Abstract
Knee osteoarthritis (KOA) usually leads to quadriceps femoris atrophy, which in turn can further aggravate the progression of KOA. Curcumin (CUR) has anti-inflammatory and antioxidant effects and has been shown to be a protective agent for skeletal muscle. CUR has been shown to have a protective effect on skeletal muscle. However, there are no studies related to whether CUR improves KOA-induced quadriceps femoris muscle atrophy. We established a model of KOA in rats. Rats in the experimental group were fed CUR for 5 weeks. Changes in autophagy levels, reactive oxygen species (ROS) levels, and changes in the expression of the Sirutin3 (SIRT3)-superoxide dismutase 2 (SOD2) pathway were detected in the quadriceps femoris muscle of rats. KOA led to quadriceps femoris muscle atrophy, in which autophagy was induced and ROS levels were increased. CUR increased SIRT3 expression, decreased SOD2 acetylation and ROS levels, inhibited the over-activation of autophagy, thereby alleviating quadriceps femoris muscle atrophy and improving KOA. CUR has a protective effect against quadriceps femoris muscle atrophy, and KOA is alleviated after improvement of quadriceps femoris muscle atrophy, with the possible mechanism being the reduction of ROS-induced autophagy via the SIRT3-SOD2 pathway.
Keywords: Knee osteoarthritis, Quadriceps femoris muscle, Curcumin, Autophagy
Subject terms: Experimental models of disease, Inflammation
Introduction
Knee osteoarthritis (KOA) is a very common chronic musculoskeletal disease that widely affects many people around the world1. The fundamental hallmark of KOA is the degradation of intra-articular cartilage2, but it is also characterized by changes in the muscles around the joint, such as weakness and atrophy of the quadriceps femoris muscle being the most common3–5. The quadriceps femoris muscle is not only an active muscle that produces knee extension movements but also provides knee stability. Quadriceps femoris muscle weakness and atrophy can further worsen the development of KOA6. Inflammation of the KOA leads to presynaptic reflex inhibition and decreases alpha motor neuron activity, resulting in quadriceps femoris muscle atrophy and weakness7,8. Joint pain and reduced mobility in patients with KOA can lead to the development of disuse atrophy in the quadriceps femoris muscle9. Atrophy and weakness of the quadriceps femoris muscle lead to biomechanical alterations and overloading of the knee joint, accelerating the destruction of cartilage10. Therefore, a vicious cycle of knee degeneration and skeletal muscle atrophy is formed. Improving the atrophy of the quadriceps femoris muscle can alleviate the progression of KOA and thus break this vicious cycle. Exercise training to strengthen the quadriceps femoris muscle has been shown to improve KOA11. Most of the current studies on the muscles of KOA patients are on muscle function, and there are fewer studies on the structural and cellular molecular changes in the muscles. More studies are needed to explore the molecular mechanisms of quadriceps atrophy, which can help to promote quadriceps regeneration in KOA patients and also help to further optimize KOA treatment protocols.
Muscle atrophy is caused by an imbalance in protein synthesis and degradation. Two major proteolytic systems, the ubiquitin–proteasome system and the autophagy lysosome system, are activated during skeletal muscle atrophy12. Autophagy is required in muscle to maintain muscular mass, either inhibition or excessive activation of autophagy can lead to atrophy in skeletal muscle13–15. However, how KOA-induced quadriceps atrophy autophagy changes is unknown. Excessive accumulation of reactive oxygen species (ROS) can lead to atrophy of skeletal muscle16–18. ROS can induce autophagy18. Sirutin3 (SIRT3) is a deacetylase located primarily in mitochondria. It regulates a variety of mitochondrial functions, including energy metabolism and anti-oxidative stress19. SIRT3 can bind directly to superoxide dismutase 2 (SOD2) and then deacetylate it, thereby increasing the activity of SOD2 and significantly affecting ROS homeostasis and autophagic flux20,21.
