Abstract
Silicon dioxide nanoparticles (SiO2NPs) are widely applied in industry, chemical, and cosmetics. SiO2NPs is known to induce pulmonary toxicity. In this study, we investigated the molecular mechanisms of SiO2NPs on pulmonary toxicity using a lung alveolar epithelial cell (L2) model. SiO2NPs, which primary particle size was 12 nm, caused the accumulation of intracellular Si, the decrease in cell viability, and the decrease in mRNAs expression of surfactant, including surfactant protein (SP)-A, SP-B, SP-C, and SP-D. SiO2NPs induced the L2 cell apoptosis. The increases in annexin V fluorescence, caspase-3 activity, and protein expression of cleaved-poly (ADP-ribose) polymerase (PARP), cleaved-caspase-9, and cleaved-caspase-7 were observed. The SiO2NPs induced caspase-3 activity was reversed by pretreatment of caspase-3 inhibitor Z-DEVD-FMK. SiO2NPs exposure increased reactive oxygen species (ROS) production, decreased mitochondrial transmembrane potential, and decreased protein and mRNA expression of Bcl-2 in L2 cells. SiO2NPs increased protein expression of cytosolic cytochrome c and Bax, and mRNAs expression of Bid, Bak, and Bax. SiO2NPs could induce the endoplasmic reticulum (ER) stress-related signals, including the increase in CHOP, XBP-1, and phospho-eIF2α protein expressions, and the decrease in pro-caspase-12 protein expression. SiO2NPs increased phosphoinositide 3-kinase (PI3K) activity and AKT phosphorylation. Both ROS inhibitor N-acetyl-l-cysteine (NAC) and PI3K inhibitor LY294002 reversed SiO2NPs-induced signals described above. However, the LY294002 could not inhibit SiO2NPs-induced ROS generation. These findings demonstrated first time that SiO2NPs induced L2 cell apoptosis through ROS-regulated PI3K/AKT signaling and its downstream mitochondria- and ER stress-dependent signaling pathways.
Subject terms: Cell death, Cell signalling, Respiration, Nanotoxicology
Introduction
Silicon dioxide nanoparticles (SiO2NPs) was nanoform (<100 nm) of nanosilica. SiO2NPs are one of popular nano-materials that are broadly used in many applications, such as packaging, chemical industry, DNA and drugs delivery, cosmetics, printer toners, food additives, and cancer therapy1–8. It had been reported that almost 100 of consumer products containing nanosilica and nearly 1.5 million tons in the worldwide market8–10. However, SiO2NPs might induce cytotoxic effects to affect human health, especially occurs in occupational silica dust forming11. It has been noted that silica exposure is associated with lung fibrosis, lung cancer, emphysema, chronic obstructive pulmonary disease, or lung infections11,12. Inhalation was the primary route for nanosilica exposure13. A study has shown that SiO2NPs are highly toxic and can be accumulated in cytosol and endosomal compartments14. Other studies also discussed that nanosilica could penetrate cells, interacting with the cellular membrane and organelles13–15. SiO2NPs have been shown to induce oxidative stress and activate apoptosis in human lung epithelial derived-A549 cells16. Induction of oxidative stress elevates reactive oxygen species (ROS) generation that may trigger the cytotoxic pathways to cause lung epithelial cell damage17. Nonetheless, little was known of the role of ROS and its downstream signaling pathways in SiO2NPs-induced cytotoxicity of pulmonary epithelial cells. Phosphoinositide 3-kinase (PI3K) converses phosphatidylinositol 3,4-triphosphase (PIP2) to phosphatidylinositol 3,4,5-triphosphase (PIP3), which phosphorylates serine/threonine kinase AKT18. It has been reported that PI3K/AKT signaling is one of molecular pathways in ROS-triggered cell apoptosis19,20. Moreover, the mitochondria- and endoplasmic reticulum (ER) stress-regulated pathways are known to be involved in lung epithelial cell apoptosis21. It has been shown that SiO2NPs induce ROS production and lead to apoptosis in human liver cells22. Mitochondrial dysfunction has been demonstrated to activate caspases-related cascades23. Therefore, it might suggest that SiO2NPs induced ROS-related mitochondrial apoptosis. The induction of ER stress-related C/EBP homologous protein (CHOP) and CHOP target genes (BIM, CHAC-1, NOXA, and PUMA) by SiO2NPs exposure has been found in human hepatoma cells24. The nanoparticles of titanium dioxide, silver, and zinc oxide have also been shown to induce ER stress in cell and animal models25–27. It has been found that ER stress is related to oxidative stress-regulated apoptosis28. However, the roles of signaling pathways mentioned above in SiO2NPs-induced lung epithelial cell cytotoxicity still remain to be clarified.
