Abstract
Background and aim:
Non-alcoholic fatty liver disease (NAFLD) is characterized by steatosis, hepatic inflammation, and fibrosis which can develop into non-alcoholic steatohepatitis (NASH). NAFLD/NASH patients have increased ductular reaction (DR) and biliary senescence. High fat/high cholesterol diet (HFD) feeding increases biliary senescence, DR, and biliary insulin-like growth factor-1 (IGF-1) expression in mice. p16/IGF-1 converges with fork-head box transcription factor O1 (FOXO1) via E2F1. We evaluated p16 inhibition on NAFLD phenotypes and biliary E2F1/FOXO1/IGF-1 signaling. Approach: 4 wk wild-type (WT, C57BL/6J) male mice were fed control diet (CD) or HFD and received either p16 or control Vivo Morpholino (VM) by tail vein injection 2x during the 16th wk of feeding. We confirmed p16 knockdown and examined (i) NAFLD phenotypes; (ii) DR and biliary senescence; (iii) serum metabolites; and (iv) biliary E2F1/FOXO1/IGF-1 signaling. Human normal, NAFLD, and NASH liver samples and isolated cholangiocytes treated with control or p16 VM, were evaluated for p16/E2F1/FOXO1/IGF-1 signaling.
Results:
p16 VM treatment reduced cholangiocyte and hepatocyte p16. In WT HFD mice with control VM, there was increased (i) NAFLD phenotypes, (ii) DR and biliary senescence, (iii) serum metabolites, and (iv) biliary E2F1/FOXO1/IGF-1 signaling; however, p16 VM treatment reduced these parameters. Biliary E2F1/FOX-O1/IGF-1 signaling increased in human NAFLD/NASH but was blocked by p16 VM. In vitro, p16 VM reduced biliary E2f1 and Foxo1 transcription by inhibiting RNA pol II binding and E2F1 binding at the Foxo1 locus, respectively. Inhibition of E2F1 reduced biliary FOXO1, in vitro.
Conclusion:
Attenuating hepatic p16 expression may be a therapeutic approach for improving NAFLD/NASH phenotypes.
Keywords: NASH, ductular reaction, inflammation, senescence, metabolites
Non-alcoholic fatty liver disease (NAFLD) and its advanced form, non-alcoholic steatohepatitis (NASH) have become a metabolic pandemic. Advancement of NAFLD to NASH is a principal risk factor for hepatocellular carcinoma development in various populations (1). In a recent study among NAFLD patients, 71.1% had NAFLD/NASH which encompasses hepatocyte ballooning and lobular inflammation and 29.8% of the total population assessed had NAFLD-associated cirrhosis (2).
Previous research substantiates the critical role of hepatocytes in NAFLD progression (3). During NAFLD/NASH progression, fat accumulation increases and hepatocyte cyclin dependent kinase inhibitor 2A (p16INK4A) gene expression is upregulated (4). Following injury, cholangiocytes and biliary epithelial cells elicit a dynamic response as demonstrated by enhanced hyperplasia and portal inflammation resulting in ductular reaction (DR) (5). Cholangiocytes acquire a senescence-associated secretory phenotype (SASP) contributing to damage in primary sclerosing cholangitis (PSC) (6) and studies demonstrate that increased DR and biliary senescence contributes to damaging NAFLD phenotypes. Secretin/secretin receptor activation induces hepatocyte steatosis via cholangiocyte-derived microRNA (miR)-125b (7). Expression of insulin-like growth factor 1 (IGF-1) increases in cholangiocytes during NAFLD, recruiting mast cells (MCs) to the periportal region which promotes microvesicular steatosis (8).
NAFLD and end-stage NASH patients have increased expression of cyclin dependent kinase inhibitor 2A (CDKN2A or p16INK4A) [i.e., p16]) (9). In PSC patients, p16 is positively correlated with biliary SASP expression and knockdown of p16 in multi-drug resistant gene 2 knockout mice (Mdr2−/−) alleviated SASP factors and reduced fibrosis (8).
Fork-head box transcription factor O1 (FOXO1) regulates cholangiopathic phentoypes (10). FOXO1 nuclear translocation is elevated in Mdr2−/− mice, which was reduced by ghrelin (10). FOXO1 promotes autophagy and lipogenesis via S100A11/HDAC6/FOXO1 signaling in NAFLD (11) and elevates hepatic very low-density lipoprotein production (12). Although FOXO1 has been studied within the context of hepatocyte function (3), the role of cholangiocyte FOXO1 and cellular senescence during NAFLD/NASH is not well understood. We explored the effects and signaling mechanisms of p16 inhibition in a murine model of NAFLD.
Materials and Methods
Unless otherwise specified, all materials were purchased from Sigma Aldrich (St. Louis, MO). Details for methods are provided in Supplemental Methods. Primer information is listed in Supplemental Table 1, and antibody information in Supplemental Table 2.
In Vivo Model
Approval for animal procedures was obtained from Indiana University School of Medicine (IUSM) Institutional Animal Care and Use Committee. Male wild-type (WT, C57BL/6J) mice were purchased from Jackson Laboratory (Bar Harbor, ME) at age 4 weeks and allowed to acclimate for 3 days prior to beginning feeding. Mice were pair-housed in temperature-controlled cages with 12:12 light: dark cycles and fed ad libitum with free access to drinking water and specific diets. Selected mice were fed a high fat diet (HFD) or control diet (CD) purchased from ENVIGO Diet Inc. (Indianapolis, IN) and fed as published (7, 13). Mice were fed with CD or HFD for 16 weeks and, during the last week of feeding, p16 or control Vivo Morpholinos (VMs) purchased from GeneTools LLC. (Philomath, OR) were administered via tail vein (12.5 mg/kg/BW dissolved in sterile water) on the first and fourth days (8).
Human Samples
Human liver tissues were collected from patients diagnosed with NAFLD or NASH and non-diseased controls by Dr. Burcin Ekser at IUSM or purchased from Sekisui XenoTech, LLC (Kansas City, KS). Explant tissues were obtained at transplant, and the diagnosis of NAFLD or NASH was determined by clinical, imaging, and pathological analyses. Written informed consent was obtained from each patient, and the study protocol conformed to the ethical guidelines of the 1975 Declaration of Helsinki as reflected in prior approval by the IUSM Institutional Review Board (no donor organs were obtained from executed prisoners or other institutionalized persons). De-identified patient information is provided in Supplemental Table 3.
p16 Expression
p16 immunofluorescence was performed co-stained with either cytokeratin-19 (CK-19, to evaluate bile duct expression) or hepatocyte nuclear factor 4 alpha (HNF4α, to identify hepatocytes). Western blot for p16 expression was performed with 30 μg of isolated protein from total liver tissue. Total liver β-actin was used as a housekeeping control for the expression of p16. p16/CK-19/HNF4α immunofluorescence was performed to detect p16 expression in human normal, NAFLD and NASH liver sections.
