Chronic inflammation: key player and biomarker-set to predict and prevent cancer development and progression based on individualized patient profiles

A strong relationship exists between tumor and inflammation, which is the hot point in cancer research. Inflammation can promote the occurrence and development of cancer by promoting blood vessel growth, cancer cell proliferation, and tumor invasiveness, negatively regulating immune response, and changing the efficacy of certain anti-tumor drugs. It has been demonstrated that there are a large number of inflammatory factors and inflammatory cells in the tumor microenvironment, and tumor-promoting immunity and anti-tumor immunity exist simultaneously in the tumor microenvironment. The typical relationship between chronic inflammation and tumor has been presented by the relationships between Helicobacter pylori, chronic gastritis, and gastric cancer; between smoking, development of chronic pneumonia, and lung cancer; and between hepatitis virus (mainly hepatitis virus B and C), development of chronic hepatitis, and liver cancer. The prevention of chronic inflammation is a factor that can prevent cancer, so it effectively inhibits or blocks the occurrence, development, and progression of the chronic inflammation process playing important roles in the prevention of cancer. Monitoring of the causes and inflammatory factors in chronic inflammation processes is a useful way to predict cancer and assess the efficiency of cancer prevention. Chronic inflammation-based biomarkers are useful tools to predict and prevent cancer.


Introduction
In medicine, cancer refers to a malignant tumor originating from epithelial tissue and is the most common type of malignant tumor. Cancer has biological characteristics such as abnormal cell differentiation and proliferation, loss of growth control, invasiveness, and metastasis [1]. Cancer occurrence is a multifactor, multistep complex process [2], including carcinogenesis, cancer promotion, and evolution. Infection, occupational exposure, environmental pollution, unreasonable diet, and genetic factors are closely related to cancer. For example, in 2018, lung cancer remained the world's leading malignant tumor in morbidity and mortality, followed by colorectal cancer, gastric cancer, and liver cancer [3]. The mortality rate of these cancers is high, but it is well known that there is currently no effective method for accurate diagnosis and treatment of these cancers. Therefore, it can only be caught by prevention.
Inflammation is a defensive response to stimulation, characterized by redness, swelling, heat, pain, and dysfunction. In general, short-term inflammation is beneficial and an automatic defense response of the human body, but sometimes inflammation is also harmful; for example, it attacks the body's own tissue and there is inflammation in transparent tissue. The persistence of inflammation in the body might be transformed into chronic inflammation [4]. Chronic inflammation can cause diabetes, autoimmune diseases, neurodegenerative disease, and cancer [4][5][6][7]. Chronic inflammation leads to loss of tissue structure, excessive tissue remodeling, and modification of protein self-neutralizing DNA caused by oxidative stress, all of which increase the risk of cancer development [8,9]. Many studies have shown that chronic inflammation is associated with cancer [10][11][12]. The factors causing chronic inflammation are physical factors such as low temperature and radiation, chemical factors, and biological factors such as viruses, bacteria, and fungi [13].
The in-depth study of cancer reveals a strong relationship between cancer and inflammation [14]. For example, gastric cancer is associated with chronic gastritis, lung cancer is associated with chronic inflammation of the lungs, nasopharyngeal carcinoma is associated with Epstein-Barr virus, cervical cancer is associated with cervicitis, and liver cancer is associated with chronic hepatitis [15,16]. Many studies have shown that inflammatory cells can promote the occurrence and development of tumors [17,18], because inflammatory cells can promote cancer cell proliferation, angiogenesis, and tumor invasion, and change the efficacy of certain anti-cancer drugs [19,20]. An important reason for the high mortality rate of cancer is that it can metastasize in the body. Some studies have shown that inflammation can help cancer metastasize. Coffelt et al. found that γδ-T cells and neutrophils can promote lung and lymph node metastasis in breast cancer patients [21]. In addition, activated inflammatory cells, hyenas release reactive oxygen species, can promote tumor progression [11]. At the same time, cancer treatment can also trigger inflammatory reactions, and then cause trauma, necrosis, and tissue damage, that might stimulate tumor recurrence and resist treatment [11]. In the tumor microenvironment, tumor-promoting immunity and anti-tumor immunity exist simultaneously [22]. When the tumor promotes immunity, the tumor cells grow faster, and on the contrary, the tumor cells are cleared [23].
As you can see from the above, the relationship between cancer and inflammation is very close. Although the biological characteristics of cancer are distinctive, the mechanism of tumor occurrence and development is still unclear. It is not impossible to use inflammatory factors as markers for prediction, prevention, and early diagnosis of cancer in the future. After all, many inflammatory factors have been used as biomarkers for cancer prediction, recurrence, and prognosis; for example, interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), and Wnt-1 can predict the occurrence and recurrence of hepatocellular carcinoma [24], and chitinase 3-like 1 is a predictor of inflammatory tumors in lung cancer models [25] and several inflammation-based prognostic systems, including platelet counts, systemic inflammatory scores, and Glasgow outcome scores [26].

