Home
JournalsCollections
For Authors For Reviewers For Editorial Board Members
Article Processing Charges Open Access
Ethics Advertising Policy
Editorial Policy Resource Center
Company Information Contact Us
Publications > Journals > Gene Expression> Article Full Text
OPEN ACCESS

Molecular Targets of microRNAs during Liver Regeneration after Acute Injury: Recent Advances

  • Roberto Loi,
  • Gabriella Simbula and
  • Monica Pibiri* 
Gene Expression   2024

doi: 10.14218/GE.23.00175

Received:

Revised:

Accepted:

Published online:

 Author information

Citation: Loi R, Simbula G, Pibiri M. Molecular Targets of microRNAs during Liver Regeneration after Acute Injury: Recent Advances. Gene Expr. Published online: Jun 30, 2024. doi: 10.14218/GE.23.00175.

Abstract

Experimental models using 2/3 partial hepatectomy or chemical injury have helped identify the pathways associated with liver regeneration (LR). Several microRNAs (miRNAs) have been identified as modulators of LR, but the molecular mechanisms underlying their activity are still unclear. Given the development of new therapies targeting miRNAs, this is an important question to address. This review discusses recent studies exploring the molecular mechanisms of miRNA-dependent regulation of LR. In particular, the finding that circ-RBM23 promotes LR by sequestering cytoplasmic miRNA139-5p has furthered the understanding of the molecular mechanisms underlying circRNA activity. Interestingly, although miRNAs are generally considered negative regulators of their target mRNAs, miRNAs182-5p promotes LR by upregulating Cyp7a. Furthermore, mesenchymal stem cell (MSC)-derived extracellular vesicles (EVs) were shown to enhance LR after 2/3 partial hepatectomy by releasing miRNAs that inhibit gene expression to promote an anti-inflammatory response or miRNA-regulatory factors. Since the administration of MSCs-EVs has no hepatotoxic side effects, this may represent a therapeutic strategy to promote LR. miRNAs also mediate LR after chemical injury. This is the case for miR194 and miR21, whose downregulation activates pro-regeneration pathways to ameliorate acetaminophen-induced liver injury. In addition, the downregulation of miR21 has been shown to improve autophagy and haemostasis after acetaminophen overdose. Although further studies are needed to improve their efficacy as therapeutics, the evidence gathered in this review has led to a better understanding of the molecular mechanisms associated with the control of LR by miRNAs.

Keywords

miRNA, Liver regeneration, 2/3 partial hepatectomy, Acetaminophen, Mesenchymal stem cells, Extracellular vesicles

Introduction

The liver is involved in many fundamental physiological processes, such as bile production, plasma protein synthesis, nutrient absorption and detoxification, vitamin storage, macronutrient metabolism, and support of the immune system.1 The liver parenchyma consists of two cell types: hepatocytes and cholangiocytes. In contrast, the non-parenchymal counterpart comprises hepatic stellate cells (HSCs), liver sinusoidal endothelial cells, and resident macrophages known as Kupffer cells (KCs).1 Liver function is primarily carried out by hepatocytes, which account for approximately 80% of liver mass.1

Adult hepatocytes are normally in a quiescent state; however, they can rapidly re-enter the cell cycle following various types of acute injuries, including drug-induced injury or hepatic resection. Hepatocyte regeneration is central to the restoration of normal liver size and function, and impaired liver regeneration (LR) can lead to liver failure and patient death.2–5

Several studies have shown that microRNAs (miRNAs) are critical regulators of LR.5 However, most of these studies do not analyze the molecular mechanisms involved. Consequently, the scientific community is currently making significant efforts to characterize the molecular mechanisms. This seems extremely urgent given the potential therapeutic applications of miRNAs for the treatment of diseases characterized by impaired LR. In this brief review, we summarized the most recent studies (from January 2022 to December 2023) focusing on the molecular mechanisms involved in the regulation of LR after acute injury by miRNAs. The studies reported here have led to a better understanding of how miRNAs regulate LR after acute liver injury by 2/3 partial hepatectomy (PH) or acetaminophen (APAP) overdose. Based on the data obtained, several miRNAs have been proposed as novel molecular targets for tissue repair and functional recovery of LR. Although further research is needed to determine the therapeutic efficacy and safety of miRNA-based therapies, the findings presented here may enable the development of new treatments for liver diseases.

The most common in vivo experimental model for studying LR is 2/3 PH in rodents.6 After 2/3 PH, hypertrophy occurs, followed by cell proliferation, with hyperplasia being the major contributor to liver mass recovery.7 In response to surgery, the remaining hepatocytes proliferate until the original organ size is restored without activation of progenitor cells.8 LR undergoes three main phases: i) priming or initiation, which is associated with growth factor (GF) activation and cytokine release; ii) proliferation, which is promoted by immediate early gene or transcription factor activation; and iii) termination, which is likely driven by signaling pathways leading to inhibition of the regenerative response. Initiation of the LR response is partly related to an early increase in portal vein flow and pressure that produces shear stress on liver sinusoidal endothelial cells.9

Briefly, tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) are two key regulators of the initiation phase. Their production is mediated by the activation of the nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) in KCs.2,10 Interaction with KCs makes hepatocytes more susceptible to proliferative stimuli and contributes to the progression of LR.11 The increase in IL-6 triggers hepatocyte entry into the G1 phase by acting on Janus kinase and inducing phosphorylation of signal transducer and activator of transcription 3 (STAT3).2,12,13

Another cytokine that plays an important role in LR is IL-17.14 IL-17 regulates the expression of key molecules such as IL-6, C/EBPβ, and the recently identified A20, which, in turn, reduces inflammation and promotes cell proliferation through IL-6/STAT3 and NF-κB signaling.15–18 In addition, high levels of IL-17 interfere with the activation of natural killer T cells, which stimulate LR through IL-4 production.16

Hepatocyte progression into the cell cycle is ensured by GF-mediated signaling, leading to the transcription of delayed early genes encoding cell cycle regulatory proteins, namely cyclins.19–21 The most important factors in this scenario are hepatocyte growth factor (HGF) and specific ligands of epidermal growth factor receptor (EGFR).9 Proliferating hepatocytes release many GFs that stimulate the proliferation of non-parenchymal cells, thus orchestrating the regeneration response.9

Hepatocyte proliferation stops immediately when the original liver mass is restored, during the termination phase. This event is likely promoted by the activation of signal transduction pathways associated with cell growth inhibition, such as those mediated by transforming growth factor beta (TGF-β)/TGF-β receptor (TGFβR),22 mammalian target of rapamycin (mTOR), and cell-extracellular matrix interaction.23–25

In clinical settings, LR occurs after chemical injuries. Among the hepatotoxic agents used to study LR, APAP overdose is particularly significant, as it represents the leading cause of acute liver failure (ALF) in the Western world.9,26 APAP hepatotoxicity develops mainly in three phases.26 In the initiation phase, APAP overdose leads to the accumulation of its reactive metabolite, N-acetyl-p-benzoquinoneimine. Subsequently, the formation of radicals and cytokines, along with macrophage activation, results in centrilobular hepatocellular necrosis. In the progression phase, the initial acute liver injury (ALI) worsens. Proteolytic enzymes released from dying hepatocytes damage neighboring hepatocytes, exacerbating the injury. Finally, the injury phases of APAP hepatotoxicity are followed by a recovery phase, during which compensatory hepatocellular proliferation occurs, restoring liver size. If the regenerative response is ineffective, ALI progresses to ALF, which is associated with multi-organ failure and death.26 Similar to the 2/3 PH model, early dose-dependent activation of EGFR and HGF receptor (MET) also occurs in mice after APAP overdose.27,28 However, in this case, LR is more dependent on EGFR signaling, suggesting that alternative proliferation pathways cannot compensate in a toxic and inflammatory environment where timely LR is critical.9 The expression of TNF-α and IL-6 and their downstream signaling pathways, as well as the concentrations of vascular endothelial growth factor (VEGF) and its receptors, also increase after APAP overdose in mice.27 LR after APAP hepatotoxicity is dose-dependent and positively correlated with injury but is significantly impaired beyond a threshold. This impairment is likely due to the persistent activation of cell cycle arrest signaling pathways and DNA damage, without activation of DNA repair mechanisms in perinecrotic hepatocytes.26,27,29,30 A key role for TGF-β1 in promoting cell cycle arrest in uninjured perinecrotic hepatocytes has also been demonstrated in mice.29 Despite these findings, the processes involved in LR during APAP hepatotoxicity are still poorly understood; further studies are crucial for developing regenerative therapies for the treatment of drug-induced ALF.9

miRNAs are endogenous, single-chain, non-coding RNAs that are 18–25 nucleotides long. They bind to complementary sequences on protein-coding mRNAs, causing their degradation or translational repression.31 miRNAs control various cellular and developmental processes, and dysregulation of their expression is associated with many human diseases.32–34 Therefore, circulating miRNAs are considered potential biomarkers for a wide range of diseases.34

Several studies have shown the involvement of miRNAs in the regeneration response. During LR, miRNAs provide the necessary dynamics for liver cells to promptly adapt to an altered environment or signaling messages.35 These changes in miRNA expression drive hepatocyte proliferation, innate immunity, and angiogenesis. Conversely, impaired LR is associated with specific miRNAs that enhance cell cycle arrest and promote DNA methylation.5 After 2/3 PH in rodents, the priming phase of LR is associated with several miRNAs targeting genes involved in cell apoptosis, survival, cell cycle, inflammation, metabolism, etc.5 Previous studies have shown the most significant change in miRNA profiles occurs during the peak of DNA replication, which is 24 h after surgery in the rat liver.36 Genome-wide microarray studies have revealed a biphasic miRNA expression pattern in hepatectomized rats, showing upregulation of approximately 40% of miRNAs early after surgery, while up to 70% were downregulated 24 h post-PH.37 Subsequent analyses suggested that the early upregulation of specific miRNAs might mediate the downregulation of miRNA processing genes, leading to a global decrease in miRNAs observed 24 h after surgery.37 It is hypothesized that the early phase after 2/3 PH is associated with the upregulation of specific miRNAs that promote the priming phase of LR, where hepatocytes are refractory to growth signals. Their downregulation 24 h after surgery is ultimately required for efficient liver tissue recovery.37

Overall, after 2/3 PH, some miRNAs are overexpressed while others are under expressed. These dynamic variations contribute to the modulation of the complex and articulated process of LR.38 As discussed in detail elsewhere, the best-studied miRNA in LR is miR21, which regulates LR either positively or negatively by targeting multiple genes.5 However, the exact mechanisms by which individual miRNAs regulate LR are still largely unknown.

