Abstract
Liver regeneration requires intrahepatic and extrahepatic metabolic reprogramming to meet the high hepatic bioenergy demand for liver cell repopulation. This study aims to elucidate how pyruvate dehydrogenase kinase 4 (PDK4), a critical regulator of glucose and lipid metabolism, coordinates metabolic regulation with efficient liver growth. We found that hepatic Pdk4 expression was elevated after two‐thirds partial hepatectomy (PHx). In Pdk4 −/− PHx mice, the liver/body weight ratio was more rapidly restored, accompanied by more aggressive hepatic DNA replication; however, Pdk4 −/− mice developed more severe hypoglycemia. In Pdk4 −/− PHx livers, the pro‐regenerative insulin signaling was potentiated, as demonstrated by early peaking of the phosphorylation of insulin receptor, more remarkable induction of the insulin receptor substrate proteins, IRS1 and IRS2, and more striking activation of Akt. The hepatic up‐regulation of CD36 contributed to the enhanced transient regeneration‐associated steatosis in Pdk4 −/− PHx mice. Notably, CD36 overexpression in mice promoted the recovery of liver/body weight ratio and elevated intrahepatic adenosine triphosphate after PHx. CD36 expression was transcriptionally suppressed by FOXO1 (forkhead box protein O1), which was stabilized and translocated to the nucleus following AMPK (adenosine monophosphate–activated protein kinase) activation. PHx remarkably induced AMPK activation, which became incompetent to respond in Pdk4 −/− livers. Moreover, we defined that PDK4‐regulated AMPK activation directly depended on intracellular adenosine monophosphate in vitro and in regenerative livers. Conclusion: PDK4 inhibition reprograms glucose and lipid metabolism to promote liver regeneration by enhancing hepatic insulin/Akt signaling and activating an AMPK/FOXO1/CD36 regulatory axis of lipid. These findings may lead to potential therapeutic strategies to prevent hepatic insufficiency and liver failure.
In this study, we tested our hypothesis that PDK4‐mediated metabolic reprogramming energizes efficient liver growth. We elucidated the role of PDK4 in liver regeneration using the PHx model, defined PDK4 regulation of hepatic insulin signaling in regenerative livers and unraveled PDK4 as a critical mediator of hepatic lipid metabolism through regulating a novel AMPK/FOXO1/CD36 axis to promote LR efficiency.

Abbreviations
- Acaca
acetyl‐CoA carboxylase α
- Acadm
acyl‐CoA dehydrogenase, medium chain
- Acads
acyl‐CoA dehydrogenase, short chain
- Acadvl
acyl‐CoA dehydrogenase, very long‐chain
- Acat1
acetyl‐CoA acetyltransferase 1
- Acetyl‐CoA
acetyl‐coA
- Acox1
acyl‐CoA oxidase 1, palmitoyl
- Acox2
acyl‐CoA oxidase 2, branched chain
- AICAR
5‐aminoimidazole‐4‐carboxamide ribonucleotide
- ALT
alanine aminotransferase
- AMPK
adenosine monophosphate–activated protein kinase
- AST
aspartate aminotransferase
- Atgl (Pnpla2)
adipose triglyceride lipase (patatin‐like phospholipase domain containing 2)
- ATP
adenosine triphosphate
- BrdU
bromodeoxyuridine
- BW
body weight
- Cd36
cluster of differentiation 36
- Ces1d
carboxylesterase 1D
- CHIP‐seq
chromatin immunoprecipitation sequencing
- CoA
coenzyme A
- Cpt1α
Carnitine palmitoyl transferase 1α
- Crat
carnitine O‐acetyltransferase
- Crot
carnitine O‐octanoyltransferase
- Dgat1/2
diacylglycerol O‐acyltransferase 1/2
- EGF
epidermal growth factor
- ELISA
enzyme‐linked immunosorbent assay
- FA
fatty acid
- Fabp1
fatty acid binding protein 1, liver
- Fabp2
fatty acid binding protein 2, intestinal
- Fabp3
fatty acid binding protein 3, muscle and heart
- Fabp4
fatty acid binding protein 4, adipocyte
- Fabp5
fatty acid binding protein 5, epidermal
- Fasn
fatty acid synthase
- Fatp1‐5
fatty acid transport member 1‐5
- FOXO1
forkhead box protein O1
- G6pc
glucose‐6‐phosphatase catalytic subunit
- Gck
glucokinase
- Gpat1 (Gpam)
glycerol‐3‐phosphate acyltransferase, mitochondrial
- GSK‐3β
glycogen synthase kinase 3 beta
- Hadha
hydroxyacyl‐Coenzyme A dehydrogenase/3‐ketoacyl‐CoA thiolase/enoyl‐CoA hydratase (trifunctional protein), alpha subunit
- Hadhb
hydroxyacyl‐Coenzyme A dehydrogenase/3‐ketoacyl‐Coenzyme A thiolase/enoyl‐CoA hydratase (trifunctional protein), beta subunit
- H&E
hematoxylin and eosin
- HGF
hepatocyte growth factor
- HNF
hepatocyte nuclear factor
- Hsd17b4
hydroxysteroid 17‐beta dehydrogenase 4
- IF
immunofluorescence
- IGF
insulin‐like growth factor
- IHC
immunohistochemistry
- Insig1
insulin induced gene 1
- IRS1/2
insulin receptor substrate 1/2
- Klf15
Kruppel‐like factor 15
- KO
knockout
- Lipa
lysosomal acid lipase A
- Lipc
lipase, hepatic
- Lipe
lipase, hormone sensitive
- Lipg
lipase, endothelial
- LR
liver regeneration
- LXR
liver X receptor
- Mgll
monoglyceride lipase
- Mlxipl
MLX‐interacting protein‐like
- mRNA
messenger RNA
- mTOR
the mechanistic target of rapamycin
- ORO
Oil Red O staining
- Pck1/2
phosphoenolpyruvate carboxykinase 1/2
- PCNA
proliferating cell nuclear antigen
- PCR
polymerase chain reaction
- PDC
pyruvate dehydrogenase complex
- PDH
pyruvate dehydrogenase
