GM-CSF-based treatments in COVID-19: reconciling opposing therapeutic approaches

Therapeutics against coronavirus disease 2019 (COVID-19) are urgently needed. Granulocyte–macrophage colony-stimulating factor (GM-CSF), a myelopoietic growth factor and pro-inflammatory cytokine, plays a critical role in alveolar macrophage homeostasis, lung inflammation and immunological disease. Both administration and inhibition of GM-CSF are currently being therapeutically tested in COVID-19 clinical trials. This Perspective discusses the pleiotropic biology of GM-CSF and the scientific merits behind these contrasting approaches.

mutations that ablate GM-CSFR function) causes pulmonary alveolar proteinosis (PAP), a life-threatening interstitial lung disease in which dysfunctional alveolar macrophages cannot clear surfactant 16 . Patients with PAP have increased susceptibility to opportunistic infections due to defective antimicrobial function of alveolar macrophages and basal circulating neutrophils, caused by impaired GM-CSF signalling 16,17 . In mice, GM-CSF has been reported to be required for the steady-state maintenance of non-lymphoid tissue-resident CD103 + dendritic cells across multiple tissues, and this population of cells was shown to be critically important for the initiation of CD8 + T cell responses in the lung 18,19 . GM-CSF thus serves a crucial role in normal lung health and can be important for host defence.

Role in inflammation.
During inflammation, GM-CSF can be secreted by several different cell types, including epithelial cells and leukocytes, and is a critically important cytokine that can drive both innate and adaptive immune responses ( fig. 1). GM-CSFR is mainly expressed on myeloid cells, generally restricting the direct-acting function of GM-CSF to cells of this lineage. GM-CSF broadly serves two important roles during the immune response: it polarizes mature myeloid cells into a pro-inflammatory phenotype (paracrine/autocrine function), and it governs 'emergency myelopoiesis' , expanding and mobilizing progenitor myeloid cells to sites of inflammation (endocrine function) 2 . GM-CSF-activated myeloid cells can secrete reactive oxygen species and express elevated levels of pro-inflammatory cytokines (such as IL-1, IL-6 and tumour necrosis factor (TNF)) and a variety of chemokines (such as CCL2, IL-8 and CCL17, which can attract monocytes, neutrophils and lymphocytes, respectively) 2 . GM-CSF can also enhance the ability of dendritic cells to prime T cells during antigen-specific immune responses 14,18 . A distinct subset of CD4 + T helper cells (T H cells) that produce primarily GM-CSF has been identified [20][21][22][23] . These T cells can heighten the immune response by activating pro-inflammatory myeloid cells and recruiting them to sites of inflammation [20][21][22] . Thus, it has This Perspective provides a brief overview of the pleiotropic biology of GM-CSF and examines the preclinical and clinical studies supporting the use of both sargramostim and GM-CSF-targeting mAbs in COVID-19.

