25% of all FFAs that pass it, and this is primarily mediated by the fatty acid transporter Cluster of differentiation 36 (CD36) (19, 20). Insulin plays an important role in regulating FFA levels by inhibiting AT lipolysis. In this way insulin favors fat storage after a meal, whereas energy is liberated from fat stores during fasting. During insulin resistance (IR), insulin is no longer able to suppress lipolysis and this results in a chronically high flux of FFAs to the liver and this is considered to be one of the main drivers of NAFLD (21–24). Stable isotope studies have shown that AT-derived fatty acids are indeed the dominant source of hepatic TG accumulation in NAFLD (25, 26). In addition, lipodystrophic disorders in which a patient is incapable of storing fatty acids in the AT depots are also associated with ectopic lipid accumulation, i.e. (severely) elevated TG concentrations in the liver and to a lesser extent in the muscles (27), underlining the important connection between AT and liver TG accumulation.
Various rodent as well as human studies demonstrated that inflammation of AT, i.e. accumulation of activated macrophages, exacerbates or is associated with more severe NAFLD and steatohepatitis (28–32). The AT derived hormone adiponectin has been proposed to be the crucial link in this association. Adiponectin can enhance hepatic fatty acid oxidation (33, 34) and suppresses hepatic DNL (35). Macrophages in the AT secrete proinflammatory factors such as tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) that suppress the production of adiponectin by adipocytes (36, 37). Therefore, lower adiponectin levels due to increased AT inflammation can contribute to hepatic TG accumulation, NAFLD development, and progression.
Increased De Novo Lipogenesis
Aside from TG synthesis from externally derived fatty acids, the liver also synthesizes fatty acids de novo which are subsequently esterified into TGs. While DNL is not very abundant in a healthy liver, it contributes up to 26% of hepatic TG concentrations in patients with NAFLD (26). Dietary carbohydrates are the most important source of TGs derived by DNL and this process is stimulated by insulin. Under insulin sensitive conditions, insulin directs carbohydrates to the peripheral tissues (e.g. muscle and AT) and stimulates storage of hepatic glucose as glycogen as well as DNL. Under insulin resistant conditions, insulin is not able to direct carbohydrates away from the liver resulting in increased hepatic TG storage, glycogenesis and DNL. Altogether, the excess hepatic carbohydrate concentrations in concert with the elevated DNL will result in more TGs in the liver. As such, hepatic insulin resistance contributes to the elevated hepatic TG concentrations, partly by higher DNL (38).
Disturbances in Hepatic Triglyceride Secretion
Hepatic TGs can be secreted by the liver as part of VLDL particles. These lipoprotein particles, which consist of lipidated Apolipoprotein B (ApoB) carry TGs to peripheral tissues where they are hydrolyzed by LPL and the released fatty acids provide fuel for the generation of energy. Although reduced VLDL secretion can contribute to excessive hepatic TG accumulation, this occurs only in rare, genetically affected patients. Examples are hypobetalipoproteinemia caused by mutations in the gene encoding ApoB and in abetalipoproteinemia due to mutations in the gene encoding microsomal TG transport protein (MTP) that is responsible for the lipidation of ApoB (39, 40). More commonly, NAFLD is associated with increased VLDL secretion due to elevated TG availability for the intrahepatic ApoB lipidation process (23), resulting in the characteristic mixed hyperlipidemia in which both VLDL and low-density lipoprotein (LDL) are increased that is often observed in insulin resistant and diabetic patients with NAFLD. Indeed, since insulin has been shown to suppress VLDL secretion (41, 42), insulin resistance coinciding with NAFLD also enhances VLDL secretion.
Disturbances in Hepatic Fatty Acid Oxidation
Hepatic fatty acid oxidation (FAO) encompasses fatty acid breakdown into shorter chains by a series of dehydrogenases in mitochondria and, for very long chain fatty acids, the peroxisomes (43). For this, the fatty acids first pass the mitochondrial membrane by the aid of carnitine palmitoyltransferase-1 (CPT1) and CPT2, enzymes localized in the outer and inner mitochondrial membrane, respectively. While CPT1 adds carnitine to the fatty acyl-CoA molecule to facilitate mitochondrial transport, CPT2 removes carnitine (44). FAO disorders have been shown to result in steatosis, especially in the fasted state (45). Pharmacological blockade of CPT1 for example resulted in severe hepatic steatosis in fasted mice (46), while mice that lack peroxisome proliferator-activated receptor α (PPARα), a nuclear receptor controlling expression of almost all FAO genes, also develop hepatic steatosis along with high plasma FFA concentrations, hypoglycemia and hypoketonemia when fasted (47, 48). In humans, FAO defects are also associated with hepatic steatosis and hepatomegaly (49).
Autophagy
Autophagy is the dedicated process by which cells dispose of and recycle unwanted, abnormal or malfunctional structures such as cytosolic organelles and macromolecules. It clears these structures by directing them to the lysosomes for degradation. The term autophagy (self-eating) was already coined in the 19th century to describe survival in periods of starvation (50). However, it was the Belgian biochemist De Duve who was the first to use autophagy in its present cellular context (51), i.e. the dynamic recycling system essential for cellular renovation and homeostasis (52).
Autophagy can be classified into three subcategories; macroautophagy, microautophagy, and chaperone-mediated autophagy (CMA) (53). Macroautophagy is the most active and common form in mammalian cells and is therefore almost synonymously used with autophagy. Crucial in autophagy is the formation of autophagosomes from membranes that isolate cell structure(s) that need to be degraded. These structures (or cargo) are recognized by the autophagosome membrane-bound microtubule-associated protein 1 light chain 3 (LC3-1, the mammalian homologue of the yeast protein ATG8). Subsequently, autophagy related cargo adaptors p62, NDP52, Optineurin, and NBR1 are involved in the adherence of the cargo to the autophagosome membrane (54). Upon the capture of the cargo, late endosomes and lysosomes fuse with the autophagosome to form the autolysosome in order to complete the degradation process for further metabolism through the ER (52, 53). In the process of autolysosome formation, members of the lysosome associated membrane protein (LAMP) family are crucial, especially LAMP2 (55). The Vacuolar H+-ATPase (V-ATPase) is a large multi-subunit protein complex that is required for acidification, an essential step in the autophagic process because an acidic environment activates enzymes essential to degrade biological materials (56).
A large number of proteins encoded by autophagy-related genes (ATGs) play crucial roles in controlling the autophagy process. For instance, ATG9 is a transmembrane protein that cycles between the trans-Golgi network and endosomes that carry membranes required for expansion of the autophagosomal membrane (57). Among other proteins that play important roles in the elongation of the autophagosomal membrane are ATG5, ATG7, ATG10, ATG12 and ATG16L1 (58, 59).
As mentioned, LC3 is crucial in the autophagic process. The LC3 precursor is cleaved by ATG4 which results in the cytosolic isoform LC3-I (60). In a reaction that involves ATG7 and ATG3, LC3-I can be conjugated to phosphatidylethanolamine (PE) to form LC3-II (61, 62), a protein that targets to the elongated autophagosome membrane. This association of LC3-II with the autophagosome makes it an excellent protein marker to investigate autophagy (63).
Autophagosome formation is negatively regulated by the (mammalian) target of rapamycin (mTOR) (64) which activity is inhibited under starvation conditions (65).
Lipophagy: The Fifth Pathway Involved in Non-Alcoholic Fatty Liver Disease
A specific form of autophagy is lipophagy which mediates the liberation of lipids stored in LDs. Lipophagy is a relatively recent discovery compared to the four pathways described above. However, disturbances in lipophagy have been linked to NAFLD and hepatic TG accumulation (66–68) and this process can therefore be considered the fifth pathway controlling NAFLD development.
