Yuhan Li1,2, Jing-Jun Nie3,4, Yuhui Yang5, Jianning Li1, Jiarui Li1, Xianxian Wu2, Xing Liu2, Da-Fu Chen4, Zhiwei Yang2, Fu-Jian Xu3, Yi Yang1. 1. School of Basic Medical Sciences, Ningxia Medical University, Yinchuan 750004, China. 2. Beijing Engineering Research Center for Experimental Animal Models of Human Critical Diseases, Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences (CAMS) & Comparative Medicine Centre, Peking Union Medical College (PUMC), Beijing 100021, China. 3. Key Lab of Biomedical Materials of Natural Macromolecules (Ministry of Education), Beijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing 100029, China. 4. Laboratory of Bone Tissue Engineering, Beijing Laboratory of Biomedical Materials, Beijing Research Institute of Traumatology and Orthopaedics, Beijing Jishuitan Hospital, Beijing 100035, China. 5. Capital Medical University, Beijing 100035, China.
Abstract
To date, few effective treatments have been licensed for nonalcoholic fatty liver disease (NAFLD), which a kind of chronic liver disease. Mammalian sterile 20-like kinase 1 (MST1) is reported to be involved in the development of NAFLD. Thus, we evaluated the suitability of a redox-unlockable polymeric nanoparticle Hep@PGEA vector to deliver MST1 or siMST1 (HCP/MST1 or HCP/siMST1) for NAFLD therapy. The Hep@PGEA vector can efficiently deliver the condensed functional nucleic acids MST1 or siMST1 into NAFLD-affected mouse liver to upregulate or downregulate MST1 expression. The HCP/MST1 complexes significantly improved liver insulin resistance sensitivity and reduced liver damage and lipid accumulation by the AMPK/SREBP-1c pathway without significant adverse events. Instead, HCP/siMST1 delivery exacerbates the NAFLD. The analysis of NAFLD patient samples further clarified the role of MST1 in the development of hepatic steatosis in patients with NAFLD. The MST1-based gene intervention is of considerable potential for clinical NAFLD therapy, and the Hep@PGEA vector provides a promising option for NAFLD gene therapy.
To date, few effective treatments have been licensed for nonalcoholic fatty liver disease (NAFLD), which a kind of chronic liver disease. Mammalian sterile 20-like kinase 1 (MST1) is reported to be involved in the development of NAFLD. Thus, we evaluated the suitability of a redox-unlockable polymeric nanoparticle Hep@PGEA vector to deliver MST1 or siMST1 (HCP/MST1 or HCP/siMST1) for NAFLD therapy. The Hep@PGEA vector can efficiently deliver the condensed functional nucleic acids MST1 or siMST1 into NAFLD-affected mouse liver to upregulate or downregulate MST1 expression. The HCP/MST1 complexes significantly improved liver insulin resistance sensitivity and reduced liver damage and lipid accumulation by the AMPK/SREBP-1c pathway without significant adverse events. Instead, HCP/siMST1 delivery exacerbates the NAFLD. The analysis of NAFLD patient samples further clarified the role of MST1 in the development of hepatic steatosis in patients with NAFLD. The MST1-based gene intervention is of considerable potential for clinical NAFLD therapy, and the Hep@PGEA vector provides a promising option for NAFLD gene therapy.
Nonalcoholic fatty liver
disease (NAFLD) is a complex liver disease
with abnormal increase of liver lipids and no secondary reasons, such
as drugs, significant alcohol intake, or certain genetic conditions.[1] As a heterogeneous disorder, patients with NALFD
may progress to nonalcoholic steatohepatitis and further causes liver
cirrhosis and liver cancer.[2−4] The global incidence rate of NAFLD
is also rising steadily with the rapid increase of obesity, which
leads to a significant economic and healthcare burden.[5−7] However, the treatments for NAFLD are still limited, and there is
no widely recognized and accepted drug treatment method.[3,8] Thus, the development of effective targeted therapy is an urgent
requirement. Pathogenesis of NAFLD is the common influence of various
factors such as environment, metabolism, and genetics.[9,10] Several research studies report that in patients with insulin resistance
(IR), more free fatty acids are released and these promote de novo
lipogenesis (DNL) in the liver, ultimately augmenting the progression
of NAFLD.[11−13] We have reported earlier that high-fat diet (HFD)-induced
liver energy signal dysfunction is a key mechanism in the liver IR
and lipid accumulation associated with NAFLD.[14,15] We also found that mammalian sterile 20-like kinase 1 (MST1), a
core member of the Hippo signaling pathway, has great significance
in the regulation of lipid metabolism of NAFLD.Mammalian sterile
20-like kinase 1 (MST1) is a highly conservative
serine/threonine kinase, which produces a vital regulatory role in
many physiological processes such as cell proliferation and differentiation,
cell death and autophagy, and immune response.[16−18] Studies have
demonstrated that MST1 can regulate the lipid disorders of the liver
by targeting the Sirt1 ubiquitination and ROS production.[19−21] In our previous study, liver-specific MST1 deletion results in liver
lipid accumulation by inhibiting AMP-activated protein kinase (AMPK)
phosphorylation and carnitine palmitoyltransferase-1alpha (CPT-1α)
expression and increasing fatty acid synthase (FAS).[15] Previous studies have also indicated that MST1 considerably
reduced lipid accumulation in NAFLD mice liver by reducing DNL and
accelerating fatty acid oxidation.[15] Based
on the above research studies, we hypothesize that MST1 might be a
promising target for NAFLD therapy.Vectors play an important
role in determining the effectiveness
of gene therapy for their involvements in delivering, protecting,
and releasing functional nucleic acids despite various obstacles,
such as the rapid degradation of naked nucleic acids in serum and
the repulsion of the negatively charged cell membrane to the negative
charge of the nucleic acids.[22] As a class
of high potential vectors, polycations have attracted considerable
attention. Of particular interest are ethanolamine (EA)-modified poly(glycidyl
methacrylate) (PGEA) vectors with abundant hydroxyl groups for long
circulation.[23] Recently, we developed an
unlockable heparin polysaccharide-based PGEA polycation vector (Hep@PGEA)
that is capable of responding to the reductants in cells (such as
glutathione [GSH]) to accelerate the release of delivered nucleic
acids. The complexes performed well for both cardiovascular disease
and cancer as gene vectors for either RNA or DNA.[22,24] Owing to the obvious accumulation of the Hep@PGEA-based delivery
system in the liver area and high GSH production,[22] we assumed that the Hep@PGEA vector may also prove efficient
in delivering MST1 for NAFLD therapy.The Hep@PGEA vector is
composed of a PGEA polycation shell that
has abundant hydroxyl groups and a disulfide cross-linked heparin
core that can accelerate the release of condensed nucleic acids in
PGEA shells after they are unlocked in response to the reductants
in the cells. The Hep@PGEA vector shows high gene delivery efficiency
and great biocompatibility with different cell lines. It has also
been proven to be an excellent delivery vector for the treatment of
different diseases.[22−24] Here, we proved the potential of the Hep@PGEA vector
in delivering MST1 (HCP/MST1) or siMST1 (HCP/siMST1) for upregulating
or downregulating the MST1 protein levels (Scheme ). The HCP/siMST1 delivery system was shown
to accelerate liver fat production by activating sterol regulatory
element-binding protein-1c (SREBP-1c), while the overexpression of
MST1 mediated by the HCP/MST1 delivery system successfully inhibited
hepatic steatosis and maintained lipid homeostasis in NAFLD mice by
acting on the AMPK/SREBP-1c signaling axis (Scheme ). Analysis of clinical NAFLD samples further
confirmed the potential of MST1 as an intervention for the treatment
of NAFLD. This research supplies an appropriate strategy in the treatment
of NAFLD with a Hep@PGEA-based MST1 gene intervention system.
