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Bringing macrophages to the frontline against cancer: current Immunotherapies targeting macrophages

Reis-Sobreiro, Mariana,Teixeira da Mota, Afonso,Jardim, Carolina,Serre, Karine

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cells Review Bringing Macrophages to the Frontline against Cancer: Current Immunotherapies Targeting Macrophages Mariana Reis-Sobreiro , Afonso Teixeira da Mota, Carolina Jardim and Karine Serre *   Citation: Reis-Sobreiro, M.; Teixeira da Mota, A.; Jardim, C.; Serre, K. Bringing Macrophages to the Frontline against Cancer: Current Immunotherapies Targeting Macrophages. Cells 2021,10, 2364. https://doi.org/10.3390/ cells10092364 Academic Editor: Maria Vincenza Carriero Received: 30 June 2021 Accepted: 29 August 2021 Published: 9 September 2021 Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal; mariana.sobreir[email protected] (M.R.-S.); [email protected] (A.T.d.M.); [email protected] (C.J.) *Correspondence: karineserr[email protected] Abstract: Macrophages are found in all tissues and display outstanding functional diversity. From embryo to birth and throughout adult life, they play critical roles in development, homeostasis, tissue repair, immunity, and, importantly, in the control of cancer growth. In this review, we will briefly detail the multi-functional, protumoral, and antitumoral roles of macrophages in the tumor microenvironment. Our objective is to focus on the ever-growing therapeutic opportunities, with promising preclinical and clinical results developed in recent years, to modulate the contribution of macrophages in oncologic diseases. While the majority of cancer immunotherapies target T cells, we believe that macrophages have a promising therapeutic potential as tumoricidal effectors and in mobilizing their surroundings towards antitumor immunity to efficiently limit cancer progression. Keywords: macrophages; myeloid-targeted therapies; reprogramming; antitumor functions 1. Introduction Representing indispensable components of the innate immune system, macrophages possess remarkable strategic anatomical, and functional diversities [ 1 , 2 ], performing a plethora of activities to protect tissues when homeostasis is disrupted [ 3 , 4 ]. Upon an insult, macrophages rapidly evoke an immunological response to link innate and adaptive immune cells, eliminate the danger, and restore stable conditions [ 5 , 6 ]. Tumors are seen as a tissue with deregulated features [ 7 ] composed of tissue-resident cells and a large proportion of recruited immune cells. Strikingly, macrophages are one of the most represented immune populations in cancer tissues [ 8 , 9 ], and tumor-infiltrating macrophages (TAMs) thus attract a lot of attention from immuno-oncologists to understand their physiological roles in tumor biology. Studies conducted in the 1970s and 1980s demonstrated that macrophages activated in vitro with cytokines (such as IFNγ ) and bacterial-derived products (such as lipopolysaccharide (LPS)) acquired tumor-cell killing capacities [ 10 – 13 ]. This initially suggested that macrophages could display tumoricidal features in the tumor bed and promote antitumor immunity. In line with this, studies in ovarian, HER2+ breast cancer, and colorectal cancer patients further revealed that macrophages associate with better therapeutic responses and increased overall survival [ 14 – 16 ]. However, the vast majority of experimental data and clinical reports indicate that, in established cancers, macrophages mainly display protumoral functions, ranging from direct interactions with tumor cells [ 17 ] to indirect shaping of a tumor-facilitating stroma [ 18 , 19 ]. Moreover, they can suppress local endogenous antitumor immune responses [ 20 – 22 ] and limit the efficacy of conventional and immunemodulating therapies [23–25]. Thus, it is not surprising that high density of macrophages in the tumor bed is associated with poor clinical outcome [14]. Overall, through various manipulating strategies (depleting, inhibiting recruitment or function, or re-educating), these macrophages represent attractive therapeutic targets as part of combinatorial approaches in cancer treatment. We believe that immunotherapy Cells 2021,10, 2364. https://doi.org/10.3390/cells10092364 https://www.mdpi.com/journal/cells Cells 2021,10, 2364 2 of 35 targeting macrophages has the potential to induce functional effectors that can actively boost every step of the cancer-immunity cycle [ 26 , 27 ] (Figure 1). Indeed, through their antitumor functions, macrophages have the potential to accelerate the cancer-immunity cycle to unleash a potent anticancer immune response. In this review, we provide a detailed overview of the available therapeutic strategies that target macrophages, especially their deletion, the prevention of their recruitment into the tumor, the inhibition of their immunosuppressive and tumor-promoting functions, and the reactivation of their antitumoral activities to improve current treatments. Figure 1. Macrophages can act as key effectors in the cancer-immunity cycle. (1) TAMs can be reprogrammed to initiate the cycle by killing tumor cells through production of ROS/NO or in a contact-dependent manner. Cytotoxic TAMs would induce the release of tumor (neo-)antigens. (2–3) Phagocytosis of dead cancer cells by TAMs and transfer of cancer-associated antigens to dendritic cells (DC), in the TME, or after migration in the draining lymph nodes (LN). Subcapsular CD169 + macrophages in LN have also been reported to transfer cancer-associated antigens to DC. This leads to proficient activation of tumor-specific cytolytic CD8 T cells. (4) TAMs can secrete CXCL9, CXCL10, CXCL11, the ligands of CXCR3, and actively recruit tumor-specific CD8 T cells from the circulation. (5) TAMs can produce selective enzymes that loosen up the extracellular matrix, limit fibrosis, which in turn facilitates T cell infiltration deep within the tumor mass. (6) TAMs can potentiate the cytotoxic functions of NK and CD8 T cells. Altogether, this revisited model provides the rationale for targeting macrophages, which, by boosting different steps of the cancer-immunity cycle, will accelerate the generation of an anticancer response. This figure is adapted from [26,27]. Cells 2021,10, 2364 3 of 35 2. The Multi-Functional Roles of Macrophages in the Tumor Microenvironment 2.1. M1/M2 Macrophage Polarizations: Classical versus Alternative M1 (classically activated) macrophages differentiate in response to IFNγ and LPS, whereas M2 (alternatively activated) macrophages are induced by IL-4 and IL-13. M1 macrophages express high levels of inflammatory cytokines as well as inducible nitric oxide synthase (iNOS) [ 28 , 29 ] and participate in the elimination of pathogens and malignant cells. M2 macrophages express a hemoglobin-haptoglobin scavenger receptor cysteinrich (CD163), the macrophage-scavenger receptor-1 (CD204), the C-type lectin mannose receptor (CD206), the macrophage receptor with collagenous structure (MARCO), arginase 1 (ARG1), and IL-10 [30], and display tissue repair and tumor-promoting features [31]. Features of the M1/M2 polarization have been associated with different cancer stages and have prognostic value. For instance, in gastric cancer patients, the median value of CD68 + NOS2+ (M1)/CD68 + CD163 + (M2) ratio was found to be a positive independent predictor of survival [ 32 ]. High M1/M2 ratios in ovarian tumor tissues are correlated with extended survival [ 33 ]. Similarly, in high-grade serous papillary ovarian cancers, a prevalence of M1 TAMs and a higher M1/M2 ratio was positively associated with longer progression-free and overall survival [ 16 ]. In addition, HLA-DR+CD68 + M1-like TAM levels significantly decreased during cancer progression, from pathological stage I to III in non-small-cell lung carcinoma (NSCLC) [ 34 ]. In line with this, in ovarian cancer, a high CD206 + CD68 + expression is associated with high risk of disease progression [ 35 ] and high density of CD163 + M2-like macrophages is associated with poor prognosis [ 36 ]. In NSCLC, early in tumor formation, tissue-resident macrophages displaying the M2-like features, CD206 and MARCO, were shown to promote tumor cell epithelial–mesenchymal transition (EMT), invasiveness and to induce a Treg cell response that limits anticancer adaptive immunity [37]. 2.2. Macrophages and Clinical Outcome In most tumors, macrophages are one the most abundant immune cells which aid tumor development. For instance, elevated content of CD68 TAMs in biopsies is linked to unfavorable outcomes in patients with breast, bladder, gastric, pancreatic, and head and neck squamous cell carcinomas [ 38 – 43 ]. The detrimental prognosis in these patients can associate a high number of TAMs with various aspects of tumor progression, such as primary tumor burden, tumor-invaded nearby lymph nodes, and metastasis. This is consistent with the fact that macrophages can exhibit protumor functions, as will be detailed in Section 2.4. However, in some circumstances, the prognostic impact of TAMs can also be associated with patient survival, such as in NSCLC, prostate, and colorectal carcinoma [ 14 , 44 – 46 ], and metastasis suppression in osteosarcoma [ 47 ]. TAM localization within the tumor may be an important criterion, as in lung cancer it was reported that elevated TAMs in the tumor islet (as opposed to tumor stroma) were associated with better overall survival at 3 and 5 years [ 48 ]. In gastric cancer, TAM aggregation within the cancer cell nest provided a beneficial effect in terms of tumor cell apoptosis and accumulation of CD8 T cells [ 49 ]. Thus, evidence exists that, in certain types of cancers, macrophages can display potent effector functions capable of inhibiting tumor growth, as will be detailed in Section 2.5. Finally, macrophages can play selective roles in response to treatments. In most cases, they are reported to promote resistance to therapy. For instance, in treated mammary carcinomas, macrophages display immunosuppressive functions that hinder adaptive anticancer immunity [ 23 , 50 ]. Moreover, macrophages can secrete specific lipids and enzymes (such as lysophospholipids, cathepsin proteases, and cytidine deaminase) capable of interfering with chemotherapy [ 51 – 53 ]. In sharp contrast, high TAMs were independently associated with better disease-free survival in 5-fluorouracil-treated stage III colorectal cancer patients [ 54 ]. In human pancreatic ductal adenocarcinoma PDAC, high density of TAMs at the tumor–stroma interface, positively dictated prognostic responsiveness to postsurgical adjuvant chemotherapy, independently of T cell density [ 40 ]. In addition, Cells 2021,10, 2364 4 of 35 macrophages synergize with anti-CTLA-4 immunotherapy [ 55 ] as well as actively participate in tumor cell clearance with tumor-specific mAb [ 56 ]. Altogether, these results suggest that evaluation of, not only the presence, but most importantly the phenotype, functions, and intra-tumor distribution of macrophages, in untreated and treated patients, will provide clearer prognostic and predictive values, as well as information about how to manipulate macrophages in cancer. 2.3. Macrophage Diversity in Cancer, Revealed by Single Cell RNA Sequencing It became increasingly clear recently that the simple M1-M2 categorization [ 57 ] fails to portray the extent of in vivo heterogeneity of TAMs. The advent of single cell RNA sequencing (scRNAseq) applied to tumor-infiltrating immune cells has revealed that the diversity of monocyte/macrophage subsets in the tumor microenvironment (TME) does not comport with the polarization model, either as discrete states or along a spectrum of polarization trajectories in breast cancer [58]. In fact, M1and M2-associated genes were frequently co-expressed in the same cell and positively correlated with one another along the same activation trajectory. The scRNAseq studies in various cancer types have already identified over 10 different monocyte/macrophage subsets [ 37 , 58 – 61 ]. Within colorectal cancer, small proportions of bloodderived monocytes, including CD14 + classical, CD14 + CD16 + intermediate, and CD16 + nonclassical subsets were observed [ 60 ]. Further macrophage subsets were identified based on their high expression of CD68, CD163, and MRC1 (encoding CD206), which could be denoted as resident tissue macrophages and segregated into normal colon epithelial tissue (NLRP3+ and phospholipid transfer protein PLTP+) or tumor tissue (IL1B+). These subsets shared expression of proinflammatory genes such as IL1B, NLRP3, HLA-DR, but the PLTP+ subset also expressed LYVE1 and IL10, potentially holding a critical role in restraining inflammation and fibrosis. In addition, two distinct TAM subsets show inflammatory/phagocytic (C1QC + , TREM2, MERTK, and CD80) and pro-angiogenic/tumorigenic (SPP1+, VEGFA, and MARCO) signatures, respectively [ 60 ]. Deciphering the transcriptional trajectories of these subsets revealed that while IL1B+ TAM could give rise to C1QC+ TAMs, on the other hand NLRP3+ may give rise to SPP1+ TAMs. Anti-CD115 treatment targeting macrophages was shown to preferentially deplete the SPP1 + TAMs sparing the C1QC + TAMs and to promote tumor regression [ 60 ]. A systematic analysis confirmed the existence of these TAM subsets across 15 human cancer types [ 61 ]. Surprisingly, the TAM subset displaying higher pro-angiogenic functions (VEGFA, SPP1, MARCO) exhibited the higher diversification of markers across different cancer types. Moreover, the composition of TAMs appeared to be associated with certain features of cancer somatic mutations and gene expressions [ 61 ]. Another study combined intracellular FACS staining against Arg1 with scRNAseq and identified a unique Trem2+CX3CR1+ TAM subset with potent immunosuppressive functions against T cells [ 62 ]. Interestingly, the authors also showed that genetic ablation of Trem2 in mice decreased immunosuppressive TAMs and exhausted CD8 T cells, in turnlimiting tumor growth. A novel nomenclature is starting to emerge that associates TAMs with selective gene expression profiles and effector functions. A deep understanding of the extent of the phenotypic and functional diversities of TAMs will be critical for developing effective myeloid-targeted immunotherapies. 