- 1Jilin Provincial Key Laboratory on Molecular and Chemical Genetic, Second Hospital of Jilin University, Changchun, China
- 2Department of Cardiology, The China-Japan Union Hospital of Jilin University, Changchun, China
- 3Department of Orthopedics, The China-Japan Union Hospital of Jilin University, Changchun, China
- 4Department of Pharmacy, The First Hospital of Jilin University, Changchun, China
Berberine, as a natural alkaloid compound, is characterized by a diversity of pharmacological effects. In recent years, many researches focused on the role of berberine in central nervous system diseases. Among them, the effect of berberine on neurodegenerative diseases has received widespread attention, for example Alzheimer’s disease, Parkinson’s disease, Huntington’s disease, and so on. Recent evidence suggests that berberine inhibits the production of neuroinflammation, oxidative, and endoplasmic reticulum stress. These effects can further reduce neuron damage and apoptosis. Although the current research has made some progress, its specific mechanism still needs to be further explored. This review provides an overview of berberine in neurodegenerative diseases and its related mechanisms, and also provides new ideas for future research on berberine.
1 Introduction
Berberine (C20H18NO4, IUPAC name: 16,17-dimethoxy-5,7-dioxa-13-azoniapentacyclo [11.8.0.02,10.04,8.015,20] henicosa-1(13),2,4(8),9,14,16,18,20-octaene, PubChem CID: 2353), an isoquinoline quaternary alkaloid, isolated from different medicinal plants with a molar weight of 336.36 g/mol, including Hydrastis canadensis, Xanthorhiza simplicissima, Berberis aristata, Coptis chinensis, Coptis japonica, etc. (Ortiz et al., 2014; Cicero and Baggioni, 2016; Feng et al., 2019). Berberine is a yellow powder, slightly soluble in ethanol or methanol (Kong et al., 2004; Wang et al., 2017). It has been reported that berberine is widely used in many traditional medical systems, including Ayurvedic, Iranian, and Chinese medicine (Kunwar et al., 2006; Cicero and Baggioni, 2016), and it has been used in some cases like cancer, diabetes, cardiovascular diseases, hypertension, Alzheimer’s disease, etc. (Imenshahidi and Hosseinzadeh, 2016; Wang et al., 2017; de Oliveira et al., 2019). Many preclinical studies conclusively shown that berberine plays a therapeutic role in many central nervous system disorders such as Alzheimer s disease, cerebral ischemia, depression, schizophrenia, epilepsy, and anxiety (Fan et al., 2017; Liu et al., 2017; Sedaghat et al., 2017; Fan J. et al., 2019a; Yuan et al., 2019; Rezaeian et al., 2020; Qiu et al., 2021; Zhao et al., 2021), however these experimental data are only obtained in animal models (Kulkarni and Dhir, 2010). Study elucidated that berberine can reduce the cognitive impairment caused by doxorubicin (DOX). In further research, it was found that berberine achieved antioxidant effects by reducing the expression of pro-inflammatory factors, apoptotic factors and nuclear transcription factor κ B (NF-κb), as well as up-regulating the expression of peroxlsome proliferator-activated receptor-γ coactlvator-1α (PGC-1α) and manganese superoxide dismutase. Berberine can also regulate cAMP response element binding protein (CREB) and brain-derived neurotrophic factor (BDNF) to further regulate synaptic plasticity (Shaker et al., 2021). Moreover, the literature points out that berberine has inhibitory effects on four key enzymes related to the pathogenesis of Alzheimer s disease: monoamine oxidase B (MAO-B), acetylcholinesterase, monoamine oxidase A (MAO-A), and butyrylcholinesterase (Yuan et al., 2019). However, the effects of berberine on neurodegenerative diseases are rarely reported and further investigation is still needed.
Due to the increase of the senior population in recent years, age-related diseases such as neurodegenerative diseases have become more common and pose a serious threat to human health (Heemels, 2016). Among them, World Health Organization reported that Alzheimer’s and other forms of dementia are currently among the top ten causes of death globally, ranking third in both the Americas and Europe in 2019 (World Health Organization, 2020). Moreover, neurodegenerative diseases, such as Alzheimer’s disease, Parkinson’s disease, bring a heavy burden to patients and their families, and become a public health problem that needs to be solved urgently. Neurodegenerative diseases are characterized by progressive damage to functions of synapses, neurons, glial cells (Marchesi et al., 2021; Pathak et al., 2021). Research on genome instability, autophagy, protein aggregation, and inflammation are currently a hot spot for the pathogenesis of neurodegenerative diseases (Hou et al., 2019). Although significant progress has been made in the research on the pathogenesis of neurodegenerative diseases such as Alzheimer’s disease, Parkinson’s disease, amyotrophic lateral sclerosis and Huntington’s disease, and many drugs have found neuroprotective effects in cells and animal models, but there is still no drug that can produce clinical changes significantly in the pathogenesis. It is very urgent to develop a drug that can effectively treat neurodegenerative diseases with few side effects.
Therefore, we conducted a systematic review of research articles on the role of berberine in neurodegenerative diseases over the past decade. The main focus is on the two most common neurodegenerative diseases, Alzheimer’s disease and Parkinson’s disease, other neurodegenerative diseases are also involved in a small amount. This review was carried out by searching on the electronic databases (including PubMed, ScienceDirect, and Pubchem) for studies focusing on the molecular mechanism of berberine in the biological processes related to neurodegenerative diseases. Furthermore, this review provides a perspective for future research that may contribute to the development of new drugs for neurodegenerative disease treatments.
2 Pharmacological Effects of Berberine
2.1 Oxidative Stress
The effect of berberine on a variety of neurodegenerative diseases indicates that it may have a regulatory effect on the common pathways of these diseases. MAO-B inhibitors are believed to have a positive effect on patients with Alzheimer’s and Parkinson’s disease (Mangoni et al., 1991; Rabey et al., 2000; Jiang et al., 2015a). The dopamine metabolic pathway mediated by MAO-B can generate hydrogen peroxide (H2O2), and with the increase of MAO-B activity, excessive H2O2 leads to oxidative stress and neuronal damage (Jiang et al., 2015a). Therefore, the antioxidant effect of berberine has great effects on the treatment of neurodegenerative diseases.
The pathogenesis of neurodegenerative diseases has several common features, such as oxidative damage and mitochondrial dysfunction. Among them, oxidative stress refers to the excessive accumulation of reactive oxygen species (ROS) that leads to the imbalance of oxidants and antioxidants, oxidative stress has the ability to lead to mitochondrial dysfunction and lysosome dysfunction, and ultimately induces neurodegenerative disease (Caspersen et al., 2005; Poprac et al., 2017; Li Z. et al., 2020a). It has been reported that Berberine significantly reduces ROS production in the cytoplasm and mitochondria (Sun et al., 2017). This effect may be related to the activation of AMP-activated protein kinase (AMPK) and sirtuin1 (SIRT1)/forkhead box O1 (FOXO1) pathway (Li et al., 2018; Ma et al., 2018). In addition, in PC12 and N2a cells, low-concentration administration of berberine significantly reduced the amount of ROS generation, lipid peroxidation, and DNA fragmentation, and at the same time increased glutathione content and superoxide dismutase activity (Sadeghnia et al., 2017). As we all know, the body has both enzymatic (such as glutathione-S-transferase) and non-enzymatic (such as thiols and reduced glutathione) antioxidant mechanisms to combat oxidative damage. Once ROS overwhelms the antioxidant activity of the cell, oxidative stress occurs (Lee et al., 2012; de Oliveira et al., 2019). Berberine-induced increase in heme oxygenase-1 (HO-1, an antioxidant enzyme) mRNA and protein expression is positively correlated with concentration and continuous administration time. This effect can be antagonized by kinase-protein kinase B (AKT) inhibitors and phosphatidylinositol 3-kinase (PI3K) inhibitors (Chen et al., 2012). An in-vitro study found that berberine protected NSC34 cells from H2O2-induced cytotoxicity by reducing ROS production, restoring glutathione, and superoxide dismutase activity, and activating the production of antioxidant proteins nuclear factor erythroid 2-related factor-2 (Nrf2) and HO-1 (Hsu et al., 2012; Fan D. et al., 2019a).
Studies have found that berberine has an antidepressant effect (Kulkarni and Dhir, 2008; Fan et al., 2017), acute administration can increase dopamine, serotonin and norepinephrine levels in the whole brains of mice, and this effect can be antagonized by l-arginine or sildenafil pretreatment. In short, berberine can play an antidepressant effect by regulating brain biogenic amines and nitric oxide pathway (Kulkarni and Dhir, 2008). Besides, the treatment of berberine can reduce the activity of ecto-nucleoside triphosphate diphosphohydrolase (NTPDases) and 5′-nucleotidasein the cerebral cortex and hippocampus (de Oliveira et al., 2019). In brief, the application of berberine provides a promising neuroprotective therapy for neurodegenerative diseases induced by oxidative damage, such as Alzheimer’s disease, Parkinson’s disease (Figure 1). It may be playing an antioxidant role by reducing ROS, iNOS, COX-2, increasing HO-1, and activating SIRT/FOXO1 signal pathway. Berberine can also play a therapeutic role by increasing glutathione and superoxide dismutase activity. In addition, whether the antioxidant effect of berberine alters other markers needs to be further explored.
