Siyu Wang1,2†Shuwei Zhou1,3†
Zhongyu Han1*†Bin Yu2Yin Xu2Yumeng Lin4
Yutong Chen5Zi Jin6Yalong Li7Qinhan Cao8Yunying Xu9Qiang Zhang2*Yuan-Cheng Wang1,3*- 1Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- 2Department of Gastroenterology, The First Hospital of Hunan University of Chinese Medicine, Changsha, China
- 3Nurturing Center of Jiangsu Province for State Laboratory of AI Imaging & Interventional Radiology, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- 4Eye School of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- 5The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
- 6Department of Anesthesiology and Pain Rehabilitation, Shanghai YangZhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai, China
- 7Anorectal Department, The Third Affiliated Hospital of Yunnan University of Chinese Medicine, Kunming, China
- 8School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine (TCM), Chengdu, China
- 9Clinical Medical School, Affiliated Hospital of Chengdu University, Chengdu, China
With the proposal of the “biological-psychological-social” model, clinical decision-makers and researchers have paid more attention to the bidirectional interactive effects between psychological factors and diseases. The brain-gut-microbiota axis, as an important pathway for communication between the brain and the gut, plays an important role in the occurrence and development of inflammatory bowel disease. This article reviews the mechanism by which psychological disorders mediate inflammatory bowel disease by affecting the brain-gut-microbiota axis. Research progress on inflammatory bowel disease causing “comorbidities of mind and body” through the microbiota-gut-brain axis is also described. In addition, to meet the needs of individualized treatment, this article describes some nontraditional and easily overlooked treatment strategies that have led to new ideas for “psychosomatic treatment”.
1 Introduction
Inflammatory bowel disease (IBD) is a type of chronic recurrent inflammation of the intestine that involves abnormal immune responses. The main types of IBD are ulcerative colitis (UC) and Crohn’s disease (CD) (1). The causes of IBD onset are complex, with multiple factors such as nerves, the endocrine system, immunity, gut microbiota, and psychological factors, being involved (2). Since the beginning of the 21st century, IBD has become a global public health problem. According to statistical data (3), it is expected that by 2025, the number of IBD patients in China will reach 1.5 million. This estimate is consistent with years of research experience, that is, with socioeconomic development, the incidence rate of IBD will increase annually (4).
The pathogenesis of IBD has not yet been fully elucidated. Studies have shown that environmental factors and psychological stress may be key factors affecting the course of IBD (5, 6). Recently, the bidirectional relationship between psychological stress and inflammatory activity has received considerable attention (7). An increasing number of IBD patients have psychosomatic comorbidities, which is mainly reflected in the fact that acute and chronic psychological stress can increase the incidence of IBD, and depression and anxiety are easily comorbid during and after the disease, which seriously affects the quality of life (QOL) of patients (8). A systematic review showed that the prevalence of depression and anxiety in IBD patients was 15% and 20%, respectively (9). Meta-analysis shows that IBD patients have a higher prevalence of anxiety and depression symptoms, with about one-third of patients affected by anxiety symptoms and a quarter affected by depression symptoms. Additionally, the prevalence of anxiety or depression symptoms in active IBD patients is higher than that in non-active disease patients (10). Studies have shown that depressed patients with gastrointestinal symptoms are more likely to develop IBD in the future than individuals with gastrointestinal discomfort alone, and the severity of perceived stress and mental symptoms increases the risk of IBD recurrence (11, 12). The incidence of depression in patients was greater than that in the control population (without IBD) 5 years before diagnosis (8). Moreover, compared to healthy controls, IBD patients reported a greater incidence of depression and anxiety (13). A case-control study involving approximately 12,500 patients showed significantly higher levels of anxiety and depression compared to the general population, especially within 12 months after diagnosis of IBD (14). Despite this evidence, the “comorbidities of mind and body” have not been fully recognized, and extensive experimental and clinical research on the mechanism of stress-IBD interactions is still needed.
Recently published research has proposed the concept of the brain-gut-microbiota axis (BGMA) and its role in the progression of IBD (15). Research has confirmed that intestinal health is closely related to psychological disorders (16). The BGMA includes the neuroendocrine pathway dominated by the hypothalamic pituitary adrenal axis (HPA), the enteric nervous system (ENS), the autonomic nervous system (ANS), and the gut microbiota (17). The communication system between the brain and the gastrointestinal tract has become an actively researched pathway for understanding the relationship between psychological disorders and IBD.
2 The stress- brain-gut signaling pathway -IBD
2.1 Neuroendocrine system
The BGMA is an important bridge that connects the inside and outside of the body, psychology, and physiology. When the body senses stress, the BGMA is activated, and its impact on the neuroendocrine system is mainly achieved through the HPA axis and the corticotropin releasing factor (CRF) signaling pathway (Figure 1) (18). Researchers believe that immune mediated inflammatory damage may be the key to the occurrence of UC, and CRF plays a core role in this process (19). CRF is found in both the intestine and the brain, and is released by macrophages, intestinal epithelial cells, and immune cells activated by gastrointestinal and peripheral pathways (20).
Figure 1 The neural, endocrine, and immune systems in the brain-gut-microbiota axis. A complex bidirectional communication network is constructed between the brain and the intestine through the brain-gut axis. The neuroendocrine system, immune system, and gut microbiota are its main components. When the brain senses stress, various systems and pathways are activated, affecting intestinal function by releasing neurotransmitters, inflammatory factors, and metabolites, and vice versa. [CRF]R, [corticotropin releasing factor] receptor; HPA, hypothalamic-pituitary-adrenal axis; ACTH, adrenocorticotropic hormone; GC, glucocorticoids; NE, norepinephrine; AD, adrenaline; [IL]-1, 6, 17, [interleukin]-1, 6, 17; TNF-α, tumor necrosis factor-α; VNS, vagal nervous system; SNS, sympathetic nervous system; Ach, acetylcholine; SP, substance P; 5-HT, 5-hydroxytryptamine; NPY, neuropeptide YY; ENS, enteric nervous system; DC, dendritic cell.
