The Immune System Can Hear Noise
- 1Department of Otolaryngology & Head and Neck Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- 2Ear Institute, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- 3Shanghai Key Laboratory of Translational Medicine on Ear and Nose Diseases, Shanghai Jiao Tong University School of Medicine, Shanghai, China
As a stressor widely existing in daily life, noise can cause great alterations to the immune system and result in many physical and mental disorders, including noise-induced deafness, sleep disorders, cardiovascular diseases, endocrine diseases and other problems. The immune system plays a major role in maintaining homeostasis by recognizing and removing harmful substances in the body. Many studies have shown that noise may play vital roles in the occurrence and development of some immune diseases. In humans, both innate immunity and specific immunity can be influenced by noise, and different exposure durations and intensities of noise may exert various effects on the immune system. Short-term or low-intensity noise can enhance immune function, while long-term or high-intensity noise suppresses it. Noise can lead to the occurrence of noise-induced hearing loss (NIHL) through the production of autoantibodies such as anti-Hsp70 and anti-Hsp60 and exert adverse effects related to other immune-related diseases such as some autoimmune diseases and non-Hodgkin lymphoma. The neuroendocrine system, mainly including the hypothalamic-pituitary-adrenal (HPA) axis and the sympathetic-adrenal-medullary (SAM) system, is involved in the mechanisms of immune-related diseases induced by noise and gut microbiota dysfunction. In addition, noise exposure during pregnancy may be harmful to the immune system of the fetus. On the other hand, some studies have shown that music can improve immune function and alleviate the adverse effects caused by noise.
Noise is an important environmental factor that affects human health. In general, any sound that causes irritability, stress, or disturbance on our normal life can be classified as noise. According to the WHO, by 2011, noise pollution had already become the most important environmental threat to public health after air pollution (1, 2).
Recently, an increasing number of studies on noise have been carried out, and the harmfulness of noise to the human body has gradually become recognized. With regard to hearing impairment, noise above 85 dB can cause permanent damage to the hair cells in the cochlea and eventually result in hearing loss, according to the National Institute on Deafness and Other Communication Disorders (NIDCD). In addition to affecting the auditory system, increasing evidence in recent years has confirmed that noise may cause various diseases, such as obesity, coronary atherosclerotic heart disease, hypertension, diabetes, sleep disorders, and mental illness (1, 3). Data from the WHO have shown that noise above 55 dB at night is hazardous to public health (2). Although the direct relationship between noise and the immune system is unclear, a few studies have recently shown that noise can cause some changes in the immune system (4), including proliferation of immune cells, secretion of cytokines, production of antibodies, and immunotoxicity, by regulating the HPA axis and other neuroendocrine regulatory axes (5, 6). Here, we review the progress regarding the impact of noise on the immune system from the following perspectives: the relationship between noise and the immune system, the correlations between noise and immune diseases, the mechanisms by which noise causes immune system disorders, the intergenerational influence of noise and the beneficial effects of music on the human body.
Correlation Between Noise and the Immune System
The immune system is composed of multiple immune organs, immune cells and immunoactive substances. It can recognize and eliminate foreign pathogens, senescent cells and tumor cells in the body. Moreover, it can also maintain immune homeostasis through mediation of immunologic tolerance and immunomodulation. Many studies have shown that noise can affect innate and specific immune functions (3) and noise of different durations and intensities can elicit different immune responses (5, 7, 8). Sixteen studies (11 animal studies and five human studies, see Table 1) designed and analyzed a series of immunological alterations such as immunoglobulins, cytokines, and immune cells affected by noise exposure. Below, we summarize results of these studies according to the level of decibels.
Table 1 The immunological and hormonal adjustment after different decibels and durations of noise exposure.