Chronic inflammation in different types of cancers
Chronic inflammation is involved in every cancer. Here, various factors causing chronic inflammation associated with lung cancer, gastric cancer (GC), and liver cancer are taken as examples to address chronic inflammation in cancer.

Smoke causing chronic inflammation associated with lung cancer
Lung cancer is the first most common type of cancer in men and women, and the first most common cause of cancerrelated death [3]. It is one of the most malignant tumors that threat the health and life of the population. Lung cancer can generally be divided into small cell lung cancer and nonsmall cell lung cancer. Among them, nonsmall cell lung cancer accounts for about 80% of them [27]. Chronic obstructive pulmonary disease (COPD) is a chronic bronchitis and/or emphysema characterized by airflow obstruction that can further develop into a common chronic disease of pulmonary heart disease and respiratory failure. It is associated with abnormal inflammatory reactions of harmful gases and harmful particles and has high morbidity and mortality. More and more studies have found that the COPD that is a chronic inflammatory pulmonary disease is an important risk factor of lung cancer [16,[28][29][30][31][32]. COPD-induced hypoxia in the lungs activates hypoxic transcription factors that inhibit apoptosis, which might trigger lung cancer [33]. In patients with COPD, chronic inflammation leads to a decrease in the ability of the lungs to clear, and toxic substances are in contact with respiratory epithelial cells, making patients more likely to acquire lung cancer [34]. In addition, lung damage caused by chronic inflammation of COPD increases endogenous DNA damage, thereby increasing the risk of carcinogenesis [35].
Cigarette smoke is made up of more than 7000 different compounds, most of which have adverse effects on respiratory cells [36]. Cigarette smoke contains oxidants and toxic molecules [37]. Smoking plays an important role in lung cancer and COPD [38,39]. Numerous studies have shown that the longer smoking time and the greater amount of smoking can cause the greater probability of developing lung cancer and the higher mortality rate of lung cancer [40][41][42].
Smoking can cause inflammation and oxidative stress in the lungs, which can trigger COPD and lung cancer [43]. Toxic gas molecules in cigarettes, such as reactive oxygen species and reactive nitrogen species, enter the lungs through the upper respiratory tract, causing oxidative stress in the lung, and sustained oxidative stress is a major cause of inflammation and COPD [44]. The reactive oxygen species can also directly lead to the damage of DNA and the degradation of tumor suppressors, and then might lead to carcinogenesis [45,46]. Zuo et al. believed that oxidative stress caused by the cigarette smoke oxidant could activate nuclear transcription factor κB (NF-κB) and mitogen-activated protein kinase (MAPK), thereby promoting the release of chemokine and cytokines and then triggering an inflammatory response [47]. In addition, when cigarette smoke enters the lungs through the respiratory tract, the body's first immune defense, innate immunity, is opened, resulting in reduced mucosal cilia clearance and excessive mucus secretion and infiltration of the airway wall by natural killer lymphocytes and macrophages [48]. Cigarette smoke can also be used as a foreign antigen to stimulate the body's adaptive immune response, thereby activating some immune cells and triggering the release of inflammatory factors. Arnso et al. and Churg et al. believed that cigarette smoke promoted the release of TNF-α, IL-1, IL-6, and IL-8 [49,50]. Since IL-6 and TNF-α can predict the occurrence and recurrence of hepatocellular carcinoma [24], TNF-α, IL-1, IL-6, and IL-8 might be used as biomarkers for prevention and prediction of lung cancer.
Except for smoking associated with lung cancer, the risk factors that lead to lung cancer include air pollution, genetic risk factors, occupational exposures, diet, and alcohol [47]. Lung cancer is a malignant tumor with high incidence and high mortality. Therefore, lung cancer can only be prevented from the source in advance, such as not smoking, not smoking second-hand smoke, maintaining good eating habits, and so on.