In this study, we tried to investigate the molecular mechanisms of SiO2NPs-induced cytotoxicity in lung alveolar epithelial cells. We determined whether ROS, PI3K/AKT, and signals of mitochondria and ER stress were involved in SiO2NPs-induced cytotoxicity and the possible upstream/downstream relationship among these molecular signals.
Results
SiO2NPs induces apoptosis in L2 alveolar epithelial cells
To investigate the harmful effects of SiO2NPs in lung cells, L2 alveolar epithelial cells were used. Cells were treated with SiO2NPs (10–300 μg/mL) for 24 and 48 hours. Results showed that SiO2NPs (100 μg/mL) significantly decreased cell viability after 24 and 48 hours treatments. Moreover, the SiO2NPs induced cytotoxicity in L2 alveolar cells in a dose- and time-dependent manner (Fig. 1A). We next tested the mRNA expressions of surfactants. Results showed that surfactant protein (SP)-A, SP-B, SP-C and SP-D mRNA levels were significantly reduced after 48 hours treatment of SiO2NPs (100 μg/mL) (Fig. 1B). We also examined the intracellular Si levels to clarify whether SiO2NPs could enter intracellular space. Results showed that the intracellular levels of Si in L2 cells treated with SiO2NPs (50–300 μg/mL) were increased in a dose-dependent manner (Fig. 1C). We next investigated the effect of SiO2NPs on apoptosis in L2 cells treated with SiO2NPs (50–300 μg/mL) for 24 and 48 hours. Results showed that SiO2NPs markedly increased annexin-V fluorescence (Fig. 2A) and caspase-3 activity (Fig. 2B). This increased caspase-3 activity by SiO2NPs could be reverse by caspase-3 inhibitor Z-DEVD-FMK (Fig. 2D). We also analyzed the expressions of apoptosis-related proteins in L2 cells treated with SiO2NPs (100 μg/mL) for 24, 36 and 48 hours. The SiO2NPs significantly increased cleaved-poly (ADP-ribose) polymerase (PARP), cleaved-caspase-9 and cleaved-caspase-7 protein expression (Fig. 2C). These results suggested that SiO2NPs was capable of inducing cytotoxicity and apoptosis in L2 cells.
SiO2NPs induces ROS production and mitochondria- and ER stress-related signals in L2 alveolar epithelial cells
We next investigated the potential mechanisms of SiO2NPs-induced cytotoxicity in L2 cells treated with SiO2NPs (50–300 μg/mL) for 45 minutes to 3 hours. The ROS production was analyzed by flow cytometry. Results showed that SiO2NPs increased ROS production in a dose- and time- dependent manner (Fig. 3A). The SiO2NPs (100 μg/mL) treatments also decreased mitochondrial transmembrane potential (MMP) (Fig. 3B) and increased cytosolic cytochrome c release (Fig. 3C). In the investigation of mitochondria disruptive signals, Bax protein expression was increased, and Bcl-2 protein expression was decreased in L2 cells after SiO2NPs (100 μg/mL) treatment (Fig. 3D). Moreover, SiO2NPs also caused the increase in Bid, Bak, and Bax mRNA expressions and the decrease in Bcl-s mRNA expression in L2 cells (Fig. 3E). In the investigation of ER stress-related signals, SiO2NPs significantly increased the protein expression of CHOP, X-box binding protein-1 (XBP-1), and phospho-eIF2α, and reduced the protein expression of pro-caspase-12 (Fig. 3F). These results suggested that SiO2NPs induced cell apoptosis via ROS-, mitochondria-, and ER stress-related pathways.