Lipid Droplets
In order to protect against lipotoxicity, several organs including the liver store neutral lipids such as TGs in specialized single membrane vacuoles known as LDs (69). LDs are predominantly generated at the ER and increase in size by lipid transfer from the ER (70) or by fusion with other LDs (71). LDs consist of a single phospholipid membrane filled with neutral lipids and harbor a variety of lipolytic enzymes and other LD regulatory proteins. Adipose triglyceride lipase (ATGL), hormone sensitive lipase (HSL), di- and monoglyceride lipase (DGL and MGL, respectively) facilitate the hydrolysis of TGs into fatty acids (71, 72). Additionally, members of the perilipin family (PLIN1-PLIN5) are colocalized on the LD-membrane where they serve a regulatory function for lipolysis. PLIN2 and PLIN5 are highly expressed in the liver and contribute to the formation and regulation of lipolytic activity at the LDs membrane (73). The regulatory role of PLIN2 was demonstrated when Plin2 knockout mice did not develop hepatic steatosis in response to a high-fat diet (74). Their regulatory role was associated to an occupational function on the LDs, reducing the special availability for lipolytic enzymes (75). Hepatic PLIN5 protein synthesis and activity were both induced in mice by fasting, and signals via sirtuin-1 (SIRT1) to promote autophagy and reduce hepatic inflammatory injury under starvation (76). In addition, PLIN5 was shown to regulated the phosphorolytic state of lipolytic enzymes (ATGL, HSL, and MGL), and thereby altering their lipolytic activity (75). These examples of dysfunction of LD-associated proteins elegantly illustrate the regulatory and inducible axis between LDs, cytosolic lipolysis, and lipophagy.
Another class of proteins found on the LD membrane are the members of the cell death-inducing DFFA-like effector (CIDE) protein family of which CIDEB is constitutively expressed in the liver where it is thought to control VLDL secretion (77). Livers of Cideb deficient mice contained less TGs and had smaller LDs than their wild type littermates when challenged with a high-fat diet (78).
Lipophagy and Liquid Droplet Turnover
LDs and their content are among the structures that are degraded in the lipophagic process. As such, lipophagy is important to liberate fatty acids from the TGs stored in the LDs. A recent study reported that lipophagy-derived fatty acids undergo a cycle of efflux followed by reuptake before a subsequent reincorporation into cellular LDs (79). However, if lipophagy is associated with reduced hepatic lipid content, it is likely that some of the liberated fatty acids will be directed towards FAO. In general it is considered that lysosomal acid lipase (LAL) hydrolyzes the TGs to generate fatty acids (80, 81). The presence of a second lipolytic enzyme, e.g. ATGL, necessarily contributes to the degradation of the LD (82, 83).
A Role of Lipophagy in Non-Alcoholic Fatty Liver Disease?
Several studies have investigated the role of genes/proteins involved lipophagy and its association with NAFLD development and progression (summarized in Table 1 ). In this section, we provide a general overview of the evidence on the role of lipophagy in NAFLD and in the following paragraphs we discuss the pre-clinical and clinical studies, respectively, in more detail.
Table 1.
Gene/protein | Description | NAFLD association1 | Type of evidence | Ref. |
---|---|---|---|---|
IRGM | Autophagy-related member of the interferon-inducible GTPase family | Positive | Human genetic association and in vitro studies | (84, 85) |
Rubicon | Negative regulator of autophagosome-lysosome fusion | Positive | Human liver biopsies and mouse studies | (86) |
CD36 | Fatty acid transporter | Positive | Mouse and in vitro studies | (87) |
FIP200 | Subunit of autophagy related complex 1 | Positive | Mouse study | (88) |
LC3A/B-II ATG16L1 | Autophagy proteins | Positive | Human liver biopsies | (89) |
p62 | Autophagy protein | Positive | Human liver biopsies, mouse and in vitro studies | (66, 67, 90) |
LAMP3 | Involved in autolysosome fusion process | Positive | Human liver biopsies, mouse and in vitro studies | (91, 92) |
ATP6A1 ATP6A2 TMEM199 CCDC115 |
Factors in the V-ATPase complex | Negative | Human genetic association, mouse and Drosophila studies | (93–95) |
VMA21 | Involved in V-ATPase assembly | Negative | Human genetic association study | (96) |
GNMT | Catalyzes synthesis of N-methylglycine using SAMe | Negative | Human (serum protein) association and mouse studies | (97) |
ATG5 ATG7 ATG14 |
Autophagy proteins | Negative | Mouse and in vitro studies | (98–101) |
PLD1 | Catalyzes synthesis of phosphatic acid species that play a role in mTOR signaling | Negative | Mouse study | (102) |
SOD1 | Protects against oxidative stress | Negative | Mouse study | (103) |
TFEB | Regulator of autophagy | Negative | Human liver biopsies and mouse studies | (104–106) |
LC3 II/I | Autophagy protein | Negative | Rat and in vitro studies | (107, 108) |
1Positive association: higher concentrations, expression, and/or activity are associated with increased NAFLD development or occurrence. Negative association: higher concentrations, expression, and/or activity are associated with reduced NAFLD development or occurrence.
Mechanistic studies assessing lipophagy to modulate disease progression in NAFLD are still limited. Several human association studies have demonstrated that mutations in autophagy-related genes increase the risk of NAFLD development. A recent study using both pre-clinical models and patient material demonstrated that advanced stage NAFLD is associated with greater impairments of hepatic autophagy (66) and an association was also found between the autophagy-related GTPase family M (IRGM) gene and increased susceptibility of NAFLD in obese children (84). In vitro experiments in HepG2 cells revealed that IRGM knockdown inhibited the autophagic flux and increased LD content while overexpression of IRGM decreased LD content, highlighting its role in lipophagy.
Another example of dysfunctioning lipophagic proteins leading to NAFLD are assembly factors of the V-ATPase complex, which is involved in acidification of organelles. Although mutations in four V-ATPase genes, ATP6AP1, ATP6AP2, TMEM199, and CCDC115, present with different clinical characteristics, steatosis—ranging from mild to severe steatohepatitis including liver failure - is an important hallmark of this group of inborn errors of metabolism (93–95). A recent study on VMA21, a gene important to V-ATPase assembly, showed that mutations leading to V-ATPase dysfunction presented as an autophagic myopathy (96). Additional in vitro and in vivo experiments confirmed that these mutations lead to LD accumulation in autolysosomes and subsequently steatohepatitis and elevated transaminases.
It has been suggested that in some patients with severe NAFLD, decreased expression of the enzyme glycine N-methyltransferase (GNMT) results in an increased serum concentration of methionine and its metabolite S-adenosylmethionine (SAMe), both known inactivators of autophagy which might lead to impaired lipophagy (97). Alternatively, elevated levels of Rubicon, a negative regulator of autophagosome-lysosome fusion, were found in liver samples taken from patients with NAFLD (86). Taken together, these results demonstrate the role of autophagic genes and thus lipophagy in (hereditary predisposition to) NAFLD.
Pre-Clinical Studies on the Role of Lipophagy in Non-Alcoholic Fatty Liver Disease
Several murine models have been used to investigate the mechanistic role of specific autophagic proteins in NAFLD development. The first study that described mechanistic involvement of lipophagy in NAFLD showed that pharmacological inhibition of autophagy with 3-methyladenine or knockdown of either one of the autophagy genes ATG5 or ATG7 increased hepatic TG concentrations (98). While Liu et al. (99) already demonstrated that hepatic autophagy is suppressed in conditions associated with NAFLD, i.e. insulin resistance and hyperinsulinemia, Yang et al. (100) addressed the role of liver specific autophagy in obesity, insulin resistance and NAFLD more comprehensively using several models. In the latter study, downregulation of hepatic Atg7 was found in high-fat diet induced obese mice as well as in genetic models of obesity (ob/ob and db/db mice). Hyperinsulinemia was not causal as treatment of ob/ob mice with streptozotocin reduced insulin concentrations by 5-fold but did not restore hepatic Atg7 expression. In ob/ob mice, restoration of Atg7 expression improved the metabolic phenotype which could be completely prevented by blocking the downstream autophagy mediator Atg5. Knockdown of Atg14 produced similar results on hepatic TG accumulation in mice (101).