Scheme 1
Schematic Diagram Illustrates the Redox-Unlockable Hep@PGEA Vector-Mediated
MST1 or siMST1 Delivery for the Gene Intervention of NAFLD
Results
Preparation and Characterization of Hep@PGEA
Vector
We first prepared and characterized the Hep@PGEA vector
with a negatively charged heparin core that was cross-linked by redox-sensitive
disulfide bonds. The particle size of the obtained Hep@PGEA vector
was ∼180 nm and the surface determined by the ζ-potential
was ∼25 mV (Figure a). The condensing ability of the Hep@PGEA vector to MST1
plasmid was subsequently evaluated via an electrophoretic mobility
retardation assay. The Hep@PGEA vector effectively condensed the MST1
plasmid at an N/P ratio of 2 (Figure b). The particle sizes and ζ-potentials of the
complexes decreased with the increase in N/P ratios and then remained
nearly constant (Figure a).
Figure 1
Biophysical properties of the Hep@PGEA vector and gene expression
assays in vitro. (a) Particle sizes and ζ-potentials of the
Hep@PGEA complexes with or without condensing the MST1 plasmid. (b)
Electrophoretic mobility retardation assays mediated by Hep@PGEA for
delivering the MST1 plasmid before and after reduction at various
N/P ratios. (c–e) Cytotoxicity, luciferase expression, and
green fluorescent protein (GFP) expression in HepG2 and AML-12 cell
lines mediated by different vectors. (f) mRNA level of MST1 with various
treatments. (g, h) MST1 protein levels with various treatments (n = 4, *p < 0.05, #p < 0.01; control vs blank, HCP/MST1 vs HCP/pDNA, HCP/siMST1 vs
HCP/pDNA; pDNA, negative control plasmid; MST1, functional plasmid-encoding
MST1 protein; siMST1, functional plasmid-encoding siRNA of MST1; CD-PGEA,
β-CD based cationic PGEA polymer; PEI, Mw ∼25 kDa).
Biophysical properties of the Hep@PGEA vector and gene expression
assays in vitro. (a) Particle sizes and ζ-potentials of the
Hep@PGEA complexes with or without condensing the MST1 plasmid. (b)
Electrophoretic mobility retardation assays mediated by Hep@PGEA for
delivering the MST1 plasmid before and after reduction at various
N/P ratios. (c–e) Cytotoxicity, luciferase expression, and
green fluorescent protein (GFP) expression in HepG2 and AML-12 cell
lines mediated by different vectors. (f) mRNA level of MST1 with various
treatments. (g, h) MST1 protein levels with various treatments (n = 4, *p < 0.05, #p < 0.01; control vs blank, HCP/MST1 vs HCP/pDNA, HCP/siMST1 vs
HCP/pDNA; pDNA, negative control plasmid; MST1, functional plasmid-encoding
MST1 protein; siMST1, functional plasmid-encoding siRNA of MST1; CD-PGEA,
β-CD based cationic PGEA polymer; PEI, Mw ∼25 kDa).The negative core of the Hep@PGEA vector was cross-linked
by redox-sensitive
disulfides and the vector can be unlocked by reductants in cells like
GSH. The unlocked highly negative charged free heparin competitively
interacted with a positively charged CD-PGEA shell and accelerated
the release of condensed plasmids in the shell, which finally results
in the redox-responsive release of condensed plasmids. The reductant
(10 mmol/L GSH) was added to evaluate the ability of the Hep@PGEA
vector for the self-accelerating release of the MST1 plasmid. Hep@PGEA
released the condensed MST1 plasmid while it was exposed to reductant
(Figure b). The particle
size of the HCP/MST1 complexes (Hep@PGEA/MST1 complexes, the Hep@PGEA
vector condensed with plasmid-encoding MST1 protein) increased from
180 to 660 nm (N/P = 15) and the ζ-potential changed from positive
to negative (from 25 to −27 mV, N/P = 15; Figure a).
Hep@PGEA Vector is a Successful Gene Vector
for Lliver-Related Cells
The cytotoxicity of the HCP/pDNA
complexes (Hep@PGEA/pDNA complexes, the Hep@PGEA vector condensed
with negative control plasmid) at various N/P ratios was evaluated
via MTT assay in HepG2 and AML-12 cell lines (Figures c and S1). In
comparison with the PEI/pDNA complexes at the same N/P ratios, HCP/pDNA
and CD-PGEA/pDNA showed higher cell viability, especially when the
administrated concentration was high (Figure S1).Transfection efficiency of Hep@PGEA was assessed by delivering
pDNA (Figure d). PEI/pDNA
and CD-PGEA/pDNA complexes mediated transfection efficiencies were
also estimated for comparisons. The transfection efficiency increased
with the increase in N/P ratios and later, stayed constant or decreased
while the N/P ratio continued to increase.Plasmid-encoding
green fluorescent protein (GFP) was delivered
and observed in both cell lines (Figure e). The percentages of GFP-positive cells
in the Hep@PGEA, CD-PGEA, and PEI groups in the HepG2 cell line were
31 ± 1, 13 ± 2, and 23 ± 2%, respectively, while they
were 36 ± 2, 25 ± 2, and 18 ± 1%, respectively, in
the AML-12 cell line. More positive cells were observed in the Hep@PGEA-treated
group than in groups treated with CD-PGEA and PEI, which was per the
luciferase expression results shown in Figure d.The above experiments have proved
that the unlockable Hep@PGEA
vector performed better than CD-PGEA and PEI by delivering model plasmids.
