Extract Derived From Black Rice Functions as a Photothermal Agent for Suppressing Tumor Growth and Metastasis

Introduction

Despite great efforts that have been devoted to fight against cancer, it still poses a major threat to human health (Siegel et al., 2019). The current available strategies of cancer treatment include surgical therapy, chemotherapy (Yang et al., 2019), radiation therapy (RT) (Peng et al., 2020), photothermal therapy (PTT) (Jia et al., 2019), photodynamic therapy (PDT) (Wu et al., 2020), and immunotherapy (Feng et al., 2020). Among these cancer therapeutics, PTT has been developed vigorously in recent years which could convert the absorbed light energy into heat (Chen Y. et al., 2019). The advantage of PTT is that near infrared (NIR) could irradiate the subcutaneous and local tumor directly, so the constant high temperature could kill tumor cells precisely and ablate solid tumors(Chen D. et al., 2019). The black phosphorus (Chen et al., 2017), CuS–MnS₂ nanomaterials (Chen W. et al., 2019), Au nanoparticle (Depciuch et al., 2020), and other metallic materials (Yuan et al., 2020) have been used as photothermal agent in cancer treatment. However, the metallic materials have certain drawbacks such as serious toxicity, expensive reagents, and complicated preparation procedure (Li et al., 2018), which have limited their further applications (Deng et al., 2019). Therefore, it is crucial to develop novel photothermal biomaterials with lower cost and better biocompatibility.

Compared with chemically synthetic biomaterials, natural biomaterials with excellent biocompatibility, and biodegradability are preferred in recent clinical trials. Currently, many biomaterials have been studied in photothermal ablation of tumors. For instance, natural sodium humate, biodegraded from the humic acid, had been applied as an excellent photothermal agents to induce tumor cell death (Miao et al., 2018). In addition, nanoparticles extracted from cuttlefish ink have been used to inhibit tumor growth by synergizing immunotherapy and PTT, showing excellent ability in the repolarization of tumor-associated macrophages and enhanced recruitment of cytotoxic T lymphocytes as well as photothermal killing effect (Deng et al., 2019). Inspired by studies to develop natural biomaterials, we are interested in developing cheaper and more accessible food-sourced PTT agents.

Black rice, mostly planted in the East Asia, is deemed a traditional and natural food (Samyor et al., 2017). It is widely used due to the low cost, easy accessible, and high nutritious value (Park et al., 2017), outstanding physicochemical characteristics and antioxidant potential (Pang et al., 2018). In addition, black rice is rich in water-soluble bioactive compounds such as phenolic acids, tocopherols, polyphenols, B vitamins, and anthocyanins (Wu et al., 2019) with excellent antioxidant, anti-obesity, and anti-diabetic capacity. These characteristics enabled black rice valuable for health and widely used as a food additive in the food processing industry (Aprodu et al., 2019). Anthocyanin, one of the major components of black rice, could significantly inhibit the proliferation, migration, and metastasis of breast cancer cells through targeting the RAS/RAF/MAPK pathway in vitro (Chen X.Y. et al., 2015). Moreover, black rice could enhance the immune response through inducing the proliferation and differentiation of immune cells in vivo (Fan et al., 2017). However, it remains unclear whether the black rice could be applied as a photothermal agent for tumor treatment.

The epithelial-mesenchymal transition (EMT) is curial for the metastatic behaviors of tumor cells (Hennessy et al., 2009). EMT involves a series of genetic and phenotypic changes, which contribute to the transformation of early epithelial cells into invasive malignant cancer cells (Lamouille et al., 2014). The process of EMT can be activated by genetic changes or other responses to external environment (Georgakopoulos-Soares et al., 2020). EMT also could promote early cancer cell to transdifferentiate into mesenchymal-like cells such as carcinoma cells and cancer stem cells, thus the cancer cell could acquire migration and invasion ability and detach from epithelial cell mass. During EMT process, the epithelial cells could lead to cell depolarization, reduced or even lost of cell–cell contacts and changing into a fibroblast-like morphology (Xu et al., 2018).

Developing therapeutic strategies with high efficiency as well as low toxicity and cost to drastically eliminate tumors is the ultimate goal in the cancer treatment. In this study, we have studied BRE as a photothermal agent for its high photothermal conversion efficiency up to 54.13%. This natural food could efficiently inhibit tumor growth and metastasis via EMT pathway with low toxicity. Prospectively, BRE might be a promising photothermal agent for tumor therapy.

