Abstract Hyperuricemia is an essential risk factor in chronic kidney disease (CKD), while urate‐lowering therapy to prevent or delay CKD is controversial. Alternatively activated macrophages in response to local microenvironment play diverse roles in kidney diseases. Here, we aim to investigate whether and how macrophage integrin αM (ITGAM) contributes to hyperuricemia‐related CKD. In vivo, we explored dynamic characteristics of renal tissue in hyperuricemia‐related CKD mice. By incorporating transcriptomics and phosphoproteomics data, we analyzed gene expression profile, hub genes and potential pathways. In vitro, we validated bioinformatic findings under different conditions with interventions corresponding to core nodes. We found that hyperuricemia‐related CKD was characterized by elevated serum uric acid levels, impaired renal function, activation of macrophage alternative (M2) polarization, and kidney fibrosis. Integrated bioinformatic analyses revealed Itgam as the potential core gene, which was associated with focal adhesion signaling. Notably, we confirmed the upregulated expression of macrophage ITGAM, activated pathway, and macrophage M2 polarization in injured kidneys. In vitro, through silencing Itgam, inhibiting p‐FAK or p‐AKT1 phosphorylation, and concurrent inhibiting of p‐FAK while activating p‐AKT1 all contributed to the modulation of macrophage M2 polarization. Our results indicated targeting macrophage ITGAM might be a promising therapeutic approach for preventing CKD. Keywords: chronic kidney disease, hyperuricemia, integrin αM, macrophage M2 polarization __________________________________________________________________ Schematic diagram of macrophage ITGAM and related mechanisms in hyperuricemia‐related chronic kidney disease in mice. Through the integration and analysis of transcriptomic and phosphoproteomic data from renal tissue stimulated by hyperuricemia, we identified ITGAM as a central node. ITGAM on macrophages activates FAK/AKT/GSK‐3β, resulting in the stabilization of β‐catenin, and promotion of M2 polarization and kidney fibrosis in hyperuricemic CKD mice. The findings were confirmed through both in vivo and in vitro experiments by manipulating Itgam, p‐FAK, and p‐AKT1. graphic file with name MCO2-5-e580-g006.jpg 1. INTRODUCTION Hyperuricemia prevalence has been rising in recent years, attributable in part to shifts toward unhealthy dietary patterns and lifestyles.[32] ^1 , [33]^2 The kidneys in healthy individuals are responsible for the excretion of two‐third uric acid (UA), thus playing an essential role in the pathogenesis and progression of chronic kidney disease (CKD). Kidney damage related to hyperuricemia typically manifests as chronic interstitial nephritis, the formation of urate crystals or stones, and subsequent kidney fibrosis.[34] ^3 , [35]^4 As a modifiable metabolite, UA represents a viable therapeutic target for mitigating kidney damage induced by hyperuricemia. But in the setting of CKD, it is controversial whether UA‐lowering is an effective strategy to prevent or delay CKD progression.[36] ^5 Investigations into therapeutic targets that participate in hyperuricemia‐related CKD are of great clinical significance. Integrin constitutes the largest family of cell adhesion molecules and is involved in kidney development and diseases.[37] ^6 , [38]^7 Renal fibrosis could be induced by integrins through cell–matrix or cell–cell interactions.[39] ^8 Integrins are αβ heterodimeric transmembrane glycoproteins and mainly divided into integrin β1, β2, and β3 families according to β subunits.[40] ^9 As transmembrane receptors, integrins participate in cell proliferation, survival and migration, differentiation, and matrix homeostasis.[41] ^8 Due to lack of enzymatic activity, integrins need to bind adaptor proteins for intracellular signal propagation, such as focal adhesion kinase (FAK), a key tyrosine kinase of intracellular signaling binding to a number of downstream molecules.[42] ^10 αMβ2, also known as macrophage antigen 1 (Mac‐1), is the predominant leukocyte‐specific β2 integrin abundantly expressed in monocytes/macrophages and dendritic cells.