We further confirmed the efficiency of the Hep@PGEA vector in delivering
different plasmids using cellular uptake assays (Figure S2). No significant difference in fluorescent signals
was observed in AML-12 cells treated with HCP/pDNA complexes (condensing
YOYO-1 labeled negative control plasmid pDNA), HCP/MST1 complexes
(condensing YOYO-1 labeled MST1 plasmid), and HCP/siMST1 complexes
(condensing YOYO-1 labeled siMST1 plasmid). The corresponding flow
cytometry analysis confirmed the endocytosis results. The cellular
uptake results indicated that the Hep@PGEA vector can also efficiently
deliver MST1 and siMST1 plasmids.To determine whether Hep@PGEA-delivered
functional plasmids can
efficiently regulated the expression of targeted MST1, we added well-mixed
HCP/MST1 or HCP/siMST1 complexes (Hep@PGEA/siMST1 complexes, the Hep@PGEA
vector condensed with plasmid-encoding siRNA of MST1) to the AML-12
cells in the presence or absence of 250 μM palmitic acid (PA),
a commonly recognized NAFLD cell model.[14] As shown in Figure f–h, the mRNA and protein levels of MST1 in AML-12 cells were
significantly inhibited by PA. Interestingly, the Hep@PGEA vector
successfully delivered both MST1 plasmid and siMST1, as indicated
by the significant increase in MST1 mRNA and protein expression in
the HCP/MST1 group and the significant decrease in the HCP/siMST1
group owing to the intervention of PA.
Hep@PGEA-Based Delivery System Regulates Hepatocyte
Lipid Stacking via the AMPK/SREBP-1c Signaling Axis
To reveal
that MST1, an energy sensor, is required for hepatic lipid homeostasis,
we retrieved the human SREBP-1c or FAS promoter and clarified the
components that targeted the MST1 effect. In HepG2 cells, MST1 significantly
suppressed the transcriptional activation of wild type (WT) SREBP-1c
promoter (−257/+90) (Figure S3a).
The disruption of the SRE base order in the same promoter enhanced
basal gene transcription and prevented the changes induced by MST1
(Figure S3a). MST1 overexpression also
suppressed FAS promoter (−166/0) transcriptional activity,
an effect that was inhibited by the destruction of the SRE base in
the FAS promoter (Figure S3b). Moreover,
hepatic MST1 knockdown significantly increased the basal activity
of SREBP-1c and FAS promoters (Figure S3c,d). Interestingly, dominant-negative MST1 (DN-MST1 or MST1 K59R) disrupts
WT MST1′s ability to increase endogenous SREBP-1c and FAS transcription
and expression (Figure S3e,f). Furthermore,
our CHIP assay results indicated that the combination of SREBP-1 to
the SRE motif in the SREBP-1c and FAS promoters decreased upon MST1
overexpression but increased upon MST1 knockdown (Figure S3g,h). The above results show that the SRE base order
is responsible for the SREBP-1c and FAS transcription suppression
of MST1.We hypothesized that MST1 may suppress SREBP-1c activity
through protein interactions and/or phosphorylation. When five overlapping
Myc-tagged SREBP-1c regions (peptides F1-F5) were immunoprecipitated,
HA-tagged MST1 precipitated with the following two peptides: F1 (1–231
aa) and F2 (223–445 aa), both of which contain the SREBP-1c
nuclear form domain (Figure S4a). These
results indicate that MST1 is not only combined with the SREBP-1c
precursor, but also with the nuclear form of the protein. We therefore
searched for consensus MST1 recognition sites within the human SREBP-1c
sequence. Bioinformatics analysis intended to identify putative MST1
phosphorylation sites within the human SREBP-1c aa sequence identified
serine 372 (Ser372), located in the N-terminal region of SREBP-1c
F2 (Figure S4b). As shown in Figure S4c,d, the WT nuclear forms of SREBP-1c,
including the phosphorylated S372D mutant, were directly and potently
phosphorylated by MST1 in vitro and in vivo. The S372A mutation eliminated
MST1-induced SREBP-1c phosphorylation. Importantly, MST1 phosphorylated
SREBP-1c at Ser372 in both the cytoplasm and the nucleus, showing
that the N-terminal area of MST1 is necessary for its protein kinase
domain function (Figure S4d). Moreover,
Ser372 phosphorylation was ablated by the MST1 K59R mutant plasmid
in vitro and in vivo (Figure S4e,f). These
results were confirmed by those of our immunoblotting and fluorescent
protein analyses, indicating that MST1 specifically phosphorylates
Ser372 (Figures S5–S7). These data confirm that MST1, as an upstream kinase, is of great
significance in endogenous SREBP-1c phosphorylation.Taken together,
the above findings indicate that MST1 is sufficient
to downregulate SREBP-1-dependent fat genetic transcription in liver
cells to inhibit DNL, which is essential for NAFLD attenuation. Targeting
MST1 may represent a feasible and effective strategy for combating
NAFLD. We have demonstrated that Hep@PGEA successfully delivered the
MST1 or siMST1 nucleic acid to regulate the MST1 level (Figure f–h). Then we verify
the therapeutic capacity of Hep@PGEA-Based MST1 delivery systems in
vitro. HCP/MST1 complexes inhibited SREBP-1c transcription by stimulating
the phosphorylation of SREBP-1c phosphate, reducing the expression
of FAS. The complexes also affected the phosphorylation of AMPK and
acetyl-coA carboxylase (ACC), leading to increased CPT-1a expression
and fatty acid oxidation in hepatocytes (Figure a–c). Immunofluorescence analysis
further confirmed the regulating abilities of Hep@PGEA/MST1 and Hep@PGEA/siMST1
complexes (Figure d).
Figure 2
HCP/MST1 and HCP/siMST1 regulate lipid accumulation via the AMPK/SREBP-1c
signaling axis in AML-12 cells in the presence of 250 μM PA.
(a) mRNA expression of lipogenic genes with different treatments.
(b, c) Lipogenic protein levels in different groups. (d) Immunofluorescence
analysis for MST1 (red), SREBP-1c (red) and FAS (red). (e, f) Cellular
lipid accumulation and qualification determined by Oil Red O staining.
