1.Renshentang Alleviates Atherosclerosis in Mice by Targeting TRPV1 to Regulate Foam Cell Cholesterol Metabolism
Yulu YUAN ; Ce CHU ; Xuguang TAO ; Zhen YANG ; Xiangyun CHEN ; Zhanzhan HE ; Yongqi XU ; Yuxin ZHANG ; Peizhang ZHAO ; Wanping CHEN ; Hongxia ZHAO ; Wenlai WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):11-19
ObjectiveTo explore the effects of Renshentang on atherosclerosis (AS) in mice based on the role of transient receptor potential vanilloid1 (TRPV1) in regulating cholesterol metabolism in foam cells. MethodsNine SPF-grade 8-week-old C57BL/6J mice were set as a normal group, and 60 ApoE-/- mice were randomized into model, positive drug (simvastatin, 0.02 g·kg-1·d-1), and low-, medium-, and high-dose (1.77, 3.54, 7.08 g·kg-1·d-1, respectively) Renshentang groups (n=12) according to body weight. The normal group was fed with a normal diet, and the other groups were fed with a high-fat diet and given corresponding drugs by oral gavage for the modeling of AS. The mice were administrated with corresponding drugs once a day for 12 weeks. After the last administration and fasting for 12 h, the aorta was collected. Plaque conditions, pathological changes, levels of total cholesterol (TC), triglcerides (TG), low-density lipoprotein-cholesterol (LDL-C), and high-density lipoprotein-cholesterol (HDL-C), and the expression of TRPV1, liver X receptor (LXR), inducible degrader of the low-density lipoprotein receptor (IDOL), and low-density lipoprotein receptor (LDLR) in the aortic tissue were observed and detected by gross oil red O staining, HE staining, Western blot, immunohistochemistry, and real-time PCR. ResultsCompared with the normal group, the model group presented obvious plaque deposition in the aorta, raised levels of TC, TG, and LDL-C in the serum (P<0.01), up-regulated expression level of LDLR in the aorta (P<0.01), lowered level of HDL-C in the serum, and down-regulated expression levels of TRPV1, LXR, and IDOL in the aorta (P<0.05, P<0.01). Compared with the model group, the positive drug and Renshentang at different doses alleviated AS, elevated the levels of HDL-C, TRPV1, LXR, and IDOL (P<0.05, P<0.01), while lowering the levels of TC, TG, LDL-C, and LDLR (P<0.05, P<0.01). ConclusionRenshentang has a lipid-lowering effect on AS mice. It can effectively reduce lipid deposition, lipid levels, and plaque area of AS mice by activating TRPV1 expression and regulating the LXR/IDOL/LDLR pathway.
2.Renshentang Alleviates Atherosclerosis in Mice by Targeting TRPV1 to Regulate Foam Cell Cholesterol Metabolism
Yulu YUAN ; Ce CHU ; Xuguang TAO ; Zhen YANG ; Xiangyun CHEN ; Zhanzhan HE ; Yongqi XU ; Yuxin ZHANG ; Peizhang ZHAO ; Wanping CHEN ; Hongxia ZHAO ; Wenlai WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):11-19
ObjectiveTo explore the effects of Renshentang on atherosclerosis (AS) in mice based on the role of transient receptor potential vanilloid1 (TRPV1) in regulating cholesterol metabolism in foam cells. MethodsNine SPF-grade 8-week-old C57BL/6J mice were set as a normal group, and 60 ApoE-/- mice were randomized into model, positive drug (simvastatin, 0.02 g·kg-1·d-1), and low-, medium-, and high-dose (1.77, 3.54, 7.08 g·kg-1·d-1, respectively) Renshentang groups (n=12) according to body weight. The normal group was fed with a normal diet, and the other groups were fed with a high-fat diet and given corresponding drugs by oral gavage for the modeling of AS. The mice were administrated with corresponding drugs once a day for 12 weeks. After the last administration and fasting for 12 h, the aorta was collected. Plaque conditions, pathological changes, levels of total cholesterol (TC), triglcerides (TG), low-density lipoprotein-cholesterol (LDL-C), and high-density lipoprotein-cholesterol (HDL-C), and the expression of TRPV1, liver X receptor (LXR), inducible degrader of the low-density lipoprotein receptor (IDOL), and low-density lipoprotein receptor (LDLR) in the aortic tissue were observed and detected by gross oil red O staining, HE staining, Western blot, immunohistochemistry, and real-time PCR. ResultsCompared with the normal group, the model group presented obvious plaque deposition in the aorta, raised levels of TC, TG, and LDL-C in the serum (P<0.01), up-regulated expression level of LDLR in the aorta (P<0.01), lowered level of HDL-C in the serum, and down-regulated expression levels of TRPV1, LXR, and IDOL in the aorta (P<0.05, P<0.01). Compared with the model group, the positive drug and Renshentang at different doses alleviated AS, elevated the levels of HDL-C, TRPV1, LXR, and IDOL (P<0.05, P<0.01), while lowering the levels of TC, TG, LDL-C, and LDLR (P<0.05, P<0.01). ConclusionRenshentang has a lipid-lowering effect on AS mice. It can effectively reduce lipid deposition, lipid levels, and plaque area of AS mice by activating TRPV1 expression and regulating the LXR/IDOL/LDLR pathway.