The PI3K is involved in SiO2NPs-induced cell apoptosis
We next tested the role of PI3K/AKT signaling in SiO2NPs-induced cytotoxicity. Results showed that PI3K activity (Fig. 4A) and AKT phosphorylation (Fig. 4B) was increased in L2 cells treated with SiO2NPs (100 μg/mL). In addition, both antioxidant N-acetyl-l-cysteine (NAC) (1 mM) and PI3K inhibitor LY294002 (2.5 μM) treatment significantly reversed the decreased cell viability (Fig. 5A), the increased caspase-3 activity (Fig. 5B), the decreased SP-A (Fig. 5C), SP-B (Fig. 5D), SP-C (Fig. 5E), and SP-D (Fig. 5F) mRNA expressions, the decreased MMP (Fig. 6A), the increased cytosolic cytochrome c release (Fig. 6B-a,-b), the increased protein expressions of cleaved-PARP, cleaved-caspase-9, cleaved-caspase-7, cleaved-caspase-3 (Fig. 7A,B), CHOP, and phospho-eIF2α, and the decreased pro-caspase-12 protein expression (Fig. 7C,D). We further found that the ROS production was inhibited by NAC pretreatment, but not by LY294002 pretreatment, in SiO2NPs-treated cells (Fig. 8A). However, both NAC and LY294002 pretreatment inhibited SiO2NPs-increased PI3K activity (Fig. 8B) and AKT phosphorylation (Fig. 8C). These results suggested that SiO2NPs triggered L2 cell apoptosis via ROS-activated PI3K/Akt-mediated mitochondria- and endoplasmic reticulum stress-dependent signaling pathways.
Discussion
The nanosized paticles, which diameters was less than 100 nm, are easily exposure to human by various routes, such as inhalation (respiratory tract), ingestion (gastrointestinal tract), dermal (skin), and injection (blood circulation)29. SiO2NPs have applications in many industrial and medical areas. SiO2NPs have been found to cause adverse effects in human, such as lung fibrosis, chronic bronchitis, chronic obstructive pulmonary disease (COPD), and lung cancer30–32. In the present study, we elucidated the mechanisms of SiO2NPs-induced cytotoxicity in L2 alveolar cells that SiO2NPs-induced cell apoptosis via the ROS-activated PI3K/AKT signaling-mediated mitochondria- and ER stress-dependent signaling pathways.
The SiO2NPs-induced systemic toxicity is controversy. In a food additives study, rodents with oral administration of silica nanoparticles at a dose of 2500 mg/kg body weight did not cause the adverse health effects33. Beside, in a study of subacute inhalation toxicity test, exposure of rats with silica nanoparticles (0.407 ± 0.066 mg/m3 to 5.386 ± 0.729 mg/m3) for 28 days did not find the histological changes in lung tissues and the inflammatory responses in bronchoalveolar lavage fluid34. Yet, other studies demonstrated that oral exposure of silica nanoparticles induced liver injuries, including fatty liver, periportal liver fibrosis, and liver weight decrease33,35,36. van der Zande et al.36 have shown that no obviously toxic effects after animals feed with silica nanoparticles (size: 5–200 nm) 100 to 2500 mg/kg body weight were observed after 28 days exposure; however, some adverse health effects were observed after 84 days of exposure, including the increases in serum alanine aminotransferase level, lipid droplets, and periportal liver fibrosis. A study has also demonstrated that lung tissue is a major site for 125I labeled silica nanoparticles accumulation in mice after intravenous injection37. Treatment with pure silica nanoparticles (size: 50 and 100 nm) in human lung alveolar epithelial cells at the concentrations of 50 to 100 μg/mL has been shown to induce ROS generation, DNA fragmentation, and genotoxicity38. In the present study, we used SiO2NPs (size: 12 nm) 10 to 300 μg/mL to treat normal lung epithelial cells L2 for 24 and 48 hours. SiO2NPs induced cytotoxicity at the concentrations of 50–300 μg/mL in a dose-dependent manner. SiO2NPs (50–300 μg/mL) could also significantly increase the intracellular Si levels. These results indicated that SiO2NPs possessed cytotoxic effect and accumulative potential in lung cells as previous findings mentioned above.
The cell apoptosis is known to involve the extrinsic death receptor pathway and the intrinsic mitochondrial pathway. The mitochondria related apoptosis is resulted from the mitochondrial permeability transition pore opening and decrease mitochondrial transmembrane potential in inner mitochondria membrane in which cytochrome c can be released to cytosol and trigger the caspases-related apoptosis39,40. SiO2NPs has been found to induce cytotoxicity resulted from mitochondrial-related apoptosis in skin cancer A431 cells and lung cancer A549 cells16. Moreover, previous study has shown that ROS is involved in many phases of mitochondria-related apoptosis41. In the present study, we found that ROS elevation by SiO2NPs triggered mitochondrial damage, resulting mitochondrial transmembrane potential loss, cytochrome c release, and cleavages of PARP and caspases 3,7, and 9 in L2 cells. The antioxidant NAC effectively reversed the SiO2NPs-induced ROS-triggered mitochondria damage and apoptosis. These results suggest that oxidative stress-regulated mitochondria damage is an important risk factor in SiO2NPs-induced lung cell apoptosis.
