Abstract
Metabolic cardiomyopathy is an emerging cause of heart failure in patients with obesity, insulin resistance, and diabetes. It is characterized by impaired myocardial metabolic flexibility, intramyocardial triglyceride accumulation, and lipotoxic damage in association with structural and functional alterations of the heart, unrelated to hypertension, coronary artery disease, and other cardiovascular diseases. Oxidative stress plays an important role in the development and progression of metabolic cardiomyopathy. Mitochondria are the most significant sources of reactive oxygen species (ROS) in cardiomyocytes. Disturbances in myocardial substrate metabolism induce mitochondrial adaptation and dysfunction, manifested as a mismatch between mitochondrial fatty acid oxidation and the electron transport chain (ETC) activity, which facilitates ROS production within the ETC components. In addition, non-ETC sources of mitochondrial ROS, such as β-oxidation of fatty acids, may also produce a considerable quantity of ROS in metabolic cardiomyopathy. Augmented ROS production in cardiomyocytes can induce a variety of effects, including the programming of myocardial energy substrate metabolism, modulation of metabolic inflammation, redox modification of ion channels and transporters, and cardiomyocyte apoptosis, ultimately leading to the structural and functional alterations of the heart. Based on the above mechanistic views, the present review summarizes the current understanding of the mechanisms underlying metabolic cardiomyopathy, focusing on the role of oxidative stress.
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Introduction
Obesity represents a major health challenge worldwide due to its escalating prevalence and associated clusters of cardio-metabolic diseases that reduce life quality and expectancy. It is estimated that by 2040, approximately 500 million individuals will be overweight and insulin resistant, and 642 million individuals will develop type 2 diabetes mellitus [1]. Obesity, insulin resistance, and diabetes can inflict numerous harmful effects on the heart. Accumulating evidence demonstrates that people with these conditions are at a higher risk of developing a metabolic cardiomyopathy phenotype, which has become an emerging cause of cardiac dysfunction and heart failure in these individuals [2,3,4]. Metabolic cardiomyopathy represents a chronic metabolic disorder characterized by an intramyocardial accumulation of triglycerides (TGs) and lipotoxic damage in association with structural and functional alterations of the heart, which occur independent of the presence of coronary artery disease, valvular heart disease, hypertension, and other cardiovascular diseases [5, 6]. Of note, the cardiac pathological phenotype of metabolic cardiomyopathy can be manifested as either heart failure with preserved ejection fraction (HFpEF) or heart failure with reduced ejection fraction (HFrEF) [7, 8]. Diabetes-related and obesity-related cardiomyopathies are the most studied subtypes of metabolic cardiomyopathy [9]. Diabetic cardiomyopathy was first reported in postmortem pathological findings in 1972 [10] and further confirmed in a 1974 Framingham Heart Study [11]. It is defined by abnormal myocardial structure and function, beyond that elicited by ischemia or hypertension [12, 13]. Diabetic cardiomyopathy is marked by lipid deposition in cardiomyocytes, reactivation of fetal genes, and left ventricular hypertrophy, which synergistically induce contractile dysfunction [14]. People with obesity, dyslipidemia, and insulin resistance are prone to develop a similar type of cardiomyopathy even in the absence of diabetes, which is often referred to as obesity-related cardiomyopathy [9, 15]. Considering that dysregulated metabolism is the key player in the etiology of these cardiomyopathies and diabetes, insulin resistance, and obesity are frequently overlapped, we group these cardiomyopathies together and collectively refer to them as metabolic cardiomyopathy in the present review, despite that diabetes and obesity may contribute to cardiac structural and functional derangements through several distinct mechanisms [9, 15].
The pathogenesis of metabolic cardiomyopathy is multifactorial, but insulin resistance is believed to be an integral component [5]. An insulin-resistant state leads to increased levels of free fatty acids (FFAs), proinflammatory mediators, and the appearance of certain adipocytokines and hepatokines in the circulation, which can further aggravate systemic insulin resistance and induce cardiac insulin resistance [16]. Cardiac insulin resistance leads to a marked alteration in myocardial energy substrate metabolism due to impaired insulin-regulated metabolic signaling, characterized by decreased glucose uptake and utilization and enhanced fatty acid uptake and β-oxidation [17,18,19]. This change results in impaired myocardial metabolic flexibility and reduced energy production efficiency. Furthermore, when FFA uptake markedly exceeds β-oxidation capacity in cardiomyocytes, excessive FFAs form TG. The deposition of fatty acids and TG in cardiomyocytes induce a phenomenon called cardiac lipotoxicity, which may promote mitochondrial dysfunction, oxidative stress, impaired calcium handling, myocardial cell apoptosis, and metabolic inflammation that ultimately lead to myocardial dysfunction and heart failure [5, 20, 21].
Enhanced oxidative stress in the heart is a common characteristic of metabolic cardiomyopathy [22,23,24]. Oxidative stress reflects a disturbance in the balance between the production of reactive oxygen species (ROS) and the biological system’s capacity to detoxify these reactive intermediates with antioxidants [25]. Depending on the cellular environment and the sources of ROS, ROS can act as signaling molecules that play important regulatory roles in normal physiological processes or modulate maladaptive responses that promote metabolic disorders, inflammation, and cell death [26, 27]. ROS, such as superoxide anion radical (O2•−) and hydrogen peroxide (H2O2), are constantly generated as byproducts of energy substrate metabolism in cardiomyocytes [28]. Cardiac insulin resistance and the resultant alterations in myocardial substrate metabolism can induce mitochondrial dysfunction and facilitate ROS production [19]. Excess generation of various ROS, such as O2•−, H2O2, and hydroxyl radicals, can induce oxidative modification to cellular macromolecules (e.g., lipids, DNA, and proteins) and is considered a crucial mechanism for metabolism-related immune responses and remodeling in the heart [28].
Although the prevalence of metabolic cardiomyopathy will likely grow considerably in the coming decades, its underlying mechanisms are still poorly understood. One major issue is that whether altered energy substrate metabolism is a cause or a consequence of structural and functional derangements in the heart remains elusive. Complicated interactions exist between metabolic alterations and cardiac structure and function, and the precise mechanisms underlying these interactions are not well elucidated [15]. Indeed, the term “metabolic cardiomyopathy” is not a well-established one. Additionally, very few diagnostic and therapeutic tools are currently available for this disease entity [5, 29]. Therefore, further investigation is urgently needed to strengthen the notion of “metabolic cardiomyopathy” and clarify the mechanistic basis underlying this disease. In this review, we summarize the alterations in energy substrate metabolism in metabolic cardiomyopathy and the possible mechanisms underlying the overproduction of ROS in cardiomyocytes. We also summarize the potential effects of ROS on myocardial metabolism, inflammatory responses, calcium regulation, and cell death. Finally, we briefly discuss several challenges facing the development of therapies against metabolic cardiomyopathy.