Materials and Methods

Materials

BRE (containing 25% anthocyanin) was purchased from TIANXINGJIAN biochemical technology company (Xi An, China). Crystal violet was obtained from Beyotime biotechnology company (Shanghai, China). Fetal bovine serum (FBS), Phosphate buffer solution (PBS), Pyridine and dimethyl sulfoxide (DMSO), and Dulbecco’s modified eagle medium (DMEM) were provided by Gibco-BRL (Grand Island, New York, United States). LIVE/DEAD^TM Cell Imaging Kit was bought from Thermo Fisher Scientific (Waltham, MA, United States). Snail, vimentin, N-Cadherin, β-Actin antibody, radioimmunoprecipitation assay buffer (RIPA), and protease/phosphatase inhibitor cocktail (100×) were obtained from CST (Boston, MA, United States). 4% paraformaldehyde was obtained from Fude biotechnology company (Hangzhou, China). Matrigel was bought from Corning (Kangning, New York, United States).

BRE Solutions Preparation

The concentration of the BRE solution was set as 20 mg/mL and stored in 4°C for further use.

Cell Culture

Murine breast cancer cell 4T1 cell line (4T1 cells) was obtained from ATCC and cultured with DMEM containing 10% FBS and 1% penicillin-streptomycin solution (100×) at 37°C with 5% CO₂ humidified atmosphere.

The Detection of UV-vis-NIR Absorption Spectra

To explore the absorption spectra of BRE in the near infrared region (700–900 nm), 3 mL BRE solutions with concentrations of 1, 2, 5, 10, 15, and 20 mg/mL were determined using the UV-2600 spectrophotometer (Shimadzu Co., Japan).

Evaluation of Photothermal Effect and Photostability

To measure the photothermal effect of BRE, a series concentration of 1, 2, 5, 10, 15, and 20 mg/mL BRE were irradiated (808 nm, 1 W/cm²) for 10 min, and the temperature change was recorded by an infrared thermal imaging camera (Shanghai Xilong Optoelectronics Technology Co. Ltd., China). Besides, the 10 mg/mL concentration of BRE was irradiated and recorded at different power density (0.5, 0.75, 1, and 2 W/cm²) for 10 min, respectively. To further study the photostability, the real-time temperature change of BRE by irradiating 10 mg/mL solution with an 808 nm laser (1 W/cm²) for 10 min (laser on) and then cooling to room temperature without irradiation for 10 min (laser off) were recorded. Such heating/cooling processes were repeated four times and used in the calculation of photothermal conversion efficiency. And the details of calculation were given in previous work (Hou et al., 2018).

Live/Dead Staining Assay

4T1 cells were seeded on 96-well plates at a density of 5 × 10³ cells/well and incubated with DMEM complete growth medium for 24 h. Then, the cells were treated with different concentrations (0, 2, 5, and 10 mg/mL) of BRE for 24 h. After that, the cells were irradiated with an 808 nm laser (1 W/cm²) for 5 min and stained using the Live/Dead^TM Cell Imaging Kit for 30 min. Then, the cells were washed twice with PBS and the living cells or dead cells were observed and photographed using a fluorescent microscope (Nikon ECLIPSE Ti-U, Japan).

Inhibition of Cloning Ability

4T1 cells were seeded on 6-well plates at a density of 2000 cells/well and incubated with DMEM medium for 24 h. Then, the cells were treated with different concentrations (0, 0.5, and 1 mg/mL) of BRE and were irradiated for 10 min (808 nm, 1 W/cm²), and were incubated for another 12 h and 24 h respectively. At fixed time points, the cells were washed twice with PBS and cultured with fresh DMEM medium for another 7 days. Then the cells were washed twice with PBS and fixed with 4% paraformaldehyde for 20 min. After that, the cells were washed twice with PBS and stained with 1% crystal violet dissolved in PBS for 30 min. The colony numbers were counted, and photographs were taken using a microscope (Nikon ECLIPSE Ti-U, Japan).