Under ER stress conditions, ER-chaperone protein 78 kDa glucose-regulated protein (Grp78/BIP) is released from three dominant stress sensors, including inositol-requiring protein 1 (IRE1), PKR-like endoplasmic reticulum kinase (PERK), activating transcription factor-6 (ATF-6). Subsequently, the spliced form of XBP-1 is produced by IRE1 activation that triggers Grp78/BIP and CHOP expression. Activation of PERK phosphorylates eIF2α and increases ATF4 translation42. It had been shown that ER-stress was associated with various lung disorders, such as lung cancer, lung fibrosis, asthma, and lung injury43. Inhalation or intra-tracheal instillation of titanium dioxide, silver, or zinc oxide nanoparticles have been shown to induce ER stress26,27,44. However, the role of ER stress in SiO2NPs-induced cytotoxicity in lung epithelial cells remains unclear. In the present study, we found that ER stress-related proteins, including CHOP, XBP-1, eIF2α and caspase-12, can be upregulated or activated by SiO2NPs, indicating that ER stress-related signaling pathway might also contribute to SiO2NPs-induced cytotoxicity in L2 cells.
PI3K is a lipid kinase that involved in cell metabolism, proliferation, survival, and death45. AKT activation, which occurs downstream of PI3K, is known to increase ROS generation and accelerate ROS-induced apoptosis19,46. In the present study, we tested the relationship between PI3K/AKT signaling and ROS generation in SiO2NPs-induced lung alveolar cell damage. We found that SiO2NPs increased PI3K activity and AKT phosphorylation, which could be significantly reversed by antioxidant NAC and PI3K inhibitor LY294002. However, PI3K inhibitor LY294002 could not inhibit the ROS generation by SiO2NPs. Inhibition of ROS and PI3K/AKT signaling effectively protected lung alveolar cells against SiO2NPs-induced cytotoxicity and cell apoptosis. These results suggest that ROS-regulated PI3K/AKT signaling plays an important role in SiO2NPs-induced lung alveolar epithelial cell apoptosis.
In conclusion, the present study demonstrates that SiO2NPs is capable of inducing lung alveolar epithelial cell apoptosis. We further demonstrate that ROS-regulated PI3K/AKT-mediated mitochondria- and ER stress-dependent signaling pathways are involved in the SiO2NPs-induced cell apoptosis. These findings provide basic concerns of molecular mechanisms and possible therapeutic strategies in SiO2NPs-induced lung injury.
Materials and Methods
SiO2NPs
SiO2NPs were purchased from Sigma-Aldrich (Sigma-Aldrich, St. Louis, MO, USA). The characterization of SiO2NPs is 12 nm of primary particle size by transmission electron microscopy (TEM) and 99.8% of purity based on traced metal analysis. The SiO2NPs stock solution was modified from previous study47, and freshly suspended in ddH2O at a concentration of 5 mg/ml and then dispersed for 20 min by using a sonicator before used.
Cell culture
The cell culture was performed as described previously48. Rat lung epithelial derived L2 cells were purchased from ATCC (CCL-149). Cells were cultured in RPMI-1640 media supplemented with 10% fetal bovine serum and 1% penicillin-streptomycin in 75 cm2 flask, and under a 5% CO2 and 95% air mixture at 37 oC in a humid chamber. When growth density was reached 80%, cells were washed twice with PBS, and detached with 0.25% (w/v) trypsin-0.53 mM EDTA solution for 5 to 15 min. The aliquot of cells was added to a new flask or wells for next experiments.
Cell viability
Cells were cultured in 24-well (2 × 105 cells/well) and treated with SiO2-NPs for 24 and 48 hours. Subsequently, cells were washed twice in PBS and added fresh media with 30 µL of 3-(4,5-dimethyl thiazol-2-yl-)-2,5-diphenyl tetrazolium bromide (MTT; Sigma, St. Louis, MO, USA) (2 mg/mL) for 4 hours. Media were then removed and dimethyl sulfoxide was added to dissolve blue formazan crystals. The fluorescence was determined by using an enzyme linked immunosorbent assay (ELISA) reader (Bio-Rad, model 550, Hercules, CA, USA) at an absorption band of 570 nm.