[43] ^11 The αMI‐domain within αMβ2 mediates ligand binding and is responsible for substrate specificity, thus integrin αM (ITGAM) mainly determined diverse functions of Mac‐1.[44] ^12 Previous studies reported that ITGAM overexpression was associated with macrophage infiltration and renal fibrosis.[45] ^13 , [46]^14 Macrophages accumulate in injured kidneys and present as polarized M1 or M2 phenotype for proinflammatory or profibrotic functions, respectively.[47] ^15 , [48]^16 Macrophage alternative (M2) polarization is considered as an essential feature of fibrosis.[49] ^17 However, it is not well elucidated whether ITGAM regulated macrophage M2 polarization in renal fibrosis and signaling pathways involved. Here, integrin ITGAM is reported as the hub gene promoting macrophage M2 polarization in hyperuricemia‐related CKD. Through comprehensive bioinformatic analysis, we have confirmed that ITGAM contributes to the development of kidney disease by modulating the FAK/AKT1/GSK‐3β signaling pathway. Our findings shed light on the molecular mechanism underlying kidney fibrosis in hyperuricemia‐related CKD, highlighting the significance of ITGAM expression, and signaling as potential therapeutic targets for the prevention and delay of CKD progression. 2. RESULTS 2.1. Progressive renal function decline and kidney fibrosis in mice wth hyperuricemia‐related CKD To investigate the phenotypic dynamic changes of hyperuricemia‐related CKD, we conducted animal model in mice and performed biochemical and renal tissue analyses. From day 0 to day 21 under gavage feeding of adenine and potassium oxonate, we set several time points and described dynamic characteristics of blood, urine, and kidney samples (Figure [50]1A). Serum UA kept rising and reached peak at day 21 (Figure [51]1B). Similar trend to UA was observed in renal function measurements. Urine albumin‐to‐creatinine ratio (UACR) rose rapidly and became five fold level at day 7 compared with day 0, and then slowly declined but still at high level at days 14 and 21 (Figure [52]1C). Serum urea and serum creatinine (SCr) went up quickly from day 0 to day 7, kept stable at high level at day 14, and then sharply increased to three and four times of baseline level respectively (Figures [53]1D and E). Histologic and quantitative changes observed in periodic acid‐Schiff (PAS)‐staining and Trichrome‐staining sections indicated progressive tubular and glomerular injuries, as well as increased collagen deposition in the tubular interstitial and glomerular mesangial compartments, respectively (Figures [54]1F and G). We further observed progressive inflammatory cell recruitment indicated by chemokine MCP‐1, proinflammatory cytokine TNF‐α, IL‐6, IL‐1β (Figure [55]1H), as well as profibrotic marker fibronectin, collagen‐I, and α‐SMA (Figure [56]1I). The dynamic evolution of hyperuricemia‐related CKD is characterized by a progressive increase in blood UA levels and a decline in renal function. The renal tissue phenotype predominantly exhibits persistent inflammation and progressive fibrosis. FIGURE 1. FIGURE 1 [57]Open in a new tab Progressive renal dysfunction and kidney fibrosis in hyperuricemia‐related CKD mice. (A) Brief instruction on model establishment and sample collection. (B) Quantification of serum uric acid from day 0 to day 21. (C) Quantification of urine albumin‐to‐creatinine ratio (UACR) from day 0 to day 21. (D) Quantification of serum urea from day 0 to day 21. (E) Quantification of serum creatinine (SCr) from day 0 to day 21 (F) Representative images of periodic acid‐Schiff (PAS) and Masson trichrome staining, indicating progressive tubular atrophy, glomerulosclerosis, and interstitial collagen deposition. (G) Quantification and comparison of tubular injuries and interstitial fibrosis across time points. (H) Protein expression changes in inflammatory indicators (MCP‐1, TNF‐α, IL‐1β, and IL‐6) from day 0 to day 21 in renal tissue. (I) Protein expression changes of profibrotic indicators (fibronectin, collagen‐1, and α‐SMA) from day 0 to day 21 in renal tissue. Each experiment had a sample size of n = 6; ****p < 0.0001, ***p < 0.001, **p < 0.01, *p < 0.05. 