Helicobacter pylori causing chronic inflammation associated with GC
In 2018, the mortality rate of GC was 8.2%, and GC is the third most lethal cancer among 36 cancers [3]. Although the mortality rate of GC is so high, specific early diagnosis symptoms have not been found [51][52][53]. GC is a malignant tumor originating from the gastric mucosal epithelium. According to Lauren's classification, the GC can be divided into intestinal type GC and diffuse type GC [54]. Glandular cavity formation is common in intestinal type GC, and the adjacent mucosa is often accompanied by extensive atrophic gastritis and intestinal metaplasia. Intestinal GC is often thought to be secondary to chronic atrophic gastritis.
Helicobacter pylori (H. pylori) is a spiral, microanaerobic, gram-negative bacterium that is very demanding on growth conditions. In 1983, it was successfully isolated from gastric mucosal biopsies from patients with chronic active gastritis [55]. It is the only microbial species known to survive in the human stomach. H. pylori is generally acquired at a young age and generally lasts for a lifetime [56]. H. pylori causes acute and chronic gastritis, leading to progressive damage to the gastric mucosa. Therefore, it is associated with many important upper gastrointestinal diseases, including esophageal cancer, chronic gastritis, chronic ulcers, distal gastric adenocarcinoma, and gastric lymphoma [57][58][59]. Fortunately, only about 5% of infected people can acquire GC [60]. It is generally believed that the clinical process of H. pylori infection is such that H. pylori colonizes the gastric mucosa and settles infection, causing chronic, superficial gastritis after several weeks or months and develops into GC after several years or decades. It refers to intestinal ulcer, gastric ulcer, lymphoproliferative gastric lymphoma, chronic atrophic gastritis, etc., while the latter is the most dangerous factor leading to GC. Experts believe that H. pylori infection increases the risk of GC development by about 2 times [61]. H. pylori can cause GC in two ways. One of them is that virulence factors of H. pylori directly cause epithelial cell damage, leading to epithelial cell apoptosis and proliferation and the production of inflammatory factors; the other is that H. pylori can pass through gastric mucosal cells, triggering innate immunity and specific immunity, and the body secretes a variety of inflammatory factors [62,63].
Except for host and environmental influence, H. pylori affects mucosal and systemic immune responses through bacterial virulence factors that affect cytokine secretion and recruitment of different inflammatory cells [64,65]. So far, in H. pylori, the best identified bacterial virulence factors that are associated with inflammation and carcinogenesis are the vacuolating cytotoxin (VacA) and the cag type-IV secretion system (T4SS), and its translocated effecter protein, cytotoxin-associated gene A (CagA) [66]. The cytotoxin-associated gene pathogenicity island (Cag-PAI) can promote pathogenic virulence factors such as CagA into gastric epithelial cells through the T4SS [67]. After entering the gastric epithelial cells, the CagA undergoes tyrosine phosphorylation and then binds to tyrosine phosphatase SHP-2 which is Src homology-domain-containing protein tyrosine phosphatase [64]. Sustained activation of SHP-2 by CagA induces apoptosis of gastric epithelial cells and, therefore, might cause atrophic gastritis associated with H. pylori [68,69]. Atrophic gastritis is a well-recognized precancerous lesion, and it might develop into GC [70,71]. In addition, activated SHP-2 is able to induce MAPK signaling through Ras/Raf-dependent and Ras/Raf-independent mechanisms [72], and the MAPK cascade is a highly conserved module that is involved in various biological processes, including inflammation, proliferation, differentiation, and anti-apoptosis. The Cag-PAI also can directly activate nucleotide-binding oligomerization domain through the T4SS, and then activate NF-κB [72], causing DNA damage, ultimately leading to chemotatic and proinflammatory effects. The chemokines and inflammatory factors produced by chemotatic and proinflammatory effects might promote the development of chronic gastritis, which in turn triggers GC. Therefore, target drugs might be designed according to the epithelial cell signaling in H. pylori infection to prevent the formation of GC in patients with H. pylori infection, such as T4SS inhibitors, and Cag-PAI inhibitors.
The cell wall of H. pylori is a lipopolysaccharide (LPS), which is an endotoxin. When H. pylori enters the stomach, LPS is captured as an important antigen molecule by antigenpresenting cells and then causes a series of immune responses in the body, which in turn causes the body to secrete a variety of inflammatory factors. LPS can bind to the transmembrane recognition receptor toll-like receptor 4 (TLR4) and then activates the Toll-Like receptor signaling pathway. Pathogen recognition of TLRs causes rapid activation of innate immunity by inducing the production of proinflammatory cytokines and upregulation of costimulatory molecules. The TLR signaling pathway is divided into two groups: a myeloid differentiation factor 88 (MyD88)-dependent pathway, which leads to the production of proinflammatory cytokines that are rapidly activated by NF-κB and MAPK, and a MyD88independent pathway associated with the induction of interferon-beta (IFN-β) and IFN-inducible genes, as well as the maturation of dendritic cells that are slowly activated by NF-κB and MAPK. These persistent inflammatory factors can cause DNA damage and chronic gastritis, which might eventually lead to GC. Of course, it is obviously to simplify the process of chronic gastritis induced by H. pylori and then induces gastric cancer, and the specific induction process needs to be further studied.
H. pylori can evade the body's immune system for a long time, and this mechanism might cause cell damage and chronic inflammation [63]. Infection of the stomach by H. pylori can cause the body to produce reactive oxygen and nitrogen species, which causes DNA damage to trigger GC [73]. In addition, although the stomach environment is very acidic, H. pylori still has good colonization ability in the stomach [74]. In summary, H. pylori can colonize the stomach for a long time, and then cause chronic gastritis, which might eventually lead to the development of GC.

