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Paul J Cancer Metastasis Treat 2020;6:29  I  http://dx.doi.org/10.20517/2394-4722.2020.63                                    Page 15 of 31

               receptor 4 and IL-12 [109] , exosomes can down regulate the functions of immune cells [110,111] , may promote
               Tregs expansion [112] , and inhibit the activity of natural killers (NK) cells [113] .


               As is the case with inflammation, there is a co-dependent relationship between the immune system and
               the gut microbiome. The immune system plays an important role in defining the composition of the
               microbiota and preserving the ecology of the microbiota. Reversely, the microbiota influences all aspects
               of the immune system. Gut microbiome plays an important role in the training and the functional tuning
               of the immune system and can be seen as one of the key modulators of the immune system [114] . In addition
               to influencing localized immune responses, microbiota also has broader effects contributing to innate and
               adaptive immunity at multiple levels [115] . Myeloid cells respond to microbial signals, and initiate innate
                                           [99]
               and adaptive immune responses . In 2013, it has been shown in two murine models that germfree or
               antibiotic-treated animals did not respond to chemotherapy, indicating that an intact microbiome was required
               for modulating the myeloid-derived immune cell responses in the tumor microenvironment [97,98] . Alterations
               in the gut microbiome can affect response to immunotherapy in several cancer types. Matson et al. [116]
               identified different bacterial species as being critical for response to therapy in their patients with advanced
               melanoma, with Bifidobacterium longum, Collinsella aerofaciens, and Enterococcus faecium, among
               others, found to be enriched in the feces of patients that responded to anti-PD-L1. Similar findings were
               reported by Routy et al. [117]  in patients with advanced urothelial carcinoma, non-small cell lung cancer, and
               renal cell carcinoma. Patients who have been treated with antibiotics within several months before, during,
               or after treatment with PD-1/PD-L1 blockade had shorter progression-free survival and lower overall
               survival rates compared with patients who had not received antibiotics. After sequencing fecal samples
               from these patients, the genera Akkermansia and Alistipes were enriched, and, the bacterial species A.
               muciniphila, specifically, was found to be highly represented in patients that responded to checkpoint
               blockade.


               The immune cells play a dual role in cancer [118,119] . Classically, some immune cells may promote cancer
               growth (M2 macrophages, T regs cells) and others fight cancer (M1 macrophages, CD8 cells). This is
               an over simplification as the same type of cells may play a pro, or anti-neoplastic role depending on
               the local and systemic context. For example, in the majority of cancers, an increased number of T regs
               in the tumor is associated with a poor prognostic, but in patients with colon or breast carcinomas, the
               presence and frequency of T reg in the tumor is correlated with an improved prognostic [120] . A similar
               phenomenon has been shown for tumor associated macrophages [121] . Like macrophages and T reg cells,
               tumor-associated neutrophils and NK cells may have both antitumoral and protumoral functions [122] .
               As shown in by Labelle et al. [123] , platelets attract neutrophils into the tumor thrombi contributing to the
               metastatic niche development. Also, a high neutrophil to lymphocyte ratio, predicts poor outcome in
               several types of cancer including lung cancer, pancreatic cancer and colorectal cancer. There is new data
               showing direct involvement of neutrophils in different types of cancer and there is increasing evidence in
               preclinical models that granulocyte-CSF (G-CSF) can promote metastasis [124,125] . Also, as shown by several
               research teams, metastatic cancer cells can induce neutrophils to form metastasis-supporting neutrophil
               extracellular traps (NETs) and drugs that degrade NETs have been shown to have a profound inhibitory
               effect on the development of metastatic disease in preclinical models [126,127] .


               The global metabolism/cachexia network
               In order to ensure sufficient biomass synthesis for their growth, cancer cells need to maintain high
               metabolic turnover rates. A large amount of energy is required to support this process. For example, an
               estimated ~17,700 kcal are required over 3 months to support metastatic colorectal cancer growth [128] .
               Since the seminal work of Warburg [129] , it has been observed cancer cells have distinct metabolic programs
               than normal cells and metabolic reprogramming has been acknowledged as one of the classical hallmarks
                       [19]
               of cancer . The most distinctive metabolic differences of cancer tissues are increased aerobic glycolysis,
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