Abstract
Idiopathic pulmonary fibrosis (IPF) is a severe disorder leading to progressive and irreversible loss of pulmonary function. In this study we investigated the anti-fibrotic effect of vitamin D using a mouse model of IPF. Lung fibrosis was induced with bleomycin in vitamin D-sufficient and vitamin D-deficient C57BL/6 mice. We found that treatment with active vitamin D analog paricalcitol prevented mouse body weight loss and alleviated lung fibrosis, whereas vitamin D deficiency severely aggravated lung injury. At the molecular level, paricalcitol treatment suppressed the induction of fibrotic inducer TGF-β and extracellular matrix proteins α-SMA, collagen type I and fibronectin in the lung, whereas vitamin D deficiency exacerbated the induction of these proteins. Interestingly, bleomycin treatment activated the local renin–angiotensin system (RAS) in the lung, manifested by the induction of renin, angiotensinogen, angiotensin II and angiotensin receptor type 1 (AT1R). Paricalcitol treatment suppressed the induction of these RAS components, whereas vitamin D deficiency enhanced the activation of the lung RAS. We also showed that treatment of bleomycin-induced vitamin D-deficient mice with AT1R antagonist losartan relieved weight loss, substantially ameliorated lung fibrosis and markedly blocked TGF-β induction in the lung. Moreover, we demonstrated that in lung fibroblast cultures, TGF-β and angiotensin II synergistically induced TGF-β, AT1R, α-SMA, collagen type I and fibronectin, whereas 1,25-dihydroxyvitamin D markedly suppressed the induction of these fibrotic markers. Collectively, these observations strongly suggest that vitamin D mitigates lung fibrosis by blocking the activation of the lung RAS in this mouse model of IPF.
Subject terms: Diseases, Endocrinology, Pathogenesis
Introduction
Idiopathic pulmonary fibrosis (IPF) is a chronic and progressive interstitial lung disease1,2 that is characterized by proliferation of fibroblasts and reconstruction of collagen (Col)-based extracellular matrix (ECM)3,4. Repetitive local injuries to an ageing alveolar epithelium is thought to play a key role in the process of IPF, which result in premature and persistent senescence of epithelial cells, excessive generation of pro-fibrotic mediators and sustained activation of mesenchymal cells, leading to the development of IPF1. The increases in the rates of hospital admissions and deaths resulting from IPF indicate an increasing burden of this devastating disease5,6. Bleomycin (BLM)-induced lung fibrosis in mice is a well-accepted experimental model of IPF for IPF research7. Despite great advances in this research area, the molecular basis of IPF remains incompletely understood.
The vitamin D endocrine system plays pleiotropic roles in the physiology and pathophysiology of humans and animals8. The vitamin D hormone, 1,25-dihydroxyvitamin D (1,25(OH)2D3), interacts with the vitamin D receptor (VDR) to exert biological activities. The classic function of vitamin D is to regulate calcium homeostasis and skeletal health, but numerous non-classic functions of vitamin D have been reported in recent years including regulation of cell proliferation and anti-oxidative and anti-inflammatory effects9–12. One important finding is that the vitamin D hormone is a negative endocrine regulator of the renin–angiotensin system (RAS)13. The RAS plays key roles in the regulation of blood pressure and salt and fluid balances, but the local RAS within different tissues in the body have various biological activities14. Renin is the rate-limiting enzyme that cleaves angiotensinogen (AGT) to angiotensin (Ang) I, which is further processed to Ang II by angiotensin-converting enzyme (ACE). Ang II, the central effector of the RAS, is well known to have potent pro-inflammatory and pro-fibrotic activities, which are mediated by angiotensin receptor type 1 (AT1R)15,16. High ACE levels were reported in the broncho-alveolar fluid in fibrotic lung diseases17, and AGT is one of the most overexpressed genes in pulmonary fibrosis patients18. In fact, our previous studies demonstrated that activation of the RAS dramatically promotes lung fibrosis in mice19.