Liver Damage and Hepatic Steatosis
Liver damage was assessed by hematoxylin and eosin (H&E) staining and serum chemistry. Fat deposition was evaluated by Oil Red O staining in liver sections using a kit from Abcam (Cambridge, UK) and was quantified using Image-Pro® software (Media Cybernetics, Rockville, MD) (13). We also used 4,4-difluoro-1,3,5,7,8-pentamethyl-4-bora-3a,4a-diaza-s-indacene (BODIPY) lipid stain from Thermo Fisher Scientific (Waltham, MA).
Hepatic lipid uptake and oxidation were evaluated by qPCR in total RNA isolated from hepatocytes in all mice for carnitine palmitoyl transferase 1a (Cpt1a), carnitine palmitoyl transferase 1b (Cpt1b), and fatty acid binding protein 1 (Fabp1) (14, 15) and immunoreactivity of FABP1 was evaluated in liver sections co-stained with CK-19 and HNF4α. Hepatocyte gene expression of glycerol-3-phosphate acyltransferase (Gpat3) and diacylglycerol acyl transferase 2 (Dgat2), related to de novo triglyceride biosynthesis was analyzed by qPCR in all mice.
Intrahepatic Bile Duct Mass (IBDM), Cellular Proliferation, Apoptosis, Hepatic Inflammation and MC Infiltration/Activation.
The effect of p16 VM on IBDM was assessed by immunohistochemistry for CK-19 and quantified using 3–4 images per tissue sectioned from at least 4 different animals per treatment group (16). Hepatic proliferation was assessed by immunohistochemistry for Ki-67 (16). Apoptosis was measured by terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining performed by using the in situ cell death detection kit, POD (SKU 11684817910). Hepatocyte and cholangiocyte TUNEL positive staining was quantified separately.
Liver inflammation was evaluated by staining for a cluster of differentiation 68 (CD-68) along with semi-quantification. Since (i) MCs promote hepatic steatosis and DR in NAFLD and (ii) WT mice fed HFD have increased MCs in the liver (13), we determined MC presence by immunohistochemistry for tryptase beta 2 (TPSβ2) in all mice (17). In total liver, we measured FC epsilon receptor 1 gamma (FCεR1γ) expression by qPCR to detect MC activation.
Hepatic Senescence, SASP, Fibrosis, and HSC Activation
Senescence was evaluated by immunofluorescence for cyclin dependent kinase inhibitor 2C (Cdkn2c, p18) co-stained with CK-19. By immunofluorescence, we triple stained liver sections for phosphorylated histone 2A (γH2A.X) (18), HNF4α and CK-19 to evaluate DNA damage in both hepatocytes and cholangiocytes, respectively. In pure cholangiocytes, Cdkn2c gene expression was measured by qPCR in all groups.
Hepatic fibrosis and collagen deposition was evaluated by Sirius Red staining and immunofluorescence was performed with desmin (co-stained with CK-19) to detect HSC activation (19).
Metabolomic Assessment
NAFLD/NASH generates a metabolic burden in humans and serves as a non-invasive biomarker for diagnosis (20). To analyze changes in serum metabolites, we used a tandem mass spectrometry-based approach and comprehensively analyzed over 200 lipid species using Biocrates MxP® Quant 500 Kit (Product number 21094.12) from Biocrates (Innsbruck, Austria). The relative levels of serum metabolites in n=4 mice/group were analyzed, and a heat map was generated using GraphPad® Prism 9.
E2F1/FOXO1/IGF-1 Signaling
By Ingenuity Pathway Analysis (IPA, Qiagen, Waltham, MA), we found a link between p16 and E2 promoter binding transcription factor 1 (E2F1)/FOXO1/IGF-1 and since both FOXO1 and IGF-1 have been implicated in NAFLD/NASH (21–23), we measured E2F1 in total liver and isolated cholangiocytes and FOXO1 and IGF-1 in isolated cholangiocytes by qPCR. We measured FOXO1 immunoreactivity (co-stained with CK-19) in liver sections from all mice and in human normal, NAFLD and NASH liver samples. Isolated cholangiocytes were collected from normal, NAFLD and NASH livers (n=1/group) and immortalized (see Supplemental Methods) prior to being treated with either 6μM of p16 (5’CCGGCTCCATGCTGTCCCC3’) or control (5′-CCTCTTACCTCAGTTACAA TTTATA3’) VMs (dissolved in sterile water). Human control and p16 VMs were tagged with fluorescein isothiocyanate (FITC) to assess VM internalization and immunofluorescent staining performed for p16/FITC (to assess knockdown viability), FOXO1 and IGF-1. In isolated normal (control), NAFLD and NASH cholangiocytes treated with either human control or p16 VM and E2F1 and IGF-1 gene expression measured by qPCR.
To evaluate the effect of p16 VM on E2F1 mRNA stability in vitro, we performed RNA-half-life analysis following actinomycin D-mediated global transcriptional blocking. Transcriptional activity of E2f1 locus under p16 VM treatment was evaluated by Chromatin-immunoprecipitation (ChIP) of RNA pol II (Rpb1 NTD) followed by PCR for E2f1. To demonstrate that E2F1 directly regulates FOXO1 expression, an immortalized murine cholangiocyte line (IMCL) was treated with an E2F1 antagonist (HLM006474, 30 μM and 35 μM for 24hrs) or 0.1% DMSO (vehicle) and FOXO1 immunoreactivity was assessed. In vitro, to evaluate the binding of E2F1 transcription factor to Foxo1 promoter region, IMCLs were treated with FFAs and we performed ChIP for E2F1 followed by qPCR for Foxo1. We evaluated E2F1 degradation in vitro by co-immunoprecipitation (co-IP) of total and ubiquitinated E2F1in IMCLs under FFA treatment; in the presence and absence of p16 VM.
Statistical Analysis
Data are represented as mean ± standard error of the mean (S.E.M). Statistical differences between groups were analyzed by the Student’s unpaired t-test when two groups were analyzed and by one-way ANOVA when more than two groups were analyzed, followed by the appropriate posthoc test. Heatmaps and box and whisker plots were made using Prism (GraphPad® version 9.0). P<0.05 was considered significant. Further methodological details are provided in Supplemental Methods.
