2.2.1. Tumor Intrinsic Factors
The TMB is defined as the total number of genetic mutations in the DNA of cancer cells [
53]. It is very significant index for doctors in the selection of the most effective treatment for each cancer patient.
Calculation of TMB is done by using different methods. The TMB was first measured from Whole-Exome Sequencing (WES), included only non-somatic mutations by the Next-Generation Sequencing (NGS) technology [
54]. Both WES and NGS are used to measure the TMB [
55].
Accumulating evidence suggests that TMB is a key predictive biomarker in cancer therapy. From the majority of studies it is clear that a high-TMB is related with clinical efficacy of ICI therapy in multiple cancer types [
53,
56]. It is worth mentioning that, between of all available immunotherapies and 27 different tumor types or subtypes, high-TMB is associated with better response to anti-PD-1 [
57].
In 2015, a high TMB was strongly associated with better response of NSCLC patients to anti-PD-1 immunotherapy and longer Progression-Free Survival (PFS) [
58]. Moreover, NSCLC patients with high TMB score, who received nivolumab (anti-PD-L1) had longer PFS and higher Objective Response Rate (ORR), than the patients who received chemotherapy [
59]. On top of anti-PD-L1 alone, combination immunotherapy of nivolumab and ipilimumab in high-TMB patients with advanced NSCLC, showed a longer PFS than chemotherapy treatment [
60].
The TMB is also linked with other emerging biomarkers. Specifically, MSI-H/dMMR tumors have been identified to exhibit high TMB and they also associated with better response to ICI therapy [
61]. Besides of MSI-H, high TMB correlated with increased CYT and downregulated of various of immune checkpoint inhibitors in colon cancer [
24].
More and more studies support that the TMB is a promising predictive biomarker, and its evaluation plays a key role in immuno-oncology. In addition, TMB could be very valuable in treatment selection for ICI therapy [
55].
APCs constitute an heterogenous group of immune cells that are responsible to process and present antigens from recognition to T cells through MHC [
62]. APCs can be divided into professional, with haematopoietic origin and include B lymphocytes, macrophages and DCs and nonprofessional APCs that are not bone marrow derived and include hepatocytes and fibroblasts [
63].
MHC proteins are key components of adaptive immunity and categorized in two different classes [
64]. Both classes of proteins present antigens on the surface of APCs immune system and specifically to T cells [
65].
MHC class I present antigens from virally infected cells to CD8+ T lymphocytes to kill them [
66], however many human viruses develop proteins that interfere in the presenting procedure and enhance virally infected cells to escape the detection and destruction from immune system [
67].
As opposed to MHC class I, MHC class II molecules are responsible to present antigens to CD4(+) T lymphocytes [
68]. Moreover, the ability of MHC class I to present to APCs derived-peptides from cells, allow to CD8+ T cells to recognize and kill cells, e.g. cancer cells that synthesized abnormal proteins. It has been reported that loss of MHC class I antigen presentation leads to evasion of cancer cells from immune system [
69]. It has been observed that some human cancers, including gastric cancer and melanoma are due to loss of MHC I expression [
70,
71].
Moreover, CD4+ T lymphocytes have a pivotal role in preventing tumor growth and targeting of the MHC class II antigen presentation pathway can be used to develop efficient vaccines to activate the immune system and enhance the immune responses against cancer [
72]. There are also some types of tumors, such as solid tumors do not express MHC class II molecules, and the participation of CD4+ T lymphocytes depends exclusively on infiltrating APCs [
73].
Both MHC I and II pathways are taking into consideration in order to improve immunotherapy.
Figure 2.
Factors Influencing CYT.
Figure 2.
Factors Influencing CYT.
2.2.2. Tumor Microenvironment Factors
The TME has a pivotal role both in cancer progression [
74] and affect the response of cancer patients to therapies [
75]. It is composed by both cellular and extracellular components, including the category of immunosuppressive cells [
11].
Regulatory T cells (Tregs) and Myeloid-Derived Suppressor Cells (MDSCs) are critical cells related with immune resistance [
76], and they enhance the escape of cancer cells from the immune system [
77]. Immunosuppressive cells have significant clinical value and targeting of them can enhance the effectiveness of immunotherapies and converse the immune resistance [
76].