3.Effect and Mechanism of Chinese Medicine in Treatment of Osteoporosis
Yulu YUAN ; Zhen YANG ; Wei DING ; Ce CHU ; Xuguang TAO ; Xiangyun CHEN ; Zhanzhan HE ; Peizhang ZHAO ; Yongqi XU ; Yuxin ZHANG ; Hongxia ZHAO ; Wenlai WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(4):290-298
Osteoporosis (OP) is a common bone disease affecting the quality of life and causing huge medical burden to the patients and society. The occurrence of OP is mainly caused by excessive bone resorption and insufficient bone formation, which are directly influenced by external calcium ion balance. Calcium imbalance can impair bone integrity, reduce the calcium supply to the bone, and lower the calcium content in the bone, thus triggering OP. Drugs are the main anti-OP therapy in modern medicine, which, however, may cause adverse reactions and drug dependence. Chinese medicines have good clinical effects and high safety in treating OP, being suitable for long-term use. Recent studies have shown that Chinese medicines can alleviate estrogen deficiency, regulate bone cell and calcium metabolism, which is crucial for the formation and development of OP. The transient receptor potential cation channel superfamily V members 5 and 6 (TRPV5 and TRPV6, respectively) affect bone homeostasis by mediating the transmembrane calcium ion transport in the intestine (TRPV6) and kidney (TRPV5). Therefore, TRPV5/6 is one of the key targets to understand the anti-OP mechanisms of the effective parts of Chinese medicines, which is worthy of further study. This paper summarizes the research results about the anti-OP effects of Chinese medicines in the last two decades, especially the mechanism of regulating calcium metabolism, aiming to provide new ideas for the basic research, clinical application, and drug development of OP treatment.
4.Shuangshen Ningxin Capsules Regulates Mitochondrial Fission and Fusion to Alleviate Myocardial Ischemia-reperfusion Injury in Rats
Gaojie XIN ; Yuanyuan CHEN ; Zixin LIU ; Yue YOU ; Ce CAO ; Aoao WANG ; Hongxu MENG ; Xiao HAN ; Jianxun LIU ; Lei LI ; Jianhua FU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):87-94
ObjectiveTo explore whether the mechanism of Shuangshen Ningxin capsules (SSNX) in alleviating myocardial ischemia-reperfusion injury (MIRI) in rats is related to the regulation of mitochondrial fission and fusion. MethodThis study focused on Sprague Dawley (SD) rats and ligated the left anterior descending branch of the coronary artery to construct a rat model of MIRI. The rats were divided into the sham operation group, model group, SSNX group (90 mg·kg-1) and trimetazidine group (5.4 mg·kg-1). The activity of superoxide dismutase (SOD) and the content of malondialdehyde (MDA) were detected by micro method. Changes in mitochondrial membrane potential (△Ψm) and the degree of mitochondrial permeability transition pore (mPTP) opening were detected by the chemical fluorescence method. The intracellular adenosine triphosphate (ATP) level was detected by the luciferase assay. The messenger ribonucleic acid (mRNA) and protein expression levels of mitochondrial fission and fusion related factors dynamin-related protein 1 (DRP1), mitochondrial fission 1 protein (FIS1), optic atrophy protein 1 (OPA1), mitochondrial outer membrane fusion protein 1 (MFN1), and MFN2 were detected by real-time polymerase chain reaction (real-time PCR) and Western blot. ResultCompared with the sham operation group, the model group showed a decrease in serum SOD activity and an increase in MDA content. The opening level of mPTP, the level of △Ψm and ATP content decreased, the protein expressions of mitochondrial fission factors DRP1 and FIS1 increased, and the protein expressions and mRNA transcription levels of fusion related factors OPA1 and MFN1 decreased. Compared with the model group,SSNX significantly increased serum SOD activity, reduced MDA content, increased intracellular ATP level and △Ψm, reduced the opening level of mPTP, downregulated the protein expressions of mitochondrial fission factors DRP1 and FIS1, and increased the mRNA transcription levels and protein expressions of fusion related factors OPA1 and MFN1. ConclusionSSNX inhibits the expressions of mitochondrial fission factors DRP1 and FIS1, and increases the expressions of fusion related factors OPA1 and MFN1, inhibiting mitochondrial fission and increasing mitochondrial fusion, thereby alleviating MIRI.