Following APAP overdose, several miRNAs are readily detectable in the blood of mice and humans even before liver enzyme levels increase, and their levels correlate with the histopathology of liver degeneration. Therefore, miR122 and miR192, among others, are considered reliable biomarkers for APAP-induced hepatotoxicity.35,39,40 However, their involvement in LR cannot be excluded.

miRNAs as modulators of LR after 2/3 PH

Initiation phase

Recently, Pal et al.41 performed a transcriptomic and miRNomic analysis of livers from mice sacrificed at early time points after 2/3 PH (LR). Although a large number of genes are deregulated after 2/3 PH, most are thought to be related to both the reconstitution of liver mass and the stress response. In addition, miRNAs controlling negative regulators of the cell cycle, such as miR106a-5p, miR340-5p, miR196b-3p, and miR455-5p targeting Socs3, and miR301 targeting Cyclin-dependent kinase inhibitor 1a, were downregulated at early time points after surgery, accompanied by the increased expression of their target genes. Additionally, there was a strong upregulation of the oncosuppressor miR34 family, a known mediator of the termination phase of LR, after 2/3 PH.42 The activation of inhibitory signals after surgery is consistent with the fact that the initiation phase of LR is a preparatory event characterized by refractoriness to DNA synthesis.

Overall, these results support the concept that mitogenic signaling is actively inhibited early after surgery.37,43

In a recent study by Zang et al.,44 Large-scale quantitative detecting and analyzing was used to determine the regulation of hepatocyte proliferation by competing endogenous RNAs during the initiation phase of LR in rats. Competing endogenous RNAs include noncoding RNAs, mRNAs, and transcribed pseudogenes that regulate each other by competing for shared miRNAs.45 Noncoding RNAs include circular noncoding RNAs (circRNAs), which increase the complexity of RNA regulatory networks by acting as miRNA sponges, thereby repressing the functional activity of miRNAs.46 In the study by Zang et al.,44 miR369-3 and the circRNA rno-Rmdn 2_0006, which interacts with miR369-3 and inhibits its activity, were found to affect the expression of G0 and G1 phase genes during LR by regulating the expression of Notch3. Notch3, a member of the Notch family, promotes cell proliferation.47–49 Overall, the results indicated that Notch3 mRNA is affected by miR369-3p at 0 h. Inhibition of Notch3 by miR369-3p at 0 h leads to inhibition of Notch3-mediated activities, such as the upregulation of G1 phase genes and the inhibition of G0 phase genes, resulting in hepatocytes remaining in the G0 phase. However, the decreased expression of miR369-3p 6 h after surgery, possibly due to inhibition mediated by rno-Rmdn 2_0006, leads to an increase in Notch3 protein, which promotes the expression of G1 phase genes and inhibits the expression of G0 phase genes. Consequently, the hepatocytes enter the G1 phase. As reported in detail elsewhere, activation of Notch signaling during LR plays a key role in regulating other important events besides hepatocyte proliferation, such as biliary regeneration and neovascularization of the newly formed liver tissue.50

These results have shown that miR369-3p-mediated Notch3 regulation is crucial in triggering the initial phase of LR (Fig. 1, Table 1).41,44,51–60 This finding represents progress in characterizing the molecular mechanisms underlying LR initiation following 2/3 PH.

miRNA changes modulating initiation, proliferation, or termination phases of liver regeneration.
Fig. 1  miRNA changes modulating initiation, proliferation, or termination phases of liver regeneration.

Initiation phase. Early after PH, the downregulation of miRs targeting Socs3 and miR301 targeting Cdk1 induces genes that inhibit cell proliferation. The same effect is also achieved by upregulating the miR34 family through the downregulation of their target genes. Conversely, the upregulation of miR183 positively mediates cell proliferation by inhibiting the gene Pdcd6, while the downregulation of miR369-3p promotes the G0-G1 transition by upregulating Notch3. Proliferation phase. Upregulation of miR182-5p promotes LR by inducing hepatocyte-HSC crosstalk, leading to hepatocyte proliferation, and by promoting M2 polarization in KCs through the downregulation of the FOXO1/TLR4 pathway. The downregulation of miR139-5p also promotes the proliferative phase of LR by upregulating its target Rrm2, which activates hepatocyte proliferation via the AKT/mTOR signaling pathway. Inhibitory signals also regulate the proliferation phase of LR. Upregulation of miR34b-5p negatively modulates hepatocyte proliferation by downregulating Pdk1 gene expression, while the upregulation of miR194 and miR125a has the same effect by downregulating β-catenin signaling and the STAT3/P-STAT3/JUN/BCL2 axis, respectively. Termination phase. At later time points after 2/3 PH, upregulation of miR141-3p possibly mediates LR termination by inhibiting the Cdk8 gene, while p53-induced upregulation of miR34a exerts the same effect through the activation of the pro-apoptotic p53/miR34a/SIRT1 positive loop. Green arrow: ACTIVATION; red arrow: INHIBITION. Akt, protein kinase B; BCL-2, B-cell lymphoma 2; HSC, hepatic stellate cells; KCs, Kupffer cells; LR, liver regeneration; miRNA, microRNA; mTOR, mammalian target of rapamycin; P-STAT3, phospho-Signal transducer and activator of transcription 3; SIRT1 , sirtuin 1; STAT3, signal transducer and activator of transcription 3.

Table 1

miRNAs involved in liver regeneration after acute liver injury

miRNASample sourceEffectReference
miRs targeting Socs3 miR301, miR34 familyMouse liver tissues at early time points after 2/3 PHInhibition of mitogenic signals early after PH.Pal et al.41
miR182-5pMouse liver tissues isolated three days after 2/3 PH; Primary mouse hepatocyte cultures; Primary mouse hepatocytes/primary HCS co-culturesPromotes Cyp7a1/colic acid (CA) signaling-dependent HSCs activation and their Hh ligand production which promote hepatocyte proliferation during LR.Xiao et al.52
Liver tissues from hepatectomized mice treated with Hp-MSC-derived ExomiR182-5p contained in Hp-Exo promotes LR via inducing M2 macrophage polarization through the FOXO1/TLR4 signaling pathway.Xu et al.57
miR183Liver tissues from hepatectomized rats isolated from 0 to 168 h; BRL3A cell linePromotes the initiation of liver proliferation and accelerates the cell cycle of hepatocytes by reducing the expression of its target gene Pdcd6.Hou et al.51
miR369-3pLiver tissues from hepatectomized rats isolated at 0, 6, and 24 h after surgeryRegulates Notch3 expression in the initial phase of LR to promote G0-G1 transition.Zhang et al.44
miR34b-5pLiver tissues from hepatectomized mice isolated at 48 h after surgery; NCTC 1469 cell lineNegatively modulates hepatocyte proliferation by downregulating Pdk1 expression during the progression stage of LR.Lei et al.53
miR34aLiver tissues from hepatectomized miceRegulates the termination phase of liver regeneration as a part of the pro-apoptotic p53/miR34a/SIRT1 positive loop.Gong et al.55
miR141-3pPerfused rat livers and rat primary hepatocytes in response to hypoosmolarity-induced cell swelling; Liver tissues from hepatectomized rats (0–14 days); Rat primary hepatocytes; Huh7 cell lineExerts a central role in the osmo- and mechanical sensing of hepatocytes.
Increases after 2/3 PH, possibly mediating LR termination through Cdk8 inhibition.
Bardeck et al.56
miR125aLiver tissue of hepatectomized rats at 24 h after PH; BRL3A cell lineRepresses hepatocyte proliferation and the proliferation stage of LR by affecting the axis of STAT3/P-STAT3/JUN/BCL2.Zhang et al.54
miR194Liver tissue from miR192/194 KO/WT mice treated with APAP; Liver tissues from hepatectomized miR192/194 KO/WT mice (0–7 days); AML-12 cell lineIncreases liver injury after APAP overdose and negatively regulated LR by downregulating the β-catenin signaling.Chang et al.59
miR21Liver tissues from miR21 KO/WT mice treated with APAPInhibits LR by downregulating the β-catenin signaling.
Retards the autophagic breakdown of damaged organelles and misfolded protein response.
Directly modulates the increased expression of the hypofibrinolytic molecule PAI1
Huffman et al.60
miR139-5pLiver tissues from hepatectomized mice treated with hPMSCs-EVs 24 h before 2/3 PH; LO2 cell linePromotion of LR mediated by circ-RBM23 contained in hPMSCs-EVs which sponges miR139-5p in hepatocytes to inhibit the suppression of its target gene Rrm2.Li et al.58