(g) Intracellular triglyceride levels determined by enzymatic analysis
(n = 3–4, *p < 0.05, #p < 0.01; control vs HCP/pDNA, HCP/MST1 vs HCP/pDNA,
HCP/siMST1 vs HCP/pDNA; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1).
HCP/MST1 and HCP/siMST1 regulate lipid accumulation via the AMPK/SREBP-1c
signaling axis in AML-12 cells in the presence of 250 μM PA.
(a) mRNA expression of lipogenic genes with different treatments.
(b, c) Lipogenic protein levels in different groups. (d) Immunofluorescence
analysis for MST1 (red), SREBP-1c (red) and FAS (red). (e, f) Cellular
lipid accumulation and qualification determined by Oil Red O staining.
(g) Intracellular triglyceride levels determined by enzymatic analysis
(n = 3–4, *p < 0.05, #p < 0.01; control vs HCP/pDNA, HCP/MST1 vs HCP/pDNA,
HCP/siMST1 vs HCP/pDNA; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1).We next examined the lipid content in hepatocytes
to investigate
the therapeutic ability of the Hep@PGEA-based MST1 delivery system.
Oil Red O staining results indicated that HCP/MST1 complexes could
significantly reduce lipid accumulation in AML-12 cells exposed to
PA conditions, while the intracellular triglyceride (TG) level was
also reduced (Figure e–g). These results proved that Hep@PGEA can efficiently deliver
MST1 or siMST1 into hepatocytes and successfully regulate lipid accumulation
in steatosis hepatocytes, which indicates its considerable potential
in restoring hepatic steatosis for NAFLD therapy.
Hep@PGEA Successfully Delivered Functional
Nucleic Acids to the NAFLD Mouse Liver
A group of mice was
set up an NAFLD model under the feeding conditions of high-fat diet
(HFD). The HCP/MST1 group was administered HCP/MST1 complexes, and
the control group was administered PBS (Figure a). The liver enrichment and changes following
the HCP/MST1 complex administration over time were photographed (Figure b,c). The fluorescent
signals in the kidney and other organs in NAFLD mice were weak. The
fluorescence of the NAFLD mouse liver indicated considerable accumulation
of HCP/MST1 complexes, which first increased and then decreased with
time (Figure b–d).
Figure 3
In vivo
distribution of HCP/MST1 complexes in NAFLD mice. (a) Diagram
of the injection models of HCP/MST1 complexes. (b) HCP/MST1 fluorescent
enrichment levels at different times. (c, d) HCP/MST1 in mouse liver
fluorescent enrichment levels at different times (n = 3, #p < 0.01; MST1, MST1 protein-coding plasmid).
In vivo
distribution of HCP/MST1 complexes in NAFLD mice. (a) Diagram
of the injection models of HCP/MST1 complexes. (b) HCP/MST1 fluorescent
enrichment levels at different times. (c, d) HCP/MST1 in mouse liver
fluorescent enrichment levels at different times (n = 3, #p < 0.01; MST1, MST1 protein-coding plasmid).
Hep@PGEA Vector-Mediated NAFLD Gene Therapy
In Vivo
The Hep@PGEA vector has been proven to efficiently
deliver both MST1 and siMST1 for the intervention of NAFLD in vitro,
and the abundant accumulation of the Hep@PGEA-based delivery system
in the liver further confirmed its potential for use in NAFLD therapy
(Figure ). NAFLD mice
were divided into different groups and treated with PBS as the control
group, Hep@PGEA/pDNA complexes (pDNA, nonfunctional plasmid) as the
HCP/pDNA group, Hep@PGEA/MST1 complexes (MST1, MST1 protein-coding
plasmid) as the HCP/MST1 group, and Hep@PGEA/siMST1 complexes (siMST1,
function plasmid-encoding siRNA of MST) as the HCP/siMST1 group. The
mice fed with a normal diet were retained as the sham group (Figure a).
Figure 4
Reversible regulation
of NAFLD with HCP/MST1 or HCP/siMST1 complexes.
(a) Schematic diagram for injection models of HCP/MST1 or HCP/siMST1
or HCP/pDNA in NAFLD mice. C57BL/6 mice were fed a high-fat diet for
12 weeks before being injected with HCP/MST1 or HCP/siMST1 for 3 weeks.
The tissues were harvested 6 weeks after NAFLD. (b) Phenotypic pattern
of liver tissue captured by a digital camera. (c, d) Changes in body
weight and liver weight/body weight in each group with various treatments.
(e) Fasting blood glucose level. (f) Serum insulin levels. (g) Homeostasis
model assessment-insulin resistance (HOMA-IR) level (h) ITT, insulin
tolerance test. (i, j) Serum ALT and AST levels. (k–p) Lipid
content in liver and serum (n = 3–6, *p < 0.05, #p < 0.01; control vs sham,
HCP/MST1 vs HCP/pDNA, HCP/siMST1 vs HCP/pDNA. Sham: mice fed with
a normal chow diet; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1; ALT: alanine
transaminase, AST: aspartate transaminase).
Reversible regulation
of NAFLD with HCP/MST1 or HCP/siMST1 complexes.
(a) Schematic diagram for injection models of HCP/MST1 or HCP/siMST1
or HCP/pDNA in NAFLD mice. C57BL/6 mice were fed a high-fat diet for
12 weeks before being injected with HCP/MST1 or HCP/siMST1 for 3 weeks.
The tissues were harvested 6 weeks after NAFLD. (b) Phenotypic pattern
of liver tissue captured by a digital camera. (c, d) Changes in body
weight and liver weight/body weight in each group with various treatments.