Results
p16 Expression Increases in WT Mice Fed HFD and Human NAFLD/NASH; VM Treatment Reduces Hepatic p16 Expression in Mice
Cholangiocyte and hepatocyte p16 expression increased in WT HFD control VM mice compared to WT CD control VM, which was reduced in WT HFD p16 VM mice (Figure 1A–B). By Western blot (n=1), p16 protein expression increased in total liver from WT HFD compared to CD fed mice treated with control VM, and p16 VM injection reduced the expression of p16 in the total liver of WT HFD mice (Supplemental Figure 1A). In human NAFLD/NASH, p16 immunoreactivity was upregulated in both cholangiocytes and hepatocytes compared to normal (Figure 1C).
p16 VM Decreases Liver Damage, Lipid Deposition, Triglyceride Biosynthesis and Hepatocyte Lipid Uptake and Transport in WT HFD Mice
Liver weight (LW) significantly increased in WT HFD control VM mice compared to CD control VM group, which decreased in WT HFD p16 VM mice; however, no statistical differences were found in mean body weight (BW) between these groups. WT HFD control VM mice had increased LW/BW ratio compared to CD control VM mice, which decreased in WT HFD p16 VM mice (Table 1). ALT and AST levels (Table 2) and total serum cholesterol (Table 2) increased in WT HFD control VM mice, which were significantly reduced in WT HFD p16 VM mice.
Table 1:
n | Mean Liver Weight (g) | Mean Body Weight (g) | Mean LW/BW | |
---|---|---|---|---|
CD+ Control VM | 15 | 1.48 ±0.06 | 30.77 ± 1.07 | 4.84 ±0.16 |
CD+p16 VM | 12 | 1.36 ± 0.05 | 31.79 ± 0.83 | 4.28 ± 0.14 |
HFD+ Control VM | 14 | 2.83 ± 0.26** | 34.64 ± 1.09 | 8.03 ± 0.51** |
HFD+p16 VM | 14 | 2.16 ± 0.13* | 33.33 ± 0.74 | 6.47 ± 0.31* |
Note: p16 VM treatment reduced LW, but did not significantly reduce BW; however, overall LW/BW ratio decreased significantly compared to HFD control VM group. Data represented as mean ± SEM.
P<0.05 vs. CD Control VM
P<0.05 vs. HFD control VM
Table 2:
AST (U/L) | ALT (U/L) | Total cholesterol (mg/dl) | |
---|---|---|---|
CD + Control VM | 72± 3.13 | 93± 0.57 | 151± 0 |
CD + p16 VM | 88 ± 0.82 | 101.5± 0.28 | 166.25± 1.03 |
HFD + Control VM | 212.25±2.28** | 196.5± 1.19** | 223± 1** |
HFD + p16 VM | 198.5± 0.95* | 162± 1.15* | 190.25± 0.75* |
Note: p16 VM treatment significantly reduced serum levels of AST and ALT along with a reduction in total cholesterol compared to HFD control VM mice. Data represented as mean ± SEM.
P<0.05 vs. CD Control VM
P<0.05 vs. HFD control VM
WT HFD mice had moderate steatosis with ballooning hepatocytes and inflammation compared to CD control VM mice. WT HFD p16 VM mice displayed reduced steatosis, and the absence of ballooning hepatocytes (Figure 2A). WT HFD control VM mice had significantly higher lipid droplet presence compared to WT CD control VM; however, WT HFD p16 VM mice showed a significant reduction in lipid droplet presence compared to control VM (Figure 2B). WT HFD control VM mice had enhanced neutral lipid staining characterized by enlarged fat droplet accumulation compared to WT CD control VM mice (Figure 2C) that was reduced in WT HFD p16 VM mice (Figure 2C). Hepatocyte gene expression of Gpat3, and Dgat2 increased in WT HFD control VM compared to WT CD control VM mice and p16 VM decreased these genes compared to WT HFD control VM mice (Supplemental Figure 1B).
Hepatocyte Cpt1a, Cpt1b, and Fabp1 increased in WT HFD control VM mice, but WT HFD p16 VM mice showed a significant decrease in these genes compared to WT HFD control VM mice (Figure 3A). Hepatocyte and cholangiocyte immunoreactivity of FABP1 increased in WT HFD control VM mice, which decreased in WT HFD p16 VM mice (Figure 3B).
Blocking p16 Reduces IBDM, Cellular Proliferation, Senescence and Apoptosis in HFD Mice
IBDM increased in WT HFD control VM treated mice; however, in WT HFD p16 VM mice IBDM decreased (Supplemental Figure 2A). Similarly, WT HFD control VM mice had increased hepatic proliferation compared to controls that decreased WT HFD p16 VM mice (Supplemental Figure 2B). Apoptosis significantly increased in both cholangiocytes and hepatocytes in WT HFD control VM mice compared to the WT CD control VM group. In WT HFD p16 VM mice, apoptosis decreased in both cell types compared to the WT HFD control VM mice (Supplemental Figure 2C).
Hepatocye and cholangiocyte γH2A.X immunoreactivity increased in WT HFD control VM mice compared to WT CD control VM mice, which was reduced in WT HFD p16 VM mice (Figure 4A). Moreover, p18/CK-19/HNF4α increased demonstrating elevated senescence in cholangiocytes and hepatocytes in WT HFD control VM mice; however, this decreased in WT HFD p16 VM compared to WT HFD control VM mice (Figure 4B). Cholangiocyte p18 (Cdkn2c) expression was unchanged in WT HFD control VM mice compared to WT CD control or p16 VM mice, but significantly decreased in WT HFD p16 VM mice (Figure 4C).
p16 VM Treatment Decreases Hepatic Fibrosis, HSC Activation, Inflammation and MC Infiltration in WT Mice Fed HFD
WT HFD control VM mice display increased collagen deposition (Figure 5A), desmin immunoreactivity (Figure 5B) and CD-68+ cells (24) (Figure 5C) compared to WT CD control VM mice, all of which decreased in WT HFD p16 VM mice.
Fcer1g gene expression increased in WT HFD mice treated with control VM compared to CD which significantly decreased when WT HFD mice were treated with p16 VM (Supplemental Figure 1C). MC presence increased in the portal area of WT HFD mice treated with control VM and in WT HFD p16 VM mice, MC presence decreased (Supplemental Figure 1D).