2.2. Itgam is the hub gene potentially activating focal adhesion pathway in mice with hyperuricemia‐related CKD To extract essential molecules from a data‐driven perspective, we conducted mRNA and protein sequencing on mouse kidneys and performed comprehensive integrated analyses. Differentially expressed genes (DEGs) and differentially expressed proteins (DEPs) in mouse kidneys were filtered followed by standardized analysis workflow (Figures [58]2A and [59]S1A). Details of quality control were provided in Figures [60]S1B and [61]C. The details about digging out hub genes and pathways related are presented in Figure [62]S1D. In brief, we performed the enrichment analysis using upregulated and downregulated DEGs/DEPs separately and presented functional characteristics accordingly (Figure [63]S1E). After molecular complex detection (MCODE) analysis, we picked out the top five clusters consisting of 334 DEGs followed by CentiScaPe analysis to obtain 49 hub genes (Figure [64]S2A). By matching the top ingenuity pathway analysis (IPA) canonical pathways with hub genes, we found two most significantly enriched genes—Itgam and Itgb2, that encoded two subunits constituting the heterodimer Mac‐1 (Figure [65]2B). The key functional role of Itgam was also highlighted by IPA canonical pathway and biomarker analysis, where the integrin signaling pathway and Itgam ranked at the top, respectively (Figures [66]2B and [67]S2B, C). In day‐21 group, Itgam and ITGAM were upregulated to 19‐fold and 3.3‐fold of their respective levels in the day‐0 group, both at the mRNA and protein level (Figures [68]2C and D). To investigate the potential regulatory pathways of ITGAM, we identified significant DEGs and DEPs that were positively correlated with Itgam/ITGAM. Subsequently, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was conducted (Figure [69]2E). Gene Set Enrichment Analysis (GSEA) analyses were also performed using these DEGs and DEPs, which revealed that the Focal Adhesion pathway ranked highest (Figure [70]2F). Considering the extensive literature on tyrosine kinases as key signal transducers for integrins,[71] ^18 we hypothesized that ITGAM significantly activated focal adhesion signaling. Collectively, multiple biostatistical analyses identified Itgam as a hub gene, with significant upregulation in the day‐21 group compared with the day‐0 group, suggesting its potential role in regulating focal adhesion signaling pathway. FIGURE 2. FIGURE 2 [72]Open in a new tab Bioinformatic analyses revealed Itgam as the hub gene and downstream focal adhesion pathway. (A) Sketch map of how we incorporated mRNA and protein sequencing data to select core genes and pathways related. In brief, we found out 1337 DEGs both at mRNA and protein levels and further adopted hub gene analyses (MCODE followed by CentiScape in Cytoscape) to acquire simplified 49 genes. (B) There are 6 of 49 hub genes corresponding to top canonical pathways conducted by IPA. Itgam and Itgb2, as two heterodimers of Mac‐1, were top‐ranked. (C and D) Itgam on day 21, at mRNA and protein level, was upregulated to 19 and 3.3 times of day 0. (E) KEGG results based on genes significantly positively correlated with Itgam at both mRNA and protein levels; (F) Top1 GSEA analysis of DEGs and DEPs is focal adhesion pathway. 2.3. Macrophage Itgam is highly expressed with alternative M2 polarization in mice with hyperuricemia‐related CKD Based on findings from integrated bioinformatic analysis, we further verified the expression and location of Itgam in hyperuricemia‐related CKD. Compared with day 0, Itgam expression significantly increased on day 7, 14, and 21 with a trend continuous growth at both of mRNA and protein levels (Figure [73]3A). Considering Itgam mainly but not only expressed in macrophage, we investigated its location in kidney tissue and found it highly colocated with macrophage marker F4/80 in tubulointerstitial and glomerular mesangial space (Figure [74]3B). Furthermore, upregulation of ITGAM was confirmed by human renal biopsy section in CKD patients with primary hyperuricemia (Figure [75]3C). Both of transcriptomics and proteomics data revealed