(e) Fasting blood glucose level. (f) Serum insulin levels. (g) Homeostasis
model assessment-insulin resistance (HOMA-IR) level (h) ITT, insulin
tolerance test. (i, j) Serum ALT and AST levels. (k–p) Lipid
content in liver and serum (n = 3–6, *p < 0.05, #p < 0.01; control vs sham,
HCP/MST1 vs HCP/pDNA, HCP/siMST1 vs HCP/pDNA. Sham: mice fed with
a normal chow diet; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1; ALT: alanine
transaminase, AST: aspartate transaminase).As shown by the liver morphology studies, compared
to sham mice,
the livers of NAFLD mice in the control group were larger and the
surface was covered with fine yellow lipid particles. The accumulation
of lipid droplets on the liver surface in the HCP/siMST1 group was
more serious, while fewer lipid droplets were observed on the liver
surface in the HCP/MST1 group (Figure b). The changes in body weight and liver weight/body
weight of mice were similar between groups (Figure c,d).Insulin resistance (IR) is the
classic hypothesis of NAFLD pathogenesis,
which causes lipid accumulation in liver cells and leads to increased
sensitivity of the liver to internal factors.[11] Therefore, inhibiting liver IR is a powerful initiative for treating
NAFLD. The FBG and insulin levels in the control group were remarkably
higher than those in the sham group and were further increased in
the HCP/siMST1 group but significantly decreased in the HCP/MST1 group
(Figure e,f). The
homeostasis model assessment-insulin resistance (HOMA-IR) value in
the HCP/MST1 group of the NAFLD mice decreased significantly (Figure g). The analysis
of the oral glucose tolerance test (OGTT) (Figure S8) and insulin tolerance test (ITT) (Figure h) implied that the glucose clearance rate
of mice in the control group was highly lower than that in the sham
group.We also tested the serum alanine transaminase (ALT) and
aspartate
transaminase (AST) levels to evaluate liver damage. As shown in Figure i,j, ALT and AST
levels in the control group were higher than those in the sham group.
The ALT and AST levels increased significantly in the HCP/siMST1 group
but decreased significantly in the HCP/MST1 group. Lipid content in
the liver and the serum was also evaluated (Figure k–p). Compared with the sham group,
the mice with NAFLD in the control group exhibited more hepatic lipid
deposits, which were mainly reflected in high levels of triglyceride
(TG), total cholesterol (TC), and low-density lipoproteins (LDL).
The Hep@PGEA/MST1 delivery system significantly reduced the TG, TC,
and LDL levels in NAFLD mice. These results not only certificated
the Hep@PGEA vector capable of providing functional nucleic acids
for NAFLD regulation but also proved that Hep@PGEA/MST1 complexes
can improve IR to reduce the liver damage caused by hepatic steatosis,
which offers a promising option for NAFLD treatment.
Hep@PGEA-Based MST1 or siMST1 Delivery System
Regulates NAFLD via the AMPK/SREBP-1c Signaling Axis
Based
on the findings regarding the regulatory ability of the Hep@PGEA-based
delivery system in NAFLD therapy, we next analyzed the signaling axis
to confirm its efficiency (Figure ). Compared with the control group, the phosphorylation
level of SREBP-1c, AMPK, and ACC was inhibited, and the expression
of FAS was increased considerably when the MST1 expression was downregulated
with Hep@PGEA/siMST1 complexes in the HCP/siMST1 group (Figure a–c). MST1 expression
was upregulated in the liver of the NAFLD mice administered with Hep@PGEA/MST1
complexes, and this benefited the phosphorylation of SREBP-1c at Ser372
to suppress the SREBP-1c cleavage and nuclear translocation, promoted
the phosphorylation of AMPK, and reduced the expression of FAS in
hepatocytes (Figure a–c). Immunohistochemistry analysis further confirmed the
changes in the MST1, SREBP-1c, and FAS protein levels (Figure d). H&E and Oil Red O staining
results confirmed that Hep@PGEA/MST1 complex-treated NAFLD mice (HCP/MST1)
exhibited clear hepatic cell cords, complete liver lobular structures,
less liver injury, and fewer small bladder lipid droplets (Figure e). These results
indicate that Hep@PGEA vectors successfully deliver MST1 or siMST1
for NAFLD intervention through the AMPK/SREBP-1c signaling axis. The
HEP@PGEA-based MST1 delivery system can reduce liver lipid biosynthesis
and regulate hepatic lipid metabolism through promoting SREBP-1c and
AMPK phosphorylation, thereby providing a hopeful choice for NAFLD
treatment.
Figure 5
Hep@PGEA-based MST1 or siMST1 delivery system regulates NAFLD via
the AMPK/SREBP-1c signaling axis. (a) mRNA levels of lipogenic genes
in the liver. (b, c) Western blot (WB) analysis of MST1 and related
protein expression levels in the liver. (d) Representative IHC images
of lipogenic key factors in the liver. (e) H&E and Oil Red O staining
of mouse liver (n = 3–4, *p < 0.05, #p < 0.01; HCP/MST1 vs HCP/pDNA,
HCP/siMST1 vs HCP/pDNA; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1).
Hep@PGEA-based MST1 or siMST1 delivery system regulates NAFLD via
the AMPK/SREBP-1c signaling axis. (a) mRNA levels of lipogenic genes
in the liver. (b, c) Western blot (WB) analysis of MST1 and related
protein expression levels in the liver. (d) Representative IHC images
of lipogenic key factors in the liver. (e) H&E and Oil Red O staining
of mouse liver (n = 3–4, *p < 0.05, #p < 0.01; HCP/MST1 vs HCP/pDNA,
HCP/siMST1 vs HCP/pDNA; pDNA, nonfunctional plasmid; MST1, MST1 protein-coding
plasmid; siMST1, functional plasmid-encoding siRNA of MST1).
Biosafety of the Hep@PGEA-Mediated Gene Delivery
Stragety
One of the key factors that limit the application
of polycation vectors is their toxicity in vivo. We analyzed the toxicity
caused by various treatments to evaluate the potential of the Hep@PGEA
vector in NAFLD therapy. The body weight of each group was measured
for 3 weeks after injection. The data shown in Figure b indicates no significant weight loss. Organs,
including the heart, spleen, lung, kidney, and pancreas, from different
groups, were also sectioned and stained with H&E. No abnormalities
of the histological structure were observed in the organs (Figure a). Biochemistry
tests including liver function (ALT and AST levels), cardiac toxicity
(CK level), and renal function (BUN and CRE levels) tests were also
performed. In HFD-induced NAFLD mice, ALT and AST levels were elevated,
indicating that HFD accelerates liver IR. Moreover, the administration
of Hep@PGEA/MST1 complexes significantly weakened the liver IR caused
by NAFLD and restored liver function (Figure i,j). No statistically significant difference
in CK, BUN, and CRE levels was observed in any of the groups (Figure b). These results
suggest that systemic administration of Hep@PGEA/MST1 complexes efficiently
inhibits HFD-induced NAFLD development without causing significant
toxicity.
Figure 6
(a) Representative images of H&E staining of main organs. (b)
Plasma biochemical tests of creatine kinase (CK), blood urea nitrogen
(BUN), and creatinine (CRE).
(a) Representative images of H&E staining of main organs. (b)
Plasma biochemical tests of creatine kinase (CK), blood urea nitrogen
(BUN), and creatinine (CRE).