5.Mechanism of Zhishi Xiebai Guizhitang in Treating AS Based on Regulation of Cholesterol Metabolism in Foam Cells by TRPA1
Zhanzhan HE ; Zhen YANG ; Xuguang TAO ; Xiangyun CHEN ; Wei DING ; Ce CHU ; Yulu YUAN ; Yuxin ZHANG ; Yongqi XU ; Peizhang ZHAO ; Hongxia ZHAO ; Wenlai WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(10):1-10
ObjectiveTo explore the effect and mechanism of Zhishi Xiebai Guizhitang on the progression of atherosclerosis (AS) mice based on the regulation of cholesterol metabolism in foam cells by transient receptor potential channel ankyrin 1 (TRPA1). MethodThe AS model was established on apolipoprotein E knockout (ApoE-/-) mice with a high-fat diet. The mice were randomly divided into low-dose, middle-dose, and high-dose groups of Zhishi Xiebai Guizhitang (2.97, 5.94, 11.88 g·kg-1) and simvastatin group (0.002 g·kg-1), and the drug was administered along with a high-fat diet. C57BL/6J mice were fed an ordinary diet as a normal group. After the above process, the aorta and serum of mice were taken. The pathological changes of the aortic root were observed by hematoxylin-eosin (HE) staining. The lipid plaques in the aorta were observed by gross oil redness. Serum levels of total cholesterol (TC), triglyceride (TG), low density lipoprotein cholesterol (LDL-C), and high density lipoprotein cholesterol (HDL-C) were detected, and the levels of interleukin-1β (IL-1β) and interleukin-18 (IL-18) were detected by enzyme-linked immunosorbent assay (ELISA). Western blot and immunohistochemical method were used to analyze the expression of TRPA1, ATP-binding cassette transporter A1 (ABCA1), ATP-binding cassette transporter G1 (ABCG1), and mannose receptor (CD206). ResultFrom the perspective of drug efficacy, compared with the normal group, pathological changes such as plaque, a large number of foam cells, and cholesterol crystals appeared in the aorta of the model group, and the serum levels of TC, LDL-C, IL-1β, and IL-18 were significantly increased (P<0.01). The HDL-C level was significantly decreased (P<0.01), and the CD206 level in aortic tissue was significantly decreased (P<0.01). Compared with the model group, the lipid deposition in the aorta was alleviated in all drug administration groups. In addition, except for the high-dose group of Zhishi Xiebai Guizhitang, all drug administration groups could significantly decrease the levels of TC and LDL-C (P<0.01). In terms of inflammation, except for the middle-dose group of Zhishi Xiebai Guizhitang, the levels of IL-1β and IL-18 were significantly decreased in all drug administration groups (P<0.05). Moreover, Zhishi Xiebai Guizhitang could also up-regulate the levels of CD206, and the difference was significant in the middle-dose and high-dose groups (P<0.05). From the perspective of mechanism, the expression levels of TRPA1, ABCA1, and ABCG1 in the aorta in the model group were lower than those in the normal group (P<0.05). Compared with the model group, all drug administration groups significantly increased the expression of TRPA1 in the aorta (P<0.05), and the expressions of ABCA1 and ABCG1 were increased. The differences in the middle-dose and high-dose groups and the simvastatin group were significant (P<0.05), which was basically consistent with the trend of immunohistochemical results. ConclusionZhishi Xiebai Guizhitang can effectively reduce blood lipid and inflammation levels and inhibit the formation of aortic plaque. The mechanism may be explained as follows: the expressions of ABCA1 and ABCG1 downstream are increased through TRPA1, which promotes cholesterol outflow in foam cells, thereby regulating cholesterol metabolism, intervening in inflammation level to a certain extent, and finally treating AS.