- PDK1‐4
pyruvate dehydrogenase kinase 1‐4
- Pfkl
phosphofructokinase, liver type
- Pgc1α
peroxisome proliferator‐activated receptor gamma coactivator 1α
- PHx
two‐thirds partial hepatectomy
- Pklr
pyruvate kinase L/R
- Pkm
pyruvate kinase, muscle
- PI3K
phosphoinositide 3‐kinase
- Pparg
peroxisome proliferator–activated receptor gamma
- Pten
phosphatase and tensin homolog
- PXR
pregnane X receptor
- Scd1
stearoyl‐CoA desaturase 1
- TG
triglyceride
- TRAS
transient regeneration–associated steatosis
- WB
western blot
- WT
wild type
Liver regeneration (LR) is a well‐orchestrated and tightly regulated biological process integrating a complex network of cytokines, growth factors, and metabolic signals.1 The mechanisms governing LR are still not fully defined. An important question is how liver cells coordinate metabolic functions with the regenerative response. Although it has been suggested that alterations in metabolism in response to experimentally induced hepatic insufficiency are functionally important for normal LR,2 the molecular mediators that coordinate metabolism with regeneration have not been fully revealed and elucidated.
Serving as a metabolic switch, pyruvate dehydrogenase kinase 4 (PDK4) inactivates the mitochondrial pyruvate dehydrogenase complex by phosphorylating the pyruvate dehydrogenase E1 alpha 1 subunit, thereby dictating the conversion of acetyl‐coenzyme A (CoA) from pyruvate. Among the known isozymes, PDK4 is the most widely distributed and highly expressed in cardiac and skeletal muscles in mammals.3 PDK4 coordinates glucose use and fat consumption to maintain normal blood glucose levels and is required for metabolic reprogramming.4, 5 Recent studies expand PDK4's roles from metabolic regulation to cell proliferation and cell cycle progression.6, 7 These intriguing findings indicate that PDK4 integrates metabolic regulation with proliferation mechanisms, implying a role of PDK4 in tissue regeneration.
Loss of PDKs confers insulin resistance in skeletal muscle.8 However, genetic inactivation of Pdk4 improves hyperglycemia and insulin resistance.9 These contrary reports of PDK4 in insulin resistance raise the necessity to further define PDK4's role in insulin signaling. Among the downstream partners of insulin signaling, phosphoinositide 3‐kinase (PI3K) has a major role in insulin function through the activation of Akt/protein kinase B. Activated Akt has pleiotropic effects. For instance, activated Akt induces glycogen synthesis through inhibitory phosphorylation of glycogen synthase kinase 3 (GSK‐3) and promotes protein synthesis and cell growth through inhibition of TSC2 and indirect activation of mammalian target of rapamycin (mTOR) complex 1 (mTORC1).10
Most of the knowledge of LR comes from the useful paradigm of two‐thirds partial hepatectomy (PHx). In mice, hepatic DNA replication peaks at 36‐40 hours, and the liver mass increase has occurred within 3 days after partial hepatectomy (PH). Within 5‐7 days, proliferation response subsides, and mass restoration is complete. To guide the progression of LR, growth factors along with some cytokines activate multiple signaling pathways, such as the PI3K/Akt signaling.11
Following the initiation of LR, hepatic and systemic metabolism is rapidly changed. For example, within hours of surgery, mice subjected to PH develop significant hypoglycemia, which is likely due to the acute removal of part of the hepatic glycogen content and gluconeogenic capacity. However, glucose supplementation impairs LR in PHx‐induced or hepatotoxin‐induced LR, potentially because of suppressing lipid mobilization.12 As with altered glycemia, liver triglyceride accumulates coincidentally with hepatic induction of an adipogenic transcriptional program, defined as transient regeneration–associated steatosis (TRAS), which is essential to LR.13, 14 It is proposed that the metabolic response itself serves as a pro‐regenerative signal.2
Hepatic fatty acid (FA) uptake is primarily through the family of SLC27 fatty acid transport proteins and the scavenger receptor fatty acid translocase (cluster of differentiation 36 [CD36]). Cd36 deletion in hepatocytes reduced high‐fat diet (HFD)‐induced hepatic steatosis, decreased hepatic FA uptake, and improved whole‐body insulin sensitivity.15 However, Cd36 transgenic mice challenged with HFD also showed attenuation of hepatic steatosis and improved glucose tolerance and insulin sensitivity.16 Thus, as a lipid sensor for energy balance, the intriguing pathophysiological role of CD36 needs to be further elucidated.
In this study, we tested our hypothesis that PDK4‐mediated metabolic reprogramming energizes efficient liver growth. We elucidated the role of PDK4 in LR using the PHx model, defined PDK4 regulation of hepatic insulin signaling in regenerative livers, and unraveled PDK4 as a critical mediator of hepatic lipid metabolism through regulating an AMPK (adenosine monophosphate–activated protein kinase)/FOXO1 (forkhead box protein O1)/CD36 axis to promote LR efficiency.