MDSCs are immature progenitor cells that suppress the immune responses and categorized into 2 subcategories depending on the mechanism of their action: the Monocytic (M-) MDSCs and the Granulocytic (G-) MDSCs [
78]. Moreover, a subpopulation of T cells, the Tregs promote tumor progression [
79] by suppressing both the proliferation of T-cells and the production of cytokines, to maintain immune homeostasis and self-tolerance [
80].
More studies suggest that the elimination of immunosuppressive cells within the TME can inhibit the tumor progression. Specifically, inactivation or decrease in the number of MDSCs enhance the anti-tumor immunity and reverse the status of TME from immunosuppressive to immune-activate [
81,
82]. In addition, ICI therapies using anti-PD-1/anti-PD-L1 and or anti-CTLA-4 mabs decrease the number of Tregs by increasing to the number of CD8+ T cells [
83]. Chemotherapy can eliminate the number of Tregs and MDCSs in the TME [
84].
Immune evasion constitutes one of the hallmarks of cancer progression [
81]. Immunosuppressive cells inhibit antitumor immune responses and enhance tumor immune escape, resulting to tumor cell extravasation and metastasis [
77]. Additionally, in order to avoid immune cells, cancer cells enlist Tregs to upregulate tumor antigen expression, active inhibitory immune checkpoint molecules and create an immunosuppressive TME [
85,
86]. Immunosuppressive cells are critical in cancer progression and metastasis.
Immune Checkpoint Proteins (ICPs) are expressed on the surface of cancer cells to inhibit T cell-mediated immune responses and they are using to treat many different types of cancer [
87].
ICI immunotherapy is used to bind to ICP, active T cells and allow them to kill cancer cells. It is currently one of the most novel and promising cancer therapies [
88].
There are different immune checkpoint inhibitors that used to treat a range of cancer types. The most well-studied ICIs consists of anti-CTLA-4, anti-PD-1 and anti-PD-L1 [
88,
89].
In 2011, Ipilimumab, an anti-CTLA-4 ICI, was successfully approved and introduced a promising new form for cancer therapy [
90]. Anti-PD-1 (nivolumab, pembrolizumab and cemiplimab) and anti-PD-L1 (atezolizumab avekumab and durvalumab) were then received the Food and Drugs Administration’s (FDA) approval and they are using to treat about 15 different types of tumor [
91] (
Figure 3).
Moreover, other studies have been focused to study for other antibodies against other immune checkpoint proteins, including V-domain immunoglobulin-containing suppressor of T-cell activation (VISTA), lymphocyte activation gene-3 (LAG-3), B7-homolog 3 (B7-H3) and T cell immunoglobulin, and mucin domain 3 (TIM-3), [
89].
ICI therapy is a vital and very promising form of therapy to treat cancer [
92], however only a small number of cancer patients respond to this form of immunotherapy. Most of the ICPs are expressed on different type of immune cells and their expression varies between a cell type [
88]. In addition, it was acknowledged that the TMB, MSI-H, dMMR, neoantigen expression and certain gene mutations are predictive biomarkers for the efficacy of ICI therapies to cancer patients [
56,
93]
ICPs influence CYT and high CYT increases the expression of immune checkpoint inhibitors and for this, CYT-high tumors are better candidates to respond to ICI therapies [
26,
27,
94].
ICI therapies targeting CTLA-4 and/or PD-1/PD-L1 improved outcomes and survival for many patients with different types of cancer. Despite the challenges, additional inhibitory pathways and immune checkpoint proteins must be explored in order to apply the ICI therapies to more cancer patients and improve the responses of cancer patients to it.
Stromal cells have fundamental roles in health and disease and they are responsible for the building and infrastructure of organs [
95]. Both the presence of stromal cells in TME and their interplay with cancer cells are crucial for the cancer initiation. More studies increasingly show that stromal cells and their products, actively participate and promote tumorigenesis [
96].
In pancreatic cancer (PC), neoplastic and cancer cells create a specific environment which enhance the malignant properties of cancer cells [
97]. Multipotent Stromal Cells (MSCs) a subpopulation of stromal cells is present in multiple tissues and have the ability to differentiate in different lineages, encompassing osteoblasts, chondrocytes and adipocytes. In cancer, MSCs can migrate from primary tumors to metastatic organs, contributing to the progression of carcinogenesis. Moreover, cancer cells enhance the migration of MSCs and their crosstalk is crucial in tumor development and can be targeted for therapeutic approaches [
98].
