Abstract
Induced pluripotent stem cells (iPSCs) represent a valuable cell source able to give rise to different cell types of the body. Among the various pathways of iPSC differentiation, the differentiation into macrophages is a recently developed and rapidly growing technique. Macrophages play a key role in the control of host homeostasis. Their dysfunction underlies many diseases, including hereditary, infectious, oncological, metabolic and other disorders. Targeting macrophage activity and developing macrophage-based cell therapy represent promising tools for the treatment of many pathological conditions. Macrophages generated from human iPSCs (iMphs) provide great opportunities in these areas. The generation of iMphs is based on a step-wise differentiation of iPSCs into mesoderm, hematopoietic progenitors, myeloid monocyte-like cells and macrophages. The technique allows to obtain standardizable populations of human macrophages from any individual, scale up macrophage production and introduce genetic modifications, which gives significant advantages over the standard source of human macrophages, monocyte-derived macrophages. The spectrum of iMph applications is rapidly growing. iMphs have been successfully used to model hereditary diseases and macrophage-pathogen interactions, as well as to test drugs. iMph use for cell therapy is another promising and rapidly developing area of research. The principles and the details of iMph generation have recently been reviewed. This review systemizes current and prospective iMph applications and discusses the problem of iMph safety and other issues that need to be explored before iMphs become clinically applicable.
Keywords: Induced pluripotent stem cells, Macrophages, Macrophages derived from induced pluripotent stem cells, Disease modeling, Cell therapy, Host–pathogen interactions
Introduction
Since the pioneering research by S. Yamanaka’s laboratory [1] that described transcriptional factors able to convert mature somatic cells into pluripotent cells, iPSCs started to be widely used to generate a wide variety of specialized cell types. One of the actively developed directions is the differentiation of iPSCs into innate immune cells, particularly, into macrophages.
Macrophages play a key role in the control of host homeostasis. The function relies on the high phagocytic and secretory activities of macrophages, which underlie their capacity to eliminate invading pathogens, clear dead and transformed self-cells, induce inflammatory reactions, as well as control exaggerated immune responses, and mediate tissue repair [2–5]. The multifaceted actions of macrophages depend on their capacity to sense the surrounding milieu and fine-tune their own functional state in such a way as to regulate the changing environment. Depending on the environmental cues, macrophages may acquire various multiple states, which simplistically are usually divided into two main types, M1-like or pro-inflammatory and M2-like or anti-inflammatory (or alternatively-activated). M1-like macrophages are formed in response to IFN-γ, TNF, granulocyte–macrophage colony-stimulating factor (GM-CSF) and various pathogen-derived signals (primarily, lipopolysaccharide (LPS)); the cells produce elevated levels of pro-inflammatory factors, such as TNF, IL-1β and IL-12, implement effective antigen presentation and costimulation, as well as mediate protective anti-infectious and anti-cancer responses. M2-like macrophages develop under the action of macrophage colony-stimulating factor (M-CSF), IL-4, IL-13, IL-10, TGF-β, immune complexes, glucocorticoids or a combination of some of these stimuli; depending on the inducing factors, different subtypes of M2-like macrophages are identified. The cells produce factors favoring Th2 response, mediate wound healing and tissue regeneration (for a detailed review of the current understanding of M1-M2 paradigm see [6–12]). Serious impairment of macrophage functions or disbalance between their pro- and anti-inflammatory activities underlie the pathogenesis of many diseases, including infections, cancer, cardiovascular, metabolic, neurodegenerative, autoimmune and hereditary disorders [9, 13–19]. This makes macrophages an attractive therapeutic target and a promising cell therapy tool and sets the task of developing adequate approaches to generating macrophages and learning how to expand their production ex vivo and to modulate their activity in a desired way.
Until recently, macrophages derived from peripheral blood monocytes (monocyte-derived macrophages, MDMs) were the main source of human macrophages [20]. Lately, approaches to generating macrophages (iMphs) from pluripotent stem cells, either induced or embryonic, were developed and were shown to have several advantages over the MDM model (discussed below). Over the last few years, the number of studies aimed at iMph generation and analysis has been rapidly growing, leading to the appearance of new effective protocols of iMph differentiation, a deeper understanding of iMph biology and the emergence of new promising iMph applications. Recently, we have reviewed the principles and methodological aspects of iMph generation [21]. Here, we systemize the most actively developed areas of human iMph studies and discuss the prospects and limitations in this context.
Principles of iMph generation and the advantages of the model
The principles of iMph generation rely on the iPSC capacity to give rise to different germ layers, including mesoderm. Once mesoderm is formed, the cells are cultured in conditions that favor the generation of hematopoietic progenitors (HPPs), their myeloid specification and iMph terminal differentiation. To drive the iMph differentiation process, various protocols have been elaborated and are currently used (reviewed in [21]). Their variety can be reduced to four main types.
In OP9-based protocols, iPSCs are cultured in the presence of mouse bone marrow OP9 stromal cells until HPPs are generated; HPPs are then cultured in the presence of M-CSF or GM-CSF to induce myeloid specification and iMph formation [22–25]. The use of xenogeneic stromal cells reduces the reproducibility and clinical applicability of the protocols, and therefore OP9-independent protocols are currently preferred.
In OP9-independent protocols, mesoderm and hemogenic endothelium (HE) are induced using two different approaches, i.e., through the formation of embryoid bodies (EBs) or EB-independently (Fig. 1).
EBs are 3D cell structures capable of differentiating into all three germ layers, i.e., ectoderm, mesoderm and endoderm. To generate EBs, iPSCs are cultured in low-adherent conditions which favor cell–cell interactions and EB formation. Within EBs, mesoderm and HE may form spontaneously, in the absence of any exogenously added factors (“spontaneous” EB-based protocols, EB-S) [26–33]. However, to enhance mesoderm/HE formation and increase the efficacy of iMph generation, some authors perform EB formation in the presence of exogenous mesoderm/HE inducing factors, such as BMP4, VEGFA and SCF (EB-based factor-assisted protocols, EB-F). The subsequent generation of HPPs and myeloid monocyte-like cells may be driven by culturing EBs in the presence of only two cytokines, IL-3 and M-CSF [27, 34–36], or by adding more complex mixes of exogenous factors, which sequentially lead the cells through the hematopoietic and myeloid differentiation stages (e.g., VEGFA, SCF, FGF2, FLT3L, TPO, IL-3, M-CSF) and result to the formation of monocyte-like cells [37–39].
Some protocols induce mesoderm without forming EBs (2D factor-dependent protocols, 2D-F). In these protocols, iPSCs are cultured on matrix-coated plates, and all differentiation stages, starting from the stage of mesoderm formation, are induced by multiple exogenous factors (such as BMP4, CHIR99021, Activin A, VEGFA, FGF2, SCF, IL-6, IL-3, M-CSF et al.). These factors, being added to the cultures sequentially and in different combinations, drive cells through mesoderm/HE --> HPPs --> myeloid cell differentiation pathway [40–43].
In most types of protocols, the last differentiation stage consists in the cultivation of myeloid cells in the presence of M-CSF and results in the formation of terminally differentiated iMphs [26, 27, 29–43].
iMphs obtained using different protocols have a typical macrophage morphology (large vacuolated cells with pseudopodia), express a typical macrophage phenotype (CD14+CD11b+CD45+) and execute the main macrophage functions, such as phagocytosis and the secretion of pro- and anti-inflammatory cytokines (reviewed in [21, 44] and [27–29, 37, 45–47]).
Because iPSCs can easily be obtained from adult somatic cells and have a high self-renewal capacity, the differentiation of macrophages from iPSCs potentially allows to obtain iMphs from any individual, of any genetic background, in unlimited quantities and it also allows to standardize iMph populations. Furthermore, it is relatively easy to edit iPSCs genetically, which makes it possible to generate genetically manipulated iMphs. Other advantages of iMphs include their scalability and potential clinical applicability. In this context, there are differences between different types of protocols, which need to be briefly summarized (reviewed in detail in [21]).
EB-S protocols are relatively cheap and least labor-intensive, but they have insufficient reproducibility due to a poor control of the initial differentiation stage. Additionally, they are not clinically applicable due to the use of xeno-dependent and chemically-undefined conditions. 2D-F protocols provide full control over the differentiation process and are clinically applicable due to the use of xeno-free and chemically defined conditions. However, they are labor-intensive, highly expensive and difficult to scale up as they are based on adhesive cultures. EB-F protocols, especially those in which myeloid differentiation is driven by only two factors, IL-3 and M-CSF, combine the main advantages of EB-S and 2D-F approaches, i.e., reproducibility, clinical applicability, cost and labor efficacy. The yield of the resulting iMph population is another important parameter to consider. Unfortunately, so far, yield efficacy of different protocols has not been compared side-by-side. However, EB-S and EB-F protocols have been shown to be scalable to bioreactor [46] and spinner [35] cultures, which is an important benefit, especially for clinical applications.
Overall, the availability, scalability, standardizability and editability of iMphs make them suitable for a wide variety of applications. Those applications that are being developed most actively are examined below. For each study discussed in the present review, the protocols used for obtaining iMphs are carefully indicated in brackets.
Hereditary disease modeling
Monocyte/macrophage dysfunction underlies a number of rare inherited disorders. However, samples from patients with rare diseases are difficult to obtain. This hampers both disease pathogenesis analysis and the search for new therapeutic targets. The elaboration of strategies for generating iMphs has provided a unique opportunity to generate mutation-affected macrophages, accumulate them in unlimited numbers and create cell models of phagocyte-associated hereditary diseases (Table 1). This is achieved either by generating patient-derived iPSCs or by introducing mutations into iPSCs derived from healthy donors followed by iPSC to iMph differentiation.