6.Progress of transcatheter aortic valve replacement in 2023
Mo-Yang WANG ; Zheng ZHOU ; Guan-Nan NIU ; Yang CHEN ; De-Jing FENG ; Xiang-Ming HU ; Wen-Ce SHI ; Yong-Jian WU
Chinese Journal of Interventional Cardiology 2024;32(1):14-19
Transcatheter aortic valve replacement(TAVR)has become one of the effective methods for treating patients with aortic valve disease.With the continuous maturity of technology,innovation of instruments and increasing experience,the indications for TAVR has been expanded.Following international trends,the number of TAVR in China has steadily increased with each passing year.In 2023,the long-term follow-up results of TAVR in low-risk AS patients further confirm the long-term benefits of TAVR.The relevant research on TAVR for patients with aortic regurgitation and patients with bicuspid aortic stenosis provide evidence support for the expansion of TAVR indications.At the same time,the development of valve devices and new technological innovations are emerging in an endless stream,and the new concept of full life cycle management is increasingly being valued.Especially in China,the development of local devices is progressing rapidly,and multiple devices have entered the clinical research stage.The clinical manifestations and research results are worth pursuing.
7.Linggui Zhugantang Treats Chronic Bronchitis in Rats via PLA2-TRPV1/TRPA1 Pathway
Wei DING ; Wenlai WANG ; Zhenhong LIU ; Xiangyun CHEN ; Zhanzhan HE ; Ce CHU ; Yulu YUAN ; Yongqi XU ; Yuxin ZHANG ; Peizhang ZHAO ; Zhen YANG ; Hongxia ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(14):1-9
ObjectiveTo study the effect and mechanism of Linggui Zhugantang in treating chronic bronchitis (CB) induced by exposure to cigarette smoke combined with tracheal instillation of lipopolysaccharide (LPS). MethodSixty SPF-grade SD rats were randomly divided into normal, model, dexamethasone (1 mg·kg-1), and high-, medium-, and low-dose (30.06, 15.03, 7.515 g·kg-1, respectively) Linggui Zhugantang groups by the body weight stratification method, with 10 rats in each group. Each group was administrated with 200 μL LPS (1 g·L-1) by tracheal instillation on days 1 and 14, respectively, while the normal group was administrated with an equal volume of normal saline. Except the normal group, the other groups were exposed to cigarette smoke on days 2-13 and 15-30 (10 cigarettes/time/30 min, twice/day) for the modeling of CB. The rats were administrated with corresponding drugs by gavage for 30 consecutive days from day 2 of modeling, and the mental status, behavior, and body weights of the rats were observed and measured. The wet/dry mass ratio (W/D) of the left lung was measured 30 days after modeling. Hematoxylin-eosin staining was employed to observe the pathological changes in the lung and bronchial tissues. The bronchial mucus secretion and goblet cell proliferation were observed by Alcian blue-periodic acid Schiff (AB-PAS) staining. The levels of mucin 5AC (MUC5AC), interleukin (IL)-13, IL-6, and tumor necrosis factor (TNF)-α in the serum were determined by enzyme-linked immunosorbent assay. The expression of phospholipase A2 (PLA2), transient receptor potential vanilloid receptor 1 (TRPV1), and transient receptor potential ankyrin 1 (TRPA1) in the lung tissue was quantitatively analyzed by immunohistochemistry and Western blot. ResultCompared with the normal group, the model group showcased abnormal mental status and behaviors, bloody secretion in the nose and mouth, the mortality rate of 40%, decreased body weight, severe lung bronchial structure damage, a large number of inflammatory mediators and inflammatory cell infiltration in the tube wall, hyperemia, edema, and fibroplasia, massive proliferation of goblet cells, excessive secretion and accumulation of mucus, stenosis and deformation of the lumen, and aggravation of pulmonary edema (P<0.01). In addition, the model group had higher levels of MUC5AC, IL-13, IL-6, and TNF-α in the serum and higher expression of PLA2 in the lung tissue than the normal group (P<0.01). Compared with the model group, the medication groups showed normal mental status and behaviors, reduced mortality rate, stable weight gain, reduced lung and bronchial injuries, decreased goblet cell proliferation and mucus secretion, and alleviated pulmonary edema (P<0.01). Furthermore, Linggui Zhugantang lowered the levels of MUC5AC, IL-13, IL-6, and TNF-α in the serum and down-regulated the protein levels of PLA2, TRPV1, and TRPA1 in the lung tissue (P<0.01). ConclusionLinggui Zhugantang can reduce the pulmonary inflammation and airway mucus hypersecretion in the rat model of chronic bronchitis. It may exert the effects of reducing inflammation and resolving phlegm by regulating the PLA2-TRPV1/TRPA1 pathway.