Curcumin (CUR) is a natural polyphenolic compound extracted from turmeric root. It mainly has anti-inflammatory and antioxidant properties22,23. It has been shown that CUR can ameliorate exercise-induced muscle damage, which is primarily achieved by decreasing the inflammatory response and increasing antioxidant capacity24–27. CUR also can reduce skeletal muscle mitochondrial damage and improve muscle atrophy in chronic obstructive pulmonary disease rats by activating SIRT328. CUR can effectively inhibit palmitate-induced inflammation in skeletal muscle cells as well as scavenge intracellular ROS29. In addition, CUR protects heat-induced skeletal muscle damage in a dose-dependent manner by preventing mitochondrial dysfunction, ROS increase, and apoptosis30. CUR can effectively improve muscle disuse muscular atrophy by activating the deacetylase sirtuin-131,32. There were also numerous studies confirming that CUR treats sarcopenia by exerting anti-inflammatory and antioxidant effects33–35. CUR not only has a protective effect on skeletal muscle, it also has a therapeutic effect on KOA36–38. It has been shown that CUR can attenuate cartilage damage in KOA rats by inhibiting the inflammatory response through acting on the NF-κB signaling pathway39,40. CUR may also prevent chondrocyte damage by inhibiting oxidative stress41. It has also been shown that CUR can act on mitochondrial autophagy to exert chondroprotective effects in KOA rats42. There are no relevant studies on the role of CUR in KOA-induced quadriceps femoris muscle atrophy.
In this study, we established KOA model rats to explore the mechanism of CUR in KOA-induced quadriceps femoris muscle atrophy. Based on the results of previous studies, we hypothesized that CUR could regulate autophagy to ameliorate quadriceps femoris muscle atrophy by activating SIRT3, deacetylating SOD2, and increasing the activity of SOD2 to scavenge ROS. As the quadriceps femoris muscle atrophy improved, the knee joint returned to normal biomechanics and weight bearing. As well as the therapeutic effect of CUR on KOA. As a result, KOA can be better treated.
Materials and methods
Experimental animals
Thirty-two 5-week-old healthy male Sprague Dawley rats (purchased from Hunan Silaike Jingda Experimental Animal Co., Ltd, China)43. After 1 week of acclimatization feeding, the rats were randomly divided into four groups: Control group (Control), Sham group (Sham), KOA group (KOA), and KOA + CUR group (KOA + CUR), with eight rats assigned to each group. The experiments were conducted in accordance with relevant guidelines and regulations. The study complied with ARRIVE guidelines.
Modeling and medication
The Hulth method was used to establish a model of KOA44. After 12 h of fasting, an intraperitoneal injection of 18% urane (94,300, Sigma) at a dose of 0.45 ml/100 g was administered, followed by immobilization in the supine position. The right knee was incised to expose the joint cavity and subsequently the medial collateral ligament, anterior and posterior cruciate ligaments were severed and the medial meniscus was outlined without any damage to the articular cartilage surface. This was confirmed by the drawer test44. Rats in the KOA group and rats in the KOA + CUR group underwent Hulth surgery. Rats in the control group did not undergo any intervention. Sham group rats were sutured after opening the joint cavity without damaging the ligaments or medial meniscus. Rats in the KOA group were fed with a 0.5% solution of sodium carboxymethyl cellulose (2 ml/day, 419273, Sigma) for 5 weeks. Rats in the KOA + CUR group were fed with CUR (150 mg/kg/day, SR3294, HARVEYBIO, China), which was dissolved in 2 ml 0.5% sodium carboxymethyl cellulose. The experimental procedure was shown in Fig. 1.
Sacrifice and sample collection
After 5 weeks, the rats in each group were anesthetized by intraperitoneal injection of 18% urane (0.45 ml/100 g) and subsequently euthanized by cervical dislocation. The quadriceps femoris muscle and knee joints of the right hind leg of each group of rats were obtained, rapidly frozen in liquid nitrogen, and subsequently stored at – 80 ℃. In addition, the quadriceps femoris muscle and knee joints for histological analysis were fixed in a 4% paraformaldehyde solution (BL539A, Biosharp Bio Inc, China).
Gait test
We used the CatWalk XT automated gait analysis system to analyze the gait of each group of rats (Noldus Information Technology, Netherlands, https://www.noldus.com/catwalk-xt)45,46. The software name is CatWalk™ XT and version is 10.6. It consists of a 1.3-m-long horizontal glass panel covered with a movable tunnel that produces a dim light on the walkway. Gait analysis was performed before the establishment of the KOA model, 3 days after surgery, and 5 weeks after intervention. The rats were placed at the beginning of the walkway and ran through the glass panels to the end. The run criteria was set to a maximum speed variation of 60% and a minimum duration of 0.5 s47. The gait analysis results of rats were sent to the computer and automatically analyzed by the CatWalkTM XT software. The rats must perform at least three uninterrupted runs that meet the requirements of the CatWalkTM XT analysis. A manual review of the automated tracking identifications was conducted to improve the quality of the data. We used CatWalkTM XT software to analyze the maximum contact area, standing length, swing length, and mean pressure of the right hind foot of 32 rats.