FIGURE 1. The pharmacological effects of berberine. This schematic drawing shows the anti-oxidant, anti-inflammatory and neuroprotective effects of berberine and its related molecular mechanisms. ROS, reactive oxygen species; COX-2, cyclooxygenase-2; iNOS, initric oxide synthase; HO-1, heme oxygenase-1; SIRT1, sirtuin1; FOXO1, forkhead box O1; IL-1β, interleukin 1β; IL-6, interleukin 6; TNF-α, tumor necrosis factor-alpha; GFAP, glial fibrillary acidic protein; SphK1, sphingosine kinase-1; S1P, sphingosine-1-phosphate; p-CREB, phosphorylated cAMP response element binding protein; NF-κb, nuclear transcription factor kappa B; Aβ, amyloid β; APP, amyloid precursor protein; BACE1, beta-secretase 1; PI3K, phosphatidylinositol 3-kinase; AKT, kinase-protein kinase B; Nrf2, nuclear factor erythroid 2-related factor-2; JNK, jun amino-terminal kinases.
2.2 Neuroprotection
In vitro experimental results show that berberine can reduce 6-hydroxydopamine-induced reactive oxygen generation and caspase-3 activation in SH-SY5Y cell. In addition, berberine can induce activation of PI3K/AKT signaling pathway, which is related to Nrf2 expression and neuroprotection (Bae et al., 2013). Similarly, it has been confirmed in PC-12 cells that berberine exerts a neuroprotective effect by activating the PI3K/AKT signaling pathway and Nrf2/HO-1 antioxidant signaling pathway (Zhang et al., 2017). In BV2 and N2a cells treated with amyloid β (Aβ), berberine promotes cell proliferation, inhibits the activity of caspase-3, and reduces the rate of apoptosis, in addition, berberine promotes cell viability via the microRNA (miR)-188/nitric oxide synthase 1 (NOS1) pathway (Chen M. et al., 2020a). By analyzing the learning and memory of post-cerebral ischaemia. animals, the researchers discovered the neuroprotective effects of berberine (Ye et al., 2009; Zhang C. C. et al., 2018a). In vitro experiments (organotypic hippocampal culture exposed to oxygen and glucose deprivation), the culture treated with berberine has less cellular death. In further research, it was found that the neuroprotection mediated by berberine after ischemia involves the AKT/glycogen synthase kinase-3β (GSK3β)/extracellular signal-regulated kinase 1/2 (ERK 1/2) signal pathway, and inhibits Jun amino-terminal kinases (JNK) and caspase-3 activity (Simões Pires et al., 2014).
Berberine inhibits neuronal apoptosis by regulating autophagy-related proteins [Microtubule-associated protein 1A/1B-light chain 3 (LC3), Beclin-1, p62], and apoptosis regulatory proteins [caspase 3, caspase 8, caspase 9, poly ADP-ribose polymerase (PARP), and B-cell lymphoma 2 (Bcl-2)/Bcl-2 associated X (Bax)] (Zhang et al., 2016). Similarly, berberine shows anti-apoptotic effects by reducing the overexpression of caspase-3 and Bax/Bcl-2 (Sadeghnia et al., 2017). In 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine/probenecid (MPTP/P)-induced Parkinson’s disease model mice, MPTP/P injection increased the ratio of Bax/Bcl-2 and the expression of caspase-3 in the hippocampus, while berberine administration reversed these effects (Kim et al., 2014).
In addition, animal experiments and cell experiments have confirmed that berberine reduces the levels of extracellular and intracellular Aβ, increases the levels of LC3-II, Beclin-1, hVps34 and cathepsin-D, and reduced the levels of P62, Bcl-2, amyloid precursor protein (APP), and beta-secretase 1 (BACE1). Briefly, berberine plays a neuroprotective effect by promoting autophagy clearance and reducing Aβ production (Huang et al., 2017).
Besides, it is indicating that berberine facilitates nerve regeneration via JNK-AKT signal pathway mediated by insulin-like growth factor receptor (Zhang H. N. et al., 2018b). In astrocytes, berberine reduces glutamate-induced cytotoxicity by reducing mitochondrial fragmentation and neurodegeneration (Campisi et al., 2011). Additionally, berberine prolongs the incubation period of epileptic seizures in a dose-dependent manner. Long-term administration of berberine reduces the level of malondialdehyde in epileptic mice and enhances the activities of glutathione and catalase (Gao et al., 2014). In addition, the neuroprotective role of berberine is related to the decrease in endoplasmic reticulum stress and oxidative stress (Liang et al., 2021). Berberine can also be used in combination with other drugs such as levetiracetam and curcumin to enhance its neuroprotective effect by reducing inflammation and oxidative stress (Lin et al., 2020; Singh et al., 2021). In vitro, low-dose berberine significantly increased PC12 cell viability, whereas high-dose berberine did the opposite (Zhang et al., 2017). Additionally, low-dose berberine protected PC12 cells from 6-hydroxydopamine (6-OHDA, Parkinson’s disease-related neurotoxin)-induced cytotoxicity and apoptosis, whereas high-dose berberine showed no neuroprotective activity. Further experiments found that low-dose berberine can promote cell survival and antioxidant effects by up-regulating PI3K/AKT/Bcl-2 and Nrf2/HO-1 signal pathways. In animal studies, low-dose berberine attenuated 6-OHDA-induced loss of dopaminergic neurons and hypokinesia in zebrafish, whereas high-dose berberine had no apparent effect (Zhang et al., 2017). These suggests that the neuroprotective effects of berberine may be related to an excitatory mechanism that promotes cell survival and antioxidant-related signaling pathways. Studies have found that berberine attenuates ischemia-reperfusion injury through NF-κB nuclear translocation in mice with transient cerebral artery occlusion, however, this neuroprotective effect was more pronounced at the high dose (50 mg/kg) than the low dose (25 mg/kg) (Zhu et al., 2018). These differences may be related to different concentrations of berberine and different models of nerve injury. In addition, berberine in vivo may be metabolized to make its active ingredients different from those used in vitro, resulting in inconsistent results.
In brief, berberine can reduce anti-apoptotic factors (Bax/bcl-2, caspase), autophagy related proteins (IL-3, Beclin, etc.), Aβ pathology, and activate PI3K-AKT and other signaling pathways, and then produce neuroprotective effect (Figure 1). However, whether berberine alleviates neurodegenerative disease symptoms by increasing neuroprotection requires further study.
2.3 Neuroinflammation
Some studies have shown that berberine activates macrophages and increases their phagocytic function, increases the production of interleukin (IL)-1, and enhances non-specific immunity, can be used as a neuroprotective agent to prevent Alzheimer’s disease (Kumazawa et al., 1984; Panahi et al., 2013). Long-term administration of berberine increases the expression of IL-1β and inducible nitric oxide synthase (iNOS) in Alzheimer’s disease mice hippocampus, and ameliorate memory impairment (Zhu and Qian, 2006). Besides, berberine down-regulates the expression of acetylcholinesterase and inhibits acetylcholinesterase activity in Alzheimer’s disease model mice hippocampus which induced by heavy metals, in addition, berberine normalizes the production of inflammatory factors, such as tumor necrosis factor-alpha (TNF-α), IL-6, IL-1β (Hussien et al., 2018).
Studies demonstrated that berberine contributed to AMPK signaling pathway activation and participate in anti-neuroinflammation. In BV-2 microglia, berberine down-regulates lipopolysaccharide- or interferon-γ-induced iNOS and cyclooxygenase-2 (COX-2) level, and inhibits inflammatory cytokines expression (for example IL-6, IL-1β, TNF-α) (Lu et al., 2010). On the other hand, berberine can inhibit ERK phosphorylation (Lu et al., 2010), and induce the phosphorylation of Liver kinase B1 (LKB1) (Ser428), calcium/calmodulin-dependent protein kinase II (CaMKII) (Thr286), and AMPK (Thr172) (Lu et al., 2010). In animal experiments, berberine has the ability to improve learning and memory impairment in rats via lipopolysaccharide. Further studies showed that berberine enhanced the activities of glutathione peroxidase, glutathione, superoxide dismutase, and catalase, further reducing the activity of acetylcholinesterase and caspase-3, protein carbonyl, and DNA fragmentation in the hippocampus (Sadraie et al., 2019). In addition, berberine can properly restore the levels of 3-nitrotyrosine (3-NT), COX 2, glial fibrillary acidic protein (GFAP), and sirtuin 1 in the hippocampus (Sadraie et al., 2019). Besides, the protective effect of berberine resisting MTPT-induced toxicity may be related to the enhancement of autophagy by berberine through AMPK-dependent pathways (Deng and Ma, 2021).