Myocardial energy substrate metabolism
Myocardial energy substrate metabolism under physiological conditions
The heart has the highest energy demands per gram of any organ. Myocardial ATP is generated at a high rate from the mitochondrial oxidation of diverse energy substrates, such as glucose, fatty acids, and lactate [30]. FFAs (primarily long-chain fatty acids) are the preferred energy substrates [31]. Under normal physiological conditions, ATP production in the myocardium is derived mainly from fatty acid β-oxidation (approximately 70–90%) [32]. Circulating FFAs enter cardiomyocytes via passive diffusion or transport with the help of fatty acid translocase (FAT)/cluster of differentiation (CD)36 [31]. Cytoplasmic long-chain FFAs are converted into long-chain fatty acyl-coenzyme-A (CoA) esters and then transferred into the mitochondria via carnitine palmitoyltransferase (CPT)-1. CPT-1 is a rate-limiting step in fatty acid catabolism, and its activity is inhibited by malonyl-CoA. Malonyl-CoA synthesis is catalyzed by acetyl-CoA carboxylase (ACC), whereas its degradation is catalyzed by malonyl-CoA decarboxylase (MCD) [33,34,35]. The activation of AMP-activated protein kinase (AMPK) induces an inhibitory effect on ACC with a consequent decrease in malonyl-CoA level and an increase in CPT-1 activity [36,37,38]. Once in the mitochondrial matrix, fatty acyl-CoA is broken down via β-oxidation to produce acetyl-CoA, which enters the citric acid cycle to produce nicotinamide adenine dinucleotide (NADH) and flavin adenine dinucleotide (FADH2), the reducing equivalents feeding the electron transport chain (ETC). The oxidation of reducing equivalents by the mitochondrial ETC results in an electrochemical gradient that is necessary for ATP production, but it may also stimulate ROS generation under certain pathological conditions [32, 33].
Although energy conversion in the heart primarily relies on fatty acid oxidation, the heart is metabolically omnivorous and also readily metabolizes glucose, ketone bodies, and amino acids. Approximately 10–30% of the acetyl-CoA used for ATP synthesis is derived from the oxidation of pyruvate, the final product of glycolysis and dehydrogenation [39, 40]. Glucose uptake in cardiomyocytes relies on the action of GLUTs in the cell membrane. The ubiquitous glucose transporter GLUT1 accounts for basal myocardial glucose uptake, while GLUT4 is responsible for insulin or contraction-stimulated glucose uptake [30, 41]. The heart exhibits prominent fuel flexibility under normal conditions and switches between fatty acids and glucose depending on the nutritional status and physical activity, which helps preserve contractile functions in various physiological and pathophysiological conditions [5, 32]. When fatty acid oxidization is enhanced, glucose utilization would be decreased via the Randle cycle [42]. On the other hand, after a high carbohydrate supply, increased insulin levels would induce a shift in cardiac energy substrate toward glucose utilization [31]. Indeed, insulin plays a vital role in metabolic homeostasis of the myocardium. The binding of insulin to the α-subunits of the insulin receptor on the cell surface stimulates the phosphorylation of the insulin receptor β-subunits, which activates the docking protein insulin receptor substrate 1 (IRS1) and subsequently upregulates the downstream phosphatidylinositol 3-kinase (PI3K) and RACβ serine/threonine-protein kinase 2 (AKT2). The activation of PI3K and AKT2 triggers the translocation of GLUT4 and CD36 from the intracellular store to the cell membrane, resulting in enhanced uptake of glucose and FFAs [5, 30]. Increased glucose and FFA uptake promotes mitochondrial oxidative metabolism to produce ATP and supports cardiac contractile function [30].
Myocardial energy substrate metabolism in metabolic cardiomyopathy
Insulin resistance is characterized by decreased insulin sensitivity and suppressed glucose disposal in peripheral tissues, and it is a hallmark of type 2 diabetes, obesity, and metabolic syndrome [43,44,45]. A number of mechanisms associated with systemic metabolic disorders, including increased FFA and ceramide levels, decreased glucose uptake, altered hepatokine profiles (e.g., elevated selenoprotein P and fetuin-A) and adipocytokine profiles (e.g., reduced secretion of adiponectin and enhanced secretion of leptin), augmented release of proinflammatory mediators, and changes in gut microbiota and its metabolites may cause systemic and cardiac insulin resistance [5, 46]. Several clinical studies have provided evidence linking systemic metabolic disorders with cardiac insulin resistance [47,48,49,50]. It is reported that myocardial insulin resistance occurs in about 60% of individuals with type 2 diabetes and is associated with an increased risk of cardiovascular diseases [47]. People with 1-h postload hyperglycemia and impaired glucose tolerance also showed attenuated global myocardial glucose metabolism, indicating that myocardial insulin resistance is an early defect that can already be detectable in subjects with prediabetes [48]. The association between type 2 diabetes and myocardial insulin resistance is independent of coronary artery disease, and myocardial insulin resistance is directly related to whole-body insulin resistance in individuals with type 2 diabetes [49]. It is important to stress that myocardial insulin resistance may act as a response mechanism to fuel overload rather than as a mediator of cardiac dysfunction [51]. Indeed, myocardial insulin resistance may protect the heart from being flooded with excess amounts of energy substrates in disordered metabolic states [52, 53]. This may explain why insulin-sensitizing agents unexpectedly led to adverse cardiovascular events such as the development of heart failure in some clinical studies [51, 54].
Insulin resistance may affect the myocardium via a number of mechanisms [18, 55]. Systemic insulin resistance induces uninhibited lipolysis in adipose tissues, leading to increased circulating FFAs and dramatically enhanced myocardial fatty acid uptake [34, 56, 57]. In the insulin resistance state, FAT/CD36 localization to the sarcolemmal membranes is increased; however, GLUT4 translocation to the plasma membranes is impaired. As a result, the insulin-dependent glucose uptake pathway is attenuated, resulting in a shift away from glycolytic metabolism, with increased reliance on fatty acid β-oxidation for energetic metabolism [58, 59]. This shift leads to metabolic inflexibility of the myocardium. It is well-established that ATP generation from fatty acid oxidation is less efficient than glucose, producing 40% less ATP per oxygen molecule consumed [59]. Disturbed myocardial substrate metabolism and increased left ventricular myocardial oxygen demand have been observed in severely obese patients with normal ejection fraction and without known heart disease [60, 61].