Materials and Methods
Animals
Wild‐type (WT) and Pkd4 −/− knockout (KO) mice on a C57BL/6J (inbred strain) genetic background were described previously and handled in accordance with a protocol approved by the Institutional Animal Care and Use Committee at the University of Connecticut.7, 17, 18 Mice were maintained on a 12‐hour light/dark cycle with free access to water and standard chow before and after the surgery. Breeding mice were fed with irradiated sterile Teklad S‐2335 mouse breeder diet (7904; Envigo Bioproducts, Inc., Madison, WI). Experimental male mice (8 to 12 weeks old) were fed with irradiated Teklad Global 18% Protein (2918; Envigo Bioproducts, Inc.). Mice were cohoused in clean and ventilated cages bedded with Teklad aspen sani‐chips (7090A; Envigo Bioproducts, Inc.).
Two‐Thirds Partial Hepatectomy
PHx has been described previously.19 In brief, the median lobe and the left lateral lobe, which together make up about 70% of the liver, were separately tied and resected. Mice that were conscious and alert following surgery were used for further studies. The recovery rate of mice was greater than 95% for both the WT and Pkd4 −/− mice. Sham operation was performed as a control surgery, which included abdomen incision, falciform ligament dissociation, liver lobes exposure, and wound suturing.
Other Standard Methods
Cell culture, isolation of primary hepatocytes, transfection, PDK4 short hairpin RNA (shRNA) delivery, quantitative real‐time polymerase chain reaction (PCR), western blot (WB), hematoxylin and eosin (H&E) staining, Oil Red O (ORO) staining, luciferase assay, immunohistochemistry (IHC), immunofluorescence (IF), preparation of nuclear and cytoplasmic extracts, CCl4 treatment, and bromodeoxyuridine (BrdU) incorporation were described previously.14, 17 The antibodies and primers used in this study are listed in Supporting Tables S1 and S2, respectively. For additional experimental procedures and analysis, please refer to the Supporting Information.
Results
PDK4 Was Up‐regulated in LR and Loss of PDK4 Accelerated Liver Mass Recovery
PHx is the widely used paradigm of studying LR in a “clean” setting.20 The hepatic Pdk4 messenger RNA (mRNA) was remarkably induced at days 2, 4, and 7 following PHx in WT mice (Fig. 1A, left); Pdk4 mRNA did not show induction in sham‐operated WT livers (data not shown). Possibly due to the posttranscriptional regulation, PDK4 proteins were already increased at day 1, in comparison with an undetectable level at day 0, and then subsided at later time points. Compared with other PDKs, PDK3 was not detected in both WT and Pdk4 −/− livers (Fig 1A, right). The mRNA levels of Pdk1, Pdk2, and Pdk3 did not show significant induction following PHx in WT livers, except for an elevation of Pdk3 (Supporting Fig. S1A). Notably, the liver/body weight ratio was much higher at day 2, day 3, and day 4 in Pdk4 −/−‐PHx versus WT‐PHx mice (Fig. 1B, left), indicating a permissive role of PDK4 inhibition in liver mass recovery. Unexpectedly, the survival of Pdk4 −/−‐PHx mice decreased, although alanine aminotransferase was less induced at day 1 (Fig. 1B, right, and Supporting Fig. S1B).
Figure 1.

Systemic deficiency of Pdk4 accelerated liver mass recovery in mice after PHx. (A) Left: Quantitative real‐time PCR of hepatic Pdk4 mRNA in WT and Pdk4 −/− KO mice before (day 0) and on different days after PHx. Right: WB of hepatic expression of PDKs. Samples were pooled from eight individual mice for each group. Data are shown as mean ± SEM; n = 8 mice/group; triplicate assays; *P < 0.05 versus day 0. (B) Left: Liver to body weight ratio (n = 8/group). Right: Survival curve of WT and Pdk4 −/− mice from PHx (n = 20/group). Data are represented as mean ± SEM; *P < 0.05 versus WT. (C) WB of indicated proteins in pooled liver tissues (n = 8). The densitometry of each band relative to the loading control (α‐tubulin) was quantified using ImageJ and denoted. Data are represented as mean ± SEM; *P < 0.05 versus WT. (D) IHC of PCNA expression before (day 0) and after PHx. Representative IHC images and percentages of positive cells of PCNA staining in 24 randomly chosen fields from eight individual mice per group are shown (three fields per section per liver). Approximately the same portions of the right lateral lobes were used for histology. Slides were coded before examination, and cells were counted in a group‐blinded manner. The sections were evaluated two times by two investigators, respectively. Data are represented as mean ± SEM; *P < 0.05 versus WT. (E) BrdU incorporation. The percentages of BrdU‐incorporated cells were quantitated as in (D). Data are represented as mean ± SEM; *P < 0.05 versus WT.
DNA replication represents the proliferative response to liver resection. WB demonstrated that cyclin D1 protein was induced by PHx, which was to a moderately greater extent in Pdk4 −/− livers. Impressively, proliferating cell nuclear antigen (PCNA) protein was more prominently induced at day 2 and day 3 following operation in Pdk4 −/− versus WT livers (Fig. 1C), suggesting that loss of PDK4 potentiated DNA replication. IHC staining of PCNA showed that Pdk4 −/− livers had more positive cells than WT livers from day 1 to day 4 after PHx, with an early peaking time at day 2 (Fig. 1D). PCNA staining on sham‐operated mice following operation revealed no noticeable DNA replication in both WT and Pdk4 −/− livers, similar to the pre‐operation livers (data not shown). BrdU incorporation similarly showed that Pdk4 deficiency potentiated proliferative response in LR (Fig. 1E). Both hepatocytes and nonparenchymal cells expanded during LR, but Pdk4 −/−‐PHx livers had more proliferating hepatocytes (HNF4α+ [hepatocyte nuclear factor 4 α+] and PCNA+) and endothelial cells (CD31+ and PCNA+), as revealed by the double IF staining (Supporting Fig. S2A).