2.4. Roles of Macrophages in Tumor Progression 2.4.1. Tumor Angiogenesis and Local Immunosuppression Tumor cells develop numerous strategies to grow, invade, and metastasize, in part through the secretion of chemokines. Monocytes/macrophages are actively recruited by tumor cells that produce chemokines such as CSF-1 [ 63 ], monocyte chemoattractant protein1 (MCP-1/CCL2) [ 64 ], and CCL5 [ 65 – 67 ]. In turn, these infiltrating macrophages establish a continuous crosstalk with tumor cells producing tumor-surviving factors such as epithelial growth factor (EGF) [ 68 , 69 ], thymic stromal lymphopoietin (TSLP) [ 70 ], and transforming Cells 2021,10, 2364 5 of 35 growth factor beta (TGFβ ) [ 71 ] that leads to cancer cell proliferation. In line with this, we previously found that unconventional small peritoneal macrophages produce soluble unidentified protumor mediators uniquely and directly capable of promoting ovarian cancer cell proliferation [72]. Macrophages are also actively involved in remodeling the TME architecture, displaying pro-angiogenic programs to provide oxygen and nutrients to the growing neoplastic tissue [ 73 ]. Tumor angiogenesis does not result only from the interaction of cancer cells with endothelial cells, as TAMs also have a critical role in triggering the neoformation of blood vessels. They express angiogenic factors such as vascular endothelial growth factor (VEGF) [ 74 , 75 ], placental growth factor (PGF), and platelet-derived growth factor (PDGF) [ 76 ], in particular in response to the hypoxia present in avascular and peri-necrotic areas [ 77 ]. TIE2-expressing TAMs sense endothelial cell-produced angiopoietin 2 (ANG2), align alongside tumor vasculature, and are critical for de novo angiogenesis and cancer cell dissemination [78,79]. Macrophages are instrumental in the progression of the tumor by suppressing the antitumor action of other immune cells. This is mainly achieved by the production of various immunosuppressive cytokines. IL-10 produced by macrophages can act in an autocrine and local manner to inhibit IL-12 production [ 80 ]. The lack of IL-12 limits macrophage ability to phagocytose tumor cells and to produce pro-inflammatory nitric oxide (NO), skewing macrophages into immunosuppressive phenotypes [ 81 , 82 ]. On neighbor cells, IL-10 also hampers the maturation of dendritic cells (DCs) [ 50 , 83 ], which are indispensable for active tumor immunity. TGFβ , also produced by TAMs, prevents CD8 T cell-mediated antitumor responses [ 84 ]. Mechanisms of TGFβ immunosuppression include: inhibition of CXCR3 in CD8 T cells, thereby limiting their trafficking into tumors [ 85 ], induction of CCL22 that controls the recruitment of Treg cells to the TME [ 86 ], and promoting survival and immunosuppressive phenotype of monocytes [87]. Low availability of nutrients in the TME is an important hurdle for efficient T cell effector functions. Tumor cells and macrophages can express selective enzymes that degrade amino acids, such as indoleamine 2,3-dioxygenase (IDO) [ 88 , 89 ] and arginase (Arg) [ 90 , 91 ], which deprive the microenvironment from tryptophan and arginine, respectively, and restrain the required immunity to fight and eliminate cancer. The immune checkpoint programmed cell death-1 (PD-1), a co-inhibitory receptor critical to maintain self-tolerance, is mainly expressed on T cells and negatively regulates peripheral T cell responses. Tumor cells frequently overexpress programmed cell death ligand 1 (PD-L1) to escape from the immune system. Importantly, TAMs are also a critical source of PD-L1 to suppress CD8 T cell function against the tumor [ 92 ]. Targeting the PD-1/PD-L1 pathway with blocking antibodies has revolutionized the treatment of a wide variety of malignancies, leading to durable therapeutic responses not typically achieved with traditional cytotoxic anticancer agents. 2.4.2. Macrophages and Metastasis At the primary cancer site, dissemination of tumor cells is often preceded by the acquisition of mesenchymal features by epithelial cancer cells, a process known as epithelial– mesenchymal transition (EMT). After intravasation into the bloodstream and extravasation to the metastatic niche, cancer cells undergo the inverted process, called mesenchymal-toepithelial transition (MET) to establish and thrive in the new environment. Remarkably, TAMs coordinate the sequence of events throughout this metastatic dissemination process. In the primary site, TAM-secreted TGFβ can induce EMT and guide cancer cells to lose adhesion, becoming phenotypically more elongated and motile in a way that facilitates their entrance into the bloodstream [ 93 , 94 ]. Furthermore, TAM-derived CCL8 induces the formation of pseudopodia, which are plasma membrane protrusions, needed to increase the motility of cancer cells. Real-time imaging revealed that local and transient vascular permeability and tumor cell intravasation are stimulated by Tie2+ macrophage-derived VEGFA [95]. Cells 2021,10, 2364 6 of 35 Pioneer work from Pollard and colleagues showed, using the PyMT transgenic mouse model susceptible to mammary cancer, that genetic reduction of macrophages drastically delayed the progression to invasive and metastatic carcinomas without affecting the incidence or the growth of primary tumors [ 96 ]. These findings led to the definition of metastasis-associated macrophages (MAMs) suited to promote breast cancer dissemination [ 97 ]. The authors further demonstrated that the MAMs expressed CD11b+F4/80+CSF1R+CD11cdimCX3CR1highCCR2highVEGFR1high [ 97 ] as well as CD204+IL4R+ [ 98 ], and that they originated from inflammatory Ly6C+ monocytes recruited by CCL2 [ 98 – 100 ]. Mechanistically, MAMs are critical for the engraftment and growth of breast cancer clones through their capacity to produce hepatocyte growth factor [ 101 ], and to inhibit the antimetastatic functions of NK cells via membrane-bound TGF-βexpression [102]. Moreover, inflammation-induced EMT upregulates IL12R β 2, a subunit of the IL-35 receptor, in cancer cells to help them respond to IL-35 during metastasis [ 103 ]. Then, at the metastatic site, macrophages secrete IL-35 to facilitate metastatic colonization through activation of JAK2-STAT6-GATA3 signaling, which induces MET in cancer cells. It is estimated that 90% of cancer-related deaths are due to metastization [ 104 ]. Thus, and considering the implication of macrophages in the primary tumor as well as in metastatic dissemination, immunotherapies targeting these cells represent a critical opportunity to block the distant seeding of malignant cells and improve the survival of cancer patients. 2.5. Roles of Macrophages in Tumor Regression Most of the literature has described TAMs that supports tumor progression, overshadowing that, in fact, macrophages can limit tumor growth. Some subsets of macrophages with a pro-inflammatory phenotype were observed in early stage ovarian and colorectal cancers and associated with good prognosis [ 105 , 106 ]. It is likely that TAMs display pro-inflammatory signatures at an early stage of tumor growth but then acquire tumorpromoting features during malignancy progression [ 107 ]. In the next sections, we aim to describe known antitumor functions of TAMs (Figure 2A). Figure 2. Cont. Cells 2021,10, 2364 7 of 35 Figure 2. ( A ) Describes the main known antitumor functions of macrophages in particular tumor cell killing and phagocytosis as well as recruitment and activation of immune cells in the TME. ( B ) Presents the current therapeutic strategies that target TAMs to induce anticancer responses. On the top left side are different approaches to kill macrophages or inhibit their recruitment in tumors. On the bottom left side are approaches to inhibit TAM protumor functions. On the right side are strategies to re-educate TAMs into antitumor effectors. 2.5.1. Properties of Macrophages to Kill and Phagocytose Tumor Cells Macrophages can kill tumor cells through the recognition of specific cell surface markers and production of tumoricidal molecules (Figure 2A Left). They are capable of clearing apoptotic and viable tumor cells. Apoptotic cells undergo various changes such as the redistribution of phosphatidylserine and calreticulin to the plasma membrane. The recognition of phosphatidylserine for the clearance of apoptotic cells (a process termed “efferocytosis”) triggers immunosuppression and the conversion of TAMs into anti-inflammatory effectors [ 108 , 109 ]. In contrast, uptake through calreticulin triggers an immunogenic response against apoptotic cells [ 110 , 111 ]. Furthermore, apoptotic cells activate the complement and are opsonized with iC3b, leading to recognition and uptake by macrophages [ 112 ]. Macrophages can also phagocytose live cancer cells, but the latter have evolved mechanisms to escape immune phagocytic recognition and overexpress “don’t-eat-me” signals. CD47 is a marker of “self” expressed on normal cells, that, when binding to signal regulatory protein alpha (SIRP α , CD172a) on the surface of immune cells hinders phagocytosis [ 113 ]. The contribution of TAMs, in tumor cell elimination, was revealed in mouse models of tumor cells that became insensitive to cytotoxic CD8 T cells [ 114 ]. In line with this, the success of mAbs targeting tumor surface antigen, which represents a powerful strategy for the treatment of several types of cancer, relies on the Ab-dependent cellular cytotoxicity (ADCC) exerted by macrophages, which express activating FcR. An elegant study, using intravital imaging in a model of B cell lymphoma, demonstrated the key role of macrophages in tumor cell elimination in response to anti-CD20 rituximab in the bone marrow [ 115 ]. Fas ligand (FasL), a cell surface molecule belonging to the tumor necrosis factor family, binds to its receptor Fas, mediating apoptosis by caspase activation. In human colorectal cancer, macrophages were found to be the main source of FasL and they associated with apoptotic cancer cells along the invasive margin [ 116 ]. However, the expression of FasL by TAMs has been mainly associated with immunosuppressive roles. FasL expression by TAMs was Cells 2021,10, 2364 8 of 35 found to serve as a barrier against the infiltration of CD8 T cells [ 117 ]. In patients with liver metastasis, FasL+CD11b+F4/80+ macrophages could directly eliminate Fas+CD8 T cells [118]. Pro-inflammatory macrophages acquire the capacity to express iNOS and produce the free radical NO. Diffusion of NO in their proximity result in tumor cell death [ 119 , 120 ]. In addition, macrophage-derived NO was found to induce adhesion molecules on tumor vessels favoring T cell extravasation and tumor rejection [ 121 ]. However, NO produced by TAMs has also been linked to resistance to therapy [ 122 ] and to suppression of T cell functions [ 123 ]. This suggests a bimodal dose-dependent effect, with NO at moderated concentration may display tumor cell killing properties, while at high concentration in the TME, NO might be propagating tumor-promoting effects. Finally, TNF-related apoptosisinducing ligand (TRAIL) is a cytokine that can re-educate TAMs to a M1-like phenotype and induce apoptosis of tumor cells through the binding to death receptors DR4 and DR5 [124–126]. 