The VDR is highly expressed in the lung, suggesting that the lung is a non-classic target organ of vitamin D actions in the body20. Epidemiological data have suggested an association between vitamin D deficiency (VDD) and increased risks of infections in lungs21,22. VDD is common in patients with acute respiratory distress syndrome23. Low level of 25(OH)D is associated with pulmonary exacerbations in patients with cystic fibrosis24. VDD is also positively associated with the mortality of IPF patients25. In mice chronic VDD leads to lung fibrosis26, and our previous studies demonstrated that VDR-deficiency promotes acute lung injury due to the activation of the local RAS and Ang-2-Tie-2 pathways in the lung27. It was also reported that vitamin D attenuates BLM-induced IPF by inhibiting myofibroblast proliferation28. Based on these observations, we hypothesized that the local RAS in the lung is a key target of vitamin D in vitamin D prevention of BLM-induced lung injury. In this report we presented evidence from vitamin D analog therapy and a VDD model to support this hypothesis.
Results
Paricalcitol attenuates BLM-induced lung fibrosis in mice
To explore the therapeutic effect of vitamin D on BLM-induced lung injury, we treated BLM-induced IPF model with paricalcitol, a low-calcemic VDR agonist. As shown in Fig. 1, intratracheal instillation of BLM resulted in marked body weight loss that was not recovered in the following 4 weeks, but paricalcitol was able to prevent the weight loss and actually promoted weight gain in BLM-induced mice (Fig. 1A). Mice receiving paricalcitol treatment had some weight loss initially, probably due to hypercalcemic effects. Histological examination revealed destructive alveolar structure and thickened alveolar septum (H&E staining) and severe interstitial ECM deposition (Masson trichrome staining) in the lung of BLM-induced mice, and paricalcitol treatment markedly mitigated these events (Fig. 1B). Consistently, semi-quantitative analyses showed BLM dramatically increased the Ashcroft score, which measures lung fibrosis, and the fibrotic areas in the lung, whereas paricalcitol significantly attenuated the increase of these parameters (Fig. 1C,D).
We next investigated the expression of fibrosis-related genes by quantitative RT-PCR and Western blotting. As expected, fibrogenic factor TGF-β1 and ECM proteins, including α-smooth muscle actin (SMA), Col I, Col III, Col IV and fibronectin (FN), were markedly induced in BLM-induced lungs at both mRNA (Fig. 2A) and protein (Fig. 2B,C) levels, and paricalcitol treatment substantially blocked the induction of these proteins at both mRNA and protein levels (Fig. 2A–C).
Vitamin D deficiency aggravates BLM-induced lung injury
To further investigate the role of vitamin D in the development of IPF, we next explored the effect of VDD on BLM-induced lung injury. VDD model was established by placing the mice on a VDD diet for 9 weeks, in which the serum 25(OH)D level was significantly decreased to less than 15 ng/ml in these mice (Fig. 3A). Western blot assay revealed that lung VDR expression was not significantly changed in VDD mice compared with vitamin D-sufficient (VDS) mice (Fig. 3B,C). Following BLM insult, VDD mice exhibited much more severe weight loss in the next 4 weeks compared with VDS mice (Fig. 3D). Histological examination revealed that the VDD mice already developed marked lung injury 2 weeks after BLM induction, manifested by increased thickening of the alveolar wall and marked increases in the alveolar interstitial space (Fig. 3E), suggesting a development of pulmonary edema. Consistently, at this time the VDD mice had much higher Alveolitis score (Fig. 3F), lung weight coefficient (Fig. 3G) and wet/dry weight ratio (Fig. 3H) compared with the VDS mice. Furthermore, the levels of MPO and TNF-α in the lung lysates were also higher in the VDD mice than in the VDS mice (Fig. 3I,J). As expected, at 4 weeks following BLM instillation, lung injury became even more severe in the VDD mice compared with the VDS counterparts, manifested by disarrangement of alveolar architecture, very severe interstitial fibrosis, intra-alveolar hemorrhage and massive inflammatory cell infiltration (Fig. 3K). Quantitative data for the Ashcroft score (Fig. 3L) and fibrotic areas (Fig. 3M) in the lung were consistent with the histological observations. Interestingly, the VDD mice without BLM induction also developed lung injury comparable to the VDS + BLM mice (Fig. 3K–M), which is consistent with a previous report showing VDD induced lung fibrosis26. This observation underlines the important protective role of vitamin D in the lung. Further analyses of the molecular biomarkers confirmed that VDD exacerbated BLM induction of TGF-β1, α-SMA, Col I, Col III, Col IV and FN in the lung at both the mRNA and protein levels, compared with the VDS counterparts (Fig. 4A–C).