Table 1.
Target disease |
Reference | iPSC/iMph source (mutation) |
iPSC/iMph genetic modification performed in the study | iMph characteristics and other results |
---|---|---|---|---|
GD | Panicker et al. [26] | Patients with type 1, 2 and 3 GD | – |
GD-iMphs: a low GBA1 enzymatic activity; an accumulation of sphingolipids in the lysosomes; a defective RBC clearance iMph capacity to clear RBCs was fully restored by recombinant GBA1 and partially restored by isofagomine |
GD and PD | Aflaki et al. [56] | Type 1and type 2 GD patients with and without parkinsonism | – |
GD-iMphs: a decreased GBA1 activity; glucosylceramide and glucosylsphingosine are stored in iMphs GD-neurons: a reduced dopamine transporter reuptake; an elevated α-synuclein levels NCGC607 drug restored GBA1 activity iMphs and reduced SNCA levels in dopaminergic neurons generated from iPSCs derived from GD patients with Parkinsonism |
PD | Haenseler et al. [54] | Patients with early-onset PD (A53T or SNCA triplication) | – | PD-iMphs: an increased intracellular SNCA; a higher release of SNCA; a reduced phagocytic activity |
PD, NCL, RS |
Munn et al. [57] | Healthy donor | Introduced mutations: SNCA A53T; GRN2/GRN R493X; MECP2-КO | Engineered iMphs: a typical macrophage phenotype; an impaired phagocytic function; some transcriptomic and secretory differences compared to parental iMphs. Detailed comparison of live and cryopreserved iMphs was performed |
CGD |
Jiang et al. [60] Brault et al. [25] |
Patients with CGD (gp91phox, AR p47phox or p22phox deficiencies) |
– | CGD-iMphs: an impaired production of ROS; the cells can be cryopreserved |
Klatt et al. [62] |
Healthy donor; CGD patient (p47phox-deficiency) |
Introduced mutations: p47-ΔGT – |
p47-ΔGT-iMphs and CGD-iMphs: an impaired bacteria killing (E. coli); the function was restored after the correction of the mutation | |
Flynn et al. [61] |
CGD patient (gp91phox intronic mutation) |
CRISPR/Cas9 gene correction | CGD-iMphs: a hampered oxidative burst, restored following gene correction | |
FMF | Takata et al. [41] | FMF patient (homozygous p.Met694Val mutation of MEFV) | – | FMF-iMphs: an increased secretion of IL-1β, IL-18, TNF-α, CCL4 in response to LPS |
TD | Zhang et al. [37] | TD patients (heterozygote at S2046R/K531N; homozygous E1005X/E1005X truncation) | – | TD-iMphs: a defective cholesterol efflux; an increased response to LPS compared to control iMphs (IL1B, IL8, TNF, CCL5) |
Gupta et al. [66] | Healthy donor | Frameshift in ABCA1 gene (CRISPR/Cas9) | Engineered iMphs: a reduced cholesterol efflux; a higher IL-1β production; a higher response to LPS (IL1B, IL8, and CCL5) compared to isogenic control iMphs | |
BS | Takada et al. [68] |
Healthy donors BS patients |
Introduced mutation: NOD2 R334W – |
BS-iMphs and engineered iMphs: an enhanced inflammatory response to IFN-γ |
PAP | Suzuki et al. [70] | Children with hereditary PAP | PAP-iMphs: an impaired GM-CSF receptor signaling; a reduced expression of GM-CSF receptor dependent genes; an impaired surfactant clearance | |
IBDs | Mukhopadhyay et al. [71] | IBD patient (homozygous splice site mutation of IL10RB) | – | IBD-iMphs: cell overactivation; a hampered antibacterial control (S. typhimurium); overexpression of genes involved in PGE2 biosynthesis; an increased PGE2 production |
Sens et al. [73] |
Healthy donor Very-early onset IBD patient |
KO:IL10RA, IL10RB, STAT1, STAT3 - |
Engineered iMphs and IBD-iMphs: IL-10 fails to suppress LPS-induced inflammatory response | |
CINCA | Tanaka et al. [75] | Patients with mosaic CINCA | - | CINCA-iMphs: abnormal production of IL-1β; cells are susceptible to LPS-induced pyroptosis; inhibitors of NLRP3 pathways reduced IL-1β secretion |
AD NHD |
McQuade et al. [80] | Healthy donors | TREM2 knockout | Engineered iMGs: a decreased cell survival; a reduced phagocytosis of apolipoprotein E and β-Amyloid; a reduced chemotaxis to SDF-1α; an impaired in vivo response to β-Amyloid |
Reich et al. [84] |
Control iPSCs* TREM2-KO iPSCs* |
- | TREM2-KO iMGs: a stronger migration towards C5e complement; a stronger increase in intracellular Ca in response to danger signals | |
Hall-Robets et al. [85] |
Control iPSCs* R47H iPSCs* TREM-KO iPSCs* |
- |
TREM2-KO iMGs: impaired survival, motility, phagocytosis R47H iMGs: a reduced adhesion to vitronectin; disregulation of genes involved in cell proliferation, adhesion, motility, immunity |
|
Piers et al. [82] |
Control iPSCs* R47Hhet iPSCs* R47Hhom iPSCs* |
- | R47H iMGs: a respiratory deficit; an impaired switch to glycolysis following immune challenge; a hampered phagocytosis of β-Amyloid. PPARγ agonist normalizes glycolysis switch and phagocytosis | |
Cosker et al. [83] |
Control iPSCs* R47Hhet iPSCs* R47Hhom iPSCs* |
- | R47H iMGs: a reduced SYK signalling and a reduced NLRP3 inflammasome response upon cell stimulation with TREM2 ligand phosphatidylserine | |
Garcia-Reitboeck et al. [81] |
NHD patients (T66M/T66M, W50C/W50c) |
- | NHD-iMGs: reduced expression/secretion of TREM2 and iMG survival; an impaired phagocytosis of apoptotic bodies |
AD Alzheimer’s disease, AR autosomal recessive, BS Early-onset sarcoidosis or Blau syndrome, CGD chronic granulomatous disease, CINCA chronic infantile neurologic cutaneous and articular syndrome, FMF Familial Mediterranean fever, GD Gaucher disease, GRN Progranulin, IBD inflammatory bowel diseases, iMGs iPSC-derived microglia, MeCP2 methyl-CpG-binding protein 2, NCL Neuronal ceroid lipofuscinosis, NHD Nasu-Hakola disease, NLRP3 NOD-, LRR- and pyrin domain-containing protein 3, PD Parkinson’s disease, PGE2 prostaglandin E2, RBCs red blood cells, RS Rett syndrome, SNCA Αlpha-synuclein, TD Tangier disease, TREM2 Triggering receptor expressed on myeloid cells 2
Gaucher disease (GD)
GD is an autosomal recessive (AR) disorder caused by mutations in the β-glucocerebrosidase gene (GBA1). Normally, GBA1 cleaves glucose moiety from glucosylceramide and glucosylsphingosine in the lysosomes. Mutations lead to the accumulation of glucosylceramide and glucosylsphingosine lipid substrates within the lysosomes of macrophages, the accumulation of engorged macrophages in different organs, the activation of pro-inflammatory macrophage responses and the development of GD. The latter manifests with variable visceral, hematological and skeletal symptoms including splenomegaly, thrombocytopenia, neuropathy, osteonecrosis, osteoporosis, fractures, predispositions to malignancy, Parkinson’s disease and other pathologies [48]. Depending on the clinical manifestations and neurological involvement, 3 types of GD are identified, of which type 1 affects viscera, while type 2 and type 3 are characterized by neuropathy, severe in type 2 and variable in type 3 [49]. Available disease-specific treatments include enzyme replacement and substrate reduction therapies [50]. However, they are not effective to treat type 2 and type 3 GD neuropathy. Future prospects are associated with cell and gene therapy, the development of which requires adequate disease models [51].
In 2012 Panicker and co-authors [26] differentiated iMphs from iPSCs derived from type 1, type 2 and type 3 GD patients using an EB-S protocol. GD-iMphs expressed key macrophage characteristics and recapitulated the main phenotypic hallmarks of GD. Specifically, they exhibited low GBA1 enzymatic activity; accumulated sphingolipids; expressed elevated levels of TNF-α, IL-6 and IL-1β cytokines and displayed a defective clearance of phagocytosed red blood cells (RBCs) [51]. Of note, the kinetics of RBC clearance by iMphs correlated with the severity of the mutations. iMph treatment with recombinant GBA1 restored RBC clearance, supporting the suggestion that the defects of GD-iMphs were indeed caused by GBA1 deficiency [26]. In another study, GD-iMphs (2D-F) modeled necroptosis, a pathway implicated in the development of GD-associated neuroinflammation. Specifically, iMphs generated from healthy donors and treated with GBA1 inhibitor or derived from GD patient displayed an altered growth potential and an increased expression of necroprosis-associated genes RIPK3 and MLKL [52].
Parkinson’s disease (PD)
PD is a neurodegenerative disorder characterized by an intracellular accumulation of α-synuclein aggregates and the formation of Lewy bodies in the brain. Mutations in the α-synuclein (SNCA) gene promote α-synuclein accumulation and the development of early-onset PD [53]. To better understand the mechanisms of α-synuclein aggregation, Haenseler and co-authors [54] developed an iMph-based model in which iMphs (EB-F) were generated from early-onset PD patients bearing SNCA A53T or SNCA triplication mutations. iMphs with SNCA triplication had significantly increased intracellular α-synuclein, released significantly more α-synuclein into the medium and exhibited a significantly reduced phagocytosis, thus recapitulating the donor phenotype.
