Skip to main content

SOD2 ameliorates pulmonary hypertension in a murine model of sleep apnea via suppressing expression of NLRP3 in CD11b+ cells

Abstract

Background

High prevalence of obstructive sleep apnea (OSA) in the pulmonary hypertension (PH) population suggests that chronic intermittent hypoxia (CIH) is an important pathogenic factor of PH. However, the exact mechanism of CIH induced PH is not clear. One of the molecules that plays a key role in regulating pulmonary artery function under hypoxic conditions is superoxide dismutase 2 (SOD2).

Methods

Our study utilized heterozygous SOD2−/+ mice firstly in CIH model to explore the exact role of SOD2 in CIH causing PH. Expression of SOD2 was analyzed in CIH model. Echocardiography and pulmonary hypertension were measured in wild type (WT) and SOD2−/+ mice under normal air or CIH condition. Hematoxylin–Eosin (H&E) staining and masson staining were carried out to evaluate pulmonary vascular muscularization and remodeling. Micro-PET scanning of in vivo 99mTc-labelled- MAG3-anti-CD11b was applied to assess CD11b in quantification and localization. Level of nod-like receptor pyrin domain containing 3 (NLRP3) was analyzed by real time PCR and immunohistochemistry (IHC).

Results

Results showed that SOD2 was down-regulated in OSA/CIH model. Deficiency of SOD2 aggravated CIH induced pulmonary hypertension and pulmonary vascular hypertrophy. CD11b+ cells, especially monocytic myeloid cell line-Ly6C+Ly6G cells, were increased in the lung, bone marrow and the blood under CIH condition, and down-regulated SOD2 activated NLRP3 in CD11b+ cells. SOD2-deficient-CD11b+ myeloid cells promoted the apoptosis resistance and over-proliferation of human pulmonary artery smooth muscle cells (PASMCs) via up-regulating NLRP3.

Conclusion

CIH induced down-regulating of SOD2 increased pulmonary hypertension and vascular muscularization. It could be one of the mechanism of CIH leading to PH.

Introduction

Obstructive sleep apnea (OSA) is a public health problem in 5–10% people, which causes episodic hypoxemia and elevates blood pressure and markers of oxidative stress, inflammation, and hypercoagulation [1,2,3]. Several studies have reported OSA as a risk factor for systemic hypertension and various cardiovascular diseases [4, 5]. Pulmonary hypertension (PH) was the most common cause of death in cardiovascular complications. Most authors claim that nocturnal apnea cannot induce permanent PH and that PH in patients with OSA is related to an associated obstructive ventilatory defect [6]. However, a few recent studies have produced different results which suggest a direct link between OSA and daytime PH. PH in patients with OSA predicts functional limitations and a poor prognosis [7].

Chronic intermittent hypoxia (CIH) is a key character of OSA, which can lead to PH and other cardiovascular diseases. Exaggerated negative intrathoracic pressure during obstructive apneas is the main contributing factor of PH. Sleep disordered breath (SDB) was present in 71% of the PH patients: 56% had OSA and 44% (central sleep apnea) CSA [8]. Older age and subjective sleepiness as assessed by the Epworth Sleepiness Scale score > 10 were predictive of SDB. A high prevalence of OSA occurred in both male (50%) and female (60%) subjects. This high prevalence of OSA in the PH population suggests that CIH is an important pathogenic factor of PH. However, the exact mechanism of CIH induced PH is not clear. Further studies are necessary to determine the relationship between OSA and PH.

Several studies indicated that CIH led to inhibition of superoxide dismutase-2 (SOD2) transcription, resulting in oxidative stress. CIH raised reactive oxygen species levels along with a decrease in SOD2, an anti-oxidant enzyme. Manganese superoxide dismutase (MnSOD) in the mitochondria plays an important role in cellular defense against oxidative damage [9]. Homozygous MnSOD knockout (Sod2−/−) mice are neonatal lethal, indicating the essential role of MnSOD in early development, however, it limited the exploration of SOD2 to some degree [10, 11]. Over-expression of transcriptionally active HIF-2α prevented CIH-evoked oxidative stress and restored SOD2 activity, and thus attenuated CIH induced lung injury. SOD2 was also found to be decreased in PH model [12]. One of the molecules that plays a key role in regulating pulmonary artery function under hypoxic conditions is SOD2. There is significant association between expression of SOD2 and the PH susceptibility [13]. Our previous study proved that wild type (WT) mice progressed into PH after 5-week CIH [14]. We speculated that SOD2 played an important role in CIH induced PH. Our study utilized heterozygous SOD2−/+ mice firstly in CIH model to explore the exact role of SOD2 in CIH causing PH.

Decreased expression of SOD2 was related to the function of myeloid cells and thus led to various kinds of inflammation. Downregulation of SOD2 gene expression in neutrophils caused neutrophil dysfunction and cytokine dysregulation, reduced expression of interleukin (IL) 1A, IL-1R1, IL-1R2 and IL8RA gene expression, which leading to chronic kidney disease [15]. Reduced expression of SOD2 in CD11b+Gr1+ cells participated in the initiation and progression of leukemia [16]. Intracellular SOD2 has a protective role by suppressing Nod-like receptor pyrin domain containing 3 (NLRP3) inflammasome-caspase-1-IL-1β axis under inflammatory conditions [17]. NLRP3 inflammasome participated in the differentiation in and/or recruitment to gastrointestinal, lung, and lymphoid tissues of CD11b+ dendritic cells. Studies have shown that NLRP3 inflammasome contributes to PH pathogenesis. Intriguingly, the inhibition of the NLRP3-inflammasome pathway ameliorates PH, which was induced by monocrotaline, a substance largely used in experimental set-up to produce PH [18].

The pathophysiological mechanism of PH was reported to be related to myeloid development and immune regulation [19]. Our study focused on the myeloid immune response and tried to find out the mechanism of CIH induced PH. We assumed that CIH down-regulated expression of SOD2 regulated the differentiation of CD11b+ myeloid cells, which caused a series of oxidative stress response, including NLRP3 inflammasome, and thus resulted in PH. In this study, we are trying to explore the role of SOD2 in CIH induced PH model by using SOD2-defected mice, pulmonary molecular mechanisms involved, specially NLRP3, from the aspect of myeloid immune response about how SOD2 act on vascular remodeling under CIH condition as a possible explanation for OSA-induced pulmonary hypertension.

