Abstract
The mechanism underlying the resistance of cancer cells to chemotherapeutic drug varies with different cancer cells. Recent evidence shows that lysosomal function is associated with drug resistance of cancer cells. Artesunate, a derivative of artemisinin, displays broad antitumor activity and direct cytotoxicity on various tumor cells. Our previous study shows that artesunate increases autophagosome accumulation, while significantly decreases autolysosome number in cancer cells, suggesting that artesunate might impair the lysosomal function. In this study, we investigated the effects of artesunate on lysosomal function and its relationship with chemotherapeutic drug resistance in cancer cells. We found that the lysosomal function was significantly enhanced in two drug-resistant (A549/TAX and A549/DDP) cells. Furthermore, we showed that the enhanced lysosomal function by overexpression of transcription factor EB (TFEB) significantly increased MCF-7 cells resistance to doxorubicin (DOX), whereas the decreased lysosomal function by TFEB-knockdown or lysosome inhibitor chloroquine increased MCF-7 cells sensitivity to DOX. Treatment of A549/TAX cells with artesunate (2.5–50 μM) dose-dependently inhibited lysosomal function and the clearance of dysfunctional mitochondria, and induced cell apoptosis. Moreover, we demonstrated that artesunate exerted more potent inhibition on the resistant (A549/TAX and MCF-7/ADR) cells with higher activity of lysosomal function. Our results suggest that artesunate or other inhibitors of lysosomal function would be potential in the treatment of cancer cells with drug resistance caused by the enhanced lysosomal function.
Keywords: artesunate, cisplatin-resistant human lung adenocarcinoma cells (A549/DDP), paclitaxel-resistant human lung adenocarcinoma cells (A549/TAX), doxorubicin-resistant human breast cancer cells (MCF-7/ADR), lysosome, TFEB
Introduction
A significant barrier to the success of chemotherapy is cancer cells with multidrug resistance, which may be associated with membrane p-glycoproteins, abnormal enzyme activity, anti-apoptosis-related gene expression, and enhanced DNA repair capacity [1, 2]. Some studies have reported that lysosomotropic agents can reverse multiple drug resistance in cells [3, 4]. However, the mechanism is not clear.
In recent decades, research on lysosomes has developed quickly. Lysosomes play important roles in protein secretion, endocytic receptor recycling, energy metabolism, and cell signaling [5, 6]. Lysosomes are acidic membrane-bound organelles found in nearly all animal and plant cells. vATPase can pump protons (H+ ions) into lysosomes and maintain lysosomes in a steady acidic environment [7]. The pH of lysosomes ranges from 4.5 to 5.0, which is optimal for hydrolysis enzymes, including peptide enzymes, tissue proteases, and phosphatases. Therefore, the lysosome is a critical hub for the turnover and recycling of cellular components, playing a key role in sensing intracellular nutrients in organelles [8–10]. Dysfunctional lysosomes may induce cell death. For example, manzamine A, a vATPase inhibitor, can inhibit the proliferation of pancreatic cancer cells [11]. In addition, it was reported that protonated drugs with hydrophobic weak bases could be suppressed in lysosomes, preventing drugs from reaching their targets to exert toxicity to cancer cells [12].
Artesunate, a semisynthetic derivative of artemisinin, is a more effective and soluble antimalaria drug than artemisinin, and it is on the essential medicine list of the World Health Organization. Some research has also demonstrated that artesunate has a broad antitumor activity and direct cytotoxicity on various tumor cells [13–15]. Since artesunate has a special peroxide bridge structure and is able to produce reactive oxygen species (ROS), the production of ROS, oxidative DNA damage and sustained DNA double-strand breaks have been reported as potential targets of artesunate in different kinds of tumor cells [16–18]. However, the specific antitumor mechanisms require further research. In our previous research, we found that artesunate increased the number of autophagosomes, while the autolysosome number was significantly decreased in the cells treated with artesunate. This suggests that artesunate might impair lysosomal function [19]. Therefore, in the present study, we tested the effect of artesunate on lysosomal function and assessed its relationship with cell death.