It has been reported that α-synuclein and GBA1 are in inverse relationships, and that GD patients have an increased risk of developing PD [55]. However, the mechanisms underlying these associations are incompletely understood. To get an insight into these mechanisms, Aflaki and co-authors [56] generated iPSCs from type 2 and type 1 GD patients with and without Parkinsonism and differentiated them into iMphs (EB-S) and neurons. GD-iMphs had a decreased GBA1 activity and stored glucosylceramide and glucosylsphingosine; GD-neurons derived from patients with Parkinsonism had a reduced dopamine storage, a reduced dopamine transporter reuptake and elevated α-synuclein levels. As will be discussed below, the model was used to test potential therapeutic drugs.
Munn and co-authors [57] modeled several neurodegenerative disorders, including PD, by introducing mutations SNCA A53T (PD-associated), GRN2/GRN R493X (associated with neuronal ceroid lipofuscinosis) and MECP2-Knockout (responsible for Rett syndrome) to the same isogenic iPSC line and differentiating the modified iPSCs to iMphs (EB-F). All iMphs expressed macrophage-specific markers, were phagocytic and responded to specific stimuli. It was concluded that the introduction of disease-associated mutations into iPSCs followed by iPSC differentiation into iMphs creates a relevant model to study molecular pathways of inflammation associated with neurodegeneration.
Chronic granulomatous disease (CGD)
CGD is a rare inherited immunodeficiency characterized by the inability of phagocytes to generate microbicidal reactive oxygen species (ROS) and to kill engulfed pathogens. The disease develops as a result of mutations in any of the 5 genes encoding the nicotinamide-adenine-dinucleotide-phosphate (NADPH) oxidase complex, i.e., CYBB (encodes the gp91phox protein and causes X-linked CGD), CEBA, NCF1, NCF2 and NCF4 (encode p22phox, p47phox, p67phox and p40phox proteins, respectively, and cause AR CGD) [58, 59]. CGD patients suffer from recurrent life-threatening infections in their lungs, skin, lymph nodes, liver and other areas. Current treatment approaches include antimicrobial/antifungal therapy or bone marrow transplantation, each of which has limitations, thus calling for a better understanding of disease pathogenesis and the development of new effective therapeutic strategies. The tasks require adequate disease models.
The models were created by generating iMphs from patients bearing X-linked gp91phox, AR p47phox or AR p22phox deficiencies using OP9-dependent [25] or EB-S [60, 61] protocols. CGD-iMphs had normal phagocytic activity but lacked the production of reactive oxygen species (ROS), which is in line with the known CGD pathogenesis. Gene editing with CRISPR/Cas9 restored oxidative burst function in CGD-iMphs providing a proof-of-principle for CGD gene therapy [61]. In the other approach, a cell model of CGD was created using CRISPR/Cas9 technology: iPSCs were generated from a healthy donor, p47-DGT mutation in the p47phox subunit was introduced using CRISPR/Cas9, and the cells were differentiated into iMphs (EB-S). The latter displayed a decreased capacity to kill phagocytosed GFP-labeled Escherichia coli [62].
Familial Mediterranean fever (FMF)
FMF, a monogenic AR periodic fever syndrome, develops as a result of mutations in the MEFV gene. The MEFV gene encodes pyrin, an intracellular pattern recognition receptor associated with an inflammasome complex; its mutations lead to an enhanced maturation of IL-1β and an exaggerated inflammatory response characterized by recurrent episodes of fever, arthritis, serositis, and renal complications. When iPSCs derived from an FMF patient carrying homozygous p.Met694Val mutation of the MEFV were differentiated to iMphs (2D-F), the latter secreted significantly higher levels of IL-1β, IL-18, TNF-α and CCL4 in response to LPS stimulation compared to iMphs obtained from a heterozygous asymptomatic parent, thus reflecting and modeling pathological processes occurring in vivo [41].
Tangier disease (TD)
TD, another AR disorder, develops due to mutations in the ATP-binding cassette transporter A1 (ABCA1) gene. The pathology is characterized by an impaired cholesterol efflux from macrophages, the absence of high-density lipoprotein cholesterol from plasma and the presence of foam cells throughout the body; clinical manifestations include hepatosplenomegaly, peripheral neuropathy and premature coronary artery disease [63–65]. The disease was modeled by generating iMphs from TD patients (EB-F) [37] or from iPSCs with the introduced frameshift in the ABCA1 gene (EB-S) [66]. In both cases, iMphs recapitulated the key cellular defects of TD macrophages, including a decreased cholesterol efflux, concomitant metabolic impairments, and an increased production of proinflammatory cytokines.
Early-onset sarcoidosis or Blau syndrome (BS)
BS is a juvenile-onset monogenic auto-inflammatory systemic granulomatous disease associated with a mutation in the NOD2 (the pattern recognition receptor, nucleotide-binding oligomerization domain 2) gene. The disease manifests before the age of 4 years and is characterized by granulomatous polyarthritis, dermatitis and uveitis, ultimately leading to severe complications including joint destruction and blindness [67]. Morphological signs include the formation of multinuclear giant cells and granulomas composed of macrophages and lymphocytes. It is understood that the mechanisms underlying BS include the ligation of NOD2 with the cognate ligand (e.g., muramyl dipeptide of bacterial cell wall) and the subsequent activation of the NF-kB pathway. However, the detailed molecular pathways of BS are incompletely understood.
Takada and co-authors [68] generated iMphs (2D-F) from BS patient-derived iPSCs; they also obtained iMphs from iPSCs derived from healthy donor and bearing the introduced BS-associated NOD2 R334W mutation. The models allowed to demonstrate that not only the NOD2 ligand, but also IFN-γ induced an enhanced inflammatory response in BS-iMphs, thus identifying a novel, IFN-γ-dependent, NOD2 ligand-independent mechanism of autoinflammation in BS pathogenesis. One of the outcomes of the findings is the explanation of possible mechanisms underlying the flare-up of BS symptoms after Bacillus Calmette–Guérin (BCG) vaccination, an intervention known to induce IFN-γ.
Pulmonary alveolar proteinosis (PAP)
PAP is a rare lung disease developed due to an excessive accumulation of surfactant in the alveoli associated with an impaired function of AMs. Three main types of PAP are distinguished, i.e., autoimmune, secondary and hereditary. Autoimmune PAP is characterized by the production of anti-GM-CSF antibodies, which results in GM-CSF deficiency and alveolar macrophage (AM) dysfunction. Secondary PAP results from any disease that affects AMs, most often, it is a result of myelodysplastic syndrome, chronic myelogenous leukemia, acute myeloid leukemia or the inhalation of destructive environmental agents, such as silica, cement etc. In hereditary PAP, AM dysfunction develops due to mutations in alpha- or beta-subunit of the GM-CSF receptor, surfactant protein B or C, ATP-binding cassette 3, or NK2 homeobox 1 (reviewed in [69]). iMphs generated from children with hereditary PAP (OP9-dependent protocol) reproduced defects of AMs seen in PAP. Specifically, PAP-iMphs demonstrated impaired GM-CSF receptor signaling, reduced expression of GM-CSF receptor dependent genes, decreased proliferation in response to GM-CSF stimulation, impaired surfactant clearance and proinflammatory cytokine secretion. Correction of CSF2RA gene using lentiviral vector restored surfactant clearance and eliminated other abnormalities, thus confirming the critical role of GM-CSF signaling in surfactant homeostasis and PAP pathogenesis [70].
Inflammatory bowel disease (IBD)
IBD is a group of complex chronic inflammatory conditions of the gastrointestinal tract. Studies in mice identified deficient IL-10 signaling and macrophage overactivation as critical components of IBD pathogenesis. However, analysis of IBD pathophysiology in humans is difficult due to low sample availability. To address molecular pathways implicated in IBD pathogenesis, several groups generated iMphs from iPSCs derived from IBD patients, very-only onset IBD patients (VEO-IBD) or healthy donors with an introduced knockout of IL-10RA, IL-10RB, STAT1 or STAT3 [71]. In all models, IL-10 failed to suppress LPS-induced secretion of proinflammatory cytokines, which was associated with deficient STAT3 phosphorylation and SOCS3 expression [72]. The use of IBD-iMphs also allowed to identify a novel regulatory loop between deficient IL-10 signaling and prostaglandin E2 overproduction and to demonstrate that the mutation leads not only to macrophage overactivation, but also to a hampered macrophage antibacterial control (as shown using S. typhimurium intracellular infection [71]).
Chronic infantile neurologic cutaneous and articular syndrome (CINCA)
CINCA (or neonatal onset multisystem inflammatory disease, NOMID) is a rare inherited autoinflammatory disease developed due to autosomal dominant gain of function mutations in NLRP3 (NOD-, LRR- and pyrin domain-containing protein 3). The mutations lead to systemic inflammation caused by an overproduction of IL-1β and manifested by skin rash, severe arthro- and neuropathy, including contractures, aseptic meningitis, brain atrophy and mental delay [74]. While approximately half of CINCA patients carry heterozygous mutations of the NLRP3 gene, some patients are carriers of somatic mosaicism. In mosaic patients, the proportion of mutant cells is relatively low, which creates additional difficulties in obtaining mutant cells for the analysis. The mosaicism also raises a question on whether NLRP3 mutant cells are indeed responsible for the pathology (or the latter is due to other cells bearing yet-unknown mutations). To address the question, Tanaka and co-authors [75] generated mutant and non-mutant iPSCs and iPSC-derived iMphs from two mosaic CINCA patients (OP9-dependent protocol). NLRP3-mutant iMphs exhibited abnormal IL-1β production, they were susceptible to LPS-induced pyroptosis and they promoted increased secretion of IL-1β in mosaic cell cultures containing mutant and non-mutant iMphs. Inhibitors of the signaling pathways operating upstream and downstream of NLRP3 inflammasome decreased IL-1β secretion by mutant iMphs. The study confirmed the impact of mosaic mutant cells in CINCA pathogenesis and demonstrated the utility of iMph approach for drug screening.