Role in homeostasis.
Macrophage colony-stimulating factor (M-CSF), granulocyte colony-stimulating factor (G-CSF) and GM-CSF are implicated in myelopoiesis, the production of monocytes, macrophages, dendritic cells and granulocytes (neutrophils, eosinophils and basophils) from progenitor cells. M-CSF and G-CSF appear to be involved in steady-state myelopoiesis, given that null mutants of the encoding genes in mice cause severe phenotypes (for example, skeletal and sensory defects and neutropenia) [10][11][12] . By contrast, GM-CSF is barely detectable in the blood of healthy individuals and is thought to serve less of a role in homeostatic myelopoiesis, as evidenced by the fact that GM-CSF-deficient mice have a virtually normal lifespan and have less dramatic alterations in the basal myeloid system 13,14 .
Importantly, however, GM-CSF is known to be a critical homeostatic factor in lung alveoli, where it is produced at low levels for the development and long-term maintenance of alveolar macrophages 15,16 . Severe deficiency of GM-CSF (for example, due to autoantibodies to GM-CSF or been proposed that GM-CSF serves as a primary communication conduit between inflammatory lymphoid and myeloid cells 14 . Role in disease. The aberrant expression of GM-CSF is known to drive excessive inflammation, pain, chemotaxis and tissue damage and to enhance the production of other pathogenic cytokines 2,3 . Given the proposed role of GM-CSF at the interface of lymphoid and myeloid cells, it has been postulated that a 'GM-CSF network' promotes disease by driving inflammatory responses to become persistent or hyperactive 2 . This network is defined as a positive-feedback loop involving the interdependent secretion of GM-CSF and pro-inflammatory cytokines/chemokines across monocytes/macrophages, T H cells and neighbouring cell populations. The cytokines most prominently implicated in this network are IL-1, IL-6 and TNF 2 , which have been targeted successfully in various inflammatory diseases and have now been suggested as potential targets in COVID-19 (refs 24,25 ).
GM-CSF has been shown to be upregulated either systemically and/or in the diseased tissues of patients with autoimmune conditions (such as rheumatoid arthritis) 2,26 as well as in conditions that show similarities to late-stage COVID-19, including severe acute respiratory syndrome (SARS) 27 , acute respiratory distress syndrome (ARDS) 28 , cytokine release syndrome (CRS) 29 , haemophagocytic lymphohistiocytosis (HLH) 30 , hyperinflammation associated with graft-versus-host disease (GvHD) 31 and other inflammatory diseases of the lung 32 , heart 33-35 and nervous system 21,23,36,37 . GM-CSF-producing T H cells have been identified as being involved in the pathogenesis of various immunological disorders (for example, rheumatoid arthritis 26 , multiple sclerosis 21,22 and sepsis 38 ), reminiscent of the pathogenic T H 17 pathway known to drive disease pathology in multiple autoimmune contexts (for example, psoriasis) 39 . GM-CSF inhibition via neutralizing antibodies has shown beneficial effects in a diverse range of preclinical models, including those of many of the aforementioned diseases 3 . In humans, treatment with GM-CSF-targeting mAbs has demonstrated efficacy across multiple phase II clinical trials for rheumatoid arthritis, with some potential advantages (for example, fewer off-target effects and decreased infection susceptibility) over standard-of-care therapeutics, such as disease-modifying antirheumatic drugs, TNF-targeting agents and Janus kinase inhibitors 2,40 (Table 1).  During this response, GM-CSF can act locally in inflamed tissue to induce the survival, proliferation and/or differentiation of myeloid cells, such as monocytes/macrophages and neutrophils. More specifically, GM-CSF can potentially do the following: activate mature myeloid cells to a pro-inflammatory phenotype with enhanced cytokine (for example, IL-1, IL-6 and tumour necrosis factor (TNF)) and chemokine (for example, CCL2, IL-8 and CCL17) secretory capacity; recruit immature myeloid cells from the circulation and aid in their terminal differentiation; and develop/stimulate dendritic cells to prime the adaptive immune response. Activated lymphocytes (for example, GM-CSF-producing T helper cells) can migrate into diseased tissue and the circulation, serving as a source of GM-CSF, thereby aiding in the recruitment and activation of new myeloid cells. GM-CSF levels can also be elevated systemically to induce 'emergency myelopoiesis', expanding and mobilizing immature myeloid/progenitor haematopoietic cells in the circulation and bone marrow. These GM-CSF-dependent responses thus heighten the inflammatory response in inflamed or diseased tissue. The broad range of immunological activities of GM-CSF can form part of positive-feedback loops/networks that can initiate and maintain disease-causing hyperactive or chronic immune responses. GM-CSF has also been shown to enhance antimicrobial host defence and lung barrier repair (not shown). Blue arrows mean 'secretes', black arrows mean 'acts on', dotted arrows indicate movement or differentiation and 'host cell' refers to various haematopoietic and non-hematopoietic cell types. SARS-CoV-2, severe acute respiratory syndrome coronavirus 2.

GM-CSF-based therapies in COVID
www.nature.com/nri epidemics 42 , a three-phase clinical staging model has been proposed for COVID-19: (1) fever, cough and other relatively mild symptoms accompanying an increase in viral load; (2) severe pneumonia that persists, despite a decline in viral load, due to a hyperactive immune response; and (3) continuation of significant immune dysregulation resulting in pulmonary destruction, cardiac instability, multiorgan failure and death 43 . It has become increasingly well appreciated that the characteristic hyperactive immune response driving COVID-19 progression consists of a 'cytokine storm' , overwhelming infiltration of inflammatory myeloid cells into the lungs (particularly monocytes, macrophages and neutrophils), and even a disease phenotype resembling secondary HLH (often referred to as 'macrophage activation syndrome') 25,[43][44][45][46][47] .
A subset of patients also experience acute myocardial injury and/or neuropsychiatric symptoms, which are associated with poor outcomes and may be caused by systemic inflammation 48,49 . Therapies aimed at increasing viral clearance, strengthening lung tissue and/or reducing the excessive host immune response may be able to reduce the morbidity and mortality associated with COVID-19.