Several genes have been shown to affect both hepatic lipid content and lipophagy. When mice were fed a high-fat diet they developed NAFLD with a reduced hepatic lipophagic rate as well as an elevated hepatic expression of the fatty acid transporter CD36 (87). This was supported by the observation that knocking down Cd36 increased lipophagy in vitro and in vivo while overexpression of CD36 in HepG2 and Huh7 cells reduced lipophagy. Phospholipase D1 (PLD1) is an enzyme that hydrolyzes phosphatidylcholine to produce phosphatic acid species that play a role in mTOR signaling (109). Pld1 knockout mice display an impairment in autophagic flux and have increased NAFLD development when placed on a high-fat diet (102). Knockdown of superoxide dismutase (SOD) 1, an enzyme involved in protection against oxidative stress, in mice resulted in increased hepatic TG accumulation despite low visceral adiposity (103). This effect was attributed to reduced lipophagy because hepatic levels of p62 were increased. While p62 is essential for autophagy and lipophagy as it connects cargo with autophagosomes, elevated levels usually represent accumulation/aggregation due decreased autophagy (110).
In line with reduced lipophagy in NAFLD, a series of pre-clinical studies demonstrated that induction of lipophagy can attenuate NAFLD. Various interventions have been reported to stimulate autophagy/lipophagy and thereby attenuate or reduce development of NAFLD in mice (summarized in Table 2 ). In high-fat diet-induced NAFLD in mice, 4 week caffeine treatment not only enhanced the autophagic pathway but also significantly reduced hepatosteatosis (111). Similar effects have been reported with several herbal extracts [e.g. resveratrol, dioscin, capsaicin, (-)-Epigallocatechin-3-gallate] that have been suggested as novel therapeutic approaches to manage NAFLD (112–114). Also quercetin, a flavonoid found in various fruits and vegetables, anthocyanins from sweet cherries, and trehalose, a naturally occurring disaccharide derived from cocoons, have been reported to activate hepatic autophagy and reduce hepatic lipid content (115, 116, 124, 125). In mice, long-term exercise protects against high-fat diet-induced hepatic lipid accumulation at least partly by increasing the autophagic flux (117). Fasting, intermittent fasting, caloric restriction and caloric restriction mimetic drugs all induce autophagy in various tissues including the liver and could therefore also be used as a strategy to reduce hepatic steatosis (118–120).
Table 2.
Compound/intervention | Ref. |
---|---|
Caffeine | (111) |
Resveratrol | (112) |
Dioscin | (113) |
Capsaicin | (112) |
(-)-Epigallocatechin-3-gallate | (114) |
Quercetin | (115) |
Trehalose | (116) |
Exercise | (117) |
Fasting | (118) |
Intermittent fasting | (119) |
Caloric restriction | (118) |
Caloric restriction mimetics | (120) |
Rapamycin | (121) |
Carbamazepine | (121) |
TFEB agonists | (104, 105) |
Celecoxib | (107, 108) |
Thyroid hormone | (122) |
JNK inhibitor | (123) |
Direct pharmacological induction of hepatic autophagy using rapamycin and carbamazepine was shown to be protective in high-fat diet-induced NAFLD in mice (121). Direct evidence of the role of autophagy in controlling NAFLD comes from the studies of Wang et al. (104) who developed three potent agonists for Transcription Factor EB (TFEB), a master regulator of lysosomal biogenesis and autophagy. When mice on a high-fat diet were treated with these agonists, both hepatic steatosis and features of the MetS decreased. Another compound, referred to as MSL, that activates TFEB, also lowered hepatic TG concentrations of ob/ob and diet-induced obese mice (105). The importance of TFEB was also demonstrated by the observation that ezetimibe, a Niemann-Pick C1-Like 1 (NPC1L1) inhibitor reducing cholesterol absorption, improved steatohepatitis in vitro and in vivo via AMPK activation and TFEB nuclear translocation (106). Celecoxib, a nonsteroidal anti-inflammatory drug (NSAID), reduced development of diet-induced hepatic steatosis and inflammation in rodent models, potentially via restoring autophagic flux through increased LC3 II/I (107, 108). Thyroid hormone, an important regulator of metabolism, increases hepatic lipid catabolism at least partially through stimulation of autophagy (122). Reduced thyroid hormone secretion or sensitivity could therefore also contribute to NAFLD pathophysiology.
Despite the large number of studies describing a link between lipophagy and NAFLD, some debate still exists on the exact role of (members of) the autophagic and lipophagic pathway in NAFLD (126, 127). One study showed that in high-fat diet fed rats, treatment with a c-Jun N-terminal kinase (JNK) inhibitor (SP600125) decreased expression of autophagy-associated genes and reduced insulin resistance and NAFLD development (123). Ma et al. (88) argued that not autophagy impairment in the liver per se induces or attenuates NAFLD development but that it sensitizes the liver to other damaging triggers. They found that mice with a liver-specific deficiency of focal adhesion kinase family kinase-interacting protein 200 kDa (FIP200, also known as Rb1cc1), a core subunit of the mammalian autophagy related 1 complex, were actually protected from high-fat diet-induced liver TG accumulation. However, stimulation of liver autophagy by exposure to lipopolysaccharides, sensitized the FIP200 hepatic deficient mice to liver injury.
Clinical Studies
Although the link between NAFLD and lipophagy/autophagy has been explored extensively in pre-clinical studies, not much human data are available. Lin et al. (84) genotyped 832 obese children (aged 6–18 years) of East Asian descent and found that a variant in the lipophagy associated gene IRGM increased the chance to develop NAFLD, diagnosed using an ultrasonography based scoring pattern described by Chan et al. (85), by approximately 2-fold. When comparing biopsies from NAFL (n=2), steatohepatitis (n=3) and healthy (n=4) livers, Lee et al. (89) found that protein levels of LC3A/B-II and ATG16L1 were increased in NAFLD livers with steatohepatitis while other autophagic factors such as LC3A/B-I and p62 were not different. None of the measured autophagy proteins were different between NAFLD and healthy livers. However, other studies did find significant differences in other autophagic proteins in liver biopsies of NAFLD patients, especially increased p62 levels. Fukuo et al. (90) found accumulation of p62 in 65% of liver biopsies of 22 NAFLD patients. Fukushima et al. (67) investigated liver biopsies of 31 NAFLD patients with NAFLD activity scores (NAS) ranging from 2 to 8 and fibrosis scores from 0 to 4 and compared these to five healthy control liver biopsies. Aggregation of p62 was found in about 88% of the NAFLD biopsies while it was undetectable in healthy controls. The number of hepatocytes with p62 aggregation correlated positively with the number of autophagic vesicles and various NAFLD severity outcomes (including NAS, fibrosis, and serum alanine aminotransferase levels). An even more recent study confirmed this finding by immunohistochemistry staining of liver biopsies of 59 patients with steatohepatitis, In these biopsies, there was increased accumulation of p62 clusters and alterations in autophagy-related gene expression that correlated with NAS and fibrosis stage (66).
Nuclear expression of the master regulator of autophagy TFEB was lower in human liver samples with both simple steatosis (n=11) and steatohepatitis (n=9) compared to healthy controls (n=12) (106). Combined with the previously described pre-clinical data (128), TFEB could be a promising therapeutic target for NAFLD. While not prescribed as a TFEB modulator, ezetimibe has been studied as a potential treatment for NAFLD. There are some human studies that show improvements in some NAFLD (surrogate) outcomes upon ezetimibe treatment (129). However, more and larger trials are needed to substantiate these effects. Additionally, whether the potential beneficial effects of ezetimibe are the result of its effect on lipophagy or (intestinal) cholesterol absorption also remains elusive.
The LAMP family plays a critical role in the autolysosome fusion process (55). Recently it was found that LAMP3 protein expression was higher in the livers of patients with NAFLD (n=4) compared to healthy controls (n=3) (91). Further in vitro experiments revealed that LAMP3 overexpression resulted in higher expression of lipogenic genes. More evidence for a link between LAMP and NAFLD was demonstrated in livers of 24 NAFLD patients with varying degrees of steatosis (mild, moderate, severe) where a reduction of LAMP2A expression and other positive regulators of autophagy such as PLIN5 was found (92).
Altogether, we conclude that although clinical studies on lipophagy and NAFLD are limited and observational in nature, current evidence suggests a similar link as has been reported in pre-clinical studies. A reduction in various genes and proteins involved lipophagy correlates with the presence of steatosis and potentially NAFLD severity.