Hepatitis B and C virus causing chronic inflammation associated with liver cancer
Liver cancer can be divided into primary and secondary liver cancer. Primary liver malignant tumors originate from the epithelial or mesenchymal tissues of the liver. The former is called primary liver cancer and is a highly harmful malignant tumor. The latter is called sarcoma and is rare compared with primary liver cancer. In 2018, liver cancer remained the world's leading malignant tumor in morbidity and mortality [3]. Liver cancer is a malignant tumor with multiple carcinogenic factors which include alcohol, viral infections, congenital immune diseases, and genetic diseases [75,76]. Among these carcinogenic factors, the host immune system and viral infection with hepatitis B virus (HBV) and hepatitis C virus (HCV) are the most important risk factors [77,78]. It is common knowledge that persistent hepatitis can lead to liver cirrhosis and then liver cancer, which is called the liver cancer trilogy. Therefore, persistent hepatitis can be considered as the initial initiator. Chronic hepatitis is inseparable from HBV and HCV. This review will explain the relationship between HBV and HCV and chronic hepatitis and liver cancer.

HBV causing chronic inflammation associated with liver cancer
HBV is a hepadnavirus that belongs to the family of hepatic viruses, and was discovered in 1966 [79]. The complete HBV consists of the envelope that includes an envelope and a nucleocapsid whose core contains a double-stranded circular DNA [80]. The DNA is infectious. HBV adheres to the surface of hepatocytes through low-affinity receptors (such as heparan sulfate, proteoglycan, etc.) and then binds to the viral receptor through the pre-S1 region of the large envelope protein to mediate the endocytosis of the virus. The sodium ion-taurocholic acid transport peptide is an important receptor that mediates the entry of HBV into cells and establishes infection. The endocytic virus envelope and the membrane of the swallowed membrane release the capsid into the cytoplasm, and the capsid is transported. The viral genomic rcDNA to the interior of the nuclear pore complex is released into the nucleus. Within the nucleus, rcDNA may be converted to covalently closed circular DNA (cccDNA) by the DNA replication machinery of the cell. The cccDNA has high stability and can last for several months to several years in the nucleus, which is the root cause of viral rebound after antiviral treatment. Therefore, clearing cccDNA is a decisive significance for eradication of hepatitis B [81]. In 2016, approximately 260 million people were infected with HBV around the world [82].
HBV is transmitted through the blood, sexual intercourse, and vertical transmission [83]. For adults, once infected with HBV, the body with normal physiological function immediately responds and recovers, but it may develop chronic HBV infection in patients with liver dysfunction or impaired immune function [84]. Therefore, the chronic infection rate caused by HBV infection in infants and young children is as high as 90% [83]. During the infection, the body immediately started to protect itself from the systemic epidemic [85], although the immune response caused by HBV and its role in the mechanism of chronic hepatitis B is not clear [86]. Chronic hepatitis B can cause liver damage, leading to liver fibrosis, cirrhosis, and even liver cancer [87]. HBV-infected liver cytokine family binds to its corresponding receptor to activate the Janus kinase-signal transducer and activator of transcription (JAK-STAT) signaling pathway, causing DNA damage, thereby promoting hepatocyte proliferation, inhibiting hepatocyte apoptosis, and then triggering liver cancer [88]. He et al. also believed that NF-κB can promote the occurrence of liver cancer through HBV infection of liver cells and liver inflammation [88]. In addition, studies have shown that patients with chronic HBV infection have higher levels of lipopolysaccharide in the blood [84]. This might suggest that there may be activation of Toll-like receptor pathway in chronic HBV-infected individuals. The relationship between the TLR pathway and tumors has been briefly described in the gastric cancer section.

HCV causing chronic inflammation associated with liver cancer
HCV is a single-stranded positive-strand RNA virus, which is surrounded by a lipid-containing capsule in the nucleocapsid and has a condyle on the capsule. HCV is classified in the Flaviviridae family. HCV often infects the liver, causing chronic HCV infection, which then triggers hepatitis, cirrhosis, liver cancer, and more [89]. Most patients with chronic HCV infection develop chronic hepatitis C [90,91]. Li et al. believed that the mechanism by which HCV develops into chronic hepatitis C is that HCV RNA can activate NF-κB and cellular inflammatory factors (such as TNF, IL-6, etc.) through TLRs, and these cellular inflammatory factors interact with their receptors t o a c t i v a t e t h e J A K -S TAT, M A P K , a n d p h o sphatidylinositol 3-kinase-AKT (PI3K-AKT) signaling pathways [92]. These signaling pathways are closely related to the formation of tumors [93][94][95]. These cellular inflammatory factors can also provide a tumor microenvironment for the development and progression of liver cancer [96]. Moussa et al. found that the immunopositive rate of pSmad2/3 and Smad4, which are the cellular inflammatory factors, increased with the degree of chronic hepatitis C, liver fibrosis, and liver cancer by the study on patients with chronic hepatitis C, liver cancer patients, and normal controls [97]. The reason why HCV can cause chronic HVC infection is because the HCV can evade the body's monitoring of innate and adaptive immunity [98]. HCV can evade the body's immune surveillance through a variety of mechanisms, including changing the differentiation direction of CD4 cells, allowing them to differentiate into TH2 and TH17 cells, which destroy the function of natural killer cells [99].
In addition, studies have shown that HCV can also cause liver cancer by itself. They believe that HCV core protein is an important factor in HCV-induced liver disease [100]. This protein is closely related to cell apoptosis, growth, proliferation, etc. and is related to the regulation of signaling pathways such as the MAPK pathway and cyclooxygenase-2 [101]. Abnormalities of these signaling pathways are closely related to liver cancer [102]. The viral protein of HCV can cause oxidative stress in the liver, and oxidative stress can promote the occurrence of liver cancer [103].
Except for HBV and HCV, diet, alcohol, and genetic risk factors are also the predisposing factors for liver cancer [104]. The clinical symptoms of early onset of liver cancer are not obvious, so many patients diagnosed with liver cancer are from the middle and late stages of the rod. Therefore, prevention of liver cancer from the source is extremely important. For HBV and HCV, it is necessary to prevent its spread through the blood. Good habits and optimism are also important for other risk factors for liver cancer. In addition, both HBV-and HCV-induced liver cancer are associated with activation of signaling pathways, so target drugs can be designed to prevent the development of chronic hepatitis patients into liver cancer patients.