activated macrophage M2 polarization in kidney tissue on day 21, clarified by greatly increased mRNA expression of Arg1 and Mr (Figure [76]3D). We further performed qPCR and compare M1‐trait and M2‐triat membrane markers, and found activation of M1 polarization on day 7, followed by increasingly M2 polarization till day 21 (Figures [77]3E and F). Similar trends were also observed in M1 and M2 specific cytokines (Figures [78]3G and H). The evidence presented above, from both animal and human studies, as well as from multiple time points, together suggests that the high expression of Itgam is associated with macrophage M2 polarization and is also correlated with hyperuricemia‐mediated renal fibrosis. FIGURE 3. FIGURE 3 [79]Open in a new tab ITGAM expression and macrophage M2 polarization in vivo. (A) ITGAM exhibited increased upregulation in vivo from day 0 to day 21 at both mRNA and protein levels. (B) Expression of ITGAM showed a strong correlation with the macrophage marker F4/80, supported by colocalization of FITC‐labeled ITGAM and TRITC‐labeled F4/80 on the macrophage surface. (C) ITGAM was significantly upregulated in renal biopsy tissue from patients diagnosed with hyperuricemia‐induced CKD compared with human peritumoral kidney tissue. (D) Almost all the M2‐trait genes or proteins (Arg‐1/ARG‐1, Fizz‐1/FIZZ1, Mr/MR, and Ym1/YM1) in mice renal tissue were significantly upregulated from the day‐21 group compared with the day‐0 group, as verified by qPCR. (E) Dynamic changes of representative M1‐trait markers (Cxcl10 and Cd80) were examined from day 0 to day 21. (F) Dynamic changes of representative M2‐trait markers (Arg‐1, Fizz‐1, Mr, and Ym1) were examined from day 0 to day 21. (G) Classic M1‐trait (Il6 and Tnfa) and M2‐trait (Il4 and Il10) genes were examined from day 0 to day 21 using renal tissue supernate. (H) Classic M1‐trait (IL‐6 and TNF‐α) and M2‐trait (IL‐4 and IL‐10) cytokines were examined from day 0 to day 21 using renal tissue supernate. The sample size for Figure 3A was n = 5, and the rest had a sample size of n = 3. ****p < 0.0001, ***p < 0.001, **p < 0.01, *p < 0.05. 2.4. UA activated ITGAM and focal adhesion signaling pathway To reveal disease mechanism from various dimensions, we integrated phosphoproteomics sequencing to further elucidate the main pathway at the protein modification level. Based on results from KEGG enrichment, pathway analysis and kinase perturbation analysis (Figure [80]4A), we observed focal adhesion pathway (Wikipathway: WP85) was greatly activated by multiple integrins and extracellular matrix components, with phosphorylation of FAK and AKT1 significantly upregulated and GSK‐3β downregulated (Figures [81]4B–D). Phosphorylation data demonstrated Ser722, Ser124, and Tyr279 were mostly fluctuated in FAK, AKT1, and GSK‐3β, respectively (Figure [82]4E). These findings were supported by phosphorylation quantification using renal tissue from day 21 compared with day 0 (Figure [83]4F). Highly colocated p‐FAK and ITGAM indicated the hypothesis that activation of FAK signaling might be related to ITGAM and they coworked together mediating macrophage polarization in hyperuricemia‐related CKD (Figure [84]4G). FIGURE 4. FIGURE 4 [85]Open in a new tab Phosphoproteomics data reveals focal adhesion pathway as essential downstream of ITGAM. (A) The workflow for phosphoproteomics sequencing and statistical analysis was implemented, integrating proteomics and phosphorylation modification data from mice renal tissue in the day‐21 group compared with the day‐0 group. (B and C) KEGG enrichment and pathway analyses both indicated focal adhesion pathway predominantly activated as downstream pathway of ITGAM. (D) Kinase perturbation analysis revealed activation of GSK‐3β and AKT1 were greatly downregulated and upregulated, respectively. (E) Phosphorylation site of enriched molecules in focal adhesion pathway. (F) FAK/AKT1/GSK‐3β pathway was activated in vivo on day 21 versus day 0. (G) ITGAM and p‐FAK expression were highly colocated in the tubulointerstitial compartment. 