Alzheimer disease (AD) and microglia
AD, the leading cause of dementia, is a progressive neurodegenerative disorder characterized by β-amyloid deposition and tau hyperphosphorylation [76]. Numerous studies have linked AD (as well as other neurodegenerative conditions associated with the development of dementias) to deficient microglial function (reviewed in [77]). Microglia are brain-resident mononuclear phagocytes that differ from other tissue-resident macrophages by their origin and transcriptomic profile and that play a specific role in the central nervous system development, homeostasis and neuroinflammation [78]. A detailed consideration of microglia biology is beyond the scope of the present review; however, the use of iPSC-derived microglia (iMG) for neurodegenerative disease modeling should be briefly reviewed.
The expression of the Triggering Receptor Expressed On Myeloid Cells 2 (TREM2) is a characteristic feature of microglia. TREM2 is a transmembrane receptor whose ligation induces the phosphorylation of spleen associated tyrosine kinase (SYK) and may affect multiple cell functions including survival, proliferation, metabolism, phagocytosis and chemotaxis [79]. Mutations of TREM2 have been associated with an increased risk of various neurodegenerative disorders, including late onset AD (associated with heterozygous coding variants in TREM2, particularly, R47H), Nasu-Hakola disease and frontotemporal dementia (associated with homozygous missense TREM2 mutations T66M/T66M and W50C/W50C) [80, 81]. The exact role of TREM2 in microglia functionality and neurodegenerative pathologies is not fully clear, which is largely due to a limited access to primary human microglia samples. The generation of iMG cells performed during recent years has allowed to reproduce mutant microglia and to shed some light on these questions.
iMG cells were generated from patients bearing T66M/T66M, W50C/W50C or R47H mutations or obtained from wild type iPSC lines with CRISPR-introduced TREM2 knockout. iMG analyses demonstrated the role of TREM2 in the support of microglia survival [80, 81], mitochondrial respiratory activity and glycolytic immunometabolic switch [82, 83], cell migration and adhesion [80, 84, 85], the development of NLRP3 inflammasome response [83], as well as in cell ability to uptake pathology-associated substrates, such as amyloid-β, apolipoprotein E and apoptotic bodies [80, 81]. Furthermore, it was found that TREM2 deficit dysregulates PPARγ/p38MAPK signaling, and that PPARγ agonist can ameliorate iMG metabolic processes and amyloid-β phagocytosis [82]. Of note, currently, not all iMG data are consistent. For example, TREM2-deficient iMG cells displayed a reduced response to inflammatory stimuli in some [82, 83] but not in other [81, 86] studies; in different studies, different phenotypes appeared as the main result of TREM deficiency (i.e., impaired phagocytosis, metabolism, survival or NLRP3 inflammasome reactivity). Nevertheless, it is anticipated that wide scale use of the iMG model, including iMG in vivo analysis (as it has recently been done by McQuade and co-authors [80]) should help advance our understanding of neurodegeneration mechanisms and microglia biology.
To summarize, iMphs have been successfully used to model hereditary diseases the pathogenesis of which is directly linked to the impairment of main macrophage functions, including substrate degradation in the lysosomes (GD) and the clearance of extracellular substances and dead cells (PAP, TD), macrophage antimicrobial activity (CGD) and inflammation control (FMF, BS. IBD, CINCA). In all models, patient-derived iMphs or healthy donor-derived iMphs with introduced mutations reliably recapitulated the main cellular and molecular features of the diseases, thus creating a unique opportunity to address molecular pathways of disease pathogenesis (including the pathogenesis of rare diseases) using a standardizable cell population. It may be expected that the number of iMph-based disease models will be increasing and will extend to include the modeling of non-hereditary diseases. Of them, those associated with chronic inflammation are particularly attractive. A separate area of research is the use of iMphs for the modeling of phagocyte-pathogen interactions (discussed below).
Drug testing
Providing an appropriate approach to modeling hereditary diseases, iMphs may also serve as a valuable model to test new drugs and therapeutic approaches. For these purposes, the homogeneity and the scalability of iMphs and their proximity to in vivo persisting macrophages (in contrast to monocyte-macrophage cell lines) are of importance.
Panicker and co-authors [26] used their GD iMph model to compare the efficacy of two GD treatments, recombinant glucocerebrosidase and the chaperone isofagomine. iMph treatment with glucocerebrosidase completely restored iMph capacity to clear RBCs, whereas the treatment with isofagomine restored RBC clearance only partially. The results correlated with the known clinical efficacy of the two drugs confirming the suitability of the iMph model for drug testing.
Previously, a high throughput screening (HTS) assay performed using spleen cell extracts identified several molecules able to restore GBA1 activity [87]. Aflaki and co-authors [56 Aflaki] used GD-iMphs as a more appropriate model (compared to spleen cells) to test the activity of one of the identified drugs, NCGC607. NCGC607 not only restored GBA1 activity, but also reduced α-synuclein levels in dopaminergic neurons generated from iPSCs derived from GD patients with Parkinsonism. Thus, the parallel use of iMphs and iPSC-derived neurons made it possible to identify a potential drug for the two associated pathologies.
IBD-iMphs have impaired IL10 signaling and improper reactivity to LPS. In the aforementioned study by Sens and co-authors [73], IBD-iMph treatment with anti-inflammatory small molecules SB202190 and filgotinib reduced proinflammatory cytokine secretion.
Immortalized monocytic cell lines derived from iPSCs of CINCA patients were successfully used to perform HTS of 4,825 compounds and allowed to identify 7 compounds with IL-1β inhibitory activity. The results have proven the validity of the system for identifying drug candidates to treat monocyte/macrophage-associated immunological disorders [88].
The iMph model was also used for HTS of antituberculosis drugs: by screening a library of 3,716 compounds, Han and co-authors [89] identified 120 hits, which led to the identification of a novel anti-Mtb compound, 10-DEBC.
Thus, the validity of the system for identifying drug candidates has been proven for several monocyte/macrophage-associated disorders.
Modeling macrophage-pathogen interactions
Phagocytic activity and the production of microbicidal molecules are two characteristic macrophage features. iMph capacity to engulf pathogens and restrict their growth was demonstrated by several groups (Table 2).
Table 2.
Infectious agent | Reference | Main findings |
---|---|---|
Salmonella typhi, S. typhimurium |
Hale et al. [45] | iMphs are phagocytic and up-regulate inflammation-related genes in response to the infection |
P. aeruginosa | Ackermann et al. [46] | Co-administration of P. aeruginosa and human iMphs to immunodeficient mice prevents the development of the infection; iMph administration shortly after the infection with P. aeruginosa (4 h) decreases infection severity |
S. aureus | Hashtchin et al. [98] | Intratracheal injection of iMphs to immunodeficient humanized mice challenged with S aureus (incuding methicillin-resistant strain) reduces S aureus load, decreases granulocytic infiltration and diminishes lung pathology. Transcriptomic analysis: compared to MDMs, iMphs respond to the infection by a more profound upregulation of inflammatory genes early after infection, however the expression normalizes faster than in MDMs |
L. major | O’Kneefe et al. [91] | After the infection, iMphs contain a higher level of intracellular L. major compared to THP-1, mouse and human bone marrow-derived macrophages |
M. tuberculosis | Nenasheva et al. [33] | iMphs phagocyte and restrict Mtb growth in vitro |
Bernard et al. [90] | iMph infection with either virulent Mtb or the attenuated ESX-1-deficient Mtb mutant allowed to identify a role of ESX-1 secretion system of Mtb in the formation of autophagosomes and the subsequent Mtb escape from autophagosomes to the cytosol | |
Haake et al. [47] | iMphs derived from patients with a complete or partial deficiency in IFN-γR2, IFN-γR1 or STAT1 demonstrate a defective upregulation of HLA-DR, CD64, CD38 and CD282 in response to IFNγ, a decreased phosphorylation of STAT1, no-to-little clearance of BCG. Additionally, STAT1-deficient iMphs have a disturbed production of ROS | |
Han et al. [89] | iMphs are suitable to search for new anti-infectious drugs: the screening of a library of 3.716 compounds for their anti-Mtb activity was performed and a novel anti-Mtb compound, 10-DEBC, was identified | |
HIV-1 | van Wilgenburg et al. [27] | iMphs are infectable with HIV-1 |
Vaughan-Jackson et al. [92] | iMphs are infectable with HIV-1 and ZIKV | |
Taylor et al. [96] | CRISPR/Cas9 engineered iMphs with depleted USP18 exhibit: an increased reactivity to IFNI, a prolonged STAT1 and STAT2 phosphorylation; an enhanced expression of IFN‐stimulated genes; an increased restriction of HIV replication | |
ZIKV, DENV | Lang et al. [93] | Differences in iMph response to DENV and ZIKV have been demonstrated: DENV induced a higher inflammatory response, a higher production of MIF and a decreased iMph migration; ZIKV inhibited NF-kB signaling pathway |
DENV dengue virus, MIF macrophage migration inhibitory factor, ZIKV zika virus
In in vitro analyses, iMphs (EB-S) efficiently phagocytosed Salmonella typhi and S. typhimurium and killed them more efficiently than THP-1 cells did [45]. In our study, iMphs (EB-S) effectively phagocytosed and restricted the growth of Mycobacterium tuberculosis (Mtb) [33]. By infecting iMphs with virulent wild-type Mtb and the attenuated Mtb mutant lacking the ESX-1 (early secreted antigen 6 kilodaltons system 1) secretion system, Bernard and co-authors [90] identified a role for the ESX-1 secretion system in the formation of autophagosomes and subsequent Mtb escape from autophagosomes to the cytosol.