Proinflammatory factors and inflammatory factors in chronic inflammation process in cancer
Chronic inflammation is a very complex process. Except for initiating factors causing chronic inflammation, including physical factors such as low temperature and radiation, chemical factors such as different chemical carcinogens, and biological factors such as viruses, bacteria, and fungi, there are lots of proinflammatory factors and inflammatory factors that are secreted by leukocytes and mast cells involved in the chronic inflammation processes, including IL-6, IL-1, NF-κB, TNF-α, STAT3, tumor growth factor-beta (TGF-β), and so on. And these factors promote proliferation and differentiation of epithelial cells and endothelial cells [105], then might induce cancers. Lee et al. found TNF-like weak inducer induced inflammation with real-time polymerase chain reaction (RT-PCR), western blotting, and enzyme-linked immunosorbent assay (ELISA) [106]. Khodabandehlon et al. found the existence of human papillomavirus was related to tumor progress and the increase of inflammatory cytokines (IL-6, IL-17, IL-1, NF-κB, TNF-α, and TGF-β) with ELISA and RT-PCR [107]. Many proinflammatory factors and inflammatory factors are associated with chronic inflammation and cancer. Here, IL-1, IL-6, and IL-8 are taken for example for detailed discussions.

IL-1 associated with cancer
IL-1 is a cytokine of the chemokine family and is produced primarily by macrophages. So far, the IL-1 family has 11 members, but the most important ones are IL-1α and IL-1β. The most studied subtype of IL-1 is IL-1β [108].
IL-1β is mainly produced by tissue macrophages, skin dendritic cells, and blood mononuclear cells. The biological activity of the IL-1β precursor is biologically active after being subjected to enzymatic treatment and is mainly present in the microcirculation system [109]. Under normal physiological conditions, IL-1 has an anti-tumor effect, but when the body is in persistent chronic inflammation, IL-1 has a tumor-promoting effect, at which time IL-1β supports tumor development [110,111]. IL-1β activates vascular endothelial growth factor, which promotes blood vessel growth and provides nutrients for tumor growth [112,113]. At the same time, IL-1β can also induce chronic inflammation and activate blood endothelial cells, thereby promoting the metastasis and invasiveness of cancer cells [114]. IL-1β activates the NF-κB signaling pathway of myeloid cell lines (MDSCs), and NF-κB is an important link between inflammation and cancer. MDSCs can secrete IL-6 and TNF-α, which can promote tumor growth [115]. When IL-1 β binds to its corresponding receptors, it can activate MyD88 and IL-1 receptorassociated kinase-4 (IRAK4), which leads to the phosphorylation of IRAK2 and IRAK1 and then activates NF-κB. Activated NF-κB can enter the nucleus and promote the transcription of some inflammatory genes [116]. It leads to the increase of the level of inflammatory factors in the body, which may promote the occurrence of tumor.
IL-1 is involved in the angiogenesis and proliferation of cancer cells, which may promote the development of cancer [117,118]. IL-1 also can promote the expression of vascular cell adhesion factor-1, thereby promoting adhesion and metastasis of cancer cells [119]. Han et al. found that IL-1 is involved in the invasion of gastric cancer with a mice model [120]. In addition, several studies have shown that IL-1β is involved in the development of gastric cancer [121,122]. The study of IL-1α is few, but it is also involved in tumor progression and metastasis, which can activate NF-κB and promote tumor growth [123].
In conclusion, the proinflammatory cytokine IL-1 is closely related to the occurrence, development, metastasis, and invasion of tumors. Therefore, IL-1 may be used as a biomarker for tumor diagnosis and prognosis in the future.

