1.Distribution and drug resistance of the bacterial strains isolated from urine in a tertiary Traditional Chinese Medicine hospital in Shanghai from 2010 to 2021
Lingyan PEI ; Guoyan XIE ; Jiangli WANG ; Bin LIANG ; Qi FEN ; Qingzhong LIU
Chinese Journal of Infection and Chemotherapy 2024;24(3):318-325
Objective To investigate the distribution and antibiotic resistance profiles of the bacterial strains isolated from urine samples in a tertiary Traditional Chinese Medicine hospital in Shanghai in the 12-year period from 2010 through 2021 for better empirical antibiotic use in clinical practice.Methods The clinical data of patients with urinary tract infection,including the species and antibiotic resistance of the bacterial strains isolated from urine samples from January 2010 to December 2021 were retrospectively analyzed.Results A total of 5 231 nondupliate bacterial strains were isolated,among which E.coli was the most common(52.8%),followed by Enterococcus spp(19.1%)and Klebsiella spp(11.1%).Most of the urinary isolates(76.0%)were isolated from the elderly aged 60-89,and only 3.1%of the strains were isolated from the young people aged under 44.Most of the bacterial strains were isolated from female patients(75.8%),however,more P.aeruginosa and A.baumannii were isolated from male patients compared to female patients(55.3%vs 44.7%and 67.7%vs 32.3%).About 13.7%of the strains were collected from the Department of Nephrology,more than the strains from any other clincial department.In intensive care unit(ICU),the proportion of E.coli was the lowest,while the proportion of Enterococcus spp was the highest.Enterobacterales showed lower resistance raets to carbapenems,cephamycin,amikacin,cefepime,and β-lactam/β-lactamase inhibitor combinations.P.aeruginosa showed higher susceptibility rates to carbapenems,aminoglycosides and β-lactam/β-lactamase inhibitor combinations compared to A.baumannii(≥54.6%vs≤39.8%).Gram-positive cocci were highly sensitive to glycopeptide antibiotics.No SS.aureus or E.faecalis isolates were found resistant to vancomycin.About 2.7%of the E.faecium isolates were resistant to vancomycin.The prevalence of drug-resistant bacteria was the highest in elderly patients,and in the strains isolated from ICU and emergency department.Conclusions Compared with general hospitals,a high proportion of elderly patients were treated in this hospital.It should be more cautious in the treatment of patients with urinary tract infection.The major bacterial species isolated from urine were E.coli,Enterococcus,and K.pneumoniae.Empirical treatment should be prescribed considering patient age and gender as well as the species and distribution of pathogenic bacteria.Urine culture and antibiotic susceptibility testing should be performed proactively.Appropriate antimicrobial agents should be selected according to the results of antimicrobial susceptibility testing.Antimicrobial ressitance surveillance should also be strengthened.
2.Ionizing radiation-induced damage(IRD)to and repair mechanisms of the male reproductive system:Report of testicular function changes in a case of IRD
Neng-Liang DUAN ; Hua-Pei WANG ; Yuan-Shuai RAN ; Zhi-Xiang GAO ; Feng-Mei CUI ; Qiu CHEN ; Yu-Long LIU ; You-You WANG ; Bo-Xin XUE ; Xiao-Long LIU
National Journal of Andrology 2024;30(8):687-695
Objective:To investigate the impact of ionizing radiation(IR)on the structure and function of the testis and pro-vide some strategies for the prevention and treatment of IR-induced damage(IRD).Methods:Using radiation dose simulation,se-men analysis,hormone testing,electron microscopy and single-cell transcriptome sequencing,we assessed and analyzed a case of IRD.We established a mouse model of IRD to validate the results of single-cell sequencing,and investigated the specific biological mecha-nisms of IRD and potential strategies for its intervention.Results:IR at 1-2 Gy significantly reduced sperm concentration and mo-tility,which gradually recovered after 12 months but the percentage of morphologically normal sperm remained low.It also caused im-balanced levels of various steroid hormones,decreased testosterone and dehydroepiandrosterone sulfate,increased progesterone,prolac-tin,luteinizing hormone,and follicle-stimulating hormone.Electron microscopy revealed damages to the testis structure,including loss of germ cells,atrophy of the seminiferous tubules,nuclear membrane depression of the spermatocytes,mitochondrial atrophy and de-formation,and reduction of mitochondrial cristae.Single-cell sequencing indicated significant changes in the function of the Leydig cells and macrophages and disrupted lipid-related metabolic pathways after IRD.Administration of L-carnitine to the mouse model im-proved lipid metabolism disorders and partially alleviated IRD to the germ cells.Conclusion:Ionizing radiation can cause disorders of testicular spermatogenesis and sexual hormones and inhibit lipid metabolism pathways in Leydig cells and macrophages.Improving lipid metabolism can alleviate IRD to germ cells.