In vivo Anti-tumor Effect

Four-week old female BALB/c mice were purchased from animal laboratory center of Guangdong Province and housed in SPF laboratory animal room. And all animal experiments were approved by Institutional Animal Care and Use Committee (IACUC). The mice were divided into four groups including control group, PBS + NIR, BRE and BRE + NIR group (n = 6). 1 × 10⁶ 4T1 cells resuspended in 100 μL PBS were subcutaneously injected into the flanks of mice. When tumor size reached 100 mm³, 50 μL of BRE solution (20 mg/mL) or PBS were intratumorally injected into the tumor region of the mice. The control group received no treatment and the BRE group was only intratumorally injected BRE solution. The mice of PBS + NIR treatment groups and BRE + NIR group were irradiated for 10 min (808 nm, 1 W/cm²). During irradiation, temperature change and thermal images of these mice were monitored by an infrared thermal imaging camera. After that, the relative tumor volume and body weight were recorded every two days. The survival rate was calculated when all mice were dead or the mice of control, PBS + NIR and BRE group were dead while the mice of BRE + NIR group remained alive 40 days after treatment. To examine the pathological changes of the tumor, one tumor-bearing mouse from each group was sacrificed one day after treatment, and the tumors were dissected and stained with H and E.

Inhibition of Migration Ability

4T1 cells were suspended in serum-free DMEM medium at a density of 5 × 10⁵ cells (200 μL) and seeded in the upper chamber of the transwell. The lower cell chamber was added with 500 μL DMEM complete growth medium. Then, the cells were treated with different concentrations (0, 0.5, and 1 mg/mL) of BRE and were irradiated for 10 min (808 nm, 1 W/cm²). After being cultured for another 24 h, the upper cells were cleaned with cotton swab and transwells were washed twice with PBS and fixed with 4% paraformaldehyde for 20 min. And the cells were washed twice with PBS and stained with 1% crystal violet dissolved in PBS for 30 min. The membranes were obtained and fixed with neutral gum on the slides overnight. Then the slides were photographed using a microscope (Nikon ECLIPSE Ti-U, Japan).

Inhibition of Invasion Ability

Matrigel (50 μL) was added into the upper chamber of the transwell insert and incubated at 37°C for 2 h. Then 4T1 cells were seeded on the transwell upper chamber at a density of 5 × 10⁵ cells/well (200 μL) and incubated with serum-free DMEM medium. The lower chambers were 24-well plates added with 500 μL DMEM complete growth medium. Later, the cells were treated with different concentrations (0, 0.5, and 1 mg/mL) of BRE and irradiated for 10 min (808 nm, 1 W/cm²). After 72 h incubation, the upper chambers were cleaned with cotton swab and the transwells were washed twice with PBS and fixed with 4% paraformaldehyde for 20 min. Then the cells were washed twice with PBS and stained with 1% crystal violet dissolved in PBS for 30 min. The membranes were obtained and fixed with neutral gum on the slides overnight. Pictures of the slides were taken using a microscope (Nikon ECLIPSE Ti-U, Japan).

Western Blotting

Western blotting was used to determine the expression level of EMT related proteins. In brief, 4T1 cells were cultured in 6-well culture plates (3 × 10⁵ cells/well) overnight. The cells were treated with different concentrations (0, 0.5, and 1 mg/mL) of BRE and were irradiated for 10 min (808 nm, 1 W/cm²), the cells were incubated for another 24 h. Afterward, the cells were collected and whole-cell extracts were prepared with a RIPA buffer containing 1% protease/phosphatase inhibitor cocktail (100×), and separated by 10–12% sodium dodecyl sulfate polyacrylamide gel electrophoresis SDS-PAGE, and transferred to nitrocellulose membranes (Millipore). Antibodies including snail (3879s, CST), vimentin (5741s, CST), N-Cadherin (13116s, CST), β-actin (4967s, CST) were used in this study.

Evaluation of in vivo Lung Metastasis Inhibition

Four-week old female BALB/c mice were divided into two groups including control group and BRE + NIR group. 1 × 10⁶ 4T1 cells resuspended in 100 μL PBS were subcutaneously injected into the flanks of mice. When the tumor size was reached 100 mm³, 50 μL of BRE solution (20 mg/mL) or PBS were intratumorally injected into the tumor region of the mice. The mice of control groups and BRE + NIR group were irradiated for 10 min (808 nm, 1 W/cm²). 30 days later, all mice were sacrificed and lungs were obtained and photographed alone. The numbers of lung metastasis were further counted, and lung slides were stained with H and E.