The quantities and activity of T-lymphocytes and immunoactive substances such as IgM are enhanced in mice after short-term noise exposure (7), which indicates that short-term noise exposure may cause temporary activation of immune function. This phenomenon is likely a compensatory mechanism, and the opposite effects of noise to the immune system increases as noise exposure is extended. Many researchers have found that the levels of immunoactive substances in the blood circulation, such as IgG and IgM (7), and of sIgA (9, 22) in the local mucosa are decreased after prolonged noise exposure. The quantities and activity of immune cells such as T-lymphocytes (8), phagocytes (23), NK cells (16), and NKT cells (5) are reduced. In addition, the weights of immune organs/tissues such as the thymus (24), bone marrow (18), and spleen (14) are significantly reduced, and even the genetic material of cells (18) in bone marrow exhibits obvious adverse changes (4). The above results indicate that long-term noise exposure can suppress immune function by downregulating various immune components. This is probably because noise not only induces the occurrence of certain immune diseases but also is correlated with several cancers. Recently, a few clinical studies have shown that the risks of breast cancer (25) and colorectal cancer (26) are increased in humans after exposure to long-term traffic noise. It is widely recognized that circadian disruption and stress caused by nocturnal noise are associated with breast cancer risk (27). However, there are only few studies related to noise and breast cancer, investigation of the correlation is still at an early phase (27). Therefore, new well-designed studies on this issue, including specific impact and potential mechanism, should be considered.
Noise and Immune Diseases
Noise-Induced Hearing Loss (NIHL)
Noise-induced hearing loss (NIHL), a major occupational hazard, is the most common sensorineural dysaudia after presbycusis. Once the intensity, frequency or duration exceeds a certain threshold, noise damages mainly hair cells in the cochlea, thereby inducing reversible or irreversible hearing loss. Recently, Wang et al. reported that the inflammatory response in auditory organ was involved in NIHL pathogenesis. Multiple inflammatory pathways were confirmed to have significant adjustment including the TNF signaling pathway, IL-17 signaling pathway, NF-κB signaling pathway, rheumatoid arthritis, and p53 signaling pathway (28). However, NIHL is not only induced through cochlear injury but also closely related to the production of some autoantibodies (29).
Heat shock proteins (Hsps) are a class of highly conserved proteins commonly expressed in organisms. In general, their expression levels in cells are low. Under conditions of high temperature and harmful stress, the synthesis rates of Hsps are increased rapidly to improve the organism’s ability to deal with stress. Hsps not only play roles as molecular chaperones but also play important roles in immune protection by stimulating humoral and cellular immunity (21).
Yang et al. reported that the levels of anti-Hsp antibodies in human plasma could be elevated by noise (21). After investigating the correlation of anti-Hsp60 or anti-Hsp70 with hearing loss in 399 workers exposed to noise between 75 and 115 dB, they found that the positivity rate of anti-Hsp70 was significantly higher in the plasma of workers with slight and moderate high-frequency (4-8 kHz) NIHL than in that of normal workers. Moreover, the positivity rate of anti-Hsp60 in workers with moderate low-frequency (0.5–2 kHz) NIHL was also significantly higher than that in normal workers (21). These results indicate that an elevated level of anti-Hsp70 in plasma is associated with a higher risk of high-frequency NIHL, whereas an elevated level of anti-Hsp60 in plasma is associated with a higher risk of low-frequency NIHL (21). These results suggest that anti-Hsp70 or anti-Hsp60 may play a role in the pathogenesis of NIHL and that different autoantibodies may cause hearing loss at different frequencies.
Autoimmune diseases are diseases caused by immune reactions against autoantigens in the human body, and the etiologies may be related to genetics, infections, hormones and other factors. Such diseases can lead to damage to multiple organs and systems mainly through the production of certain autoantibodies, and they include rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), and multiple sclerosis (SS). In recent years, a few studies have demonstrated that noise may be a risk factor for several autoimmune diseases (12, 17, 20). In rats, 90–95 dB noise exposure for 7 days (1 h/day) is associated with increased severity of collagen-induced arthritis (12, 13), which suggests that noise is correlated with some autoimmune diseases.
Noise may be correlated with the onset of RA. Dzhambov et al. screened 4,192 participants exposed to occupational noise from 2011 to 2012 and analyzed the association of their exposure time with the prevalence of RA. They found that the prevalence of RA was higher among workers exposed to occupational noise for over 15 years compared to participants who were never exposed, and the fully adjusted model yielded an OR of 2.84 after exclusion of other risk factors such as air pollution (20). This result indicates that long-term occupational noise exposure might be a modifiable risk factor for RA. However, other scholars have argued that although an increased risk of RA might be related to the distance between an individual’s residence and the highway, noise is not a risk factor for RA (13) (OR≈1). We consider that other factors, such as noise sensitivity, heredity or sleep disorders, may be important factors leading to bias. Whether noise is related to the onset or progression of autoimmune diseases such as rheumatoid arthritis still needs further research.