Conclusions and Future Perspectives
In this review we have described the four classical pathways that contribute to hepatic TG accumulation in NAFLD ( Figure 1 ) and specifically addressed a recently discovered novel pathway that concerns the lysosomal turnover of LDs, known as lipophagy ( Figure 2 ). We have summarized data from numerous in vitro, in vivo and observational human studies that demonstrate that lipophagy is an important pathway contributing to disrupted hepatic lipid homeostasis in NAFLD. Lipophagy is a complex process and impediments at various stages can contribute to NAFLD development. In turn, NAFLD itself might lead to impairments in lipophagy, resulting in a vicious cycle promoting disease progression.
Despite its potential to reduce TG accumulation and lipotoxicity, relatively little of the enormous drug development effort for NAFLD is focused on lipophagy (13). There are two main explanations for this. Firstly, lipophagy is a recent discovery and while the number of studies assessing it have dramatically increased over the last few years, the exact role of lipophagy in the pathophysiology of NAFLD and as a therapeutic target are still incompletely understood. While recent insights from genetic disorders such as IRGM deficiency and the V-ATPase assembly factor defects show promising results on the role of lipophagy in (certain) NAFLD patients, human evidence for the relevance of lipophagy in NAFLD is scarce and observational. Secondly, specific and targetable regulators and chaperones need to be identified in order to reduce chances of undesired autophagic side-effects.
When these caveats are addressed, selective de-repression or stimulation of lipophagy may turn out to be an effective and important treatment option in the growing global epidemic of NAFLD and its complications.
Author Contributions
All authors contributed to the article and approved the submitted version.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
Figures were created using Biorender.com.
References
- 1. Brunt EM. Pathology of nonalcoholic fatty liver disease. Nat Rev Gastroenterol Hepatol (2010) 7(4):195–203. 10.1038/nrgastro.2010.21 [DOI] [PubMed] [Google Scholar]
- 2. Brunt EM, Wong VW-S, Nobili V, Day CP, Sookoian S, Maher JJ, et al. Nonalcoholic fatty liver disease. Nat Rev Dis Prim (2015) 1:15080. 10.1038/nrdp.2015.80 [DOI] [PubMed] [Google Scholar]
- 3. Eslam M, Newsome PN, Sarin SK, Anstee QM, Targher G, Romero-Gomez M, et al. A new definition for metabolic dysfunction-associated fatty liver disease: an international expert consensus statement. J Hepatol (2020) 73(1):202–9. 10.1016/j.jhep.2020.07.045 [DOI] [PubMed] [Google Scholar]
- 4. Eslam M, Sanyal AJ, George J. MAFLD: a consensus-driven proposed nomenclature for metabolic associated fatty liver disease. Gastroenterology (2020) 158(7):1999–2014. 10.1053/j.gastro.2019.11.312 [DOI] [PubMed] [Google Scholar]
- 5. Tacke F, Luedde T, Trautwein C. Inflammatory Pathways in Liver Homeostasis and Liver Injury. Clin Rev Allergy Immunol (2009) 36(1):4–12. 10.1007/s12016-008-8091-0 [DOI] [PubMed] [Google Scholar]
- 6. Koliaki C, Szendroedi J, Kaul K, Jelenik T, Nowotny P, Jankowiak F, et al. Adaptation of hepatic mitochondrial function in humans with non-alcoholic fatty liver is lost in steatohepatitis. Cell Metab (2015) 21(5):739–46. 10.1016/j.cmet.2015.04.004 [DOI] [PubMed] [Google Scholar]
- 7. Huang PL. A comprehensive definition for metabolic syndrome. Dis Models Mechanisms (2009) 2(5–6):231–7. 10.1242/dmm.001180 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. European Association for the Study of the Liver (EASL) European Association for the Study of Diabetes (EASD), European Association for the Study of Obesity (EASO). EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol (2016) 64(6):1388–402. 10.1016/j.jhep.2015.11.004 [DOI] [PubMed] [Google Scholar]
- 9. Hardy T, Oakley F, Anstee QM, Day CP. Nonalcoholic Fatty Liver Disease: Pathogenesis and Disease Spectrum. Annu Rev Pathol (2016) 11:451–96. 10.1146/annurev-pathol-012615-044224 [DOI] [PubMed] [Google Scholar]
- 10. Diehl AM, Day C. Cause, Pathogenesis, and Treatment of Nonalcoholic Steatohepatitis. New Engl J Med (2017) 377(21):2063–72. 10.1056/NEJMra1503519 [DOI] [PubMed] [Google Scholar]
- 11. Satapathy SK, Sanyal AJ. Epidemiology and Natural History of Nonalcoholic Fatty Liver Disease. Semin Liver Dis (2015) 35(3):221–35. 10.1055/s-0035-1562943 [DOI] [PubMed] [Google Scholar]
- 12. Younossi ZM, Koenig AB, Abdelatif D, Fazel Y, Henry L, Wymer M. Global epidemiology of nonalcoholic fatty liver disease-Meta-analytic assessment of prevalence, incidence, and outcomes. Hepatol (Baltimore Md) (2016) 64(1):73–84. 10.1002/hep.28431 [DOI] [PubMed] [Google Scholar]
- 13. Francque S, Vonghia L. Pharmacological Treatment for Non-alcoholic Fatty Liver Disease. Adv Ther (2019) 36(5):1052–74. 10.1007/s12325-019-00898-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Chalasani N, Younossi Z, Lavine JE, Charlton M, Cusi K, Rinella M, et al. The diagnosis and management of nonalcoholic fatty liver disease: practice guidance from the American Association for the Study of Liver Diseases. Hepatology (2018) 67(1):328–57. 10.1002/hep.29367 [DOI] [PubMed] [Google Scholar]
- 15. Willebrords J, Pereira IVA, Maes M, Crespo Yanguas S, Colle I, van den Bossche B, et al. Strategies, models and biomarkers in experimental non-alcoholic fatty liver disease research. Prog Lipid Res (2015) 59:106–25. 10.1016/j.plipres.2015.05.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Ueno T, Komatsu M. Autophagy in the liver: functions in health and disease. Nat Rev Gastroenterol Hepatol (2017) 14(3):170–84. 10.1038/nrgastro.2016.185 [DOI] [PubMed] [Google Scholar]
- 17. Schulze RJ, McNiven MA. Lipid droplet formation and lipophagy in fatty liver disease. Semin Liver Dis (2019) 39(3):283–90. 10.1055/s-0039-1685524 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Kounakis K, Chaniotakis M, Markaki M, Tavernarakis N. Emerging roles of lipophagy in health and disease. Front Cell Dev Biol (2019) 7:185. 10.3389/fcell.2019.00185 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Iozzo P, Turpeinen AK, Takala T, Oikonen V, Bergman J, Grönroos T, et al. Defective liver disposal of free fatty acids in patients with impaired glucose tolerance. J Clin Endocrinol Metab (2004) 89(7):3496–502. 10.1210/jc.2003-031142 [DOI] [PubMed] [Google Scholar]
- 20. He J, Lee JH, Febbraio M, Xie W. The emerging roles of fatty acid translocase/CD36 and the aryl hydrocarbon receptor in fatty liver disease. Exp Biol Med (Maywood NJ) (2011) 236(10):1116–21. 10.1258/ebm.2011.011128 [DOI] [PubMed] [Google Scholar]
- 21. Sanyal AJ, Campbell-Sargent C, Mirshahi F, Rizzo WB, Contos MJ, Sterling RK, et al. Nonalcoholic steatohepatitis: association of insulin resistance and mitochondrial abnormalities. Gastroenterology (2001) 120(5):1183–92. 10.1053/gast.2001.23256 [DOI] [PubMed] [Google Scholar]