Histopathological analysis
After 48 h of fixation in paraformaldehyde, the knee joints were placed in Ethylenediaminetetraacetic acid decalcification solution (G1105, Servicebio, China) in a thermostatic shaker (ZHPW-250, BLabotery) for thermostatic shaker decalcification (30 ℃), and the decalcification solution was changed once a week, and the procedure was continued for 3 weeks. During this procedure, the bone is tested with a needle to see if it can be punctured. Decalcification was successful when the bones became soft and flexible. Afterwards, the knee is cut in the sagittal plane, dehydrated in gradient alcohol, paraffin-embedded, and sectioned (5 μm). The sections were then stained for hematoxylin–eosin (H&E), (G1003, Servicebio, China) and Safranin-O/Fast Green staining (G1053, Servicebio, China)48,49. The Osteoarthritis Research Society International (OARSI) histopathological grading system assesses changes in the structural cartilage of the knee joint50,51. Injury grades ranging from 0 to 6 represent the depth of progression of cartilage damage. Injury stages from 0 to 4 represent the degree of cartilage involvement. The final score combined grade and stage (score range 0–24). As in previous studies, two independent evaluators scored the knee to avoid evaluator bias50,52.
The quadriceps femoris muscle was removed from the fixative and gradient dehydrated, paraffin embedded, sectioned (5 μm), and then subjected to conventional H&E staining. Muscle fiber cross-sectional area (CSA) of rat muscle fibers were calculated using ImageJ software (National Institutes of Health, Stapleton, NY, USA)53.
Western blotting analysis
Quadriceps femoris muscle was collected from each group of rats for Western blot analysis. Protein was extracted from 1 g of quadriceps femoris muscle tissue using a 1.5 ml RIPA reaction solution supplemented with protease inhibitors. The samples were left at 100℃ for 10 min and then stored in a − 20 °C freezer. Each sample was separated by sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS-PAGE) and 30 μg transferred to the polyvinylidene difluoride (PVDF) membrane. We cut the PVDF membrane while retaining sufficient width and length to allow different positions of the PVDF membrane to bond with different primary antibodies. Then blotted with primary antibodies for LC3 (1:1000, ab192890, Abcam)54, P62 (1:1000, ab109012, Abcam)55, SIRT3 (1:500, #5490, CST)56, SOD2 (1:1000, #13141, CST)57, acetylated SOD2 (1:1000, ab137037, Abcam)58 and GAPDH (1:2000, 60004-1-Ig, Proteintech)59 overnight at 4 °C. Then, incubate with the secondary antibody for 1.5 h at room temperature. Protein bands were displayed using an ECL Western blotting substrate (PE0010-2, Solarbio). Finally, protein bands were quantified using ImageJ software60.
Determination of ROS and SOD2 activity assay
Make a homogenate of 50 mg from fresh quadriceps femoris muscle with 1 mL of buffer, use the homogenate and centrifuge 4 °C at 1000×g for 10 min. The supernatant was collected and incubated with an ROS probe (BB470515, BestBio, China) for 30 min at 37 °C in the dark61,62. ROS levels were quantified under fluorescent zymography (Bio-Tek Instruments, USA) with an excitation wavelength of 480 nm and an emission wavelength of 615 nm.
SOD2 activity (U, in mg of protein) in rat quadriceps femoris muscle was determined using a superoxide dismutase (SOD) typing assay kit (A001-2-2, Jiancheng Biotech, Nanjing, China)63.