Under physiological conditions, adrenal cortical hormones secreted by the adrenal gland have a negative feedback inhibitory effect on the HPA axis. However, under chronic stress conditions, excessive secretion of CRF in the hypothalamus leads to increased secretion of adrenocorticotropic hormone (ACTH) in the pituitary gland, ultimately resulting in excessive secretion of adrenal cortical hormones and dysregulation of the negative feedback mechanism of the HPA axis. Approximately half of the patients with IBD (54%) with psychological disorders experienced their first depressive episode more than 2 years before the onset of IBD (21). The elevated concentrations of ACTH and cortisol in the serum of patients with severe depression, as well as the elevated cerebrospinal fluid levels of CRF, result in sustained hyperfunction of the HPA axis, significantly promoting colonic motility and increasing intestinal mucosal permeability, thereby allowing bacteria to cross the intestinal epithelial barrier to activate the mucosal immune response and migrate to secondary lymphatic organs (22), stimulating the innate immune system and exacerbating the intestinal inflammatory response (23). CRF can also exacerbate inflammatory reactions by promoting macrophage polarization (24). The increase in intestinal mucosal permeability caused by mast cell degranulation is also a key mechanism for promoting the intestinal inflammatory response (24). When CRF or mast cells are inhibited, the trend of a worsening intestinal inflammatory response will be reversed (25, 26). The spasm of gastrointestinal small vessels caused by the excitation of the HPA axis, the necrosis of the gastrointestinal mucosa, and the increased susceptibility of the body to exogenous stress factors caused by the hyperactivity of the HPA axis are all considered to be reasons for the increased incidence of IBD due to the abnormal function of the HPA axis (27).
Researchers have shown that in CRF1 receptor-deficient mice, the intestinal inflammatory response is significantly reduced, while in CRF2 receptor-deficient mice, the intestinal inflammatory response is significantly increased, suggesting that the CRF1 receptor can promote intestinal inflammation and that the CRF2 receptor can inhibit intestinal inflammation (28). The same research results also confirmed that the use of CRF1 antagonists can significantly increase vagus nerve (VN) activity and reduce sympathetic nerve (SN) activity, suggesting that the use of CRF1 antagonists is a potential method for treating IBD caused by ANS disorders (29). The neuroendocrine system mainly mediates the intestinal inflammatory response caused by chronic stress, and recent research has focused mainly on the HPA axis; however, this axis is affected by various factors and is closely linked to the ANS and various hormones. The mechanism of action is complex, and a single study cannot fully reflect its mechanism of action. Therefore, additional large-scale, multicenter human-based clinical studies are needed to elucidate the specific pathways involved.
For basic researchers, the neuroendocrine system presents a rich field for exploring the intricate interplay between stress and gastrointestinal health. The elucidation of the roles played by CRF and the HPA axis in modulating intestinal inflammation and immune responses lays a foundational framework for the identification of potential therapeutic targets that exert modulatory effects on intestinal inflammation, including CRF1 and CRF2 receptors. For clinicians, this knowledge holds substantial value. It underscores the potential for the development of novel therapeutic interventions for IBD and related disorders by targeting the CRF signaling pathway or modulating the HPA axis. Furthermore, the delineation of the relationship between psychological stress and the exacerbation of IBD symptoms highlights the imperative for integrative treatment modalities. Such modalities should not only tackle mental health concerns but also furnish more effective management strategies for patients suffering from stress-associated gastrointestinal conditions. This integrative approach could potentially ameliorate the prognosis of patients afflicted with conditions such as IBD, thereby underscoring the necessity for a comprehensive understanding of the neuroendocrine mechanisms underlying stress-related gastrointestinal pathologies.
2.2 ENS
The ENS refers to a neural system composed of primary sensory neurons, intermediate neurons, and motor neurons that regulate gastrointestinal effects in the gastrointestinal tract. The ENS is embedded within the intestinal wall and is interconnected with the intestinal endocrine system, immune system, peripheral nervous system (PNS), central nervous system (CNS), and gut microbiota. The ENS releases a large number of neurotransmitters and neuropeptides, including substance P (SP), 5-hydroxytryptamine (5-HT), somatostatin, vasoactive intestinal peptide (VIP), glutamate, peptide YY (PYY), etc. (Table 1), which affect the movement, immunity, and inflammatory response of the intestine (49, 50). Because of its great similarity to the brain, the ENS is also known as the second brain.
Table 1 The influence of neurotransmitters released by ENS on the brain-gut axis.
Elucidating the role of the ENS and its associated neurotransmitter release within the BGMA is imperative for a comprehensive understanding of the pathophysiological mechanisms underpinning gastrointestinal disorders, as well as their interplay with neural and psychosocial determinants. Recent investigations in this domain have catalyzed the exploration of novel therapeutic avenues, specifically through the identification of targeted molecular interventions. For instance, elucidation of SP and its interaction with the NK-1 receptor delineates a promising therapeutic target for pharmacological intervention in UC. Concurrently, the characterization of neurotransmitter expression profiles in UC presents the potential for the development of innovative biomarkers. These biomarkers could revolutionize diagnostic processes, prognostication, and the monitoring of therapeutic responses in UC management.
Existing therapeutic modalities, such as surgical interventions and systemic immunosuppression, offer a broad-spectrum approach with variable efficacy and significant adverse effects. In contrast, the advancement of therapies targeting specific neurotransmitter pathways heralds a new era of precision medicine. Such targeted approaches not only hold the promise of enhancing therapeutic outcomes but also aim to significantly ameliorate the QOL for patients afflicted with gastrointestinal diseases. This paradigm shift towards neurotransmitter pathway-specific interventions underscores a pivotal moment in the evolution of gastrointestinal disease management, emphasizing the need for continued research and development in this dynamic field of medical science.
2.3 ANS
The normal physiological function of the intestine is mainly controlled by the ANS, and ANS dysfunction manifests as increased sympathetic function and decreased vagal function, which may induce the production of inflammatory factors in the intestine of IBD patients (51). MAULE reported that in patients with UC, sympathetic tone increases at rest, whereas parasympathetic tone decreases, suggesting that the activation of the sympathetic nervous system (SNS) seems to be related to intestinal disease activity (52). The activated SNS can promote catecholamine release, cause mast cell degranulation, promote the secretion of inflammatory cytokines, increase intestinal mucosal permeability, and thus promote intestinal inflammatory reactions (53). Kyösola compared the results of immunofluorescence histochemistry of rectal mucosa between UC patients and healthy individuals and found that the number of SN fibers in the inflamed area of UC patients was significantly increased (54). After inhibiting SN fibers with the sympathetic blocker clonidine, the patients’ conditions significantly improved, and their disease activity indices also decreased. However, Straub compared the number of SN fibers in the intestinal mucosa and submucosa of DSS-induced chronic enteritis mice and healthy mice and found that the number of SN fibers in DSS-induced model mice was significantly decreased (55).