Inborn errors of IFN-γ immunity underlie Mendelian susceptibility to mycobacterial disease. The iMph model has recently been used to study how inborn errors of IFN-γ immunity affect macrophage reactivity to IFN-γ and mycobacteria [31, 47]. iMphs were generated from patients with a complete or partial AR deficiency in the IFN-γ signaling pathway (i.e., a complete or partial deficiency in IFN-γR2, a partial deficiency in IFN-γR1 and a complete deficiency in STAT1). Following stimulation with IFN-γ, patient-derived iMphs exhibited defective upregulation of HLA-DR, CD64, CD38 and CD282, low to no degree of phosphorylation of STAT1 and no-to-little clearance of BCG. In addition, in iMphs derived from a STAT1-deficient patient, the generation of ROS was disturbed. Thus, the use of the iMph platform allowed to determine the pathways hampered in the macrophages of patients with inborn errors of IFN-γ immunity.
Differently from the high antibacterial activity of iMphs in relation to S. typhimurium and Mtb, iMphs appeared to be more permissive towards Leishmania major parasites: when infected with this pathogen, iMphs had a higher level of intracellular Leishmania major compared to THP-1, mouse and human bone marrow-derived macrophages [91].
iMph infectability with viruses was addressed in a few studies. van Wilgenburg and co-authors [27] and Vaughan-Jackson and co-authors [92] showed iMph infectability with HIV, although at a low rate [92]. Lang and co-authors [93] demonstrated that iMphs can be productively infected with Zika (ZIKV) and Dengue (DENV) viruses. The use of the iMph model allowed the authors to identify the differences in the inflammatory responses induced by ZIKV and DENV, particularly, a higher inflammatory response and a higher secretion of macrophage migration inhibitory factor (MIF), as well as a decreased migration of DENV-infected iMphs compared to ZIKV-infected ones and the inhibition of the NF-kB signaling pathway in ZIKV-infected iMphs. In a recent preprint study, iMphs were used to study the effects of human macrophages on SARS-CoV-2 (Severe acute respiratory syndrome-related coronavirus 2) infection. Using a co-culture system consisting of iMphs and iPSC-derived lung cells, the authors demonstrated that the inhibition of viral entry into the target cells using antibody blocking angiotensin-converting enzyme 2 (ACE2) enhanced the activity of M2 macrophages; the latter were able to eliminate SARS-CoV-2 without the induction of severe inflammatory responses and IL-6 and IL-18 overproduction [94].
Fundamentally, the possibility of generating homogeneous populations of iMphs in high quantities provides a unique opportunity to directly compare the reactivity of the same phagocyte population to a number of different pathogens, which is important to unravel intracellular mechanisms restricting/permitting different infections.
Another important and unique application of iMphs in the field of host–pathogen interactions is the identification of individual genes controlling macrophage functionality. The generation of iMphs and dendritic cells from iPSCs bearing biallelic mutations in the transcriptional factor IRF5 allowed to investigate the role of IRF5 in mediating the response of human myeloid cells to the influenza A virus and to demonstrate a reduction of the virus-induced inflammatory cytokine production under the conditions of IRF5 deficiency [95]. Taylor and co-authors [96] used iMphs to analyze the role of ubiquitin-specific proteinase 18 (USP18), a negative regulator of type I IFN signaling [97], in anti-viral response. The authors have demonstrated that: (i) infection of iMphs with HIV-1 induces USP18; (ii) depletion of USP18 with CRISPR/Cas9 increases iMph reactivity to IFNI, the phosphorylation of STAT1 and STAT2, the expression of IFN-stimulated genes and ultimately results in a significant restriction of HIV replication in iMphs. Thus, the use of the iMph model allowed to find the molecular target, modifying which it is possible to change the macrophage function in a desired way.
Finally, a prospective application of iMphs that has recently begun to be developed is a therapy of respiratory infections. Previously, Ackermann and co-authors demonstrated that human iMphs co-administered with P. aeruginosa to immunodeficient humanized mice prevented the development of P. aeruginosa infection; when injected shortly after the pathogen, iMphs rescued mice from severe infection [46]. More recently, the same group reported that intrapulmonary injection of human iMphs significantly reduced bacterial load and local pulmonary inflammation in immunodeficient mice challenged with Staphilococcus aureus 4 h prior to cell transfer [98]. Of note, iMphs responded to S. aureus infection by a profound upregulation of inflammatory genes soon after the infection, but quickly restored their stationary state, which is considered as a feature important for future iMph therapeutic use.
Overall, the iMph model is instrumental for the elucidation of genes/pathways involved in macrophage infectious control and may have prospects for future applications in the treatment of infectious diseases.
Fundamental studies: elucidating the role of individual genes and factors in macrophage functionality and differentiation
The possibility of obtaining genetically edited iMphs allows to use the iMph model to perform fundamental analyses of how individual genes control macrophage activity.
Leucine-rich repeat kinase 2 (LRRK2) is a cytoplasmic multidomain protein containing GTPase, leucine-rich repeat and kinase domains. Mutations of the LRRK2 gene are implicated in PD, predispose to Crohn’s disease and increase host susceptibility to intracellular pathogens [99]. How LRRK2 contributes to macrophage functionality is not fully clear, largely due to the lack of adequate human models. To explore the function of LRRK2 in human myeloid cells, Cowley’s group analyzed iMphs (EB-F) and iMG cells differentiated from PD patient-derived, control and edited iPSC lines. The authors reported that LRRK2 was not involved in the phagocytosis uptake of particles, but it was required for the recruitment of RAB8a and RAB10 proteins to phagosomes, and its expression was upregulated by IFN-γ. In another study, the generation of human iMphs (EB-F) with knockout of receptor-interacting serine/threonine-protein kinase 1 (RIPK1) allowed to identify a role for RIPK1 in the regulation of inflammatory and cell death pathways [100].
Apart from single gene analysis, the iMph model allows to use system approach to scrutinize genetic effects on macrophage functionality. In a proof-of-principle study, Navarro-Guerrero and co-authors [101] demonstrated the possibility of generating iMphs transduced with a screen of a CRISPR lentiviral library (a pool of 71,090 guides) and thus created a platform to screen the effects of a genome-wide loss-of-function knockout on macrophage characteristics.
In embryonic development, macrophages are formed during three different hematopoietic waves, i.e., primitive, pro-definitive and definitive. Primitive and pro-definitive waves take place in the yolk sac; at these stages, macrophages arise from primitive progenitors independently of hematopoietic stem cells (HSCs). During the definitive hematopoietic wave and adult hematopoiesis, macrophages differentiate from definitive HSCs in the bone marrow [102–104]. While human bone marrow samples are available for the analysis, the possibility of studying early embryonic hematopoietic processes in humans is ethically constrained. iMph differentiation provides a valuable model in this context. Indeed, both early embryonic hematopoiesis [105, 106] and iMph differentiation [34] are independent of the transcriptional factor c-Myb. During pro-definitive hematopoiesis, macrophages arise from erythromyeloid precursors [102, 103]; the formation of erythromyeloid precursors in iMph differentiation cultures has also been documented [41]. Finally, the primitive character of myelopoiesis occurring during human iMph differentiation has recently been confirmed using single-cell genomics [107]. Thus, the iMph model allows to look into the early processes of human myelopoiesis. Using this model, Ackermann and co-authors [108] were able to unravel a previously unknown role for IL-3 in the formation of hematopoietic progenitors and their myeloid specification. Some factors used for iMph generation are known to preferentially support either primitive (Activin A) or definitive (Wnt) hematopoiesis [109, 110]. Exploring how these factors, either together or separately, affect iMph differentiation trajectories, would help to achieve a better understanding of embryonic myelopoiesis.
Overall, the iMph model is valuable for studying the effects of individual genes and factors on early hematopoietic processes, myeloid specification and macrophage function.
Developing macrophage-based cell therapy
The implication of macrophages in the pathogenesis of several hereditary diseases, their capacity to protect the host against infections and tumors, as well as their high immunoregulatory potential make macrophages an attractive tool for cell therapy of various diseases. Below we summarize the main areas of iMph-based cell therapy that are currently under development (summarized in Table 3) and discuss the advantages of the use of iMphs and MDMs for these purposes.
Table 3.
