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Tumor Discovery                                                         Monocytes from single-cell analysis



            CD117, C-type lectin CLEC12A and CD64. Besides, in   explained by polarization theory. M2 macrophages are
            contrast to mouse cMoPs, human cMoPs express CD135, a   classified into four subsets and are activated through
            cytokine receptor and early hematopoietic marker .  different mechanisms. On the other side, another report
                                                    [55]
              Using single-cell transcriptome profiling on the   may  contradict  previous findings.  Franklin  et al.  found
            re-granulocyte-macrophage  progenitor  (pre-GM),   that  RBPJ  (an  important transcriptional  regulator of
            Drissen et al. identified different differentiation pathways   the Notch  signaling pathway) was fundamental for the
                                                                                                           [64]
            of myeloid cells . To be specific, they found that mast   differentiation of inflammatory monocytes into TAM .
                         [56]
            cells, eosinophils, megakaryocytes, and erythroid cells are   TAMs are phenotypically and functionally different from
                                                                                                      hi
                                                                                                            hi
            generated through a pathway expressing the gene encoding   the  traditional  M2  TAMs  (defined  as  MHCII CD11b
            the transcription factor GATA-1, while monocytes along   cells) in the mouse model of mammary cancer. This is
            with neutrophils and lymphocytes are generated through   unexpected because IL-4 produced by other immune cells
            a pathway lacking expression of that gene. This indicates a   in the TME is thought to be fundamental for polarization
                                                                                                −/−
                                                                     [65]
                                                                                                        -
            new pattern of an early hematopoietic-lineage bifurcation   into M2 . In addition, they found that IL4  MMTVPyMT
            that separates the myeloid lineages.               mouse model of mammary tumor had normal proportions
                                                               of CD11b Vcam1  TAMs. Taken together, these results
                                                                             +
                                                                       lo
              CSF-1 tightly correlates with tissue morphogenesis .   indicate that TAMs might not be M2 and not be generated
                                                        [57]
            Soluble CSF-1 in TME makes macrophages trophic to tumor   secondary to the adaptive immune response against tumors.
            cells, and CSF-1 and interleukin (IL)-6 impede the maturation
            of DCs together. CSF-1 expressed on the surface of tumor   In addition, contrary to our traditional knowledge about
            cells along with IL-4, IL-12, IL-13, and GM-CSF promotes   polarized macrophage subsets,  a recent study has found
            maturation of DCs. IL-4, IL-10, IL-13, and other cytokines in   that macrophages, which were generated from monocytes
                                                                                            +
            the TME can activate TAMs and promote different immune   in vitro and underwent classical (LPS IFN-γ) or alternative
            responses . Taken together, the molecular cytokines in the   (IL-4) activation, are not equivalent to M1 and M2
                   [58]
            microenvironment fundamentally dictate whether TAMs   macrophages, respectively. The discrepancy might explain
            promote or inhibit tumor progression . M1 macrophages   why most surface markers identified on macrophages in
                                          [3]
            can be activated in response to microbial products, interferon   vitro do not translate into in vivo situations. Hence, more
                                                                                                 [66]
            gamma (IFN-γ), tumor necrosis factor alpha (TNF-α), and   valid markers of in vivo M1/M2 are needed .
            GM-CSF, followed by activation of Toll-like receptor signaling   The  reason  that  monocytes  preferentially
            pathways . A single-cell transcriptomic study that analyzed   differentiate into immunosuppressive TAMs rather than
                   [39]
            DCs and monocytes of 333 individuals suffering from single   immunostimulatory DCs is a subject of investigation.
            lymph node melanoma metastasis revealed that IFN-γ signature   The unclear mechanisms underlying the preferential
            and 227-gene signature are highly positively correlated. They   differentiation pathway have become a barrier for
            also found that different immune mononuclear phagocytes   immunotherapies, especially in solid tumor treatment.
            shared a conserved steady-state program during differentiation   Retinoic acid (RA) has been identified as a signal that induces
            and entry into healthy tissue .                    tissue-specific localization and functional polarization of
                                 [59]
              Cytokines including IL-4, IL-13, IL-10, IL-33, and IL-21,   peritoneal macrophages through the reversible induction
                                                                                       [67]
            transforming growth factor beta (TGF-β), M-CSF/CSF-1,   of transcription factor GATA6 . In 2016, a study showed
            and glucocorticoids induce M2 activation programs [4,39,60] .   that an in vitro treatment of sarcoma-bearing mice with
            Michielon  et al.  had  established  an  in vitro  three-  all-trans RA (ATRA) eliminated monocytic MDSCs and
            dimensional (3D) organotypic human melanoma-in-skin   dampened the immune-suppressive role of MDSCs. This
            model and revealed that IL-10 is partly responsible for the   indicates that ATRA synergizing with disialoganglioside-
            transformation of monocytes into M2-like macrophages   chimeric antigen receptor (CAR) T cells would be more
                                                                                                    [60]
            (defined as CD163  PD-L1 ) . Furthermore, monocytes   effective in fighting against sarcoma xenografts . In 2020,
                           +
                                  + [61]
            orchestrated GM-CSF and IL-4 stimulation, resulting in   Devalaraja et al. revealed that TME induced tumor cells to
            a mode-  and time-dependent differentiation relying on   secrete RA, which skews monocyte differentiation toward
            nuclear receptor corepressor 2 (NCOR2), a transcriptional   macrophages rather than DCs. This also highlights the
            regulator . IL-1β also regulates the TAM/macrophage   potential of the combination of RA signaling blockade and
                   [62]
                                                                                                          [68]
            polarization by regulating expression of intercellular   anti-PD-1 therapy in enhancing the treatment efficacy .
            adhesion molecule 1 (ICAM-1) and vascular cell adhesion   The  verification of  some  of the  above-mentioned
            molecule 1 (VCAM-1) in glioblastoma .              mechanisms by single-cell analysis yielded new findings to
                                           [63]
              As mentioned previously, macrophages undergo a   help with our understanding of the origin, function and
            continuum of functional states that cannot be simply   related signaling pathways for differentiation of TAMs

            Volume 1 Issue 1 (2022)                         5                         https://doi.org/10.36922/td.v1i1.4
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