Recently, some scholars have suggested that noise-induced sleep disorders increased the risk of autoimmune diseases, including RA, SLE and SS (3). The mechanism may be related to suppression of the activity of regulatory cells (Tregs) and production of several cytokines (30). Tregs are T cells that regulate autoimmunity, and sleep disorders can cause the occurrence of autoimmune diseases by decreasing the activity of Tregs. In addition, sleep disorders also increase the levels of cytokines such as IL-1, IL-1β, IL-6, IL-17, and TNF-α. Increases in IL-17 are associated with a variety of immune diseases, including RA, SLE and inflammatory bowel disease (IBD), through promotion of the production of certain autoantibodies (30).
In addition, noise may also indirectly cause autoimmune diseases by increasing smoking behavior. Some researchers have found that industrial noise exposure can result in increases in smoking behavior and the number of cigarettes smoked among workers (31, 32). Cigarette smoke contains hundreds of potentially toxic components, including tars, nicotine, carbon monoxide and polycyclic aromatic hydrocarbons. These substances contain high concentrations of free radicals, which can induce changes in genetic material and activation of related gene expression, thereby promoting the expression of various autoantibodies, such as rheumatoid factor, anti-cyclic citrullinated peptide antibody, and anti-dsDNA antibody (33). In addition, they can increase the expression of Fas/CD95 on B and CD4+ T lymphocyte cell surfaces and the sensitivity of those lymphocytes to apoptosis signals, further increasing the production of apoptotic material and the burden of material to be cleared. The events mentioned above eventually promote the development of various autoimmune diseases (33, 34). To date, five autoimmune diseases have been proposed to be related to smoking: RA, SLE, Graves’ disease, SS and primary biliary cirrhosis (33).
Mechanisms by Which Noise Causes Immune System Disorders
Since noise may have positive or negative effects on multiple components of the immune system, how does noise exert its effects? To date, few studies on the relationship between noise and the immune system have been reported. Because the immune system is closely correlated with the endocrine system, circulatory system, respiratory system and other systems, it is possible that noise may affect the immune system via an indirect route (3, 8).
HPA Axis and SAM System
Many studies have already shown that the neuroendocrine pathway is closely related to the mechanism by which noise affects the immune system (3, 35). Some neurotransmitters and endocrine hormones, such as ACTH, prolactin (PRL), somatropin (GH), thyroid-stimulating hormone (TSH), opioid peptides and dopamine, have been confirmed to be correlated with the regulation of immune function (6). As a stressor, noise can induce oxidative stress in the body and regulate the nervous system, circulatory system and endocrine system. It is known that some antioxidants, such as lipoic acid (36, 37) and Scoparia dulcis (38) can reduce changes in humoral and cellular immunity caused by noise. Therefore, we speculate that the influence of noise on the immune system may be correlated with neuroendocrine regulation and oxidative stress, although its specific mechanism remains to be explored. It is widely recognized that noise exposure can indirectly regulate the immune system by activating the HPA axis and SAM system (Figure 1) (8). A cross-sectional study revealed that noise exposure would affect cortisol levels in humans which increased by 0.032 µg/dl as the noise sensitivity level increased by one step (5). In addition, there were similar phenomena such as increased levels of plasma glucocorticoids and other endocrine hormones (noradrenalin, adrenalin, and angiotensin II) in mice exposed by noise as well as regulation of immunological substances (5, 7, 10). Therefore, neuroendocrine mechanisms such as the HPA axis may be involved in the noise-triggered adjustment of the immune system (3).
Figure 1 Possible mechanisms of the immunological effects of noise. We speculate that the influence of noise on the immune system may be correlated with neuroendocrine regulation such as the hypothalamic-pituitary-adrenal (HPA) axis and sympathetic-adrenal-medullary (SAM) system (3, 8), as well as oxidative stress (10) and sleep disorder (3, 27) which partly reveal the direct connections between noise and immunity. Changes in several inflammatory factors and immune cells (7, 17) have also been found.