Analysis of NAFLD Patient Samples
To investigate the possibility of clinical application of gene therapy
targeting MST1 for NAFLD patients, we then analyzed liver tissues
of healthy people and NAFLD patients. The hepatic steatosis was confirmed
by H&E staining (Figure S9). The mRNA
levels of MST1 and lipogenic genes in the patients with NAFLD were
significantly changed compared to those of healthy people (normal
group) (Figure a).
The expression of MST1 protein in the cytoplasm and nucleus of NAFLD
patients was reduced (Figure b–d). The phosphorylation levels of SREBP-1c, AMPK,
and ACC were decreased, while the level of FAS was markedly elevated
in patients with NAFLD (Figure b–d). These findings are consistent with those of NAFLD
mice models. Taken together, our results demonstrated that Hep@PGEA-based
delivery of MST1 in vivo is a promising therapeutic option for patients
with NAFLD.
Figure 7
Hepatic MST1 expression and lipogenic factors in patients with
NAFLD. (a) mRNA levels of MST1 and lipogenic genes. (b–d) Protein
levels of MST1 and lipogenic proteins (n = 3, *p < 0.05, #p < 0.01; normal vs NAFLD).
Hepatic MST1 expression and lipogenic factors in patients with
NAFLD. (a) mRNA levels of MST1 and lipogenic genes. (b–d) Protein
levels of MST1 and lipogenic proteins (n = 3, *p < 0.05, #p < 0.01; normal vs NAFLD).
Discussion
This study reveals the therapeutic
benefits of the Hep@PGEA-based
MST1 (HCP/MST1) gene delivery system on nonalcoholic fatty liver disease
(NAFLD) by the AMPK/SREBP-1c pathway. We found that the HCP/MST1 complexes
significantly improved liver insulin resistance (IR), repressed hepatic
lipogenesis, and promoted liver fat oxidation, while Hep@PGEA-based
siMST1 (HCP/siMST1) gene delivery exacerbated the NAFLD process.The most prominent metabolic characteristic of NAFLD is the DNL
or IR effect.[25−27] Another typical metabolic change characteristic of
fatty hepatocytes is an abnormal increase of transcription factors,
such as SREBP, liver X receptor (LXR)/retinoid X receptor (RXR), and
peroxisome proliferator-activated receptor γ (PPARγ)/PPARγ
coactivator-1β (PGC-1β).[28−31] As fatty acids are essential
constituents of biological membrane lipids, NAFLD progression occurs
only when there is excessive intracellular accumulation. DNL is triggered
by upregulated transcription factor SREBP-1c during NAFLD progression.[28,32]Studies have reported that MST1 exerts a protective effect
on NAFLD
through Sirt1 ubiquitination.[19] Our previous
studies also prove that the excessive expression of MST1 in the liver
caused changes in the AMPK/SREBP-1c signaling cascade, which subsequently
affects CPT-1α and FAS levels and reduces the accumulation of
liver lipids.[15] In summary, we propose
that targeting MST1 in the AMPK/SREBP-1c signaling axis may represent
a practicable and effective policy for combating NAFLD.Due
to various obstacles in vivo, vectors were needed for delivering
and protecting functional nucleic acids prior to releasing them. Polycation-based
vectors have attracted widespread attention, especially the ethanolamine
(EA)-modified poly(glycidyl methacrylate) (PGEA) vectors with abundant
hydroxyl groups for extended circulation.[22] The recently developed Hep@PGEA vector with self-accelerating release
for condensed nucleic acids in response to reductants in cells (such
as GSH) showed impressive performance in the treatment of both cardiovascular
disease and cancer as a gene vector for either RNA or DNA.[23,24] In this study, we focused on whether Hep@PGEA vectors efficiently
delivered the MST1 or siMST1 functional for NAFLD regulation, and
how HCP/MST1 or HCP/siMST1 complexes regulated liver function in NAFLD
mouse models by modulating the AMPK/SREBP-1c signaling axis (Scheme ).We first
proved that the Hep@PGEA vector successfully delivered
and released MST1 and siMST1 for the intervention of NAFLD via the
AMPK/SREBP-1c signaling axis in vitro (Figures and 2). Then, the
HCP/MST1 complexes were administered to HFD-induced NAFLD mice models
as the representative and corresponding accumulations of HCP/MST1
complexes in the liver were recorded. Significant and sustained signals
were observed in the liver (Figure ). The significant accumulation confirmed the high
enrichment as well as the long retention time of HCP/MST1 complexes
in mouse liver, which proved the potential of the Hep@PGEA vector
in delivering MST1 for NAFLD therapy. The plentiful hydroxyl groups
in the Hep@PGEA vector can form a hydrating layer that surrounds the
HCP/MST1 complexes, which hinder protein absorption on the complexes
and protect them from clearance by mononuclear phagocytes. Thus, the
HCP/MST1 complexes showed extended circulation and retention times
in vivo,[22] which will further benefit Hep@PGEA-based
gene therapy for NAFLD in vivo.Hep@PGEA/MST1 or Hep@PGEA/siMST1
complexes were administered to
HFD-induced NAFLD mice through tail venous retransmission for 3 weeks.
The organs were collected and analyzed after various treatments (Figures –6). We found that the accumulation of lipids on the
liver is more serious in the HCP/siMST1 group, while the HCP/MST1
group effectively alleviates the damage (Figure ). We also proved that the HCP/MST1 complex
treatment suppresses the transcription of SREBP-1c to suppress the
expression of FAS, stimulates AMPK phosphorylation to increase CPT-1a
expression, and finally, reduces the synthesis of liver fat and accelerates
the oxidation of liver fatty acids (Figure ). These results can be attributed to the
high level of accumulation and long retention time of the Hep@PGEA-based
delivery system. High redox components (such as GSH) also contribute
to the release of condensed nucleic acids (Figure a,b), which further improve the efficiency
of Hep@PGEA vectors and provide impressive intervention results without
inducing significant abnormal changes in the organs (Figure ).To confirm the clinical
relevance of this study, we analyzed a
set of NAFLD patient samples (Figure ). RT-PCR, WB, and immunohistochemical analyses confirmed
the influence of the AMPK/SREBP-1c signaling axis on the progression
of NAFLD in humans, which is consistent with our experiment results.
The value of MST1 in the development of liver fat degeneration in
NAFLD patients was also confirmed, suggesting that the Hep@PGEA-based
MST1 gene delivery might be a potential therapeutic option to reduce
liver lipid accumulation, ameliorate liver injury, and treat clinical
NAFLD.