Disease/ application |
Reference | iPSC/iMph source | iPSC/iMph genetic modification (other manipulations) |
Model | Main results |
---|---|---|---|---|---|
PAP | Lachmann et al. [115] |
PAP patient (mutation in CSF2RA exon7) |
Lentiviral transduction of CSF2RA transgene to PAP-iPSCs | In vitro analysis of PAP-iMphs and genetically corrected PAP-iMphs |
PAP-iMphs: a reduced response to GM-CSF: an impaired CD11b upregulation, a decreased GM-CSF uptake, a hampared phagocytosis, a reduced STAT5-phosphorylation Corrected PAP-iMphs: correction of iMph response to GM-CSF |
Kuhn et al. [116] |
PAP patient (mutation in CSF2RA exon7) |
TALEN-mediated integration of CSF2RA into PAP-iPSCs; | In vitro analysis of PAP-iMphs and genetically corrected PAP-iMphs | Corrected iMphs: a restoration of cell response to GM-CSF: restored STAT5 phosphorylation and GM-CSF uptake | |
Mucci et al. [117] |
BL/6 (CD45.1) WT mice |
- | intratracheal transplantation of WT iMphs into Csf2rb−/− BL/6 (CD45.2) recipients |
iMph therapeutic efficacy: a reduced opacity and protein levels in the BALF of recipient mice, an improved CT and lung tissue histology iMph biodistribution /persistence: iMph accumulate in alveolar spaces; iMph can be detected for up to 6 months |
|
Happle et al. [156] | Healthy donor | - | Weekly intratracheal transplantations of iMphs into humanized PAP mice (4 weeks) |
iMph therapeutic efficacy: a reduced BALF protein level, a reduced level of surfactant D iMph biodistribution/safety: iMphs are found in the lungs near large airways, but not in other tissues (except human RNA been detected in the spleens of recipient mice); no signs of teratoma or tumors were recorded |
|
ADA deficiency | Litvack et al. [114] | Mouse ESCs |
- (iMph conditioning with GM-CSF and other factors to generate AL-iMphs) |
Repeated intranasal administration to untreated ADA−/− mouse pups; Single i.t. administration to 4 week-old ADA−/− mice (previously treated with PEG-ADA) |
iMph therapeutic efficacy: an increased mice survival in the absence of the other therapy; blood oxygen saturation was recovered; mucous substance in the alveoli was reduced; signs of pulmonary epithelial repair were detected |
Infectious diseases | Ackermann et al. [46] | Healthy donor | - | In vivo: i.t. transfer into immunodeficient humanized mice infected with P. aeruginosa simultaneously with or 4 h prior to iMph transfer | iMph therapeutic efficacy: a reduction of infection scores, including a reduction of hemmorage, granulocytic infiltration of the lung tissue, edema and weight loss |
Taylor et al. [96] | Healthy donor | USP18 knock-out using CRISPR/Cas9 | In vitro infection with HIV-1 | In vitro effects: a reduced HIV-1 replication in engineered iMphs | |
Cancer | Senju et al. [23] | Healthy donor | iPSC electroporation with scFv specific to amyloid-β or CD20 |
In vitro: phagocytosis of amyloid-β-coated microbeads; engulfment and digestion of BALL-1 tumor cells; In vivo: simultaneous transfer of aCD20-iMphs and BALL-1 to SCID mice |
Anti-amyloid-β-iMphs: an enhanced phagocytosis of amyloid-β coated microbeads; Anti-CD20-iMphs: the digestion of BALL-1 cell line in vitro; the inhibition of tumor growth in vivo |
Koba et al. [130] Senju et al. [131] |
Healthy donor |
iPSC electroporation with scFv specific to HER2/neu linked to FcgRI; lentiviral transduction of iPS-ML with IFN-α, IFN-β, IFN-γ, TNF-α, FAS-ligand, or TRAIL |
In vitro: co-culture with human gastric (NUGC-4) and pancreatic (MIAPaCa-2) cancer cell lines In vivo: the transfer of PKH26-labeled iPS-MLs to SCID mice 15 days after the transfer of NUGC-4 or MIAPaCa-2 cell lines |
In vitro effects: the inhibition of tumor growth (most efficient for HER2/neu-iMphs) Therapeutic efficacy: no anti-cancer activity of HER2/neu-iMphs; inhibition of tumor growth by iPS-ML/IFN-β and iPS-ML/anti-HER2/IFN-β |
|
Miyashita et al. [132] | Healthy donor |
Lentiviral transduction of iPS-ML with IFN-α or IFN-β |
In vitro: inhibition of human malignant melanoma cell line SK-MEL28 growth In vivo: intreperitoneal transfers of PKH26-labeled iPS-MLs to SCID mice bearing SK-MEL28 melanoma |
In vitro effects: tumor growth inhibition Therapeutic efficacy: an inhibition of tumor growth by iPS-ML/IFNα, iPS-ML/IFNβ, and iPS-ML/IFNα + iPS-ML/IFNβ Biodistribution / safety: iMphs are found in the tumors; no signs of malignancy from human iPS-MLs at week 12 post-transfer |
|
Zhang et al. [133] | Healthy donor | Lentiviral transduction with anti-CD19 CAR and anti-mesothelin-CAR | In vivo: transplantation of CAR-Meso-iMphs activated in vitro by IFN-γ to NSG mice injected with ovarian cancer cells HO8910 |
Therapeutic efficacy: a reduction of tumor burden iMph persistence: CAR-iMphs persisted till more than 20 days and disappeared after day 30 |
|
Bone formation | Jeon et al. [151] | Healthy donor | - |
In vitro: co-culture of iMphs with MSCs on scaffolds in osteogenic conditions; In vivo: s.c. transplantation of scaffolds seeded with MSCs and iMphs into nude mice |
In vitro & in vivo effects: an acceleration of bone formation Safety: no teratoma formation was observed around the site of the implant at week 8 post-transplantation |
Liver fibrosis | Pouyanfard et al. [150] | Healthy donor | - | In vivo: transplantation to immunodeficient mice with liver fibrosis | Therapeutic efficacy: a reduction of the expression of fibrinogenic genes and histological disease markers |
ADA adenosine deaminase, AL-iMphs alveolar-like iMphs, BALF broncho-alveolar fluid, BALL-1 B-cell leukemia cell line, CAR chimeric antigen receptor, CSF2RA colony stimulating factor 2 receptor, CT computed tomography, iPS-ML iPSC-derived myeloid/macrophage cell line, MSC mesenchymal stem cells, PAP pulmonary alveolar proteinosis, PEG-ADA polyethylene glycol–conjugated ADA, WT wild type, scFv single chain variable region fragment
Correction of altered AM function
Perhaps the most developed direction of iMph-based cell therapy is that aimed at the correction of AMs for pulmonary disease treatment. Indeed, altered AM function underlies a variety of pulmonary diseases, including PAP, chronic obstructive disease, cystic fibrosis and adenosine deaminase deficiency (ADA). As shown recently, AMs represent a pool of macrophages that populate the lungs during embryogenesis; throughout a person's lifetime, the cells self-maintain locally and they are not at all or only weakly repopulated by MDMs [102, 105, 111–113]. Because the generation of iMphs recapitulates embryonic hematopoiesis [34], it has been suggested that in contrast to MDMs, iMphs could effectively replenish the AM pool [114]. The approach has been tested on several models.
In PAP model, several proof-of-principle studies demonstrated the possibility of efficiently correcting CSF2RA-deficiency and restoring human iMph functionality using lentiviral gene transfer. In these studies, iPSCs were obtained from CSF2RA deficient patients, genetically corrected and successfully differentiated into functional iMphs (OP9-dependent or EB-S protocols). The latter demonstrated restored phagocytic activity, GM-CSF uptake, intracellular signaling and surfactant clearance capacity [70, 115, 116].
The feasibility of correcting the AM pool in vivo, was proven in animal experiments. Csfr2b−/− mice are considered as an experimental model of PAP. Following the intratracheal administration of wild-type mouse iMphs (EB-S) to Csfr2b−/− recipients, donor cells migrated predominantly to the alveolar spaces, acquired AM-similar transcriptional signature, persisted in the lungs for as long as 2 months and improved PAP disease parameters [117]. The other PAP model utilizes ADA−/− mice. In humans, ADA deficiency is an AR metabolic disorder that affects proliferating cells, causes immunodeficiency, predisposes to the development of PAP and manifests as pneumonia, chronic diarrhea, and widespread skin rashes. ADA−/− mice die of respiratory failure within 18–21 days of birth. Litvack and co-authors [114] generated alveolar-like iMphs (EB-F) by conditioning mouse iMphs with GM-CSF and other factors. A single intratracheal administration of the resulting iAMs to 4-week-old ADA−/− mice or repeated intranasal transfer of the cells to mouse pups significantly increased recipient survival, restored blood oxygen saturation and reduced mucous substance in the alveoli.
These experimental studies have demonstrated the prospects of using genetically corrected iMphs for cell therapy of macrophage-associated hereditary diseases, at least, pulmonary ones.
Infectious disease treatment
Until recently, examinations of iMph-pathogen interactions have mainly been restricted to the analysis of iMph infectability and anti-infectious activity in vitro. However, one may expect the appearance and the exponential growth of studies aiming to increase iMph anti-infective potential and to use corrected iMphs for infectious disease treatment.
As a proof of principle, Lachmann’s group documented the anti-bacterial effect of unmodified human iMphs (EB-S) intratracheally administered to mice simultaneously with or shortly after their infection with P. aerugenosa or S. aureus [46, 98]. Taylor and co-authors [96] reported an increased restriction of HIV-1 replication by iMphs (EB-S) with depleted USP18 gene (discussed above).
Cancer cell therapy
In cancer, tumor microenvironment polarizes tumor-infiltrating macrophages to an anti-inflammatory state resulting in the generation of so-called tumor-activated macrophages (TAMs). TAMs exhibit diminished anti-tumor and increased tumor-promoting activities, which contrasts with M1-like macrophages that are anti-tumorigenic [118–120]. Because it is possible to “educate” M1-like macrophages in vitro and because macrophages have a high capacity to migrate to and infiltrate tumors [121], it was supposed that it would be possible to achieve an antitumor effect by transferring M1-like macrophages generated from blood monocytes and “educated” in vitro in the presence of IFN-γ or LPS [122]. Unfortunately, the approach was not effective. The underlying reasons are not fully clear, but may include a suboptimal number of transferred cells, insufficient anti-tumor activity of the educated macrophages and/or the instability of the M1 macrophage phenotype in tumor microenvironment (reviewed in [120]). To overcome the limitations, a suggestion was made to use genetically engineered macrophages that stably produce factors promoting immune activation (such as IL-12 or IFNI) [123] or express a chimeric antigen receptor (CAR) specific to tumor antigens (reviewed in [124, 125]). In several studies, CAR-bearing macrophages were successfully generated from J774A, THP1 macrophage-like cell lines and human primary macrophages using lentiviral or group B adenoviral (Ad5f35) vectors [126, 127]. The generated CAR-macrophages specifically recognized the cognate CD19, CD22 or HER2 antigens, phagocytosed antigen-bearing tumor cells, cross-presented tumor antigens, provided T-cell costimulation and inhibited tumor growth in vitro. Despite these first promising studies, the generation of genetically engineered macrophages from MDMs remains challenging, which is largely due to the restricted expansion ability of macrophages and their general resistance to genetic modifications [128, 129]. In this regard, iMphs may represent a more feasible way to develop “anti-tumor” macrophages.