Evaluation of in vivo Animal Toxicity

Four-week old female BALB/c mice were divided into two groups including control group and BRE treatment group. The mice of BRE treatment group were intravenously injected with 100 μL BRE solution (20 mg/mL) while the control group received 100 μL PBS solution in the same method. After that, the mice were housed for 30 days until they were sacrificed for toxicity assay. 150 μL whole blood were collected in tubes with spray-coated K₂EDTA for future blood routine assessment including WBC, RBC, HGB, HCT, MCV, MCH, MCHC, and PLT assay. 500 μL whole blood were collected in normal EP tubes for future assessment of hepatic and renal toxicity. Blood samples for biochemical test were temporarily stored in -20°C for 2 h, and were incubated in 37°C for 1 h before centrifuged for 10 min (3000 rpm). After that the serum was collected for AST, ALT, BUN, and SCR assay. Major organs (including heart, liver, spleen, lung, and kidney) of all mice were collected after sacrifice. All major organs for histological analyses were fixed in 10% neutral buffered formalin, processed, and embedded in paraffin, cut into 4-μm-thick sections, and subsequently stained with H and E. H and E staining analysis were used to assess the in vivo toxicity.

Statistical Analysis

Quantitative data were expressed as mean ± standard deviation (SD). The statistical differences were assessed using One-way ANOVA analysis. All tests were analyzed using statistical software (SPSS version 20.0). P-values of < 0.05 were considered to be statistically significant.

Results and Discussion

Characterization of BRE

Exacted from black rice containing 25% anthocyanin, was derived by serial dilution of BRE powder purchased from TIANXINGJIAN Biochemical Technology Company with PBS (pH = 7.4). First, the vis-NIR absorbance spectrum (700–900 nm) of BRE solutions was assessed. The absorbance of BRE solutions was smoothly decreased from 700 nm to 900 nm, and the relation with different concentrations was close to linear with the R² up to 0.97 at 808 nm laser (Figures 1A,B), indicating that BRE solutions had a strong absorbance in NIR wavelength. When irradiated for 10 min at 808 nm (1 W/cm²), the temperature of BRE solution was increased faster and higher with the increasing concentrations of BRE solutions. As a negative control, the same irradiation had little impact on PBS solution. The ΔT of the BRE solution at the concentration of 20 mg/mL was about 35.2°C, indicating the photothermal capability that matches many photothermal materials such as Pd@Au/Ce6/PAH/H-MnO₂ (Figure 1C; Liu et al., 2020). In addition, we further showed that the photothermal performance of BRE was dependent on the irradiation power density (Figure 1D). The ΔT of the BRE solutions irradiated with the power density at 2 W/cm² was about 41.3°C. As shown in Figure 1E, the temperature of BRE solutions (10 mg/mL) was increased sharply when the laser was on for 10 min (1 W/cm²) and decreased when the laser was off. The temperature change was highly reproducible similarly to many photothermal materials such as FA-CuS/DTX@PEI-PpIX-CpG nanocomposites (Chen L. et al., 2019), suggesting the superb photothermal stability of BRE solutions.

FIGURE 1

Figure 1. Characterization of BRE. (A) The vis-NIR absorbance spectrum (700–900 nm) of BRE with different concentrations. (B) The fitting curve of the absorbance of BRE at 808 nm with different concentrations (R² = 0.97). (C) Photothermal images and corresponding temperature elevation of BRE with different concentrations under an 808 nm laser irradiation (10 min, 1 W/cm²). (D) Temperature elevation of BRE (10 mg/mL) with different power densities under an 808 nm laser irradiation. (E) Heating/cooling curves of BRE (10 mg/mL, 1 W/cm²) for four repeated irradiation cycles. (F) The fitting linear curve of time data versus -lnθ acquired from the cooling period, and the time constant (τ_s) for heat transfer was calculated to be 182.9 s.

Based on the above data, the photothermal conversion efficiency (η) of BRE solutions was calculated according to the previously reported method (Hou et al., 2018). The fitting linear curve of time data versus -lnθ was acquired from the cooling period, and the time constant (τ_s) for heat transfer was calculated to be 182.9 s. The η value of BRE solution was determined to be 54.13% (Figure 1F), which was obviously superior to commercial gold nanorods (21%) (Hessel et al., 2011). In summary, these results indicated that the BRE solution is a promising candidate for PTT.