8.Polycystin-2 Ion Channel Function and Pathogenesis in Autosomal Dominant Polycystic Kidney
Kai WANG ; Yuan HUANG ; Ce-Fan ZHOU ; Jing-Feng TANG ; Xing-Zhen CHEN
Progress in Biochemistry and Biophysics 2024;51(1):47-58
Polycystin-2 (also known as PC2, TRPP2, PKD2) is a major contributor to the underlying etiology of autosomal dominant polycystic kidney disease (ADPKD), which is the most prevalent monogenic kidney disease in the world. As a transient receptor potential (TRP) channel protein, PC2 exhibits cation-permeable, Ca2+-dependent channel properties, and plays a crucial role in maintaining normal Ca2+ signaling in systemic physiology, particularly in ADPKD chronic kidney disease. Structurally, PC2 protein consists of six transmembrane structural domains (S1-S6), a polycystin-specific “tetragonal opening for polycystins” (TOP) domain located between the S1 and S2 transmembrane structures, and cytoplasmic N- and C-termini. Although the cytoplasmic N-terminus and C-terminus of PC2 may not be significant in the gating of PC2 channels, there is still much protein structural information that needs to be thoroughly investigated, including the regulation of channel function and the assembly of homotetrameric ion channels. This is further supported by the presence of human disease-associated mutation sites on the PC2 structure. Moreover, PC2 synthesized in the endoplasmic reticulum is enriched in specific subcellular localization via membrane transport and can assemble itself into homotetrameric ion channels, as well as form heterotrimeric receptor-ion channel complexes with other proteins. These complexes are involved in a wide range of physiological functions, including the regulation of mechanosensation, cell polarity, cell proliferation, and apoptosis. In particular, PC2 assembles with chaperone proteins to form polycystic protein complexes that affect Ca2+ transport in cell membranes, cilia, endoplasmic reticulum, and mitochondria, and are involved in activating cell fate-related signaling pathways, particularly cell differentiation, proliferation, survival, and apoptosis, and more recently, autophagy. This leads to a shift of cystic cells from a normal uptake, quiescent state to a pathologically secreted, proliferative state. In conclusion, the complex structural and functional roles of PC2 highlight its critical importance in the pathogenesis of ADPKD, making it a promising target for therapeutic intervention.
9.Effect of Qingfei Paidu Decoction on Acute Lung Injury Model Mice Based on TRPV1/TRPA1 Heat-sensitive Channel
Yulu YUAN ; Zhanzhan HE ; Ce CHU ; Xuguang TAO ; Zhen YANG ; Xiangyun CHEN ; Wei DING ; Yongqi XU ; Yuxin ZHANG ; Peizhang ZHAO ; Wanping CHEN ; Hongxia ZHAO ; Wenlai WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(24):95-102
ObjectiveTo investigate the mechanism and effect of Qingfei Paidu decoction on transient receptor potential vanilloid-1/Transient receptor potential ankyrin1 (TRPV1/TRPA1) based on heat-sensitive channel and inflammatory response. MethodAccording to body weight, 80 8-week-old C57BL/6 mice were randomly divided into the normal group, model group, dexamethasone group (5 mg·kg-1), and low-dose, medium-dose, and high-dose groups of Qingfei Paidu decoction (14.865, 29.73, 59.46 g·kg-1), with 12 mice in each group. In addition to the normal group, the other groups were administered 20 μL (1×10-3 g·kg-1) to each mouse by airway infusion to establish the acute lung injury (ALI) model. In the administration group, the drug was given 1 h after modeling and again after an interval of 24 h. The lung tissue was taken 36 h after modeling. Double lung wet/dry weight ratio(W/D), hematoxylin-eosin (HE) staining, enzyme-linked immunosorbent assay (ELISA), and Western blot were used to observe and detect the pathological changes of lung tissue, expression levels of inflammatory cytokine tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6), and expressions of TRPV1 and TRPA1 proteins in heat-sensitive channel, nuclear factor kappa-B (NF-κB), inhibitor of NF-κB (IκBα) in inflammatory pathway, and phosphorylated proteins. The phosphorylated protein/total protein ratio was