The above studies suggest that SNs can regulate intestinal inflammation through multiple pathways and that the role of SNs in intestinal inflammation may be completely different. Further in-depth study of the specific mechanism is needed.
VN is a major component of the parasympathetic nervous system, which is a mixed nerve with anti-inflammatory properties through its afferent and efferent fibers, located at the junction of the brain-gut axis (56). Research has shown that stress can lead to a decrease in heart rate variability in the human body, which indicates a decrease in VN tone. Stimulating VN to increase VN tone exhibits anti-inflammatory effects in the intestine. Therefore, impaired VN tone in response to stress may lead to an increased proinflammatory state and systemic inflammatory response in the intestine (57, 58). Animal experiments have shown that VN signaling can reduce intestinal inflammation by regulating the feeding behavior of mice and releasing acetylcholine (Ach) (59). Therefore, improving the function of the VN in patients may help treat UC. VN signaling is believed to have anti-inflammatory effects, and stress reduces the outflow of the VN and increases the outflow of the SN and the activity of the adrenal medulla, leading to an increase in norepinephrine and epinephrine levels (60). A decrease in the outflow of the VN and an increase in sympathetic tone can lead to the suppression of immune cell function and ultimately to intestinal inflammation. In addition, researchers have found in animal models of infectious shock that stimulating VN terminals can inhibit the occurrence and development of shock (61). Subsequent studies identified Ach as the mediator released by VN terminals, and further research revealed that Ach inhibits the release of shock effectors (IL-1 and TNF-α) by binding to α7-nicotinic-acetylcholine receptors (α-7-nAchRs) on macrophages. TNF-α is considered to be a key inflammatory mediator involved in IBD and remains the most widely used and effective current biotherapy target in IBD. A positive correlation has been found between vagotomy and the subsequent development of IBD, especially for CD, highlighting the importance of the integrity of the VN in preventing IBD (62). VN signaling has this anti-inflammatory effect through the close association of this nerve with splenic SN fibers in the celiac ganglion (63) or through nonneuronal communication pathways that have not yet been characterized. VN signaling increases catecholamine signaling to the spleen and induces splenic T cells to secrete Ach (64). These Ach-releasing T cells represent a new key finding that reveals an important mechanism of the cholinergic anti-inflammatory pathway. Similar T cells can also be found in lymph nodes and Peyer’s patches in mice and are similarly regulated by noradrenergic neurons (64). The Ach released by these T cells acts on circulating and tissue cells via α-7-nAchRs, thereby completing the cholinergic anti-inflammatory pathway. In addition, due to its central role, persistent inflammation can lead to psychological disorders, which in turn may cause flare-ups of the disease.
These research findings provide new therapeutic targets and methods, particularly in the search for nontraditional, neuromodulatory based approaches for treating IBD. For example, by activating the cholinergic anti-inflammatory pathway of VN signaling or using α-7-nAchRs agonists as a treatment option may bring new hope for IBD patients, especially for those who do not respond well to traditional treatment strategies.
2.4 Gut microbiota
Psychological stress is associated with a disruption of intestinal physiology, and this association has been supported by human and animal model studies (65, 66). The gut microbiome is considered to be the third key component of the brain-gut axis, and the concept of the microbiome-gut-brain axis (MGBA) has been established (67, 68). Psychological stressors can alter the composition of the gut microbiota and promote intestinal inflammation (69, 70).
Stress-induced dysbiosis is characterized by a decrease in the abundance of lactic acid bacteria, accompanied by an increase in bacterial translocation and a decrease in the host’s ability to resist pathogen infection (71). Studies have shown that social psychological stress can induce significant changes in the gut microbiota of mice and can increase the expression levels of proinflammatory factors such as interleukin-6 (IL-6) in peripheral blood (70). Antibiotics can eliminate this change, suggesting that gut dysbiosis is a prerequisite for the development of a systemic inflammatory response. Mice subjected to chronic social failure stress exhibit a decrease in the abundance and functional diversity of the gut microbiota, specifically a significant decrease in Bacteroides and a significant increase in Clostridium in the gut microbiota. At the same time, the abundance of genes involved in the synthesis and metabolism of neurotransmitter precursors and short-chain fatty acids (SCFAs) decreases (72). By establishing a chronic unpredictable mild stress (CUMS) mouse model, researchers found that the abundance of Lactobacillus in the gut microbiota significantly decreased. CUMS leads to a decrease in the diversity of the gut microbiota, with a significant increase in pathogenic bacteria (such as Escherichia and Shigella) and conditional pathogens (such as Enterococcus, Vagococcus and Aerococcus) (73). By establishing a model of chronic social stress in mice (70), researchers found that the depressive-like behavior of mice may be related to certain strains of bacteria at the species level, including Clostridium leptum, Blautia coccoides, and Streptococcus hyointestinalis (74). In a cohort of mice exposed to a single stressor, compared to that in a conventional home cage control setting, the expression of serum lipopolysaccharide-binding protein was increased, indicating that bacterial translocation occurs in parallel with colonic mucus disruption (75).
Some studies have shown that certain bacterial species in the gut microbiota can regulate the differentiation of intestinal T cells and play an indispensable role in the development and maintenance of the intestinal immune system (76). For example, segmented filamentous bacteria (SFB) induce the differentiation of T helper 17 (Th17) cells through major histocompatibility complex class II (MHCII)-dependent antigen presentation by intestinal dendritic cells (DCs) and innate lymphoid cells (ILCs), while polysaccharide A (PSA) derived from Bacteroides fragilis can activate Toll-like receptor (TLR) 2 on plasmacytoid DCs, thereby inducing the differentiation of regulatory T (Treg) cells (77). In mice subjected to chronic subordinate colony housing (CSC) preconditioning, the abundance of Helicobacter and Paraprevotella was significantly increased and the host immune response was activated. After the addition of DSS, the number of mesenteric lymph node cells in the mice further increased, the cells produced more IFN-γ and IL-6, and the intestinal tissue damage worsened (78). Similarly, male C57BL/6 mice subjected to chronic restraint stress (CRS) preconditioning and subsequent DSS intervention showed a more significant increase in the abundance of proinflammatory bacteria, such as Helicobacter and Streptococcus, which activate inflammatory signaling pathways such as the IL-6/STAT3 pathway, leading to colitis.