Vitamin D modulates the local RAS to suppress BLM-induced lung fibrosis
Given the role of the RAS in lung injury revealed by our previous studies19,27, we examined the status of the local RAS in the lung from the BLM-induced mice. Quantitative analyses using real time RT-PCR and Western blot assays showed that the components of the RAS cascade, including renin, ACE, AGT and AT1R, were induced in the lung of BLM-treated mice at both the mRNA (Fig. 5A,D) and protein levels (Fig. 5B,C,E,F). Paricalcitol treatment significantly blocked these inductions (Fig. 5A–C), whereas VDD further enhanced these BLM-induced up-regulations (Fig. 5D–F). Importantly, lung Ang II contents in BLM-induced mice were significantly increased (Fig. 5G), a crucial indicator of RAS activation. These observations strongly suggest that the local RAS in the lung is activated by BLM, and the vitamin D signaling modulates the lung RAS to ameliorate BLM-induced lung injury in these mice.
Blockade of RAS activation alleviates BLM-induced lung fibrosis in VDD mice
To confirm the role of RAS in the VDD-aggravated lung injury, we treated BLM-induced VDD mice with an AT1R blocker, losartan. We focused on VDD mice for this experiment because these mice showed much robust induction of the lung RAS, suggesting that the local RAS contributes more to lung injury in the VDD mice compared with the VDS mice. Therefore, the VDD mice are more relevant to test the effect of RAS inhibitors. As shown in Fig. 6, losartan treatment significantly attenuated body weight loss of BLM-induced VDD mice (Fig. 6A). Losartan also significantly blocked TGF-β1 induction in the lung of BLM-induced VDD mice (Fig. 6B). At the histological level, losartan partially restored the collapsed alveoli and dramatically decreased the interstitial ECM deposition in the lung seen in BLM-induced VDD mice (Fig. 6C). The Ashcroft score and lung fibrotic area were also significantly improved in losartan-treated mice (Fig. 6D,E). These observations suggest that VDD aggravates BLM-induced lung fibrosis due to overactivation of the local RAS.
Vitamin D suppresses Ang II-induced pro-fibrotic biomarkers in mouse lung fibroblasts
Ang II and TGF-β1 are potent fibrogenic factors and both exist in the lung of BLM-induced mice (Figs. 2, 4, 5). We confirmed that both TGF-β1 and Ang II were able to induce fibrotic marker α-SMA in lung MLg2908 fibroblast cells in a dose-dependent manner (Fig. 7A–D). Importantly, combining TGF-β1 and Ang II together at the optimal doses (5 ng/ml and 100 nM, respectively) maximized the induction of AT1R, α-SMA, TGF-β1, Col I and FN in these cells, likely in a synergistic manner (Fig. 7E,F), confirming their powerful pro-fibrotic activities when these two factors are present together in the lung. Interestingly, when the cells were pre-treated with 1,25(OH)2D3 (20 nM), the active hormone of vitamin D, the pro-fibrotic activities of the TGF-β1 and Ang II combination were dramatically attenuated (Fig. 7G,H). Since RAS activation also induces TGF-β1, these data confirm that the 1,25(OH)2D3/VDR signaling in the lung protects against lung fibrosis induced by the activation of the RAS.
Discussion
Pulmonary fibrosis represents an end stage of lung diseases and its development includes several distinct stages—clotting/coagulation, inflammation, fibroblast migration/proliferation/activation and tissue remodeling29,30. It is believed that at the inflammatory phase, impaired epithelial or endothelial cells produce inflammatory mediators that promote infiltration of inflammatory cells, which release inflammatory and pro-fibrotic factors that induce myofibroblast activation and interstitial ECM deposition31–34. The BLM-induced lung fibrosis model recapitulates many aspects of IPF, in which inflammatory infiltrates play critical roles in promoting ECM deposition and lung fibrosis35–37. In this study, we found that the local RAS cascade in the lung is another strong mediator of lung fibrosis in BLM-induced lung fibrosis model, especially under vitamin D deficiency. Renin, the rate-limiting enzyme of this cascade, is highly induced in the lung following BLM induction, but it is unclear whether renin is produced from the lung epithelial or endothelial cells or from inflammatory infiltrate cells, as mast cells and macrophages are rich sources of renin38–40. AGT, the substrate of renin, and ACE are both highly expressed in the lung17,18. All these provide a favorable environment for the lung to produce excess Ang II under inflammation and/or fibrosis. As a potent pro-fibrotic factor, Ang II acts on AT1R, which is also highly induced in the lung under fibrogenic conditions41, to promote TGF-β1 expression and lung fibrogenesis. TGF-β1 as a most powerful profibrogenic factor can induce fibroblast proliferation, transform fibroblasts into myofibroblasts and stimulate ECM synthesis42. Activated myofibroblasts deposit ECM, causing thickening of the alveolar walls16. We and others have reported that chronic activation of RAS promotes pulmonary fibrosis leading to lung dysfunction in mice19,43. In fact, our data presented in the current study confirmed this scenario of molecular events developed in the lung. We reported here that the RAS is highly activated in the BLM-induced lung fibrosis model, and blockade of the RAS with an AT1R antagonist losartan is able to ameliorate BLM-induced lung fibrosis.