Another miRNA that has recently attracted attention for its role in LR is miR183. Based on previous studies showing strong miR183 upregulation early after 2/3 PH, Hou et al. recently attempted to characterize the molecular mechanisms underlying miR183 upregulation during LR in hepatectomized rats.51,61 The results showed that the expression levels of miR183 peaked at 2 h and 120 h after surgery. Consistently, upregulation of miR183 induced the transition to the G0/G1 phase and subsequent entry into the S phase in a rat fibroblast cell line (BRL-3A), suggesting that miR183 may promote LR by stimulating cell proliferation. Interestingly, the expression of the miR183 target Programmed cell death protein 6 (Pdcd6) was inversely correlated during LR. The Pdcd6 gene encodes a calcium-binding protein that plays an important role in promoting apoptosis.62 In addition, the Pdcd6 protein has been shown to bind to VEGFR2, possibly inhibiting VEGFR2-mediated angiogenesis.63 Therefore, the inhibition of Pdcd6 by miR183 upregulation in the initiation phase of LR might be related to the promotion of angiogenesis as well as the facilitation of liver proliferation. Overexpression of miR183 was able to positively regulate LR in hepatectomized rats. In vitro experiments showed that miR183 directly regulated the expression of the Pdcd6 gene, which was inversely correlated with miR183 expression. Accordingly, inhibition of miR183 or overexpression of Pdcd6 resulted in cell cycle arrest, while upregulation of miR183 or silencing of Pdcd6 had the opposite effect.

Overall, the study by Hou et al.51 showed that overexpression of miR183 can promote cell cycle initiation and acceleration in hepatocytes by reducing Pdcd6 expression (Fig. 1, Table 1). Although the role of Pdcd6 in mediating the effects of miR183 on LR requires further characterization, this finding has helped clarify the role that overexpression of miR183 plays during LR.

Proliferation phase

The LR is strongly influenced by the dynamic interaction between different resident cell types. In particular, HSCs contribute to regulating LR after 2/3 PH by releasing various GFs and cytokines. However, the molecular mechanisms that stimulate the secretory activity of HSCs after surgery still need elucidation.64,65 Recently, Xiao et al.52 have shown that miR182-5p plays a key role in regulating LR in mice by promoting hepatocyte-HSC crosstalk. Their results demonstrated that in mouse models where miR182-5p was either downregulated or upregulated, hepatocyte proliferation after 2/3 PH correlated positively with miR182-5p expression.52 However, overexpression or inhibition of miR182-5p had no significant effect on cell proliferation in primary hepatocytes, while it stimulated proliferation when hepatocytes were cultured with non-parenchymal cells. Previous in vitro experiments revealed that hepatocyte-derived miR182-5p promotes hepatocyte proliferation via HSC-dependent activation of the Hedgehog (Hh) signaling pathway in hepatocytes.66,67 Accordingly, Xiao et al. found that overexpression of miR182-5p in hepatocytes during LR resulted in Cyp7a1-mediated production of colic acid (CA) from hepatocytes.52 Once released in the liver, CA promoted the production of Hh ligands from HSCs, which activated the Hh signaling pathway in hepatocytes, triggering their proliferation. Interestingly, the expression of Cyp7a1 was strongly suppressed 24 h after surgery but gradually increased in the proliferation phase, associated with the upregulation of miR182-5p. However, the mechanisms underlying the positive role of miRNA182-5p in the translation of the Cyp7a1 gene have not been characterized in this study and require further analysis.

Notably, conflicting results have been reported regarding the temporal activation of miRNA182-5p in rats and mice, placed in the initiation phase of rat LR by Geng et al.61 and in the proliferation phase of mouse LR by Xiao et al.52 However, while in rat liver miR182-5p, whose expression was analyzed from 2 h to 168 h, seems to effectively regulate the initiation phase, its involvement in both the initiation and proliferation phases cannot be excluded in mice, as the earliest time point analyzed in mouse livers was 24 h. Further studies could help better clarify the role of miRNA182-5p in LR.

Overall, the study by Xiao et al.52 helped clarify the molecular mechanisms that stimulate HSC secretory activity after 2/3 PH by revealing a novel molecular mechanism based on the crosstalk between hepatocytes and HSCs, which is promoted by the activation of miR182-5p (Fig. 1, Table 1). Moreover, upregulation of miR182-5p has been shown to mediate the proliferation phase of LR in mice by positively regulating Cyp7a1 expression in hepatocytes. Therefore, this study provides new evidence for the positive regulation of mRNA expression by miRNAs.

Recently, Lei et al.53 investigated the regulatory networks of long noncoding RNA-miRNA-mRNA involved in LR in hepatectomized mice 48 h after surgery. Analysis of genes differentially expressed during LR revealed associations with biological processes closely related to hepatocyte proliferation, involving important signaling pathways, such as Wnt, mitogen activated protein kinase (MAPK), Ras, and mTOR, which are highly interconnected.53 Regarding miRNAs, Lei et al.53 found that the upregulation of miR34b-5p negatively modulated the expression of 3-Phosphoinositide-dependent kinase 1 (Pdk1) mRNA and protein during the progression of hepatocyte proliferation. The Pdk1 gene encodes a component of the PI3K/PDK1/Akt signaling pathway, which plays a central, albeit controversial, role in LR after PH.68–70 In Lei’s study, in vitro experiments showed that the interaction between miR34b-5p and Pdk1 mRNA led to the inhibition of hepatocyte proliferation.53

This study, for the first time, characterized the role of the miR34b-5p/PDK1 axis in hepatocyte proliferation and demonstrated its negative modulation of this process. Based on this finding, the miR34b-5p/PDK1 axis may represent a novel molecular target for regulating LR in clinical settings.

miR125a-5p has been shown to negatively modulate the proliferation and metastasis of hepatocarcinoma (HCC) and viral replication in the liver.71,72 In addition, its downregulation was recently found to protect against chemical liver injury by modulating hepatocyte proliferation and apoptosis.73 Despite reports of miR125a upregulation 2 h after 2/3 PH, its role in LR has not been fully characterized. Therefore, Zhang et al.54 recently investigated the role of miR125a-5p in LR in rats sacrificed 24 h and 30 h after surgery. Their results indicated that miR125a was strongly downregulated in rat livers after 2/3 PH. Moreover, cell transfection experiments showed that the upregulation of miR125a suppressed the G1/S transition as well as the proliferation phase in BRL-3A cells. Proliferation signaling pathway screening revealed an inverse correlation between miR125a and Stat3 in regenerating rat livers and BRL-3A cells. STAT3 is a complex transcription factor that can regulate numerous processes such as apoptosis, proliferation, differentiation, and survival.74 Recent studies have reported that STAT3 can either promote or suppress tumorigenesis depending on the oncogenic environment, alternative mRNA splicing, and integration of different signals.74 Previous studies in human cancer samples demonstrated the synergistic activity of STAT3 and c-JUN proteins, leading to the identification of the pro-survival C-JUN or the anti-apoptotic BCL-2 genes as downstream targets of STAT3 in tumorigenesis.74 Accordingly, Zhang et al.54 found that the upregulation of miR125a was correlated with the inhibition of the expression of STAT3, p-STAT3, JUN, and BCL2 in cultured hepatocytes and livers from hepatectomized mice.

Overall, this study characterized the role of miR125a in LR and demonstrated that it acts as a negative regulator of the proliferation phase of LR by affecting the STAT3/P-STAT3/JUN/BCL2 axis (Fig. 1, Table 1). Since this axis is also involved in promoting human carcinogenesis, miR125a has been proposed as a potentially promising new molecular target for both modulating LR and treating liver carcinomas.54

Termination phase

Previous studies have demonstrated that miR34a inhibits LR after 2/3 PH in rats.42 Specifically, it acts as a direct target of p53 and is part of a positive feedback loop with p53 and the Silent Information Regulator 1 (SIRT1) gene. In this loop, p53 activates miR34a, which in turn induces acetylation and transcription of p53 by repressing the nicotinamide adenine dinucleotide-dependent deacetylase SIRT1, ultimately promoting cell apoptosis.75 Building on this understanding, Gong et al.55 recently aimed to further characterize the involvement of the p53/miR34a/SIRT1 positive feedback loop in LR termination in hepatectomized mice. The results showed that this loop was strongly activated in the late stage of LR. Furthermore, the overexpression of p53 increased hepatocyte apoptosis during LR and anticipated its termination. Conversely, knock-down of miR34a abolished the p53/miR34a/SIRT1 positive feedback loop and suppressed LR termination. Interestingly, increased p53 expression during the initiation phase failed to stimulate the p53/miR34a/SIRT1 positive feedback loop.