LR involves complex liver conditions, which is often accompanied by pre‐existing liver damage such as inflammation, fibrosis, cirrhosis, and necrosis. To further address how loss of PDK4 increases DNA replication and hepatic cell proliferation in regenerative livers, we injected CCl4 in WT and Pdk4 −/− mice. Pdk4 −/− livers displayed more BrdU incorporation, suggesting augmented cell proliferation (Supporting Fig. S2B,C). Taken together, these results suggest that PDK4 serves as a critical regulator of LR.
Pdk4 Deficiency Decreased Glycemia and Improved Hepatic Insulin Sensitivity in LR
As expected, both WT and Pdk4 −/− mice developed hypoglycemia, which was to a greater extent in Pdk4 −/− mice (Fig. 2A). The plasma insulin level slightly increased at day 1 after PHx and then began to surge from day 4 or day 5, with Pdk4 −/− mice showing higher plasma insulin levels than WT at day 1, day 4, and day 5 (Fig. 2B).
Figure 2.

Pdk4‐deficiency‐deteriorated glycemia and increased hepatic insulin sensitivity after PHx in mice. Blood glucose (A) and plasma insulin (B) levels before (day 0) and on different days after PHx (n = 8 mice/group). Data are shown as mean ± SEM; *P < 0.05 versus WT. (C) Quantitative real‐time PCR of hepatic gene expression. Data are shown as mean ± SEM of triplicate assays; n = 8 mice/group; *P < 0.05 versus WT. (D,E) WB of hepatic expression of insulin signaling and AKT pathway mediators. Samples were pooled from eight individual mice for each group. Red arrows indicate protein induction in comparison with WT. Bands were quantified using ImageJ and denoted under each blot. Abbreviations: IR, insulin receptor; pIR, phosphorylation of insulin receptor; p/t, densitometric ratio of phosphorylated to total proteins.
Quantitative real‐time PCR of Gck (glucokinase) suggested that hepatic glycolysis had a compensatory enhancement (about 3 fold) in Pdk4 −/− versus WT mice before PHx (day 0), which was consistent with the curbing effect of PDK4 in glycolysis; Gck mRNA expression immediately dropped down at day 1 following PHx and gradually recovered at later days in WT but not completely in Pdk4 −/− livers (Fig. 2C, left). The glycolytic Pklr (pyruvate kinase L/R) mRNA expression in Pdk4 −/− livers showed a similar trend as Gck during the regeneration course but almost recovered to presurgery level at day 5. The hepatic expression of other glycolytic genes, Pkm (pyruvate kinase, muscle), Pfkl (phosphofructokinase, liver type) and Mlxipl (MLX‐interacting protein‐like), did not show striking differences between WT and Pdk4 −/− mice during LR (Supporting Fig. S3). Interestingly, Pdk4 −/− livers also showed an elevation of the expression of the gluconeogenic gene G6pc (glucose‐6‐phosphatase catalytic subunit) before operation (day 0), compared with WT livers. During LR, G6pc was expressed at higher levels in Pdk4 −/− versus WT livers from day 2 to day 5, which suggested that the remnant liver retained a higher gluconeogenic capacity in Pdk4‐deficient conditions (Fig. 2C, right). Other gluconeogenic genes, Pck1 (phosphoenolpyruvate carboxykinase 1), Pck2 (phosphoenolpyruvate carboxykinase 2) and kruppel‐like factor 15, showed negligible expression changes between Pdk4 −/− and WT livers in LR (Supporting Fig. S3).
We also examined the activation of hepatic insulin signaling. The phosphorylation of insulin receptor accumulated and peaked at day 4 in WT livers, which was shifted to an earlier time of day 3 in Pdk4 −/− livers. The insulin receptor substrate (IRS) proteins, IRS1 and IRS2, act as adaptor proteins, transmitting signals from the insulin and receptors to elicit cellular responses.21 These proteins were markedly induced in Pdk4 −/−‐PHx versus WT‐PHx livers; notably, Akt activation (phosphorylation of S473) was remarkably higher in Pdk4 −/− versus WT livers before and after PHx (Fig. 2D). Partially consistent with Akt activation, WB revealed that downstream of Akt, GSK‐3 activation (GSK‐3α/β S21/9 phosphorylation) and S6K activation (p70S6K T421/424 phosphorylation) were more pronounced in Pdk4 −/− livers both before (day 0) and after PHx (day 4 and day 5), compared with WT livers; mTORC1 activation (mTOR S2448 phosphorylation) was also apparently enhanced at day 4 and day 5 (Fig. 2E).
Taken together, these results indicate that PDK4 regulates glycemia and insulin sensitivity during LR, and Akt activation may contribute to the enhanced hepatic proliferation.