2.5.2. Macrophages Activate CD8 T Cells and NK Cells Macrophages are central to shaping a tumor-limiting or tumor-promoting TME due to their capacity to recruit and/or interact with various immune compartments ( Figure 2A Right). For instance, TAMs produce the ligands for CXCR3 (mainly CXCL9 and CXCL10), which were found to associate with high levels of infiltrating T cells in human solid cancers [ 127 , 128 ]. Importantly, the expression of CXCL9 by TAMs promotes the recruitment of CXCR3-expressing CD8 T cells that are critical for the response to immune checkpoint blocker (ICB anti-PD-1/anti-CTLA-4 or anti-PDL-1) treatments [129,130]. Macrophages also produce cytokines that participate in CD8 T cell activation. Interleukin12 (IL-12) is a key cytokine that acts on macrophages themselves, inducing a pro-inflammatory phenotype characterized by TNFα , IL-15, and IL-18 production in the TME [ 131 ]. Furthermore, IL-12-stimulated macrophages are tumoricidal in a cell–cell contact-dependent manner, leading to a T cell-dependent eradication of established tumors [ 132 ]. Enforced activation of Notch signaling also increased IL-12-producing antitumor macrophages to ultimately limit tumor growth [ 133 ]. IL-12 produced by TAM locally enhances the inflammatory Th1 response, which in turn generates large amounts of IFNγ and activates NK and CD8 T cells that exert antitumor effects. Then, and as detailed above, IFNγ propagates macrophage activation. TNFα is produced by activated antitumor macrophages. Kratochvill et al. described that the loss of the TNFα receptor in macrophages results in the expression of genes related with protumoral functions. In this model, the polarization status of macrophages was dynamic and dependent on the balanced levels of TNFα and IL-13 (that induces M2-like macrophages) [ 134 ]. Activated macrophages can also foster the antitumor potential of NK cells. We found that patrolling monocytes making IL-15 activate NK cells and IFNγ production, that then inhibit lung metastases [ 135 ]. In addition, increased IL-15, IL-18, and type I IFN secretion induced NK cell-mediated cytotoxicity against tumor cells in an NKG2D-dependent manner [136,137]. Macrophages have been suggested to be as efficient as DCs at presenting tumor antigens to T cells in the TME [ 138 ], in particular after being activated with TLR agonists [ 139 ]. Interestingly, the intratumoral injection of apoptotic tumor cells with IL-2 led to an 80% rate of cure in mice models, confirming that the APC in the TME retain the intrinsic capacity to uptake, present, and generate a tumor-specific cytotoxic T cell response [ 140 ]. Macrophages are also known to interact with other immune cells in lymphoid organs. Subcapsular CD169 + macrophages in regional lymph nodes correlated with CD8 T cell infiltration in melanoma and breast cancer, which associated with better prognosis and improved survival rates [ 141 , 142 ]. These CD169 + macrophages were found to phagocytose dead tumor cells transported via lymphatic flow and to cross-present tumor antigens to CD8 T cells [ 143 ]. Moreover, a close collaboration between CD169 + macrophages and DCs was also proposed for the initiation of effective CD8 T cell responses, in which macrophages transferred Ag to DC in a cell–cell contact dependent manner [144]. Cells 2021,10, 2364 9 of 35 Overall, macrophages are highly polyfunctional in the TME and we are convinced that this versatile multi-tasking feature is a critical property that points out macrophages as key effectors with therapeutic potentials. Multiple actions of macrophages in the TME, and in the regional lymph nodes, may positively accelerate each of the consecutive functional steps of the cancer-immunity cycle, including: (1) killing of cancer cells, (2) cancer cell antigen transfer to DCs, (3) T cell activation, (4) recruitment of circulating T cells to the tumor bed, (5) facilitating T cell infiltration within the tumor and (6) promoting the killing of tumor cells by NK and CD8 T cells (Figure 1). 3. Tumor Therapies Targeting Macrophages Intense efforts have been made intending to manipulate TAMs, in particular strategies to deplete them, to limit their recruitment to the tumor site, or to exploit their plasticity to repolarize them from immune suppressive towards inflammatory and tumoricidal phenotypes. In the next sections, we aim to describe the actual therapeutic options to manipulate macrophages (see Figure 2B for a summary and Table S1 for examples of current interventional clinical trials targeting macrophages). 3.1. Depletion of Macrophages 3.1.1. Bisphosphonates Bisphosphonates, such as clodronate and zoledronate, which are extensively used to treat diseases associated with bone loss such as osteoporosis, are also used to deplete macrophages [ 145 ]. The administration of clodronate or zoledronate to multiple myeloma or mammary tumor-bearing mice leads to a reduction in protumoral TAMs and tumor vascularization, consequently increasing mice survival [ 146 , 147 ]. In F9 teratocarcinoma and A673 rhabdomyosarcoma mouse models, combination of bisphosphonates with VEGFblocking antibodies led to TAM depletion and tumor regression, although only sustained during the time of the therapy [148]. 3.1.2. Blocking of Survival Signals Cells of the monocyte-macrophage lineage rely on the macrophage-colony stimulating factor (M-CSF), also known as colony stimulating factor-1 (CSF-1), a growth factor essential for their survival and they exclusively express the CSF1R (CD115). Genetic deletion of Csf1r or Csf1 results in loss of monocytes and tissue macrophages, but experiments in these mice are difficult to interpret because of additional severe pleiotropic effects, including infertility, osteoporosis, neuronal defective development, low body weight, and severe skeletal abnormalities [149,150]. The therapeutic capacity of a CSF1 signaling blockade to modulate macrophage survival was demonstrated using specific kinase inhibitors acting on CSF1R (GW2580, AMG820, and PLX3397) or blocking anti-CSF1R mAb (RG7155). Notably, administration of a blocking anti-mouse CD115 antibody to MMTV-PyMT mice delayed tumor manifestation and prolonged mice survival, simultaneously potentiating the anticancer effect of Paclitaxel [ 151 ]. Aside from breast cancer, CSF1R blockade appeared to be sufficient to enhance survival in various cancer mouse models [ 152 – 155 ]. In a mouse model of colon cancer, treatment with RG7155 resulted in strong reduction in TAMs accompanied by an increase in T cell infiltration [ 154 ]. Moreover, GW2580 reversed the resistance of pancreatic tumor cells to conventional chemotherapy [ 156 ]. Combination of CSFR1 inhibitor (PLX3397 or anti–CSF1R Ab) with anti-PD1 reduced TAM numbers, enhanced CD8 T cell infiltration, and consequently decreased tumor size [ 157 , 158 ]. In human, CSF1R inhibitors (AMG820 and PLX3397) induced a decreased in CD14 dim CD16 + monocytes [ 159 – 161 ], but this effect was accompanied by an increase in plasma CSF1 and this questions the impact of treatment discontinuation on monocyte number and phenotype. Cells 2021,10, 2364 16 of 35 toxicity after systemic administration. Various strategies aim at providing IFNγ directly to TAMs to promote activation and antitumor functions, such as IFNγ delivering nanoparticles [ 266 , 267 ]. Specifically engineered particles, referred to as a “backpack”, were also shown to evade phagocytosis and release cytokines to continuously guide the polarization of macrophages toward antitumor phenotypes in situ [268]. TNFα is another pleiotropic cytokine that induces the activation of macrophages to a tumoricidal state [ 269 ]. Interestingly, this cytokine is also predominantly produced by macrophages, although T and NK cells are also large sources. Despite initial studies of TNFα treatment for cancer demonstrated benefits in a significant percentage of patients with soft tissue sarcoma [ 270 ] or unresectable liver metastases from colorectal cancer [ 271 ], the held promises failed to concretize as clinical therapeutics. As for IFNγ , a limitation of recombinant human TNFα is high toxicity after systemic administration. Various approaches targeting the cytokine to the tumor, such as colloidal gold-bound TNFα [ 272 ], gene transfer [ 273 ], recombinant TNFα fused to an antibody anti-fibronectin of tumor endothelium (L19-TNF) [ 274 ], failed to reach significant results in clinical trials. Nevertheless, progress may come from oncolytic adenovirus engineered to produce TNFα (TILT-123) [275,276] (NCT04217473). 3.4.3. Antibodies: Anti-CD40, Anti-CSF1R, Anti-PD-1, Anti-MARCO CD40 is a co-stimulatory molecule of the TNF-receptor superfamily expressed by APCs that establishes a cross-talk in which CD40-activated macrophages presenting antigen to T cells provoke upregulation of CD40L. The CD40-CD40L interaction then induces in macrophages further upregulation of MHC molecules, CD80/CD86, and pro-inflammatory cytokines, such as IL-12. These signals prime naive CD4 T cells into Th1 T cells and CD8 T cells into cytotoxic cells, the immune response favorable for tumor clearance. Stimulation of macrophages with engineered CD40L-expressing murine lung cancer cells (3LLSA) enhanced their cytotoxic effect [ 277 ]. Then, agonist anti-CD40 mAb was shown to stimulate the tumor killing activity of macrophages [ 278 ] and to induce T cellindependent antitumor effects that involve macrophages, in neuroblastoma [ 279 ]. The tumoricidal effect was proposed to involve the production of IFNγ , TNFα , or NO [279,280] . Interestingly, CD40 ligation leads to a positive feedback by inducing the upregulation of intracellular TLRs, resulting in synergistic activation of both anti-CD40 and TLR (3, 7, 9) ligands in macrophages in several tumor mouse models [ 280 , 281 ]. CD40 agonist was also shown to synergize with chemotherapy to induce tumor regression in a genetically engineered mouse model of pancreatic cancer [ 282 ]. Engagement of CD40 permitted to overcome resistance to anti-PD1 therapy through repolarization of macrophages towards an inflammatory phenotype, leading to strong CD8 T cell activation in a intrahepatic cholangiocarcinoma [ 283 ] genetic mouse model of bladder [ 284 ] and pancreatic cancer [ 285 ]. In breast and metastatic pancreatic cancer mouse models, only combining a T cell-inducing vaccine with both PD-1 antagonist and CD40 agonist Abs was able to eradicate the majority of tumors [ 286 ]. Logically, these observations have opened the way for the development of clinically relevant anti-CD40 Abs (Table S1). As presented above, blocking CSF1-R depletes macrophages. Surprisingly, macrophage disappearance is not immediate and CSF-1R inhibition (with BLZ945 or blocking Abs) induces a short-term rewiring of TAM functionality that promotes their antitumor functions in the glioma microenvironment [ 153 ]. Mechanistically, aside from survival, CSF1 promotes macrophage polarization toward a protumoral state [ 287 ] whereas, in turn, CSF1 withdrawal unleashes an antitumor potential before their death. This result has led to the idea of combining a proinflammatory stimulus, like a CD40 agonist, with CSF-1R blockade. This dual macrophage-targeting combination promoted antitumor TAMs and reinvigorated an effective T cell response by increasing the production of IFNγ and TNFα [ 288 – 290 ]. The two humanized mAb directed against CSF-1R, emactuzumab and AMG820, showed an acceptable safety profile but, unfortunately, only reached limited efficacy [ 160 ], either alone or Cells 2021,10, 2364 17 of 35 in association with selicrelumab (anti-CD40) [ 291 ], pembrolizumab [ 292 ] or paclitaxel [ 293 ], in patients with advanced/metastatic solid tumors. Aside from unleashing cytotoxic T cell responses, another consequence of anti-PD-1 therapy is the redirection of macrophages from protumoral to antitumoral phenotype, inducing the regression of lung metastases [ 294 ]. Surprise came, however, when PD-1 was found expressed by macrophages and to directly regulate macrophage phagocytic activities [ 22 ], as well as T cell-directed immunosuppression [ 295 ], altogether promoting antitumor immunity [ 296 ]. Even more unexpectedly, myeloid-specific PD-1 ablation was as effective as plain PD-1 knock-out (Pdcd1 − / − ) and was considerably more effective than T cell-specific PD-1 ablation [ 296 ]. Importantly, circulating monocytes from patients with hepatocellular carcinoma upregulated PD-1 in a severity-dependent manner [ 295 ]. Moreover, upon LPS stimulation, PD-1 positive monocytes presented lower iNOS and higher arginase 1 and IL-10 expression than PD-1 negative monocytes. These remarkable results indicate that PD-1 plays a unique role in macrophages. Therefore, antagonist anti-PD-1 antibody may be acting not only on T cells but also on macrophages, both in the circulation and in the TME. This knowledge has already been translated into potential therapeutic approach through the development of selective macrophage-targeted PD-1 inhibition strategies. Taking advantage of the intrinsic phagocytic property of macrophages, solid lipid nanoparticle-containing PD-1 siRNA or Salmonella carrying PD-1 siRNA were capable of downregulating PD-1 expression by TAMs and limiting melanoma and colon cancer progression [ 297 – 299 ]. These proofof-concept experiments may open up new avenues to target, at will, PD-1 inhibition in lymphocytes or myeloid cells. MARCO is exclusively expressed by macrophages. MARCO+ TAMs display immunosuppressive features with high expression of the typical anti-inflammatory genes arg1,fizz1 [ 300 ]. Consistently, MARCO expression in human solid cancers correlates with poor prognosis [ 20 , 301 ]. MARCO expression is induced by tumor-derived supernatant, IL-10, hypoxic conditions and IL-37 [ 20 ]. However, while a marker of immunosuppressive macrophages, MARCO engagement led to the expression of the pro-inflammatory genes Tnf,Il1b, and Nos2, leading to reduced primary tumor growth and metastases [300]. Interestingly, targeting MARCO by mAbs led to NK cell activation, which in turn increased their TRAIL-dependent tumor cell killing property [137]. 