3.Analysis of epidemiological characteristics, intervention effects and influencing factors of arteriovenous graft thrombosis
Wenjing LIU ; Yufei WANG ; Beihao ZHANG ; Xinfang WANG ; Ruimin WANG ; Xiaoling XUE ; Xianhui LIANG ; Pei WANG
Chinese Journal of Nephrology 2024;40(7):526-532
Objective:To investigate the epidemiology features, intervention effects and influencing factors of thrombosis in arteriovenous graft (AVG), and to provide reference for optimizing vascular access scheme in hemodialysis patients.Methods:It was a retrospective study. The clinical and follow-up data of patients with AVG constructed in the Blood Purification Center, the First Affiliated Hospital of Zhengzhou University from January 2018 to December 2022 were analyzed. According to whether AVG thrombosis occurred during the follow-up period, they were divided into thrombosis group and non-thrombosis group, and the epidemiology status, influencing factors and patency rates of AVG thrombosis were analyzed. AVG was followed up until June 30, 2023 or abandonment or death of patient or loss of follow-up. Kaplan-Meier method was used to analyze the patency rates of AVG. Log-rank test was used to compare the differences of patency rates between groups. Logistic regression model was used to analyze the influencing factors of AVG thrombosis.Results:The study included 475 AVG from 464 patients, with age of (55.50 ± 11.85) years old, 193 males (40.6%), 185 diabetes patients (38.9%) and dialysis age of 24 (1, 68) months. One hundred and fifty-four AVG (32.4%) had a total of 307 AVG thrombotic events during the follow-up of 602 (380, 920) days, with a standardized incidence of 0.34 times per patient-year. Among them, 60 cases (19.5%, 60/307) had frequent thrombosis. Kaplan-Meier survival analysis showed that AVG secondary patency rates at 2-years and 3-years in the thrombosis group and frequent thrombosis subgroup were inferior to those in the non-thrombosis group (84.0% vs. 92.5%, P=0.017; 66.5% vs. 85.7%, P<0.001; 78.9% vs. 92.5%, P=0.030; 54.6% vs. 85.7%, P<0.001). Two hundred and sixty-nine AVG thrombotic events were analyzed to evaluate the treatment effects. Endovascular interventional surgery was used for thrombectomy in 215 cases (79.9%), and hybrid surgery (endovascular interventional surgery combined with surgical incision) was used in 54 cases (20.1%), with a technical success rate of 98.9% (266/269) and a clinical success rate of 98.1% (264/269). Kaplan-Meier survival analysis showed that there were no statistically significant differences in the primary post-intervention patency rates at 90 days and 365 days, respectively (all P>0.05), and there was statistically significant difference in the primary post-intervention patency rate at 180 days (45.1% vs. 26.5%, Z=2.563, P=0.015). Multivariate logistic regression analysis showed that graft-applied type (intering as the reference, propaten OR=1.953, 95% CI 1.139-3.350, P=0.015; acuseal OR=2.628, 95% CI 1.438-4.800, P=0.002), body mass index < 18.5 kg/m 2 (18.5-24.0 kg/m 2 as the reference, OR=0.291,95% CI 0.090-0.943, P=0.040), serum albumin < 40 g/L ( OR=1.579, 95% CI 1.019-2.445, P=0.041), serum ferritin < 200 μg/L ( OR=1.818, 95% CI 1.162-2.845, P=0.009) and mean arterial pressure < 70 mmHg ( OR=7.180, 95% CI 1.339-38.501, P=0.021) were the independent influencing factors of AVG thrombosis. Conclusions:The incidence of AVG thrombotic events is 0.34 times per patient-year, mainly concentrated in a small number of patients. Thrombosis reduces the secondary patency rate of AVG. AVG thrombosis treatment with endovascular interventional surgery or hybrid surgery has a high technical success rate and a clinical success rate. The thrombosis is related to graft-applied types, nutritional status of patients and mean arterial pressure level.