Despite the augmentation in flux via the β-oxidation pathway, excessive fatty acids exceed the mitochondrial respiratory capacity and accumulate in a metabolic low-turnover pool, and the TG content increases [32]. The limited capacity of cardiomyocyte to safely store excessive fatty acids in the TG pool may induce a phenomenon called “cardiac lipotoxicity,” which refers to toxicity resulting from the accumulated lipids and lipid intermediates (e.g., diacylglycerols, ceramides, and lysophosphatidyl choline species) within cardiomyocytes [32, 62]. Lipotoxicity can stimulate cardiomyocyte death via augmented ROS formation and endoplasmic reticulum (ER) stress, leading to structural and functional alterations of the heart. It has been shown that insulin resistance promotes cardiac lipotoxicity in human subjects and murine models [18, 55, 63]. Individuals with type 2 diabetes have increased intramyocardial TG content, which is significantly associated with left ventricular diastolic dysfunction, independent of age, blood pressure, heart rate, body mass index, and visceral fat [64, 65]. In addition, a consistent proportion of patients with nonischemic heart failure exhibit myocardial TG overload and altered expression of genes related to contractile dysfunction [66].
Several animal studies have used transgenic murine models to investigate the possible mechanisms of the effect of cardiac lipotoxicity or myocardial lipids on structural and functional alterations of the heart [18, 63]. Cardiac lipid accumulation, in association with myocardial damages, cell death, and cardiac remodeling and dysfunction, was observed in murine models with a restricted knockout of peroxisome proliferator–activated receptor gamma (PPARγ) in cardiomyocytes and cardiomyocyte overexpression of fatty acid transport proteins, membrane-anchored lipoproteins, acyl Co-A synthetase, diacylglycerol acyltransferase, and PPARα [18, 63]. These toxic effects are generally considered to be triggered by long-chain fatty acids and their derived metabolites, such as diglycerol and ceramide, which can further aggravate insulin resistance [18]. However, it is uncertain whether the findings derived from genetically modified animal models could be easily translated to human pathophysiology.
It is also noteworthy that the serum levels of branched-chain amino acids (BCAAs) are elevated in obesity and insulin resistance. Dysregulated BCAAs play an important role in the etiology of cardiovascular diseases [67]. High levels of serum BCAAs may aggravate myocardial insulin resistance and cardiac contractile dysfunction by inducing mitochondrial dysfunction and upregulating mammalian target of rapamycin (mTOR) [3, 67]. Moreover, the oxidation of BCAAs is crucial for cardiac function [3]. Inhibition of branched-chain α-keto acid dehydrogenase (BCKDH), the essential step for BCAA oxidation, decreases systolic function in the mouse heart, and the use of a pharmacological inhibitor of BCKDH promotes cardiac BCAA degradation and preserves cardiac systolic function [67].
In summary, profound perturbations in energy substrate metabolism occur in metabolic cardiomyopathy, characterized by enhanced fatty acid oxidation and suppressed glucose uptake and utilization (Fig. 1). These changes result in metabolic inflexibility and a reduction in the efficiency of cardiac energy production. Moreover, cardiac lipotoxicity may induce a variety of cellular processes, such as oxidative stress and cardiomyocyte apoptosis, that lead to structural and functional alterations of the heart. In addition, alterations in other energy substrates, such as BCAAs, may also contribute to the development of metabolic cardiomyopathy.
Oxidative stress in metabolic cardiomyopathy
Metabolic cardiomyopathy is closely associated with the presence of oxidative stress. Perturbations in myocardial energy substrate metabolism affect several ROS generators, particularly mitochondria. Augmented ROS production and decreased antioxidant defense mechanisms characterize the myocardium of human subjects and animal models with obesity, insulin resistance, or metabolic syndrome [23, 24].
The most common forms of cardiac ROS include O2•−, H2O2, peroxynitrite (ONOO−), and hydroxyl radical (HO•) [58]. O2•− is a highly reactive molecule generated by a one-electron reduction of oxygen. It is dismutated to H2O2 by superoxide dismutase (SOD), maintaining its concentrations in the picomolar-nanomolar range [68]. Unlike O2•−, H2O2 is relatively more stable and readily crosses lipid membranes. It is a crucial redox signaling molecule that participates in both physiological and pathological processes and exhibits fairly low reactivity and relatively high specificity for molecular targets. H2O2 is decomposed to O2 and H2O by catalase, maintaining its concentration in the nanomolar range [69]. O2•− also rapidly reacts with nitric oxide to generate ONOO−, an oxidant with a relatively short half-life primarily linked to pathology [70]. It can inflict further structural damage via lipid peroxidation and exhibits fairly high reactivity and low specificity for molecular targets [58].
ROS are maintained within a certain range by endogenous antioxidant systems under normal conditions to activate physiological redox signaling, which is necessary for normal cellular functions, such as cell metabolism, proliferation, differentiation, immune defense, and survival [26]. Oxidative stress occurs when ROS generation is elevated and/or the antioxidant mechanisms are impaired. An excess of ROS activates pathological redox signaling that leads to cell damage, particularly when ROS generation shifts to more toxic ROS species [71, 72]. However, identifying the specific ROS species that participate in a signaling event is not easy because one ROS species can be transformed into other species, and their effects on molecular targets might not be noticeably different [73].