- 22. Korenblat KM, Fabbrini E, Mohammed BS, Klein S. Liver, muscle, and adipose tissue insulin action is directly related to intrahepatic triglyceride content in obese subjects. Gastroenterology (2008) 134(5):1369–75. 10.1053/j.gastro.2008.01.075 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Fabbrini E, Mohammed BS, Magkos F, Korenblat KM, Patterson BW, Klein S. Alterations in adipose tissue and hepatic lipid kinetics in obese men and women with nonalcoholic fatty liver disease. Gastroenterology (2008) 134(2):242–31. 10.1053/j.gastro.2007.11.038 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Lomonaco R, Ortiz-Lopez C, Orsak B, Webb A, Hardies J, Darland C, et al. Effect of adipose tissue insulin resistance on metabolic parameters and liver histology in obese patients with nonalcoholic fatty liver disease. Hepatol (Baltimore Md) (2012) 55(5):1389–97. 10.1002/hep.25539 [DOI] [PubMed] [Google Scholar]
- 25. Barrows BR, Parks EJ. Contributions of different fatty acid sources to very low-density lipoprotein-triacylglycerol in the fasted and fed states. J Clin Endocrinol Metab (2006) 91(4):1446–52. 10.1210/jc.2005-1709 [DOI] [PubMed] [Google Scholar]
- 26. Donnelly KL, Smith CI, Schwarzenberg SJ, Jessurun J, Boldt MD, Parks EJ. Sources of fatty acids stored in liver and secreted via lipoproteins in patients with nonalcoholic fatty liver disease. J Clin Investigat (2005) 115(5):1343–51. 10.1172/JCI23621 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Polyzos SA, Perakakis N, Mantzoros CS. Fatty liver in lipodystrophy: A review with a focus on therapeutic perspectives of adiponectin and/or leptin replacement. Metabol: Clin Experiment (2019) 96:66–82. 10.1016/j.metabol.2019.05.001 [DOI] [PubMed] [Google Scholar]
- 28. du Plessis J, van Pelt J, Korf H, Mathieu C, van der Schueren B, Lannoo M, et al. Association of Adipose Tissue Inflammation With Histologic Severity of Nonalcoholic Fatty Liver Disease. Gastroenterology (2015) 149(3):635–48. 10.1053/j.gastro.2015.05.044 [DOI] [PubMed] [Google Scholar]
- 29. Duval C, Thissen U, Keshtkar S, Accart B, Stienstra R, van Boekschoten M, et al. Adipose tissue dysfunction signals progression of hepatic steatosis towards nonalcoholic steatohepatitis in C57BL/6 mice. Diabetes (2010) 59(12):3181–91. 10.2337/db10-0224 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Patsouris D, Li PP, Thapar D, Chapman J, Olefsky JM, Neels JG. Ablation of CD11c-positive cells normalizes insulin sensitivity in obese insulin resistant animals. Cell Metab (2008) 8(4):301–9. 10.1016/j.cmet.2008.08.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Weisberg SP, Hunter D, Huber R, Lemieux J, Slaymaker S, Vaddi K, et al. CCR2 modulates inflammatory and metabolic effects of high-fat feeding. J Clin Investigat (2006) 116(1):115–24. 10.1172/JCI24335 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Cimini FA, Barchetta I, Ciccarelli G, Leonetti F, Silecchia G, Chiapetta C, et al. Adipose tissue remodelling in obese subjects is a determinant of presence and severity of fatty liver disease. Diabetes Metab Res Rev (2020) 37(1):e3358. 10.1002/dmrr.3358 [DOI] [PubMed] [Google Scholar]
- 33. Bugianesi E, Pagotto U, Manini R, Vanni E, Gastaldelli A, de Iasio R, et al. Plasma adiponectin in nonalcoholic fatty liver is related to hepatic insulin resistance and hepatic fat content, not to liver disease severity. J Clin Endocrinol Metab (2005) 90(6):3498–504. 10.1210/jc.2004-2240 [DOI] [PubMed] [Google Scholar]
- 34. Tomas E, Tsao TS, Saha AK, Murrey HE, Cc ZCc, SI I, et al. Enhanced muscle fat oxidation and glucose transport by ACRP30 globular domain: acetyl-CoA carboxylase inhibition and AMP-activated protein kinase activation. Proc Natl Acad Sci United States America (2002) 99(25):16309–13. 10.1073/pnas.222657499 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Xu A, Wang Y, Keshaw H, Xu LY, Lam KS, Cooper GJ. The fat-derived hormone adiponectin alleviates alcoholic and nonalcoholic fatty liver diseases in mice. J Clin Investigat (2003) 112(1):91–100. 10.1172/JCI200317797 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Weisberg SP, McCann D, Desai M, Rosenbaum M, Leibel RL, Ferrante AW., Jr. Obesity is associated with macrophage accumulation in adipose tissue. J Clin Investigat (2003) 112(12):1796–808. 10.1172/JCI200319246 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Zoico E, Garbin U, Olioso D, Mazzali G, Fratta Pasini AM, Di Francesco V, et al. The effects of adiponectin on interleukin-6 and MCP-1 secretion in lipopolysaccharide-treated 3T3-L1 adipocytes: role of the NF-kappaB pathway. Int J Mol Med (2009) 24(6):847–51. 10.3892/ijmm_00000302 [DOI] [PubMed] [Google Scholar]
- 38. Smith GI, Shankaran M, Yoshino M, Schweitzer GG, Chondronikola M, Beals JW, et al. Insulin resistance drives hepatic de novo lipogenesis in nonalcoholic fatty liver disease. J Clin Investigat (2020) 130(3):1453–60. 10.1172/JCI134165 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Tanoli T, Yue P, Yablonskiy D, Schonfeld G. Fatty liver in familial hypobetalipoproteinemia: roles of the APOB defects, intra-abdominal adipose tissue, and insulin sensitivity. J Lipid Res (2004) 45(5):941–7. 10.1194/jlr.M300508-JLR200 [DOI] [PubMed] [Google Scholar]
- 40. Berriot-Varoqueaux N, Aggerbeck LP, Samson-Bouma M, Wetterau JR. The role of the microsomal triglygeride transfer protein in abetalipoproteinemia. Annu Rev Nutrition (2000) 20:663–97. 10.1146/annurev.nutr.20.1.663 [DOI] [PubMed] [Google Scholar]
- 41. Phung TL, Roncone A, Jensen KL, Sparks CE, Sparks JD. Phosphoinositide 3-kinase activity is necessary for insulin-dependent inhibition of apolipoprotein B secretion by rat hepatocytes and localizes to the endoplasmic reticulum. J Biol Chem (1997) 272(49):30693–702. 10.1074/jbc.272.49.30693 [DOI] [PubMed] [Google Scholar]
- 42. Durrington PN, Newton RS, Weinstein DB, Steinberg D. Effects of insulin and glucose on very low density lipoprotein triglyceride secretion by cultured rat hepatocytes. J Clin Investigat (1982) 70(1):63–73. 10.1172/JCI110604 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Cherkaoui-Malki M, Surapureddi S, El-Hajj HI, Vamecq J, Andreoletti P. Hepatic steatosis and peroxisomal fatty acid beta-oxidation. Curr Drug Metab (2012) 13(10):1412–21. 10.2174/138920012803762765 [DOI] [PubMed] [Google Scholar]
- 44. Ramsay RR, Gandour RD, van der Leij FR. Molecular enzymology of carnitine transfer and transport. Biochim Biophys Acta (2001) 1546(1):21–43. 10.1016/S0167-4838(01)00147-9 [DOI] [PubMed] [Google Scholar]
- 45. Rinaldo P, Matern D, Bennett MJ. Fatty acid oxidation disorders. Annu Rev Physiol (2002) 64:477–502. 10.1146/annurev.physiol.64.082201.154705 [DOI] [PubMed] [Google Scholar]
- 46. Grefhorst A, Hoekstra J, Derks TG, Ouwens DM, Baller JF, Havinga R, et al. Acute hepatic steatosis in mice by blocking beta-oxidation does not reduce insulin sensitivity of very-low-density lipoprotein production. Am J Physiol Gastrointest Liver Physiol (2005) 289(3):G592–8. 10.1152/ajpgi.00063.2005 [DOI] [PubMed] [Google Scholar]