The study found that berberine alleviated the severity of symptoms in the multiple sclerosis mouse model, and in primary astrocyte culture, berberine inhibited the increase in sphingosine kinase-1 (SphK1), and Sphingosine-1-phosphate (S1P) induced by lipopolysaccharide. A number of researchers have reported that the activation of the SphK1/S1P signaling pathway marks the occurrence of autoimmune diseases, and the up-regulation of SphK1 is related to the pathogenesis of multiple sclerosis (Luo et al., 2017). In Alzheimer’s disease mice, GFAP and neuron loss increased and neuronal nuclei (NeuN) decreased significantly. Studies have found that under pathological conditions, astrocytes are activated by Aβ to produce cytoinflammatory factors, complement, oxygen free radicals, etc., which then trigger inflammation, promote nerve cell damage and death, and ultimately aggravate Alzheimer’s disease (Do et al., 2014; Matuszyk et al., 2021). The latest research shows that berberine significantly decreases the expression of GFAP in the Alzheimer’s disease mice hippocampus, indicating berberine inhibits the overexpression of astrocytes in Alzheimer’s disease mice. These may be linked to the effect of berberine on improving local blood flow, reducing the production of Aβ and reducing cell apoptosis (Ye et al., 2021). Similarly, berberine treatment can significantly reduce the oxidative stress in diabetic rat hippocampus and suppress GFAP immunoreactive astrocytes (Moghaddam et al., 2014). Astrocytes treated with berberine can increase the expression of p85 and p-AKT. Berberine also increases the accumulation of Nrf2 and DNA binding activity in the nucleus. It is worth noting that the increase in Nrf2 DNA binding activity induced by berberine can be antagonized by PI3K inhibitors and AKT inhibitors. In other words, in astrocytes. the increase in HO-1 expression induced by berberine is activated by Nrf2 activation through PI3K/AKT signaling pathway (Chen et al., 2012). Similarly, in SH-SY5Y cells, berberine resists rotenone-induced neurotoxicity through antioxidant effects and activates the PI3K/AKT signaling pathway (Deng et al., 2020).
Studies have found that the combined treatment of DOX and berberine can significantly counteract the increase in acetylcholinesterase activity, oxidative stress, the decrease in glutathione content and CAT activity, and the increase in GFAP, NF-κB and caspase-3 induced by DOX (Ibrahim Fouad and Ahmed, 2021). Zhang et al. found that berberine can increase the levels of neuroprotective factors, such as p-AKT and p-CREB, and down-regulate inflammatory response factors to inhibit inflammation, such as NF-κB (Zhang et al., 2012).
Neuroinflammation plays a pivotal role in the pathogenesis of neurodegenerative diseases. It is a central feature in the neurodegenerative process that leads to more neuronal loss over time. In previous studies, it was found that berberine can reduce the expression of inflammatory factors and GFAP, while inhibiting the Sphk1/S1P signaling pathway and activating CREB signaling pathway. These show that berberine is very likely to play a therapeutic role in neurodegenerative diseases by inhibiting neuroinflammation. However, there are few literatures about the effect of berberine on astrocytes, and further experimental verification is needed.
3 Therapeutic Effects of Berberine on Neurodegenerative Disease
In recent years, many studies surrounded the effect of berberine in central nervous system disease, including Alzheimer’s disease, Parkinson’s disease, Huntington disease, etc. (Jiang et al., 2011; Kim et al., 2014; Jiang et al., 2015b; Bandiwadekar et al., 2021). Berberine has proven its protective role on oxidative stress, neuroinflammation, neuroprotection, etc. (Zhang et al., 2012; Maleki et al., 2018; de Oliveira et al., 2019; Li Z. et al., 2020a; Qin et al., 2020; Rezaeian et al., 2020; Mohi-Ud-Din et al., 2021). And whether it can be used to improve the symptoms of neurodegenerative diseases has attracted widespread attention.
3.1 Alzheimer’s Disease
Alzheimer’s disease, an age-related neurodegenerative disease, affects the quality of life of patients, and their families. Patient with Alzheimer’s disease suffer from memory loss, cognitive decline, energy metabolism dysregulation, changes in personality, and behavior (Goedert and Spillantini, 2006; Ribeiro et al., 2017; Shinjyo and Kita, 2021). Although a considerable new research progress has been made in Alzheimer’s disease research, the pathogenesis remains unclear. Current typical histopathological changes in Alzheimer’s disease include Aβ plaques and tau tangles, the accumulation of these proteins leads to neuroinflammation and normal dysfunction, leading to neuronal death (Ameen and Michniak-Kohn, 2017; Bandiwadekar et al., 2021; Ye et al., 2021). The hypotheses on the pathogenesis of Alzheimer’s disease include cholinergic hypothesis, amyloid toxicity hypothesis, oxidative stress hypothesis, etc. (Ye et al., 2009; Guo et al., 2021). At present, the therapies of Alzheimer’s disease include stem cell therapy, gene therapy, and chemotherapy, but these therapies have limitations inevitably such as inefficient and neurotoxicity (Bandiwadekar et al., 2021). At the same time, natural compounds have better compatibility with the human body and have fewer side effects. A number of studies have shown that some natural drugs have significant neuroprotective, anti-oxidant and anti-inflammatory characteristics, and are suitable for the treatment of different types of neurodegenerative diseases (Ahmed et al., 2015; Jiang et al., 2015b; Fan et al., 2017; Zhang et al., 2020). Many literatures have reported the improvement effect of berberine on Alzheimer’s disease (Chen M. et al., 2020a; Chen Y. et al., 2020b; Xuan et al., 2020; Raju et al., 2021).
Aβ has a neurotoxic effect, which can lead to neuronal degeneration, death, apoptosis, and decrease in the number of synapses and ultimately lead to cognitive impairment and behavioral abnormalities (Li W. et al., 2020b; Ye et al., 2021). It has proved that activating microglia by reducing Aβ is an effective treatment for Alzheimer’s disease. Microglia exerts a vital role on the repair of central nervous system damage. In Alzheimer’s disease, the production of pro-inflammatory factors and Aβ can over-activate microglia, secrete inflammatory factors and neurotoxins, and then induce neuronal damage and even apoptosis, thereby triggering Alzheimer’s disease. On the contrary, microglia can also protect the central nervous system by engulfing Aβ, slowing the development of Alzheimer’s disease (Li et al., 2021). Study have shown berberine can inhibit Aβ-induced microglial activation mediated by suppressor of cytokine signaling 1 (SOCS1) (Guo et al., 2021). Berberine induces the production of antioxidant Aβ40 and inhibits the formation of Aβ42, which is the cause of Aβ plaque accumulation, and then exerts a neuroprotective effect (Hussien et al., 2018). Besides, berberine inhibits the p-ERK/Eukaryotic translation initiation factor 2alpha (eIF2α) pathway and then reduces BACE1 expression, the decrease in BACE1 protein expression inhibits the production of Aβ. In other words, berberine suppressed Aβ production via inhibiting protein kinase R (PKR)-like endoplasmic reticulum kinase (PERK)/eukaryotic translation-initiation factor 2α (elF2α) signaling-mediated BACE1 translation (Liang et al., 2021). Berberine also restored protein phosphate 2A (PP2A) activity and glycogen synthase kinase 3 (GSK-3β) activity (GSK-3β Tyr216 and Ser9 site phosphorylation increased) (Yu et al., 2011).
Studies have shown that the severity of Alzheimer’s disease has a connection with the degree of neurofibrillary tangles deposition, and most neurofibrillary tangles are caused by abnormal hyperphosphorylation of tau (Šimić et al., 2016; Šimić et al., 2017; Chen Y. et al., 2020b). In the meantime, a number of researchers have reported that tau dysfunction can trigger the production of Aβ, and the overproduction of Aβ and tau dysfunction synergistically induce Alzheimer’s disease (Rajmohan and Reddy, 2017). Berberine can alleviate cognitive function of Alzheimer’s disease mice via reducing the hyperphosphorylation of tau and promoting the autophagy clearance of tau (Chen Y. et al., 2020b). After 24 h of berberine administration, the hyperphosphorylation of tau at Ser198/199/202, Ser396, Ser404, Thr205, and Thr231 was significantly reduced (Yu et al., 2011). Besides, the effects of berberine in Alzheimer’s mice may be related to the inhibition of NF-κB activity and lipid peroxidation, and the increase of glutathione activity in the hippocampus (He et al., 2017) (Figure 2).
FIGURE 2. The therapeutic effect of berberine on Alzheimer’s disease. Berberine inhibits Aβ aggregation, tau hyperphosphorylation and pro-inflammatory cytokines production, in addition to regulating glutathione metabolism pathways and mitochondrial bioenergetics. SOCS1, suppressor of cytokine signaling 1; Aβ, amyloid β; BACE1, beta-secretase 1; p-ERK, phosphorylated extracellular signal-regulated kinase.
In vitro, berberine can regulate mitochondrial bioenergetics, reduce primary energy and glutathione metabolic pathway dysfunction, inhibit basal respiration, and suppress the production of pro-inflammatory cytokines. Moreover, berberine and pioglitazone have similar binding affinity to peroxisome proliferator-activated receptor gamma (PPARγ) protein, have an overlapping effect on Alzheimer’s disease (Wong et al., 2021).
Under pathological conditions, long-term excessive stress can cause damage to the endoplasmic reticulum function, and endoplasmic reticulum stress activates the apoptosis pathway, which leads to nerve cell damage and even death (Cameron, 2013). Berberine treatment enhanced the cognitive ability in Alzheimer’s disease rats, this effect is related to the reduction of endoplasmic reticulum stress. Berberine regulates the mRNA levels of glucose-regulated protein 78 (GRP78), CCAAT/enhancer binding protein (C/EBP) -homologous protein (CHOP), procaspase-3/9/12 in Alzheimer’s disease rat’s hippocampus, which involve in the endoplasmic reticulum stress pathway (Xuan et al., 2020).
Berberine conjugates, such as berberine-benzenediol derivatives, berberine-melatonin hybrid, and berberine-ferulic acid hybrid, exhibited anti-oxidant activity, and inhibited Aβ aggregation. Among them, the hydroquinone-berberine hybrid, had the greatest ability to suppress Aβ aggregation and inhibit oxidative stress (Jiang et al., 2011).