IL-6 associated with cancer
IL-6 is a cytokine of the chemokine family. IL-6 is a protein of 184 amino acids with a molecular weight of 21-28 kDa, and it was found in 1968 [124]. IL-6 is mainly produced by macrophages, T lymphocytes, B lymphocytes, monocytes, and so on [125]. IL-6 is a multifunctional cytokine that promotes tumor cell proliferation, invasion, and metastasis; inhibits tumor cell apoptosis; and promotes blood vessel growth [126]. IL-6 mainly relies on the activation of multiple signaling pathways to participate in the development of tumors, such as the JAK2/ STAT3 signaling pathway, PI3K/AKT signaling pathway, RAS/MAPK signaling pathway, and so on [127]. Upon binding of IL-6 to the IL-6 receptor (IL-6R), GP130 is activated to form a dimer, which induces phosphorylation of JAK1 and JAK2 leading to phosphorylation of STAT1 and STAT3. Phosphorylated STAT3 can enter the nucleus and induce a variety of gene transcription, such as cFOX, IRF-1, Bcl2, etc., which are involved in cell growth, differentiation, inhibition of apoptosis, and promotion of vascular production and cell adhesion [124,[128][129][130]. STAT3 can also induce oncogenes that are associated with cell proliferation and metastasis. In addition, IL-6 binds to IL-6R to activate the PI3K-AKT signaling pathway, which induces phosphorylation of JAK and PI3K and activates AKT, to regulate several genes involved in cell survival [131].
In conclusion, IL-6 is involved in the proliferation, metabolism, metastasis, invasion, and angiogenesis of various tumors and has been found to have high expression of IL-6 in various tumors, such as breast cancer, colorectal cancer, prostate cancer, lung cancer, ovarian cancer, and so on. Moreover, Xu et al. thought that serum IL-6 might be a potential biomarker for colorectal cancer [132]. And inhibitors of IL-6, IL-6R, GP130, JAK, and STAT3 may be targets for tumor therapy in the future.