Pdk4 Deficiency Facilitated TRAS by Promoting FA Uptake
The TRAS in hepatocytes is a characteristic manifestation in regenerative livers before the major wave of parenchymal growth in the PHx model. H&E and ORO staining revealed that the content and duration of hepatic lipid accumulation were potentiated under Pdk4‐deficient conditions; the TRAS rapidly disappeared at day 2 after surgery in WT‐PHx livers but lasted for 3 days in Pdk4 −/−‐PHx livers (Fig. 3A,B). Similar to histological observation, the Pdk4 −/−‐PHx livers were enriched with more triglyceride (TG) and for a longer duration, compared with WT‐PHx livers (Fig. 3C). The adipose differentiation‐related gene perilipin 2, which promotes hepatocyte‐adipocyte transdifferentiation and is required for lipid droplet formation, was strikingly induced in Pdk4 −/− livers at day 2 following PHx but had negligible induction in WT livers (Fig. 3D). The serum TG levels were elevated at day 1, day 2, day 4, and day 5 in Pdk4 −/−‐PHx versus WT‐PHx livers (Supporting Fig. S4). The TRAS is essential to LR, and FA uptake is an important element for TG storage.2, 13, 14, 22 Hepatic FA metabolism is a tightly controlled process that is subjected to regulation at levels of uptake, oxidation, de novo synthesis, intracellular transport, and export to circulation. Quantitative real‐time PCR showed that the hepatic expression of the FA translocase Cd36 was enhanced in Pdk4 −/−‐PHx versus WT‐PHx livers (days 1 to 4); even before PHx, Cd36 was about 2‐fold higher in Pdk4 −/− livers than WT livers (Fig. 3E, left). In primary hepatocytes, oleic acid or palmitic acid treatment increased intracellular TG levels and Cd36 mRNA expression, which were augmented by Pdk4 deficiency (Supporting Fig. S5A,B). Liver X receptor (LXR), pregnane X receptor (PXR), and peroxisome proliferator–activated receptor gamma (PPARγ) are transcriptional factors known to regulate Cd36 expression.23 The hepatic messenger RNA expression of LXR and PXR was not increased, but decreased, by Pdk4 deficiency at day 1 and/or day 2, whereas PPARγ mRNA was only increased at day 4 (Supporting Fig. S5C). The genes Fatp1‐5 (fatty acid transport member 1‐5) coding the FA transport proteins exhibited almost similar expression profiles between the two genotypes (Supporting Fig. S6A). These results suggest that the up‐regulation of Cd36 contributes to the enhanced TRAS in Pdk4 −/− livers.
Figure 3.

Pdk4 deficiency promoted TRAS to meet the high energy demand in regenerative livers. Representative H&E (A) and ORO staining (B) showing hepatic lipid accumulation in WT and Pdk4 −/− mouse livers before (day 0) and on different days after PHx (n = 8). (C) Hepatic TG. Data are shown as mean ± SEM; n = 8; *P < 0.05 versus WT. (D,E) Quantitative real‐time PCR of hepatic expression of lipid droplet formation gene Plin2, FA uptake gene Cd36, and β‐oxidation gene Crot. Samples were from eight individual mice for each group. Data are represented as mean ± SEM; *P < 0.05 versus WT.
As glycolysis decreased (day 2 and day 3, Fig. 2C), the TRAS and FA oxidation might meet the high energy demand for the rapid cell division in LR. Indeed, β‐oxidation of FA significantly increased in Pdk4 −/−‐PHx versus WT‐PHx livers at day 2 and day 3, as demonstrated by the quantitative real‐time PCR of Crot (carnitine O‐octanoyltransferase) expression, the protein of which catalyzes the transfer of fatty acyl groups between coenzyme A (CoA) and carnitine, a crucial step in medium‐length acyl chain breakdown (Fig 3E, right). Consistently, Acadm (acyl‐CoA dehydrogenase, medium chain) expression also increased, which encodes acyl‐CoA dehydrogenase for breaking down medium‐chain FAs. The expression of other FA oxidation‐related genes, including Cpt1α (carnitine palmitoyl transferase 1α), Acat1 (acetyl‐CoA acetyltransferase 1), Pgc1α (peroxisome proliferator–activated receptor gamma coactivator 1α), Slc25a20 (solute carrier family 25 member 20), Hsd17b4 (hydroxysteroid 17‐beta dehydrogenase 4), Crat (carnitine O‐acetyltransferase), Acads (acyl‐CoA dehydrogenase, short chain), Acadvl (acyl‐CoA dehydrogenase, very long chain), Hadha (hydroxyacyl‐CoA dehydrogenase/3‐ketoacyl‐CoA thiolase/enoyl‐CoA hydratase [trifunctional protein], alpha subunit), Hadhb (hydroxyacyl‐CoA dehydrogenase/3‐ketoacyl‐CoA thiolase/enoyl‐CoA hydratase [trifunctional protein], beta subunit), Acox1 (acyl‐CoA oxidase 1, palmitoyl), and Acox2 (acyl‐CoA oxidase 2, branched chain), displayed negligible or slight elevation in Pdk4 −/−‐PHx livers at day 2 and/or day 3 (Supporting Fig. S6B). In addition, at day 2 and/or day 3 in Pdk4 −/−‐PHx livers, the expression of lipolytic genes Lipa (lysosomal acid lipase A) and Mgll (monoglyceride lipase), but not Lipc (lipase, hepatic), Lipe (lipase, hormone sensitive) and Lipg (lipase, endothelial), increased (Supporting Fig. S6C); the expression of FA intracellular transportation genes Fabp1 (fatty acid binding protein 1, liver), Fabp2 (fatty acid binding protein 2, intestinal), Fabp4 (fatty acid binding protein 4, adipocyte), and Fabp5 (fatty acid binding protein 5, epidermal), but not Fabp3 (fatty acid binding protein 3, muscle and heart), increased (Supporting Fig. S6D); the expression of FA esterification genes Dgat1 (diacylglycerol O‐acyltransferase 1), Dgat2 (diacylglycerol O‐acyltransferase 2), and Gpat1 (glycerol‐3‐phosphate acyltransferase, mitochondrial) did not change (Supporting Fig. S6E); and the expression of lipogenic genes Fasn (fatty acid synthase), Scd1 (stearoyl‐CoA desaturase 1), Acaca (acetyl‐CoA carboxylase α), Insig1 (insulin‐induced gene 1), but not Pten (phosphatase and tensin homolog), decreased (Supporting Fig. S6F), compared with WT‐PHx livers. In contrast to the higher levels at day 0, Pdk4 −/−‐PHx livers decreased FASN and SCD1 protein expression at day 3 and then increased their expression at day 4 and day 5. As their transcriptional activator, both the active form (cleaved) and precursor (full‐length) of SREBP1 (sterol regulatory element‐binding protein 1) were markedly induced at day 4 and day 5 (Supporting Fig. S6G). Importantly, hepatic adenosine triphosphate (ATP) levels were higher in Pdk4 −/−‐PHx than WT‐PHx livers at day 2 and day 3 (Supporting Fig. S7A). These results demonstrate that Pdk4 deficiency induces intrahepatic metabolic reprogramming of lipid to provide a higher energetic basis for efficient LR.