Methods

Human samples

This study was ethic approved by the Institutional Review Board of Zhongshan Hospital and written informed consent was obtained from all patients. Blood were obtained from patients diagnosed with OSA in sleep center of Shanghai Zhongshan Hospital affiliated to Fudan University and healthy donators.

Experimental animals

Mice were maintained and bred in Fudan University animal facility according to the National Institutes of Health Guidelines for the Humane Treatment of Laboratory Animals. All animal procedures have been approved by Fudan University institutional animal care and use committee in accordance with the Helsinki Declaration of 1975. Because Sod2−/− mice are neonatal lethal, heterozygous SOD2−/+ mice were adopted in this study. C57bl/6 and SOD2−/+ mice were obtained as described from Nanjing model animal center [20, 21]. Mice were maintained on a 12:12- h night-day cycle, with standard mice chow and water available ad libitum. All experiments were conducted 6-week-old male mice in pathogen-free facilities.

CIH model

The animals were weighed and randomly divided into two groups. One group was exposed to CIH. The other group was exposed to air and used as a control. An established rodent model of CIH was utilized [22]. Briefly, CIH mice were placed into a specially designed chamber, which contained a gas control delivery system to regulate the flow of oxygen and nitrogen into the chamber. During each 1-min period of intermittent hypoxia, the oxygen concentration in the chamber was adjusted between 5 and 21%. Nitrogen was introduced at a rate sufficient to achieve a fraction of inspired oxygen (FiO2) of 5% within 30 s and to maintain this level of FiO2 for 10 s; then, oxygen was introduced at a rate to achieve a FiO2 of 21% within 20 s. C57bl/6 mice were placed into this chamber for 9 h daily, 7 days per week, for 6 consecutive weeks. At all other times, the mice were kept in chambers with an oxygen concentration of 21%. The oxygen concentration in these chambers was continuously observed by an oxygen analyzer, and the levels were under feedback control by a computerized system connected to a gas valve outlet. Deviation from the determined settings was corrected by the addition of pure nitrogen or oxygen through solenoid valves. The control group was handled in the same manner as the CIH group, except oxygen concentration in the control chambers was maintained at a constant 21% throughout the experiment. The experimental protocol was approved by the local Animal Care and Use Committee of Fudan University.

Echocardiography

Echocardiographic measurement is a valuable parameter to reflex the degree of PH. Briefly, mice were slightly anesthetized using isoflurane and analyzed within 2 h. Hair of the mice were moved for better scanning. Inhaled isoflurane was administered at 3% induction and 1–1.5% maintenance. After anesthetization, each mice was placed in the supine position on a temperature-controlled pad. All these echocardiography was handled by the skilled animal technician in animal heart ultrasonic laboratory. The probe of a Vivid S5 echocardiography system (Vivid S5, GE Healthcare, Chicago, IL) was gently be tilted laterally to obtain a view of the PH crossing over the aorta. After that, the ultrasound was switched to the color Doppler mode, parallel to the direction of blood flow in the vessel to obtain a flow waveform. Right ventricle cross-sectional area (RVCSA) and tricuspid annular plane systolic excursion (TAPSE), parameters correlating well with right ventricular function, were collected for further analysis.

PH pressure measurement

Right ventricular systolic pressure (RVSP), conventionally used as an indicator of mean pulmonary arterial pressure, was measured by closed-chest puncture of the right ventricle (RV). After measurement through echocardiography, a longitudinal skin incision was made on the right side of the neck, and blunt layer-by layer separation of the tissues was performed until the right external jugular vein was exposed. A polyethylene catheter was gradually inserted into the pulmonary artery through an incision in the right external jugular vein, and the RV systolic pressure was recorded using a pressure transducer, which was interfaced to a BL-420S Bio Lab System (Chengdu TME Technology Co., Ltd., Chengdu, China). At the end of the experiment, the mice were anesthetized with an intraperitoneal injection of 3% sodium pentobarbital, and various organs were harvested. RV hypertrophy was evaluated as the ratio of the weight of the RV wall to that of the left ventricle plus septum.

Expression analyses

For RNA extraction and quantitative real time-polymerase chain reaction (RT-PCR) analysis, total RNA was extracted from tissues using Trizol (Invitrogen, California, USA). High fidelity cDNA was generated from each RNA samples with Superscript III cDNA amplification System (Invitrogen). Quantitative RT-PCR reaction samples were prepared as a mixture with Quantitect SYBR Green PCR kit (Qiagen, Dusseldorf, Germany) following the manufacturer’s instructions. Reactions were performed using an Applied Biosystems Prism 9700 PCR machine. The PCR conditions were as follows: 95 °C for 30 s followed by 45 cycles of 95 °C for 15 s, 55 °C for 30 s and 72 °C for 30 s. For protein analysis, Western blot was carried out as previous described [23]. SOD2 antibody was purchased from abcam Co. USA.

Hematoxylin–eosin (H&E) staining and immunohistochemical (IHC) analyses

Formalin-fixed paraffin-embedded tissue sections were dewaxed, hydrated, heated for 10 min in a conventional pressure cooler, treated with 3% H2O2 for 30 min, and then incubated with normal fetal bovine serum for 30 min. Sections were then incubated with antibodies overnight (anti-NLRP3 diluted 1:200) after washing and then were incubated with biotin-labeled secondary antibody for 60 min at 37 °C after washing. The multiplicative quick score method (QS) were applied to assess the intensity and the extent of cell staining of NLRP3. In brief, the proportion of positive cells was estimated and given a percentage score on a scale from 1 to 6 (1 = 1–4%; 2 = 5–19%; 3 = 20–39%; 4 = 40–59%; 5 = 60–79%; and 6 = 80–100%). The average intensity of the positively staining cells was given an intensity score from 0 to 3 (0 = no staining; 1 = weak, 2 = intermediate, and 3 = strong staining). The QS was then calculated by multiplying the percentage score by the intensity score to yield a minimum value of 0 and a maximum value of 18. HE staining was conducted as previously described [24]. Masson staining was conducted as previously described [14].