Evaluation of in vitro Anti-tumor Effect

To investigate the photothermal tumor cell killing ability of BRE in vitro, Live/Dead staining assay was conducted. While the cells were alive in the BRE group, there was massive cell death in the culture after the treatment with NIR (Figure 2A). In further support of the photothermal killing ability of BRE, the colony formation ability of tumor cells after BRE + NIR treatment was assessed. The cloning formation efficiency of tumor cells at 12 and 24 h after BRE (1 mg/mL) + NIR treatment was significantly reduced (Figures 2B,C). Therefore, the combinational treatment of tumor cells with BRE and NIR have apparent anti-tumor activity in vitro.

FIGURE 2

Figure 2. The evaluation of in vitro anti-tumor effect. (A) The Live/Dead fluorescence images of 4T1 cells treated with BRE at different concentrations for 24 h and placed under an 808 nm laser irradiation (1 W/cm²) for 5 min. (B) Photograph of 4T1 clone forming, quantification of 4T1 cloning efficiency with the BRE and NIR treatment in 12 h. (C) Photograph of 4T1 clone forming, quantification of 4T1 cloning efficiency with the BRE and NIR treatment in 24 h. *P < 0.05, **P < 0.01, ***P < 0.001 compared with the control.

Evaluation of in vivo Anti-tumor Effect of BRE

To evaluate the in vivo anti-tumor effect, BALB/c mice harboring syngeneic 4T1 tumors were divided into four groups including control, PBS + NIR, BRE, and BRE + NIR group (n = 6). During BRE + NIR treatment, the local temperature of 4T1 tumors was increased to 55.4°C, much higher than that of PBS + NIR group (29.1°C), enough to kill tumor cells and ablate subcutaneous tumors in vivo (Figures 3A,B). In addition, the size of the tumors after BRE + NIR treatment was smaller than that after other three treatments, suggesting that the combinational BRE and NIR treatment could effectively suppress tumors in vivo (Figure 3C). The survival rate of tumor-bearing mice after BRE + NIR treatment was much higher than that of other three treatments (Figure 3D). The body weight of tumor-bearing mice after various treatments showed no apparent difference, suggesting that BRE + NIR treatment confers a low toxicity (Figure 3E). Histological analysis of the tumors showed that the tumors after BRE + NIR treatment exhibited extensive necrosis, indicating efficient tumor ablation (Figure 3F). These results indicated that the combinational BRE and NIR treatment could efficiently cause local hyperthermia of tumor tissues, and thus presenting a promising treatment for solid tumors with superb killing efficiency.

FIGURE 3

Figure 3. The evaluation of in vivo anti-tumor effect. (A) Photothermal images and (B) temperature curves of BALB/c mice bearing 4T1 tumors irradiated with 808 nm for 10 min (1 W/cm²). (C) The relative tumor volume of different treatment groups. (D) The survival rate of different treatment groups. (E) The body weight of different treatment groups. (F) The tumor HE staining of different treatment groups. Data are presented as mean ± SD. ***P < 0.001.

Mechanisms of in vitro and in vivo Suppression of Lung Metastasis

Preventing tumor recurrence or inhibiting tumor metastases is as important as the ablation of original tumors (Jin et al., 2018). Therefore, the impact of BRE + NIR treatment on migrational ability and invasive ability was also studied. The migration and invasion of tumor cells were significantly reduced after the BRE (1 mg/mL) + NIR treatment when compared to other three treatments (Figures 4A,B).

FIGURE 4

Figure 4. Inhibition of migration, invasion and anti-EMT ability. (A) Photograph and quantification of 4T1 migration ability with the BRE and NIR treatment. (B) Photograph and quantification of 4T1 invasion ability with the BRE and NIR treatment. (C) Western blotting of relative mesenchymal markers including N-cadherin, Vimentin and Snail. Data are presented as mean ± SD. *P < 0.05, **P < 0.01, ***P < 0.001 compared with the control.

Because EMT is required for the metastatic behaviors of invasion and migration, we examined the expression of EMT related mesenchymal markers, including N-cadherin, Vimentin, and Snail (Polyak and Weinberg, 2009). Our data showed that BRE treatment reduced the expression of Snail, Vimentin, and N-Cadherin, indicating that BRE treatment exhibits strong anti-EMT effects. In addition, NIR enhanced the anti-EMT effectiveness, suggesting that the combinational BRE and NIR treatment inhibits the transformation of early epithelial cells into mesenchymal stem cells (Figure 4C).