CD36 Promoted LR in PHx Mice
To define the role of CD36 up‐regulation in PHx‐induced LR, we overexpressed CD36 in mice and found that CD36 overexpression promotes the recovery of liver/body weight ratio in WT mice after PHx at day 3 (Fig. 4A), along with an increased ATP production (Fig. 4B), suggesting that CD36 facilitated LR through increasing intrahepatic energy. Intrahepatic TG levels were also potentiated by CD36 overexpression (Supporting Fig. S7B), indicating that CD36 contributed to the TRAS.
Figure 4.

CD36 facilitated liver mass recovery after PHx, and its expression was repressed by FOXO1. (A) Liver to body weight ratio. Empty vector or CD36 plasmid were intravenously injected into WT mice using in vivo transfection reagent. PHx was performed 24 hours after transfection, and regenerative livers were collected on day 3 following PHx. (B) Intrahepatic ATP levels. Data are represented as mean ± SEM; n = 8; *P < 0.05 versus empty vector. (C) Luciferase reporter assays. The Cd36 promoter reporter was transfected in 293T cells along with increasing amounts of the indicated plasmids (0 ng, 100 ng, 200 ng, and 400 ng). Data are shown as mean ± SEM of triplicate assays; *P < 0.05. (D) Quantitative real‐time PCR of Cd36 expression. An empty vector or a FOXO1‐expressing plasmid was transfected into hepatic Huh7 or Hep3B cells. CD36 mRNA expression was determined 48 hours after transfection. Data are shown as mean ± SEM of triplicate assays; *P < 0.05. (E) Integrative Genomics Viewer display of ChIP‐seq data for FOXO1 (GSM3831422) and H3K27Ac occupancy (GSM3831423) on the indicated gene promoters. Abbreviation: EV, empty vector.
To understand how CD36 expression is regulated in the liver, we predicted the binding of transcription factors (using the online tool PROMO 3.0) and cloned mouse Cd36 gene promoter (−1133 to +141 bp) into a luciferase reporter vector (Supporting Fig. S7C,D). In addition to the known C/EBP family members (C/EBPα/β/γ) and nuclear receptors that regulate CD36 expression,23, 24 multiple FOX proteins and HNFs were suggested to potentially regulate CD36 expression. We found that FOXO1 repressed, but the pioneer factor FoxA1 (also known as HNF3A [hepatocyte nuclear factor 3α]) activated, mouse Cd36 gene promoter, whereas HNF4α did not affect it (Fig. 4C).
In vitro studies demonstrated that FOXO1 overexpression in both Huh7 and Hep3B cells inhibited CD36 mRNA expression (Fig. 4D); however, we could not detect CD36 protein expression in both cell lines using WB, which was consistent with a previous finding that CD36 protein expression is low/undetectable but inducible in the liver (data not shown).15 However, Chromatin immunoprecipitation sequencing (ChIP‐seq) data showed that FOXO1 indeed interacted with Cd36 gene promoter (Fig. 4E), and the first intron region was also found to have extensive FOXO1 association. Taken together, these results suggest that FOXO1 is a suppressive transcription factor of Cd36 expression.
AMPK Acted Upstream of FOXO1 to Inhibit CD36 Expression
How the expression and function of FOXO1 are regulated in the liver is still not well understood.25 Although AMPK directly phosphorylates FOX proteins,26 it remains unclear how AMPK functionally regulates FOXO1. The well‐defined mechanism of AMPK activation is the phosphorylation of T172 on its α‐subunit.27 We titrated the working concentration of AICAR (5‐aminoimidazole‐4‐carboxamide ribonucleotide), an AMPK agonist, in Huh7 cells (Fig. 5A). IF staining revealed that FOXO1 displayed a more intensive enrichment in the nucleus following AMPK activation by AICAR, in contrast to control cells, in which large amounts of FOXO1 was distributed in the cytoplasm (Fig. 5B, left and right top). The AMPK‐promoted nuclear translocation of endogenous FOXO1 has also been revealed in rat cardiomyocytes.28 In primary hepatocytes, AICAR also facilitated FOXO1 nuclear translocation (Fig. 5B, right bottom). In consonance with a previous finding that AICAR treatment increases endogenous FoxO1 protein levels in Chang cells,29 the same reinforcement was detected in hepatic cells (Fig. 5C). Meanwhile, CD36 mRNA expression was decreased by AICAR (Fig. 5D), demonstrating that AMPK activation inhibited Cd36 expression.
Figure 5.