Another important finding of this work is that vitamin D signaling protects against BLM-induced lung fibrosis via targeting the RAS. We reported that treatment with vitamin D analog paricalcitol attenuated BLM-induced lung fibrosis in a mouse IPF model, and the vitamin D hormone 1,25(OH)2D3 suppressed the expression of fibrogenic factors and ECM maker proteins in lung fibroblast cell cultures, whereas vitamin D deficiency further aggravated BLM-induced lung fibrosis in mice. All these observations are related to the RAS. This is not surprising, as a close relationship between vitamin D and RAS has been well established and the concept of vitamin D suppressing RAS activation has been well accepted8,13,44,45. Physiologically, the vitamin D hormone functions as a negative regulator of renin gene expression, and VDR deletion in mice led to hyperreninemia and hypertension13. Conversely, vitamin D or vitamin D analog compounds are able to directly suppress renin gene expression46–48.
A body of previous research has linked vitamin D to lung biology and pathophysiology and potent anti-fibrosis activity of vitamin D has been well documented. Vitamin D deficiency is closely associated with multiple lung diseases, including asthma, cystic fibrosis, interstitial lung diseases, chronic obstructive pulmonary disease and respiratory infections49–51. That vitamin D deficiency promotes tissue fibrosis has been reported in various organs, including the liver52, kidney53 and intestine54. In patients with cystic fibrosis, vitamin D deficiency was associated with increased pulmonary exacerbations and decreased lung function24. In a mouse model of acute lung injury, VDR deficiency exacerbated lung injury following lipopolysaccharide challenge, leading to higher mortality27. In a unilateral ureter obstruction model of kidney fibrosis, VDR deletion aggravated renal damage in the obstructed kidney and promoted interstitial fibrosis due to overactivation of the local RAS in the kidney55. Although a prior study reported that nutritional vitamin D supplementation was able to attenuate pulmonary fibrosis in the BLM-induced lung fibrosis model, the underlying molecular basis was not identified28. In the present study, we showed that key components of the RAS including renin, AGT and AT1R are highly induced under this condition, especially the production of Ang II in the lung is increased, suggesting that VDD-induced activation of the local RAS is at least attributed to the development of lung fibrosis under BLM induction. Indeed, the data from the losartan treatment experiments and in vitro data from MLg2908 cells lend strong support to this notion. Therefore, we conclude that vitamin D/VDR signaling suppresses BLM-induced lung fibrosis by inhibiting the activation of the local RAS in the lung. The therapeutic implication of this conclusion is that low calcemic vitamin D analogs and anti-RAS drugs may be useful for the management of human IPF.
Materials and methods
Animals
Three- and eight-week old male and female C57BL/6 mice were provided by the Laboratory Animal Center of China Medical University. The mice were housed in a pathogen-free facility, and maintained in a 12 h/12 h light/dark cycle at 25 °C temperature. Approximately equal numbers of male and female mice were used in each experiment. All experiments were performed according to the guidelines and regulations of the Animal Care and Use Ethics Committee of China Medical University, and all experimental protocols were approved by China Medical University. All animal studies were carried out in accordance with the ARRIVE guidelines.
Paricalcitol treatment of BLM-induced IPF model
A mouse model of IPF was induced using BLM. Although a prior study has suggested that male sex contributes to the severity of BLM-induced pulmonary fibrosis in BLM model56, we did not observe clear differences in sex-related lung injury. Therefore, both male and female mice in approximately equal numbers were used in BLM treatment. Briefly, 8-week old mice were anesthetized and administered intratracheally with one dose of BLM (1.5 Units/kg, Sigma-Aldrich, St. Louis, MO) or vehicle on day 0. Vitamin D analog paricalcitol (150 ng/kg, dissolved in 70% propylene glycol) or vehicle was injected intraperitoneally on day 2, and paricalcitol treatment was continued every other day until the end of the experiment. Body weight was monitored daily. On day 28, the mice were sacrificed and lungs were harvested for analysis.