Another form of stromal cells that are present in TME are the cancer associated fibroblasts (CAFs). They promote tumor growth, invasion, angiogenesis and metastasis [
99]. Moreover, CAFs can be activated by TAMs and enhance the development of malignant tumors [
100]. In breast cancer, CAFs were associated with therapeutic resistance [
101].
The crosstalk of immune cells and stromal cells is crucial in both cancer progression and anticancer activity. In addition, immune cells and stromal cells conduce to immune suppression within the TME and induce ani-tumor immunity [
102].
Extracellular Matrix (ECM) is a three-dimensional highly dynamic structural network that has a pivotal role in normal development as well as in disease development and progression [
103]. It is composed of different macromolecules, including collagens, glycoproteins, elastin, proteoglycans, fibronectin, etc., which join each other as well as cell-surface receptors, creating a scaffold for cells and present in all tissues and organs [
104]. The interaction between ECM components is crucial in different cellular processes and functions, including proliferation, differentiation, migration and survival [
105].
2.2.3. Host Factors
Genetic sequences called polymorphisms and/or variants are different DNA sequences among individuals compared to the reference genome with different functional significance. DNA polymorphisms occur in ≥ 1% of the population and the majority of them do not have impact on protein or gene function.
However, some polymorphisms affect the function of proteins and/or genes, called mutations with significant value on cancer progression. There are four types of DNA polymorphisms: The Single Nucleotide Polymorphism (SNP), the Restriction Fragment Length Polymorphism (RFLP), the Simple Sequence Repeat (SSR) and the Variable Number or Tandem Repeats (VNTR) [
106].
The SNPs are the most common polymorphism and it is estimated that they occur every 1000 base pairs usually found in protein-coding regions [
107]. SNPs are also used as a tool to identify determinant of different diseases [
108]. In addition, SSRs are the most frequently used in mapping studies due to they are highly polymorphic, very informatic and consistent [
109].
The role of polymorphisms in cancer has been evaluated and it is found that gene polymorphisms are implicated in different stages of tumor development and cancer progression. Specifically, polymorphisms affect tumor growth, invasion, metastasis and respond to cancer therapy [
110].
The immune system is very important in cancer management. Its failure to recognize and kill cancer cells contributes to cell migration and cancer progression [
10,
92].
It is composed of different types of cells, cytokines, proteins and soluble bioactive molecules. Each of them has different role to recognize and defend against ‘’foreign’’ antigens or proteins [
5]. NK cells and phagocytes, including macrophages, neutrophils and monocytes are the key players in cell-mediated innate immune responses. NK cells act using the MHC I complex proteins and phagocytes facilitate immune protection either by swallowing cells that express non-self-antigens or by using lysosomal enzymes [
111]. Innate immune responses also include other cells such as basophils and eosinophils which using different inflammatory mediators to attract more immune cells to the inflammation/injured site [
112].
The adaptive immunity is antigen-dependent and antigen-specific [
113] and it is comprised of lymphocytes and APCs. Lymphocytes are categorized into two major types: the B cells that mature in the bone marrow and the T cells that mature in the thymus and their function is to recognize specific antigen that present on the surface of APCs [
112].
Other immune cells that participate to the cellular innate immunity are the granulocytes, consists of neutrophils, eosinophils and basophils and they are responsible to release inflammatory mediators and attract more immune cells at inflammation and/or infection sites [
5].
CYT index is strictly associated with the composition of immune system. Specifically, CD8+ T cells release perforin and granzymes to kill targeted cells [
114]. Therefore, since CYT is based on the expression of granzymes and perforin, the composition of immune system and the percentage CD8+ T cells can affect the index of CYT.
The immune system is a defence mechanism against infected and/or self-antigens [
2] and its role is very important both for prognosis and treatment of cancer. Unfortunately, cancer cells evolve different mechanisms to escape effective immunosurveillance. They produce immunosuppressive cytokines and prostaglandins to inhibit the division of NK cells as well as the proliferation and function of T helper and CTLs. Moreover, antigen-processing of mutant proteins through MHC complexes by immune-resistant cancer cells, reducing antigenicity and reinforce the destruction of malignant cells from immune system [
115].
The interplay between the immune system and the cancer pathogenesis enhances understanding of immune activation and response against cancer. Immune-oncology is a fiend that is rapidly constantly evolved and knowledge of immune composition especially in the TME will significantly contribute to create more effective therapies [
5].