Materials and methods
Cell culture
A human breast cancer cell line (MCF-7), human cervical cancer cell line (HeLa), human colon cancer cell line (HCT116), human liver cancer cell line (HepG2), and human lung adenocarcinoma cell line (A549) were obtained from the Cell Bank of the Chinese Academy of Sciences (Shanghai, China). A549/TAX cells and A549/DDP cells were purchased from Shanghai Meixuan Biological Science and Technology Co., Ltd. All cells were cultured in Dulbecco’s modified Eagle’s medium (DMEM) (Gibco) containing 10% fetal bovine serum (FBS) (Gibco) with 100 U/mL penicillin and 100 μg/mL streptomycin. The A549/TAX cells were cultured with 0.2 μg/mL paclitaxel in medium, and the A549/DDP cells were cultured with 0.1 μg/mL cisplatin in medium. The cells were incubated at 37 °C in a humidified atmosphere of 5% CO2.
Drugs and reagents
Artesunate, trolox (TX), doxorubicin (DOX), and chloroquine (CQ) were purchased from Sigma (St. Louis, MO, USA). Paclitaxel was purchased from Bristol-Myers Squibb (Clinton, N.Y., USA), and cisplatin was purchased from Hanson (Jiangsu Province, China). A cell counting kit-8 (CCK-8) was purchased from Dojindo (Dojindo, Japan). A mitochondrial membrane potential assay kit (JC-1), cell mitochondria isolation kit, Hoechst, and dihydroethidium (DHE) were purchased from Beyotime (Shanghai, China). LysoTracker Red, DQ Green BSA, and LysoSensor Green were purchased from Invitrogen (Carlsbad, CA, USA).
CCK-8 assay
The viability of the cells was determined by CCK-8 assay. The cells (1 × 103) were seeded into 96-well plates and incubated at 37 °C. After 24 h, drugs were added to each well. After 72 h, 10 µL of CCK-8 assay solution (diluted with DMEM containing 10% FBS) was added to each well, and the plate was reincubated for 2 h at 37 °C. The absorbance value (A value) for each well was measured at 450 nm with a microplate reader. The inhibition rate of the cells was determined using the following formula: viability rate (%) = (A value of the experimental group/A value of the control) × 100%.
Western blot analysis
After being treated with drugs for 24 h, the cells were harvested and dissolved in lysis buffer on ice. Total proteins (~50 µg) from each sample were separated using 10%–15% SDS-PAGE and then transferred onto nitrocellulose filter membranes. After protein transfer, the membranes were blocked for 1 h with 5% nonfat milk at room temperature and then incubated overnight with primary antibodies at 4 °C. The next day, the membranes were washed in TBST (0.1% Tween-20 in TBS) three times (10 min each) and then incubated with secondary antibodies for 2 h. After being washed with TBST buffer, the blotted proteins were detected with an Odyssey infrared imaging system (LI-COR, USA). ImageJ software was used to analyze the results and calculate the expression of the protein.
The following antibodies were used: anti-PARP antibody (#9532, Cell Signaling Technology), anti-Caspase3 antibody (#9661, Cell Signaling Technology), anti-Cytochrome c antibody (#11940, Cell Signaling Technology), anti-Cathepsin B antibody (#C6243, Sigma), anti-Cathepsin D antibody (#SC-377299, Santa Cruz), anti-Cathepsin L antibody (#ab6314, Abcam), anti-P62 antibody (#P0067, Sigma), anti-LC3 antibody (#NB600-1384, Novus Biologicals), anti-TFEB antibody (#4240, Cell Signaling), anti-LAMP1 antibody (#SAB3500285, Sigma), anti-GAPDH antibody (#ab9484, Abcam), anti-COX IV antibody (#11967,Cell Signaling Technology), and anti-β-Actin antibody (#A5441, Sigma).
Gene knockdown and overexpression
Cells were transfected with siRNAs using the RNAiMAX transfection reagent. Single-stranded oligonucleotides (siRNAs) were synthesized by Shanghai GenePharma. The sequence for the siRNA against TFEB was as follows: human 5′-GAGACGAAGGTTCAACATCAA-3′. In addition, an irrelevant oligonucleotide was used as a negative control. The lentivirus-TFEB (LV-TFEB) was established by Shanghai GeneChem (Shanghai, China).
Evaluation of mitochondrial membrane potential
After being treated with a drug for 24 h, the cells were incubated at 37 °C for 20 min with JC-1 fluorescent probe (Beyotime Biotech, China). The supernatant was immediately removed, and the cells were washed twice with PBS and then visualized with a microscope.
Hoechst 33342 staining
After incubation for 24 h, the cells were treated with different concentrations of drugs for 24 h, and the unmodified cell medium was used as a negative control. According to the instructions of the Hoechst 33342 kit, the cells were incubated with Hoechst 33342 for 20 min. The supernatant was immediately removed, and the cells were washed twice with PBS and then visualized with a microscope.