3.2 Parkinson’s Disease
Parkinson’s disease, a neurodegenerative disease characterized by muscle stiffness, tremor, speech and gait changes, and its risk factors include environmental factors, genetic factors, gender factors, age, etc. (Kalia and Lang, 2015; Hou et al., 2019). At present, the therapy of Parkinson’s disease mainly uses dopamine agonists and MAO-B inhibitors to suppress the decomposition of dopamine, but they only target symptoms and have serious side effects (Jiang et al., 2015a). In the transcriptomics of Microsporum canis, there are 6 signaling pathways that have significant changes in Gene Ontology functional enrichment analysis after berberine treatment, including steroid biosynthesis, steroid hormone biosynthesis, Parkinson’s disease, 2,4-Dichlorobenzoic acid (2,4-DCBA) degradation and biosynthesis of tropane, piperidine and isoquinoline alkaloids (Xiao et al., 2015).
Previous studies have found that berberine inhibits cell death induced by 6-OHDA, and increases the expression of HO-1, ultimately protecting dopaminergic neurons (Bae et al., 2013). In SH-SY5Y cells, berberine suppressed 6-OHDA-induced ROS production, caspase-3 activation, and cell death (Bae et al., 2013). These indicate that berberine can be used as an effective therapeutic agent for dopaminergic neuron degeneration. In MPTP/P-induced mouse model of Parkinson’s disease, berberine reduced neuron loss in the substantia nigra pars compacta, dopaminergic fiber loss in the striatum, and apoptosis in the hippocampus. Animal behavior experiments have shown that the disorder of movement balance and coordination has been improved (Kim et al., 2014). However, when berberine is long-term administered to 6-OHDA-induced rat model of Parkinson’s disease, monitoring for adverse symptoms is required. Preclinical studies have found that berberine increases the number of tyrosine hydroxylase (TH)-positive neurons in the substantia nigra, at the same time, berberine also increases striatum dopamine, norepinephrine, 3,4-dihydroxyphenylacetic acid (DOPAC) and homovanillic acid levels (Shin et al., 2013). Berberine is a potential therapeutic drug for alleviating motor dysfunction and memory impairment in patients with Parkinson’s disease (Kim et al., 2014). Meanwhile, there are several studies offer some important insights into the neurotoxic effects of berberine. It is reported that in the Parkinson’s disease model rats induced by 6-OHDA, berberine aggravate the degeneration of dopaminergic neuron in the substantia nigra of rats (Shin et al., 2013). In addition, berberine can aggravate the cytotoxicity induced by 6-OHDA in PC12 cells and aggravate of dopaminergic neuron death (Kwon et al., 2010).
Interestingly, Wang et al. pointed out that the application of berberine in Parkinson’s disease may up-regulate the synthesis of L-dopa in the intestinal microbiota through vitamin-like effects, thereby exerting a therapeutic effect (Wang Y. et al., 2021a). Besides, berberine can prevent NACHT, LRR, and PYD domains-containing protein 3 (NLRP3) inflammasome from being activated during the inflammation process of Parkinson’s disease and restore autophagy activity to protect dopamine neurons (Huang et al., 2020).
In addition to the above studies, in the zebrafish Parkinson’s disease model, berberine derivatives can be used to treat Parkinson’s disease. This is because berberine derivatives can cross the blood-brain barrier and target mitochondria in the meantime (Wang L. et al., 2021b).
3.4 Other Neurodegenerative Diseases
Huntington’s disease is mainly caused by an autosomal dominant mutation in either of the two copies of the Huntingtin (HTT) gene (Cicchetti et al., 2014; Fan D. et al., 2019b). The pathogenesis of Huntington’s disease is mainly related to striatal atrophy and neuron loss. Its symptoms include chorea, dystonia, cognitive decline, etc. (Duff et al., 2007; Subramaniam et al., 2009; Hou et al., 2019). In previous studies, the expansion of polyglutamine (polyQ) bundles to 36 or more glutamine repeats will cause the HTT protein to misfold and aggregate, leading to neuronal death and symptoms of Huntington’s disease (Mangiarini et al., 1996). Recent evidence suggests that the autophagy-lysosome pathway is associated with the removal of aggregated polyQ-HTT (Sarkar and Rubinsztein, 2008; Fan D. et al., 2019b). Studies have found that berberine can effectively alleviate the motor dysfunction of HTT mice and prolong their survival time, further studies proves that berberine promote the degradation of mutant HTT protein through enhancing autophagy function, thereby reducing the accumulation of mutant huntingtin protein (Jiang et al., 2015b). Moreover, recent advances have revealed that berberine and its derivatives promote the elimination of neurotoxic misfolded proteins, which can be used as a potential treatment for neurodegenerative diseases (Rusmini et al., 2020).
Multiple sclerosis, characterized by multiple demyelinating lesions of the spinal cord and brain, has a progressive neurodegenerative pattern (Manu et al., 2021; Zahid et al., 2021). Berberine has been reported as a potential drug for the treatment of multiple sclerosis. In experimental autoimmune encephalomyelitis (a model of multiple sclerosis), berberine reduces the permeability of the blood-brain barrier and inhibits the activity of matrix metalloprotease 9 (MMP-9) in the cerebrospinal fluid and the brain of model mice (Ma et al., 2010). At the same time, berberine can inhibit gelatinase activity and reduce laminin degradation (Jiang et al., 2013). In addition, the severity of multiple sclerosis is positively correlated with the severity of reactive gliosis, and whether the anti-inflammatory effect of berberine has a connection with the treatment of multiple sclerosis still remains to be explored (Luo et al., 2017).
4 Limitations of Berberine Treatment
Berberine has a variety of activities that may be involved in alleviating Alzheimer’s disease, including antioxidant, neuroprotective, and anti-inflammatory effects (Campisi et al., 2014). As a natural pharmaceutical ingredient, berberine has the advantage of high safety (Rabbani et al., 1987), it is generally considered to be non-genotoxic and cytotoxic in clinical (Imanshahidi and Hosseinzadeh, 2008). So far, there have been no reports of serious adverse reactions caused by oral berberine in clinical practice, and in short-term and long-term trials, berberine is safe for most human subjects (Liu et al., 2016; Wang et al., 2017). In addition, berberine is small in size, so it can available through the blood-brain barrier and effectually act on molecular target, showing great therapeutic potential in the treatment of neurodegenerative diseases (Wang et al., 2005; Ji and Shen, 2011; Jiang et al., 2015a). However, due to the disadvantages of poor water solubility and solubility, the bioavailability of oral berberine is low (Kumar et al., 2015). At present, studies have designed formulations aimed at improving its bioavailability. For example, oral microemulsions containing berberine are 6.47 times more bioavailable than tablets and suspensions (Gui et al., 2008). Furthermore, studies have found that verapamil can enhance the neuroprotective effect of berberine by inhibiting the mechanism of P-glycoprotein efflux and preventing changes in calcium homeostasis (Kumar et al., 2016). Therefore, the changes in the dosage form or the combination with other drugs can further compensate for the weakness of low bioavailability of berberine.
5 Conclusion
The above evidences suggest that berberine has various roles in neurological diseases, including neuroinflammation, neuroprotection, oxidative stress, etc. At present, few studies to date have reported the pharmacological effects of berberine on neurodegenerative diseases, especially in human trials. In addition, most of the studies on berberine’s use in the treatment of neurodegenerative diseases focus on Alzheimer’s disease and Parkinson’s disease, and few other diseases are involved. Therefore, the answers to some questions remain unclear. Berberine may be a valuable potential therapeutic target for various neurodegenerative diseases, as data based on both in vitro models and animal models of neurodegenerative diseases support the beneficial effects of berberine. In addition, it is easy to introduce natural products containing berberine into the diet because they are common enough to be used preventively. However, further research is still needed to fully understand the efficacy and dosage of berberine in clinical trials.
Author Contributions
ZC wrote the first draft. CK, SC, JS, QS, and TG provided writing reviewing and editing. YG, JL, ZS, WY, and BL provided conceptualization of ideas. XL and RC provided supervision. All authors approved the final version of the manuscript for submission.