Recently, some scholars have proposed possible mechanisms of immune system activation induced by short-term noise. Short-term noise exposure increases the levels of norepinephrine, epinephrine, angiotensin II, and cortisol in the peripheral blood (5), and the accumulation of these hormones induces activation of endothelial NADPH oxidase, which can cause oxidative stress in the vascular system (10). The formation of endothelial superoxide may lead to uncoupling of nitric oxide synthase (eNOS) and reduce the production of NO by promoting oxidation of the eNOS essential cofactor BH4 to the BH3 radical and S-glutathionylation. Meanwhile, the levels of IL-6 and ET-1 in the vascular endothelium are also increased (10). These changes may promote the infiltration and aggregation of monocytes, NK cells and neutrophils in the vessels (5, 10). Eventually, the number and activity of various immune cells in the vessels increase, resulting in increased immune activity in a short time. In addition, researchers have found that the level of the NADPH oxidase subunit NOX-2 in the vascular endothelium is increased and have speculated that this increase may be secondary to inflammatory cell infiltration (10).
Some scholars believe that long-term noise may regulate the function of the immune system by chronically activating the HPA axis and the SAM system (6). Various immune cells, such as macrophages and T-lymphocytes, express glucocorticoid receptors (GRs). Long-term noise may result in chronic activation of the HPA axis, which can upregulate the levels of glucocorticoids (GCs). Binding of GRs with GCs in the cytoplasm of immune cells can prevent NF-κB from shifting to the nucleus, and GCs can then inhibit the expression of cytokine genes by activating NF-κB inhibitors, binding to NF-κB directly, or competing against GRs or NF-kB for binding to proteins such as CBP (cAMP response element binding protein) and SRC-1 (steroid receptor coactivator-1) (6). Eventually, the secretion of cytokines in lymphocytes is reduced, and immune function is suppressed. Moreover, chronic activation of the SAM system can lead to increases in catecholamine levels in the body. After binding to adrenaline receptors on the surfaces of immune cells such as lymphocytes and macrophages, catecholamine can induce the transcription of many cytokines by activating the cAMP-PKA signaling pathway in those cells (6), which eventually results in immune dysfunction. In addition to glucocorticoids and catecholamines, the neuropeptide substance-P can also suppress immune inflammation by inhibiting the secretion of IL-16 and other cytokines in eosinophils (6). These observations indicate that the neuroendocrine pathway may be associated with the effect of noise on the immune system.
There are a variety of bacteria in the human intestine that may affect digestive function, resist infection and change body weight, and they are even closely related to the risks of certain autoimmune diseases. Normally, the predominant microflora and the subdominant microflora maintain a steady state, thereby maintaining normal gut function. Many factors, such as environmental stressors, infection and genetic factors, can cause intestinal flora imbalance, which may lead to many diseases, including inflammation, obesity, autoimmune diseases, and even cancers (39).
Studies in rats have shown that chronic noise can change the intestinal inflammatory response and then lead to intestinal flora imbalance, such as conditions of increased Proteobacteria and Roseburia abundance or decreased Actinobacteria abundance (17). Proteobacteria include Enterobacteriaceae spp., Salmonella spp., Vibrio cholerae, Helicobacter pylori and other opportunistic pathogens. Upregulation of Proteobacteria may lead to increases in bacterial toxins in the intestine and ultimately cause intestinal inflammation, while Roseburia is associated with weight loss and impaired glucose tolerance (17). In addition, immunoglobulin (Ig)A, interleukin (IL)-1β, and tumor necrosis factor (TNF)-α levels are significantly increased in the ilea of noise-exposed rats, and the levels remain elevated for at least 3–7 days after cessation of noise exposure (17). Among these proteins, IgA not only participates in the intestinal innate immune response but also regulates the composition and function of the gut microbiota. An increase in IgA indicates a change in intestinal immunologic surveillance function and increases in inflammatory molecules, which may induce inflammatory bowel disease (IBD). Additionally, it has been confirmed that TNF-α can cause increases in triglyceride (TG) levels and very-low-density lipoprotein (VLDL) levels in rats and humans and inhibit the function of glucose transport stimulated by insulin, which eventually leads to insulin resistance (17). Previous studies have demonstrated that the intestinal microbiota changes significantly in patients with type II diabetes, exhibiting changes such as increased opportunistic pathogen abundance (17, 40). Therefore, these results suggest that chronic noise exposure may trigger the occurrence of metabolic diseases such as diabetes by inducing changes in the intestinal microbiota, which may be another mechanism in addition to the mechanism involving increases in glucocorticoid levels.