Live cell imaging and quantification of lysosomes
The lysosomal pH was estimated using LysoTracker Red. Cells were grown on glass coverslips in 24-well plates that had been pretreated with 0.01 mol/L poly-D-lysine (PDL). After culturing in medium containing drugs for 24 h, cells at 70%–80% confluence were incubated with 10 μg/mL LysoTracker Red in complete media for 20 min at 37 °C. The cells were washed twice with cold PBS, and the coverslips with cells were mounted with a slide and visualized with a microscope within 10 min.
LysoSensor Green
Cells were grown on glass coverslips in 24-well plates pretreated with 0.01 mol/L PDL. After culturing in medium containing drugs for 24 h, cells at 70%–80% confluence were incubated with 10 μg/mL LysoSensor Green in complete media for 1 h at 37 °C. The cells were washed twice with cold PBS, and the coverslips with cells were mounted onto slides and then visualized with a microscope within 10 min.
DQ Green BSA
Cells were grown on glass coverslips in 24-well plates that were pretreated with 0.01 mol/L PDL. After culturing in medium containing drugs for 24 h, cells at 70%–80% confluence were incubated with 10 μg/mL DQ Green BSA in complete media at 37 °C for 6 h. The cells were washed twice with cold PBS, and the coverslips with cells were mounted onto slides and then visualized with a microscope within 10 min.
Immunofluorescence
Cells were grown on glass coverslips in 24-well plates that were pretreated with 0.01 mol/L PDL. After cultured in medium containing drugs for 24 h, the cells were washed twice with cold PBS and fixed with cold 4% paraformaldehyde for 15 min. Then, the cells were permeabilized with 0.1% Triton X‐100 and blocked with 5% FBS for 1 h. The cells were incubated with the primary antibodies overnight and subsequently with the fluorescent secondary antibodies for 1 h followed by DAPI for 10 min. The cells were then washed in PBS, and the coverslips with cells were mounted onto slides and then visualized with a microscope.
Statistical analyses
Data were presented as the means ± SD and were analyzed using Prism software. All statistical calculations were performed using GraphPad Prism software (version 5; GraphPad Software, Inc., La Jolla, CA, USA). Statistical significance was considered when P < 0.05.
Results
The activity of lysosomal cathepsins is enhanced in paclitaxel-resistant cancer cells
To explore the mechanisms of chemotherapeutic drug resistance in cancer cells, we selected three different drug-resistant cell lines: cisplatin-resistant human lung adenocarcinoma cells (A549/DDP), paclitaxel-resistant human lung adenocarcinoma cells (A549/TAX) and DOX-resistant human breast cancer cells (MCF-7/ADR). We tested the drug resistance of these three cell lines. After we generated an initial full-range dose-effect curve, we focused our concentration on a narrow data range to obtain a fine-tuned dose-effect relationship (Fig. 1a). We aimed to characterize the pathways that are important to drug tolerance. Therefore, we examined the lysosomal activity in the paclitaxel-resistant cells. DQ Green BSA is a fluorogenic substrate of protease, it brightly fluoresces when the protease reaches an acidic environment, therefore, it was used to test lysosomal activity [20]. Interestingly, DQ Green BSA fluorescence staining showed that the lysosomal activity in the A549/TAX cells was significantly higher than that in the control cells (Fig. 1b). Cathepsin L and D are two important hydrolases in lysosomes, and their mature (cleaved) form can indicate lysosome function. We determined the activity levels of lysosomal hydrolases and found that the A549/TAX cells exhibited enhanced mature cathepsin L and D activity (Fig. 1c). Similarly, the levels of mature cathepsin L were also increased in the A549/DDP cells (Fig. 1d). In contrast, no significant change in mature cathepsin L level was observed in the MCF-7/ADR cells compared with that in the MCF-7 control cells (Fig. 1e). These data suggest that A549/TAX cells have enhanced levels of lysosome activity, which could contribute to the paclitaxel resistance of the cells.