Antibodies and fluorescence activating cell sorter (FACS) analysis

PE-conjugated lineage specific antibodies (Ly6G), APC-conjugated CD11b antibody, PercPcy5.5-conjugated Ly6C were used in FACS (BD Pharmingen, USA). For FACS analysis, isolated cells were washed with phosphate-buffered saline and then incubated with anti-mouse antibody described above for 40 min at 4 °C to achieve specific binding. Single-cell suspensions were evaluated by multi-color flow cytometry using a LSRII flow cytometer (BD Biosciences). Data was analyzed using FlowJo 10 software (BD bioscience Inc. USA).

Micro-PET scanning of in vivo 99mTc-labelled- MAG3-anti-CD11b

Antibody CD11b modification was followed by previous described [25]. MAG3-anti-CD11b was labeled with 99mTc following the developed method [25]. Briefly, 50 μl lgMAG3-anti-CD11b conjugate was added to a solution of mixed 45 μl of 0.25 M ammonium acetate and 15 μl tartrate buffer, getting rid of physical movement, and then 99mTc-pertechnetate generator eluate was added. Using acetone as the developing solvent, the labeling rate was measured by radio- TLC (Bioscan, Washington, DC, USA): 99mTc-MAG3-anti-CD11b antibody, Rf = 0; Na99mTcO4, Rf = 0.73. PD-10 columns were used for products purification with 0.25 M ammonium acetate as eluent, and the first radioactive product peak was recorded. Mice were prepared for SPECT/CT scanning. The parameter of FOV (Transaxial) is 80 mm, spatial resolution is less than 1.3 mm, FOV (Axial) is 60 mm, peak value is 226Kcps and sensitivity is 4.3% (380~640Kev), content rate of scattered radiation is 6 .3%.

CD11b+ cells and co-culture system

CD11b+ cells were separated from C57BL/6 and SOD2−/+ mice using magnetic beads. Bone marrow cells and lung cells from C57BL/6 and SOD2−/+ mice was collected and made into single-cell suspensions. Anti-CD11b magnetic microbeads were used to obtain CD11b+ cells.

Brdu detection

Brdu staining in this study was applied to measure the level of cell proliferation. Cells were covered with FBS for 3 days and then treated with Brdu (20 mM, CAT:558599) for 1 h in 37 C, and then washed. Cells in the plates were then treated with paraffin and incubated in HCl (1 M) for 10 min on ice, followed by HCL (2 M) for 10 min at room temperature and 20 min at 30 C. Neutralize by borate buffer solution 10 min at room temperature. After washed with phosphate buffer solution for three to five times, cells was observed by immunofluorescence microscope for brdu positive staining.

Antibodies and immunofluorescence staining

The following antibodies were used in current studies: CD11b antibody (abcam, Cambridge, USA); NLRP3 antibody (abcam, Cambridge, USA); Tissue samples from SOD2−/+/WT mice were fixed with 4% paraformaldehyde for 12 h followed by 30% sucrose overnight. Texas Red -conjugated rabbit-specific secondary antibody and FITC-conjugated mouse-specific secondary antibody (Biolegend, USA) were used for immunofluorescence analysis of NLRP3 and CD11b respectively. NLRP3 and CD11b fluorescence expression were observed and captured by Leica TCS SP8 (Germany).

Statistical analyses

Data from at least three independent experiments or five mice per group are represented as mean ± SD. Normality distribution was measured before using unpaired Student’s t tests. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. A P value < 0.05 was considered statistically significant. * meant p < 0.05; ** meant p < 0.01; ***meant p < 0.001.

Results

SOD2 was down-regulated in OSA/CIH model

We analyzed the expression of SOD2 of 117 participants in the blood to compare the deficiency of SOD2 in OSA groups and the control group. Blood samples were obtained from total 117 donators. Among them, 39 samples are from healthy donators, and 29 are diagnosed with mild OSA, 31 with moderate OSA, 18 with severe OSA. Male participants are more than the female in the group of OSA compared to the control group, while no difference in the age (Table 1). SOD2 was found to be decreased in the plasma in OSA patients, and the difference amplified expression of SOD2 was decreased in CIH mice (Fig. 1b), and the expression of SOD2 molecular in the blood was also decreased (Fig. 1c, d). We used heterozygous SOD2-/+ mice in this study, in which SOD2 expression was knocked down.

Table 1 Clinical parameter of OSA patients
Fig. 1
figure 1

Expression of SOD2 in the plasma. a. Concentration of SOD2 in the plasma of both healthy donators (control) and OSA patients (mild, moderate, severe OSA). b. Relative mRNA expression of SOD2 in the control and chronic intermittent hypoxia (CIH) mice. c. Representative graph of western blot expression of SOD2 compared to β-actin. d. Ratio of SOD2/β-actin in the group of wild type (WT) mice and SOD2 knockdown mice under control or CIH condition. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5 in experiment of b and c. Comparisons between two groups were performed using unpaired T-test after normality distribution test. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test.*p < 0.05, **p < 0.01, ***p < 0.001

SOD2 deficiency modulates CIH induced PH

Six-week of CIH successfully induced PH just as our study declared before. In adult mice, RVSP was higher in SOD2-/+ by exposure to CIH for 6 weeks than WT mice (Fig. 2a, Additional file 1: Figure S1). Right ventricle hypertrophy index (ration of right ventricle (RV) to the left ventricle (LV) and septum (S)) in SOD2-/+ mice were significantly increased compared to those in WT mice (Fig. 2b). Echocardiographic analysis showed elevation in RVCSA in SOD2 knock-down mice, suggesting that diastolic dysfunction resulted from PH (Fig. 2c). Transthoracic echocardiography showed that exposure to CIH further increased the RV wall thickness (Fig. 2d, e), while transthoracic echocardiography confirmed this and also revealed further reduction of the peak velocity of blood flow in the pulmonary artery (Fig. 2f, g). The changes were exacerbated in the SOD2-/+ mice compared with the WT mice following exposure to CIH (Fig. 2d-g). TAPSE correlates well with other standardized parameters of right ventricular function. Echocardiographic analysis in this study showed that TAPSE was attenuated in SOD2-/+ mice compared to WT mice (Fig. 2h-i). Collectively, these findings showed that CIH induced PH with a relative RV hypertrophy in adult mice, and deficiency of SOD2 aggravated CIH by affecting RVSP, ratio of RV/(LV+S), RVCSA, thickness of the RV, blood velocity of pulmonary artery and TAPSE, which might lead to PH.