- 47. Bandsma RHJ, van Dijk TH, ter HAtA, Kok T, Reijngoud D-J, Staels B, et al. Hepatic de novo synthesis of glucose 6-phosphate is not affected in peroxisome proliferator-activated receptor alpha-deficient mice but is preferentially directed toward hepatic glycogen stores after a short term fast. J Biol Chem (2004) 279(10):8930–7. 10.1074/jbc.M310067200 [DOI] [PubMed] [Google Scholar]
- 48. Guerre-Millo M, Rouault C, Poulain P, André J, Poitout V, Peters JM, et al. PPAR-alpha-null mice are protected from high-fat diet-induced insulin resistance. Diabetes (2001) 50(12):2809–14. 10.2337/diabetes.50.12.2809 [DOI] [PubMed] [Google Scholar]
- 49. Saudubray JM, Martin D, de Lonlay P, Touati G, Poggi-Travert F, Bonnet D, et al. Recognition and management of fatty acid oxidation defects: a series of 107 patients. J Inherited Metab Dis (1999) 22(4):488–502. 10.1023/A:1005556207210 [DOI] [PubMed] [Google Scholar]
- 50. Ktistakis NT. In praise of M. Anselmier who first used the term ‘autophagie’ in 1859. Autophagy (2017) 13(12):2015–7. 10.1080/15548627.2017.1367473 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Sabatini DD, Adesnik M. Christian de Duve: Explorer of the cell who discovered new organelles by using a centrifuge. Proc Natl Acad Sci United States America (2013) 110(33):13234–5. 10.1073/pnas.1312084110 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Mizushima N, Komatsu M. Autophagy: renovation of cells and tissues. Cell (2011) 147(4):728–41. 10.1016/j.cell.2011.10.026 [DOI] [PubMed] [Google Scholar]
- 53. Meijer AJ, Codogno P. Regulation and role of autophagy in mammalian cells. Int J Biochem Cell Biol (2004) 36(12):2445–62. 10.1016/j.biocel.2004.02.002 [DOI] [PubMed] [Google Scholar]
- 54. Rubinsztein DC, Shpilka T, Elazar Z. Mechanisms of autophagosome biogenesis. Curr Biol (2012) 22(1):R29–34. 10.1016/j.cub.2011.11.034 [DOI] [PubMed] [Google Scholar]
- 55. Wang K. Autophagy and apoptosis in liver injury. Cell Cycle (Georgetown Tex) (2015) 14(11):1631–42. 10.1080/15384101.2015.1038685 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Kissing S, Saftig P, Haas A. Vacuolar ATPase in phago(lyso)some biology. Int J Med Microbiol (2018) 308(1):58–67. 10.1016/j.ijmm.2017.08.007 [DOI] [PubMed] [Google Scholar]
- 57. Young ARJ, Chan EYW, Hu XW, Köchl R, Crawshaw SG, High S, et al. Starvation and ULK1-dependent cycling of mammalian Atg9 between the TGN and endosomes. J Cell Sci (2006) 119(Pt 18):3888–900. 10.1242/jcs.03172 [DOI] [PubMed] [Google Scholar]
- 58. Mizushima N, Sugita H, Yoshimori T, Ohsumi Y. A new protein conjugation system in human. The counterpart of the yeast Apg12p conjugation system essential for autophagy. J Biol Chem (1998) 273(51):33889–92. 10.1074/jbc.273.51.33889 [DOI] [PubMed] [Google Scholar]
- 59. Mizushima N, Kuma A, Kobayashi Y, Yamamoto A, Matsubae M, Takao T, et al. Mouse Apg16L, a novel WD-repeat protein, targets to the autophagic isolation membrane with the Apg12-Apg5 conjugate. J Cell Sci (2003) 116(Pt 9):1679–88. 10.1242/jcs.00381 [DOI] [PubMed] [Google Scholar]
- 60. Tanida I, Sou Y, Ezaki J, Minematsu-Ikeguchi N, Ueno T, Kominami E. HsAtg4B/HsApg4B/autophagin-1 cleaves the carboxyl termini of three human Atg8 homologues and delipidates microtubule-associated protein light chain 3- and GABAA receptor-associated protein-phospholipid conjugates. J Biol Chem (2004) 279(35):36268–76. 10.1074/jbc.M401461200 [DOI] [PubMed] [Google Scholar]
- 61. Tanida I, Ueno T, Kominami E. LC3 conjugation system in mammalian autophagy. Int J Biochem Cell Biol (2004) 36(12):2503–18. 10.1016/j.biocel.2004.05.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Kabeya Y, Mizushima N, Ueno T, Yamamoto A, Kirisako T, Noda T, et al. LC3, a mammalian homologue of yeast Apg8p, is localized in autophagosome membranes after processing. EMBO J (2000) 19(21):5720–8. 10.1093/emboj/19.21.5720 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63. Klionsky DJ, Abeliovich H, Agostinis P, Agrawal DK, Aliev G, Askew DS, et al. Guidelines for the use and interpretation of assays for monitoring autophagy in higher eukaryotes. Autophagy (2008) 4(2):151–75. 10.4161/auto.5338 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Walker SA, Ktistakis NT. Autophagosome Biogenesis Machinery. J Mol Biol (2020) 432(8):2449–24612. 10.1016/j.jmb.2019.10.027 [DOI] [PubMed] [Google Scholar]
- 65. Leprivier G, Rotblat B. How does mTOR sense glucose starvation? AMPK is the usual suspect. Cell Death Discovery (2020) 6:27. 10.1038/s41420-020-0260-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Carotti S, Aquilano K, Zalfa F, Ruggiero S, Valentini F, Zingariello M, et al. Lipophagy Impairment Is Associated With Disease Progression in NAFLD. Front Physiol (2020) 11:850. 10.3389/fphys.2020.00850 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67. Fukushima H, Yamashina S, Arakawa A, Taniguchi G, Aoyama T, Uchiyama A, et al. Formation of p62-positive inclusion body is associated with macrophage polarization in non-alcoholic fatty liver disease. Hepatol Res (2018) 48(9):757–67. 10.1111/hepr.13071 [DOI] [PubMed] [Google Scholar]
- 68. Patrick AD, Lake BD. Deficiency of an acid lipase in Wolman’s disease. Nature (1969) 222(5198):1067–8. 10.1038/2221067a0 [DOI] [PubMed] [Google Scholar]
- 69. Gross DA, Silver DL. Cytosolic lipid droplets: from mechanisms of fat storage to disease. Crit Rev Biochem Mol Biol (2014) 49(4):304–26. 10.3109/10409238.2014.931337 [DOI] [PubMed] [Google Scholar]
- 70. Gross DA, Zhan C, Silver DL. Direct binding of triglyceride to fat storage-inducing transmembrane proteins 1 and 2 is important for lipid droplet formation. Proc Natl Acad Sci United States America (2011) 108(49):19581–6. 10.1073/pnas.1110817108 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Walther TC, Farese RV. Lipid droplets and cellular lipid metabolism. Annu Rev Biochem (2012) 81:687–714. 10.1146/annurev-biochem-061009-102430 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72. Young SG, Zechner R. Biochemistry and pathophysiology of intravascular and intracellular lipolysis. Genes Dev (2013) 27(5):459–84. 10.1101/gad.209296.112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73. Itabe H, Yamaguchi T, Nimura S, Sasabe N. Perilipins: a diversity of intracellular lipid droplet proteins. Lipids Health Dis (2017) 16(1):83. 10.1186/s12944-017-0473-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74. McManaman JL, Bales ES, Orlicky DJ, Jackman M, MacLean PS, Cain S, et al. Perilipin-2-null mice are protected against diet-induced obesity, adipose inflammation, and fatty liver disease. J Lipid Res (2013) 54(5):1346–59. 10.1194/jlr.M035063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75. Sztalryd C, Brasaemle DL. The perilipin family of lipid droplet proteins: Gatekeepers of intracellular lipolysis. Biochim Biophys Acta Mol Cell Biol Lipids (2017) 1862(10 Pt B):1221–32. 10.1016/j.bbalip.2017.07.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76. Zhang E, Cui W, Lopresti M, Mashek MT, Najt CP, Hu H, et al. Hepatic PLIN5 signals via SIRT1 to promote autophagy and prevent inflammation during fasting. J Lipid Res (2020) 61(3):338–50. 10.1194/jlr.RA119000336 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77. Ye J, Li JZ, Liu Y, Li X, Yang T, Ma X, et al. Cideb, an ER- and lipid droplet-associated protein, mediates VLDL lipidation and maturation by interacting with apolipoprotein B. Cell Metab (2009) 9(2):177–90. 10.1016/j.cmet.2008.12.013 [DOI] [PubMed] [Google Scholar]