The transcription factor EB (TFEB) promotes tolerance of cells after drug treatment
TFEB is a prominent regulator of lysosome biogenesis, improving the function of autophagy/lysosomes by regulating the expression of autophagy- and lysosomal-related genes. MCF-7 cells did not exhibit significant tolerance to DOX drug treatment (Fig. 1a), and we asked whether TFEB overexpression can confer enhanced tolerance to DOX treatment on the cells. We established stable TFEB-expressing MCF-7 cells by lentivirus-TFEB (LV-TFEB) infection. TFEB expression was confirmed by immunofluorescence and Western blot assays (Fig. 2a, b). Interestingly, the overexpression of TFEB protein increased both the levels of proenzyme and the mature cathepsin L and those of pro-cathepsin D and mature cathepsin D (Fig. 2c, d). Critically, upon DOX treatment, the LV-TFEB-MCF-7 cells exhibited higher viability than the cells in the control group (Fig. 2e). In contrast, knocking down TFEB significantly decreased the levels of cathepsins (Fig. 2f, g), and upon DOX treatment, the TFEB knockdown led to decreased cell survival compared with that in the control group (Fig. 2h). These data suggest that the drug tolerance of cancer cells is attributable to lysosomal activation.
Artesunate inhibits the function of lysosomes
Artesunate, as a potential chemotherapeutic drug, has been shown to induce cancer cell death [21, 22]. We confirmed that artesunate inhibited the proliferation of MCF-7 cells (Fig. S1a), HeLa cells (Fig. S1b), HCT116 cells (Fig. S1c), HepG2 cells (Fig. S1d), and A549 cells (Fig. S1e) in a dose-dependent manner. The levels of cleaved PARP were also increased in these cells after artesunate treatment (Fig. S2a), although the levels of RIP1 and RIP3, which are implicated in necroptosis, did not undergo a significant change (Fig. S2b). Consistently, artesunate treatment caused chromatin condensation in MCF-7 cells (Fig. S2c). Previously, we had shown that artesunate impairs autolysosomal function [19]. Therefore, we sought to determine whether artesunate had a direct effect of causing lysosomal dysfunction that is implicated in cell death.
Artesunate treatment significantly decreased the levels of mature cathepsin L and mature cathepsin D in a dose-dependent manner, and it also decreased the levels of mature cathepsin L and mature cathepsin D that had been elevated by DOX (Fig. 3a, b). LysoTracker staining has been widely used to mark lysosomes on the basis of the acidic pH of lysosomes [23]. Artesunate significantly reduced the fluorescence intensity of the LysoTracker stain in the MCF-7 cells (Fig. 3c). The autophagosome fuses with the lysosome to form the autolysosome. The acidic pH and hydrolases of the lysosome lead to the degradation of the internal membranes of autophagosomes and their contents [24]. Therefore, lysosomal dysfunction causes autophagosome accumulation. Transmission electron microscopy, performed after the experiments were completed, indicated that treatment with artesunate for 24 h induced autophagosome accumulation but decreased the formation of autolysosomes in the MCF-7 cells (Fig. 3d). These data support that artesunate impairs lysosomal function, suggesting a potential role of artesunate in killing drug-tolerant cancer cells. The Western blot results also showed that artesunate obviously increased the expression level of P62, and bafilomycin, an autophagy inhibitor, increased the levels of both LC3 and P62. These data suggest that artesunate blocks autophagic flux (Fig. 3e).
Artesunate inhibits lysosomal function and induces cytotoxicity in A549/TAX cells
We also sought to determine whether artesunate impairs lysosomal function in paclitaxel-resistant cells. Using electron microscopy, we observed significant morphological changes in the A549/TAX cells after 24 h of artesunate treatment, including fewer lysosomes and accumulated dysfunctional mitochondria in the cells (Fig. 4a). In addition, the expression level of LAMP1 decreased while that of P62 increased after artesunate treatment (Fig. 4b). Similarly, the LysoTracker staining results showed that artesunate significantly decreased the fluorescence intensity of the lysosomes in the A549/TAX cells (Fig. 4c). DQ Green BSA fluorescence staining showed that the fluorescence intensity of the A549/TAX cells was decreased with artesunate treatment (Fig. 4d). Moreover, the protein levels of the lysosomal cathepsins, including mature cathepsin L (Fig. 4e), mature cathepsin B (Fig. 4f) and mature cathepsin D (Fig. 4g), were reduced after artesunate treatment. These results showed that artesunate inhibited lysosomal function in the A549/TAX cells and caused the aggregation of dysfunctional mitochondria that could not be cleared by lysosomes.