Transmission electron microscopy
The quadriceps femoris muscle was stripped from the rat, cut into 1 mm3 size and quickly fixed in 2.5% glutaraldehyde at 4 ℃ for 48 h. The tissue was then removed and rinsed with 0.1 M phosphate buffer (pH 7.4). Dehydration was performed at room temperature, followed by resin penetration and embedding at 37 °C. Sections (60 nm) were performed after polymerization using an ultrathin microtome (Leica UC7, Leica). Staining was then performed as follows: Soak in a 2% uranyl acetate saturated alcohol solution for 8 min to avoid light staining, then rinse 3 times with 70% ethanol and 3 times with ultrapure water. 2.6% lead citrate avoided CO2 staining for 8 min, then rinsed 3 times with ultrapure water. After drying on filter paper, the copper-beryllium grid was placed on a grid plate and dried overnight at room temperature. Finally, the sections were observed under a transmission electron microscope (HT7800/HT7700, HITACHI) and images were captured64.
Statistical analysis
All tests were given in at least three copies. Continuous variables were expressed as the mean ± standard deviation (SD). Statistical analysis was performed using a one-way ANOVA to determine if there were significant differences between groups. P < 0.05 was considered statistically different. All statistical analyses were performed using GraphPad Prism-8 software.
Ethics approval and consent to participate
This study was approved by the Animal Management and Ethics Committee of Gannan Medical University (NO. 2022151).
Results
CUR ameliorates gait abnormalities in rats caused by KOA
The gait parameters of rats were assessed using the CatWalk gait analysis system. In this test, we measured four gait parameters to show the pain-related behavior of KOA rats. As shown in Fig. 2, CatWalk gait analysis was performed 3 times, including one day before surgery, three days after surgery, and 35 days after intervention. The KOA group significantly reduced the maximum contact area (Fig. 2A) and mean intensity (Fig. 2B), and the swing duration (Fig. 2C) increased compared to the control group. This suggested that Hulth surgery induced abnormal movement patterns in rats. These conditions were significantly reversed by CUR treatment (150 mg/kg/day) in KOA rats, with an increase in maximum contact area, mean intensity and stand (Fig. 2D). These results suggest that CUR treatment attenuates pain-related behaviors. Printed views of the paws of each group of rats on the glass plate are shown in Fig. 2E.
CUR improves KOA-induced histologic changes in knee joints
KOA causes significant pathologic changes in the knee joint65. As shown in Fig. 3A, the morphology of the rat knee joint was observed, the cartilage surface of the rats in the KOA group was rough and dull, and defects were visible on the surface. The cartilage on the surface of the knee joint of the rats in the KOA + CUR group was smoother relative to that of the model group. As shown in Fig. 3B and C, we performed H&E staining and Safranin-O/Fast Green staining on the knee joints of rats in the KOA group. The staining results indicated that the cartilage surface layer of the control group rats was flatter and structurally intact, with a thicker cartilage layer and relatively more cells and proteoglycans. The joint surface of the KOA group rats was rough, with obvious cracks, a thinner cartilage layer, and fewer cells visible in irregular tidal lines. Compared with KOA group rats, the cartilage surface of KOA + CUR group rats was slightly flat, without cracks, and the cartilage layer was thicker with more cells. As shown in Fig. 3D, We used the OARSI scoring method to determine the severity of osteoarthritis42. We found that rats in the KOA group scored considerably higher (P < 0.0001) compared to rats in the control group. The severity of cartilage damage in the KOA + CUR group rats was significantly lower than that in the KOA group of rats, and the difference between the two groups was statistically significant (P < 0.001).
CUR can improve quadriceps femoris muscle atrophy due to KOA
As shown in Fig. 4A, the quadriceps femoris muscle of the rats in the KOA group showed atrophy and the morphology of the myocytes became more rounded. We calculated the CSA of the quadriceps femoris muscle in each group by the results of H&E staining and found that the CSA of the quadriceps femoris muscle in the KOA group was a lot smaller than that in the control group, and the CSA of the rats in the KOA + CUR group was more than that in the KOA group (Fig. 4B). Atrogin-1 and MuRF-1 are considered markers associated with skeletal muscle atrophy66. As shown in Fig. 4C, compared with the control group, the expression of Atrogin-1 and MuRF-1 in the quadriceps femoris muscle of the KOA group was significantly higher, while compared with the KOA group, the expression of Atrogin-1 and MuRF-1 in the quadriceps femoris muscle of the KOA + CUR group was significantly decreased. The above results indicate that KOA caused quadriceps femoris muscle atrophy, and this atrophy improved after CUR treatment.