Stress induced changes in gut microbiota, characterized by a decrease in beneficial bacteria and increased susceptibility to pathogens, are associated with changes in systemic inflammatory response, neurotransmitters, and SCFAs synthesis. Future research can explore interventions targeting the gut microbiota to alleviate the effects of stress, such as probiotics or dietary adjustments, and their efficacy in preventing or reversing stress-induced changes in gut health.
3 The gut–brain signaling pathway and psychological disorders in IBD
The possible pathophysiological mechanism of brain-gut pathway activation after psychological stress, which leads to gastrointestinal diseases such as IBD, has been described in detail previously. At the same time, there is also significant evidence that IBD can cause or exacerbate psychological disorders through the gut-brain pathway (79, 80). The presence of psychological disorders not only causes increased gastrointestinal symptoms in IBD patients, but also may have other harmful consequences, including decreased compliance with medication treatment, repeated consultations for the disease, and increased clinic visits (81).
3.1 The role of the VN
Existing research indicates that the intestinal immune system can affect the brain through multiple pathways (82). One mechanism is through the VN afferent signaling pathway. Before lipopolysaccharide (LPS) induces peripheral inflammation in rodents, cutting the VN can prevent certain disease behaviors, including fatigue, social withdrawal, cognitive dysfunction, and psychological changes (mainly for depression, as the improvements in symptoms of anxiety are still questionable) (83). The afferent fibers of the VN are sensitive to changes in the gut environment, including the presence of inflammation. These fibers can detect proinflammatory cytokines and other inflammatory markers produced in the gut. Once these inflammatory signals are detected, the VN transmits this information to the brainstem, specifically to the nucleus tractus solitarius (NTS), which then relays information to higher brain centers involved in mood regulation, such as the amygdala, hippocampus, and prefrontal cortex (84). Additionally, early studies have shown that the VN is involved in the transmission of peripheral-derived IL-1β in the CNS during fever induction (85), and this transmission process is eliminated in rats subjected to vagotomy.
From another perspective, the VN fibers are distributed throughout all layers of the digestive wall, but do not pass through the epithelial layer, so they do not come into direct contact with the gut microbiota (86). However, due to its location and various receptors, including mechanical and chemical receptors, the VN can detect and respond to various signals, including metabolites of the gut microbiota, gut hormones or neurotransmitters (87). VN chemoreceptors can participate in communication between the gut microbiota and the brain by detecting SCFAs. Its mechanism is related to the fact that SCFAs can bind to the G-protein coupled receptors carried by enteroendocrine cells, thereby stimulating VN (88). There is evidence to suggest that injecting Lactobacillus johnsonii into the duodenum can increase VN activity (89). Chronic Lactobacillus rhamnosus (L. rhamnosus) treatment induced changes in gamma-aminobutyric acid (GABA) brain expression in healthy mice. These mice also exhibited a decrease in cortisol levels associated with stress and behaviors (anxiety and depression). After vagotomy, these effects were not observed (90). Fecal microbiota transplantation (FMT) from healthy donors to psychologically stressed mice can improve brain dysfunction, and the degree of benefit from this improvement is significantly reduced after vagotomy, indicating that some beneficial effects of FMT may be mediated by the VN (91). The above evidence once again indicates that the VN is the main regulatory structure of the gut-brain axis.
Further research on the mechanism of VN, particularly how it detects and responds to signals from the gut, including proinflammatory cytokines and metabolites of the gut microbiota (such as SCFAs), helps to understand the complex interactions between the gut microbiota and the brain, providing valuable models for understanding how peripheral signals affect mental health.
3.2 The hippocampus and psychological disorders
Circulating cytokines released by periventricular organs and leukocyte infiltration into the brain, as well as TLR activation on macrophages in periventricular organs, lead to the production of proinflammatory cytokines and their diffusion into the brain (83). An analysis of the relationship between the levels of proinflammatory cytokines and brain region changes in a mouse model of colitis, revealed that an increase in circulating proinflammatory cytokine levels affected several brain regions, most importantly the hippocampus (92, 93). The hippocampus is part of the limbic system in the brain that controls psychological health. In a study of dinitrobenzene sulfonic acid (DNBS)-induced colitis model mice, it was found that the mice exhibited behaviors consistent with depression and anxiety (92). Moreover, in an examination of the brains of these mice, and it was found that the expression of genes related to inflammation and excessive NO production was increased in the hippocampus. The same research results confirmed that in the hippocampus of colitis model mice, the TNF and NO concentrations and inducible NOS expression were increased (93). In addition, intraperitoneal injection of NOS inhibitors reduced the concentrations of TNF and NO in the hippocampus, reversing the anxiety- and depression-like behaviors, although this seemed to have little effect on the improvement of colitis. The increase in proinflammatory cytokine levels in the hippocampus may be related to a reduction in hippocampal neurogenesis. For example, 2,4,6-trinitrobenzenesulfonic acid solution (TNBS)-induced colitis was shown to reduce the synaptic plasticity of glutamatergic neurons in the hippocampus and increase synaptic transmission (94).
Notably, neuroinflammation can have a negative impact on adult hippocampal neurogenesis. Although homeostatic microglia support adult hippocampal neurogenesis, peripheral inflammatory factors such as TNF and IL-1β inhibit the proliferation and maturation of neural precursor cells (NPCs) (95). Although the direct mechanism linking neuroinflammation and adult hippocampal neurogenesis in IBD has not been established, studies on acute and chronic DSS-induced colitis model animals have shown impaired adult hippocampal neurogenesis (96, 97). In summary, adult hippocampal neurogenesis is vulnerable to peripheral and neural inflammation, leading to neuropsychiatric symptoms associated with IBD. In another group of colitis model mice, inflammation led to an increase in the level of the p21 protein in the hippocampus (98). This protein can prevent the proliferation of early neuronal progenitor cells.