BLM-induced IPF model in vitamin D-deficient mice and losartan treatment
To induce vitamin D deficiency, 3-week old mice were placed on a vitamin D deficient (VDD) diet (25 IU/kg vitamin D3; Xietong, Jiangsu, China) for 9 weeks. Control mice were fed a vitamin D sufficient (VDS) diet (1000 IU/kg vitamin D3; Xietong, Jiangsu, China) that has the same compositions except for vitamin D3 content. To avoid direct ultraviolet light exposure, the mice fed the VDD diet were housed in a dark room. The control VDS mice were kept in a 12-h light/dark cycle. After 9 weeks, both VDS and VDD mice were administered intratracheally with one dose of BLM (1.5 Units/kg) or vehicle. The mice were sacrificed on day 14 or 28 following BLM administration. In some experiments, the mice were treated with losartan at a dose of 1.5 mg/kg/day one day after BLM administration for 28 days. Losartan was dissolved in drinking water. Body weight was monitored daily.
Lung weight coefficient and wet/dry weight ratio
Mouse lungs were removed immediately after euthanasia, and the wet weight was recorded after the surface blood was aspirated. The lungs were then placed in an incubator at 60 °C for 72 h, and the dry weight was measured. Lung weight coefficient was calculated by dividing the wet lung weight by the mouse body weight. The lung wet/dry weight ratio was calculated by dividing the wet weight by the dry weight of the same lung.
Histology
Freshly harvested lungs were fixed in 4% formalin made in phosphate-buffered saline for 24 h and embedded in paraffin wax. The tissue blocks were sectioned at 5 μm using a Leica Microtome. Slides were stained with H&E (Beyotime Institute of Biotechnology, Shanghai, China) or Masson’s trichrome (Senbeijia, Nanjing, China) following routine procedures. Microscopic lung fibrosis was scored using the Ashcroft scale57, and ECM deposition was quantified with ImageJ (NIH) based on Masson’s trichrome-stained slides. Alveolitis scores were obtained according to a previous study58.
Cell culture and treatment
MLg2908 murine lung fibroblasts were cultured in DMEM supplemented with 10% fetal bovine serum, 100 U/ml penicillin and 100 mg/ml streptomycin at 37 °C and 5% CO2. To study dose responses, the cells were treated with different concentrations of TGF-β1 (0, 1, 5, 10 ng/ml) (Sigma-Aldrich, St. Louis, MO) or Ang II (0, 10, 100, 1000 nM) (Sigma-Aldrich, St. Louis, MO) for 24 h. Then cells were treated with 5 ng/ml TGF-β1, 100 nM Ang II or both for 24 h. In some experiments, the cells were pretreated with 1,25(OH)2D3 (20 nM) or ethanol vehicle for 24 h before TGF-β1 and Ang II co-treatment.
Western blot
Total protein lysates were extracted from lung tissues or MLg2908 cells by homogenization in the Laemmli sample buffer. An equal amount of proteins (30 μg per lane) were separated by electrophoresis on 8% polyacrylamide gels, and the proteins were electro-transferred onto polyvinylidene difluoride membranes (EMD Millipore, Billerica, MA, USA) overnight. The membranes were then incubated with primary antibodies as follows: anti-β-actin (1:1000, Santa Cruz), anti-α-smooth muscle actin (SMA) (1:1000, CBL171, Millipore), anti-transforming growth factor (TGF)-β1 (1:1000, ab92486, Abcam), anti-collagen type 1 (Col I) (1:1000, ab21286, Abcam), anti-fibronectin (FN) (1:1000, F7387, Sigma-Aldrich), anti-vitamin D receptor (VDR) (1:1000, sc-13133, Santa Cruz), anti-renin (1:1000, sc-133145, Santa Cruz), anti-AT1R (1:1000, ab124734, Abcam) and anti-AGT (1:1000, sc-374511, Santa Cruz). Secondary antibody was horseradish peroxidase-conjugated anti-IgG (ZB-2301, ZB-2305, ZSGB-BIO). The relative amount of proteins in each band was quantified using ImageJ (NIH), and normalized to β-actin (TA-09, ZSGB-BIO) as an internal loading control.