Fig. 2
figure 2

PH pressure detection and Echocardiography in WT and SOD2−/+ mice. a. Right ventricular systolic pressure (RVSP) measured by closed-chest puncture of the right ventricle (RV). b. Ratio of right ventricle to left ventricle plus septum in the four groups. c. Statistical analysis of right ventricle cross-sectional area (RVCSA). d. Representative enchocardiography of RV. e. Statistical analysis of thickness of RV. f. The representative view of PA in color Doppler mode, used to assess flow through the PA, was presented. g. The blood flow velocity of PA was measured by echocardiography. h. The representative enchocardiography of tricuspid annular plane systolic excursion (TAPSE) in the four groups. i. Data of TAPSE. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

SOD2 alleviates pulmonary artery hypertrophy

It is well known that remodeling of pulmonary blood vessels remains to be the main character of PH. Morphometric analyses of lung tissues showd by H&E staining of the pulmonary arterioles indicated that CIH induced thickness of vessel wall compared with the mice in the control group, whereas knock-down of SOD2 aggravated the CIH‐induced morphometric changes in the pulmonary arterioles (Fig. 3a). The hyperplasic state of collagen was observed by Masson collagen stain. Collagen volume fraction was greater in the CIH group, furthermore, this change was amplified in SOD2-/+ group (Fig. 3b). α‐SMA is a positive marker of smooth muscle cells and von Willebrand factor (VWF) is a key molecular in blood vessel formation. Double-immunofluorescence staining of α‐SMA and VWF was shown in Fig. 3c to indicate the classification of vessels muscularized. Percentage of area of α‐SMA+/(α‐SMA++VWF+) indicated the muscularization degree. Zero-20% represented for no muscularization (N), 20%-40% for partly muscularization (P), and 40%-100% for fully muscularization (M). Pulmonary vessel mascularization was showed in Fig. 3d statistically. CIH induced pulmonary vessel muscularization, and deficiency of SOD2 magnified this muscularization in pulmonary arterioles. Heart weight to tibia length ration showed the relative myocardial hypertrophy after deficiency of SOD2 (Fig. 3e). Medial vascular wall thickness was higher in the group of SOD2-/+ mice compared to WT mice under CIH condition showed by elastica van gieson staining (Additional file 1: Fig S2). Taken together, SOD2 could be an important factor of attenuating CIH‐induced pulmonary vessel muscularization, collagen hyperplasia, and smooth muscle progression in the lung.

Fig. 3
figure 3

Deficiency of SOD2 affects the pulmonary vascular remodeling. a. HE staining of pulmonary arterioles in WT and SOD2−/+ mice. b. Masson staining of collagen in WT and SOD2−/+ mice under CIH condition. c. Co-Immunofluorescence staining of the molecular of α-SMA and VWF. α-SMA was stained as red and VWF was green. Cellular nucleus was stained by DAPI (blue). d. The same lung lobe from WT and SOD2−/+ mice were analyzed of pulmonary vessel muscularization. Percentage of area of α-SMA+/(α-SMA++VWF+) indicated the muscularization degree. Zero-20% represented for no muscularization (N), 20–40% for partly muscularization (P), and 40–100% for fully muscularization (M). e. Heart weight to tibia length ration showed the degree of myocardial hypertrophy in WT and SOD2−/+ mice. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

Deficiency of SOD2 increased CD11b+ cells to the lung in CIH induced PH

Given that SOD2 modulated CD11b+ cells proliferation or mobilization, we analyzed the percentage of CD11b+ cells in the lung, blood and bone marrow. Results showed that percentage of CD11b+ cells was elevated in the blood, the lung as well as the bone marrow by flow cytometry analysis (Fig. 4a-j, e, g, i), which demonstrated that CD11b+ cells were largely proliferated in bone marrow and mobilized to the lung and peripheral blood under the condition of SOD2 deficiency. Among CD11b+ cells, monocytic myeloid cell line-Ly6C+Ly6G-cells were increased, while granulocytic myeloid cell line-Ly6C-Ly6G+ cells were decreased (Fig. 4f, h, j).

Fig. 4
figure 4

Flow cytometry analysis of percentage of CD11b+ cells in WT and SOD2−/+ mice. a-d. Representative view of flow cytometry graph of CD11b + cells in the blood of WT and SOD2−/+ mice. e. Percentage of CD11b+ cells in the peripheral blood mononuclear cells of the four groups analyzed by Flowjo software. f. Percentage of Ly6C+Ly6G cells and Ly6CLy6G+ cells in CD11b+ cells in the blood. g. Percentage of CD11b+ cells in the pulmonary mononuclear cells of the four groups. h. Percentage of Ly6C+Ly6G cells and Ly6CLy6G+ cells in CD11b+ cells in the lung. i. Percentage of CD11b+ cells in the bone marrow mononuclear cells of the four groups. j. Percentage of Ly6C+Ly6G cells and Ly6CLy6G+ cells in CD11b+ cells in the bone marrow. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

In vivo, MAG3-anti-CD11b was adopted to analyze the macroscopic distribution of CD11b+ cells in WT and SOD2 deficiency mice under CIH condition. Micro-PET scanning of in vivo 99mTc-labelled-MAG3-anti-CD11b showed that elevated statistically lung mean-SUV value and total reserved SUV in the lung of SOD2-/+ mice (Fig. 5a and Fig. 6c), which indicated more CD11b+ cells mobilized to the lung. Furthermore, more 99mTc accumulation in the heart of SOD2 deficiency mice compared to WT mice under CIH condition (Fig 5d-e). Taken together, CD11b, as an inflammatory marker, indicated deeper inflammatory injury under CIH in SOD2 deficiency mice. The visual change using radioactive marker is expected to be a biomarker in vivo to measure the degree of CIH related PH.