Epithelial-mesenchymal transition could contribute to the dissociation of cancer cells from the primary tumor foci and intravasation into blood vessels (Hennessy et al., 2009) leading to distant metastases in other organs (Obenauf and Massagué, 2015). In order to assess the inhibitory ability of BRE + NIR on lung metastasis in vivo, lung metastasis model was conducted. Our data indicate that only BRE and BRE + NIR treatments suppressed the lung metastasis (Figures 5A,B), In addition, BRE + NIR treatment was more potent than BRE treatment in suppressing lung metastasis and improving survival (Figures 5A,B). Therefore, PTT and anti-EMT activities of BRE + NIR treatment contribute to inhibiting the formation of metastatic lung nodules (Figure 5C; Chen W. et al., 2015).

FIGURE 5

Figure 5. Mechanisms of in vivo inhibiting lung metastasis. (A) Photographs and numbers of lung metastases in different treatment groups. (B) The HE staining of lung in different treatment groups. (C) Schematic diagram of BRE and laser radiation for inhibiting lung metastasis and EMT. Data are presented as mean ± SD. *P < 0.05, **P < 0.01 compared with the control.

Evaluation of in vivo Toxicity

To evaluate the in vivo toxicity of BRE, the BALB/c mice were injected intravenously with 100 μL BRE solution (20 mg/mL) while the control group received the same volume of PBS solution. 30 days after treatment, all mice were sacrificed for in vivo toxicity study. The blood was subjected to the blood routine assessment, hepatic, and renal toxicity assessment. Besides, the HE staining of major organs were also analyzed to detect the toxicity of BRE (Figure 6A). Blood routine assessment included WBC, RBC, HGB, HCT, MCV, MCH, MCHC, and PLT assays, the indexes showed little difference between the control and BRE treatment group, supporting the notion that BRE have no apparent blood toxicity in vivo (Figure 6B). Moreover, in vivo hepatic and renal toxicity was evaluated by AST, ALT, BUN, and SCR assays respectively. Our results showed that these values were identical between the control and BRE group, indicating that BRE did not induce hepatic and renal toxicity (Figure 6C). In addition, the histological analysis indicated that the major organs of BRE treated mice showed little pathological changes, suggesting that BRE did not induce systemic toxicity (Figure 6D). Together, these data show that BRE does not induce blood toxicity, hepatic and renal toxicity or even systemic toxicity in vivo, and thus representing a safe photothermal agent for in vivo application.

FIGURE 6

Figure 6. The evaluation of in vivo toxicity. (A) The scheme of in vivo toxicity assay. (B) The blood routine assessment of control and the BRE (20 mg/mL) treatment group. (C) Physiological function assessment of hepatic and renal toxicity from control and BRE (20 mg/mL) treatment group. (D) The HE staining of major organs of control and BRE (20 mg/mL) treatment group. Data are presented as mean ± SD.

Conclusion

In summary, BRE, the exaction of the traditional food black rice, has been developed as a novel and low-cost PTT agent with effective anti-tumor and anti-metastasis abilities. With excellent photothermal stability and photothermal conversion efficiency (54.13%), the temperature of BRE could be increased high enough to induce tumor cell death. In the context of anti-tumor and anti-metastasis activities, the results show that the combination of BRE and NIR treatment could significantly inhibit the tumor growth by elevating the local hyperthermia and metastasis by suppressing EMT. In addition, the in vivo toxicity data show that BRE causes no obvious systemic toxicity and paved the way for its clinical use. In summary, promising therapeutic effectiveness, low cost, and low toxicity highlight the potential of BRE in tumor therapy.

Data Availability Statement

All datasets presented in this study are included in the article/Supplementary Material.

Ethics Statement

The animal study was reviewed and approved by IACUC of Southern Medical University.

Author Contributions

YX and XF conceived of the original research idea. MT, SZ, and RZ performed the experiments and analyzed the data. YZ helped with the animal experiments. YX, XF, MT, SZ, and RZ prepared the manuscript. All authors contributed to the article and approved the submitted version.

Funding

This work was supported by the National Natural Science Foundation of China (Nos. 91959204, U1601222, 815300045, and 81871197), the leading talents of Guangdong Province Program (No. 00201516), the Key Research and Development Program of Guangdong Province (810209082089), Science and Technology Innovation Committee of Shenzhen Municipality (JCYJ20180504170301309), Shenzhen “Sanming” Project of Medicine (SZSM201602102), the National High-tech R and D Program (863 Program No. 2015AA020310), and Development and Reform Commission of Shenzhen Municipality (S2016004730009). All funding’s contribute to the costs of personnel, supplies, equipment use, core facility use associated with this research.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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