In 2011, Senju and co-authors [23] generated human iMphs (OP9-dependent) expressing single chain variable region fragment (scFv) of antibodies specific to CD20 and demonstrated that the cells engulfed and killed B-cell leukemia cells. A series of later studies by the same group examined the potential of iPSC-derived myeloid cell lines (iPS-MLs) for restricting solid tumors. iPS-MLs are close but not identical to iMphs. The cells are generated by obtaining iPSC-derived myeloid cells and transducing them with genes that promote cell proliferation and limit cell senescence, such as cMYC. The resulting population represents actively proliferating myeloid cell lines that can easily be genetically manipulated and expanded [130, 131]. iPS-MLs (OP9-dependent) transduced with scFv specific to human HER2/neu antigen along with IFNα, IFNβ, IFN-γ, TNF-α, TRAIL or FAS-ligand genes were generated and their anti-tumor activity was tested in severe combined immunodeficiency (SCID) mice with human gastric and pancreatic cancer. In this model, all iPS-MLs accumulated in tumor tissues, but only iPS-MLs expressing IFN-β significantly inhibited tumor growth [130, 131]. In another study by the same group, iPS-MLs, genetically modified to express type I IFN, inhibited disseminated human melanoma in SCID mice [132].
Zhang and co-authors [133] generated human iMphs (EB-F) expressing CAR specific to CD19 (“CAR (CD19)-iMac”) or mesothelin (“CAR (meso)-iMac”). Detailed characterization of CAR-iMphs showed that the cells: (i) expressed surface markers and transcriptome characteristics for macrophages; (ii) were largely homogeneous (shown by single-cell RNA-sequencing); (iii) were initially biased towards the M2 state, but could be polarized towards M1 by in vitro treatment with IFN-γ; (iv) exerted antigen-specific anti-tumor effect in vitro and in vivo (the latter—following xeno-transplantation to NSG mice with ovarian cancer). Tracking CAR (meso)-iMacs following their transfer to immunodeficient NSG mice showed that the cells expanded during the first 3 days, persisted for about 20 days and disappeared after around day 30 post-transfer. This detailed study has provided a proof-of-principle for the utility of CAR-iMph-based cancer cell therapy and has also started monitoring iMph fate in vivo, which is important to understand the safety of iMph-based cell therapy (discussed below).
To conclude, genetic modification of iMphs so as to change their activity in a desired direction is a highly promising approach for anticancer cell therapy, and a rapid development of the field in the nearest future is expected.
Inflammation control, wound healing and tissue regeneration
M2-like macrophages have potential clinical applications in the area of immune suppression, wound healing and tissue regeneration [134]. The effects of macrophages pre-treated in vitro with M2-polarizing agents, such as IL-4 combined with IL-13, IL-10 or TGF-β, hypo-osmotic shock or other stimuli, have been explored in different models in experimental and clinical settings. M2-like macrophages exerted an anti-inflammatory effect and alleviated the pathology of renal injury [135–137], spinal cord injury [138, 139] and sepsis-induced acute lung injury [140]; promoted angiogenesis [141] and stimulated the healing of pressure and diabetes wounds [142, 143]. However, the outcomes of M2 treatment were not fully reproducible (reviewed in [144]), which, again, was attributed to the functional instability of in vitro polarized macrophages and their return to a neutral or even proinflammatory phenotype in in vivo surrounding [145, 146].
iMphs were shown to be initially oriented towards an anti-inflammatory profile [33, 147], and to be responsive to M2-polarizing stimuli [148]. This potentially makes them well suited for immune regulation and tissue repair purposes. However, only a few studies have tested these iMph applications so far. In the study by Haideri and co-authors [149] mouse iMphs derived from embryonic stem cells reduced carbon tetrachloride-induced liver injury and fibrosis, diminished the number of activated myofibroblasts and activated liver progenitor cells. In a more recent study by Pouyanfard and co-authors [150], human iMphs (EB-S), preliminarily polarized towards the M2 subtype and transferred to immunodeficient mice with liver fibrosis, induced downregulation of the expression of fibrogenic genes and reduced disease histopathology. A different kind of iMph regenerative potential was demonstrated by Jeon and co-authors [151], who showed that co-cultivation of iMphs (EB-S) with iPSC-derived mesenchymal stem cells in a 3D culture model significantly improved bone formation in vitro and in vivo compared to a mono-culture of osteogenic cells. Other applications of iMph immune regulatory potential are yet to be tested, including in autoimmune and autoinflammatory diseases. In this regard, the generation of iMphs genetically engineered so as to maintain stable M2 activity looks promising.
Macrophage-based cell therapy: iMphs versus MDMs
Given the general similarity of human iMphs and MDMs it is important to compare their potential as a tool for cell therapy (summarized in Table 4).
Table 4.
Green, benefits; pink, limitations
iPSCs are easily and almost unlimitedly expandable. This creates the basis for: (i) obtaining iMphs in unlimited quantities from any individual; (ii) generating standardizable iMph populations. Moreover, techniques to scale up iMph production have recently been developed [35, 46]. Altogether, this creates the conditions for generating iMphs for “off-the-shelf” use.
In contrast to iMphs, MDMs can be obtained only in a limited quantity from a given individual, and their expansion in cultures is limited and temporal. Additionally, due to the restricted number of monocytes that can be collected from one individual at a single time point and the variability of monocyte populations collected at different time points even from the same individual, MDMs are much less standardizable.
Another advantage of iMphs over MDMs is the fact that the generation of iMphs recapitulates embryonic hematopoiesis and results in the formation of macrophages that reliably model TRMs [34, 41, 44]. Moreover, the differentiation of iMphs in tissue-specific conditions allows generating “tissue-specific” macrophages, e.g., cells recapitulating Kuppfer cells or microglia [20, 152, 153]. In contrast to iMphs, MDMs primarily model macrophages that repopulate tissues in inflammatory conditions [20].
An important benefit of iMphs is the ease of performing iPSC genetic modification and as a consequence, it becomes feasible to generate genetically engineered iMphs. Genetic modification of MDMs is much more challenging (although not fully impossible [126]) due to their low proliferative activity and natural resistance to genetic modification [128, 129, 134].
For their part, MDMs have their own benefits. First, the generation of MDMs is significantly cheaper compared to that of iMphs, as it requires only one exogenous factor (most often, M-CSF) and can be accomplished in 7 days [20]. This stands in contrast to the use of at least two or even up to nine exogenous factors for iMph generation and a much longer period required to generate iMphs (especially if considering the time frame needed for the generation of iPSCs; reviewed in [21]). Second, MDM administration has been shown to be safe and non-toxic [121, 153, 154]. The safety of iMph administration yet needs to be established.
iMph-based cell therapy: safety and other questions to explore
When considering the prospects of iMph-based cell therapy, one must discuss iMph safety and other yet unresolved questions.
iMphs are terminally differentiated cells. However, they may have tumorigenic potential, primarily due to their potential contamination with residual iPSCs, which are immature cells with an almost unlimited proliferative activity. Furthermore, tumors may arise from iMph hematopoietic progenitors and due to genetic alterations arising in vitro during cell expansion [155]. Only a few studies have addressed iMph tumorigenicity so far. They reported a lack of teratoma formation in immunodeficient mice transplanted with human iMphs and examined approximately 2 months post-transfer [151, 156]. However, in most studies and over a longer time frame, the tumorigenic potential of iMphs has not been carefully studied. To reduce iPSC tumorigenicity, different methods of their elimination from the differentiated progeny have been suggested [157, 158], but only one of them has been approbated in an iMph model so far. Specifically, Lachmann’s group introduced iPSCs with iCas9 gene, which upon the addition of a chemical inducer of dimerization induces cell apoptosis [32]. In vitro, 98% of the engineered iPSCs and their iMph progeny could be eliminated by this method, which may be considered as an efficient killing. However, this degree of iPSC elimination may still be insufficient to warrant iMph clinical safety. In addition, in vivo validation of the approach is needed.
The second question, also related to iMph safety, is that of iMph biodistribution and persistence. This question has not been systematically addressed either. Happle and co-authors [156] reported that following an intratracheal application of human iMphs to humanized PAP mice, the transplanted cells accumulated in the lungs and could not be detected in the liver, bone marrow or spleen by flow cytometry analysis. However, real-time PCR did detect human RNA in the spleens, indicating that a small number of the transferred cells may spread throughout different tissues even after local (intrapulmonary) delivery. Another study reported that following an intra-peritoneal application of human CAR-iMphs to tumor-bearing mice, the cells gradually disappeared after day 30 [133]. Yet, thorough systematic analyses of iMph persistence, biodistribution and tumorigenicity have not been performed and are critically needed.