Funding
This work was supported by National Natural Science Foundation of China, China, 81871070. National Natural Science Foundation of China, 31971078. National Natural Science Foundation of China, 81971276. Jilin Science and Technology Agency funds in China, 20200301005RQ. Jilin Science and Technology Agency funds in China, 20190701078GH.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
Ahmed, T., Gilani, A. U., Abdollahi, M., Daglia, M., Nabavi, S. F., and Nabavi, S. M. (2015). Berberine and Neurodegeneration: A Review of Literature. Pharmacol. Rep. 67, 970–979. doi:10.1016/j.pharep.2015.03.002
Ameen, D., and Michniak-Kohn, B. (2017). Transdermal Delivery of Dimethyl Fumarate for Alzheimer's Disease: Effect of Penetration Enhancers. Int. J. Pharm. 529, 465–473. doi:10.1016/j.ijpharm.2017.07.031
Bae, J., Lee, D., Kim, Y. K., Gil, M., Lee, J. Y., and Lee, K. J. (2013). Berberine Protects 6-Hydroxydopamine-Induced Human Dopaminergic Neuronal Cell Death through the Induction of Heme Oxygenase-1. Mol. Cell 35, 151–157. doi:10.1007/s10059-013-2298-5
Bandiwadekar, A., Jose, J., Khayatkashani, M., Habtemariam, S., Khayat Kashani, H. R., and Nabavi, S. M. (2021). Emerging Novel Approaches for the Enhanced Delivery of Natural Products for the Management of Neurodegenerative Diseases. J. Mol. Neurosci. 72, 653–676. doi:10.1007/s12031-021-01922-7
Cameron, N. E. (2013). Role of Endoplasmic Reticulum Stress in Diabetic Neuropathy. Diabetes 62, 696–697. doi:10.2337/db12-1469
Campisi, A., Acquaviva, R., Bonfanti, R., Raciti, G., Amodeo, A., Mastrojeni, S., et al. (20142014). Antioxidant Properties of Berberis Aetnensis C. Presl (Berberidaceae) Roots Extract and Protective Effects on Astroglial Cell Cultures. ScientificWorldJournal 2014, 315473. doi:10.1155/2014/315473
Campisi, A., Acquaviva, R., Mastrojeni, S., Raciti, G., Vanella, A., De Pasquale, R., et al. (2011). Effect of Berberine and Berberis Aetnensis C. Presl. Alkaloid Extract on Glutamate-Evoked Tissue Transglutaminase Up-Regulation in Astroglial Cell Cultures. Phytother Res. 25, 816–820. doi:10.1002/ptr.3340
Caspersen, C., Wang, N., Yao, J., Sosunov, A., Chen, X., Lustbader, J. W., et al. (2005). Mitochondrial Abeta: a Potential Focal point for Neuronal Metabolic Dysfunction in Alzheimer's Disease. FASEB J. 19, 2040–2041. doi:10.1096/fj.05-3735fje
Chen, J. H., Huang, S. M., Tan, T. W., Lin, H. Y., Chen, P. Y., Yeh, W. L., et al. (2012). Berberine Induces Heme Oxygenase-1 Up-Regulation through Phosphatidylinositol 3-kinase/AKT and NF-E2-Related Factor-2 Signaling Pathway in Astrocytes. Int. Immunopharmacol 12, 94–100. doi:10.1016/j.intimp.2011.10.019
Chen, M., Li, L., Liu, C., and Song, L. (2020a). Berberine Attenuates Aβ-Induced Neuronal Damage through Regulating miR-188/NOS1 in Alzheimer's Disease. Mol. Cel Biochem 474, 285–294. doi:10.1007/s11010-020-03852-1
Chen, Y., Chen, Y., Liang, Y., Chen, H., Ji, X., and Huang, M. (2020b). Berberine Mitigates Cognitive Decline in an Alzheimer's Disease Mouse Model by Targeting Both Tau Hyperphosphorylation and Autophagic Clearance. Biomed. Pharmacother. 121, 109670. doi:10.1016/j.biopha.2019.109670
Cicchetti, F., Lacroix, S., Cisbani, G., Vallières, N., Saint-Pierre, M., St-Amour, I., et al. (2014). Mutant Huntingtin Is Present in Neuronal Grafts in Huntington Disease Patients. Ann. Neurol. 76, 31–42. doi:10.1002/ana.24174
Cicero, A. F., and Baggioni, A. (2016). Berberine and its Role in Chronic Disease. Adv. Exp. Med. Biol. 928, 27–45. doi:10.1007/978-3-319-41334-1_2
de Oliveira, J. S., Abdalla, F. H., Dornelles, G. L., Palma, T. V., Signor, C., da Silva Bernardi, J., et al. (2019). Neuroprotective Effects of Berberine on Recognition Memory Impairment, Oxidative Stress, and Damage to the Purinergic System in Rats Submitted to Intracerebroventricular Injection of Streptozotocin. Psychopharmacology (Berl) 236, 641–655. doi:10.1007/s00213-018-5090-6
Deng, H., Jia, Y., Pan, D., and Ma, Z. (2020). Berberine Alleviates Rotenone-Induced Cytotoxicity by Antioxidation and Activation of PI3K/Akt Signaling Pathway in SH-Sy5y Cells. Neuroreport 31, 41–47. doi:10.1097/WNR.0000000000001365
Deng, H., and Ma, Z. (2021). Protective Effects of Berberine against MPTP-Induced Dopaminergic Neuron Injury through Promoting Autophagy in Mice. Food Funct. 12, 8366–8375. doi:10.1039/d1fo01360b
Do, T. M., Alata, W., Dodacki, A., Traversy, M. T., Chacun, H., Pradier, L., et al. (2014). Altered Cerebral Vascular Volumes and Solute Transport at the Blood-Brain Barriers of Two Transgenic Mouse Models of Alzheimer's Disease. Neuropharmacology 81, 311–317. doi:10.1016/j.neuropharm.2014.02.010
Duff, K., Paulsen, J. S., Beglinger, L. J., Langbehn, D. R., and Stout, J. C. (2007). Predict-HD Investigators of the Huntington Study GroupPsychiatric Symptoms in Huntington's Disease before Diagnosis: the Predict-HD Study. Biol. Psychiatry 62, 1341–1346. doi:10.1016/j.biopsych.2006.11.034
Fan, D., Liu, L., Wu, Z., and Cao, M. (2019b). Combating Neurodegenerative Diseases with the Plant Alkaloid Berberine: Molecular Mechanisms and Therapeutic Potential. Curr. Neuropharmacol 17, 563–579. doi:10.2174/1570159X16666180419141613
Fan, J., Li, B., Ge, T., Zhang, Z., Lv, J., Zhao, J., et al. (2017). Berberine Produces Antidepressant-like Effects in Ovariectomized Mice. Sci. Rep. 7, 1310. doi:10.1038/s41598-017-01035-5
Fan, J., Zhang, K., Jin, Y., Li, B., Gao, S., Zhu, J., et al. (2019a). Pharmacological Effects of Berberine on Mood Disorders. J. Cel Mol Med 23, 21–28. doi:10.1111/jcmm.13930
Feng, X., Sureda, A., Jafari, S., Memariani, Z., Tewari, D., Annunziata, G., et al. (2019). Berberine in Cardiovascular and Metabolic Diseases: From Mechanisms to Therapeutics. Theranostics 9, 1923–1951. doi:10.7150/thno.30787
Gao, F., Gao, Y., Liu, Y. F., Wang, L., and Li, Y. J. (2014). Berberine Exerts an Anticonvulsant Effect and Ameliorates Memory Impairment and Oxidative Stress in a Pilocarpine-Induced Epilepsy Model in the Rat. Neuropsychiatr. Dis. Treat. 10, 2139–2145. doi:10.2147/NDT.S73210
Goedert, M., and Spillantini, M. G. (2006). A century of Alzheimer's Disease. Science 314, 777–781. doi:10.1126/science.1132814
Gui, S. Y., Wu, L., Peng, D. Y., Liu, Q. Y., Yin, B. P., and Shen, J. Z. (2008). Preparation and Evaluation of a Microemulsion for Oral Delivery of Berberine. Pharmazie 63, 516–519.