2.5. UA directly activated macrophage M2 polarization We performed in vitro experiments to explore how UA functions on macrophage. Since UA at high concentration causes tubular damages,[86] ^19 , [87]^20 we designed two in vitro models: model 1, using UA to stimulate Raw 264.7 macrophage; and model 2, using UA to stimulate the coculture environment of Raw 264.7 + proximal tubular cell TCMK1. Macrophages were collected after 24 and 48 h of stimulation (Figure [88]5A). Itgam mRNA expression in model 1 quickly increased to peak after 24 h, and Itgam in model 1 was higher or equal to that in model 2 at time points of 24 and 48 h, respectively (Figure [89]5B). Although not highly consistence in M2 polarization markers, two models both presented obvious M2 polarization especially after 48 h (Figures [90]5C–F). Cytokine changes also indicated M1 polarization at early stage and progressively M2 polarization from 24 to 48 h (Figures [91]5G and H). ITGAM expression and hypothesized downstream FAK signaling were activated since 24 h of UA stimulation. As indicated by KEGG enrichment, we confirmed the higher phosphorylation of FAK and AKT1, lower phosphorylation of GSK‐3β, and less degraded β‐catenin (Figure [92]5I). Evidence above indicated that UA strongly activated ITGAM/FAK signaling in macrophage and M2 polarization, regardless of existence of tubular epithelial cells. FIGURE 5. FIGURE 5 [93]Open in a new tab Two experimental models in vitro validated overexpression of ITGAM, M2 polarization of macrophages, and pathway activation. (A) study design of uric acid at 800 µM stimulating Raw 264.7 vs. Raw 264.7 +TCMK1; (B) Raw 264.7 alone, under stimulation of uric acid, greatly overexpressed ITGAM and the expression levels in two models at 48 hours were not significantly different; (C–F) Either Raw 264.7 or co‐culture system presented obvious activation of macrophage M2 activation after uric acid exposure; (G) M1‐trait cytokine IL‐6 in cell culture supernatant was upregulated after 24 hours of uric acid stimulation and remained unchanged thereafter; (H) M2‐trait cytokine IL‐10 continued to rise after uric acid treatment and showed a significant increase from 24 hours onwards; (I) Two models at different time points showed activation of ITGAM/FAK/Akt/β‐catenin pathway. ****P < 0.0001, ***P < 0.001, **P < 0.01, *P < 0.05. 2.6. ITGAM induced macrophage M2 polarization through activating FAK/AKT1/GSK‐3β signaling Based on omics data, we adopted several interventions targeting key molecules in focal adhesion pathway to verify our hypothesis. The mechanism was verified by silencing Itgam mRNA, inhibiting p‐FAK, and p‐AKT1 phosphorylation, respectively, followed by combination of inhibiting p‐FAK and activating p‐AKT1 (Figure [94]6A). As shown by pre‐experiment, we picked the Itgam siRNA with the highest knockdown efficiency (mean difference = 77.6%; Figure [95]S3). After knocking down Itgam, we observed the decreased phosphorylation of FAK and AKT1, and reversed the upregulation of phosphorylated GSK‐3β, together with downregulation of β‐catenin protein (Figure [96]6B). Meanwhile, M2 polarization was greatly attenuated after Itgam knockdown, indicated by significant decrease in Arg1, Mr, Fizz1, and Ym1 mRNA expression (Figure [97]6C). Similar effects were found after p‐FAK and p‐AKT1 intervention. After inhibiting phosphorylation of these two proteins, the downstream signaling was significantly suppressed together with reduced M2 polarization (Figures [98]6D–G). The suppression of M2 polarization achieved by inhibiting p‐FAK, was reversed upon activation p‐AKT1, which revealed the downstream involvement of AKT1 regulated by FAK (Figures [99]6H and I). The consistent result from the intervention experiments above indicates that ITGAM functions through the FAK/AKT1/GSK‐3β signaling within the focal adhesion pathway, leading to the accumulation of β‐catenin and promoting M2 polarization. FIGURE 6. FIGURE 6 [100]Open in a new tab Interventions of ITGAM, FAK, and AKT1 verified the participation of focal adhesion pathway in macrophage M2 polarization in hyperuricemia‐related CKD. (A) Overall design of ITGAM and pathway intervention. (B and C) Silencing of Itgam significantly inhibited phosphorylation of FAK and AKT1, while activating phosphorylation of GSK‐3β and attenuating M2 markers including Arg1, Mr, Fizz‐1, and Ym1. (D and E) Inhibition of p‐FAK greatly inhibited downstream pathway and macrophage M2 polarization. (F and G) Inhibition of p‐Akt downregulated β‐catenin and macrophage M2 polarization. (H and I) Concurrent inhibition of p‐FAK and activation of p‐AKT1 revealed p‐AKT1 as the downstream of p‐FAK. ****p < 0.0001, ***p < 0.001, **p < 0.01, *p < 0.05. 