Then, we compared the effect of artesunate on MCF-7 cells, MCF-7/ADR cells, A549 cells, A549/DDP cells, and A549/TAX cells (Fig. 4h, see also Fig. S1a and S1e). The data showed that artesunate killed the A549/TAX cells with greater efficiency than it killed the A549 cells or A549/DDP cells (Fig. S1e and Fig. 4h). In addition, we found that the lysosomal cathepsin activity in A549/TAX cells was significantly enhanced compared with that in the control cells (see Fig. 1b–c). On the other hand, artesunate had similar effects on the proliferation of the MCF-7 cells and MCF-7/ADR cells (Fig. S1a and Fig. 4h), and this was consistent with the levels of lysosomal activity in the two cell types (see Fig. 1e). These findings suggest that artesunate exerts a greater cytotoxic effect on cancer cells with higher lysosomal enzyme activity.
Inhibition of lysosomal function enhances the cytotoxicity of artesunate in A549/TAX cells
CQ is an approved antimalarial drug that blocks lysosomal activity, leading to cell death [25]. Our results showed that CQ inhibited the proliferation of A549/TAX cells (Fig. 5a) and the activity of lysosomal enzymes (Fig. 5b). Interestingly, CQ sensitized the cells to artesunate treatment. Upon treatment with CQ, artesunate effectively killed the cells at lower doses than it did without CQ pretreatment (Fig. 5c). In addition, Western blot analysis results showed that CQ enhanced the artesunate-induced inhibition of lysosomal protein expression levels (Fig. 5d).
In addition, knocking down TFEB decreased the levels of cathepsin L in the A549/TAX cells (Fig. 5e) and sensitized these cells to artesunate treatment (Fig. 5f). Collectively, these results suggest that lysosomal inhibition was critical for the death of the A549/TAX cells induced by artesunate/CQ treatment, and the inhibition of lysosomal function by CQ potentiated the cytotoxic effect of artesunate to kill the A549/TAX cells.
ROS production contributes to lysosomal inhibition and the cytotoxicity of artesunate in A549/TAX cells
Artemisinin contains an endoperoxide moiety that reacts with iron to produce toxic ROS, and the accumulation of ROS can lead to the initiation of cell death. Therefore, we reasoned that the toxic effect of artesunate on tumor cells may be attributed to ROS production. We measured the levels of ROS with DHE, an oxidation-sensitive fluorescent dye, in the A549/TAX cells. Indeed, the levels of ROS were significantly increased after artesunate treatment in a dose-dependent manner, and the effect was partially reversed by the addition of N-acetyl-L-cysteine (NAC), a common ROS scavenger (Fig. 6a). The fluorescence intensity of LysoSensor in the A549/TAX cells was decreased upon artesunate treatment, and the addition of NAC partially restored the LysoSensor fluorescence signal intensity (Fig. 6b). To determine the role of ROS in lysosomal function, cells were cotreated with TX, a water-soluble vitamin E analog and potent scavenger of the hydroxyl radical. Our data showed that TX reversed the inhibition of lysosomal enzymes (mature cathepsin L) that had been induced by artesunate (Fig. 6c) and weakened artesunate-induced cell death (Fig. 6d).
Discussion
With an increase in the research on autophagy, lysosomal function, in the last step of the autophagy process, has become a new research topic. The lysosome is not only a waste disposal system that maintains the cell internal environment but also an important component of signal transduction pathways [6]. Recently, increasing evidence has shown that lysosomes participate in cancer cell death and drug resistance [26–28]. The activity and expression levels of cathepsin B, cathepsin D, and cathepsin L increase in various tumor cells, such as those of breast cancer, ovarian cancer, cervical cancer, colon cancer, and lung cancer [29–31]. The secretion of enzymatically inactive pro-cathepsin D enhances lung cancer cell growth [31]. Proteolytic interactions affect cancer cell signaling and play roles in tumor invasion and metastasis [32, 33]. Cathepsin L is involved in ionizing radiation-induced epithelial–mesenchymal transition and in increased glioma invasion and migration by translocating to the nucleus and activating the Smad pathway [34]. A few studies have also shown that the release of lysosomal enzymes may promote cell apoptosis [28, 35–38]. Furthermore, a massive release of cathepsins from lysosomes is related to tumor invasion and metastasis [39]. Thus, cathepsins play major roles in the proliferation and death of cancer cells. The distribution and different forms of cathepsins affect their functions, and the relationship between the function of cathepsins and cell survival deserves further study. In this research, we focused on the proteolytic effect of cathepsins in lysosomes, which represents lysosomal function. We found that artesunate decreased the level of maturation cathepsins.