Guo, Q., Wang, C., Xue, X., Hu, B., and Bao, H. (2021). SOCS1 Mediates Berberine-Induced Amelioration of Microglial Activated States in N9 Microglia Exposed to β Amyloid. Biomed. Res. Int. 2021, 9311855. doi:10.1155/2021/9311855
He, W., Wang, C., Chen, Y., He, Y., and Cai, Z. (2017). Berberine Attenuates Cognitive Impairment and Ameliorates Tau Hyperphosphorylation by Limiting the Self-Perpetuating Pathogenic Cycle between NF-Κb Signaling, Oxidative Stress and Neuroinflammation. Pharmacol. Rep. 69, 1341–1348. doi:10.1016/j.pharep.2017.06.006
Hou, Y., Dan, X., Babbar, M., Wei, Y., Hasselbalch, S. G., Croteau, D. L., et al. (2019). Ageing as a Risk Factor for Neurodegenerative Disease. Nat. Rev. Neurol. 15, 565–581. doi:10.1038/s41582-019-0244-7
Hsu, Y. Y., Chen, C. S., Wu, S. N., Jong, Y. J., and Lo, Y. C. (2012). Berberine Activates Nrf2 Nuclear Translocation and Protects against Oxidative Damage via a Phosphatidylinositol 3-kinase/Akt-dependent Mechanism in NSC34 Motor Neuron-like Cells. Eur. J. Pharm. Sci. 46, 415–425. doi:10.1016/j.ejps.2012.03.004
Huang, M., Jiang, X., Liang, Y., Liu, Q., Chen, S., and Guo, Y. (2017). Berberine Improves Cognitive Impairment by Promoting Autophagic Clearance and Inhibiting Production of β-amyloid in APP/tau/PS1 Mouse Model of Alzheimer's Disease. Exp. Gerontol. 91, 25–33. doi:10.1016/j.exger.2017.02.004
Huang, S., Liu, H., Lin, Y., Liu, M., Li, Y., Mao, H., et al. (2020). Berberine Protects against NLRP3 Inflammasome via Ameliorating Autophagic Impairment in MPTP-Induced Parkinson's Disease Model. Front. Pharmacol. 11, 618787. doi:10.3389/fphar.2020.618787
Hussien, H. M., Abd-Elmegied, A., Ghareeb, D. A., Hafez, H. S., Ahmed, H. E. A., and El-Moneam, N. A. (2018). Neuroprotective Effect of Berberine against Environmental Heavy Metals-Induced Neurotoxicity and Alzheimer's-like Disease in Rats. Food Chem. Toxicol. 111, 432–444. doi:10.1016/j.fct.2017.11.025
Ibrahim Fouad, G., and Ahmed, K. A. (2021). Neuroprotective Potential of Berberine against Doxorubicin-Induced Toxicity in Rat's Brain. Neurochem. Res. 46, 3247–3263. doi:10.1007/s11064-021-03428-5
Imanshahidi, M., and Hosseinzadeh, H. (2008). Pharmacological and Therapeutic Effects of Berberis Vulgaris and its Active Constituent, Berberine. Phytother Res. 22, 999–1012. doi:10.1002/ptr.2399
Imenshahidi, M., and Hosseinzadeh, H. (2016). Berberis Vulgaris and Berberine: An Update Review. Phytother Res. 30, 1745–1764. doi:10.1002/ptr.5693
Ji, H. F., and Shen, L. (2011). Berberine: a Potential Multipotent Natural Product to Combat Alzheimer's Disease. Molecules 16, 6732–6740. doi:10.3390/molecules16086732
Jiang, H., Wang, X., Huang, L., Luo, Z., Su, T., Ding, K., et al. (2011). Benzenediol-berberine Hybrids: Multifunctional Agents for Alzheimer's Disease. Bioorg. Med. Chem. 19, 7228–7235. doi:10.1016/j.bmc.2011.09.040
Jiang, W., Li, S., and Li, X. (2015a). Therapeutic Potential of Berberine against Neurodegenerative Diseases. Sci. China Life Sci. 58, 564–569. doi:10.1007/s11427-015-4829-0
Jiang, W., Wei, W., Gaertig, M. A., Li, S., and Li, X. J. (2015b). Therapeutic Effect of Berberine on Huntington's Disease Transgenic Mouse Model. PloS one 10, e0134142. doi:10.1371/journal.pone.0134142
Jiang, Y., Wu, A., Zhu, C., Pi, R., Chen, S., Liu, Y., et al. (2013). The Protective Effect of Berberine against Neuronal Damage by Inhibiting Matrix Metalloproteinase-9 and Laminin Degradation in Experimental Autoimmune Encephalomyelitis. Neurol. Res. 35, 360–368. doi:10.1179/1743132812Y.0000000156
Kalia, L. V., and Lang, A. E. (2015). Parkinson's Disease. Lancet 386, 896–912. doi:10.1016/S0140-6736(14)61393-3
Kim, M., Cho, K. H., Shin, M. S., Lee, J. M., Cho, H. S., Kim, C. J., et al. (2014). Berberine Prevents Nigrostriatal Dopaminergic Neuronal Loss and Suppresses Hippocampal Apoptosis in Mice with Parkinson's Disease. Int. J. Mol. Med. 33, 870–878. doi:10.3892/ijmm.2014.1656
Kong, W., Wei, J., Abidi, P., Lin, M., Inaba, S., Li, C., et al. (2004). Berberine Is a Novel Cholesterol-Lowering Drug Working through a Unique Mechanism Distinct from Statins. Nat. Med. 10, 1344–1351. doi:10.1038/nm1135
Kulkarni, S. K., and Dhir, A. (2010). Berberine: a Plant Alkaloid with Therapeutic Potential for central Nervous System Disorders. Phytother Res. 24, 317–324. doi:10.1002/ptr.2968
Kulkarni, S. K., and Dhir, A. (2008). On the Mechanism of Antidepressant-like Action of Berberine Chloride. Eur. J. Pharmacol. 589, 163–172. doi:10.1016/j.ejphar.2008.05.043
Kumar, A., EkavaliChopra, K., Chopra, K., Mukherjee, M., Pottabathini, R., and Dhull, D. K. (2015). Current Knowledge and Pharmacological Profile of Berberine: An Update. Eur. J. Pharmacol. 761, 288–297. doi:10.1016/j.ejphar.2015.05.068
Kumar, A., EkavaliMishra, J., Mishra, J., Chopra, K., and Dhull, D. K. (2016). Possible Role of P-Glycoprotein in the Neuroprotective Mechanism of Berberine in Intracerebroventricular Streptozotocin-Induced Cognitive Dysfunction. Psychopharmacology (Berl) 233, 137–152. doi:10.1007/s00213-015-4095-7
Kumazawa, Y., Itagaki, A., Fukumoto, M., Fujisawa, H., Nishimura, C., and Nomoto, K. (1984). Activation of Peritoneal Macrophages by Berberine-type Alkaloids in Terms of Induction of Cytostatic Activity. Int. J. Immunopharmacol 6, 587–592. doi:10.1016/0192-0561(84)90069-9
Kunwar, R. M., Nepal, B. K., Kshhetri, H. B., Rai, S. K., and Bussmann, R. W. (2006). Ethnomedicine in Himalaya: a Case Study from Dolpa, Humla, Jumla and Mustang Districts of Nepal. J. Ethnobiol. Ethnomed 2, 27. doi:10.1186/1746-4269-2-27
Kwon, I. H., Choi, H. S., Shin, K. S., Lee, B. K., Lee, C. K., Hwang, B. Y., et al. (2010). Effects of Berberine on 6-Hydroxydopamine-Induced Neurotoxicity in PC12 Cells and a Rat Model of Parkinson's Disease. Neurosci. Lett. 486, 29–33. doi:10.1016/j.neulet.2010.09.038
Lee, D. H., Gold, R., and Linker, R. A. (2012). Mechanisms of Oxidative Damage in Multiple Sclerosis and Neurodegenerative Diseases: Therapeutic Modulation via Fumaric Acid Esters. Int. J. Mol. Sci. 13, 11783–11803. doi:10.3390/ijms130911783
Li, Q., Wu, Y., Chen, J., Xuan, A., and Wang, X. (2021). Microglia and Immunotherapy in Alzheimer's Disease. Acta Neuro Scand. 145, 273–278. doi:10.1111/ane.13551
Li, S., Gaur, U., Chong, C. M., Lin, S., Fang, J., Zeng, Z., et al. (2018). Berberine Protects Human Retinal Pigment Epithelial Cells from Hydrogen Peroxide-Induced Oxidative Damage through Activation of AMPK. Int. J. Mol. Sci. 19. doi:10.3390/ijms19061736
Li, W., Kui, L., Demetrios, T., Gong, X., and Tang, M. (2020b). A Glimmer of Hope: Maintain Mitochondrial Homeostasis to Mitigate Alzheimer's Disease. Aging Dis. 11, 1260–1275. doi:10.14336/AD.2020.0105
Li, Z., Jiang, T., Lu, Q., Xu, K., He, J., Xie, L., et al. (2020a). Berberine Attenuated the Cytotoxicity Induced by T-BHP via Inhibiting Oxidative Stress and Mitochondria Dysfunction in PC-12 Cells. Cell Mol Neurobiol 40, 587–602. doi:10.1007/s10571-019-00756-7
Liang, Y., Ye, C., Chen, Y., Chen, Y., Diao, S., and Huang, M. (2021). Berberine Improves Behavioral and Cognitive Deficits in a Mouse Model of Alzheimer's Disease via Regulation of β-Amyloid Production and Endoplasmic Reticulum Stress. ACS Chem. Neurosci. 12, 1894–1904. doi:10.1021/acschemneuro.0c00808
Lin, L., Li, C., Zhang, D., Yuan, M., Chen, C. H., and Li, M. (2020). Synergic Effects of Berberine and Curcumin on Improving Cognitive Function in an Alzheimer's Disease Mouse Model. Neurochem. Res. 45, 1130–1141. doi:10.1007/s11064-020-02992-6
Liu, C. S., Zheng, Y. R., Zhang, Y. F., and Long, X. Y. (2016). Research Progress on Berberine with a Special Focus on its Oral Bioavailability. Fitoterapia 109, 274–282. doi:10.1016/j.fitote.2016.02.001