Fig. 5
figure 5

Micro-PET scanning of in vivo 99mTc-labelled- MAG3-anti-CD11b in SOD2 deficiency mice. a. Representative radioactive heat map of WT and SOD2−/+ mice under condition of normal air and CIH. b. Lung mean-SUV value in the four groups. c. Total reserved SUV in the lung of WT and SOD2−/+ mice after CIH intervention. d. Cardiac mean-SUV value in the four groups. e. Total reserved SUV in the heart of WT and SOD2−/+ mice after CIH intervention. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

Fig. 6
figure 6

Expression of NLRP3 in PH and CIH model. a. mRNA expression of NLRP3 in the lung in WT and SOD2−/+ mice under normal air and CIH condition. b. Measurement of histology score of IHC staining of NLRP3 in the lung in the four groups. c and e. IHC staining of NLRP3 in the lung in the four groups. Arrows were pointed to the pulmonary arteriole. The rectangular frame was amplified in the same times in the picture of c and e; d and f. Co-staining of CD11b and NLRP3 by immunofluorescence in the four groups. Blue represented DAPI. Red represented NLRP3. Green represented CD11b. The rectangular frame was amplified in the same times in the picture of d and f. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

NLRP3+CD11b+ cells involved in SOD2 associated CIH induced PH

Deficiency of SOD2 aggravated CIH induced PH. Previous study revealed elevated activation of NLRP3 in PH and CIH model. We next indicated that NLRP3 was increased in SOD2 deficient mice under CIH condition. Figure 6a showed increased mRNA expression of NLRP3 in the group of SOD2-/+ after CIH. Figure 6b showed the measurement of histology score of IHC staining of NLRP3 in the group of SOD2-/+ was higher than the group of WT mice. IHC staining of NLRP3 in the lung showed that NLRP3 was mainly expressed in interstitial cells of the lung (Fig. 6c, e). Co-staining of CD11b and NLRP3 indicated that NLPR3 was mainly expressed in CD11b+ cells. Comparing to the group of WT mice, NLPR3+CD11b+cells was increased in the group of SOD2 deficiency mice under CIH condition (Fig. 6d, f). Thus, we put forward that SOD2 in CD11b+ might regulate CIH induced PH through NLRP3 pathway.

SOD2-deficient-CD11b+ myeloid cells promoted the apoptosis resistance and over-proliferation of human pulmonary artery smooth muscle cells (PASMCs) via up-regulating NLRP3

How do these elevated CD11b+ cells act on PASMC cells? We separated CD11b+ cells from bone marrow of SOD2 deficiency mice and WT mice under normal air and CIH condition using anti-CD11b magnetic beads. The CD11b+ cells gain rate was beyond 99% (Fig. 7a-c). To further ascertain the role of SOD2-deficient-CD11b+ cells involved in CIH induced PH model, we co-cultured SOD2-deficient-CD11b+ myeloid cells and PASMC cells using transwell plates (CD11b+ cells in the upper side and PASMCs in the lower side). Marked reduction of tunnel positive PASMCs after co-culture with SOD2-deficient-CD11b+ myeloid cells compared to the group of SOD2+/+ -CD11b+ cells (Fig. 7). Under condition of co-culture with SOD2-deficient-CD11b+ cells, Brdu positive cells were increased in PASMC cells compared with control (Fig. 7e). Expression of mRNA of NLRP3 in these CD11b+ cells and PASMCs were analyzed. It was further verified that NLRP3 was elevated in SOD2-deficient-CD11b+ myeloid cells but not in PASMCs (Fig. 7f-g). Secretion of IL‐1β and IL-18 were increased in the supernatant following the endogenous NLRP3 protein activation (Fig. 7h, i). Activation of the NLRP3 inflammasome is well known to be associated with the oxidative stress. The results indicated that SOD2-deficient-CD11b+ myeloid cells could activate NLRP3 inflammasome, aggravate proliferation of PASMC, and promote release of IL‐1β and IL-18, which led to the apoptosis resistance and over-proliferation of PASMC.

Fig. 7
figure 7

Co-culture CD11b+ myeloid cells and PASMCs. Co-culturing SOD2-deficient-CD11b+ myeloid cells and PASMC cells using transwell plates (CD11b+ cells in the upper side; PASMCs in the lower side). a-c. Separation gain rate of CD11b+ cells analyzed by FACS. CD11b+ cells were separated from C57BL/6 and SOD2−/+ mice using magnetic beads. d. PASMCs (the lower side plates) were stained to measure the percentage of tunnel positive cells. e. Brdu positive staining in PASMCs in the four groups. f. mRNA expression of NLRP3 in CD11b+ cells. g. mRNA expression of NLRP3 in PASMCs. h. Secretion of IL-1β in the supernatant of the co-culture system. i. Secretion of IL-18 in the supernatant of the co-culture system. CON: Wild type mice in the normal air condition. CIH: Chronic intermittent hypoxia. WT: wild type mice. SOD2−/+: knock-down of SOD2 gene heterozygous mice. N = 5. Comparisons between multiple groups were performed using ANOVA with the Bonferroni test. *p < 0.05, **p < 0.01, ***p < 0.001

Discussion

This study revealed that expression of SOD2 is a pivotal molecular in the pathophysiological process of CIH induced PH. Our study showed that knockdown of SOD2 increased pulmonary hypertension and vascular muscularization. CIH induced lowering expression of SOD2 increased CD11b+ cells gathering in the lung and heart, activated NLPR3 inflammasome in CD11b+ cells, promoted IL-1β and IL-18 secretion, and aggravated PASMCs proliferation and resisted apoptosis. The mechanism flow chat was showed in Fig. 8.