Sources of ROS in cardiomyocytes include organelles, such as mitochondria, and enzymes, such as NADPH oxidase (NOX), nitric oxide synthases, and xanthine oxidase [24, 58]. ROS generally accumulate in certain cellular compartments, and each of the organellar compartments has its own redox niche within the cell [74]. Mitochondria are the most quantitatively relevant ROS generators in cardiomyocytes, and these organelles are particularly crucial for ROS produced from energetic metabolism [22, 23]. The ETC is the most studied source of mitochondrial ROS. The monoelectronic reduction of O2 occurs at complexes I, II, and III within the ETC, resulting in the production of O2•− and other derivative species. Of note, accumulating studies demonstrate that other sources of mitochondrial ROS are also quantitatively sizable, such as pyruvate dehydrogenase, glycerol phosphate dehydrogenase, α-ketoglutarate dehydrogenase, and monoaminoxidase [27, 75, 76]. NOX is an important source of cytoplasmic ROS that directly catalyzes the one-electron reduction of O2 to O2•− using NADPH as the electron donor [77]. It is a membrane-bound enzyme complex with seven isoforms (NOX1-5 and DUOX1-2) in mammalian cells, which differ in tissue distribution and ROS production kinetics [78]. NOX2 and NOX4 are considered the major isoforms in myocardium, with NOX2 localized to the cell membrane and NOX4 predominantly to the mitochondria [79, 80]. Increased NOX4 expression and ROS production have been shown in pressure overloaded heart [81]. Nox4 deletion in cardiomyocytes significantly attenuated cardiomyocyte apoptosis, myocardial hypertrophy, and interstitial fibrosis in the presence of pressure overload [81]. In addition, loss of Nox2 could prevent oxidative stress and progression to advanced heart failure in response to pressure overload in mice [82]. Moreover, Ca2+-dependent NOX5 is reported to be a crucial NOX isoform participated in oxidative stress-mediated cardiac hypertrophy [83].
Because mitochondria are the most important cellular source of ROS in metabolic cardiomyopathy due to their key role in myocardial energetic metabolism, the next section focuses on the mechanisms of cardiac ROS overproduction induced by mitochondrial dysfunction under metabolic disorders.
Metabolic alterations induce mitochondrial ROS overproduction
ROS produced from the ETC
The heart is one of the highest energy-demanding organs with extreme dependence on the normal structure and function of mitochondria. Mitochondria are the most important cellular source of ROS in metabolic cardiomyopathy but also suffer ROS-mediated damage [84]. Despite discrepancies, accumulating evidence indicates mitochondrial dysfunction in metabolism-related cardiomyopathy, characterized by alterations in ETC complex activity, oxygen consumption, fatty acid oxidation, and mitochondrial DNA (mtDNA) content. In general, mitochondrial fatty acid oxidation is augmented, or at least preserved, in metabolic cardiomyopathy, but the ETC activity progressively declines with disease progression [2, 3, 19, 22, 23, 58, 59, 85]. The mismatch between mitochondrial fatty acid oxidation and ETC activity induces more substrate-derived reducing equivalents to get into and then leak from the impaired ETC, resulting in the overproduction of oxidants (Fig. 1).
It is reported that FFAs may exert dual effects on mitochondrial ROS production, shown as either an increase or reduction in O2•− formation [73, 86]. O2•− formation from mitochondria oxidizing NAD-dependent substrates dramatically increases in the presence of FFAs, which is related to the partial inactivation of complexes I and III [87,88,89,90]. FFAs can interact with ETC components, thus lowering the rate of forward electron transfer (FET) and promoting O2•− formation, which might be the primary mechanism of the FFA-stimulated production of oxidants in nonphagocytic cells [86]. In addition, FFAs are amphiphilic and may incorporate into mitochondrial inner membranes, which increases membrane fluidity and the chances of electron leakage [91,92,93]. On the other hand, FFAs have mild uncoupling or protonophore effects due to the cyclic movement of their protonated and deprotonated forms across the mitochondrial inner membrane [94]. Therefore, FFAs can act as protonophores and decrease ROS generation in reverse electron transfer (RET) [87, 89, 95]. Notably, a high Δp is required for RET, and only a slight depolarization of the mitochondrial inner membrane by ADP phosphorylation or the mild uncoupling effects of FFAs can abolish the RET-dependent formation of oxidants [96]. This mechanism suggests that the RET-dependent generation of oxidants may have little importance under an in vivo condition, in which mitochondria are actively phosphorylating [73].
ROS produced from non-ETC sources
Several non-ETC sources of ROS exist in mitochondria. For example, several mitochondrial flavoenzymes, including α-ketoglutarate dehydrogenase, pyruvate dehydrogenase, glycerol phosphate, electron transfer flavoprotein (ETF), and ETF-oxidoreductase, are increasingly considered important ROS sources, which may generate a markedly larger quantity of O2•− compared to ETC in certain circumstances [75, 96, 97]. Moreover, a considerable proportion of H2O2 originating from fatty acid oxidation is produced in mitochondrial matrix by flavoproteins upstream of complex III, including short-, medium-, long-, and very long-chain acyl-CoA dehydrogenases (SCAD, MCAD, LCAD, and VLCAD, respectively), which are essential in mitochondrial fatty acid oxidation [98, 99]. Electrons flow from these acyl-CoA dehydrogenases to ETF then ETF dehydrogenase (ETFDH), which transfers electrons to ubiquinone and eventually to complex III. Among the various acyl-CoA substrates, long-chain fatty acid substrates are likely associated with the augmented generation of mitochondrial ROS [98,99,100]. LCAD and VLCAD use long-chain acyl-CoA substrates. Recent studies indicate that VLCAD and LCAD can produce H2O2 directly [99, 101]. It is estimated that VLCAD makes a considerable overall contribution to ROS formation (nmol min−1 mg−1 protein range) due to its continuous oxidase activity [101]. Moreover, recombinant human LCAD is reported to generate H2O2 15-fold faster than VLCAD [98]. Because fatty acid oxidation is the predominant energy source of the heart, VLCAD and LCAD might be important sources of non-ETC oxidants and crucial players in oxidative stress in metabolic cardiomyopathy (Fig. 1). More gain-of-function and loss-of-function studies of fatty acid oxidation–related flavoproteins are needed to elucidate their functional roles in ROS production, contribution to oxidative stress, and regulatory roles in the pathogenic mechanisms of metabolic cardiomyopathy.
Oxidative damage to the mitochondria
Mitochondria-originated ROS can modulate cellular redox-sensitive signalings via reversible modification of critical elements in signal transduction to exert multiple physiological functions [75]. Conversely, ROS at a high concentration can lead to non-specific damages to intracellular macromolecules, which generally produce more reactive intermediates and initiate a chain of damage amplification [73]. Indeed, fatty acid–induced ROS generation may trigger both oxidative damages to the mitochondria and mitochondrial uncoupling that leads to impaired ATP production, indicating a pathophysiological association between oxidative stress and mitochondrial dysfunction [102, 103].