Liu, Y. M., Niu, L., Wang, L. L., Bai, L., Fang, X. Y., Li, Y. C., et al. (2017). Berberine Attenuates Depressive-like Behaviors by Suppressing Neuro-Inflammation in Stressed Mice. Brain Res. Bull. 134, 220–227. doi:10.1016/j.brainresbull.2017.08.008
Lu, D. Y., Tang, C. H., Chen, Y. H., and Wei, I. H. (2010). Berberine Suppresses Neuroinflammatory Responses through AMP-Activated Protein Kinase Activation in BV-2 Microglia. J. Cel Biochem 110, 697–705. doi:10.1002/jcb.22580
Luo, J., Chen, R., Zeng, S., Yu, J., Jiang, G., Wang, L., et al. (2017). The Effects of Berberine on a Murine Model of Multiple Sclerosis and the SPHK1/S1P Signaling Pathway. Biochem. Biophys. Res. Commun. 490, 927–932. doi:10.1016/j.bbrc.2017.06.142
Ma, X., Chen, Z., Wang, L., Wang, G., Wang, Z., Dong, X., et al. (2018). The Pathogenesis of Diabetes Mellitus by Oxidative Stress and Inflammation: Its Inhibition by Berberine. Front. Pharmacol. 9, 782. doi:10.3389/fphar.2018.00782
Ma, X., Jiang, Y., Wu, A., Chen, X., Pi, R., Liu, M., et al. (2010). Berberine Attenuates Experimental Autoimmune Encephalomyelitis in C57 BL/6 Mice. PloS one 5, e13489. doi:10.1371/journal.pone.0013489
Maleki, S. N., Aboutaleb, N., and Souri, F. (2018). Berberine Confers Neuroprotection in Coping with Focal Cerebral Ischemia by Targeting Inflammatory Cytokines. J. Chem. Neuroanat. 87, 54–59. doi:10.1016/j.jchemneu.2017.04.008
Mangiarini, L., Sathasivam, K., Seller, M., Cozens, B., Harper, A., Hetherington, C., et al. (1996). Exon 1 of the HD Gene with an Expanded CAG Repeat Is Sufficient to Cause a Progressive Neurological Phenotype in Transgenic Mice. Cell 87, 493–506. doi:10.1016/s0092-8674(00)81369-0
Mangoni, A., Grassi, M. P., Frattola, L., Piolti, R., Bassi, S., Motta, A., et al. (1991). Effects of a MAO-B Inhibitor in the Treatment of Alzheimer Disease. Eur. Neurol. 31, 100–107. doi:10.1159/000116655
Manu, M. S., Hohjoh, H., and Yamamura, T. (2021). Extracellular Vesicles as Pro- and Anti-inflammatory Mediators, Biomarkers and Potential Therapeutic Agents in Multiple Sclerosis. Aging Dis. 12, 1451–1461. doi:10.14336/AD.2021.0513
Marchesi, N., Fahmideh, F., Boschi, F., Pascale, A., and Barbieri, A. (2021). Ocular Neurodegenerative Diseases: Interconnection between Retina and Cortical Areas. Cells 10, 2394. doi:10.3390/cells10092394
Matuszyk, M. M., Garwood, C. J., Ferraiuolo, L., Simpson, J. E., Staniforth, R. A., and Wharton, S. B. (2021). Biological and Methodological Complexities of Beta‐amyloid Peptide: Implications for Alzheimer's Disease Research. J. Neurochem. 160, 434–453. doi:10.1111/jnc.15538
Moghaddam, H. K., Baluchnejadmojarad, T., Roghani, M., Khaksari, M., Norouzi, P., Ahooie, M., et al. (2014). Berberine Ameliorate Oxidative Stress and Astrogliosis in the hippocampus of STZ-Induced Diabetic Rats. Mol. Neurobiol. 49, 820–826. doi:10.1007/s12035-013-8559-7
Mohi-Ud-Din, R., Mir, R. H., Wani, T. U., Shah, A. J., Banday, N., and Pottoo, F. H. (2022). Berberine in the Treatment of Neurodegenerative Diseases and Nanotechnology Enabled Targeted Delivery. Cchts 25, 616–633. doi:10.2174/1386207324666210804122539
Ortiz, L. M., Lombardi, P., Tillhon, M., and Scovassi, A. I. (2014). Berberine, an Epiphany against Cancer. Molecules 19, 12349–12367. doi:10.3390/molecules190812349
Panahi, N., Mahmoudian, M., Mortazavi, P., and Hashjin, G. S. (2013). Effects of Berberine on β-secretase Activity in a Rabbit Model of Alzheimer's Disease. Arch. Med. Sci. 9, 146–150. doi:10.5114/aoms.2013.33354
Pathak, N., Vimal, S. K., Tandon, I., Agrawal, L., Hongyi, C., and Bhattacharyya, S. (2021). Neurodegenerative Disorders of Alzheimer, Parkinsonism, Amyotrophic Lateral Sclerosis and Multiple Sclerosis: An Early Diagnostic Approach for Precision Treatment. Metab. Brain Dis. 37, 67–104. doi:10.1007/s11011-021-00800-w
Poprac, P., Jomova, K., Simunkova, M., Kollar, V., Rhodes, C. J., and Valko, M. (2017). Targeting Free Radicals in Oxidative Stress-Related Human Diseases. Trends Pharmacol. Sci. 38, 592–607. doi:10.1016/j.tips.2017.04.005
Qin, S., Tang, H., Li, W., Gong, Y., Li, S., Huang, J., et al. (2020). AMPK and its Activator Berberine in the Treatment of Neurodegenerative Diseases. Curr. Pharm. Des. 26, 5054–5066. doi:10.2174/1381612826666200523172334
Qiu, Y., Li, M., Zhang, Y., Liu, Y., Zhao, Y., Zhang, J., et al. (2022). Berberine Treatment for Weight Gain in Patients with Schizophrenia by Regulating Leptin rather Than Adiponectin. Asian J. Psychiatr. 67, 102896. doi:10.1016/j.ajp.2021.102896
Rabbani, G. H., Butler, T., Knight, J., Sanyal, S. C., and Alam, K. (1987). Randomized Controlled Trial of Berberine Sulfate Therapy for Diarrhea Due to Enterotoxigenic Escherichia coli and Vibrio cholerae. J. Infect. Dis. 155, 979–984. doi:10.1093/infdis/155.5.979
Rabey, J. M., Sagi, I., Huberman, M., Melamed, E., Korczyn, A., Giladi, N., et al. (2000). Rasagiline Mesylate, a New MAO-B Inhibitor for the Treatment of Parkinson's Disease: a Double-Blind Study as Adjunctive Therapy to Levodopa. Clin. Neuropharmacol 23, 324–330. doi:10.1097/00002826-200011000-00005
Rajmohan, R., and Reddy, P. H. (2017). Amyloid-Beta and Phosphorylated Tau Accumulations Cause Abnormalities at Synapses of Alzheimer's Disease Neurons. J. Alzheimers Dis. 57, 975–999. doi:10.3233/JAD-160612
Raju, M., Kunde, S. S., Auti, S. T., Kulkarni, Y. A., and Wairkar, S. (2021). Berberine Loaded Nanostructured Lipid Carrier for Alzheimer's Disease: Design, Statistical Optimization and Enhanced In Vivo Performance. Life Sci. 285, 119990. doi:10.1016/j.lfs.2021.119990
Rezaeian, L., Kalalian-Moghaddam, H., Mohseni, F., Khaksari, M., and Rafaiee, R. (2020). Effects of Berberine Hydrochloride on Methamphetamine-Induced Anxiety Behaviors and Relapse in Rats. Iran J. Basic Med. Sci. 23, 1480–1488. doi:10.22038/ijbms.2020.47285.10884
Ribeiro, F. M., Vieira, L. B., Pires, R. G., Olmo, R. P., and Ferguson, S. S. (2017). Metabotropic Glutamate Receptors and Neurodegenerative Diseases. Pharmacol. Res. 115, 179–191. doi:10.1016/j.phrs.2016.11.013
Rusmini, P., Cristofani, R., Tedesco, B., Ferrari, V., Messi, E., Piccolella, M., et al. (2020). Enhanced Clearance of Neurotoxic Misfolded Proteins by the Natural Compound Berberine and its Derivatives. Int. J. Mol. Sci. 21, 3443. doi:10.3390/ijms21103443
Sadeghnia, H. R., Kolangikhah, M., Asadpour, E., Forouzanfar, F., and Hosseinzadeh, H. (2017). Berberine Protects against Glutamate-Induced Oxidative Stress and Apoptosis in PC12 and N2a Cells. Iran J. Basic Med. Sci. 20, 594–603. doi:10.22038/IJBMS.2017.8847
Sadraie, S., Kiasalari, Z., Razavian, M., Azimi, S., Sedighnejad, L., Afshin-Majd, S., et al. (2019). Berberine Ameliorates Lipopolysaccharide-Induced Learning and Memory Deficit in the Rat: Insights into Underlying Molecular Mechanisms. Metab. Brain Dis. 34, 245–255. doi:10.1007/s11011-018-0349-5
Sarkar, S., and Rubinsztein, D. C. (2008). Huntington's Disease: Degradation of Mutant Huntingtin by Autophagy. FEBS J. 275, 4263–4270. doi:10.1111/j.1742-4658.2008.06562.x
Sedaghat, R., Taab, Y., Kiasalari, Z., Afshin-Majd, S., Baluchnejadmojarad, T., and Roghani, M. (2017). Berberine Ameliorates Intrahippocampal Kainate-Induced Status Epilepticus and Consequent Epileptogenic Process in the Rat: Underlying Mechanisms. Biomed. Pharmacother. 87, 200–208. doi:10.1016/j.biopha.2016.12.109
Shaker, F. H., El-Derany, M. O., Wahdan, S. A., El-Demerdash, E., and El-Mesallamy, H. O. (2021). Berberine Ameliorates Doxorubicin-Induced Cognitive Impairment (Chemobrain) in Rats. Life Sci. 269, 119078. doi:10.1016/j.lfs.2021.119078
Shin, K. S., Choi, H. S., Zhao, T. T., Suh, K. H., Kwon, I. H., Choi, S. O., et al. (2013). Neurotoxic Effects of Berberine on Long-Term L-DOPA Administration in 6-Hydroxydopamine-Lesioned Rat Model of Parkinson's Disease. Arch. Pharm. Res. 36, 759–767. doi:10.1007/s12272-013-0051-4