Fig. 8
figure 8

Flow chart of the role of SOD2 in chronic intermittent hypoxia induced pulmonary hypertension.

Studies showed that CIH induced HIF-1α potentiates inhibitory functions of myeloid cells and is involved in driving the polarization towards M2-like macrophages, which was crucial for enhancing immunosuppressive functions and led to chronic inflammatory environment [15, 26]. We observed a significant increase in CD11b+ cells in the bone marrow, lung and blood, which mainly resulted in a selective enhanced output of Ly6C+ monocytes. Deficiency of SOD2 amplified this CD11b+ cells induction. Our study revealed that CD11b+ myeloid cells were crucial in the inflammatory process of CIH induced pulmonary vascular remodeling, which indicated immune suppression response during the chronic phase of CIH related diseases. Given that SOD2 plays a central role in oxidative stress and CD11b + cells transformation and mobilization, this finding points to a potential underlying mechanism for CD11b+ cells dysfunction and the increased susceptibility to PH [27, 28]. CD11b+ cells could be neutrophils, macrophages, MDSCs or NK cells. Further investigations are definitely warranted to better understand myeloid immune suppression.

Intracellular SOD2 has a protective role by suppressing NLRP3 inflammasome-caspase-1-IL-1β axis under inflammatory conditions [27]. Recent evidence shows that NLRP3 is involved in pulmonary vasoconstriction and progressive pulmonary hypertension [18]. The NLRP3 inflammasome comprising the apoptosis speck-like protein plays a key role in innate immunity and lung injury [29]. In particular, the NLRP3 pathway leads to inflammation and vascular remodeling, thus contributing to the development of PH [30]. Interestingly, mice lacking NLRP3 display attenuated pulmonary hypertension and a blunted inflammasome activation with decreased caspase-1, IL-18, and IL-1β levels in response to hypoxia induced pulmonary vasoconstriction [31, 32]. The mature IL-1β is a prototypic multifunctional cytokine that is involved in pulmonary inflammation and could stimulate chemokines and adhesion molecules, such as MCP-1 and MIP-1α for macrophage recruitment [33, 34], which contributed to CD11b+ cells mobilization in feedback.

We provided evidence supporting that deficiency of SOD2 activated NLRP3 and increased IL-1β secretion. It has been reported that in OSA, the expression of IL-1β increased and the NF-kB pathway was activated, along with endothelial dysfunction induced by hypoxia/normoxia, all of which are synergistic with the formation and development of OSA [35]. Reduced IL-1β expression alleviated PH in OSA, the mechanism of which was involved with inhibited HIF1 transcriptional activity and the NF-κB signaling pathway [36]. Moreover, reduced mitochondria-derived reactive oxygen species (ROS) production and increased SOD-2 activity, resulting in the suppression of NLRP3 inflammasome-mediated IL-1β secretion. Induction of IL-1β induced ROS generation and MMP-2 activation and promoted PASMCs proliferation [37]. Reduced mitochondria-derived ROS production and increased SOD-2 activity, resulting in the suppression of NLRP3 inflammasome mediated IL-1β secretion. Data also showed that augmented expression of IL-18 may perpetuate an inflammatory milieu that eventually contributes to the vascular obstruction characteristic of PH [38]. Deficiency of SOD2 in CD11b+ cells co-cultured with PASMCs in this study resulted in increased IL-1β and IL-18, which could be the direct efficient cytokine acting on PASMCs proliferation.

Conclusion

CIH activated oxidative stress and reduced expression of SOD2 in mice. Deficiency of SOD2 increased CD11b+ cells gathering in the lung and heart, which activated NLPR3 inflammasome, promoted IL-1β and IL-18 secretion, aggravated PASMCs proliferation and resisted apoptosis. CIH induced down-regulating of SOD2 increased pulmonary hypertension and vascular muscularization. It could be the mechanism of CIH leading to PH.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

(CIH):

chronic intermittent hypoxia

(FACS):

Fluorescence activating cell sorter

(H&E):

Hematoxylin–Eosin

(IHC):

Immunohistochemical

(NLRP3):

Nod-like receptor pyrin domain containing 3

(OSA):

Obstructive sleep apnea

(PASMCs):

Human pulmonary artery smooth muscle cells

(PET):

Positron emission tomography

(PH):

Pulmonary hypertension

(ROS):

Reactive oxygen species

(RT-PCR):

Real time-polymerase chain reaction

(RV):

Right ventricle

(RVCSA):

Right ventricle cross-sectional area

(SDB):

SLEEP disordered breath

(SOD2):

Superoxide dismutase 2

(TAPSE):

Tricuspid annular plane systolic excursion

(WT):

Wild type

References

  1. Ayas NT, Drager LF, Morrell MJ, Polotsky VY. Update in sleep-disordered breathing 2016. Am J Respir Crit Care Med. 2017;195(12):1561–6.

    Article  CAS  Google Scholar 

  2. Pham LV, Miele CH, Schwartz NG, Arias RS, Rattner A, Gilman RH, Miranda JJ, Polotsky VY, Checkley W, Schwartz AR. Cardiometabolic correlates of sleep disordered breathing in Andean highlanders. Eur Respir J. 2017;49(6):1601705.

    Article  Google Scholar 

  3. Trzepizur W. Gagnadoux F: [epidemiology of obstructive sleep apnoea syndrome]. Rev Mal Respir. 2014;31(6):568–77.

    Article  CAS  Google Scholar 

  4. Javaheri S, Campos-Rodriguez F. Outcomes of positive airway pressure for sleep apnea. JAMA. 2017;318(20):2042–3.

    Article  Google Scholar 

  5. Yu X, Huang Z, Zhang Y, Liu Z, Luo Q, Zhao Z, Zhao Q, Gao L, Jin Q, Yan L. Obstructive sleep apnea in patients with chronic thromboembolic pulmonary hypertension. J Thorac Dis. 2018;10(10):5804–12.