3.4.4. Irradiation Radiotherapy that uses high doses of X-ray radiation is one of the first treatments directed to physically damage DNA and induce apoptosis of cancer cells. This cancer treatment induces an immunogenic cell death that elicits an antitumor immune response. On one hand, radiation induces the release of tumor-associated antigens into the TME as well as several endogenous TLR ligands (DAMPs); on the other hand, it induces cytosolic dsDNA accumulation that is sensed by the cGAS-STING pathway in macrophages [ 302 ]. Furthermore, radiotherapy recruits monocytes and may impact macrophage functions in situ. However, the outcome on TAMs may depend on the context and on the dose of radiotherapy. In vitro radiotherapy (2 Gy) primed macrophages towards an iNOS+ M1 phenotype [ 303 ]. Human macrophages are resistant to ionizing radiation doses (5*2 Gy) and, aside from remaining viable and metabolically active, they adopt a pro-inflammatorylike profile [ 304 ]. Furthermore, low dose of radiation (0.5 Gy) programs the differentiation of iNOS+ macrophages that orchestrate the recruitment of tumor-specific T cells, mediating tumor rejection in pancreatic carcinoma or melanoma xenotransplant mouse models [ 305 ]. In line with this, we showed that, in the 4T1 orthotopic breast tumor mouse model, radiotherapy synergizes efficiently with immunostimulatory nanoparticles to induce antitumor immunity [306]. By contrast, human irradiated (5*2 Gy) macrophages also sustain cancer cell invasion and angiogenesis [ 304 ]. This is also consistent with some preclinical models supporting a detrimental role of macrophages during radiotherapy. Glioblastoma is usually treated Cells 2021,10, 2364 18 of 35 with conventional therapy consisting of X-ray radiotherapy associated with surgery. Irradiation (3*4 Gy) of glioma (GL261)-bearing mice led to depletion of total CD68 + cells but to an increase in the proportion of CD206 + protumor macrophages. The authors showed, using in vitro bone marrow-derived macrophages, that M0 and LPS/IFNγ -stimulated macrophages (antitumoral) are more sensitive to X-ray radiation (2 Gy) than IL-4-stimulated macrophages (protumoral) macrophages [307]. The protumor effect of macrophages after radiotherapy was further demonstrated when, in the B16 melanoma mouse model, using clodronate-containing liposomes to deplete macrophages before radiation treatment increased the antitumor effects of ionizing radiation (20 Gy) [ 308 ]. Further work is warranted to establish the best macrophage-targeting approach, either stimulation or depletion, to synergize efficiently with radiotherapy in each type of cancer. 3.4.5. Genetically Engineered Macrophages To complement in vivo programing of macrophages, intensive research focuses on genetically engineered macrophages (GEM). This adoptive macrophage therapy would then access the tumor site or could be delivered directly within the tumor. Although this treatment may not persist for a long period of time, the anticipation is that it should allow durable local therapeutic antitumor efficacy while minimizing toxicities or unwanted ontarget off-tumor effects. While genetically engineered lymphocytes, with TCR-engineered or chimeric antigen receptor (CAR) T cells, take the stage in adoptive cell therapy, genetic manipulation of myeloid cells clearly lags behind. This is due to the difficulties in expanding and maintaining macrophages in culture for genetic manipulation. However, the generation of macrophages from proliferative precursors derived from induced pluripotent stem cells [ 309 ] or monocytes [ 310 – 312 ] offer a window for transgene expression. Various approaches have been successfully used to modify macrophages, including recombinant adenoviral or retroviral vector, lentivirus-driven engineering, and CRISPR-Cas9. Genetically engineered macrophages may be ideally suited to thrive in the TME and display antitumor functions through the secretion of pro-inflammatory cytokines or cytotoxic bispecific T cell engager (BiTE). Macrophages genetically engineered to express IL-12 reversed the immunosuppressive environment developed during metastatic progression of glioblastoma by augmenting T cell responses and reducing metastatic burden in preclinical models [ 311 ]. Macrophages engineered to secrete a BiTE specific to the mutated epidermal growth factor variant III expressed by some glioblastoma cells reduced early tumor burden in both subcutaneous and intracranial mouse models [ 312 ]. Furthermore, CRISPR-Cas9-driven epigenetic silencing of Hif1 α was achieved by deletion of the histone H3 methylase EZH2, that is recruited to the Hif1 α promoter region specifically. These Hif1 α silenced macrophages inhibited growth of the B16-F10 melanoma syngeneic model after intratumoral injection, through reprogramming the immune suppressive TME to an active antitumoral microenvironment. This approach reduced the number of Treg cells, recruited cytotoxic T cells, and prolonged the overall survival of mice [313]. CAR-expressing macrophages may be activated in an antigen-dependent manner in the TME and display enhanced phagocytosis of tumor cells. CAR-macrophages directed to CD19 [ 309 – 311 ], HER2 [ 310 ], or mesothelin [ 309 ] to target B cell leukemia or ovarian cancer, respectively, demonstrated efficacy in mouse models. Genetic reprogramming of macrophages will undoubtedly be an important avenue of the future molecular and cellular medicine and anti-HER2 CAR-macrophages are already in clinical trials (NCT04660929). 3.4.6. Intracellular Signaling, Epigenetic and Metabolic Manipulations of Macrophages Although pharmacological inhibition of PI3K in macrophages synergized with ICB therapy to promote tumor regression [ 184 , 185 ], to date, there is limited therapeutic application targeting intracellular signaling (such as kinases) to reprogram TAMs. In the near future, the development of single cell proteomic profiling should permit the precise dissection of the intracellular signaling pathways that participate in the decision switch from protumor towards antitumor phenotypes. Epigenetic manipulation also represents an Cells 2021,10, 2364 19 of 35 avenue of investigation to program macrophages and histone acetyl deacetylase (HDAC) inhibitors, which cause changes in the transcriptional profile of the macrophages, was shown to limit tumor growth [ 314 ]. Increasing interest emerges to assess the effect of diet on TAM functions. Strikingly, alternate day fasting for 2 weeks inhibited extracellular adenosine accumulation by suppressing the expression of CD73 on tumor cells, which in turn limited TAM protumoral polarization [ 315 ]. Immunometabolism is also becoming a growing area of research given that metabolism strongly connects to functionality. Metabolic reprogramming might be a proficient way to promote an antitumor phenotype in TAMs. For instance, metformin, a well-known anti-diabetic, glucose-lowering drug, induced programming toward a more antitumor phenotype of TAMs in mice, partially through AMPK α 1 activation [ 316 ]. This led to the idea of combining anti-PD-1 therapy with metformin-loaded microparticles, which efficiently targeted protumoral TAMs and polarized them towards an antitumor phenotype [ 317 ]. This elegant strategy induced TME remodeling, with collagen degradation, and increased the recruitment and infiltration of CD8 T cells into tumor interiors, in a way that also enhanced penetration of anti-PD-1 antibodies. 4. Conclusions and Perspectives The remarkable plasticity displayed by macrophages makes them a key nexus between the immune system and tumor cells. As such, we propose that targeting macrophages may feed the cancer-immunity cycle, initiating a snowball effect that will reshape other stromal compartments and ultimately make the TME favorable to productive antitumor actions of CD8 T cells (Figure 1). ICB, targeting CTLA-4 or the PD-1/PD-L1 axis, has been a game changer in cancer treatments; unfortunately, this therapy prolonged the life of only few cancer patients. In the future, it is expected that ICB will be a backbone therapy for most patients [ 318 ] and therefore it is crucial to improve its efficacy to currently ICB-resistant cancer types. Although this may come in part through the development of novel antagonists of immune checkpoint such as TIM-3, Lag-3, or TIGIT, we believe that this “T-cell centric” approach may provide only limited benefits. Combination approaches may provide better responses; however, in breast cancer, even when associated with neoadjuvant chemotherapy, pembrolizumab, or atezolizumab improved the overall response rate (ORR) of only about 10% compared to chemotherapy as single agent [ 319 – 321 ]. It is likely that the reactivation the CD8 T cells in ICB-resistant solid cancers is only partial due to strong local immunosuppression maintained in the TME by high infiltration of macrophages. For instance, breast cancer patients with low infiltration of CD163 + macrophages achieved a significantly higher rate of pathologic complete response (pCR) to neoadjuvant chemotherapy [ 322 ]. Therefore, we believe that the next breakthrough in cancer treatment may come from triple therapy that will combine ICB and chemotherapy with strategies targeting macrophages. However, and as described in this review, various treatment methods target TAMs and the selection of the best “partner” therapy will require further investigation. Nevertheless, some strategies appear more promising than others. For instance, although attractive and efficient in certain circumstances when associated to chemotherapy [ 23 , 50 ], the strategy of macrophage depletion has several major drawbacks. There is no way to exclusively target the specific macrophage subsets with protumor activities, nor specifically those located in the TME. Thus, the depletion of all macrophages from all tissues has systemic consequences that prevents the prolonged treatment period that is required to sustain macrophage depletion. Peripheral ablation of macrophages is also associated with increased production of monocytes and neutrophils from the bone marrow and treatment cessation is usually associated with a rebound of macrophages in the TME [ 166 ]. Also targeting unique immunosuppressive effects has prevented clinical translation because it fails to limit the cause of these TAM subsets or their other protumoral functions. In our opinion, a more promising approach will be the conversion of TAMs into potent antitumor effectors. In this context, intense investigation is focusing on TLR/STING as well as CD40 agonists, and many have already Cells 2021,10, 2364 20 of 35 shown safety and tolerability as single agents, allowing now for testing their synergistic effects with ICB and chemotherapy (Table S1). In addition, TAMs are key players of several immunotherapies. For instance, the effect of anti-CTLA-4 is dependent on the presence of FcR-expressing TAMs for the elimination of Treg cells in the TME [ 55 ], and the combination PD-1/CTLA-4 relies on the production of CXCL9 by macrophages [ 130 ]. Remarkably, it was shown that macrophages actively participate in tumor clearance in B cell lymphoma treated with rituximab (anti-CD20 mAb) [ 115 ] and HER2+ breast cancer treated with trastuzumab and/or pertuzumab [ 56 ]. As discussed above, it is plausible that CD47 blockers in combination with anti-HER2 trastuzumab (both targeting the tumor cells) will promote ADCC even for patients whose tumors have become resistant and progressed after trastuzumab [ 323 ]. The combination ALX148 + trastuzumab + ramucirumab (VEGFR2) + paclitaxel is being tested in a clinical trial (NCT03013218). Thus, depending on the treatment option combined with macrophage-based immunotherapy, the re-education strategy would be more effective given that macrophages could actively participate in the therapy and induce an efficient antitumor response in the TME. This is in line with the mathematical modeling of T cell–macrophage interactions which determined that macrophage reprogramming into the antitumor subset is the most effective strategy (over depletion or inhibition) [324]. Finally, macrophages display a unique aptitude to penetrate deeply into the core of the tumor, even into hypoxic/necrotic zones, to where antitumor immune cells hardly migrate and cancer therapies are scarcely delivered. This led to the idea of exploiting the macrophage property of intra-tumor invasion by using them as "Trojan Horses" to deliver cytotoxic or stimulatory therapies targeting malignant cells or immune cells, respectively. Using the phagocytic capacity of macrophage to uptake loaded nanoparticles, as a way to deliver therapeutic agents [ 325 ] or cytokines [ 268 ], was already shown to be successful in mouse models to overcome dense fibroblastic and stroma-rich structures that hinder therapeutic delivery to the tumor. Furthermore, although the usage of particles to activate macrophages antitumor properties has been explored for about 40 years [ 326 ] without reaching clinical practice yet, we believe in the potential of this strategy to become a therapeutic reality for cancer patients. The development of nanoparticles made of biomaterial tailored to accurately target and re-educate TAMs may have a lot of potential. In particular, nanoparticles loaded with TLR agonists targeting TAMs are inducing antitumor responses in preclinical models [306]. With all the above, we hope that this review makes the case for turning more attention to developing novel strategies towards programming TAMs as they have clearly emerged as key cancer regulators and potential next-generation immunotherapy targets. Supplementary Materials: The following is available online at https://www.mdpi.com/article/10 .3390/cells10092364/s1, Table S1: Examples of macrophage-targeting drugs currently investigated in cancer-associated clinical trials. Author Contributions: All authors wrote the manuscript and designed the figures. All authors have read and agreed to the published version of the manuscript. Funding: The authors received no external funding for research. Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Acknowledgments: This work was supported by an iMM-Laço research grant and the Fundacão para a Ciência e Tecnologia through a research grant (PTDC/MED-IMU/30948/2017) and a personal fellowship (CEECIND/00697/2018) received by K.S. and a PhD fellowship (SFRH/BD/144792/2019) to C.J. This work was also kindly backed by the COST Action BM1404 Mye-EUNITER (http://www. mye-euniter.eu accessed on 26 November 2018). COST is supported by the EU Framework Program Horizon 2020. Conflicts of Interest: The authors declare no potential conflict of interest. Cells 2021,10, 2364 21 of 35 References 1. Gautier, E.L.; Shay, T.; Miller, J.; Greter, M.; Jakubzick, C.; Ivanov, S.; Helft, J.; Chow, A.; Elpek, K.G.; Gordonov, S.; et al. Geneexpression profiles and transcriptional regulatory pathways that underlie the identity and diversity of mouse tissue macrophages. Nat. Immunol. 2012,13, 1118–1128. [CrossRef] [PubMed] 2. Lavin, Y.; Winter, D.; Blecher-Gonen, R.; David, E.; Keren-Shaul, H.; Merad, M.; Jung, S.; Amit, I. Tissue-resident macrophage enhancer landscapes are shaped by the local microenvironment. Cell 2014,159, 1312–1326. [CrossRef] [PubMed] 3. Odegaard, J.I.; Ricardo-Gonzalez, R.R.; Red Eagle, A.; Vats, D.; Morel, C.R.; Goforth, M.H.; Subramanian, V.; Mukundan, L.; Ferrante, A.W.; Chawla, A. Alternative M2 Activation of Kupffer Cells by PPAR δ Ameliorates Obesity-Induced Insulin Resistance. Cell Metab. 2008,7, 496–507. [CrossRef] 4. Nicolás-Ávila, J.A.; Lechuga-Vieco, A.V.; Esteban-Martínez, L.; Sánchez-Díaz, M.; Díaz-García, E.; Santiago, D.J.; Rubio-Ponce, A.; Li, J.L.Y.; Balachander, A.; Quintana, J.A.; et al. A Network of Macrophages Supports Mitochondrial Homeostasis in the Heart. Cell 2020,183, 94–109.e23. [CrossRef] 5. Krausgruber, T.; Blazek, K.; Smallie, T.; Alzabin, S.; Lockstone, H.; Sahgal, N.; Hussell, T.; Feldmann, M.; Udalova, I.A. IRF5 promotes inflammatory macrophage polarization and TH1-TH17 responses. Nat. Immunol. 2011,12, 231–238. [CrossRef] 6. Iannacone, M.; Moseman, E.A.; Tonti, E.; Bosurgi, L.; Junt, T.; Henrickson, S.E.; Whelan, S.P.; Guidotti, L.G.; Von Andrian, U.H. Subcapsular sinus macrophages prevent CNS invasion on peripheral infection with a neurotropic virus. Nature 2010 ,465, 1079–1083. [CrossRef] 7. Hanahan, D.; Weinberg, R.A. Hallmarks of cancer: The next generation. Cell 2011,144, 646–674. [CrossRef] [PubMed] 8. Gentles, A.; Newman, A.; Liu, C.L.; Bratman, S.; Feng, W.; Kim, D.; Nai, V.; Xu, Y.; Khuong, A.; Hoang, C.; et al. The prognostic landscape of genes and infiltrating immune cells across human cancers. Nat. Med. 2015,21, 938–945. [CrossRef] 9. Thorsson, V.; Gibbs, D.L.; Brown, S.D.; Wolf, D.; Bortone, D.S.; Ou Yang, T.H.; Porta-Pardo, E.; Gao, G.F.; Plaisier, C.L.; Eddy, J.A.; et al. The Immune Landscape of Cancer. Immunity 2018,48, 812–830.e14. [CrossRef] [PubMed] 10. Alexander, P.; Evans, R. Endotoxin and Double Stranded RNA render Macrophages Cytotoxic. Nature 1971 ,232, 76–78. [CrossRef] 11. Luigi, R.; Monte, M. Defective Tumoricidal Capacity of Macrophages from C3H/HeJ Mice. J. Immunol. 1978,120, 329–334. 12. Fidler, I.J.; Schroit, A.J. Recognition and destruction of neoplastic cells by activated macrophages: Discrimination of altered self. BBA Rev. Cancer 1988,948, 151–173. [CrossRef] 13. Heppner, G.H.; Paul, L.A.; Chong, Y.C.; Fulton, A.M. Macrophage-mediated Induction of DNA Strand Breaks in Target Tumor Cells. Cancer Res. 1989,49, 6652–6657. 14. Zhang, Q.; Liu, L.; Gong, C.; Shi, H.; Zeng, Y.; Wang, X. Prognostic Significance of Tumor-Associated Macrophages in Solid Tumor: A Meta-Analysis of the Literature. PLoS ONE 2012,7, e50946. [CrossRef] [PubMed] 15. Honkanen, T.J.; Tikkanen, A.; Karihtala, P.; Mäkinen, M.; Väyrynen, J.P.; Koivunen, J.P. Prognostic and predictive role of tumour-associated macrophages in HER2 positive breast cancer. Sci. Rep. 2019,9, 10961. [CrossRef] [PubMed] 16. Macciò, A.; Gramignano, G.; Cherchi, M.C.; Tanca, L.; Melis, L.; Madeddu, C. Role of M1-polarized tumor-associated macrophages in the prognosis of advanced ovarian cancer patients. Sci. Rep. 2020,10, 6096. [CrossRef] [PubMed] 17. Wyckoff, J.; Wang, W.; Lin, E.Y.; Wang, Y.; Pixley, F.; Stanley, E.R.; Graf, T.; Pollard, J.W.; Segall, J.; Condeelis, J. A paracrine loop between tumor cells and macrophages is required for tumor cell migration in mammary tumors. Cancer Res. 2004 ,64, 7022–7029. [CrossRef] 18. Bieniasz-Krzywiec, P.; Martín-Pérez, R.; Ehling, M.; García-Caballero, M.; Pinioti, S.; Pretto, S.; Kroes, R.; Aldeni, C.; Di Matteo, M.; Prenen, H.; et al. Podoplanin-Expressing Macrophages Promote Lymphangiogenesis and Lymphoinvasion in Breast Cancer. Cell Metab. 2019,30, 917–936.e10. [CrossRef] [PubMed] 19. Nielsen, S.R.; Quaranta, V.; Linford, A.; Emeagi, P.; Rainer, C.; Santos, A.; Ireland, L.; Sakai, T.; Sakai, K.; Kim, Y.S.; et al. Macrophage-secreted granulin supports pancreatic cancer metastasis by inducing liver fibrosis. Nat. Cell Biol. 2016 ,18, 549–560. [CrossRef] [PubMed] 20. La Fleur, L.; Botling, J.; He, F.; Pelicano, C.; Zhou, C.; He, C.; Palano, G.; Mezheyeuski, A.; Micke, P.; Ravetch, J.V.; et al. Targeting MARCO and IL37R on immunosuppressive macrophages in lung cancer blocks regulatory T cells and supports cytotoxic lymphocyte function. Cancer Res. 2021,81, 956–967. [CrossRef] [PubMed] 21. Lin, H.; Wei, S.; Hurt, E.M.; Green, M.D.; Zhao, L.; Vatan, L.; Szeliga, W.; Herbst, R.; Harms, P.W.; Fecher, L.A.; et al. Host expression of PD-L1 determines efficacy of PD-L1 pathway blockade-mediated tumor regression. J. Clin. Investig. 2018 ,128, 1708. [CrossRef] 22. Gordon, S.R.; Maute, R.L.; Dulken, B.W.; Hutter, G.; George, B.M.; McCracken, M.N.; Gupta, R.; Tsai, J.M.; Sinha, R.; Corey, D.; et al. PD-1 expression by tumour-associated macrophages inhibits phagocytosis and tumour immunity. Nature 2017 ,545, 495–499. [CrossRef] [PubMed] 23. Salvagno, C.; Ciampricotti, M.; Tuit, S.; Hau, C.-S.; van Weverwijk, A.; Coffelt, S.B.; Kersten, K.; Vrijland, K.; Kos, K.; Ulas, T.; et al. Therapeutic targeting of macrophages enhances chemotherapy efficacy by unleashing type I interferon response. Nat. Cell Biol. 2019,21, 511–521. [CrossRef] 24. Olson, O.C.; Kim, H.; Quail, D.F.; Foley, E.A.; Joyce, J.A. Tumor-Associated Macrophages Suppress the Cytotoxic Activity of Antimitotic Agents. Cell Rep. 2017,19, 101–113. [CrossRef] Cells 2021,10, 2364 22 of 35 25. Xu, J.; Escamilla, J.; Mok, S.; David, J.; Priceman, S.; West, B.; Bollag, G.; McBride, W.; Wu, L. CSF1R signaling blockade stanches tumor-infiltrating myeloid cells and improves the efficacy of radiotherapy in prostate cancer. Cancer Res. 2013 ,73, 2782–2794. [CrossRef] [PubMed] 26. Chen, D.S.; Mellman, I. Elements of cancer immunity and the cancer-immune set point. Nature 2017 ,541, 321–330. [CrossRef] [PubMed] 27. Chen, D.S.; Mellman, I. Oncology meets immunology: The cancer-immunity cycle. Immunity 2013 ,39, 1–10. [CrossRef] [PubMed] 28. Müller, E.; Christopoulos, P.F.; Halder, S.; Lunde, A.; Beraki, K.; Speth, M.; Øynebråten, I.; Corthay, A. Toll-like receptor ligands and interferon-γsynergize for induction of antitumor M1 macrophages. Front. Immunol. 2017,8, 1383. [CrossRef] 29. Lauterbach, M.A.; Hanke, J.E.; Serefidou, M.; Mangan, M.S.J.; Kolbe, C.C.; Hess, T.; Rothe, M.; Kaiser, R.; Hoss, F.; Gehlen, J.; et al. Toll-like Receptor Signaling Rewires Macrophage Metabolism and Promotes Histone Acetylation via ATP-Citrate Lyase. Immunity 2019,51, 997–1011.e7. [CrossRef] [PubMed] 30. Stein, M.; Keshav, S.; Harris, N.; Gordon, S. Interleukin 4 potently enhances murine macrophage mannose receptor activity: A marker of alternative immunologic macrophage activation. J. Exp. Med. 1992,176, 287–292. [CrossRef] 31. Denardo, D.G.; Barreto, J.B.; Andreu, P.; Vasquez, L.; Tawfik, D.; Kolhatkar, N.; Coussens, L.M. Article CD4 + T Cells Regulate Pulmonary Metastasis of Mammary Carcinomas by Enhancing Protumor Properties of Macrophages. Cancer Cell 2009 ,16, 91–102. [CrossRef] [PubMed] 32. Pantano, F.; Berti, P.; Guida, F.M.; Perrone, G.; Vincenzi, B.; Amato, M.M.C.; Righi, D.; Dell’Aquila, E.; Graziano, F.; Catalano, V.; et al. The role of macrophages polarization in predicting prognosis of radically resected gastric cancer patients. J. Cell. Mol. Med. 2013,17, 1415–1421. [CrossRef] [PubMed] 33. Zhang, M.; He, Y.; Sun, X.; Li, Q.; Wang, W.; Zhao, A.; Di, W. A high M1/M2 ratio of tumor-associated macrophages is associated with extended survival in ovarian cancer patients. J. Ovarian Res. 2014,7, 1–16. [CrossRef] 34. Rakaee, M.; Busund, L.T.R.; Jamaly, S.; Paulsen, E.E.; Richardsen, E.; Andersen, S.; Al-Saad, S.; Bremnes, R.M.; Donnem, T.; Kilvaer, T.K. Prognostic Value of Macrophage Phenotypes in Resectable Non–Small Cell Lung Cancer Assessed by Multiplex Immunohistochemistry. Neoplasia 2019,21, 282–293. [CrossRef] 35. Le Page, C.; Marineau, A.; Bonza, P.K.; Rahimi, K.; Cyr, L.; Labouba, I.; Madore, J.; Delvoye, N.; Mes-Masson, A.M.; Provencher, D.M.; et al. BTN3A2 expression in epithelial ovarian cancer is associated with higher tumor infiltrating T cells and a better prognosis. PLoS ONE 2012,7, e38541. [CrossRef] 36. Yafei, Z.; Jun, G.; Guolan, G. Correlation between macrophage infiltration and prognosis of ovarian cancer-a preliminary study. Biomed. Res. 2016,27, 305–312. 37. Casanova-Acebes, M.; Dalla, E.; Leader, A.M.; LeBerichel, J.; Nikolic, J.; Morales, B.M.; Brown, M.; Chang, C.; Troncoso, L.; Chen, S.T.; et al. Tissue-resident macrophages provide a pro-tumorigenic niche to early NSCLC cells. Nature 2021 ,595, 578–584. [CrossRef] [PubMed] 38. Leek, R.D.; Lewis, C.E.; Whitehouse, R.; Greenall, M.; Clarke, J.; Harris, A.L. Association of Macrophage Infiltration with Angiogenesis and Prognosis in Invasive Breast Carcinomas. Cancer Res. 1996,56, 4625–4629. 39. Farinha, P.; Masoudi, H.; Skinnider, B.F.; Shumansky, K.; Spinelli, J.J.; Gill, K.; Klasa, R.; Voss, N.; Connors, J.M.; Gascoyne, R.D. Analysis of multiple biomarkers shows that lymphoma-associated macrophage (LAM) content is an independent predictor of survival in follicular lymphoma (FL). Blood 2005,106, 2169–2174. [CrossRef] [PubMed] 40. Di Caro, G.; Cortese, N.; Castino, G.F.; Grizzi, F.; Gavazzi, F.; Ridolfi, C.; Capretti, G.; Mineri, R.; Todoric, J.; Zerbi, A.; et al. Dual prognostic significance of tumour-Associated macrophages in human pancreatic adenocarcinoma treated or untreated with chemotherapy. Gut 2015,65, 1710–1720. [CrossRef] 41. Hanada, T.; Nakagawa, M.; Emoto, A.; Nomura, T.; Nasu, N.; Nomura, Y. Prognostic value of tumor-associated macrophage count in human bladder cancer. Int. J. Urol. 2000,7, 263–269. [CrossRef] [PubMed] 42. Ishigami, S. Tumor-associated macrophage (TAM) infiltration in gastric cancer. Anticancer Res. 2003,23, 4079–4083. 43. Kumar, A.T.; Knops, A.; Swendseid, B.; Martinez-Outschoom, U.; Harshyne, L.; Philp, N.; Rodeck, U.; Luginbuhl, A.; Cognetti, D.; Johnson, J.; et al. Prognostic Significance of Tumor-Associated Macrophage Content in Head and Neck Squamous Cell Carcinoma: A Meta-Analysis. Front. Oncol. 2019,9, 1–10. [CrossRef] [PubMed] 44. Forssell, J.; Öberg, Å.; Henriksson, M.L.; Stenling, R.; Jung, A.; Palmqvist, R. High macrophage infiltration along the tumor front correlates with improved survival in colon cancer. Clin. Cancer Res. 2007,13, 1472–1479. [CrossRef] [PubMed] 45. Shimura, S.; Yang, G.; Ebara, S.; Wheeler, T.M.; Frolov, A.; Thompson, T.C. Reduced infiltration of tumor-associated macrophages in human prostate cancer: Association with cancer progression. Cancer Res. 2000,60, 5857–5861. [PubMed] 46. Welsh, T.J.; Green, R.H.; Richardson, D.; Waller, D.A.; O’Byrne, K.J.; Bradding, P. Macrophage and mast-cell invasion of tumor cell islets confers a marked survival advantage in non-small-cell lung cancer. J. Clin. Oncol. 2005,23, 8959–8967. [CrossRef] 47. Buddingh, E.P.; Kuijjer, M.L.; Duim, R.A.J.; Bürger, H.; Agelopoulos, K.; Myklebost, O.; Serra, M.; Mertens, F.; Hogendoorn, P.C.W.; Lankester, A.C.; et al. Tumor-infiltrating macrophages are associated with metastasis suppression in high-grade osteosarcoma: A rationale for treatment with macrophage activating agents. Clin. Cancer Res. 2011,17, 2110–2119. [CrossRef] 48. Wu, P.; Wu, D.; Zhao, L.; Huang, L.; Chen, G.; Shen, G.; Huang, J.; Chai, Y. Inverse role of distinct subsets and distribution of macrophage in lung cancer prognosis: A meta-analysis. Oncotarget 2016,7, 40451–40460. [CrossRef] Cells 2021,10, 2364 23 of 35 49. Satoshi, O.; Hiroyuki, I.; Dipok, K.D.; Toshiyuki, F.; Shuhei, U.; Mitsuo, T.; Nobutaka, S.; Masaki, I.; Gen-Ichiro, S.; Naofumi, N. The degree of macrophage infiltration into the cancer cell nest is a significant predictor of survival in gastric cancer patients. Anticancer Res. 2003,23, 5015–5022. 