Shinjyo, N., and Kita, K. (2021). Infection and Immunometabolism in the Central Nervous System: A Possible Mechanistic Link between Metabolic Imbalance and Dementia. Front Cel Neurosci 15, 765217. doi:10.3389/fncel.2021.765217
Šimić, G., Babić Leko, M., Wray, S., Harrington, C., Delalle, I., Jovanov-Milošević, N., et al. (2016). Tau Protein Hyperphosphorylation and Aggregation in Alzheimer's Disease and Other Tauopathies, and Possible Neuroprotective Strategies. Biomolecules 6, 6. doi:10.3390/biom6010006
Šimić, G., Babić Leko, M., Wray, S., Harrington, C. R., Delalle, I., Jovanov-Milošević, N., et al. (2017). Monoaminergic Neuropathology in Alzheimer's Disease. Prog. Neurobiol. 151, 101–138. doi:10.1016/j.pneurobio.2016.04.001
Simões Pires, E. N., Frozza, R. L., Hoppe, J. B., and Menezes, B. d. M. (2014). Berberine Was Neuroprotective against an In Vitro Model of Brain Ischemia: Survival and Apoptosis Pathways Involved. Brain Res. 1557, 26–33. doi:10.1016/j.brainres.2014.02.021
Singh, A., Dhaneshwar, S., and Mazumder, A. (2021). Investigating Neuroprotective Potential of Berberine, Levetiracetam and Their Combination in the Management of Alzheimer's Disease Utilizing Drug Repurposing Strategy. Crcep 16. doi:10.2174/2772432816666210910104306
Subramaniam, S., Sixt, K. M., Barrow, R., and Snyder, S. H. (2009). Rhes, a Striatal Specific Protein, Mediates Mutant-Huntingtin Cytotoxicity. Science 324, 1327–1330. doi:10.1126/science.1172871
Sun, Y., Yuan, X., Zhang, F., Han, Y., Chang, X., Xu, X., et al. (2017). Berberine Ameliorates Fatty Acid-Induced Oxidative Stress in Human Hepatoma Cells. Sci. Rep. 7, 11340. doi:10.1038/s41598-017-11860-3
Wang, K., Feng, X., Chai, L., Cao, S., and Qiu, F. (2017). The Metabolism of Berberine and its Contribution to the Pharmacological Effects. Drug Metab. Rev. 49, 139–157. doi:10.1080/03602532.2017.1306544
Wang, L., Sheng, W., Tan, Z., Ren, Q., Wang, R., Stoika, R., et al. (2021b). Treatment of Parkinson's Disease in Zebrafish Model with a Berberine Derivative Capable of Crossing Blood Brain Barrier, Targeting Mitochondria, and Convenient for Bioimaging Experiments. Comp. Biochem. Physiol. C: Toxicol. Pharmacol. 249, 109151. doi:10.1016/j.cbpc.2021.109151
Wang, X., Wang, R., Xing, D., Su, H., Ma, C., Ding, Y., et al. (2005). Kinetic Difference of Berberine between hippocampus and Plasma in Rat after Intravenous Administration of Coptidis Rhizoma Extract. Life Sci. 77, 3058–3067. doi:10.1016/j.lfs.2005.02.033
Wang, Y., Tong, Q., Ma, S. R., Zhao, Z. X., Pan, L. B., Cong, L., et al. (2021a). Oral Berberine Improves Brain Dopa/dopamine Levels to Ameliorate Parkinson's Disease by Regulating Gut Microbiota. Signal. Transduct Target. Ther. 6, 77. doi:10.1038/s41392-020-00456-5
Wong, L. R., Tan, E. A., Lim, M. E. J., Shen, W., Lian, X. L., Wang, Y., et al. (2021). Functional Effects of Berberine in Modulating Mitochondrial Dysfunction and Inflammatory Response in the Respective Amyloidogenic Cells and Activated Microglial Cells - In Vitro Models Simulating Alzheimer's Disease Pathology. Life Sci. 282, 119824. doi:10.1016/j.lfs.2021.119824
World Health Organization (2020). WHO Reveals Leading Causes of Death and Disability Worldwide: 2000-2019 (Accessed December 9, 2018).
Xiao, C. W., Ji, Q. A., Wei, Q., Liu, Y., Pan, L. J., and Bao, G. L. (2015). Digital Gene Expression Analysis of Microsporum canis Exposed to Berberine Chloride. PloS one 10, e0124265. doi:10.1371/journal.pone.0124265
Xuan, W. T., Wang, H., Zhou, P., Ye, T., Gao, H. W., Ye, S., et al. (2020). Berberine Ameliorates Rats Model of Combined Alzheimer's Disease and Type 2 Diabetes Mellitus via the Suppression of Endoplasmic Reticulum Stress. 3 Biotech. 10, 359. doi:10.1007/s13205-020-02354-7
Ye, C., Liang, Y., Chen, Y., Xiong, Y., She, Y., Zhong, X., et al. (2021). Berberine Improves Cognitive Impairment by Simultaneously Impacting Cerebral Blood Flow and β-Amyloid Accumulation in an APP/tau/PS1 Mouse Model of Alzheimer's Disease. Cells 10, 1161. doi:10.3390/cells10051161
Ye, M., Fu, S., Pi, R., and He, F. (2009). Neuropharmacological and Pharmacokinetic Properties of Berberine: a Review of Recent Research. J. Pharm. Pharmacol. 61, 831–837. doi:10.1211/jpp/61.07.0001
Yu, G., Li, Y., Tian, Q., Liu, R., Wang, Q., Wang, J. Z., et al. (2011). Berberine Attenuates Calyculin A-Induced Cytotoxicity and Tau Hyperphosphorylation in HEK293 Cells. J. Alzheimers Dis. 24, 525–535. doi:10.3233/JAD-2011-101779
Yuan, N. N., Cai, C. Z., Wu, M. Y., Su, H. X., Li, M., and Lu, J. H. (2019). Neuroprotective Effects of Berberine in Animal Models of Alzheimer's Disease: a Systematic Review of Pre-clinical Studies. BMC Complement. Altern. Med. 19, 109. doi:10.1186/s12906-019-2510-z
Zahid, M., Busmail, A., Penumetcha, S. S., Ahluwalia, S., Irfan, R., Khan, S. A., et al. (2021). Tumor Necrosis Factor Alpha Blockade and Multiple Sclerosis: Exploring New Avenues. Cureus 13, e18847. doi:10.7759/cureus.18847
Zhang, C., Li, C., Chen, S., Li, Z., Jia, X., Wang, K., et al. (2017). Berberine Protects against 6-OHDA-Induced Neurotoxicity in PC12 Cells and Zebrafish through Hormetic Mechanisms Involving PI3K/AKT/Bcl-2 and Nrf2/HO-1 Pathways. Redox Biol. 11, 1–11. doi:10.1016/j.redox.2016.10.019
Zhang, C. C., Lu, F., Liang, J. Q., and Zhou, Y. F. (2018a). Research Progress of Histone Deacetylase 6 Inhibitors in the Therapy of Ischemic Stroke. Sheng Li Xue Bao 70, 301–309.
Zhang, H. N., Sun, Y. J., He, H. Q., Li, H. Y., Xue, Q. L., Liu, Z. M., et al. (2018b). Berberine Promotes Nerve Regeneration through IGFR-mediated JNK-AKT S-ignal P-athway. Mol. Med. Rep. 18, 5030–5036. doi:10.3892/mmr.2018.9508
Zhang, N., Gao, Y., Yu, S., Sun, X., and Shen, K. (2020). Berberine Attenuates Aβ42-Induced Neuronal Damage through Regulating circHDAC9/miR-142-5p axis in Human Neuronal Cells. Life Sci. 252, 117637. doi:10.1016/j.lfs.2020.117637
Zhang, Q., Bian, H., Guo, L., and Zhu, H. (2016). Pharmacologic Preconditioning with Berberine Attenuating Ischemia-Induced Apoptosis and Promoting Autophagy in Neuron. Am. J. Transl Res. 8, 1197–1207.
Zhang, X., Zhang, X., Wang, C., Li, Y., Dong, L., Cui, L., et al. (2012). Neuroprotection of Early and Short-Time Applying Berberine in the Acute Phase of Cerebral Ischemia: Up-Regulated pAkt, pGSK and pCREB, Down-Regulated NF-Κb Expression, Ameliorated BBB Permeability. Brain Res. 1459, 61–70. doi:10.1016/j.brainres.2012.03.065
Zhao, L., Li, H., Gao, Q., Xu, J., Zhu, Y., Zhai, M., et al. (2021). Berberine Attenuates Cerebral Ischemia-Reperfusion Injury Induced Neuronal Apoptosis by Down-Regulating the CNPY2 Signaling Pathway. Front. Pharmacol. 12, 609693. doi:10.3389/fphar.2021.609693
Zhu, F., and Qian, C. (2006). Berberine Chloride Can Ameliorate the Spatial Memory Impairment and Increase the Expression of Interleukin-1beta and Inducible Nitric Oxide Synthase in the Rat Model of Alzheimer's Disease. BMC Neurosci. 7, 78. doi:10.1186/1471-2202-7-78
Keywords: berberine, neurodegenerative diseases, neuroinflammation, neuroprotection, oxidative stress
Citation: Cheng Z, Kang C, Che S, Su J, Sun Q, Ge T, Guo Y, Lv J, Sun Z, Yang W, Li B, Li X and Cui R (2022) Berberine: A Promising Treatment for Neurodegenerative Diseases. Front. Pharmacol. 13:845591. doi: 10.3389/fphar.2022.845591
Received: 30 December 2021; Accepted: 21 March 2022;
Published: 20 May 2022.
Edited by:
Fang Pan, Shandong University, ChinaReviewed by:
Young-Ji Shiao, National Research Institute of Chinese Medicine, TaiwanGeorge L. S. Oliveira, Federal University of Piauí, Brazil
Copyright © 2022 Cheng, Kang, Che, Su, Sun, Ge, Guo, Lv, Sun, Yang, Li, Li and Cui. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Xin Li, eGlubGlAamx1LmVkdS5jbg==; Ranji Cui, Y3VpcmFuamlAamx1LmVkdS5jbg==