In recent years, the relationship between the gut microbiota and the hippocampus has received increasing attention from scholars. Probiotics, especially Lactobacillus strains, can significantly reduce serum CORT and ACTH levels and ameliorate hippocampus-dependent emotional changes (99, 100). Bifidobacterium strains can also reduce serum CORT levels and normalize anxiety behavior (101, 102). Studies have shown that FMT can significantly improve depression-related performance and the composition of the fecal microbiota after CUMS, reverse increases in serum IL-6 and TNF levels, decrease 5-HT levels, and decrease hippocampal GABA levels (103).
There is a clear pathway to further investigate the detailed mechanisms by which intestinal inflammation leads to changes in brain chemistry and structure, with a particular focus on the pathways that lead to elevated levels of brain cytokines and their direct impact on the hippocampus. The next step for researchers can explore the specific effects of inflammation on hippocampal neurogenesis and synaptic plasticity, investigate how different inflammatory markers affect neural precursor cells and synaptic transmission, and the positive role of probiotics or FMT in reducing neuroinflammation.
3.3 Important effects of neuroinflammation
In IBD patients, the immune system responds to gut bacteria in an exaggerated manner (104). Studies have shown that the gut microbiota interacts with the intestinal epithelium, inducing responses from T cells in the gut and microbial-specific T cells in the thymus (105, 106). In addition, as metabolic products derived from gut microbes, SCFAs provide energy support for local immune responses. SFCAs regulate the development of B cells and the differentiation of Treg cells, and participate in the activation of inflammatory bodies (107). Fecal concentrations of SCFAs in IBD patients are significantly reduced (108). In addition to SCFAs, the imbalance of gut microbes also affects bile acid and tryptophan metabolism, further increasing intestinal inflammation (107). In IBD patients and DSS-induced colitis models, bacterial translocation and increased levels of circulating inflammatory mediators confirm the gradual transition from local inflammation in the gastrointestinal tract to systemic inflammation (109). Once gut-derived peripheral inflammation spreads to the CNS, resident immune cells, such as astrocytes, microglia, and brain-resident macrophages, may be activated and enter an inflammatory state, where they produce various cytokines and chemokines (110). These immune factors and chemokines attract immune cells from the peripheral bloodstream into the brain, triggering neuroinflammation.
It has been reported that in a model of depression, anxiety, and inflammation induced by intraperitoneal injection of LPS during CUMS, microglia can mediate behavioral deficits (111, 112). The main pathways involved include microglia-astrocyte crosstalk via glutaminase-1 and silent information regulator 2 homolog 1 (Sirt1)-nuclear factor erythroid 2-related factor 2 (Nrf2)-hemoxygenase 1 (Ho-1) signaling through the clearance of reactive oxygen species (ROS) (113, 114). In addition, microglia can phagocytose and prune synapses. Microglial synaptic pruning is crucial for normal brain development, but it is abnormally upregulated during neurodegenerative diseases (115). Notably, that the complement system plays a key role in synaptic pruning and is associated with stress-induced depressive symptoms (116). In addition, in depression models, the interaction of microglia with synapses shows spatial and temporal differences. Early neuroinflammation (such as LPS-induced inflammation) exacerbates adolescent depressive-like behavior, which is associated with the formation of glutamatergic neurons spines in the anterior cingulate cortex (112). In summary, neuroinflammation in IBD can contribute to psychiatric symptoms by inducing structural changes in or the degradation of synapses or the death of neurons.
Overall, developing therapies that regulate the composition or metabolic output of gut microbiota (such as increasing SCFAs levels) and regulating the interaction between the immune system and gut microbiota may prevent cascade reactions that lead to systemic and CNS inflammation, reducing the likelihood of psychological disorders in IBD patients. Meanwhile, studying how neuroinflammation leads to psychological symptoms in IBD patients can guide the development of treatment methods targeting specific pathways, such as microglial astrocyte interactions or synaptic pruning mechanisms. The dynamic changes between intestinal inflammation, immune response, neuroinflammation, and psychological disorders have not been reported yet. By tracking the changes in these reactions over time in IBD patients, we can better understand the progression and interaction of these factors.
3.4 Brain-derived neurotrophic factor
Another key factor affecting psychological disorders in IBD patients is brain derived neurotrophic factor (BDNF). BDNF has a positive effect on the release of neurotransmitters and the expression and function of neurotransmitter receptors and ion channels (117). Moreover, BDNF can increase synaptic plasticity and adult neurogenesis. It has been reported that depression is associated with lower levels of BDNF (118). Notably, neuroinflammation reduces BDNF signaling, and BDNF expression is inhibited by IL-1β (119). The same study also confirmed that the BDNF levels in the brains of DSS-induced colitis model animals were significantly decreased (120, 121). Although neuroinflammation and a decrease in BDNF levels are synchronous in IBD models, no further research on whether there is a causal relationship is available. Therefore, this finding provides us with a direction for further research; that is, impaired BDNF signaling may be triggered by neuroinflammation, leading to psychiatric symptoms in individuals with IBD. In addition, BDNF can serve as a biomarker to identify IBD patients at higher risk of psychological disorders for early intervention.
3.5 The impact of the gut microbiota on psychological disorders in IBD patients
Changes in the gut microbiota may be both a cause and a consequence of intestinal inflammation and regulate neuropsychiatric symptoms by affecting the CNS while also having a direct effect on neurons. Therefore, exploring the changes in the CNS during IBD-related dysbiosis is particularly important for obtaining a better understanding of the pathogenesis of “comorbidities of mind and body”.
Different microbial metabolites can regulate the maturation and function of microglia (122). Microbial-derived SCFAs signaling via free fatty acid receptor 2 (FFAR 2) involves microglia, with its main component acetate being a key regulator of microglial metabolism and phagocytosis (122). Moreover, another component of SCFAs, propionate, can induce Treg cell activation and reduce the response of Th1 and Th17 cells (123). In addition, the bacterial metabolite tryptophan signals through the aryl hydrocarbon receptor to reduce the activation of astrocytes caused by microglial inflammation (124). Studies have shown that UC patients with depression or anxiety exhibit a unique gut bacterial profile associated with reduced blood levels of the metabolites 2′-deoxy-D-ribose and L-pipecolic acid (110). Interestingly, researchers have shown that the replacement of these metabolites in mice had a positive effect on reducing DSS-induced colitis and cytokine levels in the blood and brain. In addition, the replacement of these metabolites also significantly improved anxiety and depression-like behavior (110). This series of findings clearly demonstrates the important role of microbial metabolites in the “gut-immune-brain” communication of “comorbidities of mind and body”.