Knockdown of p16 Reduces Serum Metabolites in WT HFD-Fed Mice
Heatmaps generated from Biocrates Q500 assay demonstrated multiple changes in circulating lipid species including ceramides (Cer) (Supplemental Figure 3A), acylcarnitines, Kynurenine and OH-GluAcid (3-hydroxyglutaric acid) (Supplemental Figure 3B). Cer(d18:1/18:1) but not Cer(d18:1/18:0) (Supplemental Figure 3C–D) were significantly upregulated in serum from WT HFD control VM mice compared to CD control VM mice and in WT HFD p16 VM mice, both parameters significantly decreased. Acylcarnitine C14:1 or tetradecenoylcarnitine (Supplemental Figure 3E) did not change between CD and WT HFD control VM mice; however, C18:1 or octadecenoylcarnitine (Supplemental Figure 3F) was significantly upregulated in serum from WT HFD control VM compared to CD control VM mice. In WT HFD p16 VM mice, C14:1 and C18:1 significantly decreased compared to controls. Kynurenine, a tryptophan metabolite increased in the serum of WT HFD control VM mice and significantly decreased with p16 VM treatment (Supplemental Figure 3G). There was no significant increase in OH-GluAcid serum content from WT HFD control VM mice compared to CD control VM mice; however, in WT HFD p16 VM mice, OH-GluAcid significantly decreased (Supplemental Figure 3H).
p16 Regulates NAFLD/NASH via Biliary E2F1/FOXO1/IGF-1 Signaling
In isolated human NAFLD cholangiocytes, control VM (green, top panel) co-localized (magenta) with p16 (red) within the cytoplasm and nuclei but did not reduce p16 expression. In NAFLD cholangiocytes treated with p16 VM, p16 immunoreactivity decreased (Supplemental Figure 4A). In vitro treatment with p16 VM decreased p16 IMCL immunoreactivity (Supplemental Figure 4B). IMCLs treated with p16 VM or control VM plus FFA treatment had decreased p16 immunoreactivity compared to controls. p16 VM significantly reduced p16 expression in SA and PA (but not OA) treated IMCLs compared to IMCLs treated with FFAs alone (Supplemental Figure 4C).
We used IPA to elucidate the relationship between p16 and IGF-1 (Igf1) via the E2F1/FOXO1 axis (Supplemental Figure 5A). IGF-1/IGF-1R is a canonical downstream target of FOXO1 implicated in cholangiopathies (12). Biliary FOXO1 immunoreactivity increased in WT HFD control VM mice and, in WT HFD p16 VM mice, FOXO1 immunoreactivity decreased (Figure 6A). In human NAFLD/NASH liver samples, biliary FOXO1 immunoreactivity increased compared to normal (Figure 6B). By qPCR we found reduced E2f1 expression in both total liver (Supplemental Figure 5B) and isolated cholangiocytes (Supplemental Figure 5C) from WT HFD p16 VM compared to WT HFD control VM mice. In isolated cholangiocytes, the gene expression of Foxo1 (Supplemental Figure 5D) and Igf1 (Supplemental Figure 5E) increased in WT HFD mice compared to CD control VM and, in WT HFD p16 VM mice, Foxo1 and Igf1 decreased (Supplemental Figure 5D and 5E). Isolated human cholangiocytes from NAFLD and NASH patient livers had increased p16 immunoreactivity (Figure 7A), FOXO1 (Figure 7B) and IGF-1 (Figure 7C) compared to normal that were reduced by p16 VM. Finally, isolated cholangiocytes from NAFLD and NASH patients had increased E2F1 (Supplemental Figure 5F), and IGF-1 (Supplemental Figure 5G) expression compared to control and, when NAFLD or NASH cholangiocytes were treated with p16 VM, E2F1 expression decreased; however, only NASH cholangiocytes treated with p16 VM had decreased IGF-1 expression compared to healthy control.
To further assess p16→E2F1→FOXO1 signaling, we performed ChIP for RNA pol II (Rpb1 NTD) and E2F1 separately, followed by qPCR for E2f1 and Foxo1. p16 VM treatment reduced RNA pol II binding the E2f1 promoter region compared to OA treatment alone (Supplemental Figure 6A). We found that p16 VM reduced E2F1 binding to Foxo1 promoter region in IMCLs treated with OA compared to OA treatment alone (Supplemental Figure 6B).
We found that E2F1 transcript half-life was not significantly reduced with p16 VM treatment compared to FFA treatment (Supplemental Figure 6C); however, inhibition of E2F1 significantly reduced IMCL FOXO1 immunoreactivity compared to vehicle (0.1% DMSO) and basal (no treatment) controls (Supplemental Figure 6D). We performed co-IP and pulled down E2F1 from whole cell lysates and probed for total E2F1 (Supplemental Figure 6E) and ubiquitinated-E2F1 (Supplemental Figure 6F). In vitro, p16 VM did not alter total or ubiquitinated E2F1 protein levels compared to the FFA treatment alone.
Finally, we analyzed whether p16 VM injection affected the gene expression of cyclin dependent kinase 4 (Cdk4) and cyclin D1 (Ccnd1), a cell cycle-promoting complex regulated by p16. Cdk4 expression was unchanged in CD control and p16 VM treatment and in WT HFD control VM treatment; however, in WT HFD p16 VM mice, Cdk4 expression significantly increased compared to control VM (Supplemental Figure 7A). Ccnd1 was significantly decreased in CD p16 VM mice and HFD control VM mice compared to WT CD control VM. In WT HFD p16 VM mice, Ccnd1 expression increased compared to HFD control VM (Supplemental Figure 7B).
Discussion
p16-regulated biliary and hepatocyte senescence plays a critical role in the progression of NAFLD/NASH mediated by biliary E2F1/FOXO1/IGF-1 signaling in both a mouse model of NAFLD and human NAFLD and NASH samples (Figure 8). NASH primarily targets hepatocytes; however, studies show that cholangiocytes contribute to hepatic steatosis and eventual scarring and fibrosis (7, 13). Cholangiocyte damage manifests as cellular senescence characterized by increased SASP which induces inflammation (5, 8). Many factors are involved in NAFLD/NASH progression, making it challenging to determine a single pathway that contributes to the disease within the context of cellular senescence.
p16 expression increases in rats fed HFD for 9 wks (4) and we also found enhanced hepatocyte and cholangiocyte p16 in WT HFD mice and in human NAFLD/NASH patients. Further, we identified increased p16 immunoreactivity in human cholangiocytes isolated from fresh NAFLD and NASH samples. p21 may also play a role in NAFLD; however, contrary to p16, hepatic p21 expression decreases in HFD-fed models (4). p16 expression increases in human PSC and mouse models of cholestatic injury (6, 25), and studies demonstrate that increased senescence may indicate worsening pathogenesis (26).