50. Ruffell, B.; Chang-Strachan, D.; Chan, V.; Rosenbusch, A.; Ho, C.M.T.; Pryer, N.; Daniel, D.; Hwang, E.S.; Rugo, H.S.; Coussens, L.M. Macrophage IL-10 Blocks CD8+ T Cell-Dependent Responses to Chemotherapy by Suppressing IL-12 Expression in Intratumoral Dendritic Cells. Cancer Cell 2014,26, 623–637. [CrossRef] [PubMed] 51. Houthuijzen, J.M.; Daenen, L.G.M.; Roodhart, J.M.L.; Oosterom, I.; Van Jaarsveld, M.T.M.; Govaert, K.M.; Smith, M.E.; Sadatmand, S.J.; Rosing, H.; Kruse, F.; et al. Lysophospholipids secreted by splenic macrophages induce chemotherapy resistance via interference with the DNA damage response. Nat. Commun. 2014,5, 1–10. [CrossRef] 52. Shree, T.; Olson, O.C.; Elie, B.T.; Kester, J.C.; Garfall, A.L.; Simpson, K.; Bell-Mcguinn, K.M.; Zabor, E.C.; Brogi, E.; Joyce, J.A. Macrophages and cathepsin proteases blunt chemotherapeutic response in breast cancer. Genes Dev. 2011 ,25, 2465–2479. [CrossRef] [PubMed] 53. Weizman, N.; Krelin, Y.; Shabtay-Orbach, A.; Amit, M.; Binenbaum, Y.; Wong, R.J.; Gil, Z. Macrophages mediate gemcitabine resistance of pancreatic adenocarcinoma by upregulating cytidine deaminase. Oncogene 2014,33, 3812–3819. [CrossRef] 54. Malesci, A.; Bianchi, P.; Celesti, G.; Basso, G.; Marchesi, F.; Grizzi, F.; Di Caro, G.; Cavalleri, T.; Rimassa, L.; Palmqvist, R.; et al. Tumor-associated macrophages and response to 5-fluorouracil adjuvant therapy in stage III colorectal cancer. Oncoimmunology 2017,6, e1342918. [CrossRef] [PubMed] 55. Simpson, T.R.; Li, F.; Montalvo-Ortiz, W.; Sepulveda, M.A.; Bergerhoff, K.; Arce, F.; Roddie, C.; Henry, J.Y.; Yagita, H.; Wolchok, J.D.; et al. Fc-dependent depletion of tumor-infiltrating regulatory T cells co-defines the efficacy of anti–CTLA-4 therapy against melanoma. J. Exp. Med. 2013,210, 1695–1710. [CrossRef] 56. Tsao, L.C.; Crosby, E.J.; Trotter, T.N.; Agarwal, P.; Hwang, B.J.; Acharya, C.; Shuptrine, C.W.; Wang, T.; Wei, J.; Yang, X.; et al. CD47 blockade augmentation of trastuzumab antitumor efficacy dependent on antibody-dependent cellular phagocytosis. JCI Insight 2019,4, e131882. [CrossRef] 57. Mills, C.D.; Kincaid, K.; Alt, J.M.; Heilman, M.J.; Hill, A.M. M-1/M-2 Macrophages and the Th1/Th2 Paradigm. J. Immunol. 2000 , 164, 6166–6173. [CrossRef] 58. Azizi, E.; Carr, A.J.; Plitas, G.; Cornish, A.E.; Konopacki, C.; Prabhakaran, S.; Nainys, J.; Wu, K.; Kiseliovas, V.; Setty, M.; et al. Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment. Cell 2018 ,174, 1293–1308.e36. [CrossRef] 59. Zilionis, R.; Engblom, C.; Pfirschke, C.; Savova, V.; Zemmour, D.; Saatcioglu, H.D.; Krishnan, I.; Maroni, G.; Meyerovitz, C.V.; Kerwin, C.M.; et al. Single-Cell Transcriptomics of Human and Mouse Lung Cancers Reveals Conserved Myeloid Populations across Individuals and Species. Immunity 2019,50, 1317–1334.e10. [CrossRef] [PubMed] 60. Zhang, L.; Li, Z.; Skrzypczynska, K.M.; Fang, Q.; Zhang, W.; O’Brien, S.A.; He, Y.; Wang, L.; Zhang, Q.; Kim, A.; et al. Single-Cell Analyses Inform Mechanisms of Myeloid-Targeted Therapies in Colon Cancer. Cell 2020,181, 442–459.e29. [CrossRef] 61. Cheng, S.; Li, Z.; Gao, R.; Xing, B.; Gao, Y.; Yang, Y.; Qin, S.; Zhang, L.; Ouyang, H.; Du, P.; et al. A pan-cancer single-cell transcriptional atlas of tumor infiltrating myeloid cells. Cell 2021,184, 792–809.e23. [CrossRef] [PubMed] 62. Katzenelenbogen, Y.; Sheban, F.; Yalin, A.; Yofe, I.; Svetlichnyy, D.; Jaitin, D.A.; Bornstein, C.; Moshe, A.; Keren-Shaul, H.; Cohen, M.; et al. Coupled scRNA-Seq and Intracellular Protein Activity Reveal an Immunosuppressive Role of TREM2 in Cancer. Cell 2020,182, 872–885.e19. [CrossRef] [PubMed] 63. Hua, F.; Tian, Y.; Gao, Y.; Li, C.; Liu, X. Colony-stimulating factor 1 receptor inhibition blocks macrophage infiltration and endometrial cancer cell proliferation. Mol. Med. Rep. 2019,19, 3139–3147. [CrossRef] 64. Ueno, T.; Toi, M.; Saji, H.; Muta, M.; Bando, H.; Kuroi, K.; Koike, M.; Inadera, H.; Matsushima, K. Significance of macrophage chemoattractant protein-1 in macrophage recruitment, angiogenesis, and survival in human breast cancer. Clin. Cancer Res. 2000 , 6, 3282–3289. 65. Walens, A.; DiMarco, A.V.; Lupo, R.; Kroger, B.R.; Damrauer, J.S.; Alvarez, J.V. CCL5 promotes breast cancer recurrence through macrophage recruitment in residual tumors. bioRxiv 2019, 584979. [CrossRef] [PubMed] 66. Araujo, J.M.; Gomez, A.C.; Aguilar, A.; Salgado, R.; Balko, J.M.; Bravo, L.; Doimi, F.; Bretel, D.; Morante, Z.; Flores, C.; et al. Effect of CCL5 expression in the recruitment of immune cells in triple negative breast cancer. Sci. Rep. 2018 ,8, 1–9. [CrossRef] [PubMed] 67. Mrowietz, U.; Schwenk, U.; Maune, S.; Bartels, J.; Küpper, M.; Fichtner, I.; Schröder, J.-M.; Schadendorf, D. The Chemokine RANTES is secreted by human melanoma cells and is associated with enhanced tumour formation in nude mice. Br. J. Cancer 1999,79, 1025–1031. [CrossRef] 68. Carroll, M.J.; Kapur, A.; Felder, M.; Patankar, M.S.; Kreeger, P.K. M2 macrophages induce ovarian cancer cell proliferation via a heparin binding epidermal growth factor/matrix metalloproteinase 9 intercellular feedback loop. Oncotarget 2016 ,7, 86608–86620. [CrossRef] [PubMed] 69. Rigo, A.; Gottardi, M.; Zamò, A.; Mauri, P.; Bonifacio, M.; Krampera, M.; Damiani, E.; Pizzolo, G.; Vinante, F. Macrophages may promote cancer growth via a GM-CSF/HB-EGF paracrine loop that is enhanced by CXCL12. Mol. Cancer 2010 ,9, 1–13. [CrossRef] 70. Kuan, E.L.; Ziegler, S.F. A tumor-myeloid cell axis, mediated via the cytokines IL-1 α and TSLP, promotes the progression of breast cancer. Nat. Immunol. 2018,19, 366–374. [CrossRef] [PubMed] 71. Zhang, D.; Qiu, X.; Li, J.; Zheng, S.; Li, L.; Zhao, H. TGFβ secreted by tumor-associated macrophages promotes proliferation and invasion of colorectal cancer via miR-34a-VEGF axis. Cell Cycle 2018,17, 2766–2778. [CrossRef] Cells 2021,10, 2364 24 of 35 72. Rei, M.; Gonçalves-Sousa, N.; Lança, T.; Thompson, R.G.; Mensurado, S.; Balkwill, F.R.; Kulbe, H.; Pennington, D.J.; Silva-Santos, B. Murine CD27(-) V γ 6(+) γδ T cells producing IL-17A promote ovarian cancer growth via mobilization of protumor small peritoneal macrophages. Proc. Natl. Acad. Sci. USA 2014,27, 3562–3570. [CrossRef] [PubMed] 73. Lin, E.Y.; Li, J.F.; Gnatovskiy, L.; Deng, Y.; Zhu, L.; Grzesik, D.A.; Qian, H.; Xue, X.N.; Pollard, J.W. Macrophages regulate the angiogenic switch in a mouse model of breast cancer. Cancer Res. 2006,66, 11238–11246. [CrossRef] 74. Cho, H.R.; Kumari, N.; Thi Vu, H.; Kim, H.; Park, C.K.; Choi, S.H. Increased Antiangiogenic Effect by Blocking CCL2-dependent Macrophages in a Rodent Glioblastoma Model: Correlation Study with Dynamic Susceptibility Contrast Perfusion MRI. Sci. Rep. 2019,9, 1–12. [CrossRef] [PubMed] 75. Berse, B.; Brown, L.F.; Van de Water, L.; Dvorak, H.F.; Senger, D.R. Vascular permeability factor (vascular endothelial growth factor) gene is expressed differentially in normal tissues, macrophages, and tumors. Mol. Biol. Cell 1992 ,3, 211–220. [CrossRef] [PubMed] 76. Martinet, Y.; Bitterman, P.B.; Mornex, J.F.; Grotendorst, G.R.; Martin, G.R.; Crystal, R.G. Activated human monocytes express the c-sis proto-oncogene and release a mediator showing PDGF-like activity. Nature 1986,319, 158–160. [CrossRef] [PubMed] 77. Lewis, J.S.; Landers, R.J.; Underwood, J.C.E.; Harris, A.L.; Lewis, C.E. Expression of vascular endothelial growth factor by macrophages is up-regulated in poorly vascularized areas of breast carcinomas. J. Pathol. 2000,192, 150–158. [CrossRef] 78. De Palma, M.; Venneri, M.A.; Galli, R.; Sergi, L.S.; Politi, L.S.; Sampaolesi, M.; Naldini, L. Tie2 identifies a hematopoietic lineage of proangiogenic monocytes required for tumor vessel formation and a mesenchymal population of pericyte progenitors. Cancer Cell 2005,8, 211–226. [CrossRef] [PubMed] 79. Mazzieri, R.; Pucci, F.; Moi, D.; Zonari, E.; Ranghetti, A.; Berti, A.; Politi, L.S.; Gentner, B.; Brown, J.L.; Naldini, L.; et al. Targeting the ANG2/TIE2 Axis Inhibits Tumor Growth and Metastasis by Impairing Angiogenesis and Disabling Rebounds of Proangiogenic Myeloid Cells. Cancer Cell 2011,19, 512–526. [CrossRef] 80. Sica, A.; Saccani, A.; Bottazzi, B.; Polentarutti, N.; Vecchi, A.; Van Damme, J.; Mantovani, A. Autocrine Production of IL-10 Mediates Defective IL-12 Production and NFκ B Activation in Tumor-Associated Macrophages. J. Immunol. 2000 ,164, 762–767. [CrossRef] 81. Hsiao, Y.W.; Li, C.F.; Chi, J.Y.; Tseng, J.T.; Chang, Y.; Hsu, L.J.; Lee, C.H.; Chang, T.H.; Wang, S.M.; Wang, D.D.H.; et al. CCAAT/Enhancer binding protein d in macrophages contributes to immunosuppression and inhibits phagocytosis in nasopharyngeal carcinoma. Sci. Signal. 2013,6, 1–13. [CrossRef] 82. Baseler, W.A.; Davies, L.C.; Quigley, L.; Ridnour, L.A.; Weiss, J.M.; Hussain, S.P.; Wink, D.A.; McVicar, D.W. Autocrine IL-10 functions as a rheostat for M1 macrophage glycolytic commitment by tuning nitric oxide production. Redox Biol. 2016 ,10, 12–23. [CrossRef] [PubMed] 83. Lindenberg, J.J.; van de Ven, R.; Lougheed, S.M.; Zomer, A.; Santegoets, S.J.; Griffioen, A.W.; Hooijberg, E.; van den Eertwegh, A.J.M.; Thijssen, V.L.; Scheper, R.J.; et al. Functional characterization of a STAT3-dependent dendritic cell-derived CD14 + cell population arising upon IL-10-driven maturation. Oncoimmunology 2013,2, e23837. [CrossRef] 84. Thomas, D.A.; Massagué, J. TGFβ directly targets cytotoxic T cell functions during tumor evasion of immune surveillance. Cancer Cell 2005,8, 369–380. [CrossRef] 85. Gunderson, A.J.; Yamazaki, T.; McCarty, K.; Fox, N.; Phillips, M.; Alice, A.; Blair, T.; Whiteford, M.; O’Brien, D.; Ahmad, R.; et al. TGFβsuppresses CD8+ T cell expression of CXCR3 and tumor trafficking. Nat. Commun. 2020,11, 1–13. [CrossRef] 86. Wang, D.; Yang, L.; Yue, D.; Cao, L.; Li, L.; Wang, D.; Ping, Y.; Shen, Z.; Zheng, Y.; Wang, L.; et al. Macrophage-derived CCL22 promotes an immunosuppressive tumor microenvironment via IL-8 in malignant pleural effusion. Cancer Lett. 2019 ,452, 244–253. [CrossRef] [PubMed] 87. Gonzalez-Junca, A.; Driscoll, K.E.; Pellicciotta, I.; Du, S.; Lo, C.H.; Roy, R.; Parry, R.; Tenvooren, I.; Marquez, D.M.; Spitzer, M.H.; et al. Autocrine TGF β is a survival factor for monocytes and drives immunosuppressive lineage commitment. Cancer Immunol. Res. 2019,7, 306–320. [CrossRef] [PubMed] 88. Holmgaard, R.B.; Zamarin, D.; Lesokhin, A.; Merghoub, T.; Wolchok, J.D. Targeting myeloid-derived suppressor cells with colony stimulating factor-1 receptor blockade can reverse immune resistance to immunotherapy in indoleamine 2,3-dioxygenaseexpressing tumors. EBioMedicine 2016,6, 50–58. [CrossRef] [PubMed] 89. Wang, X.F.; Wang, H.S.; Wang, H.; Zhang, F.; Wang, K.F.; Guo, Q.; Zhang, G.; Cai, S.H.; Du, J. The role of indoleamine 2,3dioxygenase (IDO) in immune tolerance: Focus on macrophage polarization of THP-1 cells. Cell. Immunol. 2014 ,289, 42–48. [CrossRef] [PubMed] 90. Grzywa, T.M.; Sosnowska, A.; Matryba, P.; Rydzynska, Z.; Jasinski, M.; Nowis, D.; Golab, J. Myeloid Cell-Derived Arginase in Cancer Immune Response. Front. Immunol. 2020,11, 1–24. [CrossRef] 91. Chang, C.I.; Liao, J.C.; Kuo, L. Macrophage arginase promotes tumor cell growth and suppresses nitric oxide-mediated tumor cytotoxicity. Cancer Res. 2001,61, 1100–1106. 92. Petty, A.J.; Dai, R.; Lapalombella, R.; Baiocchi, R.A.; Benson, D.M.; Li, Z.; Huang, X.; Yang, Y. Hedgehog-induced PD-L1 on tumor-associated macrophages is critical for suppression of tumor-infiltrating CD8+ T cell function. JCI Insight 2021 ,6, e146707. [CrossRef] 93. Wei, C.; Yang, C.; Wang, S.; Shi, D.; Zhang, C.; Lin, X.; Liu, Q.; Dou, R.; Xiong, B. Crosstalk between cancer cells and tumor associated macrophages is required for mesenchymal circulating tumor cell-mediated colorectal cancer metastasis. Mol. Cancer 2019,18, 1–23. [CrossRef] [PubMed] Cells 2021,10, 2364 25 of 35 94. Bonde, A.K.; Tischler, V.; Kumar, S.; Soltermann, A.; Schwendener, R.A. Intratumoral macrophages contribute to epithelialmesenchymal transition in solid tumors. BMC Cancer 2012,12, 35. [CrossRef] 95. Harney, A.S.; Arwert, E.N.; Entenberg, D.; Wang, Y.; Qian, B.; Oktay, M.H.; Pollard, J.W.; Jones, J.G.; Condeelis, J.S. Real-time imaging reveals local, transient vascular permeability and tumor cell intravasation stimulated by Tie2Hi macrophage-derived VEGFA. Cancer Discov. 2015,5, 932–943. [CrossRef] [PubMed] 96. Lin, E.Y.; Nguyen, A.V.; Russell, R.G.; Pollard, J.W. Colony-stimulating factor 1 promotes progression of mammary tumors to malignancy. J. Exp. Med. 2001,193, 727–739. [CrossRef] [PubMed] 97. Qian, B.; Deng, Y.; Im, J.H.; Muschel, R.J.; Zou, Y.; Li, J.; Lang, R.A.; Pollard, J.W. A distinct macrophage population mediates metastatic breast cancer cell extravasation, establishment and growth. PLoS ONE 2009,4, e6562. [CrossRef] [PubMed] 98. Ma, R.Y.; Zhang, H.; Li, X.F.; Zhang, C.B.; Selli, C.; Tagliavini, G.; Lam, A.D.; Prost, S.; Sims, A.H.; Hu, H.Y.; et al. Monocyte-derived macrophages promote breast cancer bone metastasis outgrowth. J. Exp. Med. 2020,217, e20191820. [CrossRef] 99. Qian, B.Z.; Li, J.; Zhang, H.; Kitamura, T.; Zhang, J.; Campion, L.R.; Kaiser, E.A.; Snyder, L.A.; Pollard, J.W. CCL2 recruits inflammatory monocytes to facilitate breast-tumour metastasis. Nature 2011,475, 222–225. [CrossRef] 100. Kitamura, T.; Qian, B.Z.; Soong, D.; Cassetta, L.; Noy, R.; Sugano, G.; Kato, Y.; Li, J.; Pollard, J.W. CCL2-induced chemokine cascade promotes breast cancer metastasis by enhancing retention of metastasis-associated macrophages. J. Exp. Med. 2015 ,212, 1043–1059. [CrossRef] 101. Kitamura, T.; Kato, Y.; Brownlie, D.; Soong, D.Y.H.; Sugano, G.; Kippen, N.; Li, J.; Doughty-Shenton, D.; Carragher, N.; Pollard, J.W. Mammary tumor cells with high metastatic potential are hypersensitive to macrophage-derived HGF. Cancer Immunol. Res. 2019,7, 2052–2064. [CrossRef] 102. Brownlie, D.; Doughty-Shenton, D.; Yh Soong, D.; Nixon, C.; O Carragher, N.; M Carlin, L.; Kitamura, T. Metastasis-associated macrophages constrain antitumor capability of natural killer cells in the metastatic site at least partially by membrane bound transforming growth factor β.J. Immunother. Cancer 2021,9, 1–12. [CrossRef] [PubMed] 103. Lee, C.C.; Lin, J.C.; Hwang, W.L.; Kuo, Y.J.; Chen, H.K.; Tai, S.K.; Lin, C.C.; Yang, M.H. Macrophage-secreted interleukin-35 regulates cancer cell plasticity to facilitate metastatic colonization. Nat. Commun. 