Intracellular silicon (Si) concentration analysis
To determine the Si levels in cells, cells were cultured in 10 cm2 dishes and treated with various dose of SiO2NPs for 24 hours. Subsequently, cells were harvested and placed in a 15 mL polyethylene tube with 0.5 mL of a 3:1 mixture of hydrochloric acid (35%) and nitric acid (70%), frozen at 220 °C, overnight. Tubes were thawed at 37 °C for 20 mins and centrifuged at 1000 × g at 4 °C for 10 mins. The Si content in supernatants was determined by inductively coupled plasma mass spectrometry (ICP-MS).
RT-PCR analysis
The mRNAs expression of surfactant was analyzed by real-time quantitative RT-PCR (qPCR) as previously described49. Briefly, total intracellular RNA was extracted using RNeasy Mini kit (Qiagen Inc., USA), according to the instructions provided, according to the instructions provided, and was heated to 90 °C for 5 min to remove any secondary structures and then rapidly placed on ice. The samples were reverse transcribed into cDNA using the AMV RTase (reverse transcriptase enzyme, Promega Corporation, Pty. Ltd., USA) system. cDNA (2 μL) was tested with Real-time Sybr Green PCR reagent (Invitrogen, USA) with rat specific primers (as shown in Table 1). The amplification was performed using an ABI StepOnePlus sequence detection system (PE, Applied Biosystems, CA, USA). Data analysis was performed using StepOne software (Version 2.1, Applied Biosystems, CA, USA).
Table 1.
Primer name | Primer sequence | Reference | |
---|---|---|---|
SP-A | Forward (5′ 3′) | 5′-GGAAGCCCTGGGATCCCTGGA-3′ | 51 |
Reverse (5′ 3′) | 5′-TGGGTACCAGTTGGTGTAGT-3′ | ||
SP-B | Forward (5′ 3′) | 5′-GTTCCACTGCAGATGCCATTG-3′ | 51 |
Reverse (5′ 3′) | 5′-CATGTGCTGTTC CACAAACTG-3′ | ||
SP-C | Forward (5′ 3′) | 5′-GATTACTCGACAGGTCCCAGGAGCCAGTTTCG-3′ | 51 |
Reverse (5′ 3′) | 5′-TGGCTTATAGGCGGTCAGGAGCCGCTGGTA-3′ | ||
SP-D | Forward (5′ 3′) | 5′- ACTTCCAGACAGTGCTGCTCTGAGGC-3′ | 52 |
Reverse (5′ 3′) | 5′-ATAACCAGGCGCTGCTCT CCACAAGCC-3′ | ||
Bcl-2 | Forward (5′ 3′) | 5′-CTTTGTGGAACTGTACGGCCCCAGCATGCG-3′ | 52 |
Reverse (5′ 3′) | 5′-ACAGCCTGCAGCTTTGTTTCATG-GTACATC-3 | ||
Bid | Forward (5′ 3′) | 5′-CACGACCGTGAACTTTAT-3′ | 52 |
Reverse (5′ 3′) | 5′-GCTGTTCTCTGGGACC-3′ | ||
Bak | Forward (5′ 3′) | 5′-TTTGGCTACCGTCTGGCC-3′ | 52 |
Reverse (5′ 3′) | 5′-GGCCCAACAGAACCACACC-3′ | ||
Bax | Forward (5′ 3′) | 5′-GGGAATTCTGGAGCTGCAGAGGATGATT-3′ | 52 |
Reverse (5′ 3′) | 5′-GCGGA TCCAAGTTGCCATCAGCAAACAT-3′ |
Caspase-3 activity analysis
Cells were cultured at a density of 2 × 105 cells/well and treatment of SiO2NPs with or without antioxidant NAC or PI3K inhibitor LY294002 for 24 hours. Subsequently, cells were lysed and cell lysates were incubated with caspase-3/CPP32 substrate, Ac-DEVD-AMC (10 μM) (Promega Corporation, Madison, WI, USA) for 1 h, 37 °C. The fluorescence of cleaved substrate was detected by spectrofluorometer (Spectramax, Molecular Devices, CA, USA) at excitation wavelength 380 nm and emission wavelength 460 nm. The protein concentration was determined by using bicinchoninic acid (BCA) protein assay kit (Pierce, Rockford, IL, USA) to normalize the cell numbers between control and others groups.