AMPK promoted FOXO1 nuclear translocation to inhibit CD36 expression. (A) WB for titrating the working concentration of AICAR in Huh7 cells. (B) Left: IF staining of nuclear and cytoplasmic localization of FOXO1 in Huh7 cells treated with AICAR (0.5 mM, 24 hours). Scale bar, 10 μm. Right top: Quantification of a representative IF experiment. Right bottom: WB of FOXO1 nuclear and cytoplasmic localization in primary hepatocytes treated as in Huh7 cells. WB of FOXO1 (C) and quantitative real‐time PCR of Cd36 mRNA (D) expression in Huh7 cells treated with AICAR. (E) WB of FOXO1 expression. Samples were pooled from eight individual mice for each group. (F) WB of FOXO1 expression in the nuclear and cytoplasmic extracts from individual WT and Pdk4 −/− regenerative livers (n = 6). The bar graph shows the densitometric quantification. *P < 0.05 versus WT. Abbreviations: C, cytoplasmic; DAPI, 4′,6‐diamidino‐2‐phenylindole; N, nuclear.
In regenerative livers, FOXO1 protein levels did not show striking differences between WT and Pdk4 −/− mice following PHx, except a less prominent induction at day 1 and day 2 in Pdk4 −/− mice, compared with WT mice (Fig. 5E). Immunoblot revealed that FOXO1 was less abundantly distributed in the nuclear extract of Pdk4 −/− livers, compared with WT livers (Fig. 5F), which corresponded to the enhanced Cd36 expression (Fig. 3E). These results demonstrate that Cd36 expression depends on FOXO1 nuclear exclusion, and the latter can be mediated by AMPK during LR.
PDK4 Regulated AMPK Activity in LR by Controlling the Intracellular Level of Adenosine‐5‐Monophosphate
AMPK is a heterotrimeric protein complex comprising of α, β, and γ subunits, senses the changes of intracellular adenosine‐5‐monophosphate (AMP)/ATP or adenosine diphosphate (ADP)/ATP ratio, and is allosterically regulated by ATP, ADP, and AMP binding on its γ‐subunit.27 AMPK activity was remarkably induced after PHx in WT mice; however, Pdk4 deficiency prevented the induction of AMPK activation (Fig. 6A). When overexpressing PDK4 in vitro, PDK4 dose‐dependently activated AMPK in both hepatic Huh7 and Hepa1 cells (Fig. 6B). In an in vitro analysis to dissect PDK4's role in regulating intracellular metabolites, among the 34 metabolites that were significantly changed, AMP was one of the most strongly decreased metabolites after PDK4 inhibition by shRNA in Huh7 cells (Fig. 6C). Further, AMPK’s incompetence to respond to PHx in Pdk4‐deficient livers corresponded to the finding that AMP levels declined in Pdk4 −/−‐PHx versus WT‐PHx livers (Fig. 6D). In PDK4‐overexpression primary hepatocytes, intracellular AMP significantly increased (Supporting Fig. S7E). Taken together, these results demonstrate that PDK4 controls intracellular AMP levels to regulate AMPK activity. Therefore, we propose that the PDK4/AMPK/FOXO1/CD36 axis is an important signaling pathway in regulating PHx‐induced LR.
Figure 6.

Pdk4‐deficiency impaired hepatic AMPK activation by reducing intracellular AMP. (A) WB of the indicated proteins in regenerative livers from WT and KO mice before (day 0) and on different days after PHx. Samples were pooled from eight individual mice for each group. (B) WB of the indicated proteins in Huh7 and Hepa1 cells transfected with increasing amounts of FLAG‐PDK4. (C) Metabolomics analysis of primary metabolites. The heatmap shows 34 metabolites that were significantly changed among 179 metabolites detected by mass spectrometry in control and shPDK4 Huh7 cells. The experiments were performed in triplicate from independent samples. The histogram shows the log2 value of fold change of the 34 metabolites in shPDK4 Huh7 cells versus control. (D) Intrahepatic AMP levels in PHx livers. Data are represented as mean ± SEM; n = 8; *P < 0.05 versus WT. Abbreviation: FC, fold change.
Discussion
LR is an energy‐demanding process and depends on intracellular metabolic reprogramming. In this study, Pdk4 deficiency increases insulin‐signaling sensitivity and AKT activation to drive the proliferative response in regenerative livers. On the other hand, Pdk4‐deficient livers initiate an AMPK/FOXO1/CD36 cascade to enhance FA oxidation and intracellular ATP production to meet the high energy demand, which is triggered by intracellular AMP reduction (Fig. 7). These findings point to a critical role of PDK4 in the PHx‐induced LR, suggesting that PDK4 might be a target to manipulate LR and combat liver failure.
Figure 7.

Schematic of the role of PDK4 in PHx‐induced LR. PDK4 coordinates hepatic proliferation and metabolism and is critical to resection‐induced LR. In regenerative mouse livers, PDK4 withholds hepatic insulin signaling sensitivity and the downstream AKT‐mediated proliferative response. PDK4 also restricts the pro‐regenerative TRAS through an AMPK/FOXO1/CD36 lipid metabolism axis.