Mitochondria have their own DNA that is circular, double-stranded, 16,569 base-paired DNA encoding thirteen subunits of mammalian respiratory complexes, 22 tRNAs, and 2 rRNAs [104]. mtDNA shows a higher sensitivity to oxidative damages compared to nuclear DNA. Several human and animal studies have suggested that mtDNA may accumulate significantly more oxidized bases relative to nuclear DNA [105]. This is because mtDNA is closer to ROS-producing respiratory chains and it lacks the protection of histone-like proteins. H2O2 and O2•− synthesized in the mitochondrial inner membrane can readily react with proximal mtDNA and cause the accumulation of point mutations and/or deletions and reduced DNA copy number, impairing mitochondrial functions [105, 106]. Mitochondria possess well-defined DNA repair mechanisms quite similar to those of the nucleus, such as base excision repair, mismatch repair, single-strand break repair, and homology recombination–dependent repair. Several mitochondrial repair mechanisms have been reported to improve mitochondrial dysfunction and cardiac structural and functional abnormality [107,108,109,110]. However, the DNA repairing capacity in the mitochondria appears to be less powerful than that in the nucleus [107, 111]. Moreover, it is suggested that oxidative stress could directly or indirectly impair the mtDNA repair pathways, resulting in an increased number of mtDNA mutations [110, 111]. Nevertheless, the mechanisms of mtDNA repair and their role in contributing to mitochondrial dysfunction in cardiomyocytes require further investigation.
Oxidative damage to mtDNA leads to a decrease in mitochondrial transcript and protein levels and impaired ETC function and ATP formation, which further trigger mitochondrial ROS production and mtDNA mutations to form a vicious cycle of damage amplification [112,113,114]. Several studies have indicated that elevated oxidative mtDNA damages are involved in the development of cardiomyopathy and heart failure [115,116,117]. The coexistence of ROS-mutated mtDNA and wild-type mtDNA in the same mitochondrion is called mtDNA heteroplasmy [118, 119]. As the percentage of mutant mtDNA rises above certain thresholds (60–70%), mitochondrial homeostatic mechanisms are disturbed, resulting in impaired mitochondrial bioenergetic capacity, reduced mitophagy, and imbalance of mitochondrial fusion and fission events. Dysfunctional mitochondria accumulated in cardiomyocytes further lead to impaired ATP generation, cell atrophy, or death, and also interfere with certain metabolic mechanisms and signaling pathways, which contributes to the development of cardiomyopathy [118]. Indeed, the increase in mtDNA heteroplasmy not only causes mitochondrial dysfunction but also induces broad alterations in gene expression [120,121,122], as mitochondria serve as critical intracellular signaling hubs modulating nuclear gene expression at both transcriptional and epigenetic levels. To date, over 400 mtDNA mutations have been identified to be associated with human diseases such as heart failure [119]. In this context, developing mitochondrial therapies to deal with mtDNA heteroplasmy has received growing attention for the treatment of cardiovascular diseases [118].
ROS not only affect mtDNA but also lipids and proteins. Accumulation of fatty acids and lipid-derived metabolites in the internal mitochondrial membrane may increase lipid peroxidation. Lipid peroxidation products, such as 4-hydroxynonenal (4-HNE), 4-hydroxy hexenal, and malondialdehyde (MDA), are involved in the development of metabolic cardiomyopathy [123]. There is evidence that lipid peroxidation products may damage mitochondrial membranes, suppress cyclooxygenase (COX), and activate uncoupling protein (UCP)-2, leading to ETC dysfunction and exacerbation of ROS production [73, 123]. One of the primary phospholipids of the mitochondrial inner membranes, cardiolipin, is also prone to modification by oxidants [124]. Oxidative modification of cardiolipin can impair mitochondrial membrane fluidity, reduce ETC activity, and induce mitochondrial permeability transition pore (mPTP) opening, resulting in profound consequences on mitochondrial function [124]. Moreover, changes in the mitochondrial proteome and related mitochondrial dysfunctions are involved in cardiac diseases [84]. Several lines of evidence showed an underlying connection between cardiac oxidative stress and alterations of the mitochondrial proteome [125, 126]. Significant cardiac mitochondrial proteome remodeling has been observed in diabetic mice in response to transverse aortic constriction, which could be significantly attenuated by mitochondrial catalase–mediated scavenging of mitochondrial ROS [126]. However, the association between oxidative stress and alteration of cardiac mitochondrial proteome needs to be further studied with an in-depth analysis of sequencing technology.
Consequences of oxidative stress in metabolic cardiomyopathy
ROS are important regulators of multiple intracellular responses via redox signaling pathways. However, the role of ROS in physiology or pathology depends on their type, concentration, and the site of formation [75]. Low concentrations of ROS primarily participate in physiological processes, such as cell proliferation and differentiation and excitation–contraction coupling (ECC). In contrast, high concentrations of ROS induce oxidative stress–regulated signaling events and modify the structure and function of critical molecules in cardiomyocytes, which further worsens myocardial metabolism, induces dysfunctions in mitochondria and ion channels and transporters, and triggers inflammation and cardiomyocyte apoptosis (Fig. 2). These changes ultimately result in impaired cardiac remodeling and heart failure [127].
Effects of ROS on myocardial energy substrate metabolism
Modulation of key regulators in energy substrate metabolism
A coordinated network of nuclear receptors finely regulates the enzymes involved in cardiac energy substrate metabolism [32]. Emerging evidence suggests that some of these nuclear receptors may act as redox sensors, and ROS exposure can affect the expression and activity of several nuclear receptors and critical enzymes in different cultured cell models [128]. PPARs, including PPARα, PPARβ/δ, and PPARγ, are a nuclear receptor superfamily implicated in the regulation of metabolism [129, 130]. PPARα is highly expressed in the myocardium and regulates the expression of many enzymes responsible for various processes in metabolism [131]. H2O2 exposure can downregulate the expression of PPARα and its downstream target genes CPT-1 and ACOX [132]. Moreover, H2O2 and lipid peroxidation products, such as 4-HNE, can suppress PPARγ expression, which promotes insulin sensitivity and fatty acid oxidation [133, 134]. AMPK, the key metabolic sensor and regulator in myocardial energetic metabolism, has recently emerged as a redox sensor that contributes to cardiac physiology maintenance and disease progression prevention [135]. Both mitochondrial and cytoplasmic ROS have been shown to promote AMPK activity [136]. H2O2 could directly modulate AMPK activity and its downstream metabolic pathways via oxidative modification of the AMPKα subunit and s-glutathionylation of the α- and β-subunits of AMPK [137]. AMPK activation attenuates oxidative stress by acting on the expression of prooxidant and antioxidant genes, thereby protecting the heart from injuries [135].