- 78. Li JZ, Ye J, Xue B, Qi J, Zhang J, Zhou Z, et al. Cideb regulates diet-induced obesity, liver steatosis, and insulin sensitivity by controlling lipogenesis and fatty acid oxidation. Diabetes (2007) 56(10):2523–32. 10.2337/db07-0040 [DOI] [PubMed] [Google Scholar]
- 79. Cui W, Sathyanarayan A, Lopresti M, Aghajan M, Chen C, Mashek DG. Lipophagy-derived fatty acids undergo extracellular efflux via lysosomal exocytosis. Autophagy (2020) 1–16. 10.1080/15548627.2020.1728097 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80. Gluchowski NL, Becuwe M, Walther TC, Farese RV. Lipid droplets and liver disease: from basic biology to clinical implications. Nat Rev Gastroenterol Hepatol (2017) 14(6):343–55. 10.1038/nrgastro.2017.32 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81. Martinez-Lopez N, Singh R. Autophagy and Lipid Droplets in Liver. Annu Rev Nutrition (2015) 35:215–37. 10.1146/annurev-nutr-071813-105336 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82. Schulze RJ, Drižytė K, Casey CA, McNiven MA. Hepatic Lipophagy: New Insights into Autophagic Catabolism of Lipid Droplets in the Liver. Hepatol Commun (2017) 1(5):359–69. 10.1002/hep4.1056 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83. Zechner R, Madeo F, Kratky D. Cytosolic lipolysis and lipophagy: two sides of the same coin. Nat Rev Mol Cell Biol (2017) 18(11):671–84. 10.1038/nrm.2017.76 [DOI] [PubMed] [Google Scholar]
- 84. Lin Y-C, Chang P-F, Lin H-F, Liu K, Chang M-H, Ni Y-H. Variants in the autophagy-related gene IRGM confer susceptibility to non-alcoholic fatty liver disease by modulating lipophagy. J Hepatol (2016) 65(6):1209–16. 10.1016/j.jhep.2016.06.029 [DOI] [PubMed] [Google Scholar]
- 85. Chan DFY, Li AM, Chu WCW, Chan MHM, Wong EMC, Liu EKH, et al. Hepatic steatosis in obese Chinese children. Int J Obes Related Metab Disord (2004) 28(10):1257–63. 10.1038/sj.ijo.0802734 [DOI] [PubMed] [Google Scholar]
- 86. Tanaka S, Hikita H, Tatsumi T, Sakamori R, Nozaki Y, Sakane S, et al. Rubicon inhibits autophagy and accelerates hepatocyte apoptosis and lipid accumulation in nonalcoholic fatty liver disease in mice. Hepatol (Baltimore Md) (2016) 64(6):1994–2014. 10.1002/hep.28820 [DOI] [PubMed] [Google Scholar]
- 87. Li Y, Yang P, Zhao L, Chen Y, Zhang X, Zeng S, et al. CD36 plays a negative role in the regulation of lipophagy in hepatocytes through an AMPK-dependent pathway. J Lipid Res (2019) 60(4):844–55. 10.1194/jlr.M090969 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88. Ma D, Molusky MM, Song J, Hu C-R, Fang F, Rui C, et al. Autophagy deficiency by hepatic FIP200 deletion uncouples steatosis from liver injury in NAFLD. Mol Endocrinol (Baltimore Md) (2013) 27(10):1643–54. 10.1210/me.2013-1153 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89. Lee S, Kim S, Hwang S, Cherrington NJ, Ryu D-Y. Dysregulated expression of proteins associated with ER stress, autophagy and apoptosis in tissues from nonalcoholic fatty liver disease. Oncotarget (2017) 8(38):63370–81. 10.18632/oncotarget.18812 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90. Fukuo Y, Yamashina S, Sonoue H, Arakawa A, Nakadera E, Aoyama T, et al. Abnormality of autophagic function and cathepsin expression in the liver from patients with non-alcoholic fatty liver disease. Hepatol Res (2014) 44(9):1026–36. 10.1111/hepr.12282 [DOI] [PubMed] [Google Scholar]
- 91. Liao X, Song L, Zhang L, Wang H, Tong Q, Xu J, et al. LAMP3 regulates hepatic lipid metabolism through activating PI3K/Akt pathway. Mol Cell Endocrinol (2018) 470:160–7. 10.1016/j.mce.2017.10.010 [DOI] [PubMed] [Google Scholar]
- 92. Ma SY, Sun KS, Zhang M, Zhou X, Zheng XH, Tian SY, et al. Disruption of Plin5 degradation by CMA causes lipid homeostasis imbalance in NAFLD. Liver Int (2020) 40(10):2427–38. 10.1111/liv.14492 [DOI] [PubMed] [Google Scholar]
- 93. Jansen JC, Cirak S, van Scherpenzeel M, Timal S, Reunert J, Rust S, et al. CCDC115 Deficiency Causes a Disorder of Golgi Homeostasis with Abnormal Protein Glycosylation. Am J Hum Genet (2016) 98(2):310–21. 10.1016/j.ajhg.2015.12.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94. Rujano MA, Cannata Serio M, Panasyuk G, Péanne R, Reunert J, Rymen D, et al. Mutations in the X-linked ATP6AP2 cause a glycosylation disorder with autophagic defects. J Exp Med (2017) 214(12):3707–29. 10.1084/jem.20170453 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95. Jansen EJR, Timal S, Ryan M, Ashikov A, van Scherpenzeel M, Graham LA, et al. ATP6AP1 deficiency causes an immunodeficiency with hepatopathy, cognitive impairment and abnormal protein glycosylation. Nat Commun (2016) 7:11600. 10.1038/ncomms11600 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96. Cannata Serio M, Graham LA, Ashikov A, Larsen LE, Raymond K, Timal S, et al. sMutations in the V-ATPase assembly factor VMA21 cause a congenital disorder of glycosylation with autophagic liver disease. Hepatol (Baltimore Md) (2020). 10.1002/hep.31218 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97. Zubiete-Franco I, García-Rodríguez JL, Martínez-Uña M, Martínez-Lopez N, Woodhoo A, Juan VG-D, et al. Methionine and S-adenosylmethionine levels are critical regulators of PP2A activity modulating lipophagy during steatosis. J Hepatol (2016) 64(2):409–18. 10.1016/j.jhep.2015.08.037 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98. Singh R, Kaushik S, Wang Y, Xiang Y, Novak I, Komatsu M, et al. Autophagy regulates lipid metabolism. Nature (2009) 458(7242):1131–5. 10.1038/nature07976 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99. Liu H-Y, Han J, Cao SY, Hong T, Zhuo D, Shi J, et al. Hepatic autophagy is suppressed in the presence of insulin resistance and hyperinsulinemia: inhibition of FoxO1-dependent expression of key autophagy genes by insulin. J Biol Chem (2009) 284(45):31484–92. 10.1074/jbc.M109.033936 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100. Yang L, Li P, Fu S, Calay ES, Hotamisligil GS. Defective hepatic autophagy in obesity promotes ER stress and causes insulin resistance. Cell Metab (2010) 11(6):467–78. 10.1016/j.cmet.2010.04.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101. Xiong X, Tao R, DePinho RA, Dong XC. The autophagy-related gene 14 (Atg14) is regulated by forkhead box O transcription factors and circadian rhythms and plays a critical role in hepatic autophagy and lipid metabolism. J Biol Chem (2012) 287(46):39107–14. 10.1074/jbc.M112.412569 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102. Hur JH, Park S-Y, Dall’Armi C, Lee JS, di Paolo G, Lee H-Y, et al. Phospholipase D1 deficiency in mice causes nonalcoholic fatty liver disease via an autophagy defect. Sci Rep (2016) 6:39170. 10.1038/srep39170 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103. Kurahashi T, Hamashima S, Shirato T, Lee J, Homma T, Kang ES, et al. An SOD1 deficiency enhances lipid droplet accumulation in the fasted mouse liver by aborting lipophagy. Biochem Biophys Res Commun (2015) 467(4):866–71. 10.1016/j.bbrc.2015.10.052 [DOI] [PubMed] [Google Scholar]