Rationale for administering GM-CSF in COVID-19.
Recombinant human GM-CSF (sargramostim) is FDA-approved for multiple indications, and its administration may provide several benefits to patients with COVID-19. As mentioned already, GM-CSF is required to maintain pulmonary function and lung sentinel cell-mediated immunity 16,50 . Overexpression of GM-CSF in mice prevented hyperoxia-induced lung injury by strengthening the resistance of alveolar wall cells to apoptosis and protecting against secondary bacterial infection 51,52 . Early elevated expression of GM-CSF in bronchoalveolar lavage fluid (BALF) of patients with acute lung injury and ARDS correlated with increased survival, potentially owing to the enhanced survival of alveolar macrophages 53 . On the basis of these data, a randomized controlled clinical trial was conducted to study the use of intravenously administered recombinant human GM-CSF in patients with acute lung injury or ARDS 54 . This trial failed to demonstrate reduction of ventilator-free days or mortality over the 28-day observation period. However, the study was underpowered owing to a slow recruitment pace (N = 130 of planned 200 participants) 54 , and it has been hypothesized that local delivery of high  Nature reviews | Immunology levels of GM-CSF directly to the lungs may be required for a therapeutic effect 55,56 . Across many preclinical models of viral and bacterial pneumonia, GM-CSF expression in the lung has been shown to serve a beneficial role by enhancing repair of injured lung tissue and by activating innate and adaptive immune responses to clear pathogens 19,50,[56][57][58][59][60][61][62][63] . In this context, GM-CSF is thought to act mainly on alveolar macrophages and tissue-resident CD103 + dendritic cells, and there is even evidence that GM-CSF directly modulates alveolar epithelial cells 19,50,64 . Pretreatment with intranasally administered GM-CSF protected mice from lethal influenza-induced lung injury 56,60 , and lung-specific overexpression of GM-CSF after influenza viral infection in an inducible transgenic mouse model significantly increased survival 61 . Inhaled GM-CSF also protected against secondary bacterial infection in a postinfluenza pneumococcal pneumonia mouse model 62 .
Conversely, GM-CSF-deficient mice showed no survival 48 hours after intratracheal inoculation with Gram-negative bacteria (compared with 100% survival in controls) due to impaired alveolar macrophage bactericidal function 63 . During infection resolution, GM-CSF was shown to mediate macrophage-epithelial cell crosstalk, stimulating alveolar epithelial cell proliferation and barrier repair 64,65 . In six patients with pneumonia-associated ARDS, compared with an external control group, increased oxygenation and lung compliance were observed following treatment with inhaled GM-CSF on a compassionate use basis; however, these results will need to be verified in controlled studies 55 . Currently, a randomized, open-label, investigator-initiated trial is ongoing to assess inhaled and/or intravenously administered sargramostim in patients with acute hypoxic respiratory failure due to COVID-19 (N = 80, NCT04326920) 66 . A randomized, double-blind, placebo-controlled study has also been initiated to assess intravenously administered sargramostim in 30 patients with respiratory failure due to COVID-19 (NCT04400929) 66 (Table 1). This strategy may prove useful for stabilizing alveolar macrophage and epithelial cell function, increasing SARS-CoV-2 clearance, protecting against secondary infection and contributing to lung repair mechanisms.

Risks associated with GM-CSF administration in COVID-19.
Sargramostim is typically used clinically to expand bone marrow progenitor cells and promote myeloid reconstitution, for example, in cases of neutropenia following chemotherapy or autologous bone marrow transplantation. In apparent contradiction to the data presented in the previous subsection, the sargramostim FDA label cautions against treating patients with hypoxia because its administration has been shown to induce respiratory symptoms due to excessive granulocyte mobilization into the lungs from the circulation 67 . It was demonstrated in healthy volunteers that neutrophils primed ex vivo with GM-CSF are sequestered in the pulmonary vasculature, whereas little to no retention was observed with non-primed cells 68 . Considering that neutrophil accumulation in the lung is a hallmark of ARDS 69 , it is noteworthy that acute lung injury has been reported as a potential complication of sargramostim use in rare cases 70 . GM-CSF has been shown to boost neutrophil survival in ARDS, and thus inhibition of the GM-CSF pathway has been proposed as a potential ARDS therapeutic approach 17,28,71 , contrary to recommendations in many of the aforementioned reports.
Given the aforementioned literature, careful monitoring will be needed with sargramostim use in the COVID-19 setting, particularly as late stages of COVID-19 are thought to be driven by host overactive immunity rather than high viral load 43 . GM-CSF administration can induce flu-like symptoms, leukocytosis and capillary leak syndrome 67 , therefore posing the potential risk of exacerbating the SARS-CoV-2-induced hyperinflammatory response. BALF analyses of patients with COVID-19 have shown that alveolar macrophages are depleted in patients with severe COVID-19 (refs 46 ), indicating perhaps that GM-CSF administration may be more beneficial in patients with earlier-stage COVID-19. Indeed, the COVID-19 trials assessing GM-CSF administration exclude patients with ferritin levels greater than 2,000 µg ml −1 (consistent with ongoing HLH) and thus may treat patients before they progress to an overt hyperinflammatory phenotype.