IL-8 associated with cancer
IL-8 is a cytokine of the chemokine family. IL-8 is mainly produced by endothelial cells, epithelial cells, fibroblasts, etc., and its active form is composed of 69, 72, 77, and 79 amino acids, respectively, and has a molecular weight of about 8 kDa [133]. The receptors for IL-8 are CXCR1 and CXCR2. IL-8 generally only undergoes biological function when it binds to a receptor. For example, Yung et al. and other studies found that IL-8 binds to CXCR2 and activates transforming factor-β-activating enzyme 1 (TAK1)/NF-κB signaling, which in turn increases the invasiveness of ovarian cancer cells [134]. Sharma et al. found that IL-8 binds to CXCR1/ CXCR2 and indirectly promotes angiogenesis, proliferation, and invasion of cancer cells and promotes the progression of glioblastoma multiforme, and the level of IL-8 is higher and the patient's prognosis is worse [135]. In addition, Zheng et al.
found that M2 macrophages produced IL-8, which activated STAT3 and phosphorylated it, leading to increased expression of lung adenocarcinoma transcript-1 that was associated with lung adenocarcinomas metastasis [136]. IL-8 can induce PI3K phosphorylation and then activate AKT phosphorylation, which in turn increases blood vessel growth, cancer cell survival, and migration [137]. IL-8 also regulates cell proliferation, survival, and invasion by activating MAPK and ERK1/2 phosphorylation [137]. In brief, IL-8 is highly expressed in a variety of cancers, such as colon cancer, lung cancer, breast cancer, and so on [138]. And IL-8 is closely related to tumor growth, invasion, and metastasis [139][140][141].
Besides IL-1, IL-6, and IL-8, other proinflammatory factors are also associated with the occurrence and development of cancer, such as TNF-α, TGF-β, BCA-1, and so on (Fig. 1). These proinflammatory factors generally promote the development of cancer by activating signaling pathways (Table 1). Although TGF-β has an inhibitory effect on the cancer cell cycle in the early stage of tumors, it also has a tumorpromoting effect [142]. TNF-α promotes blood vessel growth and promotes tumor progression and metastasis [142], and TNF-α can be used to predict the occurrence and recurrence of liver cancer [24]. In addition, Rossi et al. found that TNF-α could increase the invasiveness of melanoma cells [143], and Tan et al. found that TNF-α could be a potential therapeutic target for hepatocellular carcinoma [144]. NF-κB is an important immune protein and NF-κB signaling pathway is closely related to the development and progress of human tumor [145]. NF-κB has been shown to be a linker of inflammation and cancer in mouse models [146]. A variety of cytokines can activate NF-κB signaling pathway. Most proinflammatory factors activate STAT3, and chitinase 3-like 1 that is a downstream gene of the STAT3 signaling pathway is a potential biomarker to predict inflammatory lung cancer in a STAT3induced mouse lung cancer model [25]. In the IL-6 family, in addition to IL-6 associated with inflammatory tumors, both IL-23 and IL-11 are associated with tumors. For example, Wang et al. found that IL-23 promotes the development of gastritis, which might lead to gastric cancer [147], and Li et al. found that IL-23 can also promote the metastasis of liver cancer [148]. Yang et al. [149] and Lay et al. [150] found that IL-11 is involved in the development of esophageal squamous cell carcinoma and endometrial cancer. In addition, some scientists have found that IL-17A can promote the formation of tumor blood vessels [151,152], thereby contributing to the proliferation and invasion of tumor cells. IL-5 promotes the metastasis and invasion of lung cancer and bladder cancer cells [153,154]. Although IL-33 can inhibit the growth of lung adenocarcinoma [161], it is also involved in the invasion and migration of glioma cells [155], promotes the proliferation of colorectal cancer cells [156], and promotes the role of ovarian cancer [157]. Similar to IL-33, IL-15 is also a controversial cytokine that most researchers have found to have anticancer activity, but Gupta et al. found that it promoted colonal elevant syndromes elevant syndromes Fig. 1 A molecular model proposed for chronic inflammation in cancer. The orange box means the potential therapeutic targets and biomarkers for cancer. The green box means potential therapeutic targets for cancer. The corresponding information on relevant syndromes is provided in the article, for example, regarding the "Flammer syndrome" phenotype, "Individualized patient profiling is instrumental for cancer prediction and prevention" section Played an important role in the proliferation and invasion of ovarian cells A potential therapeutic target [159] Glioblastoma Human Involved in the progression of glioblastoma A potential therapeutic target and diagnostic marker [160] expansion of B cell chronic lymphocytic leukemia [158]. Besides cytokines, chemokines are also involved in the development of inflammatory tumors. CCL11 played an important role in the proliferation and invasion of ovarian cancer cells [159] and was involved in the progression of glioblastoma [160]. Therefore, since so many inflammatory and proinflammatory factors are associated with tumors, whether these factors can be used as biomarkers for specific tumor prediction, prevention, and prognosis is worthy of further study.
Genomics is a science of genomic mapping (including genetic maps, physical maps, transcriptional maps), nucleotide sequence analysis, gene mapping, and gene function analysis of all genes. Genomic information is increasingly being used in the diagnosis, treatment, and prognosis of tumors [166]. Gene mutations might occur during inflammation-induced cancer, and genomic techniques can be used to quickly understand the cause and then adopt an effective treatment.
Transcriptomics is a discipline that studies the transcription of genes and transcriptional regulation in cells at an overall level. The transcriptome is an important objective to study the development of cell phenotype and function and response diseases. One of the common features of tumors is splicing abnormality [1]. Therefore, the use of transcriptomics-related techniques to detect abnormal shear in the body is conducive to early detection of cancer, early treatment of cancer, and relief of patient suffering and economic burden.
Proteomics is a science in which the proteome is the research object to study the protein composition of cells, tissues, or organisms and their changes. Proteins might form protein variants due to post-translational modifications, cleavage, etc. [167], so the number of proteins is far more than the number of genes. Proteomics research mainly includes the extraction, separation, and identification of proteins. The methods for studying protein separation are mainly one-dimensional gel electrophoresis and two-dimensional gel electrophoresis [168], and the identification method is mainly mass spectrometry. It can be said that proteomics study is more important than genomics and transcriptomics study [169]. Proteomics studies attempt to compare the similarities and differences of protein expressions in different physiological or pathological conditions, and classify and identify related proteins. Therefore, it is extremely clinically meaningful to compare protein expressions in cancer patients and normal humans. It can provide a clinical basis for the diagnosis, treatment, and prognosis of cancer patients.
Metabolomics is a way to quantitatively analyze all metabolites in organisms, and to find out the relative relationship between metabolites and physiological and pathological changes. Most of the subjects are small molecular substances with relative molecular weight less than 1000. Metabolism is one of the indispensable life activities in the body. Many intracellular life activities take place at the metabolite level, such as cell signal release (cell signaling), energy transfer, and cellto-cell communication which are regulated by metabolites. Cancer caused by inflammation leads to changes in the pathophysiological process of the body and eventually causes corresponding changes in metabolites. Through the analysis of some metabolites, and compared with the metabolites of normal people, it may be possible to find biomarkers for cancer and provide better methods for early diagnosis.
Radiomics is to obtain images of patients' lesions by using some medical instruments, and then to further diagnose, predict, and analyze the massive image data to assist doctors in making the most accurate diagnosis. For example, CT, PET/CT, and MRI are used to diagnose the size of the tumor and the growth of the tumor to determine the benign and malignant tumors. During the occurrence and development of cancer that is induced by chronic inflammation, some signaling pathways are involved in this process, for example, MAPK signaling pathway [101], Toll-like receptor signaling pathway, NF-κB signaling pathway [145], JAK-STAT signaling pathway [88], and PI3K-AKT signaling pathway [92]. When chronic inflammation induces tumorigenesis and development, some genes, proteins, and metabolites in these signaling pathways might be abnormally expressed, so it may be possible to use these genes, proteins, and metabolites as biomarkers for tumor prevention and prediction and even as a drug target for clinical therapy.
Those multiomics and molecular network approaches promote one to consider chronic inflammation in cancer from a multiparameter systematic strategy angle, but not from a single one-parameter model in order to understand thoroughly the molecular mechanisms of chronic inflammation in cancer and discover more reliable and effective biomarkers targeting the chronic inflammation process associated with cancer to predict the occurrence and development of cancer, effectively prevent cancer, and even design reasonable assessment index to assess the effects of cancer prevention.