Flowcytometry analysis
Apoptosis, ROS production and mitochondrial transmembrane potential (MMP) in SiO2NPs treated cells were evaluated by flow cytometer. After cells were treated SiO2NPs with or without NAC or LY294002 for 24 h, cells were harvested and washed twice with PBS. Cells were stained with Annexin V-FITC (Biovision Research Products, Moutain View, CA) for 20 mins at room temperature. Subsequently, cells were washed twice with PBS and the fluorescence of apoptosis was detected by flow cytometeric analysis. To detection of ROS generation, cells were stained with 2′,7′-dicholorofluorescein diacetate (DCF-DA, Sigma, St. Louis, MO, USA) for 30 mins at 37 °C. The DCF-DA entered to cytosol and converted to hydrophilic 2,7-dichloroflurorescein (DCFH) by cytosolic esterase. The fluorescence of peroxide oxidized DCFH was detected by flow cytometeric analysis. To assess MMP alteration, cells were stained with DiOC6 for 30 mins at 37 °C, and analyzed by flowcytometer (Becton-Dickinson, Franklin Lakes, NJ, USA).
PI3K activity assay
PI3K activity was executed according to manufacturer’s protocol (Active Motif). Cells were cultured in wells with approximately 80% confluent and treated with SiO2NPs. After, cells were washed twice of PBS and fixed with 4% formaldehyde in PBS for 20 min at room temperature, and then formaldehyde was removed and washed with wash buffer. Blocking buffer was supplemented with samples and incubated for 1 hour at room temperature. After rinsing with PBS, all samples were incubated with primary phospho-PI3K antibody at 4 °C, overnight. Subsequently, primary antibody was removed and incubated with HRP-conjugated secondary for 1 hour at room temperature. Then, the developing solution was supplemented with each well and incubated for 15 minutes at room temperature. The phospho-PI3K absorbance of 450 nm was read on a spectrophotometer.
Western blot analysis
Western blot analysis was performed as described previously50. Equal amount of protein samples (50 μg) were resolved on SDS-PAGE and transferred to polyvinylidine difluoride (PVDF) membrane. The blots were blocked with PBST (PBS and 0.05% Tween 20) containing 5% nonfat dry milk for 1 hour at room temperature, and then probed with antibodies against cleaved-PARP, cleaved-caspase 9, cleaved-caspase 7, cytochrome c, Bax, Bcl-2, CHOP, XBP-1, phospho-eIF2α, pro-caspase 12, phospho-AKT, AKT, α-tubulin for 1 hour at 4 °C. After, membranes were washed with 0.1% PBST and incubated with secondary antibodies conjugated to horseradish peroxidase for 45 min. The antibody-reactive bands were revealed using enhanced chemiluminescence reagents (Amersham Biosciences, Sweden) and exposed to radiographic film (Kodak, Rochester, NY, USA).
Statistical analysis
The data are shown as the means ± standard deviation (S.D.). One-way ANOVA was used for the analysis of multiple groups. Duncan’s post hoc test was utilized to identify group differences. P values less than 0.05 were regarded as significant. The statistical package SPSS 11.0 for Windows (SPSS Inc., Chicago, IL, USA) was applied for all statistical analyses.
Supplementary information
Acknowledgements
This study was supported by research grants from the Ministry of Science and Technology (MOST108-2320-B-039-025-), Taichung Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Taiwan (TTCRD 107-11), and Changhua Christian Hospital, Changhua, Taiwan (104-CCH-IRP-061; 106-CCH-IRP-089; 108-CCH-IRP-040).
Author contributions
Y.-W.C. and C.-C.W. prepared and provided the testing samples, analyzed the research data. C.-C.S., K.-I.L., K.-M.F. and C.-T.W. collected and analyzed the research data and contributed to discussion. C.-C.S., K.-I.L., C.-T.W. and Y.-W.C. wrote the draft manuscript, and contributed to discussion. Y.-W.C. designed the experiments and wrote, reviewed, and edited the manuscript. Y.-W.C. are the guarantors of this work, and, as such, had full access to all the data in the study and take responsibility for the integrity of data and the accuracy of data analysis.
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.
These authors contributed equally: Kuan-I Lee, Chin-Chuan Su and Kai-Min Fang.
Supplementary information
is available for this paper at 10.1038/s41598-020-66644-z.
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