- 104. Wang C, Niederstrasser H, Douglas PM, Lin R, Jaramillo J, Li Y, et al. Small-molecule TFEB pathway agonists that ameliorate metabolic syndrome in mice and extend C. elegans lifespan. Nat Commun (2017) 8(1):2270. 10.1038/s41467-017-02332-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105. Lim H, Lim Y-M, Kim KH, Jeon YE, Park K, Kim J, et al. A novel autophagy enhancer as a therapeutic agent against metabolic syndrome and diabetes. Nat Commun (2018) 9(1):1438. 10.1038/s41467-018-03939-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106. Kim SH, Kim G, Han DH, Lee M, Kim I, Kim B, et al. Ezetimibe ameliorates steatohepatitis via AMP activated protein kinase-TFEB-mediated activation of autophagy and NLRP3 inflammasome inhibition. Autophagy (2017) 13(10):1767–81. 10.1080/15548627.2017.1356977 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107. Liu C, Liu L, Zhu H-D, Sheng J-Q, Wu X-L, He X-X, et al. Celecoxib alleviates nonalcoholic fatty liver disease by restoring autophagic flux. Sci Rep (2018) 8(1):4108. 10.1038/s41598-018-22339-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108. Chen J, Liu D, Bai Q, Song J, Guan J, Gao J, et al. Celecoxib attenuates liver steatosis and inflammation in non-alcoholic steatohepatitis induced by high-fat diet in rats. Mol Med Rep (2011) 4(5):811–6. 10.3892/mmr.2011.501 [DOI] [PubMed] [Google Scholar]
- 109. Yoon MS, Du G, Backer JM, Frohman MA, Chen J. Class III PI-3-kinase activates phospholipase D in an amino acid-sensing mTORC1 pathway. J Cell Biol (2011) 195(3):435–47. 10.1083/jcb.201107033 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110. Rusten TE, Stenmark H. p62, an autophagy hero or culprit? Nat Cell Biol (2010) 12(3):207–9. 10.1038/ncb0310-207 [DOI] [PubMed] [Google Scholar]
- 111. Sinha RA, Farah BL, Singh BK, Siddique MM, Li Y, Wu Y, et al. Caffeine stimulates hepatic lipid metabolism by the autophagy-lysosomal pathway in mice. Hepatol (Baltimore Md) (2014) 59(4):1366–80. 10.1002/hep.26667 [DOI] [PubMed] [Google Scholar]
- 112. Liu C, Liao J-Z, Li P-Y. Traditional Chinese herbal extracts inducing autophagy as a novel approach in therapy of nonalcoholic fatty liver disease. World J Gastroenterol (2017) 23(11):1964–73. 10.3748/wjg.v23.i11.1964 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113. Liu M, Xu L, Yin L, Qi Y, Xu Y, Han X, et al. Potent effects of dioscin against obesity in mice. Sci Rep (2015) 5:7973. 10.1038/srep12183 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 114. Chen C, Liu Q, Liu L, Hu Y-Y, Feng Q. Potential Biological Effects of (-)-Epigallocatechin-3-gallate on the Treatment of Nonalcoholic Fatty Liver Disease. Mol Nutr Food Res (2018) 62(1):1700483. 10.1002/mnfr.201700483 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115. Zhu X, Xiong T, Liu P, Guo X, Xiao L, Zhou F, et al. Quercetin ameliorates HFD-induced NAFLD by promoting hepatic VLDL assembly and lipophagy via the IRE1a/XBP1s pathway. Food Chem Toxicol (2018) 114:52–60. 10.1016/j.fct.2018.02.019 [DOI] [PubMed] [Google Scholar]
- 116. DeBosch BJ, Heitmeier MR, Mayer AL, Higgins CB, Crowley JR, Kraft TE, et al. Trehalose inhibits solute carrier 2A (SLC2A) proteins to induce autophagy and prevent hepatic steatosis. Sci Signaling (2016) 9(416):ra21. 10.1126/scisignal.aac5472 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117. Pi H, Liu M, Xi Y, Chen M, Tian L, Xie J, et al. Long-term exercise prevents hepatic steatosis: a novel role of FABP1 in regulation of autophagy-lysosomal machinery. FASEB J (2019) 33(11):11870–83. 10.1096/fj.201900812R [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118. Bagherniya M, Butler AE, Barreto GE, Sahebkar A. The effect of fasting or calorie restriction on autophagy induction: A review of the literature. Ageing Res Rev (2018) 47:183–97. 10.1016/j.arr.2018.08.004 [DOI] [PubMed] [Google Scholar]
- 119. Martinez-Lopez N, Tarabra E, Toledo M, Garcia-Macia M, Sahu S, Coletto L, et al. System-wide Benefits of Intermeal Fasting by Autophagy. Cell Metab (2017) 26(6):856–71. 10.1016/j.cmet.2017.09.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120. Madeo F, Carmona-Gutierrez D, Hofer SJ, Kroemer G. Caloric Restriction Mimetics against Age-Associated Disease: Targets, Mechanisms, and Therapeutic Potential. Cell Metab (2019) 29(3):592–610. 10.1016/j.cmet.2019.01.018 [DOI] [PubMed] [Google Scholar]
- 121. Lin C-W, Zhang H, Li M, Xiong X, Chen X, Chen X, et al. Pharmacological promotion of autophagy alleviates steatosis and injury in alcoholic and non-alcoholic fatty liver conditions in mice. J Hepatol (2013) 58(5):993–9. 10.1016/j.jhep.2013.01.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122. Sinha RA, You S-H, Zhou J, Siddique MM, Bay B-H, Zhu X, et al. Thyroid hormone stimulates hepatic lipid catabolism via activation of autophagy. J Clin Investigat (2012) 122(7):2428–38. 10.1172/JCI60580 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 123. Yan H, Gao Y, Zhang Y. Inhibition of JNK suppresses autophagy and attenuates insulin resistance in a rat model of nonalcoholic fatty liver disease. Mol Med Rep (2017) 15(1):180–6. 10.3892/mmr.2016.5966 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124. Song H, Chu Q, Yan F, Yang Y, Han W, Zheng X. Red pitaya betacyanins protects from diet-induced obesity, liver steatosis and insulin resistance in association with modulation of gut microbiota in mice. J Gastroenterol Hepatol (2016) 31(8):1462–9. 10.1111/jgh.13278 [DOI] [PubMed] [Google Scholar]
- 125. Chu Q, Zhang S, Chen M, Han W, Jia R, Chen W, et al. Cherry Anthocyanins Regulate NAFLD by Promoting Autophagy Pathway. Oxid Med Cell Longev (2019) 2019:4825949. 10.1155/2019/4825949 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 126. Allaire M, Rautou P-E, Codogno P, Lotersztajn S. Autophagy in liver diseases: Time for translation? J Hepatol (2019) 70(5):985–98. 10.1016/j.jhep.2019.01.026 [DOI] [PubMed] [Google Scholar]
- 127. Kwanten WJ, Martinet W, Michielsen PP, Francque SM. Role of autophagy in the pathophysiology of nonalcoholic fatty liver disease: a controversial issue. World J Gastroenterol (2014) 20(23):7325–38. 10.3748/wjg.v20.i23.7325 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128. Yu S, Wang Z, Ding L, Yang L. The regulation of TFEB in lipid homeostasis of non-alcoholic fatty liver disease: Molecular mechanism and promising therapeutic targets. Life Sci (2020) 246:117418. 10.1016/j.lfs.2020.117418 [DOI] [PubMed] [Google Scholar]
- 129. Nakade Y, Murotani K, Inoue T, Kobayashi Y, Yamamoto T, Ishii N, et al. Ezetimibe for the treatment of non-alcoholic fatty liver disease: A meta-analysis. Hepatol Res (2017) 47(13):1417–28. 10.1111/hepr.12887 [DOI] [PubMed] [Google Scholar]