Rationale for neutralizing GM-CSF in COVID-19.
Anti-inflammatory therapies have attracted great interest in COVID-19, and an immunomodulatory agent that is able to prevent or reduce the disease-driving hyperactive immune response could be a beneficial therapy for late-stage COVID-19 (ref. 25 ). In COVID-19 and other coronavirus-mediated diseases, pathogenic myeloid cell overactivation is thought to be an important mediator of tissue damage, hypercoagulation and the cytokine storm 44,72 .
BALF analyses from patients with mild or severe COVID-19 showed that patients with severe COVID-19 experienced significant lung infiltration by circulating inflammatory monocyte-derived macrophages 46 . Due to its role as a myeloid cell growth factor and pro-inflammatory cytokine, GM-CSF may be a key driver of the immunopathological sequelae of COVID-19.
Although virtually undetectable in the circulation of healthy individuals 14 , GM-CSF was recently noted as being upregulated in the serum of a subset of patients with COVID-19 (ref. 73 ). It was reported that the percentages of GM-CSF-expressing CD4 + T cells, CD8 + T cells, natural killer cells and B cells were significantly higher in the blood of patients with COVID-19 who were admitted to an intensive care unit (ICU) than in healthy controls 1 . This pan-cellular observation was not seen with IL-6 and TNF expression in the respective populations. Furthermore, a GM-CSF + IFNγ + CD4 + T cell signature, which is associated with GvHD 31 and autoimmune arthritis 26 , encephalomyelitis 74 and diabetes 75 , was found in the peripheral blood of the patients in the ICU. These T cell responses were accompanied by a significant increase in the numbers of CD14 + CD16 + inflammatory monocytes, and a high percentage of monocytes secreted GM-CSF and IL-6 (ref. 1 ). The reported immunological changes appeared to be more pronounced in patients admitted to an ICU than in those who did not require ICU care and thus appear to correlate with clinical severity. Similarly, a study in patients with sepsis demonstrated that an increased percentage of circulating GM-CSF-producing T H cells is predictive of poor outcome and is correlated with IL-1 and IL-6 expression; these cells exhibited a memory phenotype and were reported to be mediators of dysfunctional neutrophil activity 38 . However, given the role of GM-CSF in pathogen clearance and lung repair, it is important to consider that GM-CSF levels may be elevated as a compensatory mechanism or as a background consequence of increased COVID-19 severity. Further studies are therefore needed to determine whether increased production of GM-CSF in patients with COVID-19 represents a physiological response to infection or a pathogenic driver of disease.
We, along with others 1,72 , suggest that in patients with COVID-19, dysregulated GM-CSF expression could induce overactivation of myeloid cells that secrete pro-inflammatory mediators and destructively infiltrate tissue, such as www.nature.com/nri the lungs and potentially even the heart and the nervous system. This suggestion is consistent with the disease-driving mechanism of action of GM-CSF proposed in many preclinical models with pathologies similar to that of late stages of COVID-19, including models of chimeric antigen receptor (CAR) T cell-related CRS and neurotoxicity 76 , GvHD-associated CRS 31 , septic shock 77,78 , neuroinflammatory disease 21 , inflammatory lung conditions 71,79-85 and acute cardiovascular diseases (myocarditis 86 , myocardial infarction 33 and vasculitis 87 ). Therapeutic inhibition of GM-CSF has shown benefit (including survival advantages) in all of these preclinical models by decreasing the production of multiple pro-inflammatory cytokines/chemokines and reducing tissue infiltration by inflammatory immune cells 2,3 . Of note, a recent report described an outbreak of 'Kawasaki-like' disease in SARS-CoV-2-infected children 88 , and GM-CSF neutralization via mAb in a mouse model of Kawasaki disease led to significant reductions in disease incidence and severity 89 . With respect to the lung, systemic monoclonal anti-GM-CSF administration after intranasal lipopolysaccharide challenge in mice reduced the lung accumulation of myeloid cells in a dose-dependent manner 79 . A similar benefit was achieved with the use of GM-CSF neutralization to treat inflamed lungs in multiple other mouse studies [80][81][82][83] . A phase II trial of monoclonal anti-GM-CSF administration in patients with asthma demonstrated no benefit in the overall population but statistically significant improvement versus placebo on the primary outcome measure in prespecified subgroups 32 .
In mouse models of SARS-CoV infection, GM-CSF was proposed as a mediator of the lethal SARS-CoV-induced infiltration of inflammatory monocytes/macrophages into the lungs 90 . GM-CSF was upregulated before all other cytokines (IL-6, TNF and IFNβ) and chemokines (CCL2, CCL7 and CCL12) that were measured, indicating that GM-CSF might be involved in the initiation of this immunopathological process. In these studies, genetically modified mice (Ifnar −/− mice, which cannot respond to type I interferon) did not experience the early upregulation of GM-CSF and were protected from the cellular infiltration and death 90 . Experimental depletion of inflammatory monocytes and macrophages resulted in significantly reduced morbidity and mortality (100% survival out to ~2 weeks versus ~20-40% in controls) and increased numbers of virus-specific T cells in the lungs, demonstrating the therapeutic potential of downregulating inflammatory myeloid cells in coronavirus infections 90 .
Together, these data suggest that the use of mAbs to GM-CSF or GM-CSFR might be a promising therapeutic strategy for curbing the hyperactive host immune response observed in COVID-19. A number of large clinical trials in patients with COVID-19 are currently assessing similar immunomodulatory strategies. These include IL-6 targeting via sarilumab or tocilizumab, the latter of which is FDA-approved for CAR T cell-related CRS 72 , and IL-1 blockade with anakinra or canakinumab 72,91 . Recently, a data monitoring committee analysis of an ongoing phase II/III randomized controlled trial of sarilumab showed a large reduction in C-reactive protein levels and an increase versus placebo on ventilator-free survival in 'critical' patients with COVID-19 (requiring high-flow oxygenation, mechanical ventilation or ICU care at study entry) (N = 44 receiving placebo, N = 88 receiving high-dose sarilumab therapy, no P values reported) 92 . The data monitoring committee recommended stopping the assessment of low-dose treatment, as well as discontinuing the enrolment of patients with "severe" disease (requiring supplemental oxygen without mechanical or high-flow oxygenation) and patients exhibiting multiorgan system dysfunction, demonstrating the importance of timing and dose strength for the use of immunomodulatory biologics in COVID-19 (ref. 92 ). The careful assessment of the designs and results of these types of cytokine-targeting mAb clinical trial will be important for setting expectations and implementing amendments during the ongoing GM-CSF-targeted mAb clinical trials in patients with COVID-19.
Because GM-CSF can stimulate the expression of IL-1, IL-6, TNF and other pro-inflammatory cytokines and chemokines, a GM-CSF-targeting strategy might have broader effects than other immunomodulatory approaches when one is seeking to therapeutically dampen overactive immune responses. This hypothesis is supported by data from clinical trials in which GM-CSF-targeted therapy was shown to be efficacious in patients with rheumatoid arthritis who were unresponsive to TNF-targeted therapy 93,94 . In a head-to-head study comparing GM-CSF blockade with monoclonal anti-TNF therapy in patients with rheumatoid arthritis, GM-CSF blockade induced a sustained reduction in the levels of markers of inflammation, such as C-reactive protein and IL-6, whereas monoclonal anti-TNF therapy did not in the particular population under study 40 . Even given the benefits of tocilizumab in CRS, it has been speculated that patients can become refractory owing to early and sustained upregulation of GM-CSF 76,95,96 , and clinical trials are ongoing or planned to assess the benefit of GM-CSF-targeting mAbs in CAR T cell-related CRS and in CRS associated with GvHD 4-6 .
In summary, these data suggest that GM-CSF can have a master regulatory effect on cytokine expression and myeloid cell-mediated hyperinflammation, including in the lung. Many of the preclinical and clinical data from the GM-CSF-targeting mAb therapeutic class come from inflammatory disorders not caused by a viral pathogen, making extrapolation to COVID-19 difficult. However, as mentioned earlier, late stages of COVID-19 appear to be driven not by active viral replication and cell lysis but instead by host immunopathology -particularly myeloid cell immunopathology -that is similar to many aspects of these disorders 43,72 . Thus, the putative pathogenic role of GM-CSF in immune overactivation across many studies provides a rationale for the initiation of the ongoing randomized controlled trials using GM-CSF-targeting mAbs for the treatment of patients with COVID-19 (Table 1).