Autophagy is hyperactivated in the quadriceps femoris muscle of KOA rats
We observed the changes in autophagy within the quadriceps femoris muscle by western blotting analysis and transmission electron microscopy. Basal levels of autophagy are protective of cells, but over-activation of autophagy leads to cell death. P62/SQSTM1 (hereafter as p62), a major defense protein, regulates autophagy of mitochondrial debris post-oxidative stress. P62 form autophagosomes by binding to light chain 3 (LC3) on the mitochondrial membrane, which degrade into autolysosomes, thus triggering autophagic flu67. As shown in the Fig. 5A, compared with control rats, autophagy was overactivated in the quadriceps femoris muscle of the KOA group, whereas autophagy was inhibited in the quadriceps femoris muscle of the KOA + CUR group. As shown in the Fig. 5B, the quadriceps femoris muscle of control and sham group rats showed the ultrastructure of normal muscle, normal mitochondrial morphology, and the presence of a small number of autophagosomes (red arrows). However, in the KOA group, it showed more autophagosomes (red arrows), enlarged and fragmented mitochondria, and disorganized cristae. There was a decrease in autophagosomes and an improvement in mitochondrial morphology within the quadriceps muscle of rats in the CUR + KOA group compared to the KOA group.
CUR alleviates oxidative stress and inhibits autophagy via SIRT3-SOD2
Excessive accumulation of ROS can over-activate autophagy68. The main scavenger of oxygen radicals in mitochondria is SOD269 and its activity is mostly modulated by the deacetylase SIRT3 in mitochondria70,71. As shown in the Fig. 6A, compared with the control group, the expression of deacetylated SOD2 was decreased, the activity of SOD2 was decreased (Fig. 6B), ROS accumulation was increased (Fig. 6C), and autophagy was over-activated in the quadriceps femoris of rats in the KOA group. The expression of SIRT3 in the quadriceps femoris muscle of rats after CUR treatment was increased, and deacetylation acted on SOD2, which enhanced SOD2 activity and scavenged ROS, thus alleviating the oxidative stress response. Autophagy induced by ROS was inhibited and quadriceps femoris muscle atrophy was improved.
Discussion
Quadriceps femoris muscle weakness and atrophy are common complications in patients with KOA3,4,72. It is not only the active muscle that produces knee extension movements, but also provides knee stability6. Weakness and atrophy of the quadriceps femoris muscle can further affect the onset and progression of KOA73–76. Some studies have shown that exercise training to strengthen the quadriceps femoris muscle can be used to treat KOA11,77. In our study, we found that the articular cartilage of the rats in the KOA group was severely damaged, and the quadriceps femoris muscle was markedly atrophied. In the CUR-treated group, the atrophy of the quadriceps femoris muscle was markedly ameliorated, and the damage of the knee joint cartilage was more KOA group rats also improved, which may be achieved by regulating the SIRT3-SOD2 signaling pathway. It has also been previously shown that CUR can improve muscle atrophy by modulating SIRT3 activity64,78.
Muscle atrophy occurs because of an imbalance in protein synthesis and degradation. During skeletal muscle atrophy, two major protein hydrolysis systems are activated: the ubiquitin–proteasome system and the autophagy-lysosome system12. Autophagy helps maintain muscle mass. When undergoing fasting or denervation stimulation autophagy is inhibited and severe muscle atrophy occurs13. However, over-activated autophagy can exacerbate cellular damage by engulfing proteins, mitochondria, or other organelles critical to cellular health79. How autophagy changes in KOA-induced quadriceps femoris muscle atrophy has not been reported. In our study, autophagy-associated proteins were determined by Western blotting and the presence of autophagic vesicles was observed by transmission electron microscopy. The results showed that LC3II/LC3I was significantly increased and P62 expression was decreased in the quadriceps femoris muscle of rats in the KOA group. Autophagic vesicles were significantly increased in the quadriceps femoris muscle of rats in the KOA group, as observed by transmission electron microscopy. This indicated that autophagy was activated in the atrophied quadriceps femoris muscle of KOA rats. Our findings are in agreement with Zhang, Y. Y, et al. that autophagy is hyperactivated in rectus abdominis atrophy induced by chronic kidney disease64. Yang, X. et al. also found that the gastrocnemius and tibialis anterior muscles underwent rapid atrophy after denervation and that mitochondrial autophagic activity was significantly enhanced80. It has been shown that ROS levels rise when muscle atrophy occurs16. It has been shown that ROS can activate the ubiquitin proteasome system to degrade Bcl-2, leading to increased Beclin-1 expression and the induction of autophagy18,81,82. We examined the changes in ROS content in the quadriceps femoris muscle of KOA rats. The results showed that ROS were significantly increased in the quadriceps femoris muscle of rats in the KOA group compared with the control group. Our findings suggested that quadriceps femoris muscle atrophy in KOA rats may be due to excessive activation of autophagy by increased ROS levels. It has also been previously shown that mitochondrial autophagy activity is enhanced and ROS generation is increased in disused muscle atrophy17.