Conclusions
In this study, we proposed
and proved the application of the Hep@PGEA-based
MST1 gene delivery system (HCP/MST1) for NAFLD gene therapy. The Hep@PGEA
vector can efficiently transport condensed functional nucleic acids
into the NAFLD mouse liver, following which the high redox levels,
such as GSH, in the liver, further accelerate the release of condensed
nucleic acids due to the redox-triggered unlockable structure of the
Hep@PGEA vector. We also demonstrated that the HCP/MST1 complexes
significantly improved liver IR sensitivity and reduced liver damage
and liver lipid accumulation by adjusting the AMPK/SREBP-1c signaling
pathway, providing a potential strategy for NAFLD therapy without
any significant toxicity. The analysis of NAFLD patient samples further
proved the important value of MST1 in the progress of liver fat degeneration
in NAFLD patients. The study indicates that MST1-based gene intervention
is of great potential for clinical NAFLD therapy and that the Hep@PGEA
vector provides a promising option for NAFLD gene therapy, thus reducing
the NAFLD burden.
Experimental Section
Reagents and Antibodies
Branched
polyethylenimine (PEI, MW ∼25000
Da), tetrabutylammonium chloride (TBA, 98%), α-lipoic acid (LA,
99%), 4-(dimethylamino)-pyridine (DMAP, 98%), streptomycin, penicillin,
dicyclohexylcarbodiimide (DCC, 98%), sodium borohydride (NaBH4, 98%),
and palmitic acid were obtained from Sigma-Aldrich Chemical Co. Methylthiazolyldiphenyl-tetrazolium
bromide (MTT, 98%) was purchased from Energy & Chemical Co., Ltd.
Renilla luciferase assay kits and dual-luciferase reporter assay kits
were purchased from Promega. The triglyceride and cholesterol assay
kits were gained from Applygen Technologies Inc., Beijing, China.
TRIzol and lipofectamine 3000 transfection reagent were purchased
from Invitrogen.Anti-SREBP-1c antibody (#14088-1-AP) was purchased
from Proteintech. Anti-MST1 (#3682), anti-AMPK (#5831), anti-phospho-AMPK
(#2535), anti-phospho-SREBP-1c (#9874), anti-Acetyl-CoA carboxylase
(ACC) (#3662), and anti-phospho-ACC (#3661) antibodies were obtained
from Cell Signaling Technology. Anti-FAS antibody (#Ab22759) was purchased
from Abcam (Cambridge, UK).
Construction and Characterization of MST1
Overexpression and RNA Interference Nucleic Acids
Overexpression
plasmid and RNA interference nucleic acids were constructed to upregulate
or downregulate the level of MST1. Primers were designed to amplify
mouse full-length MST1 cDNA and infixed into the lentivirus overexpression
vector pCDNA3 between the Nhe I and Sal I sites. Meanwhile,
the shRNA sequence was synthesized and infixed into the pGreenPuro
vector to obtain siMST1 (encoding MST1 siRNA) or siCtrl (encoding
negative control siRNA). The primers used in this process are listed
in Table S1. Empty or MST1 plasmids, siCtrl,
or siMST1 was transfected into mouse normal liver cells (AML-12 cells)
separately with transfection reagent under the guidance of the instructions.
Preparation of Charge-Reversal Heparin-Based
Gene Vector in Response to Reductants
As reported earlier,
negatively charged heparin locked by disulfides as a core in the Hep@PGEA
vector endows the vector with the charge-reversal ability required
for the self-accelerating release of condensed nucleic acids.[24] The Hep@PGEA vector was prepared as has been
described previously.[24] The heparin nanoparticles
obtained were called HepNPs. Cationic PGEA was then prepared via a
ring-opening reaction of the β-CD-cored poly(glycidyl methacrylate)
with EA (CD-PGEA). The core–shell nanocomplex Hep@PGEA was
prepared at a weight ratio of 5 (WCD-PGEA/WHepNP) and used for the
following investigations.
Biophysical Characterization of the Hep@PGEA
Vector
Plasmid-encoding MST1 protein was used for biophysical
characterization of the Hep@PGEA vector as a representative. To determine
the condense and release ability of the Hep@PGEA vector for MST1,
a ζ-sizer Nano ZS was used to confirm the particle size and
ζ-potential of Hep@PGEA/MST1 at different Hep@PGEA to MST1 ratios.[24] The Hep@PGEA to MST1 ratio was expressed as
the ratio of nitrogen (N) in CD-PGEA to phosphorus (P) in MST1 plasmid
(or termed as the N/P ratio).
Cytotoxicity Assays
Immortalized
AML-12 cells were cultured in a DMEM/F12 medium (Hyclone) containing
10% FBS (Gibco), 100 U/mL penicillin, and 100 μg/mL streptomycin
(PS) in an incubator at 37 °C and 5% CO2 atmosphere.
Additionally, HepG2 cells were cultured in DMEM containing FBS and
PS under the same conditions.The viability of the HepG2 and
AML-12 cell lines was evaluated to assess the potential of Hep@PGEA
as a delivery vehicle for NAFLD. Briefly, the cells were inoculated
in 96-well plates and cultivated for 24 h. Two concentrations of the
polycation/pDNA complexes at different N/P ratios were prepared and
added to the wells. Different concentrations of complexes were obtained
by adjusting the administered quantity of pDNA (0.33 μg of pDNA/well
for 1× and 1 μg of pDNA/well for 3×).[24]
Transfection Assays
For transfection
assays, HepG2 or AML-12 cells were seeded into 24-well plates at a
density of 5 × 104 cells per well and cultured for
24 h. Two concentrations of the polycation/pDNA complexes at different
N/P ratios were added to the wells and incubated for 18 h, and the
concentration was determined based on the dose of pDNA (1× contained
1 μg of pDNA/well and 3× contained 3 μg of pDNA/well).
Corresponding transfection efficacy was measured using a Renilla luciferase
assay kit.[22]To confirm the transfection
efficiency of the Hep@PGEA vector, we examined the enhanced green
fluorescent protein (EGFP) expression in the HepG2 or AML-12 cell
lines induced by Hep@PGEA, CD-PGEA, and PEI at the N/P ratios of 15,
15, and 10 (containing 3 μg of pEGFP/well). EGFP signals were
observed and imaged using a fluorescent microscope. The above experiments
demonstrate the advantages of the Hep@PGEA vector in delivering the
genetic material to liver-related cells.