Risks associated with GM-CSF inhibition in COVID-19.
Given the homeostatic role of GM-CSF in the lung, blocking GM-CSF action in patients with COVID-19 comes with the potential risks of compromising alveolar macrophage function and hindering pathogen clearance. As with any anti-inflammatory approach under investigation in COVID-19, close monitoring for evidence of viral exacerbation will be needed. Importantly, mAbs to GM-CSF and GM-CSFR have demonstrated a strong safety profile to date across more than 1,000 patients treated in multiple phase II trials 2 , including a long-term safety study where patients were receiving the therapy for a median of 2.5 years 97 . Although secondary infections could have been expected (as can be observed in patients receiving TNF-or IL-6-targeted therapy), no increase in tuberculosis and other serious infections has so far been noted 2 . While PAP is of theoretical concern, no patient has developed this disease in any monoclonal anti-GM-CSF or monoclonal anti-GM-CSFR trial to date. It has been hypothesized that primary PAP can develop only from dramatic and sustained GM-CSF neutralization by polyclonal antibodies (for example, autoantibodies) 98 .
In the COVID-19 setting, therapeutic intervention will occur over a short time frame (likely 2 weeks or less), lessening the risk of lung toxicity. Furthermore, the timing of mAb administration may be very important. Although GM-CSF could be beneficial for maintaining alveolar macrophage function during the viral assault in the early disease phase, neutralizing GM-CSF may be able to reduce the primary pathology of the cytokine storm and myeloid cell-induced lung destruction in later disease stages.