RT-PCR
Total RNAs were extracted from lung tissues or MLg2908 cells using TRIzol reagent (Invitrogen, Camarillo, CA). First-strand cDNAs were synthesized using PrimeScript RT reagent kit (TaKaRa, Mountain View, CA). Real-time PCR was performed with SYBR Premix Ex kit (TaKaRa, Mountain View, CA) in an ABI 7500 real-time PCR system. The relative amounts of transcripts were calculated using the 2−ΔΔCt formula59, and normalized to GAPDH as an internal control. PCR primers used in this study are provided in Table 1.
Table 1.
Primer name | Forward (5′–3′) | Reverse (3′–5′) |
---|---|---|
ma-SMA | GAG GCA CCA CTG AAC CCT AA | CAT CTC CAG AGT CCA GCA CA |
mTGF-b1 |
TGG AGC AAC ATG TGG AAC TCT |
CCT GTA TTC CGT CTC CTT GGT |
mCol-Ia |
GCA GGT TCA CCT ACT CTG TCC T |
CTT GCC CCA TTC ATT TGT CT |
mCol-IIIa | TCC CCT GGA ATC TGT GAA TC |
TGA GTC GAA TTG GGG AGA AT |
mCol-IVa |
AGG GTT ACC TGG AGA AAA AGG G |
TGG TCT CCT TTC TGT CCC TTC |
mFN |
CGA GGT GAC AGA GAC CAC AA |
CTG GAG TCA AGC CAG ACA CA |
mRenin | TTT ATC CAC TGA CCC AGT TC | CTG AGA GAA ACC TCT CAT CG |
mAT1R | CTG CTC TCC CGG ACT TAA CA | CTG GGT TGA GTT GGT CTC AGA |
mAGT | TCT TTG GCA CCC TGG TCT CTT TCT | TTC TCA GTG GCA AGA ACT GGG TCA |
mACE1 | CCC ATC TGC TAG GGA ACA TGT | GGT GTC CAT CCC TGC TTT ATC A |
α-SMA: α-smooth muscle actin, TGF-b1: transforming growth factor-β1, Col-Ia: Collagen I, Col-IIIa: Collagen III, Col-IVa, Collagen IV, FN: fibronectin, AT1R: angiotensin type 1 receptor, AGT: angiotensinogen, ACE1: angiotensin converting enzyme 1.
Lung lysate assays
Lung lysates were extracted using phosphate-buffered saline (pH 7.0). Concentrations of Ang II, TGF-β1 and tumor necrosis factor (TNF)-α in the lung lysates were determined using Ang II ELISA kit (Nanjing Jiancheng Bioengineering Institute, China), TGF-β1 ELISA kit (ExCell Bio, Taicang, China) and TNF-α ELISA kit (ExCell Bio, Taicang, China) according to the manufacturer’s instructions, respectively. Myeloperoxidase (MPO) activity was assessed using an MPO assay kit (Nanjing Jiancheng Bioengineering Institute, China) according to the manufacturer’s instruction.
Statistical analysis
Data values were presented as means ± SEM. Normality and homoscedasticity were assessed by Shapiro–Wilk and Square Levene test before applying parametric tests. Two-tailed Student’s t test was used for comparing two groups with parametric data; for comparison of multiple groups with parametric data, we performed one-way analysis of variance (ANOVA), two-way ANOVA (for two variable analysis) or two-way repeated measures ANOVA (for weight change analysis). When the data did not pass the normality or homoscedasticity test, we used Kruskal–Wallis one-way ANOVA for the non-parametric test. P values < 0.05 were considered statistically significant. Statistical analysis and graphing were carried out using Origin Pro 8.0 (OriginLab Corp, MA).
Supplementary Information
Acknowledgements
This work was supported in part by research grants from Liaoning Province and National Science Foundation of China (Grant # 81670010 to HN).
Author contributions
J.C. and Y.C.L. conceived and designed the research; J.C., X.G., X.L., Y.S., and X.W. performed the research; H.N., J.D., W.L. and Z.X. provided technical assistance or reagents; J.C. and Y.C.L. performed the data analyses; J.C., H.N. and Y.C.L. wrote the manuscript. H.N. and Y.C.L. supervised the study.
Data availability
All data generated or analyzed during this study are included in this published article. Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Hongguang Nie, Email: hgnie@cmu.edu.cn.
Yan Chun Li, Email: cyan@medicine.bsd.uchicago.edu.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-021-96152-7.
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Data Availability Statement
All data generated or analyzed during this study are included in this published article. Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.