Previous studies have shown that the activation of miR34a by p53 can be inhibited by the farnesoid X receptor/small heterodimer partner (FXR/SHP) signaling pathway. Since the ligands of FXR also include bile acids (BAs),76 Gong et al.55 investigated the involvement of BAs in LR as activators of this signaling pathway. The data obtained showed that the total amount of BAs was higher in the early phase of LR and lower in the termination phase, with a gradual increase in the proportion of T-β-muricholic acid (MCA) in the total amount of BAs. Consistent with the identification of T-β-MCA as an FXR antagonist,77 subsequent analyses showed that T-β-MCA suppressed the FXR/SHP signaling pathway and enhanced the proapoptotic effects of the p53-activated positive feedback loop p53/miR34a/SIRT1, both in vitro and in vivo. Since impairment of LR termination may lead to hepatocarcinogenesis, the relationship between the p53/miR34a/SIRT1 positive feedback loop and tumorigenesis in human HCCs was next investigated. The results showed that this positive feedback loop was deficient in p53-mutated and p53-deficient tumors.55

Overall, this study has shed light on the molecular mechanisms associated with the termination phase of LR by better characterizing the involvement of the p53/miR34a/SIRT1 positive feedback loop in mediating the process and identifying the factors involved in its regulation (Fig. 1, Table 1). Furthermore, a link between deficiency in the p53/miR34a/SIRT1 positive feedback loop and the promotion of hepatocarcinogenesis was discovered, providing new insights for the treatment of malignant liver diseases.

The initiation of cell proliferation can be controlled by changes in cell volume.78 In particular, it has been reported that hepatocyte swelling induced by hypoosmolarity or insulin triggers hepatocyte proliferation mediated by integrin and c-Src kinase-dependent EGFR activation.79,80 Nevertheless, the role of miRNAs in hepatocyte swelling-associated osmosignaling is largely unknown. Therefore, Bardeck et al.56 recently analyzed the role of miRNAs in rat livers perfused with a hypoosmotic medium to induce cell swelling. It was found that the expression of miR141-3p was upregulated in perfused rat livers, which was accompanied by the downregulation of its target genes. The same results were obtained in primary hepatocytes under hypoosmotic conditions. The upregulation of miR141-3p required Src-mediated activation of Erk and p38 MAPK, known downstream effectors of hypoosmotically induced signaling pathways.56,80 Furthermore, the addition of colchicine to the perfusion buffer prevented the upregulation of miR141-3p under hypoosmotic conditions. Since colchicine triggers depolymerization of the microtubule network, this suggests a possible involvement of miR141-3p in microtubule formation and inhibition of proteolysis associated with hepatocellular swelling.81 Overall, these data suggest the involvement of miR141-3p in hypoosmolarity-induced osmotic signaling pathways.

miR141 is frequently dysregulated in malignant tumors, where it controls epithelial-to-mesenchymal transition, apoptosis, proliferation, and metastasis, strongly influencing tumor development and progression.82 Among the genes that were downregulated at hypoosmolarity in association with upregulation of miR141-3p, Bardeck et al. identified Cyclin-dependent kinase 8 (Cdk8) as a direct target of miR141-3p. Since Cdk8, as part of the mediator complex, regulates the transcription of almost all RNA polymerase II-dependent genes, and miR141-3p plays a role in cell proliferation, their expressions were also analyzed in hepatectomized rats.56,82,83

Interestingly, miR141-3p upregulation and Cdk8 mRNA downregulation were simultaneously detected three days after surgery, indicating their possible involvement in the termination phase of LR. Moreover, overexpression of miR141-3p inhibited both the expression of its target genes in primary hepatocytes and the proliferation of human hepatoma cells.56 In the latter case, upregulation of miR141-3p inhibited tumor cell proliferation without affecting their viability, suggesting the triggering of a counterregulatory antiproliferative response.

During hypoosmotically induced cell swelling, compression and stretching of liver cells occur.84 Similarly, mechanical stretching of hepatocytes can be observed after a 2/3 PH, due to the flow of blood volume from the portal vein through a liver reduced to 1/3 of its normal mass. Consistent with this, Bardeck et al.56 found miR141-3p upregulation and decreased Cdk8 expression, albeit not significantly, in primary rat hepatocytes seeded in a stretch chamber.

Although the importance of miR141-3p and Cdk8 as regulators of LR needs further characterization, these data suggest a central role of MAPK-mediated miR141-3p activation in hepatocyte osmo- and mechanosensing. MAPK-mediated proliferation signaling may increase miR141-3p to create a negative feedback loop, preventing excessive hepatocyte growth during liver repair (Fig. 1, Table 1).

Regulation of LR after 2/3 PH by miRNAs contained in mesenchymal stem cell (MSC)-derived extracellular vesicles

Infusion of MSCs after 2/3 PH has been shown to improve the LR response.85 MSCs are a heterogeneous group of multipotent stromal cells present in many tissues and endowed with therapeutic properties in acute and chronic liver diseases due to their self-renewal potential, differentiation capacity, and immunomodulatory role.86 Recently, accumulating evidence has shown that the secretion of extracellular vesicles (EVs) by MSCs strongly influences their biological functions.87 Among EVs, exosomes (Exo) form a group characterized by a diameter of 30 to 160 nm, which may mediate intercellular transitions by transferring various biologically active substances such as proteins, mRNA, and miRNAs.87 These miRNA-containing EVs can be taken up by neighboring cells or enter the circulation, allowing miRNA-dependent modification of gene expression in recipient cells both locally and distally. MSC-Exo have previously been shown to replace MSCs in improving recovery in animal models of LR.88 Based on this, Xu et al.57 recently investigated the ability of MSCs to improve LR after 2/3 PH in mice and the potential involvement of Exo in this event. Since hypoxia treatment stimulates the proliferation of MSCs, this study was performed using bone marrow-derived (BM) hypoxic MSCs (Hp-MSCs).57,89 The results showed that BM-Hp-MSCs improve LR in hepatectomized mice mainly through the secretion of exosomes. Accordingly, treatment with exosomes from BM-Hp-MSCs (Hp-Exo) promoted LR after 2/3 PH and reduced liver injury in hepatectomized animals compared to controls. Remarkably, Hp-Exo were found to be taken up by liver macrophages, which subsequently underwent M2 polarization, resulting in anti-inflammatory and tissue repair responses.57 miRNA array analysis showed the enrichment of miR182-5p in Hp-Exo, suggesting its contribution to the enhancement of their anti-inflammatory effects. Accordingly, miR182-5p inhibition partially abrogated the beneficial effects of Hp-Exo on macrophage M2 polarization both in vitro and in vivo.57 The Foxo1 gene, a known regulator of macrophage polarization through toll-like receptor (TLR)-mediated signaling, was identified as the target of miR182-5p in inducing M2 polarization of KCs.

Taken together, these results suggest that miR182-5p promotes LR after 2/3 PH by inducing Hp-Exo-mediated M2 macrophage polarization, targeting the FOXO1/TLR4 pathway (Fig. 1, Table 1). These results, similar to those of Xiao et al., highlight the role of miRNA182-5p in promoting LR.52,57

The effects of MSC-derived EVs on LR were also investigated by Li et al.58 In this study, mice were intravenously administered EVs isolated from human placenta-derived MSCs (hPMSCs-EVs) 24 h before 2/3 PH. The data obtained showed that pretreatment with hPMSCs-EVs promoted LR and exerted a hepatoprotective effect. Molecular analysis showed that hPMSCs-EVs contained circRNAs. Among these, circ-RBM23 showed the highest expression, and its silencing significantly reduced hepatocyte proliferation in vitro, suggesting that its upregulation could stimulate hepatocyte growth. Bioinformatic analysis led to the identification of miR139-5p as the most important potential miRNA target of circ-RBM23, and molecular analyses confirmed their interaction. Furthermore, upregulation of circ-RBM23 was associated with a decrease in miR139-5p in 2/3 PH animals. Taken together, these results suggest that circ-RBM23 may sponge miR139-5p to inhibit its function in hepatocytes during LR. Inhibition of miR139-5p by circ-RBM23 resulted in the upregulation of the miR139-5p target gene Ribonucleotide reductase regulatory subunit M2 (Rrm2), which encodes an enzyme that catalyzes deoxyribonucleotide synthesis.90 Upregulation of Rrm2 in hepatocytes treated with hPMSCs-EVs and in mice in which circ-RBM23 was silenced 24 h before surgery promoted hepatocyte proliferation via the protein kinase B (AKT)/mTOR signaling pathway, a known mediator of RRM2 action.91,92 The study by Li et al. is the first to report a link between circ-RBM23 and LR.90 Overall, these results show that circ-RBM23 delivered by hPMSCs-EVs promotes hepatocyte proliferation by sponging miR139-5p via the RRM2/AKT/mTOR signaling pathway (Fig. 1, Table 1). Remarkably, the proliferative effect of hPMSCs-EVs in hepatectomized mice was devoid of hepatotoxic effects, indicating the potential usefulness of these vesicles as therapeutic agents for tissue repair and functional recovery in LR.

miRNAs as modulators of LR after chemical injury

Several studies have shown that miR192/194 are suitable biomarkers for ALI due to their rapid serum increase after liver injury.93 To characterize the role of miR192/194 in ALI, Chang et al.59 generated miR192/194 knock-out mice and established an animal model of ALF by APAP administration. Remarkably, the livers of the mutant mice appeared physiologically normal, with no spontaneous damage associated with the loss of miR192/194. The data obtained showed that depletion of miR192/194 protected the liver from APAP-induced damage. Accordingly, loss of miR192/194 promoted liver cell proliferation and reduced cell death after APAP treatment. In addition, a strong upregulation of molecules that protect the liver from APAP damage, such as FXR and hepatic glutathione (GSH), was also observed.94,95 Overall, these data suggest that the loss of miR192/194 may protect the liver from APAP by activating genes that promote liver proliferation, reduce cell death, and increase GSH synthesis. The same study also examined LR in both mutant and control mice one to seven days after 2/3 PH, which is a better-synchronized proliferation model compared to APAP treatment. The results confirmed that the mutant livers proliferated more than the control livers during LR. Moreover, the expression of β-catenin target genes (e.g., glutathione synthase) and of the Wnt/Fzd receptors CTNNB1 and FZD6 were higher in the APAP-treated mutant mice than in the treated controls 6 and 12 h after treatment. Similar results were obtained in the hepatectomized groups with or without APAP administration (Fig. 1, Table 1). In addition, immunohistochemical analysis showed that after 2/3 PH, glutathione synthase staining was higher in the mutant livers than in the control livers. It was also shown that β-catenin was responsible for protection against APAP toxicity, as its inhibition reduced both the expression of β-catenin target genes and liver injury in APAP-treated mutant mice. Finally, in vitro transfection studies revealed that only miR194, and not miR192, regulates β-catenin signaling.59