Functional Nucleic Acids Delivered with the
Hep@PGEA Vector In Vitro
AML-12 cells were then seeded in
a six-well plate and cultured for 24 h at a density of 4 × 105. They were then serum-starved for 2 h and treated for 18
h in a serum-free medium of phosphate-buffered saline (control group),
Hep@PGEA/pDNA complexes (N/P = 15, containing 3 μg of pDNA,
HCP/pDNA group), Hep@PGEA/MST1 complexes (N/P = 15, containing 3 μg
of MST1, HCP/MST1 group), and Hep@PGEA/siMST1 complexes (N/P=15, containing
3 μg of siMST1, HCP/siMST1 group).The expression of MST1
was evaluated to confirm the efficiency of Hep@PGEA-delivered MST1
or siMST1 using RT-PCR assay and WB. Moreover, immunofluorescence
was used to detect the MST1 and lipogenic markers. Briefly, after
the treated cells were fixed with 4% paraformaldehyde, cell membrane
permeability treatment was carried out successively; 5% bovine serum
albumin was blocked; cells were incubated with anti-MST1, anti-FAS,
or anti-SREBP-1c antibodies overnight and then with goat Anti-Rabbit
IgG H&L (Alexa Fluor 568) for 1 h; nuclear staining was performed;
and then, an electron fluorescence microscope was used to collect
and analyze the images.Oil Red O staining was performed and
intercellular triglyceride
content was detected according to the manufacturer’s instructions
to evaluate the accumulation of liver cell lipids to confirm the efficiency
of the Hep@PGEA vector in delivering MST1 or siMST1 to upregulate
or downregulate the MST1 protein level in NAFLD therapy.
Accumulation of Hep@PGEA-Mediated MST1 Gene
Delivery in NAFLD Mice
All animal experiment actions involved
in the study were authorized by the Animal Care and Use Committee
of the Institute of experimental animals, Chinese Academy of Medical
Sciences and Beijing Union Medical College (yzw19006).NAFLD
mice were used to evaluate the accumulation of Hep@PGEA-mediated MST1
gene delivery in the liver. The HCP/MST1 group mice were administered
150 μL solution of Hep@PGEA/MST1 complexes (N/P = 15, containing
30 μg of MST1 plasmid) via tail vein injection, while the control
group comprised of mice administered with an equal volume of PBS.
The Hep@PGEA vector was labeled using a Cy7 fluorescent molecule at
a weight ratio of 1000:1 (WHep@PGEA:WCy7) before condensation of MST1
plasmid. The accumulation of Hep@PGEA/MST1 complexes in mice was detected
and photographed with a Trifoil InSyTe FLECT imager (β version,
TriFoil Imaging), following previously described.[15]Mice that were fed a normal chow diet were used as
sham. The NAFLD mice were given a high-fat diet (HFD) and were divided
into four groups of 10 mice each. The control group was administered
150 μL of PBS, the HCP/pDNA group was administered 150 μL
of Hep@PGEA/pDNA complexes (N/P = 15, containing 30 μg of pDNA),
the HCP/MST1 group was administered 150 μL of Hep@PGEA/MST1
complexes (N/P = 15, containing 30 μg of MST1 plasmid), and
the HCP/siMST1 group was administered 150 μL of Hep@PGEA/siMST1
complexes (N/P = 15, containing 30 μg of siMST1 plasmid). All
of the administrations were performed via the tail vein, once a week,
for three weeks.The body weights of the mice were monitored
each week, and the fasting blood glucose (FBG) level and the glucose
tolerance and insulin tolerance levels of the mice were monitored
at the end of the experiment period as described previously..[14,15] The biochemical indexes of mouse plasma were detected by a biochemical
analyzer. The mice were subsequently sacrificed and their organs were
collected. Several sections of the livers were stored at −80
°C for RT-PCR and WB analysis, while the rest, along with the
other organs were fixed and embedded in paraffin for pathological
analysis, including H&E and immunohistochemical staining. According
to the anatomical images of mouse liver, hematoxylin–eosin
(H&E) staining and oil red O staining, observing the pathological
changes and lipid deposition of mouse liver in each group, were observed.
Immunohistochemical staining was performed as described previously[15] to detect the protein expression levels of MST1,
SREBP-1c, and FAS in mouse liver.
MST1 Expression in NAFLD Patient Liver Samples
Human liver specimens were collected from 11 patients at the Ningxia
Medical University Second Affiliated Hospital (Yinchuan, China). Experiments
involving human liver specimens were performed per the directions
of the Ethical Committee on Human Research of Ningxia Medical University
and the other participating hospitals, and the patients provided written
informed consent for the collection and use of their samples before
participating in the study (approval number: 2019-228). The steatosis
indices of these liver specimens were accessed by H&E staining.
Based on the size and number of lipid droplets present in the liver
specimens, we divided them into normal (n = 6) and
NAFLD groups (n = 5). RT-PCR, WB, and immunohistochemistry
analyses were performed to detect the MST1 expression and relative
protein levels involved in the AMPK/SREBP-1c signaling axis.
Statistical Analysis
The data were
statistically analyzed in GraphPad Prism 8 software and displayed
as mean ± SD. T-test was used for comparison
between the two groups, and one-way ANOVA was used for comparison
between multiple groups, with a statistical difference of p < 0.05.
Authors: Sebastian C Hasenfuss; Latifa Bakiri; Martin K Thomsen; Evan G Williams; Johan Auwerx; Erwin F Wagner Journal: Cell Metab Date: 2014-01-07 Impact factor: 27.287
Authors: Max C Petersen; Anila K Madiraju; Brandon M Gassaway; Michael Marcel; Ali R Nasiri; Gina Butrico; Melissa J Marcucci; Dongyan Zhang; Abudukadier Abulizi; Xian-Man Zhang; William Philbrick; Stevan R Hubbard; Michael J Jurczak; Varman T Samuel; Jesse Rinehart; Gerald I Shulman Journal: J Clin Invest Date: 2016-10-17 Impact factor: 14.808
Authors: Gordon I Smith; Mahalakshmi Shankaran; Mihoko Yoshino; George G Schweitzer; Maria Chondronikola; Joseph W Beals; Adewole L Okunade; Bruce W Patterson; Edna Nyangau; Tyler Field; Claude B Sirlin; Saswata Talukdar; Marc K Hellerstein; Samuel Klein Journal: J Clin Invest Date: 2020-03-02 Impact factor: 19.456