Regulation of insulin signaling
A number of studies have been conducted to directly link ROS-mediated signaling to the development of cardiac insulin resistance. For instance, cardiac insulin resistance in mice with Glut4 deletion was associated with upregulation of NOX1 and NOX2 [138]. Moreover, myocardial overexpression of the antioxidants catalase and metallothionein showed that antioxidants play a critical role in the signaling and contractile dysregulation associated with insulin resistance [139, 140]. Although oxidative stress has long been considered a critical element in insulin resistance, inconsistent results of the association between ROS and insulin sensitivity are reported [141, 142]. Recent studies showed that approaches promoting H2O2 elimination provided greater protection against insulin resistance than those targeting O2•− [141, 143, 144]. Indeed, H2O2 is considered to act as a second messenger in signal transduction, whereas O2•− seems to act simply as a precursor of H2O2 rather than an important second messenger [145]. It is now recognized that H2O2 can induce a stimulatory or an inhibitory effect on insulin signaling, depending on its concentration and production site relative to different components of the insulin signaling pathway [142]. Several signaling pathways, such as the c-Jun N-terminal kinase (JNK) pathway, were proposed as a mechanistic link between H2O2 production and insulin resistance [146]. JNK catalyzes the phosphorylation of IRS-1 at serine residues and blocks signal transduction downstream of IRS-1. High concentrations of H2O2 (≥ 5 μM) activate the protein tyrosine phosphatases PTP-1B and JNK1 in vitro and suppress insulin-stimulated phosphorylation of IRS and Akt [146].
The role of ROS in metabolic inflammation
Metabolic stress–induced inflammation is deeply involved in the development and progression of metabolic cardiomyopathy [5]. Notably, metabolic inflammation is primarily modulated by the innate immune system [5]. Cardiac innate immune signaling plays an important role in the regulation of several critical pathophysiological processes, such as chronic inflammation, fibrogenesis, insulin resistance, and redox imbalance [147,148,149,150,151,152,153,154]. Therefore, cardiac innate immune signaling may serve as a driving force in the development of metabolism-related cardiomyopathy [155,156,157,158].
Accumulating evidence indicates that innate immune signaling and redox signaling interact widely, but the molecular mechanisms underlying these interactions are not well understood [73]. ROS have been shown to participate in innate immune signaling by interacting with several critical components in signal transduction, including pattern recognition receptors (PRRs), such as Toll-like receptors (TLRs) and nucleotide-binding oligomerization domain–like receptors (NLRs), intracellular kinases, such as JNK and apoptosis signal-regulating kinase 1 (ASK1), and transcription factors, such as nuclear factor-kappa B (NF-κB) [73]. For example, studies have shown that O2•− promotes inflammation via TLR4 [159], and TLR2 participates in the mechanism of H2O2-induced cytotoxicity on cardiomyocytes [160]. In addition, both mitochondrial and NOX-originated ROS can stimulate the formation of the NLR family pyrin domain–containing 3 (NLRP3) inflammasome [161], and SOD mimetics and catalase can inhibit NLRP3 activation [162]. NLRP3 inflammasome plays a crucial role in the pathophysiology of cardiac dysfunction by activating caspase-1, which subsequently cleaves pro-interleukin (IL)-1β or pro-IL-18 to their mature forms [5]. Indeed, the crystal structure of NLRP3 suggests a high sensitivity to alterations in redox status [163]. However, whether the priming step of NLRP3 inflammasome activation requires ROS participation needs to be further studied. Moreover, ROS can activate the JNK signaling pathway by suppressing the activity of mitogen-activated protein kinase (MAPK) phosphatase, and in turn, the activated JNK can promote mitochondrial ROS formation via SAB, thereby forming a positive feedback loop [164]. Furthermore, ASK1 is a redox-sensitive intracellular kinase that may play a critical role in oxidative stress–induced effects in the heart [127]. Mice with Ask1 deletion exhibit smaller increase in left ventricular end-diastolic and end-systolic size, smaller reduction in fractional shortening, and a lower cell apoptosis level than wild-type mice after thoracic transverse aortic constriction or coronary artery ligation [165]. Although ROS can activate ASK1 and its downstream signaling pathways, such as the p38 and JNK pathways, by preventing the binding of TrxR to ASK1 [166, 167], ROS can also inhibit ASK1 activity by activating phosphatase 5 (PP5) [168]. In addition, ROS and their secondary products, such as oxidized phospholipids and 4-HNE, can directly or indirectly activate NF-κB [169, 170], which is a ROS-sensitive transcription factor that modulates the expression of a wide range of proinflammatory and prooxidant genes in the heart [73].
Recent evidence demonstrates that adaptive immunity is an emerging player in the progression of cardio-metabolic diseases. T1 and T17 cells are implicated in the development and progression of heart failure, which contribute to the induction of specific pathological phenotypes of mononuclear cells and sustained pathological chronic inflammation [171]. Mitochondrial dysfunction in T cells has been shown to contribute to severe cardiovascular complications [172]. Moreover, mechanisms underlying B lymphocyte activation including the production of proinflammatory chemokines, cytokines, and cardiac autoantibodies are also involved in the pathogenesis of heart failure [171]. Thus, both unbalanced T and B cell pathways in the adaptive immune network contribute to cardiomyocyte death and cardiac remodeling and dysfunction [171]. Oxidative stress is associated with the activation, differentiation, and survival of T and B cells [173]. Moderate levels of ROS are necessary for T cell activation [173]. The activation of TCR induces mitochondrial ROS production, which promotes T cell activation by modulating IL2 and IL4 expression [174]. However, excessive ROS production could downregulate NF-кB phosphorylation and suppress T cell activity [175]. In addition, ROS can regulate T cell differentiation and thereby modulate the generation of cytokines by polarized T cell subsets [173]. For example, in vitro administration of H2O2 decreased IFNγ secretion of activated Th1 and promoted IL4 production of activated Th2 [176]. Mice with mutated p45phox or gp91phox showed blocked Treg induction and T cell suppression, indicating NOX-derived ROS are crucial for Treg differentiation and function [177]. Similarly, BCR stimulation induces rapid ROS generation in primary resting murine B cells, and ROS produced by both the NOX and mitochondria are participated in B cell activation [173, 178]. NOX2-derived ROS are mainly engaged in the early stage of B cell activation and mitochondrial respiration-derived ROS are at a later stage [178].