2018,9, 3763. [CrossRef] 104. Seyfried, T.N.; Huysentruyt, L.C. On the Origin of Cancer Metastasis. Crit. Rev. Oncog. 2013,18, 43–73. [CrossRef] 105. De Vos Van Steenwijk, P.J.; Ramwadhdoebe, T.H.; Goedemans, R.; Doorduijn, E.M.; Van Ham, J.J.; Gorter, A.; Van Hall, T.; Kuijjer, M.L.; Van Poelgeest, M.I.E.; Van Der Burg, S.H.; et al. Tumor-infiltrating CD14-positive myeloid cells and CD8-positive T-cells prolong survival in patients with cervical carcinoma. Int. J. Cancer 2013,133, 2884–2894. [CrossRef] [PubMed] 106. Kinouchi, M.; Miura, K.; Mizoi, T.; Ishida, K.; Fujibuchi, W.; Sasaki, H.; Ohnuma, S.; Saito, K.; Katayose, Y.; Naitoh, T.; et al. Infiltration of CD40-positive tumor-associated macrophages indicates a favorable prognosis in colorectal cancer patients. Hepatogastroenterology. hepatogastroenterology 2013,60, 83–88. 107. Goossens, P.; Rodriguez-Vita, J.; Etzerodt, A.; Masse, M.; Rastoin, O.; Gouirand, V.; Ulas, T.; Papantonopoulou, O.; Van Eck, M.; Auphan-Anezin, N.; et al. Membrane Cholesterol Efflux Drives Tumor-Associated Macrophage Reprogramming and Tumor Progression. Cell Metab. 2019,29, 1376–1389.e4. [CrossRef] 108. Huynh, M.L.N.; Fadok, V.A.; Henson, P.M. Phosphatidylserine-dependent ingestion of apoptotic cells promotes TGFβ 1 secretion and the resolution of inflammation. J. Clin. Investig. 2002,109, 41–50. [CrossRef] [PubMed] 109. Fadok, V.A.; Bratton, D.L.; Konowal, A.; Freed, P.W.; Westcott, J.Y.; Henson, P.M. Macrophages that have ingested apoptotic cells in vitro inhibit proinflammatory cytokine production through autocrine/paracrine mechanisms involving TGFβ , PGE2, and PAF. J. Clin. Investig. 1998,101, 890–898. [CrossRef] 110. Ogden, C.A.; DeCathelineau, A.; Hoffmann, P.R.; Bratton, D.; Fadok, B.; Ghebrehiwet, V.A.; Henson, P.M. C1q and mannose binding lectin engagement of cell surface calreticulin and CD91 initiates macropinocytosis and uptake of apoptotic cells. J. Exp. Med. 2001,194, 781–795. [CrossRef] [PubMed] 111. Garg, A.D.; Krysko, D.V.; Verfaillie, T.; Kaczmarek, A.; Ferreira, G.B.; Marysael, T.; Rubio, N.; Firczuk, M.; Mathieu, C.; Roebroek, A.J.M.; et al. A novel pathway combining calreticulin exposure and ATP secretion in immunogenic cancer cell death. EMBO J. 2012,31, 1062–1079. [CrossRef] 112. Takizawa, F.; Tsujialb, S.; Nagasawa, S. Enhancement of macrophage phagocytosis upon iC3b deposition on apoptotic cells. FEBS Lett. 1996,397, 269–272. [CrossRef] 113. Oldenborg, P.A.; Zheleznyak, A.; Fang, Y.F.; Lagenaur, C.F.; Gresham, H.D.; Lindberg, F.P. Role of CD47 as a marker of self on red blood cells. Science 2000,288, 2051–2054. [CrossRef] 114. Roehle, K.; Qiang, L.; Ventre, K.S.; Heid, D.; Ali, L.R.; Lenehan, P.; Heckler, M.; Crowley, S.J.; Stump, C.T.; Ro, G.; et al. cIAP1/2 antagonism eliminates MHC class I–negative tumors through T cell–dependent reprogramming of mononuclear phagocytes. Sci. Transl. Med. 2021,13, eabf5058. [CrossRef] 115. Grandjean, C.L.; Garcia, Z.; Lemaître, F.; Bréart, B.; Bousso, P. Imaging the mechanisms of anti-CD20 therapy in vivo uncovers spatiotemporal bottlenecks in antibody-dependent phagocytosis. Sci. Adv. 2021,7, eabd6167. [CrossRef] 116. Sugita, J.; Ohtani, H.; Mizoi, T.; Saito, K.; Shiiba, K.; Sasaki, I.; Matsuno, S.; Yagita, H.; Miyazawa, M.; Nagura, H. Close association between Fas ligand (FasL: CD95L)-positive tumor-associated macrophages and apoptotic cancer cells along invasive margin of colorectal carcinoma: A proposal on tumor-host interactions. Jpn. J. Cancer Res. 2002,93, 320–328. [CrossRef] Cells 2021,10, 2364 32 of 35 246. Shetab Boushehri, M.A.; Abdel-Mottaleb, M.M.A.; Béduneau, A.; Pellequer, Y.; Lamprecht, A. A nanoparticle-based approach to improve the outcome of cancer active immunotherapy with lipopolysaccharides. Drug Deliv. 2018 ,25, 1414–1425. [CrossRef] [PubMed] 247. Davis, M.B.; Vasquez-Dunddel, D.; Fu, J.; Albesiano, E.; Pardoll, D.; Kim, Y.J. Intratumoral administration of TLR4 agonist absorbed into a cellular vector improves antitumor responses. Clin. Cancer Res. 2011,17, 3984–3992. [CrossRef] 248. Singh, M.; Khong, H.; Dai, Z.; Huang, X.-F.; Wargo, J.A.; Cooper, Z.A.; Vasilakos, J.P.; Hwu, P.; Overwijk, W.W. Effective Innate and Adaptive Antimelanoma Immunity through Localized TLR7/8 Activation. J. Immunol. 2014,193, 4722–4731. [CrossRef] 249. Rodell, C.B.; Arlauckas, S.P.; Cuccarese, M.F.; Garris, C.S.; Li, R.; Ahmed, M.S.; Kohler, R.H.; Pittet, M.J.; Weissleder, R. TLR7/8agonist-loaded nanoparticles promote the polarization of tumour-associated macrophages to enhance cancer immunotherapy. Nat. Biomed. Eng. 2018,2, 578–588. [CrossRef] [PubMed] 250. Li, H.; Somiya, M.; Kuroda, S. Enhancing antibody-dependent cellular phagocytosis by Re-education of tumor-associated macrophages with resiquimod-encapsulated liposomes. Biomaterials 2021,268, 120601. [CrossRef] [PubMed] 251. Dahal, L.N.; Gadd, A.; Edwards, A.D.; Cragg, M.S.; Beers, S.A. UC-1V150, a potent TLR7 agonist capable of activating macrophages and potentiating mAb-mediated target cell deletion. Scand. J. Immunol. 2018,87, e12666. [CrossRef] 252. Wu, Q.-L.; Buhtoiarov, I.N.; Sondel, P.M.; Rakhmilevich, A.L.; Ranheim, E.A. Tumoricidal Effects of Activated Macrophages in a Mouse Model of Chronic Lymphocytic Leukemia. J. Immunol. 2009,182, 6771–6778. [CrossRef] 253. Liu, M.; O’Connor, R.S.; Trefely, S.; Graham, K.; Snyder, N.W.; Beatty, G.L. Metabolic rewiring of macrophages by CpG potentiates clearance of cancer cells and overcomes tumor-expressed CD47 − mediated ‘don’t-eat-me’ signal. Nat. Immunol. 2019 ,20, 265–275. [CrossRef] [PubMed] 254. Zheng, L.; Hu, X.; Wu, H.; Mo, L.; Xie, S.; Li, J.; Peng, C.; Xu, S.; Qiu, L.; Tan, W. In Vivo Monocyte/Macrophage-Hitchhiked Intratumoral Accumulation of Nanomedicines for Enhanced Tumor Therapy. J. Am. Chem. Soc. 2020 ,142, 382–391. [CrossRef] [PubMed] 255. Nikoofal-Sahlabadi, S.; Matbou Riahi, M.; Sadri, K.; Badiee, A.; Nikpoor, A.R.; Jaafari, M.R. Liposomal CpG-ODN: An in vitro and in vivo study on macrophage subtypes responses, biodistribution and subsequent therapeutic efficacy in mice models of cancers. Eur. J. Pharm. Sci. 2018,119, 159–170. [CrossRef] [PubMed] 256. Chen, L.; Zhou, L.; Wang, C.; Han, Y.; Lu, Y.; Liu, J.; Hu, X.; Yao, T.; Lin, Y.; Liang, S.; et al. Tumor-Targeted Drug and CpG Delivery System for Phototherapy and Docetaxel-Enhanced Immunotherapy with Polarization toward M1-Type Macrophages on Triple Negative Breast Cancers. Adv. Mater. 2019,31, 1904997. [CrossRef] 257. Hu, J.; Xu, J.; Li, M.; Zhang, Y.; Yi, H.; Chen, J.; Dong, L.; Zhang, J.; Huang, Z. Targeting Lymph Node Sinus Macrophages to Inhibit Lymph Node Metastasis. Mol. Ther. Nucleic Acids 2019,16, 650–662. [CrossRef] 258. Zhou, B.; Li, C.; Yang, Y.; Wang, Z. Rig-i promotes cell death in hepatocellular carcinoma by inducing m1 polarization of perineal macrophages through the rig-i/mavs/nf-κb pathway. Onco. Targets. Ther. 2020,13, 8783–8794. [CrossRef] 259. Das, M.; Shen, L.; Liu, Q.; Goodwin, T.J.; Huang, L. Nanoparticle Delivery of RIG-I Agonist Enables Effective and Safe Adjuvant Therapy in Pancreatic Cancer. Mol. Ther. 2019,27, 507–517. [CrossRef] 260. Jacobson, M.E.; Wang-Bishop, L.; Becker, K.W.; Wilson, J.T. Delivery of 5 0 -triphosphate RNA with endosomolytic nanoparticles potently activates RIG-I to improve cancer immunotherapy. Biomater. Sci. 2019,7, 547–559. [CrossRef] 261. Yu, J.; Deng, H.; Xu, Z. Targeting macrophage priming by polyphyllin VII triggers anti-tumor immunity via STING-governed cytotoxic T-cell infiltration in lung cancer. Sci. Rep. 2020,10, 21360. [CrossRef] [PubMed] 262. Steeg, P.S.; Moore, R.N.; Johnson, H.M.; Oppenheim, J.J. Regulation of murine macrophage la antigen expression by a lymphokine with immune interferon activity. J. Exp. Med. 1982,156, 1780–1793. [CrossRef] [PubMed] 263. Gemsa, D.; Debatin, K.; Kramer, W.; Kubelka, C.; Deimann, W.; Kees, U.; Krammer, P. Macrophage-activating factors from different T cell clones induce distinct macrophage functions. J. Immunol. 1983,131, 833–844. [PubMed] 264. Lohmann-Matthes, M.; Ziegler, F.G.; Fischer, H. Macrophage cytotoxicity factor. A product of in vitro sensitized thymusdependent cells. Eur. J. Immunol. 1973,3, 156–158. [CrossRef] [PubMed] 265. Castro, F.; Cardoso, A.P.; Gonçalves, R.M.; Serre, K.; Oliveira, M.J. Interferon-gamma at the crossroads of tumor immune surveillance or evasion. Front. Immunol. 2018,9, 847. [CrossRef] 266. Castro, F.; Pinto, M.L.; Almeida, R.; Pereira, F.; Silva, A.M.; Pereira, C.L.; Santos, S.G.; Barbosa, M.A.; Gonçalves, R.M.; Oliveira, M.J. Chitosan/poly( γ -glutamic acid) nanoparticles incorporating IFNγ for immune response modulation in the context of colorectal cancer. Biomater. Sci. 2019,7, 3386–3403. [CrossRef] [PubMed] 267. Cardoso, A.P.; Gonçalves, R.M.; Antunes, J.C.; Pinto, M.L.; Pinto, A.T.; Castro, F.; Monteiro, C.; Barbosa, M.A.; Oliveira, M.J. An interferonγ -delivery system based on chitosan/poly( γ -glutamic acid) polyelectrolyte complexes modulates macrophage-derived stimulation of cancer cell invasion in vitro. Acta Biomater. 2015,23, 157–171. [CrossRef] 268. Wyatt Shields, C.; Evans, M.A.; Wang, L.L.W.; Baugh, N.; Iyer, S.; Wu, D.; Zhao, Z.; Pusuluri, A.; Ukidve, A.; Pan, D.C.; et al. Cellular backpacks for macrophage immunotherapy. Sci. Adv. 2020,6, eaaz6579. [CrossRef] 269. Hori, K.; Ehrke, M.J.; Mace, K.; Maccubbin, D.; Doyle, M.J.; Otsuka, Y.; Mihich, E. Effect of Recombinant Human Tumor Necrosis Factor on the Induction of Murine Macrophage Tumoricidal Activity. Cancer Res. 1987,47, 2793–2798. 270. Grunhagen, D.J.; De Wilt, J.H.W.; Graveland, W.J.; Verhoef, C.; Van Geel, A.N.; Eggermont, A.M.M. Outcome and prognostic factor analysis of 217 consecutive isolated limb perfusions with tumor necrosis factorα and melphalan for limb-threatening soft tissue sarcoma. Cancer 2006,106, 1776–1784. [CrossRef] Cells 2021,10, 2364 33 of 35 271. Alexander, H.R.; Bartlett, D.L.; Libutti, S.K.; Pingpank, J.F.; Fraker, D.L.; Royal, R.; Steinberg, S.M.; Helsabeck, C.B.; Beresneva, T.H. Analysis of factors associated with outcome in patients undergoing isolated hepatic perfusion for unresectable liver metastases from colorectal center. Ann. Surg. Oncol. 2009,16, 1852–1859. [CrossRef] [PubMed] 272. Farma, J.M.; Puhlmann, M.; Soriano, P.A.; Cox, D.; Paciotti, G.F.; Tamarkin, L.; Alexander, H.R. Direct evidence for rapid and selective induction of tumor neovascular permeability by tumor necrosis factor and a novel derivative, colloidal gold bound tumor necrosis factor. Int. J. Cancer 2007,120, 2474–2480. [CrossRef] 273. Herman, J.M.; Wild, A.T.; Wang, H.; Tran, P.T.; Chang, K.J.; Taylor, G.E.; Donehower, R.C.; Pawlik, T.M.; Ziegler, M.A.; Cai, H.; et al. Randomized phase iii multi-institutional study of tnferade biologic with fluorouracil and radiotherapy for locally advanced pancreatic cancer: Final results. J. Clin. Oncol. 2013,31, 886–894. [CrossRef] [PubMed] 274. Danielli, R.; Patuzzo, R.; Di Giacomo, A.M.; Gallino, G.; Maurichi, A.; Di Florio, A.; Cutaia, O.; Lazzeri, A.; Fazio, C.; Miracco, C.; et al. Intralesional administration of L19-IL2/L19-TNF in stage III or stage IVM1a melanoma patients: Results of a phase II study. Cancer Immunol. Immunother. 2015,64, 999–1009. [CrossRef] 275. Havunen, R.; Kalliokoski, R.; Siurala, M.; Sorsa, S.; Santos, J.M.; Cervera-Carrascon, V.; Anttila, M.; Hemminki, A. CytokineCoding Oncolytic Adenovirus TILT-123 Is Safe, Selective, and Effective as a Single Agent and in Combination with Immune Checkpoint Inhibitor Anti-PD-1. Cells 2021,10, 246. [CrossRef] 276. Cervera-Carrascon, V.; Quixabeira, D.C.A.; Santos, J.M.; Havunen, R.; Zafar, S.; Hemminki, O.; Heiniö, C.; Munaro, E.; Siurala, M.; Sorsa, S.; et al. Tumor microenvironment remodeling by an engineered oncolytic adenovirus results in improved outcome from PD-L1 inhibition. Oncoimmunology 2020,9, 1761229. [CrossRef] 277. Imaizumi, K.; Kawabe, T.; Ichiyama, S.; Kikutani, H.; Yagita, H.; Shimokata, K.; Hasegawa, Y. Enhancement of tumoricidal activity of alveolar macrophages via CD40CD40 ligand interaction. Am. J. Physiol. Lung Cell. Mol. Physiol. 1999,277, 49–57. [CrossRef] 278. Buhtoiarov, I.N.; Lum, H.; Berke, G.; Paulnock, D.M.; Sondel, P.M.; Rakhmilevich, A.L. CD40 Ligation Activates Murine Macrophages via an IFNγ -Dependent Mechanism Resulting in Tumor Cell Destruction In Vitro. J. Immunol. 