p16 VM inhibits PSC phenotypes in Mdr2−/− mice by miR-34a/sirtuin 1 signaling (8). We found that p16 VM significantly reduced NAFLD phenotypes; however, contrary to our findings, p16−/− mice fed methionine-choline deficient (MCD) diet displayed exacerbated steatosis and liver damage compared to controls (27). There are several factors to explain these contradictory findings. In the study the authors used a whole-body p16−/− which may have induced off-target effects in other cells, tissues, and organs (27). In contrast, we acutely knocked-down p16 thereby manipulating cellular senescence without potentially driving cells into cell cycle stress or mitochondrial dysfunction. Further, the authors (27) used MCD diet, which is a notable toxic model, whereas we used a milder “Western Diet” model. These studies highlight the careful balance that must be maintained when manipulating cellular senescence as these genes play critical roles in maintaining proper cell cycle progression.
Cellular senescence may promote fat accumulation (28) suggesting a feedback mechanism whereby exacerbated cellular p16 contributes to active lipid uptake. Our data support this since inhibition of p16 during the final week of HFD feeding resulted in decreased FABP1 and serum metabolites. Fat accumulation may occur in cells subjected to irreversible cell-cycle arrest which are unable to mitigate the generation of reactive oxygen species thus releasing a wide array of proinflammatory factors or SASPs (29). Studies demonstrate that exposure to HFD increases biliary SASP components such as TGF-β1 (7) along with IGF-1, fibroblast growth factor and IL-6 (13). Increased biliary SASP may drive elevated IBDM during NAFLD, which may begin as a compensatory mechanism to repair the liver during HFD-induced damage but, if left unchecked, contributes to hepatic fibrosis and inflammation (5). We observed increased DR in WT HFD mice whereas inhibition of p16 during the last week of feeding decreased IBDM. While cholangiocytes may not be the main target of NAFLD, biliary senescence/SASP induces a paracrine interaction between cholangiocytes and hepatocytes that drive NAFLD phenotypes.
Blocking biliary secretin signaling (7) or MC infiltration/activation (13) in mice subjected to HFD, reduces biliary senescence, hepatic fibrosis, HSC activation and inflammation which is in accordance with our study. However, CCl4 treated-BALB/c p16−/− mice had increased collagen deposition and HSC activation, directly opposing our findings (30). One difference in our model versus the p16−/− model is that the latter induces continual inhibition of p16, whereas in our study, p16 expression is induced by HFD and subsequently inhibited by VM during peak senescence rather than chronic knockdown. Using p16 VM, we reduced hepatic fibrosis and HSC activation presumably through cholangiocyte-HSC crosstalk. Supporting this, both p16 and p21 are increased in bile duct cells during stage 3 and 4 fibrosis of NAFLD/NASH patients, that also expressed CC motif chemokine ligand 2, which can serve as a chemoattractant for activated HSCs within septal fibrosis promoting portal inflammation (31). In pediatric NAFLD, DR significantly correlated to fibrosis and NASH progression (32) and, in a cohort of patients with a specific genetic mutation in patatin-like phospholipase domain containing 3, both hepatic stem- and hepatic progenitor cell (HPC) activation increased along with extensive fibrosis that positively correlated to DR (33). Our studies also demonstrate the potential crosstalk between DR/cholangiocytes and inflammation/macrophages as we show that decreased DR coincides with decreased inflammation. In support of this, it has been demonstrated that macrophage polarization induced changes in HPC phenotype during NAFLD/NASH (34) and, in obese patients, macrophage presence, steatosis and HSC activation correlated with proinflammatory cytokines (35) suggesting a cascade of multi-cellular interactions promoting NAFLD/NASH.
Fatty liver and senescence are regulated by caloric intake and WT mice subjected to ad libitum chow feeding versus a restricted diet for 9 months had increased cellular senescence as indicated by enhanced γH2A.X staining and telomere shortening (28). Upon clearance of senescence using either a transgenic mouse model or with senolytic therapy, NAFLD phenotypes were ameliorated (28). Interestingly, there were no significant changes in BW between WT HFD control or p16 VM mice, which may be due to the exacerbation of excessive fat and “sugar” content compared to ad libitum feeding; however, p16 VM markedly reduced cellular senescence in WT HFD mice.
Serum metabolites are a non-invasive tool of choice for diagnosing NAFLD and metabolites from serum lipidome of various patient cohort studies have been identified as potential NAFLD biomarkers (36). In accordance with previous studies (37–39), we identified several upregulated acylcarnitines in serum from WT HFD mice that were decreased with p16 VM injection indicating an overall improvement of the metabolic profile (37). Kynurenine and 3-hydroxyglutaric acid are elevated in NAFLD patients and indicate mitochondrial stress, apoptosis, and pro-oxidation (40), and kynurenine increases inflammation via arachidonic acid in NASH patients (38). Interestingly, kynurenine is upregulated in patients with mastocytosis (41) suggesting a link between kynurenine and MC activation. We found an increase in MC infiltration and in support of this, in cirrhotic patients, histamine and kynurenine levels positively correlate (39). Since this metabolite is also linked to inflammation, which we found to be mediated by p16, we speculate that biliary senescence, kynurenine and MCs may interact synergistically during NAFLD/NASH progression.
We identified FOXO1 as a transcriptional activator in NAFLD-associated senescent damage. FOXO1 expression increases in steatohepatitis and correlates with enhanced liver fibrosis (42). Hepatocyte and cholangiocyte FOXO1 immunoreactivity increased in WT HFD mice and human NAFLD/NASH; however, in isolated cholangiocytes, inhibition of p16 decreased FOXO1 expression. FOXO1 regulates metabolic homeostasis, thus making FOXO1 an important target of NAFLD (43). The link between p16 and FOXO1 via E2F1 was confirmed in our study. E2F1 increased in human NAFLD/NASH that was inhibited by p16 VM. E2F1 has been identified as a mediator of glycolysis and lipogenesis (44). E2F1 increased in isolated cholangiocytes from human NAFLD/NASH compared to controls, but decreased with p16 VM. In support of this, E2F1 expression increases in liver biopsies from obese, glucose-intolerant humans compared with lean patient biopsies (44). Further, hepatocytes from E2F1+/+ mice displayed increased glycolytic and lipogenic genes (44); however, no prior studies have demonstrated the contribution of biliary E2F1. Our previous work demonstrated that MCs can be recruited to the liver during NAFLD via IGF-1 signaling and the inhibition of IGF-1, in vitro, decreased MC migration (13). We examined IGF-1 expression and found increased IGF-1 in isolated cholangiocytes that decreases with p16 VM treatment in both WT HFD mice and human NAFLD/NASH. While our current studies demonstrate that p16 regulates IGF-1, others found that IGF-1 may mediate cellular senescence. For example, a specific IGF binding protein, IGFBP5, induced human umbilical endothelial cell senescence (45) demonstrating a feedback mechanism between IGF-1 and cellular senescence. While p16 VM did not alter the mRNA stability of E2f1 or ubiquitination of E2F1, p16 significantly reduced the transcription initiation process of E2f1 and p16 VM reduced E2F1-facilitated transcription of Foxo1.