Furthermore, the gut microbiota is involved in neurotransmitter metabolism. At the subordinate level, Lactobacillus, Bifidobacterium, Escherichia, Enterococcus, and other species can produce neurotransmitters, neuropeptides, or other substances (such as metabolites) that can affect neural activity (125, 126). Lactobacillus and Bifidobacterium have been shown to produce GABA and Ach (127), while L. rhamnosus can regulate the central expression of GABA receptors in key regions of the mouse brain (128). The genus Bacteroides is associated not only with the occurrence of colitis but also with the expansion of its species, which mediates depressive-like behavior and impaired hippocampal neurogenesis by regulating tryptophan and neurotransmitter metabolism (129).
In summary, targeting the gut microbiota and its metabolites has great potential in developing new interventions to treat the intertwined pathology of the gut and brain. Identifying and characterizing microbial metabolites that affect the gut-brain axis can reveal new therapeutic targets. This leads to a promising path for future research and clinical application in the field of psychological gastrointestinal diseases. Meanwhile, more longitudinal and interventional clinical studies should be conducted to validate the findings of animal models.
4 New treatment strategies for IBD based on the brain-gut-microbiota axis
The possible mechanisms underlying the interaction between IBD and psychological disorders are described above. Therapeutic strategies targeting the gut microbiota, psychological disorders, neuroinflammation, and the immune microenvironment are therefore logical. Research has shown that the use of antidepressants, modulators of the gut microbiota, and other psychological interventions to treat “comorbidities” is often effective (Figure 2).
Figure 2 Five nontraditional treatment strategies based on the brain-gut-microbiota axis. These five treatment strategies aim to alleviate intestinal inflammation and improve psychological disorders by affecting different aspects of the brain-gut-microbiota axis. TCAs, tricyclic antidepressants; SSRIs, selective serotonin reuptake inhibitors; SNRIs, serotonin and norepinephrine reuptake inhibitors; FMT, fecal microbiota transplantation; PUFAs, polyunsaturated fatty acids; FODMAPs, fermentable oligosaccharides, disaccharides, monosaccharides, and polyols.
4.1 Antidepressants in IBD
To date, no antidepressant has been explicitly approved for the treatment of gastrointestinal diseases, but antidepressants are widely used as a main treatment method for disorders of gut–brain interaction (DGBIs), as shown in Table 2. Commonly used antidepressants include tricyclic antidepressants (TCAs), selective serotonin reuptake inhibitors (SSRIs), serotonin and norepinephrine reuptake inhibitors (SNRIs), and other antidepressants. Antidepressants can relieve gastrointestinal symptoms by regulating neurotransmitters such as serotonin, norepinephrine, and CRF, which play a role in intestinal motility and sensation (139). At the same time, by blocking the receptors 5-HT, norepinephrine, and several other neurotransmitters, antidepressants can also exert analgesic effects (140).
Table 2 The mechanism of action, benefits and side effects of antidepressants in IBD.
In addition, antidepressants can reduce afferent signals from the gut and downregulate afferent visceral signals by affecting the function of the anterior cingulate cortex. Another theory suggests that long-term use of antidepressants can restore lost neurons and reduce the risk of depression recurrence (141, 142). A study revealed that after treatment with antidepressants, the level of BDNF gradually increased, and this increase seemed to be correlated with the degree of recovery from depression (141). To date, there are few data or low-level evidence obtained from the use of antidepressants for IBD. A prospective study involving 331 IBD patients revealed that after receiving antidepressant treatment (143), the number of patients (especially those with abnormal anxiety or depression scores at the time of study enrollment) receiving drug escalation therapy decreased. Similarly, in a retrospective case evaluation involving 58 IBD patients, compared with patients in the control group, patients taking various antidepressants had fewer relapses and corticosteroid courses within one year after starting antidepressant treatment (144).
4.2 Probiotics and FMT in IBD
Modulating the gut microbiota by administering probiotics is a potential strategy for the prevention and treatment of IBD. Several animal studies have shown that the use of probiotic strains can alleviate DSS-induced colitis, reduce systemic and CNS cytokine levels, restore inflammatory-related microflora dysregulation-related miRNA expression, and improve depressive and anxiety-like behavior (145, 146). Notably, Faecalibacterium Prausnitzii, a highly IBD-related species (with significantly decreased abundance in active IBD) (147, 148), could prevent anxiety and depression-like behavior in stressed rats (149). Research has found that after administration of L. rhamnosus, the expression of GABA Aα2 mRNA in the prefrontal cortex and amygdala decreased (150), thereby reducing plasma corticosterone levels. Moreover, supplementation with Lactobacillus strains can reduce stress-induced HPA activation and corticosterone, indirectly increasing the levels of BDNF in the hippocampus and 5-HT in the prefrontal cortex and frontal cortex of mice, which plays a role in preventing anxiety and depression (128).
In patient-based studies, probiotic treatment has been shown to significantly relieve IBD symptoms (Table 3). In CD patients, the administration of Saccharomyces boulardii is helpful for alleviating symptoms and reducing bowel sealing (151). In UC, Bifidobacterium and Lactobacillus acidophilus can maintain symptoms during low-activity periods (152). Moreover, the administration of Lactobacillus fermentum to UC patients can reduce the levels of NF-κB, IL-6, and TNF-α (153). Inconsistencies in the results of supplementation with the same probiotic strain can be triggered by the influence of flora activity and the presence of other strains in the host, indicating that compound probiotics often have greater therapeutic benefits for IBD than single strains. However, the results showing that probiotics directly reduce symptoms of anxiety and depression in IBD patients are mixed, showing contradictory results. A meta-analysis of randomized controlled trials (RCTs) in recent years has shown that the evidence obtained is insufficient to support the effectiveness of probiotics in treating psychological disorders in IBD patients, and including depressed and nondepressed individuals in the same analysis, as well as using different strains and treatment regimens, is still insufficient to demonstrate the direct effectiveness of probiotics in alleviating psychological disorders (161, 162). Other studies have reported the positive effects of probiotics on psychological, cognitive and emotional function; anxiety; and stress (163).