2005 ,174, 6013–6022. [CrossRef] [PubMed] 279. Lum, H.; Buhtoiarov, I.; Schmidt, B.; Berke, G.; Paulnock, D.; Sondel, P.; Rakhmilevich, A. In vivo CD40 ligation can induce T cell-independent antitumor effects that involve macrophages. J. Leukoc. Biol. 2006,79, 1181–1192. [CrossRef] [PubMed] 280. Buhtoiarov, I.N.; Lum, H.D.; Berke, G.; Sondel, P.M.; Rakhmilevich, A.L. Synergistic Activation of Macrophages via CD40 and TLR9 Results in T Cell Independent Antitumor Effects. J. Immunol. 2006,176, 309–318. [CrossRef] [PubMed] 281. Shi, Y.; Felder, M.A.R.; Sondel, P.M.; Rakhmilevich, A.L. Synergy of anti-CD40, CpG and MPL in activation of mouse macrophages. Mol. Immunol. 2015,66, 208–215. [CrossRef] 282. Beatty, G.L.; Chiorean, E.G.; Fishman, M.P.; Saboury, B.; Teitelbaum, U.R.; Sun, W.; Huhn, R.D.; Song, W.; Li, D.; Sharp, L.L.; et al. CD40 agonists alter tumor stroma and show efficacy against pancreatic carcinoma in mice and humans. Science 2011 ,331, 1612–1616. [CrossRef] 283. Diggs, L.P.; Ruf, B.; Ma, C.; Heinrich, B.; Cui, L.; Zhang, Q.; McVey, J.C.; Wabitsch, S.; Heinrich, S.; Rosato, U.; et al. CD40-mediated immune cell activation enhances response to anti-PD1 in murine intrahepatic cholangiocarcinoma. J. Hepatol. 2020 ,74, 1145–1154. [CrossRef] 284. Leblond, M.M.; Tillé, L.; Nassiri, S.; Gilfillan, C.B.; Imbratta, C.; Schmittnaegel, M.; Ries, C.H.; Speiser, D.E.; Verdeil, G. CD40 Agonist Restores the Antitumor Efficacy of Anti-PD1 Therapy in Muscle-Invasive Bladder Cancer in an IFN I/II-Mediated Manner. Cancer Immunol. Res. 2020,8, 1180–1192. [CrossRef] 285. Winograd, R.; Byrne, K.T.; Evans, R.A.; Odorizzi, P.M.; Meyer, A.R.L.; Bajor, D.L.; Clendenin, C.; Stanger, B.Z.; Furth, E.E.; Wherry, E.J.; et al. Induction of T-cell Immunity Overcomes Complete Resistance to PD-1 and CTLA-4 Blockade and Improves Survival in Pancreatic Carcinoma. Cancer Immunol. Res. 2015,3, 399–411. [CrossRef] [PubMed] 286. Ma, H.S.; Poudel, B.; Torres, E.R.; Sidhom, J.W.; Robinson, T.M.; Christmas, B.; Scott, B.; Cruz, K.; Woolman, S.; Wall, V.Z.; et al. A CD40 Agonist and PD-1 Antagonist Antibody Reprogram the Microenvironment of Nonimmunogenic Tumors to Allow T-cell–Mediated Anticancer Activity. Cancer Immunol. Res. 2019,7, 428–442. [CrossRef] [PubMed] 287. Van Overmeire, E.; Stijlemans, B.; Heymann, F.; Keirsse, J.; Morias, Y.; Elkrim, Y.; Brys, L.; Abels, C.; Lahmar, Q.; Ergen, C.; et al. M-CSF and GM-CSF receptor signaling differentially regulate monocyte maturation and macrophage polarization in the tumor microenvironment. Cancer Res. 2016,76, 35–42. [CrossRef] [PubMed] 288. Wiehagen, K.R.; Girgis, N.M.; Yamada, D.H.; Smith, A.A.; Chan, S.R.; Grewal, I.S.; Quigley, M.; Verona, R.I. Combination of CD40 agonism and CSF-1R blockade reconditions tumor-associated macrophages and drives potent antitumor immunity. Cancer Immunol. Res. 2017,5, 1109–1121. [CrossRef] 289. Perry, C.J.; Muñoz-Rojas, A.R.; Meeth, K.M.; Kellman, L.N.; Amezquita, R.A.; Thakral, D.; Du, V.Y.; Wang, J.X.; Damsky, W.; Kuhlmann, A.L.; et al. Myeloid-targeted immunotherapies act in synergy to induce inflammation and antitumor immunity. J. Exp. Med. 2018,215, 877–893. [CrossRef] [PubMed] 290. Hoves, S.; Ooi, C.-H.; Wolter, C.; Sade, H.; Bissinger, S.; Schmittnaegel, M.; Ast, O.; Giusti, A.M.; Wartha, K.; Runza, V.; et al. Rapid activation of tumor-associated macrophages boosts preexisting tumor immunity. J. Exp. Med. 2018,215, 859–876. [CrossRef] 291. MacHiels, J.P.; Gomez-Roca, C.; Michot, J.M.; Zamarin, D.; Mitchell, T.; Catala, G.; Eberst, L.; Jacob, W.; Jegg, A.M.; Cannarile, M.A.; et al. Phase Ib study of anti-CSF-1R antibody emactuzumab in combination with CD40 agonist selicrelumab in advanced solid tumor patients. J. Immunother. Cancer 2020,8, e001153. [CrossRef] Cells 2021,10, 2364 34 of 35 292. Razak, A.R.A.; Cleary, J.M.; Moreno, V.; Boyer, M.; Calvo Aller, E.; Edenfield, W.; Tie, J.; Harvey, R.D.; Rutten, A.; Shah, M.A.; et al. Safety and efficacy of AMG 820, an anti-colony-stimulating factor 1 receptor antibody, in combination with pembrolizumab in adults with advanced solid tumors. J. Immunother. Cancer 2020,8, e001006. [CrossRef] 293. Gomez-Roca, C.A.; Italiano, A.; Le Tourneau, C.; Cassier, P.A.; Toulmonde, M.; D’Angelo, S.P.; Campone, M.; Weber, K.L.; Loirat, D.; Cannarile, M.A.; et al. Phase i study of emactuzumab single agent or in combination with paclitaxel in patients with advanced/metastatic solid tumors reveals depletion of immunosuppressive M2-like macrophages. Ann. Oncol. 2019 ,30, 1381–1392. [CrossRef] 294. Dhupkar, P.; Gordon, N.; Stewart, J.; Kleinerman, E.S. Anti-PD-1 therapy redirects macrophages from an M2 to an M1 phenotype inducing regression of OS lung metastases. Cancer Med. 2018,7, 2654–2664. [CrossRef] [PubMed] 295. Yun, J.; Yu, G.; Hu, P.; Chao, Y.; Li, X.; Chen, X.; Wei, Q.; Wang, J. PD-1 expression is elevated in monocytes from hepatocellular carcinoma patients and contributes to CD8 T cell suppression. Immunol. Res. 2020,68, 436–444. [CrossRef] [PubMed] 296. Strauss, L.; Mahmoud, M.A.A.; Weaver, J.D.; Tijaro-ovalle, N.M.; Christofides, A.; Wang, Q.; Pal, R.; Yuan, M.; Asara, J.; Patsoukis, N.; et al. Targeted deletion of PD-1 promotes anti-tumor immunity. Sci. Immunol. 2020,1863, 1–15. 297. Hanafy, M.S.; Hufnagel, S.; Trementozzi, A.N.; Sakran, W.; Stachowiak, J.C.; Koleng, J.J.; Cui, Z. PD-1 siRNA-Encapsulated Solid Lipid Nanoparticles Downregulate PD-1 Expression by Macrophages and Inhibit Tumor Growth. AAPS PharmSciTech 2021 ,22, 60. [CrossRef] [PubMed] 298. Zhao, T.; Wei, T.; Guo, J.; Wang, Y.; Shi, X.; Guo, S.; Jia, X.; Jia, H.; Feng, Z. PD-1-siRNA delivered by attenuated Salmonella enhances the antimelanoma effect of pimozide. Cell Death Dis. 2019,10, 164. [CrossRef] [PubMed] 299. Zhao, T.; Feng, Y.; Guo, M.; Zhang, C.; Wu, Q.; Chen, J.; Guo, S.; Liu, S.; Zhou, Q.; Wang, Z.; et al. Combination of attenuated Salmonella carrying PD-1 siRNA with nifuroxazide for colon cancer therapy. J. Cell. Biochem. 2020,121, 1973–1985. [CrossRef] 300. Georgoudaki, A.M.; Prokopec, K.E.; Boura, V.F.; Hellqvist, E.; Sohn, S.; Östling, J.; Dahan, R.; Harris, R.A.; Rantalainen, M.; Klevebring, D.; et al. Reprogramming Tumor-Associated Macrophages by Antibody Targeting Inhibits Cancer Progression and Metastasis. Cell Rep. 2016,15, 2000–2011. [CrossRef] 301. Larionova, I.; Tuguzbaeva, G.; Ponomaryova, A.; Stakheyeva, M.; Cherdyntseva, N.; Pavlov, V.; Choinzonov, E.; Kzhyshkowska, J. Tumor-Associated Macrophages in Human Breast, Colorectal, Lung, Ovarian and Prostate Cancers. Front. Oncol. 2020 ,10, 1–34. [CrossRef] [PubMed] 302. Ahn, J.; Xia, T.; Rabasa Capote, A.; Betancourt, D.; Barber, G.N. Extrinsic Phagocyte-Dependent STING Signaling Dictates the Immunogenicity of Dying Cells. Cancer Cell 2018,33, 862–873.e5. [CrossRef] [PubMed] 303. Nadella, V.; Singh, S.; Jain, A.; Jain, M.; Vasquez, K.M.; Sharma, A.; Tanwar, P.; Rath, G.K.; Prakash, H. Low dose radiation primed iNOS + M1 macrophages modulate angiogenic programming of tumor derived endothelium. Mol. Carcinog. 2018 ,57, 1664–1671. [CrossRef] 304. Teresa Pinto, A.; Laranjeiro Pinto, M.; Patrícia Cardoso, A.; Monteiro, C.; Teixeira Pinto, M.; Filipe Maia, A.; Castro, P.; Figueira, R.; Monteiro, A.; Marques, M.; et al. Ionizing radiation modulates human macrophages towards a pro-inflammatory phenotype preserving their pro-invasive and pro-angiogenic capacities. Sci. Rep. 2016,6, 18765. [CrossRef] [PubMed] 305. Klug, F.; Prakash, H.; Huber, P.E.; Seibel, T.; Bender, N.; Halama, N.; Pfirschke, C.; Voss, R.H.; Timke, C.; Umansky, L.; et al. Low-Dose Irradiation Programs Macrophage Differentiation to an iNOS+/M1 Phenotype that Orchestrates Effective T Cell Immunotherapy. Cancer Cell 2013,24, 589–602. [CrossRef] 306. Castro, F.; Pinto, M.L.; Pereira, C.L.; Serre, K.; Barbosa, M.A.; Vermaelen, K.; Gärtner, F.; Gonçalves, R.M.; de Wever, O.; Oliveira, M.J. Chitosan/ γ -PGA nanoparticles-based immunotherapy as adjuvant to radiotherapy in breast cancer. Biomaterials 2020 ,257, 120218. [CrossRef] 307. Leblond, M.M.; Pérès, E.A.; Helaine, C.; Gérault, A.N.; Moulin, D.; Anfray, C.; Divoux, D.; Petit, E.; Bernaudin, M.; Valable, S. M2 macrophages are more resistant than M1 macrophages following radiation therapy in the context of glioblastoma. Oncotarget 2017,8, 72597–72612. [CrossRef] 308. Meng, Y.; Beckett, M.A.; Liang, H.; Mauceri, H.J.; Van Rooijen, N.; Cohen, K.S.; Weichselbaum, R.R. Blockade of tumor necrosis factor αsignaling in tumor-associated macrophages as a radiosensitizing strategy. Cancer Res. 2010,70, 1534–1543. [CrossRef] 309. Zhang, L.; Tian, L.; Dai, X.; Yu, H.; Wang, J.; Lei, A.; Zhu, M.; Xu, J.; Zhao, W.; Zhu, Y.; et al. Pluripotent stem cell-derived CAR-macrophage cells with antigen-dependent anti-cancer cell functions. J. Hematol. Oncol. 2020,13, 153. [CrossRef] 310. Klichinsky, M.; Ruella, M.; Shestova, O.; Lu, X.M.; Best, A.; Zeeman, M.; Schmierer, M.; Gabrusiewicz, K.; Anderson, N.R.; Petty, N.E.; et al. Human chimeric antigen receptor macrophages for cancer immunotherapy. Nat. Biotechnol. 2020 ,38, 947–953. [CrossRef] 311. Brempelis, K.J.; Cowan, C.M.; Kreuser, S.A.; Labadie, K.P.; Prieskorn, B.M.; Lieberman, N.A.P.; Ene, C.I.; Moyes, K.W.; Chinn, H.; Degolier, K.R.; et al. Genetically engineered macrophages persist in solid tumors and locally deliver therapeutic proteins to activate immune responses. J. Immunother. Cancer 2020,8, e001356. [CrossRef] 312. Gardell, J.L.; Matsumoto, L.R.; Chinn, H.; Degolier, K.R.; Kreuser, S.A.; Prieskorn, B.; Balcaitis, S.; Davis, A.; Ellenbogen, R.G.; Crane, C.A. Human macrophages engineered to secrete a bispecific T cell engager support antigen-dependent T cell responses to glioblastoma. J. Immunother. Cancer 2020,8, e001202. [CrossRef] [PubMed] 313. Dong, Y.; Zhang, S.; Gao, X.; Yin, D.; Wang, T.; Li, Z.; Wan, Z.; Wei, M.; Luo, Y.; Yang, G.; et al. HIF1 α epigenetically repressed macrophages via CRISPR/Cas9-EZH2 system for enhanced cancer immunotherapy. Bioact. Mater. 2021 ,6, 2870–2880. [CrossRef] [PubMed] Cells 2021,10, 2364 35 of 35 314. Guerriero, J.L.; Sotayo, A.; Ponichtera, H.E.; Castrillon, J.A.; Pourzia, A.L.; Schad, S.; Johnson, S.F.; Carrasco, R.D.; Lazo, S.; Bronson, R.T.; et al. Class IIa HDAC inhibition reduces breast tumours and metastases through anti-tumour macrophages. Nature 2017,543, 428–432. [CrossRef] [PubMed] 315. Sun, P.; Wang, H.; He, Z.; Chen, X.; Wu, Q.; Chen, W.; Sun, Z.; Weng, M.; Zhu, M.; Ma, D.; et al. Fasting inhibits colorectal cancer growth by reducing M2 polarization of tumor-associated macrophages. Oncotarget 2017,8, 74649–74660. [CrossRef] 316. Ding, L.; Liang, G.; Yao, Z.; Zhang, J.; Liu, R.; Chen, H.; Zhou, Y.; Wu, H.; Yang, B.; He, Q. Metformin prevents cancer metastasis by inhibiting M2-like polarization of tumor associated macrophages. Oncotarget 2015,6, 36441–36455. [CrossRef] [PubMed] 317. Wei, Z.; Zhang, X.; Yong, T.; Bie, N.; Zhan, G.; Li, X.; Liang, Q.; Li, J.; Yu, J.; Huang, G.; et al. Boosting anti-PD-1 therapy with metformin-loaded macrophage-derived microparticles. Nat. Commun. 2021,12, 440. [CrossRef] [PubMed] 318. Melero, I.; Berman, D.M.; Aznar, M.A.; Korman, A.J.; Luis, J.; Gracia, P.; Haanen, J. Evolving synergistic combinations of targeted immunotherapies to combat cancer. Nat. Rev. Cancer 2015,15, 457–472. [CrossRef] 319. Nanda, R.; Liu, M.C.; Yau, C.; Shatsky, R.; Pusztai, L.; Wallace, A.; Chien, A.J.; Forero-torres, A.; Ellis, E.; Han, H.; et al. Effect of Pembrolizumab Plus Neoadjuvant Chemotherapy on Pathologic Complete Response in Women With Early-Stage Breast Cancer: An Analysis of the Ongoing Phase 2 Adaptively Randomized I-SPY2 Trial. JAMA Oncol. 2020,6, 676–684. [CrossRef] 320. Schmid, P.; Cortes, J.; Pusztai, L.; McArthur, H.; Kümmel, S.; Bergh, J.; Denkert, C.; Park, Y.H.; Hui, R.; Harbeck, N.; et al. Pembrolizumab for Early Triple-Negative Breast Cancer. N. Engl. J. Med. 2020,382, 810–821. [CrossRef] 321. Schmid, P.; Adams, S.; Rugo, H.S.; Schneeweiss, A.; Barrios, C.H.; Iwata, H.; Diéras, V.; Hegg, R.; Im, S.-A.; Wright, G.S.; et al. Atezolizumab and Nab-paclitaxel in advanced triple-negative breast cancer. N. Engl. J. Med. 2018,379, 2108–2121. [CrossRef] 322. Ye, J.; Wang, X.; Shi, J.; Yin, X.; Chen, C.; Chen, Y.; Wu, H.; Jiong, S. Tumor-associated macrophages are associated with response to neoadjuvant chemotherapy and poor outcomes in patients with triple-negative breast cancer. J. Cancer 2021 ,12, 2886. [CrossRef] 323. Upton, R.; Banuelos, A.; Feng, D.; Biswas, T.; Kao, K.; Mckenna, K. Combining CD47 blockade with trastuzumab eliminates HER2-positive breast cancer cells and overcomes trastuzumab tolerance. Proc. Natl. Acad. Sci. USA 2021 ,118, e2026849118. [CrossRef] [PubMed] 324. Cess, C.G.; Finley, S.D. Multi-scale modeling of macrophage—T cell interactions within the tumor microenvironment. PLoS Comput. Biol. 2020,16, e1008519. [CrossRef] 325. Choi, M.R.; Stanton-Maxey, K.J.; Stanley, J.K.; Levin, C.S.; Bardhan, R.; Akin, D.; Badve, S.; Sturgis, J.; Robinson, J.P.; Bashir, R.; et al. A cellular trojan horse for delivery of therapeutic nanoparticles into tumors. Nano Lett. 2007,7, 3759–3765. [CrossRef] 326. Poste, G.; Kirsh, R.; Fogler, W.E.; Fidler, I.J. Activation of tumoricidal properties in macrophages by lymphokines encapsulated in liposomes. Cancer Res. 1982,1, 73–77.