Adipose tissue maintains overall energy homeostasis through fat storage (46), and during NAFLD, enhanced food intake increases hepatic steatosis and visceral adiposity. SASP factors from senescent preadipocytes cause inflammation and macrophage infiltration in adipose tissue (47). Inhibition of senescence by removal of p16-positive adipocytes restored adipogenesis by upregulation of peroxisome proliferator-activated receptor-γ (PPARγ), carbohydrate element receptor binding protein alpha (C/EBPα) levels and subcutaneous adipose tissue expansion in obese mice, but interestingly decreased visceral adipocyte size (48). Our data demonstrate that p16 VM reduced key enzymes responsible for de novo synthesis and uptake of triglycerides and suggests inhibition of senescence alters the adaptive response due to nutritional abundance in our HFD fed NAFLD model. Lastly, we recognize that p16 is a tumor suppressor; however, the cell cycle is regulated by several other tumor suppressor proteins. Suppression of p16 expression by oligonucleotide-based translational blocking would not affect the transcription and p16 protein levels would return to normal following degradation of p16 VM. Further, the dosage used in vivo did not trigger any counterintuitive effects such as tumorigenesis and the rescue of Cdk4 and Ccnd1 gene expression in WT HFD p16 VM mice did not surpass the CD-fed groups. Therefore, we propose the concept that transient suppression of p16 has potential therapeutic benefits in NAFLD/NASH without jeopardizing cell division.
Supplementary Material
Acknowledgements:
We are grateful to Dr. Thomas M. O’Connell, Center for Cachexia Research Innovation and Therapy for assistance with metabolomic studies including Biocrates plate run and analysis. We thank Mr, Aditya Sheth, Department of Pediatrics, Indiana University School of Medicine for assistance with the Deltavision Ultra microscope and Imaris image analysis software.
This work was supported by the Hickam Endowed Chair, Gastroenterology, Medicine, Indiana University, the Indiana University Health - Indiana University School of Medicine Strategic Research Initiative, the Senior Career Scientist Award (IK6 BX004601) and the VA Merit award (5I01BX000574) to GA and the Career Scientist Award (IK6BX005226) and the VA Merit award (1I01BX003031) to HF, and Career Development Award-2 to LK (1IK2BX005306) from the United States Department of Veteran’s Affairs, Biomedical Laboratory Research and Development Service and NIH grants DK108959 and DK119421 (HF), DK054811, DK115184, DK076898, DK107310, DK110035, DK062975 and AA028711 (GA and SG) and the PSC Partners Seeking a Cure (GA). EG and PO were supported by research funds from Sapienza University of Rome. Portions of these studies were supported by resources at the Richard L. Roudebush VA Medical Center, Indianapolis, IN, and Medical Physiology, Medical Research Building, Temple, TX. The views expressed in this article are those of the authors and do not necessarily represent the views of the Department of Veterans Affairs.
Abbreviations:
- ALT
Alanine aminotransferase
- AST
aspartate transaminase
- CD
control diet
- CD-68
cluster of differentiation 68
- CDK4
cyclin dependent kinase 4
- Cer
Ceramide
- ChIP-PCR
chromatin immunoprecipitation polymerase chain reaction
- Co-IP
co-immunoprecipitation
- CK-19
cytokeratin 19
- CPT1A
carnitine palmitoyl transferase 1A
- CPT1B
carnitine palmitoyl transferase 1B
- DR
ductular reaction
- DGAT2
diacyl glycerol acyl transferase 2
- DMSO
Dimethyl Sulfoxide
- E2F1
E2 promoter binding transcription factor 1
- EIA
enzyme linked immunoassay
- FABP1
fatty acid binding protein 1
- FCεR1γ
FC epsilon receptor 1 gamma
- FFA
free fatty acid
- FITC
fluorescein isothiocyanate
- FOXO1
Fork-head box transcription factor 1
- GAPDH
glyceraldehyde 3 phosphate dehydrogenase
- γH2A.X
phosphorylated histone 2A
- GPAT3
glyceraldehyde 3 phosphate acyl transferase 3
- HFD
high fat diet
- H&E
hematoxylin and eosin
- HNF4α
hepatocyte nuclear factor 4 alpha
- HPC
hepatic progenitor cells
- HSC
hepatic stellate cell
- IBDM
intrahepatic bile duct mass
- IF
immunofluorescence
- IGF-1
insulin-like growth factor-1
- IGFBP5
insulin like growth factor binding protein 5
- IGF1R
insulin like growth factor 1 receptor
- IL-6
interleukin-6
- IMCL
immortalized murine cholangiocyte cell line
- KO
knockout
- LW/BW
liver weight/ body weight
- MC
mast cell
- MCD
methionine-choline deficient
- Mdr2 −/−
multidrug resistance transporter 2/ ABC transporter B family member 2 knock out
- miR/miRNA
micro ribonucleic acid
- NAFLD
non-alcoholic fatty liver disease
- NASH
non-alcoholic steatohepatitis
- OA
oleic acid/oleate
- PA
palmitic acid/palmitate
- p16
cyclin-dependent kinase inhibitor 2A
- p18
cyclin-dependent kinase 4 inhibitor C
- p21
cyclin-dependent kinase inhibitor 1A
- PBS
phosphate buffered saline
- PSC
primary sclerosing cholangitis
- qPCR
quantitative polymerase chain reaction
- RNA pol II
RNA polymerase II
- Rpb1 NTD
RNA polymerase II subunit 1 N-terminal domain
- Rps18
mouse ribosomal protein s18
- SA
stearic acid/stearate
- SASPs
senescence associated secretory phenotypes
- TGF-β1
transforming growth factor beta 1
- SIRT1
sirtuin1
- TPSβ2
tryptase β2
- TUNEL
Terminal deoxynucleotidyl transferase dUTP nick end labeling
- VM
vivo morpholino
- WB
western blot
- WT
wild type
References
- 1.Pierantonelli I, Svegliati-Baroni G. Nonalcoholic Fatty Liver Disease: Basic Pathogenetic Mechanisms in the Progression From NAFLD to NASH. Transplantation 2019;103:e1–e13. [DOI] [PubMed] [Google Scholar]