Overall, this study has characterized the biological role of miR194 during drug-induced ALI. miR194 depletion can either promote LR after APAP overdose and 2/3 PH or protect from APAP-induced liver injury by upregulating β-catenin signaling. These data suggest that downregulation of miR194 can promote hepatocyte proliferation after acute injury by inducing the β-catenin signaling pathway (Fig. 1, Table 1). Remarkably, liver proliferation was not spontaneously activated in the mutant mice, suggesting that miR194 depletion was not associated with changes in normal liver physiology or oncogene promotion. Therefore, downregulation of miR194 may serve as a valuable therapeutic option in acute liver injury.59

miR21 has been shown to regulate gene expression in various liver diseases. Specifically, higher serum concentrations of miR21 have been found in AFL patients during the spontaneous recovery phase, while its inhibition has been shown to exacerbate acute liver injury.96,97 Nevertheless, the role of miR21 in APAP-induced liver injury is largely unknown. Therefore, recently Huffman et al.60 investigated the role of miR21 in APAP-induced liver injury using miR21 knock-out (miR21KO) mice. Their results showed that the mutant mice were protected from APAP-induced toxicity and exhibited increased LR compared to wild type (WT) mice. Although liver injury was similar in both groups 6 h after treatment, enhanced recovery, arrest of necrosis progression, and sustained liver repair were observed 24 h after treatment only in the mutant mice. Additionally, activation of the Wnt/β-catenin signaling pathway was observed at 24 h only in the APAP-treated mutant mice, which was associated with the increased expression of the β-catenin target cyclin D1.27,60 Furthermore, miR21 KO mice exhibited increased PCNA (proliferating cell nuclear antigen) protein levels at the same time point, whereas these were unchanged in APAP-treated WT mice. Overall, these results suggest that miR21 may delay LR by affecting the proliferation phase of recovery. Notably, increased proliferation due to miR21 overexpression has been demonstrated in several human cancers.98 Nevertheless, several studies are consistent with the results obtained by Huffman et al. in WT mice 24 h after APAP treatment, where increased expression of miR21 was associated with impaired hepatocyte proliferation.60,99,100 Therefore, it was hypothesized that the proliferative role of miR21 may be tissue-specific and absent in noncancerous cells. Moreover, since Tgfb1 expression was found to be upregulated at 24 h only in APAP-treated WT mice, which showed decreased expression of proliferation markers compared to mutant mice, it was hypothesized that miR21 inhibited LR rather than promoted proliferation.60

Selective autophagy has been shown to favor the repair process after APAP intoxication by removing damaged mitochondria.101 Consistent with this, Huffman et al.60 found that mutant mice showed stronger activation of autophagy-related genes 24 h after APAP treatment than WT mice. This suggests that miR21 delays the autophagic degradation of damaged organelles and the response to misfolded proteins, thereby impairing LR after APAP overdose.60 Finally, this study is the first to report that miR21 directly modulates the increased expression of the gene encoding the hypofibrinolytic molecule PAI1 after APAP overdose, as its depletion significantly restricted this increase and thus improved the hypofibrinolytic state in miR21KO mice.

In summary, this study identified three signaling pathways that could be beneficially modulated by miR21 downregulation during the recovery phase after APAP hepatotoxicity, namely cell regeneration, autophagy, and coagulation homeostasis (Fig. 2, Table 1). Although longer follow-up studies are required, these results suggest that downregulation of miR21 may represent a therapeutic means to improve LR after APAP-induced injury.

Role of miRNA21 in APAP-induced liver injury.
Fig. 2  Role of miRNA21 in APAP-induced liver injury.

Upregulation of miR21 during APAP hepatotoxicity inhibits hepatocyte proliferation by downregulating the β-catenin signaling pathway. Additionally, miR21 overexpression affects liver repair by inducing changes in gene expression, leading to the downregulation of autophagy and haemostasis. APAP, acetaminophen.

Future perspectives

miRNA deregulation is associated with liver damage, fibrosis, and HCC development; therefore, miRNAs represent a promising therapeutic strategy for treating liver diseases.102 Due to their high stability and easy detection in the bloodstream, miRNAs are considered superior biomarkers for early diagnosis, prognosis, and liver disease evaluation compared to conventional biomarkers.103 As comorbidities can alter miRNA profiles, particularly in liver disease patients, high-throughput detection methods have been developed to obtain a global profile of circulating miRNAs, aiding in identifying a panel of miRNAs as biomarkers with improved diagnostic sensitivity and/or specificity.103 However, extreme caution is required when developing miRNA-based therapeutic options, as miRNAs can affect multiple downstream mRNA targets, and their functions are largely cell-type-specific. Therefore, altering a particular miRNA may have unexpected off-target effects that should be considered and avoided.104 On this basis, characterizing the molecular mechanisms underlying miRNA actions is fundamental to improving their therapeutic efficacy. In this context, the studies summarized in this brief review shed light on the molecular strategies employed by miRNAs to regulate LR caused by 2/3 PH or APAP overdose, aiding in the development of new therapeutic approaches for liver diseases associated with impaired LR. For example, the studies reported here have advanced the understanding of the molecular mechanism underlying the activity of circRNAs.44,58 This is particularly important because, although circRNAs play an active role in various liver diseases,105 their therapeutic application is currently limited by the few reports on their mechanism of action and upstream regulatory targets.105 In addition, it has been shown how MSC-derived EVs could improve LR by releasing miRNAs inhibiting gene expression to promote an anti-inflammatory response or by releasing miRNA-regulatory factors, such as circRNAs.57,58 Remarkably, administration of MSCs-EVs was found to improve LR without inducing hepatotoxic effects, suggesting their potential utility as therapeutic agents for tissue repair and functional recovery in LR. Recently, there has been increasing evidence for the importance of MSC-derived EVs in mediating the biological functions of MSCs.87,88 EVs have low toxicity and high stability and are preferentially taken up by the liver, making them attractive delivery vehicles for miRNA-based therapies.103 Moreover, it has been shown that exosomal miRNAs promote the progression of liver disease.106 Therefore, interrupting specific miRNA transport mediated by EVs has been proposed as a novel therapeutic strategy for the treatment of liver disease.103 However, some unanswered questions limit the therapeutic use of EVs, such as their kinetics, toxicity, off-target effects, and uptake.35 In this context, the recent availability of genetic tools, such as reporter mice and novel reporters for exosome secretion and uptake in living cells, as well as the identification of highly sensitive exosome isolation and purification protocols, could enable the development of new therapies for liver diseases.107 Finally, protection against APAP-induced ALI is associated with the downregulation of miR194 and miR21 expression.59,60 Interestingly, antisense oligonucleotide (ASO)-based therapies targeting miR21 are currently in clinical trials to treat pathologic conditions such as cardiovascular disease.108 ASOs are used to regulate the expression of mRNAs and noncoding RNAs. However, many aspects of the clinical application of ASO-based therapies still need clarification. The major hurdles to overcome in ASO-based therapeutic strategies are reducing potential off-target and unwanted on-target effects, improving potential immunostimulatory effects, reducing liver and kidney toxicity, and improving delivery to disease-specific sites. Therefore, further studies are needed to improve their efficacy as therapeutic agents.108

Overall, although many challenges remain, these studies have provided a deeper understanding of molecular targets of miRNAs that contribute to developing new liver disease therapies.

Conclusions

The studies reported here demonstrate that miRNAs are deeply involved in controlling LR by directly and indirectly regulating the expression of genes associated with cell proliferation and liver repair. As for the 2/3 PH model, miRNA-mediated regulation of gene expression was observed in each phase of LR. Overall, modifications in miRNAs during the initiation and proliferation phases result in both inhibition and activation of proliferation signaling. Since the initiation phase is characterized by refractoriness to proliferative stimuli, the activation of inhibitory signals is consistent, while the activation of proliferative signals is less clear. In this context, it is important to note that changes during this phase should be considered beneficial for both cell cycle entry and preparation for entry. In particular, the activation of proliferation genes by miRNAs in the initiation phase might mediate processes involved in LR beyond hepatic cell proliferation, such as metabolic remodeling associated with liver resection.

On the contrary, the integration of positive and negative proliferation signals during the proliferation phase is crucial for ensuring a safe and stable LR. Indeed, activating inhibitors during this phase may prevent an overshooting of the regeneration response that could lead to adverse effects such as HCC development. Therefore, although their effect on LR needs further characterization, these miRNAs might be considered potential novel targets for regulating LR and HCC development.

Compared to the other two phases, molecular mechanisms associated with the termination phase of LR have been less studied. Given the risks associated with sustaining the regeneration response, characterizing these mechanisms is urgently needed. The reviewed studies indicate that the upregulation of miRNAs promotes LR termination by triggering pro-apoptotic signaling while inhibiting proliferation signaling.