calculated. ResultCompared with that in the normal group, the lung tissue of mice in the model group was seriously damaged, and pulmonary capillary permeability increased. Alveolar capillary congestion and dilation destroyed the complete structure of the alveolar, and the alveolar wall thickened. A large number of inflammatory cells and red blood cells were infiltrated, and pulmonary edema was significantly aggravated. The expressions of TNF-α, IL-6, TRPV1, TRPA1, phosphorylated NF-κB p65/NF-κB p65, and phosphorylated IκBα/IκBα were significantly increased (P<0.01), and the whole lung W/D was significantly increased (P<0.01). Compared with the model group, the dexamethasone group and low-dose, medium-dose, and high-dose groups of Qingfei Paidu decoction could significantly improve pulmonary edema. TNF-α, IL-6, TRPV1, TRPA1, lung tissue NF-κB p65, and IκBα phosphorylated protein/total protein ratio decreased significantly (P<0.05, P<0.01). The whole lung W/D also decreased significantly (P<0.05, P<0.01). ConclusionQingfei Paidu decoction has anti-inflammatory and protective effects on LPS-ALI mice, which can effectively reduce inflammation, induce diuresis, and alleviate edema. Its mechanism may be related to the regulation of the expression of TRPA1 and TRPV1 and the inhibition of the activation of the NF-κB pathway.
10.Prediction of Wind Turbine Lubricating Oil's Acid Value by Ordinary Least Square Method Based on Attenuated Total Reflectance-Fourier Transform Infrared Spectroscopy Through Higher-Order Derivative Combined with Angular Metric
Chun-Hui GE ; Yan-Jun LIU ; Meng-Shi CHEN ; Ce YANG ; Pei-Pei LIANG ; Zhi-Xiang YAO ; Kai ZHANG
Chinese Journal of Analytical Chemistry 2024;52(9):1254-1265,中插1-中插4
To address the key challenges in multivariate statistical modeling,a higher-order derivative approach combined with vector space angle multiplicative error correction was proposed for establishing an acid value prediction ordinary least squares(OLS)regression model based on attenuated total reflectance-Fourier transform infrared(ATR-FTIR)spectroscopy.By using acid values measured by potentiometric titration as reference,ATR-FTIR spectroscopy was utilized for direct calibration and prediction of acid values on 96 kinds of lubricating oil samples from a wind turbine.Firstly,the simulated hyperbolic(SH)method was employed to obtain accurate fourth derivative spectrum,resolving overlapping bands and enhancing spectral selectivity.Then,from the calibration set(48 samples),informative spectral regions were identified based on correlation coefficients.Next,the sample with the highest acid value was selected as the reference and1/(1+tan(θ/2))was used as the metric relation of the spectrum to suppress the multiplicity error caused by factors such as the change of effective optical path in ATR-FTIR spectroscopy.After pretreatment of the spectrum by the method of fourth-order derivative combined with angular quantity,the number of variables decreased from 1737 to 8,and the matrix condition number decreased from 1.85×1015 to 56.34,which effectively eliminated the collinearity issue for OLS regression.Direct OLS modeling on spectral preprocessed data achieved a determination coefficient of 0.981 for 47 validation samples,with a relative error range of-8.38%-8.22%,outperforming the commonly used partial least squares(PLS)method(Determination coefficient of 0.865,relative error of-27.82%-22.38%).It was proved that effective data preprocessing significantly improved the prediction accuracy of the model.Furthermore,when the number of calibration set was compressed to 25 and the number of validation set was expanded to 70,the model retained 8 variables with a condition number of 42.60,the determination coefficient of validation set was 0.972,and the relative error ranged from-10.80%to 12.31%.Comparing with the PLS method(Determination coefficient of 0.724,relative error of-34.26%-53.84%),the improvement was more obvious,which showed that the method could still have high prediction accuracy even with fewer modeling samples as well as robustness against multiplicative error interference.

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