We find that PDK4 governs insulin signaling–mediated hepatocytes proliferation and liver mass restoration, which is consistent with previous findings that PDK4 expression negatively correlates with insulin sensitivity,30, 31 that Pdk4 deficiency leads to accelerated hepatocyte proliferation,7 and that the insulin signaling pathway plays an important role in LR.11, 32, 33 It is unknown as to how PDK4 enhances insulin secretion during PHx. IRS1 and IRS2 are major insulin receptor adaptors and serve complementarily.34 How PDK4 regulates the expression of IRS1 and IRS2 is yet to be determined. Interestingly, PDK4 mRNA is rhythmically up‐regulated during LR in mice (Fig. 1A), implying that PDK4 might be able to restrict the overreaction of LR. How PDK4 regulates LR under an overexpression condition needs further investigation. In contrast to the unchanged mRNA level, hepatic PDK4 protein level is strikingly induced at day 1 following PHx (Fig. 1A), which suggests that the translation efficiency and/or protein stability of PDK4 are presumably increased in response to PHx.
Proliferation and hypertrophy almost equally contribute to regeneration after PHx.35 It is unknown whether PDK4 affects hepatocyte hypertrophy. Pdk4 deficiency decreases glycemia after PHx (Fig. 2A), which is consistent with previous findings in diet‐induced obesity mice.31 Pdk4 deficiency also increases the mortality of PHx; however, it remains to be determined as to whether it is due to severe hypoglycemia or other systemic changes. If the survival can be rescued through monitoring and rectifying glycemia, it would be straightforward to target PDK4 to facilitate resection‐induced LR.
The main molecules involved in the proliferative phase of resection‐induced LR are varieties of mitogens.33 Determining how PDK4 regulates levels of these factors in the liver and serum will allow us to further understand how loss of Pdk4 accelerates LR. In the priming phase of PHx, the Kupffer cell–derived tumor necrosis factor (TNF) primes hepatocytes to re‐enter into the cell cycle.11, 33 Pdk4 deficiency facilitates TNF expression.17 It will be interesting to determine the role of PDK4 in the priming phase after PHx as well as the hepatic activation of other signaling pathways during LR under Pdk4‐deficient conditions.
Mild steatosis and TRAS are beneficial to LR13, 14, 22, 36; however, severe and chronic lipid overload may cause successive inflammation and impair LR.37 De novo hepatic lipogenesis is not required for the development of TRAS, and β‐oxidation of FAs serves as the predominant source of new ATP production in the regenerative liver.22, 38, 39 Indeed, β‐oxidation rather than lipogenesis increases in Pdk4 −/−‐PHx livers (Fig. 3E and Supporting Fig. S6B,F). A recent study showed that PTEN coordinates liver growth with its energy demands and emphasizes the requisition of lipids for LR.22 We identify PDK4 as a key molecule coordinating hepatic lipid homeostasis with liver growth, but the role of PDK4 in the metabolism of extrahepatic tissues during LR needs to be identified. Moreover, we cannot exclude that more lipid accumulation has a certain contribution to the higher liver/body weight ratio in Pdk4 −/−‐PHx mice, compared with WT‐PHx mice. In this study, we use whole‐body KO mice and cannot exclude the capacity of other tissues in handling lipids also affected by PDK4 deficiency during LR. The increased serum TG levels in KO mice could be caused by lipid redistribution between organs (Supporting Fig. S4). For day 4 and day 5, it could also be caused by increased intrahepatic lipogenesis. (Supporting Fig. S6F,G shows how the lipogenic genes Fsn, Scd1, and Acaca increased in Pdk4 −/− livers.) It is also possible that the increased serum TG is enhanced by the exportation from the robustly loaded lipid hepatocytes; thus, the livers display the decreased ORO staining in hepatocytes.
In this study, we experimentally show that PDK4 regulates intracellular AMP and thereby AMPK activation. AMPK induces phosphorylation of p53, and this phosphorylation is required to initiate AMPK‐dependent cell‐cycle arrest,40 suggesting a negative role of AMPK activation in LR. Our finding aligns with this point of view.
It is possible that PDK4 directly regulates FOXO1 and that AMPK can directly inhibit the cell membrane location of CD36 to decrease FA uptake. It is known that AKT directly phosphorylates FOXO1 and promotes its shuttling to cytoplasm for degradation; we suppose that both AKT activation and AMPK inactivation contribute to FOXO1 nuclear exclusion. Other FOX proteins and transcription factors downstream of AMPK might also regulate the expression of CD36. It is noted that PDK4 is a direct target of FOXO1 (Fig. 4E) and that there are feedbacks between CD36 and AMPK,41 and among CD36, PDK4, and FOXO1.42
The function of PDK4 in LR needs to be further elucidated under pathological settings, such as in hepatotoxic models, given the irreconciliation that loss of PDK4 sensitizes mouse livers to apoptotic injury and that PDK4 activation may be essential for rapid LR in acetaminophen‐induced liver injury.4, 17 Whether CD36 directly influences cell proliferation needs to be determined. FOXO1 suppresses endothelial CD36 transcription through nuclear association with histone deacetylase 7.43 We find that FOXO1 associates with Cd36 promoter and inhibits CD36 expression. The deletion of FOXO1 rescues loss‐of‐AKT‐impaired LR,44 which is consistent with our finding that FOXO1 has a suppressive role in LR by inhibiting CD36 expression. The transcription repression function of FOXO1 on CD36 might depend on co‐repressors.45, 46 In summary, the PDK4/AMPK/FOXO1/CD36 axis is critical to resection‐induced LR, and pharmacological inhibition of PDK4 might improve LR efficiency.
Supporting information
Acknowledgments
We sincerely thank Dr. Robert A. Harris (Indiana University School of Medicine) for the Pdk4−/− mice.
Potential conflict of interest: Nothing to report.
Grant Support: M.T. is supported by a post‐doc fellowship from the American Heart Association. D.S. is support by NIH R01AA026322.
See Editorial on Page https://doi.org/10.1002/hep4.1506
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