Lastly, two recent studies discussed here demonstrate that miRNAs may serve as therapeutic tools for treating APAP-mediated liver injury.

Although a deeper understanding of miRNA-dependent molecular strategies to regulate LR is necessary, these studies have helped identify new potential molecular targets for the diagnosis and therapy of liver disease.

Declarations

Acknowledgement

None to declare.

Funding

No funding to acknowledge.

Conflict of interest

The Authors have no conflict of interest to disclose.

Authors’ contributions

Review concept and design, illustration preparation, and data collection (MP), data interpretation (MP, RL), and drafting and revision of the manuscript (MP, RL, GS). All authors have made significant contributions to this paper and have approved the final text.

References

  1. Trefts E, Gannon M, Wasserman DH. The liver. Curr Biol 2017;27(21):R1147-R1151 View Article PubMed/NCBI
  2. Fausto N, Campbell JS, Riehle KJ. Liver regeneration. Hepatology 2006;43(2 Suppl 1):S45-S53 View Article PubMed/NCBI
  3. Michalopoulos GK. Liver regeneration. J Cell Physiol 2007;213(2):286-300 View Article PubMed/NCBI
  4. Michalopoulos GK, DeFrances MC. Liver regeneration. Science 1997;276(5309):60-66 View Article PubMed/NCBI
  5. Hu ZQ, Lu Y, Cui D, Ma CY, Shao S, Chen P, et al. MicroRNAs and long non-coding RNAs in liver surgery: Diagnostic and therapeutic merits. Hepatobiliary Pancreat Dis Int 2020;19(3):218-228 View Article PubMed/NCBI
  6. Higgins GM. Experimental Pathology of the Liver: Restoration of the Liver of the White Rat Following Partial Surgical Removal. Arch Pathol 1931;12:186-202 View Article PubMed/NCBI
  7. Marongiu F, Marongiu M, Contini A, Serra M, Cadoni E, Murgia R, et al. Hyperplasia vs hypertrophy in tissue regeneration after extensive liver resection. World J Gastroenterol 2017;23(10):1764-1770 View Article PubMed/NCBI
  8. Farber JL, Gerson RJ. Mechanisms of cell injury with hepatotoxic chemicals. Pharmacol Rev 1984;36(2 Suppl):71S-75S View Article PubMed/NCBI
  9. Michalopoulos GK, Bhushan B. Liver regeneration: biological and pathological mechanisms and implications. Nat Rev Gastroenterol Hepatol 2021;18(1):40-55 View Article PubMed/NCBI
  10. Libermann TA, Baltimore D. Activation of interleukin-6 gene expression through the NF-kappa B transcription factor. Mol Cell Biol 1990;10(5):2327-2334 View Article PubMed/NCBI
  11. Zimmers TA, McKillop IH, Pierce RH, Yoo JY, Koniaris LG. Massive liver growth in mice induced by systemic interleukin 6 administration. Hepatology 2003;38(2):326-334 View Article PubMed/NCBI
  12. Webber EM, Bruix J, Pierce RH, Fausto N. Tumor necrosis factor primes hepatocytes for DNA replication in the rat. Hepatology 1998;28(5):1226-1234 View Article PubMed/NCBI
  13. Taub R. Liver regeneration: from myth to mechanism. Nat Rev Mol Cell Biol 2004;5(10):836-847 View Article PubMed/NCBI
  14. Di-Iacovo N, Pieroni S, Piobbico D, Castelli M, Scopetti D, Ferracchiato S, et al. Liver Regeneration and Immunity: A Tale to Tell. Int J Mol Sci 2023;24(2):1176 View Article PubMed/NCBI
  15. Furuya S, Kono H, Hara M, Hirayama K, Tsuchiya M, Fujii H. Interleukin-17A plays a pivotal role after partial hepatectomy in mice. J Surg Res 2013;184(2):838-846 View Article PubMed/NCBI
  16. Rao R, Graffeo CS, Gulati R, Jamal M, Narayan S, Zambirinis CP, et al. Interleukin 17-producing γδT cells promote hepatic regeneration in mice. Gastroenterology 2014;147(2):473-84.e2 View Article PubMed/NCBI
  17. Piobbico D, Bartoli D, Pieroni S, De Luca A, Castelli M, Romani L, et al. Role of IL-17RA in the proliferative priming of hepatocytes in liver regeneration. Cell Cycle 2018;17(21-22):2423-2435 View Article PubMed/NCBI
  18. da Silva CG, Studer P, Skroch M, Mahiou J, Minussi DC, Peterson CR, et al. A20 promotes liver regeneration by decreasing SOCS3 expression to enhance IL-6/STAT3 proliferative signals. Hepatology 2013;57(5):2014-2025 View Article PubMed/NCBI
  19. Fausto N, Webber EM. The liver: biology and pathobiology. New York: Raven Press; 1994, 1059-1084 View Article PubMed/NCBI
  20. Michalopoulos GK. Hepatostat: Liver regeneration and normal liver tissue maintenance. Hepatology 2017;65(4):1384-1392 View Article PubMed/NCBI
  21. Marie Scearce L, Lee J, Naji L, Greenbaum L, Cressman DE, Taub R. Rapid activation of latent transcription factor complexes reflects initiating signals in liver regeneration. Cell Death Differ 1996;3(1):47-55 View Article PubMed/NCBI
  22. Braun L, Mead JE, Panzica M, Mikumo R, Bell GI, Fausto N. Transforming growth factor beta mRNA increases during liver regeneration: a possible paracrine mechanism of growth regulation. Proc Natl Acad Sci U S A 1988;85(5):1539-43 View Article PubMed/NCBI
  23. Jiang YP, Ballou LM, Lin RZ. Rapamycin-insensitive regulation of 4e-BP1 in regenerating rat liver. J Biol Chem 2001;276(14):10943-10951 View Article PubMed/NCBI
  24. Goggin MM, Nelsen CJ, Kimball SR, Jefferson LS, Morley SJ, Albrecht JH. Rapamycin-sensitive induction of eukaryotic initiation factor 4F in regenerating mouse liver. Hepatology 2004;40(3):537-544 View Article PubMed/NCBI
  25. Apte U, Gkretsi V, Bowen WC, Mars WM, Luo JH, Donthamsetty S, et al. Enhanced liver regeneration following changes induced by hepatocyte-specific genetic ablation of integrin-linked kinase. Hepatology 2009;50(3):844-851 View Article PubMed/NCBI
  26. Bhushan B, Apte U. Liver Regeneration after Acetaminophen Hepatotoxicity: Mechanisms and Therapeutic Opportunities. Am J Pathol 2019;189(4):719-729 View Article PubMed/NCBI
  27. Bhushan B, Walesky C, Manley M, Gallagher T, Borude P, Edwards G, et al. Pro-regenerative signaling after acetaminophen-induced acute liver injury in mice identified using a novel incremental dose model. Am J Pathol 2014;184(11):3013-3025 View Article PubMed/NCBI
  28. Bhushan B, Chavan H, Borude P, Xie Y, Du K, McGill MR, et al. Dual Role of Epidermal Growth Factor Receptor in Liver Injury and Regeneration after Acetaminophen Overdose in Mice. Toxicol Sci 2017;155(2):363-378 View Article PubMed/NCBI
  29. Bird TG, Müller M, Boulter L, Vincent DF, Ridgway RA, Lopez-Guadamillas E, et al. TGFβ inhibition restores a regenerative response in acute liver injury by suppressing paracrine senescence. Sci Transl Med 2018;10(454):eaan1230 View Article PubMed/NCBI
  30. Borude P, Bhushan B, Apte U. DNA Damage Response Regulates Initiation of Liver Regeneration Following Acetaminophen Overdose. Gene Expr 2018;18(2):115-123 View Article PubMed/NCBI
  31. Bartel DP. MicroRNAs: target recognition and regulatory functions. Cell 2009;136(2):215-233 View Article PubMed/NCBI
  32. Selbach M, Schwanhäusser B, Thierfelder N, Fang Z, Khanin R, Rajewsky N. Widespread changes in protein synthesis induced by microRNAs. Nature 2008;455(7209):58-63 View Article PubMed/NCBI
  33. Ameres SL, Zamore PD. Diversifying microRNA sequence and function. Nat Rev Mol Cell Biol 2013;14(8):475-488 View Article PubMed/NCBI
  34. Paul P, Chakraborty A, Sarkar D, Langthasa M, Rahman M, Bari M, et al. Interplay between miRNAs and human diseases. J Cell Physiol 2018;233(3):2007-2018 View Article PubMed/NCBI
  35. Abdel Halim AS, Rudayni HA, Chaudhary AA, Ali MAM. MicroRNAs: Small molecules with big impacts in liver injury. J Cell Physiol 2023;238(1):32-69 View Article PubMed/NCBI
  36. Raschzok N, Werner W, Sallmon H, Billecke N, Dame C, Neuhaus P, et al. Temporal expression profiles indicate a primary function for microRNA during the peak of DNA replication after rat partial hepatectomy. Am J Physiol Regul Integr Comp Physiol 2011;300(6):R1363-R1372 View Article PubMed/NCBI