- 2.Loomba R, Wong R, Fraysse J, Shreay S, Li S, Harrison S, Gordon SC. Nonalcoholic fatty liver disease progression rates to cirrhosis and progression of cirrhosis to decompensation and mortality: a real world analysis of Medicare data. Aliment Pharmacol Ther 2020;51:1149–1159. [DOI] [PubMed] [Google Scholar]
- 3.Dong XC. FOXO transcription factors in non-alcoholic fatty liver disease. Liver Res 2017;1:168–173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Zhang X, Xu GB, Zhou D, Pan YX. High-fat diet modifies expression of hepatic cellular senescence gene p16(INK4a) through chromatin modifications in adult male rats. Genes Nutr 2018;13:6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Sato K, Marzioni M, Meng F, Francis H, Glaser S, Alpini G. Ductular Reaction in Liver Diseases: Pathological Mechanisms and Translational Significances. Hepatology 2019;69:420–430. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Tabibian JH, O’Hara SP, Splinter PL, Trussoni CE, LaRusso NF. Cholangiocyte senescence by way of N-ras activation is a characteristic of primary sclerosing cholangitis. Hepatology 2014;59:2263–2275. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Chen L, Wu N, Kennedy L, Francis H, Ceci L, Zhou T, Samala N, et al. Inhibition of Secretin/Secretin Receptor Axis Ameliorates NAFLD Phenotypes. Hepatology 2021;74:1845–1863. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Kyritsi K, Francis H, Zhou T, Ceci L, Wu N, Yang Z, Meng F, et al. Downregulation of p16 Decreases Biliary Damage and Liver Fibrosis in the Mdr2(/) Mouse Model of Primary Sclerosing Cholangitis. Gene Expr 2020;20:89–103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kennedy L, Hargrove L, Demieville J, Bailey JM, Dar W, Polireddy K, Chen Q, et al. Knockout of l-Histidine Decarboxylase Prevents Cholangiocyte Damage and Hepatic Fibrosis in Mice Subjected to High-Fat Diet Feeding via Disrupted Histamine/Leptin Signaling. Am J Pathol 2018;188:600–615. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Petrescu AD, Grant S, Williams E, Frampton G, Reinhart EH, Nguyen A, An S, et al. Ghrelin reverses ductular reaction and hepatic fibrosis in a rodent model of cholestasis. Sci Rep 2020;10:16024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Zhang L, Zhang Z, Li C, Zhu T, Gao J, Zhou H, Zheng Y, et al. S100A11 Promotes Liver Steatosis via FOXO1-Mediated Autophagy and Lipogenesis. Cell Mol Gastroenterol Hepatol 2021;11:697–724. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kamagate A, Qu S, Perdomo G, Su D, Kim DH, Slusher S, Meseck M, et al. FoxO1 mediates insulin-dependent regulation of hepatic VLDL production in mice. J Clin Invest 2008;118:2347–2364. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kennedy L, Meadows V, Sybenga A, Demieville J, Chen L, Hargrove L, Ekser B, et al. Mast Cells Promote Nonalcoholic Fatty Liver Disease Phenotypes and Microvesicular Steatosis in Mice Fed a Western Diet. Hepatology 2021;74:164–182. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Pi H, Liu M, Xi Y, Chen M, Tian L, Xie J, Chen M, et al. Long-term exercise prevents hepatic steatosis: a novel role of FABP1 in regulation of autophagy-lysosomal machinery. FASEB J 2019;33:11870–11883. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Tang M, Dong X, Xiao L, Tan Z, Luo X, Yang L, Li W, et al. CPT1A-mediated fatty acid oxidation promotes cell proliferation via nucleoside metabolism in nasopharyngeal carcinoma. Cell Death Dis 2022;13:331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Kennedy LL, Hargrove LA, Graf AB, Francis TC, Hodges KM, Nguyen QP, Ueno Y, et al. Inhibition of mast cell-derived histamine secretion by cromolyn sodium treatment decreases biliary hyperplasia in cholestatic rodents. Lab Invest 2014;94:1406–1418. [DOI] [PubMed] [Google Scholar]
- 17.Meadows V, Kennedy L, Ekser B, Kyritsi K, Kundu D, Zhou T, Chen L, et al. Mast Cells Regulate Ductular Reaction and Intestinal Inflammation in Cholestasis Through Farnesoid X Receptor Signaling. Hepatology 2021;74:2684–2698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Bernadotte A, Mikhelson VM, Spivak IM. Markers of cellular senescence. Telomere shortening as a marker of cellular senescence. Aging (Albany NY) 2016;8:3–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Rockey DC, Du Q, Weymouth ND, Shi Z. Smooth Muscle alpha-Actin Deficiency Leads to Decreased Liver Fibrosis via Impaired Cytoskeletal Signaling in Hepatic Stellate Cells. Am J Pathol 2019;189:2209–2220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Masoodi M, Gastaldelli A, Hyotylainen T, Arretxe E, Alonso C, Gaggini M, Brosnan J, et al. Metabolomics and lipidomics in NAFLD: biomarkers and non-invasive diagnostic tests. Nat Rev Gastroenterol Hepatol 2021. [DOI] [PubMed] [Google Scholar]
- 21.Al-Khalaf HH, Colak D, Al-Saif M, Al-Bakheet A, Hendrayani SF, Al-Yousef N, Kaya N, et al. p16( INK4a) positively regulates cyclin D1 and E2F1 through negative control of AUF1. PLoS One 2011;6:e21111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Eymin B, Karayan L, Seite P, Brambilla C, Brambilla E, Larsen CJ, Gazzeri S. Human ARF binds E2F1 and inhibits its transcriptional activity. Oncogene 2001;20:1033–1041. [DOI] [PubMed] [Google Scholar]
- 23.Mason SL, Loughran O, La Thangue NB. p14(ARF) regulates E2F activity. Oncogene 2002;21:4220–4230. [DOI] [PubMed] [Google Scholar]
- 24.Inoue T, Plieth D, Venkov CD, Xu C, Neilson EG. Antibodies against macrophages that overlap in specificity with fibroblasts. Kidney Int 2005;67:2488–2493. [DOI] [PubMed] [Google Scholar]