Collectively, ROS actively participate in signal transduction in both innate and adaptive immune responses and are engaged in some feedback loops that are part of the extensive interactions between immune signaling and redox signaling to form a fine-tuned network in the development of metabolism-related cardiomyopathy.
Oxidative modifications of ion channels and transporters
Increased ROS formation can severely affect cardiomyocyte electrophysiology. Altered Ca2+ handling is a hallmark of the contractile dysfunction observed in patients with heart failure [5]. Oxidative stress may contribute to cardiac dysfunction in the context of obesity and insulin resistance by affecting Ca2+ handling [179]. Accumulating evidence indicates that increased ROS formation under myocardial metabolic disorders may induce Ca2+ mishandling via redox modulation of critical proteins implicated in this process, such as sarcoplasmic reticulum Ca2+-adenosine triphosphatase 2a (SERCA2a) and ryanodine receptor 2 (RyR2) [84, 180]. The sulfhydryl groups of the cysteine residues of these ion channels and ion pumps are critical targets for oxidative modification [84, 181]. Studies in obese and insulin-resistant animal models showed augmented formation of ROS and oxidative damage products, such as protein carbonyl and lipid peroxidation, in the heart and ventricular myocytes in association with altered activity of Ca2+-handling proteins and impaired cardiac relaxation and contraction [179, 182,183,184]. ROS-related posttranslational modifications can induce diverse functional results according to the type of ion channels, pumps, and other transporters [84]. Oxidative modification of SERCA2a leads to prolonged Ca2+ transients and slower SERCA2a-mediated Ca2+ reuptake [179]. In ob/ob mice, augmented irreversible carbonyl oxidation and decreased activity of SERCA2a have been observed, which were associated with impaired relaxation of the heart [182]. In addition, ventricular myocytes isolated from rats fed sucrose showed enhanced oxidation and decreased activity of SERCA2a, which could be reversed with the antioxidant N-acetylcysteine (NAC) [185]. Moreover, RyR is a redox-sensitive sarcoplasmic reticulum Ca2+ release channel located in the inner mitochondrial membrane that can be hyperactivated by the redox modification of thiol groups, which results in calcium leakage and altered calcium kinetics [84]. Furthermore, ROS also increase the influx of Ca2+ via L-type calcium channels and reverse the function of the Na+/Ca2+ exchanger (NCX), which results in Ca2+ influx and Na+ efflux [180]. Therefore, oxidative stress contributes to cardiac dysfunction via the oxidative modification of ion channels, pumps, or other transporter types, leading to alterations in their activities and eventually impaired ECC [84].
Oxidative stress–induced cardiomyocyte apoptosis
Cardiomyocyte apoptosis is a crucial contributor to hypertrophic remodeling and cardiac dysfunction [186]. Oxidative stress is a major risk factor for triggering cardiomyocyte apoptosis via the modulation of downstream signaling pathways [187]. Previous studies found that exposure of human cardiac progenitor cells (CPCs) to H2O2 triggered apoptosis by activating the JNK signaling pathway [188]. Furthermore, ROS production contributed to palmitate-induced apoptosis in human CPCs, and pretreatment with antioxidant NAC in human CPCs attenuated both palmitate-induced ROS production and apoptosis [189]. The mechanisms involved in ROS-induced mitochondria-dependent apoptosis in cardiomyocytes may include the activation of proapoptotic signaling pathways (e.g., the JNK, p38, and ASK1 pathways), suppression of antiapoptotic signaling pathways (e.g., the PI3K/AKT pathway and the ERK1/2 pathway), and immediate ROS-triggered effects on mitochondria that induce the release of cytochrome c [84]. Alterations in the mPTP and membrane potentials are key early signals of oxidative stress responses. Oxidative stress and ATP consumption lead to a long opening of mPTP in the mitochondrial intima and reduction in the proton gradient and potential energy, which cause mitochondrial swelling and the release of large quantities of cytochrome c and apoptosis-inducing factors. These events trigger caspase-dependent and caspase-independent cascade apoptosis reactions, ultimately contributing to the development and progression of cardiac diseases [84]. Moreover, the ROS-induced activation of mPTP opening can lead to alterations in intra- and intermitochondrial redox environments and facilitate the release of ROS, a phenomenon termed “ROS-induced ROS release” (RIRR), which may result in different outcomes depending on the levels of ROS, ranging from cell injury or even cell and organismal death [96]. Maintaining mitochondrial integrity and blocking the expression of apoptotic genetic programs could be a viable therapeutic strategy for cardiomyocyte apoptosis [84].
Challenges in the development of therapies to treat metabolic cardiomyopathy
Several therapies aimed at inhibiting oxidative stress or augmenting antioxidant defenses improved cardiac dysfunction related to metabolism in animal models [3]. These strategies included (1) natural antioxidant compounds, such as vitamins, polyphenols, and flavonoids, (2) synthetic antioxidant agents that selectively target mitochondria, such as SOD mimetics, coenzyme Q10 and its analogs, and mitochondria-targeted peptides, and (3) gene transfer therapy [24]. Despite the promising results in preclinical models, data from large-scale clinical trials with antioxidative therapies for cardiovascular diseases are disappointing due to the lack of efficacy and undesired adverse effects [3, 180]. Thus, there are still many challenges in the development of successful antioxidative therapies for the treatment of metabolism-related cardiomyopathy. Differences in the sources, spatial distribution, local concentrations, and targets of ROS complicate the selection of drugs to target oxidative stress in cardiomyocytes effectively. In addition, maintenance of the ROS levels needed for physiological processes in the heart is a major challenge. Further treatments should inhibit oxidative stress and meanwhile not severely affect general redox homeostasis. Moreover, determination of the cell and tissue specificity of antioxidant drugs is also a difficulty. Antioxidant agents in the future should specifically target and counteract cardiomyocyte injuries with little harm to normal cardiac cells. Another challenge for the development of therapeutic agents is the poor selectivity and permeability of the cell membranes. Advances in drug delivery technology, such as the use of polymeric nanoparticles as drug delivery systems, may be a viable solution [190, 191].