  37. Shu J, Kren BT, Xia Z, Wong PY, Li L, Hanse EA, et al. Genomewide microRNA down-regulation as a negative feedback mechanism in the early phases of liver regeneration. Hepatology 2011;54(2):609-619 View Article PubMed/NCBI
  38. Chen X, Zhao Y, Wang F, Bei Y, Xiao J, Yang C. MicroRNAs in Liver Regeneration. Cell Physiol Biochem 2015;37(2):615-628 View Article PubMed/NCBI
  39. Thulin P, Nordahl G, Gry M, Yimer G, Aklillu E, Makonnen E, et al. Keratin-18 and microRNA-122 complement alanine aminotransferase as novel safety biomarkers for drug-induced liver injury in two human cohorts. Liver Int 2014;34(3):367-378 View Article PubMed/NCBI
  40. Yang X, Salminen WF, Shi Q, Greenhaw J, Gill PS, Bhattacharyya S, et al. Potential of extracellular microRNAs as biomarkers of acetaminophen toxicity in children. Toxicol Appl Pharmacol 2015;284(2):180-187 View Article PubMed/NCBI
  41. Pal R, Kowalik MA, Serra M, Migliore C, Giordano S, Columbano A, et al. Diverse MicroRNAs-mRNA networks regulate the priming phase of mouse liver regeneration and of direct hyperplasia. Cell Prolif 2022;55(4):e13199 View Article PubMed/NCBI
  42. Chen H, Sun Y, Dong R, Yang S, Pan C, Xiang D, et al. Mir-34a is upregulated during liver regeneration in rats and is associated with the suppression of hepatocyte proliferation. PLoS One 2011;6(5):e20238 View Article PubMed/NCBI
  43. Yin L, Guo X, Zhang C, Cai Z, Xu C. In silico analysis of expression data during the early priming stage of liver regeneration after partial hepatectomy in rat. Oncotarget 2018;9(14):11794-11804 View Article PubMed/NCBI
  44. Zang X, Wang Z, Li Y, Gao H, Guo J, Jin W, et al. Regulation of Hepatocytes in G0 and G1 Phases by NOTCH3 mRNA, miR-369-3p, and rno-Rmdn2_0006 during the Initial Stage of Rat Liver Regeneration. Genet Res (Camb) 2023;2023:8779758 View Article PubMed/NCBI
  45. Salmena L, Poliseno L, Tay Y, Kats L, Pandolfi PP. A ceRNA hypothesis: the Rosetta Stone of a hidden RNA language?. Cell 2011;146(3):353-358 View Article PubMed/NCBI
  46. Kristensen LS, Andersen MS, Stagsted LVW, Ebbesen KK, Hansen TB, Kjems J. The biogenesis, biology and characterization of circular RNAs. Nat Rev Genet 2019;20(11):675-691 View Article PubMed/NCBI
  47. Tang XF, Cao Y, Peng DB, Zhao GS, Zeng Y, Gao ZR, et al. Overexpression of Notch3 is associated with metastasis and poor prognosis in osteosarcoma patients. Cancer Manag Res 2019;11:547-559 View Article PubMed/NCBI
  48. Jing Y, Gimenes JA, Mishra R, Pham D, Comstock AT, Yu D, et al. NOTCH3 contributes to rhinovirus-induced goblet cell hyperplasia in COPD airway epithelial cells. Thorax 2019;74(1):18-32 View Article PubMed/NCBI
  49. Su T, Yang X, Deng JH, Huang QJ, Huang SC, Zhang YM, et al. Evodiamine, a Novel NOTCH3 Methylation Stimulator, Significantly Suppresses Lung Carcinogenesis in Vitro and in Vivo. Front Pharmacol 2018;9:434 View Article PubMed/NCBI
  50. Adams JM, Jafar-Nejad H. The Roles of Notch Signaling in Liver Development and Disease. Biomolecules 2019;9(10):608 View Article PubMed/NCBI
  51. Hou F, Li X, Wang Y, Xiao X. MicroRNA-183 accelerates the proliferation of hepatocyte during liver regeneration through targeting programmed cell death protein 6. Genes Genomics 2022;44(8):1017-1029 View Article PubMed/NCBI
  52. Xiao T, Meng W, Jin Z, Wang J, Deng J, Wen J, et al. miR-182-5p promotes hepatocyte-stellate cell crosstalk to facilitate liver regeneration. Commun Biol 2022;5(1):771 View Article PubMed/NCBI
  53. Lei X, Dai X, Wang Q, Long R, Xiang Z, Li H, et al. RNA-seq transcriptome profiling of liver regeneration in mice identifies the miR-34b-5p/phosphoinositide-dependent protein kinase 1 axis as a potential target for hepatocyte proliferation. Biochem Biophys Res Commun 2022;627:111-121 View Article PubMed/NCBI
  54. Zhang C, Zhao Y, Wang Q, Qin J, Ye B, Xu C, et al. Overexpression of miR-125a-5p Inhibits Hepatocyte Proliferation through the STAT3 Regulation In Vivo and In Vitro. Int J Mol Sci 2022;23(15):8661 View Article PubMed/NCBI
  55. Gong J, Cong M, Wu H, Wang M, Bai H, Wang J, et al. P53/miR-34a/SIRT1 positive feedback loop regulates the termination of liver regeneration. Aging (Albany NY) 2023;15(6):1859-1877 View Article PubMed/NCBI
  56. Bardeck N, Paluschinski M, Castoldi M, Kordes C, Görg B, Stindt J, et al. Swelling-induced upregulation of miR-141-3p inhibits hepatocyte proliferation. JHEP Rep 2022;4(4):100440 View Article PubMed/NCBI
  57. Xu J, Chen P, Yu C, Shi Q, Wei S, Li Y, et al. Hypoxic bone marrow mesenchymal stromal cells-derived exosomal miR-182-5p promotes liver regeneration via FOXO1-mediated macrophage polarization. FASEB J 2022;36(10):e22553 View Article PubMed/NCBI
  58. Li T, Fu Y, Guo Z, Zhu H, Liao H, Niu X, et al. A new cell-free therapeutic strategy for liver regeneration: Human placental mesenchymal stem cell-derived extracellular vesicles. J Tissue Eng 2022;13:20417314221132093 View Article PubMed/NCBI
  59. Chang YM, Chen PC, Hsu CP, Ma PF, Chen HL, Hsu SH. Loss of hepatic miR-194 promotes liver regeneration and protects from acetaminophen-induced acute liver injury. Biochem Pharmacol 2022;195:114862 View Article PubMed/NCBI
  60. Huffman AM, Syed M, Rezq S, Anderson CD, Yanes Cardozo LL, Romero DG. Loss of microRNA-21 protects against acetaminophen-induced hepatotoxicity in mice. Arch Toxicol 2023;97(7):1907-1925 View Article PubMed/NCBI
  61. Geng X, Chang C, Zang X, Sun J, Li P, Guo J, et al. Integrative proteomic and microRNA analysis of the priming phase during rat liver regeneration. Gene 2016;575(2 Pt 1):224-232 View Article PubMed/NCBI
  62. Su D, Xu H, Feng J, Gao Y, Gu L, Ying L, et al. PDCD6 is an independent predictor of progression free survival in epithelial ovarian cancer. J Transl Med 2012;10:31 View Article PubMed/NCBI
  63. Rho SB, Song YJ, Lim MC, Lee SH, Kim BR, Park SY. Programmed cell death 6 (PDCD6) inhibits angiogenesis through PI3K/mTOR/p70S6K pathway by interacting of VEGFR-2. Cell Signal 2012;24(1):131-139 View Article PubMed/NCBI
  64. Kordes C, Sawitza I, Götze S, Herebian D, Häussinger D. Hepatic stellate cells contribute to progenitor cells and liver regeneration. J Clin Invest 2014;124(12):5503-5515 View Article PubMed/NCBI
  65. Cook D, Achanta S, Hoek JB, Ogunnaike BA, Vadigepalli R. Cellular network modeling and single cell gene expression analysis reveals novel hepatic stellate cell phenotypes controlling liver regeneration dynamics. BMC Syst Biol 2018;12(1):86 View Article PubMed/NCBI
  66. Kang LI, Mars WM, Michalopoulos GK. Signals and cells involved in regulating liver regeneration. Cells 2012;1(4):1261-1292 View Article PubMed/NCBI
  67. Langiewicz M, Graf R, Humar B, Clavien PA. JNK1 induces hedgehog signaling from stellate cells to accelerate liver regeneration in mice. J Hepatol 2018;69(3):666-675 View Article PubMed/NCBI
  68. Ozaki M. Cellular and molecular mechanisms of liver regeneration: Proliferation, growth, death and protection of hepatocytes. Semin Cell Dev Biol 2020;100:62-73 View Article PubMed/NCBI
  69. Haga S, Ozaki M, Inoue H, Okamoto Y, Ogawa W, Takeda K, et al. The survival pathways phosphatidylinositol-3 kinase (PI3-K)/phosphoinositide-dependent protein kinase 1 (PDK1)/Akt modulate liver regeneration through hepatocyte size rather than proliferation. Hepatology 2009;49(1):204-214 View Article PubMed/NCBI
  70. Jackson LN, Larson SD, Silva SR, Rychahou PG, Chen LA, Qiu S, et al. PI3K/Akt activation is critical for early hepatic regeneration after partial hepatectomy. Am J Physiol Gastrointest Liver Physiol 2008;294(6):G1401-G1410 View Article PubMed/NCBI
  71. Mosca N, Castiello F, Coppola N, Trotta MC, Sagnelli C, Pisaturo M, et al. Functional interplay between hepatitis B virus X protein and human miR-125a in HBV infection. Biochem Biophys Res Commun 2014;449(1):141-145 View Article PubMed/NCBI