mAbs to GM-CSF and GM-CSFR in development to treat COVID-19.
A number of clinical trials of systemically administered mAbs to GM-CSF or GM-CSFR have been completed or are ongoing for inflammatory/ autoimmune conditions; recently, six companies initiated clinical studies assessing these mAbs for the treatment of COVID-19 (Table 1). Encouraging data were obtained from an open-label cohort study of patients with COVID-19 treated with the GM-CSFR mAb mavrilimumab (N = 13), compared with a matched contemporaneous untreated control group (N = 26) 6 . Benefits in the mavrilimumab-treated group were reported across multiple clinically relevant end points, including time to hospital discharge and mortality; mavrilimumab was observed to be well tolerated in all patients, with no infusion reactions 6 . However, these findings need to be confirmed in larger studies that are placebo controlled.
As of 28 May 2020, six randomized, double-blind, placebo-controlled trials were ongoing for GM-CSF-targeting mAbs in COVID-19 (Table 1). The lenzilumab trial (N = 238, NCT04351152) excludes patients with ARDS, and the mavrilimumab trials (N = 60, NCT04399980; N = 50, NCT04397497) exclude patients receiving mechanical ventilation at the time of randomization. By contrast, the otilimab (N = 800, NCT04376684), gimsilumab (N = 270, NCT04351243), and TMJ2 (N = 144, NCT04341116) trials allow inclusion of these patients. The differing target patient populations in these studies should indicate whether targeting GM-CSF may be effective at early and/or late stages of COVID-19. Of note, there is expected to be little difference between targeting the GM-CSF ligand versus the receptor because both strategies block the same interaction. Indeed, preclinical and clinical trial data in rheumatoid arthritis have shown similar benefits for these two approaches 2 .

Conclusion
We have provided the rationale and risks for both therapeutically administering and inhibiting GM-CSF in COVID-19. Given the pleiotropic roles of GM-CSF in lung health, host defence and inflammation, care should be taken with respect to dose, route and timing of administration for each therapeutic approach. GM-CSF administration in patients with COVID-19 may improve lung function by strengthening the alveolar wall and enhancing viral clearance, and this approach may thus provide particular benefit in early stages of COVID-19. By contrast, GM-CSF or GM-CSFR blockade could be a beneficial treatment for the cytokine storm and inflammatory myeloid cell tissue infiltration associated with moderate-to-severe COVID-19. The GM-CSF blockade strategy may have broad immunomodulatory effects given that it could affect the secretion of multiple pro-inflammatory cytokines and chemokines by myeloid cells. In our view, the GM-CSF-based therapies are worthwhile investigational approaches during the urgent global search for effective COVID-19 therapeutics.