Table 3 Clinical trials of probiotics and FMT in the treatment of IBD.
FMT is a new microbiome-based therapy in which feces are transferred from healthy donors to the intestinal tract of patients through endoscopy or colonoscopy to reduce intestinal dysbiosis (164). Compared with prebiotics, probiotics, and antibiotics, FMT has a more direct and efficient effect on restoring intestinal microecological balance. According to some literature reports, with the deepening of researchers’ understanding of the MGBA, FMT has good clinical efficacy and promising prospects in treating neuropsychiatric diseases, especially refractory psychiatric diseases (164). Some studies have shown that compared with the use of a placebo, the use of FMT for the treatment of IBD significantly alleviates endoscopic and clinical symptoms (165). At the same time, the therapeutic potential of FMT also manifests in the alleviation of some extraintestinal symptoms, such as anxiety, depression, and autism (166). Notably, negative emotions can also occur with FMT; for example, anxiety-like behaviors caused by chronic stress can appear in recipient mice after FMT with stressed mice as donors (69). Similarly, mice receiving a fecal transplant from patients with irritable bowel syndrome and anxiety not only exhibit intestinal symptoms but also exhibit more pronounced anxiety-like behaviors (167). Although the treatment of FMT is very individualized and its efficacy is very rapid compared with that of oral probiotics, the long-term effects and potential risks of FMT are still unclear, and large-scale follow-ups in the population are still needed to clarify the long-term prognosis.
4.3 Brain-gut behavioral therapies
A prospective longitudinal population-based study revealed that psychological factors contributed more to the perception of health in the IBD cohort than in the control group (168). However, inactive IBD patients were very similar to non-IBD control group patients. Based on the above results, it suggests that psychological disorders are not specifically associated with the disease itself but mainly affect disease activity. Among the IBD patient samples observed in a gastroenterology department, it was found that the severity of the disease and psychological disorders independently led to impaired QOL (169). In another study, after appropriate psychological assistance, the intestinal and systemic symptoms of IBD patients were alleviated, the level of activity participation increased, symptom tolerance increased, pain decreased, perceived stress decreased, and the number of visits to the gastroenterology department decreased (170). Therefore, in addition to considering drug treatment, how to improve the psychological health and cognitive function of IBD patients through wider daily communication on their diagnosis, treatment and QOL, especially by establishing a positive, trusting and harmonious doctor−patient relationship, is worth considering for researchers and medical staff.
Currently, the most widely studied psychological gastroenterological intervention is brain-gut behavioral therapy (BGBT) (171), which includes gastrointestinal-focused cognitive−behavioral therapy, gut-directed hypnotherapy, mindfulness-based interventions, self-management programs, and psychodynamic-interpersonal therapy. Based on the idea that “thoughts, emotions, and behaviors can be learned and influence both the symptoms experienced by patients and their perception of these symptoms”, gastrointestinal-focused cognitive−behavioral therapy aims to achieve self-stress management by adjusting cognitive processes, practicing mindfulness, and receiving stress reduction training (172). Gut-directed hypnotherapy is a method used by professional clinicians to induce a highly focused state of consciousness in DGBI patients through video calls and digital means to increase their acceptance of posthypnosis suggestions (173). This can improve the poor cognition and extraintestinal manifestations of DGBI patients to a certain extent (174). Self-management programs aim to help patients realize that they are the managers of their own disease and need to actively participate in the management of their disease process (175). By establishing a workbook, improving their understanding of disease-inducing factors, correcting erroneous beliefs, and boosting self-confidence and reducing stress, patients can achieve their goals. Psychodynamic-interpersonal therapy is the most important of the five methods (176). Research has shown that a strong, trusting, and cooperative relationship between doctors and patients is crucial for patients to reduce their negative emotions caused by physical symptoms, as poor interpersonal relationships have become a stumbling block in their lives. Through effective communication, full empathy, active listening, and recognition of patients’ experiences and concerns, patients can discover their own value and increase their enthusiasm for participation (177).
Through the above five methods, patients can better understand and manage their emotions and alleviate the emotional stress and anxiety caused by the disease. At the same time, patients can learn to cope with the decline in QOL related to IBD, including dealing with social isolation, physical discomfort, dietary restrictions, and medical procedures. Poor disease control may affect QOL, while BGBT can help increase patients’ life satisfaction. In addition, lifestyle advice on diet, exercise, and sleep is also provided to patients through BGBT. When experiencing pain and discomfort, the clever use of relaxation techniques, meditation, and deep breathing can be beneficial for alleviating physical and mental stress. Finally, a good and trusting doctor−patient relationship can help increase patient compliance and their understanding of their treatment options, thereby increasing their likelihood of following medical advice. Therefore, it is necessary to use both drug therapy and BGBT for comprehensive treatment.
4.4 PUFAs and FODMAPs diet
The development of a reasonable dietary strategy for IBD patients requires long-term adherence, which is often overlooked by patients and clinicians. Epidemiological surveys have shown that diets containing a large amount of animal fat and a small amount of fruits and vegetables may be associated with an increased risk of IBD (178). In mouse models, high-fat diets, especially those rich in saturated fatty acids, also increase inflammation, while supplementation with omega-3 long-chain fatty acids can significantly reduce the production of cyclooxygenase-2 (COX-2), IL-6, iNOS, and TNF-α in the colon, thereby reducing intestinal inflammation (179). It has been reported that consuming diets rich in omega-3 and omega-6 polyunsaturated fatty acids (PUFAs) in the early stages of external stress can regulate the composition of the gut microbiota and the abundance of gut microorganisms, for example, by increasing probiotics such as bifidobacteria and lactobacilli (180). In addition, studies have confirmed that omega-3 fatty acid supplementation can reduce the excessive activation of the HPA axis in adolescent female rats under stressful conditions and improve their cognitive ability in adulthood (181, 182). These findings suggest that rationalizing dietary consumption has the benefit of reducing stress and depressive behavior.