3. DISCUSSION Macrophages promotes renal fibrosis and M2 macrophages is strongly associated with kidney fibrosis in both human and experimental diseases. In this study, we report that macrophage ITGAM contributes to renal fibrosis in hyperuricemia‐related CKD. Mechanistically, ITGAM promotes macrophage M2 polarization through activating FAK/AKT1/GSK‐β pathway. ITGAM, also known as CD11b, was commonly used as a monocyte/macrophage surface marker.[101] ^21 , [102]^22 Gradually, ITGAM diverse functions were reflected by its rapid confirmational change that alters affinity for its more than 40 ligands, including ICAM‐1,[103] ^23 fibrinogen,[104] ^24 fibronectin,[105] ^25 GPIbα,[106] ^26 RAGE,[107] ^27 JAM‐c,[108] ^13 and others.[109] ^28 We examined the expression of frequently reported main ligands and found a significant upregulation of ICAM‐1 and fibronectin (Figures [110]1F and [111]S4A, B), which indicated potential role of ITGAM in cell–ECM and cell–cell interactions in kidneys of hyperuricemia‐related CKD. Further studies are needed to clarify how ITGAM mediates crosstalk between macrophage and other cells or compartments in kidney tissue. ITGAM was reported to be involved in various immune responses but with bidirectional effects.[112] ^29 Negative regulation of ITGAM could be observed in systemic lupus erythematous and acute infectious diseases.[113] ^30 , [114]^31 On the contrary, ITGAM positively regulated chronic inflammatory diseases.[115] ^32 Lange‐Sperandio et al.[116] ^13 reported upregulated Mac‐1 and its ligands ICAM‐1 and JAM‐3 in murine unilateral ureteric obstruction model, and found knockout of Mac‐1 greatly attenuated renal fibrosis. Taking our results together, the functional role of ITGAM in contributing to renal fibrosis through promoting M2 polarization could be inferred. Each of the α and β subunits of integrins comprises a single transmembrane domain and a short cytoplasmic tail, necessitating interaction with downstream tyrosine kinases to facilitate “outside‐in” signal transduction.[117] ^9 , [118]^33 Binding to ligands (e.g., extracellular matrix) induces integrins clustering at focal adhesions and connecting to intracellular molecules. FAK as a pivotal mediator in the focal adhesion signaling pathway, is one of the initially identified key elements involving central integrin signaling mechanisms. Once activated, FAK undergoes autophosphorylation, and triggers the activation of multiple downstream effectors associated with diverse signaling pathways. These include SRC, AKT1, Grb7, and others.[119] ^34 Numerous studies reported FAK/AKT1 pathway participated in chronic inflammation and fibrosis, such as atherosclerosis,[120] ^35 and lung and liver fibrosis.[121] ^36 , [122]^37 Of notes, we additionally observed the change in SRC phosphorylation and found p‐SRC were both attenuated after silencing Itgam and inhibiting p‐FAK. Our finding indicated that SRC participated in ITGAM/FAK signaling and might act as the downstream molecular. It is to be further explored whether SRC together with FAK stimulates AKT1, or acts through other pathways, such as STAT3 and ERK.[123] ^38 , [124]^39 , [125]^40 β‐Catenin activation, as the key component of Wnt signaling, is associated with macrophage M2 polarization in tumor malignant and renal fibrosis.[126] ^17 , [127]^41 Multiple studies have demonstrated that the activation of AKT1 and subsequently decreased phosphorylation of GSK‐3β result in the stabilization of β‐catenin. Accumulated β‐catenin in cytosol then translocates into nucleus and stimulates transcription of target genes related to tissue fibrosis.[128] ^42 , [129]^43 To our best acknowledgement, this is the first paper investigating the