    Article  Google Scholar 

  6. Alchanatis M, Tourkohoriti G, Kakouros S, Kosmas E, Podaras S, Jordanoglou JB. Daytime pulmonary hypertension in patients with obstructive sleep apnea: the effect of continuous positive airway pressure on pulmonary hemodynamics. Respiration. 2001;68(6):566–72.

    Article  CAS  Google Scholar 

  7. Sajkov D, Cowie RJ, Thornton AT, Espinoza HA, McEvoy RD. Pulmonary hypertension and hypoxemia in obstructive sleep apnea syndrome. Am J Respir Crit Care Med. 1994;149(2 Pt 1):416–22.

    Article  CAS  Google Scholar 

  8. Wong HS, Williams AJ, Mok Y. The relationship between pulmonary hypertension and obstructive sleep apnea. Curr Opin Pulm Med. 2017;23(6):517–21.

    Article  Google Scholar 

  9. El AM, Angulo J, Rodriguez-Manas L. Oxidative stress and vascular inflammation in aging. Free Radic Biol Med. 2013;65:380–401.

    Article  Google Scholar 

  10. Kim A, Chen CH, Ursell P, Huang TT. Genetic modifier of mitochondrial superoxide dismutase-deficient mice delays heart failure and prolongs survival. Mamm Genome. 2010;21(11–12):534–42.

    Article  CAS  Google Scholar 

  11. Huang TT, Carlson EJ, Kozy HM, Mantha S, Goodman SI, Ursell PC, Epstein CJ. Genetic modification of prenatal lethality and dilated cardiomyopathy in Mn superoxide dismutase mutant mice. Free Radic Biol Med. 2001;31(9):1101–10.

    Article  CAS  Google Scholar 

  12. Xu M, Xu M, Han L, Yuan C, Mei Y, Zhang H, Chen S, Sun K, Zhu B. Role for Functional SOD2 Polymorphism in Pulmonary Arterial Hypertension in a Chinese Population. Int J Environ Res Public Health. 2017;14(3):266.

    Article  Google Scholar 

  13. Archer SL. Acquired mitochondrial abnormalities, including epigenetic inhibition of superoxide dismutase 2, in pulmonary hypertension and Cancer: therapeutic implications. Adv Exp Med Biol. 2016;903:29–53.

    Article  CAS  Google Scholar 

  14. Hao S, Jiang L, Fu C, Wu X, Liu Z, Song J, Lu H, Wu X, Li S. 2-Methoxyestradiol attenuates chronic-intermittent-hypoxia-induced pulmonary hypertension through regulating microRNA-223. J Cell Physiol. 2019;234(5):6324–35.

    Article  CAS  Google Scholar 

  15. Olsson J, Jacobson TA, Paulsson JM, Dadfar E, Moshfegh A, Jacobson SH, Lundahl J. Expression of neutrophil SOD2 is reduced after lipopolysaccharide stimulation: a potential cause of neutrophil dysfunction in chronic kidney disease. Nephrol Dial Transplant. 2011;26(7):2195–201.

    Article  CAS  Google Scholar 

  16. Bonora M, Wieckowsk MR, Chinopoulos C, Kepp O, Kroemer G, Galluzzi L, Pinton P. Molecular mechanisms of cell death: central implication of ATP synthase in mitochondrial permeability transition. ONCOGENE. 2015;34(12):1608.

    Article  CAS  Google Scholar 

  17. Nakamura A, Osonoi T, Terauchi Y. Relationship between urinary sodium excretion and pioglitazone-induced edema. J Diabetes Investig. 2010;1(5):208–11.

    Article  CAS  Google Scholar 

  18. Tang B, Chen GX, Liang MY, Yao JP, Wu ZK. Ellagic acid prevents monocrotaline-induced pulmonary hypertension via inhibiting NLRP3 inflammasome activation in rats. Int J Cardiol. 2015;180:134–41.

    Article  Google Scholar 

  19. Majka SM, Skokan M, Wheeler L, Harral J, Gladson S, Burnham E, Loyd JE, Stenmark KR, Varella-Garcia M, West J. Evidence for cell fusion is absent in vascular lesions associated with pulmonary arterial hypertension. Am J Physiol Lung Cell Mol Physiol. 2008;295(6):L1028–39.

    Article  CAS  Google Scholar 

  20. Wu XH, Li YY, Zhang PP, Qian KW, Ding JH, Hu G, Weng SJ, Yang XL, Zhong YM. Unaltered retinal dopamine levels in a C57BL/6 mouse model of form-deprivation myopia. Invest Ophthalmol Vis Sci. 2015;56(2):967–77.

    Article  CAS  Google Scholar 

  21. Lv X, Song H, Yang J, Li T, Xi T, Xing Y. A multi-epitope vaccine CTB-UE relieves helicobacter pylori-induced gastric inflammatory reaction via up-regulating microRNA-155 to inhibit Th17 response in C57/BL6 mice model. Hum Vaccin Immunother. 2014;10(12):3561–9.

    Article  Google Scholar 

  22. Fu C, Jiang L, Zhu F, Liu Z, Li W, Jiang H, Ye H, Kushida CA, Li S. Chronic intermittent hypoxia leads to insulin resistance and impaired glucose tolerance through dysregulation of adipokines in non-obese rats. Sleep Breath. 2015;19(4):1467–73.

    Article  Google Scholar 

  23. Wu X, Ji H, Wang Y, Gu C, Gu W, Hu L, Zhu L. Melatonin alleviates radiation-induced lung injury via regulation of miR-30e/NLRP3 Axis. Oxidative Med Cell Longev. 2019;2019:4087298.

    Google Scholar 

  24. Fu C, Jiang L, Xu X, Zhu F, Zhang S, Wu X, Liu Z, Yang X, Li S. STAT4 knockout protects LPS-induced lung injury by increasing of MDSC and promoting of macrophage differentiation. Respir Physiol Neurobiol. 2016;223:16–22.

    Article  CAS  Google Scholar 

  25. Cheng D, Zou W, Li X, Xiu Y, Tan H, Shi H, Yang X. Preparation and evaluation of 99mTc-labeled anti-CD11b antibody targeting inflammatory microenvironment for Colon Cancer imaging. Chem Biol Drug Des. 2015;85(6):696–701.