A diet low in fermentable oligosaccharides, disaccharides, monosaccharides, and polyols (FODMAPs) is recommended as a first-line treatment for IBS (183). The occurrence of IBD is associated with food allergies or overconsumption of specific types of carbohydrates. By reducing the intake of FODMAPs, it is possible to reduce fermentation and gas production in the gut, thereby alleviating symptoms such as bloating, abdominal pain, and diarrhea (184). In a randomized, placebo-controlled trial, researchers found that compared to a sham dietary advice control group, patients with inactive IBD who received advice on a low FODMAP diet experienced improvements in their intestinal symptoms and QOL (185). This finding may be related to the fact that a low FODMAP diet changes the diversity of the gut microbiota, especially the abundance of bifidobacteria, but has no significant effect on inflammatory markers (186).
4.5 Pro-nature physical activity
As a physical and mental disease, IBD often involves many psychological disorders, including fatigue, depression, anxiety, and decreased QOL, in addition to the intestinal symptoms of the disease itself (187, 188). In addition to controlling inflammation, adhering to a healthy lifestyle (moderate-to-high intensity physical activity, weight control, limited alcohol consumption, no smoking, and Mediterranean diet) is associated with lower all-cause mortality in elderly IBD patients. In a recent review by the Crohn’s and Colitis Organization of Europe, it was confirmed that patients with IBD, especially CD, who suffer from “comorbid physical and mental illnesses”, can benefit from physical activity. A lack of physical activity often leads to overweight and even obesity (189–191). During long-term follow-up, obese IBD patients were found to have a lower clinical remission rate of drug treatment and higher anxiety, depression, fatigue, and pain scores, as measured by the PROMIS (192). At the same time, the recurrence rate of the disease, the rate of repeat visits to the gastroenterology clinic, and the incidence of complications were significantly greater in these patients than in those who participated in sufficient physical activity (193).
Lou found that combining structured physical activity with a lifestyle that fully exposes people to nature, or “pro-nature physical activity”, can effectively improve the “physical and mental comorbidities” of patients with DGBIs (194). This “green prescription” not only embodies the medical treatment concept from a holistic viewpoint, but also provides a new perspective and means for treating diseases related to stress and psychological disorders (195). Although there are few studies on the mechanism by which physical activity alleviates the “physical and mental comorbidities” of IBD patients, and most of them have insufficient sample sizes, existing research shows that physical activity can regulate the diversity of gut microorganisms and intervene in specific gut microbiota and bacterial metabolites (such as SCFAs) to affect the disease (196–198). Physical activity may lead to epigenetic modifications and regulate the transcription of key genes responsible for acute and chronic benefits from physical activity. Moreover, physical activity can reduce visceral fat content and the expression of proinflammatory factors (such as TNF-α and IL-6) and increase intestinal mucosal immunity, epithelial integrity, and tissue regeneration. Among them, pro-nature physical activity can regulate the MGBA; increase the abundance of Firmicutes and Akkermansia bacteria; increase SCFAs levels; and further affect the HPA axis, BDNF, and serotonin pathways involved in bidirectional gut-brain communication, thereby maintaining body homeostasis and reducing psychological stress (194).
Although Lou’s research confirms that nature-based physical activity is a more efficient form of exercise, it does not compare specific types of exercise (such as basketball, running, and swimming), and there is no universal standard for exercise intensity and frequency. Therefore, in future observational studies, additional evaluation indicators need to be established to determine the optimal exercise regimen. Despite this, the proposal of nature-based physical activity still provides direction for patients, clinicians, health departments, and urban construction departments. Nature-based physical activity not only is beneficial to humans but also has great significance for the harmonious coexistence of man and nature, as well as the restoration and protection of the natural environment.
5 Conclusion
In this review, we have explored the possible mechanisms and influencing factors of the activation of the gut-brain pathway leading to psychological changes in IBD patients, and we have summarized the bidirectional regulatory role of the BGMA. Additionally, focusing on the relationship between psychological changes before and after the onset of IBD and the development of the disease, we have proposed the concept of “psychosomatic treatment”. For readers who are interested in psychological stress and the development of diseases, we advocate interdisciplinary interaction, especially the intersection of psychological stress, neuroendocrinology, neuroimmunology, and traditional pathophysiology. We have also analyzed current laboratory and clinical data on this topic, as well as potential treatment strategies and disease progression management strategies that may be useful for these patients. In summary, the mechanisms by which disruption of the gut-brain pathway leads to psychological disorders in IBD patients are diverse, with the gut microbiota, nerves, inflammation, and immune microenvironment all playing important roles. Although there are many animal models supporting the above research findings, studies in human patients are still relatively limited; therefore, more clinical research is needed to verify the applicability of these findings to humans. We need to better understand the interactions between the brain and the gut, including the intersection of neural, immune, and metabolic pathways, which will help us better identify potential therapeutic targets. In addition, in terms of clinical application, we need to develop more targeted treatment strategies to meet the individualized needs of patients with IBD and psychological disorders and achieve the goal of “psychosomatic treatment”.
Author contributions
SW: Writing – original draft. SZ: Writing – original draft. ZH: Writing – original draft, Writing – review & editing. BY: Writing – original draft. YX: Writing – original draft. YuL: Writing – original draft. YC: Writing – original draft. ZJ: Writing – original draft. YaL: Writing – original draft. QC: Writing – original draft. YX: Writing – original draft. QZ: Writing – review & editing. YW: Writing – review & editing.
Funding
The author(s) declare financial support was received for theresearch, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China (NSFC, No. 82271978) and National Natural Science Foundation of China project (No. 81904176).
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
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Keywords: inflammatory bowel disease, psychological disorders, comorbidities of mind and body, brain-gut-microbiota axis, treatment strategy
Citation: Wang S, Zhou S, Han Z, Yu B, Xu Y, Lin Y, Chen Y, Jin Z, Li Y, Cao Q, Xu Y, Zhang Q and Wang Y-C (2024) From gut to brain: understanding the role of microbiota in inflammatory bowel disease. Front. Immunol. 15:1384270. doi: 10.3389/fimmu.2024.1384270
Received: 09 February 2024; Accepted: 12 March 2024;
Published: 21 March 2024.
Edited by:
Marjorie Pion, Instituto de Investigación Sanitaria Gregorio Marañón, SpainCopyright © 2024 Wang, Zhou, Han, Yu, Xu, Lin, Chen, Jin, Li, Cao, Xu, Zhang and Wang. 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: Zhongyu Han, hzyczy1997@163.com; Qiang Zhang, 310682@hnucm.edu.cn; Yuan-Cheng Wang, yuancheng_wang@seu.edu.cn
†These authors have contributed equally to this work