  72. Bi Q, Tang S, Xia L, Du R, Fan R, Gao L, et al. Ectopic expression of MiR-125a inhibits the proliferation and metastasis of hepatocellular carcinoma by targeting MMP11 and VEGF. PLoS One 2012;7(6):e40169 View Article PubMed/NCBI
  73. Li X, Yao Q, Li R, Jin Y. Isoflurane induces liver injury by modulating the expression of miR-125a-5p. Clin Res Hepatol Gastroenterol 2021;45(5):101732 View Article PubMed/NCBI
  74. Tolomeo M, Cascio A. The Multifaced Role of STAT3 in Cancer and Its Implication for Anticancer Therapy. Int J Mol Sci 2021;22(2):603 View Article PubMed/NCBI
  75. Yamakuchi M, Ferlito M, Lowenstein CJ. miR-34a repression of SIRT1 regulates apoptosis. Proc Natl Acad Sci U S A 2008;105(36):13421-13426 View Article PubMed/NCBI
  76. Lee J, Padhye A, Sharma A, Song G, Miao J, Mo YY, et al. A pathway involving farnesoid X receptor and small heterodimer partner positively regulates hepatic sirtuin 1 levels via microRNA-34a inhibition. J Biol Chem 2010;285(17):12604-12611 View Article PubMed/NCBI
  77. Sayin SI, Wahlström A, Felin J, Jäntti S, Marschall HU, Bamberg K, et al. Gut microbiota regulates bile acid metabolism by reducing the levels of tauro-beta-muricholic acid, a naturally occurring FXR antagonist. Cell Metab 2013;17(2):225-235 View Article PubMed/NCBI
  78. Häussinger D, Lang F. Cell volume and hormone action. Trends Pharmacol Sci 1992;13(10):371-373 View Article PubMed/NCBI
  79. Häussinger D, Reinehr R. Osmotic regulation of bile acid transport, apoptosis and proliferation in rat liver. Cell Physiol Biochem 2011;28(6):1089-1098 View Article PubMed/NCBI
  80. Reinehr R, Sommerfeld A, Häussinger D. Insulin induces swelling-dependent activation of the epidermal growth factor receptor in rat liver. J Biol Chem 2010;285(34):25904-25912 View Article PubMed/NCBI
  81. Häussinger D, Stoll B, vom Dahl S, Theodoropoulos PA, Markogiannakis E, Gravanis A, et al. Effect of hepatocyte swelling on microtubule stability and tubulin mRNA levels. Biochem Cell Biol 1994;72(1-2):12-19 View Article PubMed/NCBI
  82. Gao Y, Feng B, Han S, Zhang K, Chen J, Li C, et al. The Roles of MicroRNA-141 in Human Cancers: From Diagnosis to Treatment. Cell Physiol Biochem 2016;38(2):427-448 View Article PubMed/NCBI
  83. Galbraith MD, Donner AJ, Espinosa JM. CDK8: a positive regulator of transcription. Transcription 2010;1(1):4-12 View Article PubMed/NCBI
  84. Lorenz L, Axnick J, Buschmann T, Henning C, Urner S, Fang S, et al. Mechanosensing by β1 integrin induces angiocrine signals for liver growth and survival. Nature 2018;562(7725):128-132 View Article PubMed/NCBI
  85. Papanikolaou IG, Katselis C, Apostolou K, Feretis T, Lymperi M, Konstadoulakis MM, et al. Mesenchymal Stem Cells Transplantation following Partial Hepatectomy: A New Concept to Promote Liver Regeneration-Systematic Review of the Literature Focused on Experimental Studies in Rodent Models. Stem Cells Int 2017;2017:7567958 View Article PubMed/NCBI
  86. Sun H, Shi C, Ye Z, Yao B, Li C, Wang X, et al. The role of mesenchymal stem cells in liver injury. Cell Biol Int 2022;46(4):501-511 View Article PubMed/NCBI
  87. Matsuzaka Y, Yashiro R. Advances in Purification, Modification, and Application of Extracellular Vesicles for Novel Clinical Treatments. Membranes (Basel) 2022;12(12):1244 View Article PubMed/NCBI
  88. Tkach M, Théry C. Communication by Extracellular Vesicles: Where We Are and Where We Need to Go. Cell 2016;164(6):1226-1232 View Article PubMed/NCBI
  89. Kang X, Jiang L, Chen X, Wang X, Gu S, Wang J, et al. Exosomes derived from hypoxic bone marrow mesenchymal stem cells rescue OGD-induced injury in neural cells by suppressing NLRP3 inflammasome-mediated pyroptosis. Exp Cell Res 2021;405(1):112635 View Article PubMed/NCBI
  90. Zhan Y, Jiang L, Jin X, Ying S, Wu Z, Wang L, et al. Inhibiting RRM2 to enhance the anticancer activity of chemotherapy. Biomed Pharmacother 2021;133:110996 View Article PubMed/NCBI
  91. Xiong W, Zhang B, Yu H, Zhu L, Yi L, Jin X. RRM2 Regulates Sensitivity to Sunitinib and PD-1 Blockade in Renal Cancer by Stabilizing ANXA1 and Activating the AKT Pathway. Adv Sci (Weinh) 2021;8(18):e2100881 View Article PubMed/NCBI
  92. Jiao Y, Li Y, Zhang J, Zhang S, Zha Y, Wang J. RRM2 Alleviates Doxorubicin-Induced Cardiotoxicity through the AKT/mTOR Signaling Pathway. Biomolecules 2022;12(2):299 View Article PubMed/NCBI
  93. Chen L, Han Y, Li Y, Chen B, Bai X, Belguise K, et al. Hepatocyte-derived exosomal MiR-194 activates PMVECs and promotes angiogenesis in hepatopulmonary syndrome. Cell Death Dis 2019;10(11):853 View Article PubMed/NCBI
  94. Lee FY, de Aguiar Vallim TQ, Chong HK, Zhang Y, Liu Y, Jones SA, et al. Activation of the farnesoid X receptor provides protection against acetaminophen-induced hepatic toxicity. Mol Endocrinol 2010;24(8):1626-1636 View Article PubMed/NCBI
  95. Saito C, Zwingmann C, Jaeschke H. Novel mechanisms of protection against acetaminophen hepatotoxicity in mice by glutathione and N-acetylcysteine. Hepatology 2010;51(1):246-254 View Article PubMed/NCBI
  96. John K, Hadem J, Krech T, Wahl K, Manns MP, Dooley S, et al. MicroRNAs play a role in spontaneous recovery from acute liver failure. Hepatology 2014;60(4):1346-1355 View Article PubMed/NCBI
  97. Du X, Wu M, Tian D, Zhou J, Wang L, Zhan L. MicroRNA-21 Contributes to Acute Liver Injury in LPS-Induced Sepsis Mice by Inhibiting PPARα Expression. PPAR Res 2020;2020:6633022 View Article PubMed/NCBI
  98. Fu X, Han Y, Wu Y, Zhu X, Lu X, Mao F, et al. Prognostic role of microRNA-21 in various carcinomas: a systematic review and meta-analysis. Eur J Clin Invest 2011;41(11):1245-1253 View Article PubMed/NCBI
  99. Dippold RP, Vadigepalli R, Gonye GE, Hoek JB. Chronic ethanol feeding enhances miR-21 induction during liver regeneration while inhibiting proliferation in rats. Am J Physiol Gastrointest Liver Physiol 2012;303(6):G733-G743 View Article PubMed/NCBI
  100. Juskeviciute E, Dippold RP, Antony AN, Swarup A, Vadigepalli R, Hoek JB. Inhibition of miR-21 rescues liver regeneration after partial hepatectomy in ethanol-fed rats. Am J Physiol Gastrointest Liver Physiol 2016;311(5):G794-G806 View Article PubMed/NCBI
  101. Chao X, Wang H, Jaeschke H, Ding WX. Role and mechanisms of autophagy in acetaminophen-induced liver injury. Liver Int 2018;38(8):1363-1374 View Article PubMed/NCBI
  102. Doghish AS, Elballal MS, Elazazy O, Elesawy AE, Elrebehy MA, Shahin RK, et al. The role of miRNAs in liver diseases: Potential therapeutic and clinical applications. Pathol Res Pract 2023;243:154375 View Article PubMed/NCBI
  103. Wang X, He Y, Mackowiak B, Gao B. MicroRNAs as regulators, biomarkers and therapeutic targets in liver diseases. Gut 2021;70(4):784-795 View Article PubMed/NCBI
  104. Borel F, Konstantinova P, Jansen PL. Diagnostic and therapeutic potential of miRNA signatures in patients with hepatocellular carcinoma. J Hepatol 2012;56(6):1371-1383 View Article PubMed/NCBI
  105. Meng H, Niu R, Huang C, Li J. Circular RNA as a Novel Biomarker and Therapeutic Target for HCC. Cells 2022;11(12):1948 View Article PubMed/NCBI
  106. Krylova SV, Feng D. The Machinery of Exosomes: Biogenesis, Release, and Uptake. Int J Mol Sci 2023;24(2):1337 View Article PubMed/NCBI
  107. Fang JH, Zhang ZJ, Shang LR, Luo YW, Lin YF, Yuan Y, et al. Hepatoma cell-secreted exosomal microRNA-103 increases vascular permeability and promotes metastasis by targeting junction proteins. Hepatology 2018;68(4):1459-1475 View Article PubMed/NCBI
  108. Huang CK, Bär C, Thum T. miR-21, Mediator, and Potential Therapeutic Target in the Cardiorenal Syndrome. Front Pharmacol 2020;11:726 View Article PubMed/NCBI