    Article  CAS  Google Scholar 

  26. Hammami A, Abidin BM, Charpentier T, Fabie A, Duguay AP, Heinonen KM, Stager S. HIF-1alpha is a key regulator in potentiating suppressor activity and limiting the microbicidal capacity of MDSC-like cells during visceral leishmaniasis. PLoS Pathog. 2017;13(9):e1006616.

    Article  Google Scholar 

  27. Elsakka NE, Webster NR, Galley HF. Polymorphism in the manganese superoxide dismutase gene. Free Radic Res. 2007;41(7):770–8.

    Article  CAS  Google Scholar 

  28. Zelko IN, Mariani TJ, Folz RJ. Superoxide dismutase multigene family: a comparison of the CuZn-SOD (SOD1), Mn-SOD (SOD2), and EC-SOD (SOD3) gene structures, evolution, and expression. Free Radic Biol Med. 2002;33(3):337–49.

    Article  CAS  Google Scholar 

  29. Dolinay T, Kim YS, Howrylak J, Hunninghake GM, An CH, Fredenburgh L, Massaro AF, Rogers A, Gazourian L, Nakahira K, et al. Inflammasome-regulated cytokines are critical mediators of acute lung injury. Am J Respir Crit Care Med. 2012;185(11):1225–34.

    Article  CAS  Google Scholar 

  30. Maruyama K, Nemoto E, Yamada S. Mechanical regulation of macrophage function - cyclic tensile force inhibits NLRP3 inflammasome-dependent IL-1beta secretion in murine macrophages. Inflamm Regen. 2019;39:3.

    Article  Google Scholar 

  31. Song Y, Sun R, Ji Z, Li X, Fu Q, Ma S. Perilla aldehyde attenuates CUMS-induced depressive-like behaviors via regulating TXNIP/TRX/NLRP3 pathway in rats. Life Sci. 2018;206:117–24.

    Article  CAS  Google Scholar 

  32. Yin J, You S, Liu H, Chen L, Zhang C, Hu H, Xue M, Cheng W, Wang Y, Li X, et al. Role of P2X7R in the development and progression of pulmonary hypertension. Respir Res. 2017;18(1):127.

    Article  Google Scholar 

  33. Ndisang JF, Jadhav A. Hemin therapy improves kidney function in male streptozotocin-induced diabetic rats: role of the heme oxygenase/atrial natriuretic peptide/adiponectin axis. ENDOCRINOLOGY. 2014;155(1):215–29.

    Article  Google Scholar 

  34. Parpaleix A, Amsellem V, Houssaini A, Abid S, Breau M, Marcos E, Sawaki D, Delcroix M, Quarck R, Maillard A, et al. Role of interleukin-1 receptor 1/MyD88 signalling in the development and progression of pulmonary hypertension. Eur Respir J. 2016;48(2):470–83.

    Article  CAS  Google Scholar 

  35. Nacher M, Farre R, Montserrat JM, Torres M, Navajas D, Bulbena O, Serrano-Mollar A. Biological consequences of oxygen desaturation and respiratory effort in an acute animal model of obstructive sleep apnea (OSA). Sleep Med. 2009;10(8):892–7.

    Article  Google Scholar 

  36. Zhang Z, Li Z, Wang Y, Wei L, Chen H. Overexpressed long noncoding RNA CPS1-IT alleviates pulmonary arterial hypertension in obstructive sleep apnea by reducing interleukin-1beta expression via HIF1 transcriptional activity. J Cell Physiol. 2019;234(11):19715–27.

    Article  CAS  Google Scholar 

  37. Bhat L, Hawkinson J, Cantillon M, Reddy DG, Bhat SR, Laurent CE, Bouchard A, Biernat M, Salvail D. RP5063, a novel, multimodal, serotonin receptor modulator, prevents monocrotaline-induced pulmonary arterial hypertension in rats. Eur J Pharmacol. 2017;810:92–9.

    Article  CAS  Google Scholar 

  38. Ross DJ, Strieter RM, Fishbein MC, Ardehali A, Belperio JA. Type I immune response cytokine-chemokine cascade is associated with pulmonary arterial hypertension. J Heart Lung Transplant. 2012;31(8):865–73.

    Article  Google Scholar 

Download references

Acknowledgements

We appreciated Prof. Xiangdong Yang from Zhongshan Hospital, Fudan university for the experimental methods sharing kindness.

Funding

This work was supported by grants from the National Key Research and Development Program of China (N0.2018YFC1313600) and National Natural Science Foundation of China (81570081 and 81770083).

Author information

Authors and Affiliations

Authors

Contributions

FCP analyzed and interpreted the patient data regarding the OSA disease. FCP, HSY and XW performed the histological examination of the lung, and were a major contributor in writing the manuscript. FCP and LZL completed the cellular and animal experiments. LSQ and WXD designed this study and offered the foundation. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Xiaodan Wu or Shanqun Li.

Ethics declarations

Ethics approval and consent to participate

This study was ethic approved by the Institutional Review Board of Zhongshan Hospital and written informed consent was obtained from all patients. All animal procedures have been approved by Fudan University institutional animal care and use committee in accordance with the Helsinki Declaration of 1975.

Consent for publication

All presentations have consent for publication.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Additional file 1: Figure S1.

Representative RVSP wave in SOD2-/+ and WT mice by exposure to CIH for 6 weeks. Figure S2. Medial vascular wall thickness showed by elastica van gieson staining in the group of WT mice and SOD2-/+ mice under CIH condition. a. Representative image of elastica van gieson staining of mice in the four groups. b. Statistical results of vascular thickness of the four groups. N = 5. *p < 0.05, **p < 0.01, ***p < 0.001.

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fu, C., Hao, S., Liu, Z. et al. SOD2 ameliorates pulmonary hypertension in a murine model of sleep apnea via suppressing expression of NLRP3 in CD11b+ cells. Respir Res 21, 9 (2020). https://doi.org/10.1186/s12931-019-1270-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12931-019-1270-0

Keywords