Impaired wound healing and chronic inflammation as a clue to aggressive cancer development and progression
Wound healing refers to a highly complex repair process in which the body is subjected to external forces and the tissues such as the skin are broken or defective. It is mainly divided into the following four stages: hemostasis, inflammation, proliferation, and tissue remodeling [162]. The time required for wound healing is mainly related to the severity of the wound and the health of the body. Some wounds may only take a few days to heal. Some wounds may take years or decades to heal, but some wounds may never be able to heal, such as a tumor [163]. Inflammation is involved in the process of wound healing, and the slow healing of the wound may be related to the excessive and prolonged period of inflammation [163]. As can be seen from the foregoing, chronic inflammation can cause cancer. Therefore, it can be considered that impaired wound healing can promote the development and progression of cancer. At the same time, cancer can inhibit the healing of wounds, such as due to the use of radiotherapy and chemotherapy drugs, malnutrition in cancer patients, and abnormal immune system in cancer patients [163,164].

Individualized patient profiling is instrumental for cancer prediction and prevention
It is well known that there are various factors for cancer, including genetic factors, immune factors, and habit factors. The prediction and prevention of cancer need choosing the right solutions for the cause. Individualized patient profiling is a right solution, which can understand individual details, including detailed basic information, family history, and medical history. For example, Golubnitschaja et al. have made a case study on Flammer syndrome, which understands the patient's illness and family history, and finally made recommendations based on predictive, preventive, and personalize medicine [165]. Kunin et al. [170] and Goncharenko et al. [171] have conducted an individualized patient profile analysis of dry mouth and Flammer syndrome (FS), and vaginal dryness in the form of questionnaires, respectively. This is also a good solution for cancer prediction.
From phenotype to predictive biomarker panels: the "road map" for implementation As can be seen from the foregoing, chronic inflammation can promote the occurrence and development of cancer. The underlying cause of chronic inflammation is the persistence of inflammatory factors and tissue damage. There are many kinds of tissue damage, such as wounds. Wound healing is generally divided into four phases: hemostasis, inflammation, proliferation, and remodeling. In the early stage of the wound, the vascular rupture is in a state of transient hypoxia. The hypoxiainducing factor produced by this process plays an important role in the stages of angiogenesis, tissue remodeling, and inflammation, which can be used to judge the healing of the wound [172]. In addition, impaired wound healing is associated with FS [173], and FS-related systemic hypoxia can promote cancer metastasis, such as breast cancer [174].

Conclusion and expert recommendation
The early clinical symptoms of cancer are not obvious and the social medical mechanisms in developing countries are not perfect, both of which lead to cancer in the middle and late stages of diagnosis. This brings more economic burdens to the patient's family and brings more pains to the patient and a lower quality of life for the patient. Therefore, it is extremely important to find clinical diagnostic markers for early cancer. All cancers including GC, liver cancer, and lung cancer are also associated with inflammation. Although the molecular mechanism between cancer and chronic inflammation is still unclear, there is an inextricable link between cancer and chronic inflammation. It is of great significance for the study of biomarkers for cancer prevention and prediction that find how chronic inflammation induces cancer, develops cancer, and whether chronic inflammation is produced autonomously or is caused by acute inflammation. Of course, these tips allow us to continue to study the mechanisms between chronic inflammation and the development of cancer to discover inflammatory factors, cytokines, or key factors that regulate chronic inflammatory responses that may be involved in the development of cancer. This will alleviate the patient's illness and bring the gospel to the patient and his family. In addition, FS has also been shown to be associated with the development of cancer and aggressive metastatic disease [172]. Therefore, for FS phenotype individuals, we should pay close attention to the state of the body to avoid cancer. Besides FS, diabetes, autoimmune diseases, and obesity are all inducing factors for cancer.
We recommend to emphasize and strengthen studies of chronic inflammation in cancers. Chronic inflammation in cancer involves many complex factors, complex processes, and multiple targets associated with cancers. It is necessary to use multiomics strategy in the study of chronic inflammation and cancers [1,2,[162][163][164][165] to understand deeply the molecular mechanisms of chronic inflammation in cancer and discover more reliable and effective biomarkers targeting the chronic inflammation process associated with cancer to predict the occurrence and development of cancer, effectively prevent cancer, and even design reasonable assessment index to assess the effects of cancer prevention. Here, we propose the chronic inflammation-based strategy of cancer treatment: (i) reduce, inhibit, or eliminate the factors to cause chronic inflammation, including physical factors such as low temperature and radiation; chemical factors such as all types of chemical carcinogens; and biological factors such as viruses, bacteria, and fungi; (ii) strengthen the multiomics study of chronic inflammation to clarify the complex pathway networks of chronic inflammation, and establish biomarkers based on chronic inflammation pathway networks; and (iii) extensively study proinflammatory factor/inflammatory factor networks to identify inflammatory factor biomarkers and therapeutic targets to predict cancer, and inhibit or block the chronic inflammation progression to prevent occurrence and development of cancer.