- 25.Alsuraih M, O’Hara SP, Woodrum JE, Pirius NE, LaRusso NF. Genetic or pharmacological reduction of cholangiocyte senescence improves inflammation and fibrosis in the Mdr2 (−/−) mouse. JHEP Rep 2021;3:100250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Cazzagon N, Sarcognato S, Floreani A, Corra G, De Martin S, Guzzardo V, Russo FP, et al. Cholangiocyte senescence in primary sclerosing cholangitis is associated with disease severity and prognosis. JHEP Rep 2021;3:100286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Lv F, Wu J, Miao D, An W, Wang Y. p16 deficiency promotes nonalcoholic steatohepatitis via regulation of hepatic oxidative stress. Biochem Biophys Res Commun 2017;486:264–269. [DOI] [PubMed] [Google Scholar]
- 28.Ogrodnik M, Miwa S, Tchkonia T, Tiniakos D, Wilson CL, Lahat A, Day CP, et al. Cellular senescence drives age-dependent hepatic steatosis. Nat Commun 2017;8:15691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Passos JF, Nelson G, Wang C, Richter T, Simillion C, Proctor CJ, Miwa S, et al. Feedback between p21 and reactive oxygen production is necessary for cell senescence. Mol Syst Biol 2010;6:347. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lv F, Li N, Kong M, Wu J, Fan Z, Miao D, Xu Y, et al. CDKN2a/p16 Antagonizes Hepatic Stellate Cell Activation and Liver Fibrosis by Modulating ROS Levels. Front Cell Dev Biol 2020;8:176. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Chiba M, Sasaki M, Kitamura S, Ikeda H, Sato Y, Nakanuma Y. Participation of bile ductular cells in the pathological progression of non-alcoholic fatty liver disease. J Clin Pathol 2011;64:564–570. [DOI] [PubMed] [Google Scholar]
- 32.Nobili V, Carpino G, Alisi A, Franchitto A, Alpini G, De Vito R, Onori P, et al. Hepatic progenitor cells activation, fibrosis, and adipokines production in pediatric nonalcoholic fatty liver disease. Hepatology 2012;56:2142–2153. [DOI] [PubMed] [Google Scholar]
- 33.Carpino G, Pastori D, Baratta F, Overi D, Labbadia G, Polimeni L, Di Costanzo A, et al. PNPLA3 variant and portal/periportal histological pattern in patients with biopsy-proven non-alcoholic fatty liver disease: a possible role for oxidative stress. Sci Rep 2017;7:15756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Carpino G, Nobili V, Renzi A, De Stefanis C, Stronati L, Franchitto A, Alisi A, et al. Macrophage Activation in Pediatric Nonalcoholic Fatty Liver Disease (NAFLD) Correlates with Hepatic Progenitor Cell Response via Wnt3a Pathway. PLoS One 2016;11:e0157246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Nobili V, Carpino G, De Peppo F, Caccamo R, Mosca A, Romito I, Overi D, et al. Laparoscopic Sleeve Gastrectomy Improves Nonalcoholic Fatty Liver Disease-Related Liver Damage in Adolescents by Reshaping Cellular Interactions and Hepatic Adipocytokine Production. J Pediatr 2018;194:100–108 e103. [DOI] [PubMed] [Google Scholar]
- 36.Pirola CJ, Sookoian S. Multiomics biomarkers for the prediction of nonalcoholic fatty liver disease severity. World J Gastroenterol 2018;24:1601–1615. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Enooku K, Nakagawa H, Fujiwara N, Kondo M, Minami T, Hoshida Y, Shibahara J, et al. Altered serum acylcarnitine profile is associated with the status of nonalcoholic fatty liver disease (NAFLD) and NAFLD-related hepatocellular carcinoma. Sci Rep 2019;9:10663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Oxenkrug GF. Metabolic syndrome, age-associated neuroendocrine disorders, and dysregulation of tryptophan-kynurenine metabolism. Ann N Y Acad Sci 2010;1199:1–14. [DOI] [PubMed] [Google Scholar]
- 39.Zhang A, Carroll C, Raigani S, Karimian N, Huang V, Nagpal S, Beijert I, et al. Tryptophan Metabolism via the Kynurenine Pathway: Implications for Graft Optimization during Machine Perfusion. J Clin Med 2020;9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Piras C, Noto A, Ibba L, Deidda M, Fanos V, Muntoni S, Leoni VP, et al. Contribution of Metabolomics to the Understanding of NAFLD and NASH Syndromes: A Systematic Review. Metabolites 2021;11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Georgin-Lavialle S, Launay JM, Cote F, Soucie E, Soria A, Damaj G, Moura DS, et al. Decreased tryptophan and increased kynurenine levels in mastocytosis associated with digestive symptoms. Allergy 2016;71:416–420. [DOI] [PubMed] [Google Scholar]
- 42.Valenti L, Rametta R, Dongiovanni P, Maggioni M, Fracanzani AL, Zappa M, Lattuada E, et al. Increased expression and activity of the transcription factor FOXO1 in nonalcoholic steatohepatitis. Diabetes 2008;57:1355–1362. [DOI] [PubMed] [Google Scholar]
- 43.Kousteni S. FoxO1: a molecule for all seasons. J Bone Miner Res 2011;26:912–917. [DOI] [PubMed] [Google Scholar]
- 44.Denechaud PD, Lopez-Mejia IC, Giralt A, Lai Q, Blanchet E, Delacuisine B, Nicolay BN, et al. E2F1 mediates sustained lipogenesis and contributes to hepatic steatosis. J Clin Invest 2016;126:137–150. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Kim KS, Seu YB, Baek SH, Kim MJ, Kim KJ, Kim JH, Kim JR. Induction of cellular senescence by insulin-like growth factor binding protein-5 through a p53-dependent mechanism. Mol Biol Cell 2007;18:4543–4552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Mau T, Yung R. Adipose tissue inflammation in aging. Exp Gerontol 2018;105:27–31. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Xu M, Tchkonia T, Ding H, Ogrodnik M, Lubbers ER, Pirtskhalava T, White TA, et al. JAK inhibition alleviates the cellular senescence-associated secretory phenotype and frailty in old age. Proc Natl Acad Sci U S A 2015;112:E6301–6310. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Palmer AK, Xu M, Zhu Y, Pirtskhalava T, Weivoda MM, Hachfeld CM, Prata LG, et al. Targeting senescent cells alleviates obesity-induced metabolic dysfunction. Aging Cell 2019;18:e12950. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.