SOD2 is the main scavenger of free radicals in mitochondria83,84. SOD2 activity is important for maintaining intracellular oxygen radical homeostasis85,86 and its activity is regulated by the deacetylase SIRT385–87. SIRT3 is the most powerful mitochondrial deacetylase and is directly engaged in the regulation of mitochondrial energy synthesis and oxygen radical levels88. Acting on the SIRT3-SOD2 pathway alleviates ischemia/reperfusion-induced myocardial oxidative stress and apoptosis89. Hypertrophic preconditioning attenuates myocardial ischemia–reperfusion injury by modulating SIRT3-SOD2 dependent autophagy90. In our study, we found that the expression of SIRT3 was decreased, the acetylation level of SOD2 was increased, SOD2 activity was decreased, ROS content was increased, and autophagy was activated in the atrophied quadriceps femoris muscle of rats in the KOA group. From these results, it can be hypothesized that SIRT3-SOD2-mediated autophagy may be an important mechanism of quadriceps femoris muscle atrophy in KOA rats.
CUR is a natural antioxidant derived from the roots of ginger, a plant in the ginger family22. It is considered an activator of SIRT328,91,92. CUR exerts a protective effect on bone marrow by reducing ROS-stimulated autophagic cell death in a SIRT3-SOD2 pathway-dependent manner69. CUR attenuates ischemia–reperfusion-induced myocardial injury by activating SIRT378. KOA rats were treated with CUR for 35 days. Our results showed that SIRT3 expression was increased, SOD2 acetylation level was decreased, and SOD2 activity was increased in the quadriceps femoris muscle of KOA rats, which resulted in the scavenging of ROS and the inhibition of autophagy. The expression of Atrogin-1 and MuRF-1 in the quadriceps femoris muscle of KOA rats was significantly decreased and CSA was significantly increased. From the above results, we hypothesized that CUR improves quadriceps femoris muscle atrophy in KOA rats by activating the SIRT3-SOD2 pathway and scavenging ROS to inhibit over-activated autophagy.
Our study had some limitations. We did not use inhibitors to clarify that CUR acts on the SIRT3-SOD2 pathway, and can only say that CUR may act through the SIRT3-SOD2 pathway to scavenge ROS, inhibit over-activated autophagy, improve quadriceps femoris atrophy, and further improve the KOA process.
Conclusion
In this study, we propose for the first time a possible mechanism by which KOA induces quadriceps femoris muscle atrophy through ROS-dependent autophagy. CUR was applied to promote quadriceps femoris muscle regeneration in KOA rats. It may play a protective role in vivo by clearing ROS through SIRT3-SOD2 pathway to inhibit autophagy. These findings provide a new idea for the treatment of KOA-induced quadriceps femoris muscle atrophy and a new strategy for the treatment of KOA.
Supplementary Information
Abbreviations
- KOA
Knee osteoarthritis
- ROS
Reactive oxygen species
- SIRT3
Sirutin3
- SOD2
Superoxide dismutase 2
- CUR
Curcumin
- OARSI
Osteoarthritis Research Society International
Author contributions
HY and YL designed the study, also wrote the original draft. JMY, YLW and LYD conducted the experiments, analyzed, and interpreted the data. YBZ revised the manuscript and polished the language. YL and MYW supervised the study MYW applied for the funds and approved the final submission. All authors read and approved the final manuscript.
Funding
This work was supported by the National Natural Science Foundation of China (82060420) and the National Science Foundation of Jiangxi Province, China (grant number 20212BAB206004).
Data availability
The data presented in this study are available on request from the corresponding author.
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
Yun Luo, Email: 735083566@qq.com.
Mao-Yuan Wang, Email: wmy.gmu.kf@gmail.com.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-024-58375-2.
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Data Availability Statement
The data presented in this study are available on request from the corresponding author.