Intergenerational Impact of Noise
The function of the human immune system may be changed by noise exposure; in addition, the harmfulness of noise may be hereditary and noise may have intergenerational effects on humoral immunity (35).
The serum IgG levels and thymus weights were lower in pregnant female mice randomly exposed to fire alarm noise of 85–90 dB for 1 h/day (30 sounds in total) every day during the 15–21 days of pregnancy than in controls (41). Moreover, after injection of herpes simplex virus-1 (HSV-1) antigen into the offspring of mice, the levels of specific antibodies in the serum were significantly lower than those in controls, and the Arthus reaction (AR) of the skin to old tuberculin was also significantly reduced after HSV-1 antigen injection (41). In addition, the splenic lymphocyte proliferation response of the mice was significantly enhanced by stimulation with pokeweed mitogen (PWM) and phytohemagglutinin (PHA), while it was inhibited by stimulation with concanavalin A (Con A) (41). These results indicate that exposure of mice to noise during pregnancy may affect the humoral and cellular immune functions of their offspring, which may be related to the development of the immune system or the hypothalamic-pituitary axis of the offspring mice. The specific mechanism needs to be confirmed by exhaustive research in the future.
Music and Immune System
Every coin has two sides, and the good side of the sound coin is music (Figure 2). Music can activate the cerebral cortical area and produce a sense of pleasure, so music therapy can reduce and even eliminate psychological barriers through its unique physiological and psychological effects, thereby treating conditions such as cardiovascular diseases, dementia, epilepsy, and cancer pain and aiding in stroke rehabilitation (42, 43). Additionally, music can regulate the function of the immune system by reducing the hyperactivity of the HPA axis induced by stressors and eventually attenuate the suppression or enhancement of the immune system by noise (42).
Figure 2 Changes in the immune system after exposure to noise or music. Most components, including the internal ear (21), exocrine secretions (9), thymus (24), lymph nodes (14), spleen (14), digestive tract (17), marrow (18), immunoglobulins (7, 8, 16) and immune cells (5, 7, 10, 11), are shown.
Studies have shown that music can regulate immune function in healthy humans by enhancing the activity of NK cells, increasing the number of T-lymphocytes and promoting the production of IFN-γ and IL-6 (44). Furthermore, music can have an obvious reversing effect on the immunosuppressive effects caused by noise, including decreases in thymus and spleen weight and the number or activity of lymphocytes and NK cells. Music can also slightly improve these immune parameters in unstressed mice (42). Music can adjust immune function and alleviate the adverse effects of stressors on the immune system, which may be related to decreases in the levels of cortisol in the blood (44, 45). In particular, some evidence has indicated that music may even reduce distant metastasis of tumor cells in mice and postpone cancer progression (42).
In addition, music therapy may promote immune tolerance after organ transplantation, resulting in prolonged allograft survival. The numbers of CD4+CD25+Foxp3+ regulatory cells in the spleens of CBA mice were increased when the mice were exposed to classical music after allogeneic heart transplantation. At the same time, the levels of proinflammatory cytokines such as IL-2 and IFN-γ were suppressed, while those of anti-inflammatory cytokines such as IL-4 and IL-10 were increased, thereby promoting prolonged survival of the fully allogeneic cardiac allografts in CBA mice (46, 47). The results of these studies suggest that music therapy may have great significance for improving quality of life in clinical organ transplant patients.
Prevention and Treatment
For the aforementioned changes in the immune system induced by noise, the prevention and treatment of noise are particularly emphasized. Maeda et al. reported that 31.0% (26/84) of genes in inflammatory and immune pathways were up- or downregulated in the cochleae with NIHL at 12 h post-noise exposure, including Ccl12, Ccl2, Ccl4, Ccl7, Cxcl1, Cxcl10, and Ptgs2 (upregulated genes), and Ccr7, Cxcr2, Kng1, Ltb, and Tnfsf14 (downregulated genes) (48). Moreover, systemic dexamethasone can improve the above changes partially, which may provide a basis for medicine treatment of NIHL (48, 49). Considering the extra-cochlear damage of immune substances caused by noise, antioxidants are known to be one of the effective therapeutic drugs currently. Srikumar et al. showed the supplementation with Triphala restores the changes in the antioxidant and cell-mediated immune response in rats exposed to noise, which may be due to its antioxidant properties (37). In addition, another study indicated that S. dulcis (SD) can prevent and even normalize the changes in cell-mediated and humoral immunity induced by noise stress in the Wistar rats, including the increase in corticosterone, soluble immune complex and IL-4 levels and the decrease in cytokines such us IL-2, TNF-α, IFN-γ (38). The result indicated the role of antioxidant, anti-stressor and immune stimulant activity of SD. Furthermore, other antioxidants also show similar therapeutic effects against noise such as vitamins A or E (tocopherols) and α lipoic acid (36).