A recent study showed that lysosomal function is associated with drug resistance. Fluorouracil efficiency in the treatment of colorectal cancer was limited by drug resistance. ABHD5, also known as alpha–beta hydrolase domain-containing 5 (CGI-58), is located on the lysosome. Ou et al. found that ABHD5 enhanced lysosomal function and increased uracil yield from lysosomes; therefore, the uptake of fluorouracil as an exogenous uracil decreased, which enhanced cell resistance to fluorouracil. In addition, ABHD5 deficiency impaired the uracil yield and therefore increased the uptake of fluorouracil, which augmented cell sensitivity to fluorouracil [40].
In our research, we also found that enhanced lysosomal function was associated with drug resistance. We found that two drug-resistant A549 cell lines had enhanced lysosomal function compared with that in normal A549 cells. We also found that TFEB overexpression promoted cell resistance to chemotherapeutic treatment and that TFEB knockdown increased cell sensitivity to the treatment. Upregulated Cathepsin L also induced epithelial–mesenchymal transformation, which caused drug resistance in cancer cells [41]. Therefore, drugs that inhibit the function of lysosomes or cathepsins are likely to inhibit the emergence of drug resistance in tumor cells. In addition, we found that artesunate significantly increased the pH of lysosomes and reduced the levels of proenzyme and mature cathepsins. In particular, artesunate was more lethal to cancer cells that had relatively high lysosomal enzyme activity. Our findings reveal, for the first time, a novel role for artesunate in inhibiting lysosomal function, highlighting the significance of artesunate in chemotherapy.
However, we also acknowledge conflicting data from Yang’s work. Yang reported that artesunate-induced cell death in human cancer cells by enhancing lysosomal function [42]. Artesunate reported in the Yang article was coupled with a fluorescent group, which may have affected the results. The molecular weight of the fluorescent group was >300 Da, which is larger than artesunate itself. The autophagy/lysosomal pathway is greatly affected by different physiological or pathological conditions. In addition, it is possible that the types of cells we used were different than those used by Yang; thus, the autophagy/lysosomal activity and other physiological characteristics may have been different. HeLa cells and HepG2 cells were used in Yang’s study, whereas A549 cells and MCF-7 cells were used in our research.
Mitochondria are important sources of ROS in cells. As the terminal electron acceptor in the respiratory chain [43], oxygen is involved in the oxidative phosphorylation of ATP, which is of great significance. In a biological context, ROS are formed as a natural byproduct of the normal metabolism of oxygen and have important roles in cell signaling and homeostasis. However, excessive levels of ROS can damage the mitochondria. When ROS levels increase to a threshold level, they will activate the nonspecific mitochondrial permeability transition pore to open, thereby reducing the mitochondrial membrane potential (MMP) and inducing the release of cytochrome c into the cytoplasm, ultimately triggering apoptosis [44]. It was also found in our study that, after artesunate treatment, there was a significant increase in mitochondrial vacuolation and a decrease in MMP in the tumor cells, as well as the level of cleaved PARP. The dysfunction induced in lysosomes by artesunate also decreased their ability to scavenge abnormal mitochondria, increasing the cell death rate.
This study aimed to explore the effect of artesunate on lysosomal function in drug-resistant cells and its relationship with cell death. The inhibition of lysosomal function may be one of the mechanisms by which cytotoxicity is generated by chemotherapy drugs, which is especially important for drug-resistant cells with high lysosomal activity. This study provides the theoretical foundation and experimental evidence for improving the efficacy of chemotherapy in malignant tumors.
Supplementary information
Acknowledgements
This work was supported by grants from the Natural Science Foundation of Jiangsu Province (No. BK20151233), the Scientific and Technological Innovation Team Building Program of Suzhou Vocational Health College (SZWZYTD201801), the Youth Project of Health and Family Planning Bureau of Suzhou New District (No. 2017Q005), Suzhou industrial technology innovation (No. SYSD2016062), the Priority Academic Program Development of the Jiangsu Higher Education Institutes (PAPD).
Author contributions
ZL completed most of the research work; YTZ and MX performed some research work and wrote the paper. JLQ provided suggestions for the research. SQL and FL designed the research work and revised the paper.
Competing interests
The authors declare no competing interests.
Footnotes
These authors contributed equally: Zhe Li, Yu-ting Zhu, Min Xiang
Contributor Information
Shou-qing Luo, Email: shouqing.luo@plymouth.ac.uk.
Fang Lin, Email: bluestonelin@hotmail.com.
Supplementary information
The online version of this article (10.1038/s41401-020-0445-z) contains supplementary material, which is available to authorized users.
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