The safety of genetically engineered iMphs is a separate question to consider. It largely depends on the specificity of the introduced corrections (e.g., a proper selection of the target DNA site and the design of single guide RNA in the case of CRISPR/Cas technology), the choice of delivery method (e.g., vector integration ability) and the lack of off-target effects. The general drawbacks of existing genetic engineering techniques have been systemized in a series of comprehensive analyses [159–162] and are beyond the scope of this review. In relation to macrophages, it should be noted that the differentiation of iMphs from iPSCs goes through several stages, includes multiple rounds of cell division, takes at least 2–3 weeks to obtain the first iMph harvest and may last for many months afterwards. Therefore, the specificity and the stability of modifications introduced into iPSCs need to be additionally and carefully controlled at the iMph level. Furthermore, the phenotypes, transcriptomic signatures and functional activities of genetically modified iMphs should be carefully examined, as they may be influenced by the introduced mutations [57].
Potentially, for cell therapy purposes, allogeneic and autologous iMphs can be used. A significant benefit of allogeneic iMphs is their possible off-the-shelf use, which reduces therapy costs and the time it takes to prepare a cell product. However, allogeneic transplantation bears the risks of graft-derived infections and graft rejection. The first may be overcome by a thorough medical examination of the donor. The second problem may be solved by creating biobanks of iPSCs and iMphs with diverse HLA haplotypes [163, 164]. Another way to go, which is currently being actively elaborated, is to create “universal” iPSCs with ablated expression of HLA and/or other molecules involved in antigen presentation (e.g., TAP-1, CIITA) [155, 165, 166]. Such iPSCs can be used as a source for generating “universal” iMphs. To avoid the rejection of donor cells by the recipient’s innate immune cells, it has recently been suggested that immune regulatory molecules, such as CD47, could be introduced into HLA-ablated donor cells [167, 168]. However, it should be taken into account that decreased immunogenicity may lead to increased tumorigenicity. Therefore, the safety of hypoimmunogenic iMphs and their potential contamination with iPSCs should be examined with special attention, the benefit/risk ratio must be carefully evaluated, and the cells should be used only when critically needed. Moreover, for some applications, allogeneic iMphs may have preferences over the “universal” ones. For example, if iMphs are intended to eradicate an acute infection, a short-term survival of donor cells may be preferred, as this will reduce the tumorigenicity risk [155].
Autologous iMphs are devoid of infection and rejection flaws. However, their generation is expensive and time-consuming. As a result, they can be used for the treatment of chronic diseases only. Additionally, iPSC lines derived from different individuals may differ, which is why their safety and efficacy may also vary [155]. Finally, the tumorigenicity risk may be higher for autologous iPSC-derived cells compared to allogeneic cells due to a low immunogenicity of the former [169, 170].
Overall, allogeneic and autologous iMphs have their own advantages and limitations; the choice may depend on the cost-efficacy ratio and on the application the cells are intended for, particularly, on whether they are intended for the treatment of acute or chronic conditions.
Apart from the safety issues, there are other questions that need to be solved before iMph therapy becomes a reality. Technically, we need to optimize iMph differentiation methodologies so as to increase iMph output, to decrease iMph generation cost and to warrant differentiation stability, iMph homogeneity and purity. The use of genetically modified iMphs requires further improvement of reprogramming methods [159]. In contrast to embryonic stem cells, iPSC generation does not require the destruction of human embryos. Nonetheless, ethical issues still remain, including the risk of tumor generation in the process of stem therapy, donor selection in the case of allogeneic transplantation, and the enforcement of restrictions not to use iPSCs to make human embryos, produce human germ cells and clone human beings. Finally, a regulatory path for the use of iPSC derived cell products needs to be developed. These issues have been reviewed elsewhere [159, 171] and are beyond the scope of the present review.
Conclusions
The generation of macrophages from iPSCs is a recently developed technique that has several important advantages promoting a widespread use of the iMph model. The main iMph benefits include:
-
(i)
The possibility of obtaining iPSCs/iMphs nearly from any donor and of any genetic background (availability) [35, 43, 166];
-
(ii)
Potential feasibility of obtaining iMphs in unlimited quantities, including large-scale production in industry-compatible bioreactors (scalability) [35, 46];
-
(iii)
Genetic, phenotypic, transcriptomic and functional homogeneity and a “naïve-like” state of the iMph population (standardizability) [33, 133];
-
(iv)
The ease of obtaining genetically edited iMphs due to the feasibility of genetic modification of iPSCs (editability) [62, 115, 116, 159].
The advantages of the iMph model along with the multifaceted activity of the macrophage population in general underlie multiple applications wherein iMphs are valuable (Fig. 2). The main of them are:
-
(i)
Disease modeling. The existing studies have focused mostly on the modeling of rare hereditary diseases. However, given the role of macrophages in the pathogenesis of many other disorders, it is anticipated that the spectrum of iMph-based disease models will be extended beyond rare diseases to include such pathologies as autoinflammatory disorders, atherosclerosis and others.
-
(ii)
Studying macrophage-pathogen interactions. iMph infectability with various pathogens has been documented and used to study the molecular basis of macrophage-pathogen interactions. Future developments will likely include the elaboration of approaches to infectious disease treatment based on the use of “native” [46, 96, 98] or genetically engineered [96] iMphs.
-
(iii)
Drug screening. In this area, the HTS of large compound libraries using the iMph model is especially promising.
-
(iv)
In the area of basic research, the iMph platform allows to model embryonic myelopoiesis and to directly assess the effects of individual genes on macrophage functionality.
-
(v)
Finally, an attractive direction is the use of iMphs for cell-based therapy. Potential applications include the treatment of hereditary diseases, adjunctive therapy for acute infections, inflammatory conditions and cancer, as well as replacement cell therapy. For most of these applications, our ability to modify iMphs so as to change their activity in a desired direction will be important.
In spite of the prospects of the iMph methodology, it is not without limitations. To make iMph clinical use a reality, multiple methodological, ethical and regulatory issues need to be solved. Among them, the safety of iMph use comes first. This requires filling research gaps in terms of iMph biodistribution, persistence and tumorigenicity. Further methodological studies are needed to increase iMph yield and differentiation stability, secure iMph purity and homogeneity and decrease iMph generation cost. For genetically manipulated iMphs, optimization of reprogramming techniques and strict control of cell stability, as well as the minimization of off-target effects are needed. Some biological factors, such as the differentiation potential of different iPSC lines, are difficult to predict. Therefore, reliable methods to assay the whole differentiation process and the resulting iMphs need to be elaborated and implemented. Finally, a regulatory path for (or against) the use of iPSC-derived cell products needs to be elaborated.
In conclusion, iMphs have multiple prospective applications, and their number is rapidly expanding. At the same time, the safety of using iMphs remains insufficiently researched. A thorough examination of this issue is an essential step towards a future clinical implementation of iMph-based therapy.
Acknowledgements
The authors thank Dr Olga Sakovnich for technical assistance and Dr Natasha Grigorian for proofreading the text.
Abbreviations
- AM
Alveolar macrophages
- AD
Alzheimer’s disease
- ADA
Adenosine deaminase
- AR
Autosomal recessive
- BCG
Bacillus Calmette–Guérin
- BMP4
Bone morphogenetic protein 4
- BS
Blau syndrome
- CAR
Chimeric antigen receptor
- CGD
Chronic granulomatous disease
- CINCA
Chronic infantile neurologic cutaneous and articular syndrome
- CRISPR
Clustered regularly interspaced short palindromic repeats
- CSF2R
Colony stimulating factor 2 receptor
- DENV
Dengue virus
- EB
Embryoid body
- EB-S
Spontaneous EB-based protocol of iMph differentiation
- EB-F
Factor-assisted EB-based protocol of iMph differentiation
- FGF2
Basic fibroblast growth factor
- FLT3L
FMS-like tyrosine kinase 3 ligand
- FMF
Familial Mediterranean fever
- GBA1
β-Glucocerebrosidase
- GD
Gaucher disease
- GM-CSF
Granulocyte–macrophage colony-stimulating factor
- HE
Hemogenic endothelium
- HIV
Human immunodeficiency virus
- HPP
Hematopoietic progenitor
- HSC
Hematopoietic stem cell
- HTS
High throughput screening
- IBD
Inflammatory bowel disease
- IL-3
Interleukin-3
- IL-6
Interleukin-6
- iMG
iPSC-derived microglia
- iMphs
iPSC-derived macrophages
- iPSCs
Induced pluripotent stem cells
- iPS-MLs
iPSC-derived myeloid cell lines
- LPS
Lipopolysaccharide
- LRRK2
Leucine-rich repeat kinase 2 (LRRK2)
- M-CSF
Macrophage colony-stimulating factor
- MDM
Monocyte-derived macrophages
- Mtb
Mycobacterium tuberculosis
- NLRP3
NOD-, LRR- and pyrin domain-containing protein 3
- NOD2
Nucleotide-binding oligomerization domain 2
- PAP
Pulmonary alveolar proteinosis
- PD
Parkinson’s disease
- RBCs
Red blood cells
- ROS
Reactive oxygen species (ROS)
- scFv
Single chain variable region fragment
- SCF
Stem cell factor
- SCID
Severe combined immunodeficiency
- SNCA
α-Synuclein
- TD
Tangier disease
- TPO
Thrombopoietin
- TREM2
Triggering Receptor Expressed On Myeloid Cells 2
- USP18
Ubiquitin-specific proteinase 18
- VEGFA
Vascular endothelial growth factor A
- ZIKV
Zika virus
- 2D-F
2D factor-dependent protocol of iMph differentiation
Author contributions
IL, conceptualization, the literature search, data analysis and manuscript drafting; AV, critical revision of the work.
Funding
The study was supported by a Russian Science Foundation grant No 19-75-20176.
Availability of data and materials
Data sharing is not applicable to this article as no datasets were generated or analysed during the current study.
Declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Associated Data
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Data Availability Statement
Data sharing is not applicable to this article as no datasets were generated or analysed during the current study.