However, the prevention strategies of noise are more significant and effective compared with the treatments after noise exposure. People must have a basic understanding of what risks caused by noise are involved above all, and wearing hearing protection (earplugs or earmuffs) and avoiding sources of hazardous noise such as the limitation of access to excessively noisy situations or purchasing volume-limiting headphones would be effective strategies (50). Additionally, soundproof wall is one of the measures for residents living around highways. For workers in noisy workplaces, the preventive measures against noise include periodic noise exposure monitoring in workplaces, engineering and administrative controls, personal hearing protection and routine audiometric examinations or health education before permanent damage to the inner ear (51).
Noise can suppress or enhance immune function by changing the levels of innate immunity and specific immunity, and the changes in the immune system vary with the exposure duration and intensity of noise and with individual sensitivity. Overall, we can speculate that short-term or low-intensity noise may improve innate and specific immunity, while long-term or high-intensity noise suppresses the corresponding immune function. Noise-induced hearing loss (NIHL) is associated with the production of certain autoantibodies, and long-term occupational noise exposure may be a risk factor for rheumatoid arthritis. However, the direct correlations between noise and immune diseases remain to be confirmed due to the fact that few relevant studies have been performed.
In addition, the currently known mechanisms by which noise affects the immune system are related mainly to neuroendocrine pathways, such as the HPA axis and SAM system, which directly affect immune function. However, the molecular pathways underlying the mechanisms of the effects of noise on the immune system are still poorly understood. Whether and how noise can directly affect immune function is still worth investigating.
The literature searches were conducted in PubMed, Google Scholar and Web of science with the terms, “noise and immune”, “noise and immunity”, “noise and inflammation”, “noise and innate immunity”, “noise and adaptive immunity”, “noise and NK cell”, “noise and T cell”, “noise and B cell”, “noise and sIgA”, “noise and cytokines”, “noise and immunoglobulins”, “noise and IL”, “noise and autoimmunity”, “noise and cellular immunity”, “noise and humoral immunity”, “noise and thymus”, “noise and marrow”, “noise and spleen”, “noise and lymph nodes”, “noise and rheumatism”, “noise and diseases”, studies associated with music and protection were also collected and analyzed. Duplicated studies were excluded by examining the author list, abstract and results. The final review included 57 related literature.
MX: substantial contributions to the design of the work. AZ, BY, TZ, DG, QW, YS, and HH participated in the conception and design of the study, collected the literature, prepared the tables, and wrote the manuscript. The authors agree to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. MX: approval of the final version of this article. All authors contributed to the article and approved the submitted version.
This work was supported by the National Natural Science Foundation of China (Grant No. 91949119 and 81670926) and Shanghai Sailing Program (Grant No.20YF1426400 and 19YF1430300).
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.
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Keywords: noise, immune function, immune diseases, noise-induced hearing loss, music
Citation: Zhang A, Zou T, Guo D, Wang Q, Shen Y, Hu H, Ye B and Xiang M (2021) The Immune System Can Hear Noise. Front. Immunol. 11:619189. doi: 10.3389/fimmu.2020.619189
Received: 20 October 2020; Accepted: 31 December 2020;
Published: 18 February 2021.
Edited by:Fulvio D’Acquisto, University of Roehampton London, United Kingdom
Reviewed by:Muhammed Sedat Sakat, Atatürk University, Turkey
Swapna Mahurkar-Joshi, University of California, Los Angeles, United States
Copyright © 2021 Zhang, Zou, Guo, Wang, Shen, Hu, Ye and Xiang. 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.
†These authors have contributed equally to this work