The selection of appropriate in vivo and in vitro models is also vital for the translational study of metabolic cardiomyopathy. Several animal models, including diet-induced, genetic, or models with a combination of more than one intervention, have been widely applied in the mechanistic studies of cardiomyopathy related to metabolism [3]. Although animal models are indispensable for the preclinical evaluation of potential drugs, they are largely incompatible with high-throughput drug discovery due to the cost and the length of time involved in model generation and validation. Furthermore, concerns have been raised about the interspecies differences in clinical manifestation, pathophysiology, and disease severity [192]. The logical approach would thereby be to conduct research on primary cardiomyocytes obtained directly from human heart tissue. Nevertheless, it is impractical to perform meaningful long-term investigational and interventional studies on such cells due to their limited proliferative ability, lifespan, and availability. Fortunately, recent advances in human induced pluripotent stem cell (iPSC) technologies have provided a promising tool for modeling cardiomyopathy via human heart tissue in a dish [192]. As summarized in recent reviews [192,193,194], human iPSC-derived cardiomyocytes (iPSC-CMs) have been applied as a platform to study a wide range of cardiac disorders related to metabolism and oxidative stress. For instance, Venkatesh et al. identified LONP1 protease as a negative regulator of mitochondrial fatty acid oxidation by using iPSC-CMs and proteomics [195]. SCO2 deficiency in iPSC-CMs led to cardiomyopathy with abnormalities in mitochondrial morphology and function [196]. PRKAG2-mutated iPSC-CMs showed marked metabolic perturbation, characterized by increased AMPK activity, excessive glycogen deposition, and enhanced fatty acid oxidation [197]. In iPSC-CMs derived from patients with Barth syndrome, excessive ROS production was detected, and ROS scavenging by small molecules improved mitochondrial dysfunction [198]. Thus, iPSC-CMs have the potential to become a key translational asset for drug discovery in metabolic cardiomyopathy [193]. A major limitation of iPSC-CMs in metabolic study is their immature phenotype, as iPSC-CMs often resemble fetal cardiomyocytes in structure and function, such as a metabolic preference for glucose utilization [199]. Several new maturation protocols have shown promising results to promote the metabolic and functional maturation of iPSC-CMs, making them applicable to recapitulate adult-like metabolic phenotypes and model cardiomyopathy related to metabolic disorders [192].
Concluding remarks and future perspectives
Metabolic cardiomyopathy is characterized by impaired myocardial metabolic flexibility, intramyocardial TG accumulation, and lipotoxic damage in association with structural and functional alterations of the heart. Oxidative stress actively participates in the pathogenesis of metabolic cardiomyopathy. Mitochondria are the most significant ROS sources in cardiomyocytes, and metabolic cardiomyopathy is associated with mitochondrial dysfunction, which manifests as the mismatch between mitochondrial fatty acid oxidation and ETC activity. The ETC is the most well-studied site of mitochondrial ROS production, but non-ETC sources of ROS in the mitochondria, such as fatty acid β-oxidation, might also produce a considerable quantity of ROS in the context of myocardial metabolic disorders. The consequences of augmented cardiac ROS generation include the reprogramming of myocardial energy substrate metabolism, alterations in insulin sensitivity, regulation of metabolic inflammation, redox modification of ion channels and transporters, and cardiomyocyte apoptosis. These effects suggest that oxidative stress plays a critical role in the pathogenesis of metabolic cardiomyopathy.
In this context, treatments of metabolic cardiomyopathy such as antioxidative therapies have gained much attention. However, many challenges must be conquered for successful translation from the laboratory to the clinic. Indeed, there are still many unanswered questions, such as (1) whether altered energy substrate metabolism is a cause or a consequence of cardiac structural and functional abnormities? (2) What are the central metabolic events that drive the transition from metabolic disorders to cardiac injuries? How metabolic intermediates and oxidative stress are linked with immune responses in the heart? How to identify the most key molecules in the progression of metabolic cardiomyopathy and how to determine their cell-specific functions? (3) How to identify specific agents that selectively target pathogenic pathways (e.g., metabolic, oxidative, or immunological pathways) in cardiomyocytes while maintaining their normal biological functions? (4) Why in individuals with similar metabolic disorders (e.g., diabetes, insulin resistance, or obesity), some develop metabolic cardiomyopathy while others develop atherosclerotic cardiovascular diseases? (5) How to identify individuals with a higher risk of metabolic cardiomyopathy at an early stage? How to optimize patient management based on risk stratification?
To overcome these daunting challenges, systems-based multi-omic analyses, in combination with recent advances in iPSC technology and clinically relevant animal models, would be useful to gain an in-depth understanding of the underlying mechanisms linking metabolic disorders, oxidative stress, and immune responses in the heart. In addition, novel organelle-targeted probes and antioxidant compounds would be useful to clarify the contribution of compartment-specific oxidants and their effects on critical intracellular processes. It is important to stress that a formal definition for metabolic cardiomyopathy as a distinct clinical entity remains vague. Most clinical studies to date have focused on atherosclerotic cardiovascular events, but not on cardiomyopathy related to myocardial metabolic disturbances. Thus, more large-scale epidemiological studies and basic researches with clinically relevant animal models should be conducted to strengthen the notion of “metabolic cardiomyopathy,” provide solid evidence for a causal relationship between systemic metabolic disorders and cardiomyopathy, and increase the awareness of this disease entity among physicians, biomedical researchers, and the public. Finally, there are no approved drugs for the treatment of metabolic cardiomyopathy. Further clinical trials with adequate duration and power are required to assess the long-term efficacy and safety of potential treatment options for this disease.
Data availability
Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.
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This work was supported by grants from the Hubei Province Innovation Platform Construction Project (20204201117303072238), Wuhan Science and Technology Planning Project (2020021105012439), the National Science Foundation of China (82000386, 81870171), and the Excellent Doctoral Program of Zhongnan Hospital of Wuhan University (ZNYB2019001).
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All authors contributed toward this work. Conceptualization: Huo-Ping Li, Zhibing Lu, and Hongliang Li; literature search and analysis: Ze Chen, Zhao-Xia Jin, Ruyan Li, Ke-Qiong Deng, Yan-Xiao Ji, and Fang Lei; writing of the first draft of the manuscript: Ze Chen and Zhao-Xia Jin; review and editing: Jingjing Cai, Ruyan Li, Huo-Ping Li, Zhibing Lu, and Hongliang Li. All authors read and approved the final manuscript.
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Chen, Z., Jin, ZX., Cai, J. et al. Energy substrate metabolism and oxidative stress in metabolic cardiomyopathy. J Mol Med 100, 1721–1739 (2022). https://doi.org/10.1007/s00109-022-02269-1
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DOI: https://doi.org/10.1007/s00109-022-02269-1