4.Melatonin alleviates autophagy in cortical neurons of neonatal rats with hypoxic-ischemic brain damage via the PI3K/AKT pathway
Chen-Meng LIU ; Xiao-Tian GAO ; Hai-Mo ZHANG ; Hui-Ning BI ; Chen LIANG ; Jing-Ying JIANG ; Pei-Lun XIAO ; Xiao-He YU ; Xiao-Li WANG
Chinese Journal of Contemporary Pediatrics 2024;26(6):631-638
Objective To observe the effects of melatonin on autophagy in cortical neurons of neonatal rats with hypoxic-ischemic brain damage(HIBD)and to explore its mechanisms via the PI3K/AKT signaling pathway,aiming to provide a basis for the clinical application of melatonin.Methods Seven-day-old Sprague-Dawley neonatal rats were randomly divided into a sham operation group,an HIBD group,and a melatonin group(n=9 each).The neonatal rat HIBD model was established using the classic Rice-Vannucci method.Neuronal morphology in the neonatal rat cerebral cortex was observed with hematoxylin-eosin staining and Nissl staining.Autophagy-related protein levels of microtubule-associated protein 1 light chain 3(LC3)and Beclin-1 were detected by immunofluorescence staining and Western blot analysis.Phosphorylated phosphoinositide 3-kinase(p-PI3K)and phosphorylated protein kinase B(p-AKT)protein expression levels were measured by immunohistochemistry and Western blot.The correlation between autophagy and the PI3K pathway in the melatonin group and the HIBD group was analyzed using Pearson correlation analysis.Results Twenty-four hours post-modeling,neurons in the sham operation group displayed normal size and orderly arrangement.In contrast,neurons in the HIBD group showed swelling and disorderly arrangement,while those in the melatonin group had relatively normal morphology and more orderly arrangement.Nissl bodies were normal in the sham operation group but distorted in the HIBD group;however,they remained relatively intact in the melatonin group.The average fluorescence intensity of LC3 and Beclin-1 was higher in the HIBD group compared to the sham operation group,but was reduced in the melatonin group compared to the HIBD group(P<0.05).The number of p-PI3K+and p-AKT+cells decreased in the HIBD group compared to the sham operation group but increased in the melatonin group compared to the HIBD group(P<0.05).LC3 and Beclin-1 protein expression levels were higher,and p-PI3K and p-AKT levels were lower in the HIBD group compared to the sham operation group(P<0.05);however,in the melatonin group,LC3 and Beclin-1 levels decreased,and p-PI3K and p-AKT increased compared to the HIBD group(P<0.05).The correlation analysis results showed that the difference of the mean fluorescence intensity of LC3 and Beclin-1 protein in the injured cerebral cortex between the melatonin and HIBD groups was negatively correlated with the difference of the number of p-PI3K+and p-AKT+cells between the two groups(P<0.05).Conclusions Melatonin can inhibit excessive autophagy in cortical neurons of neonatal rats with HIBD,thereby alleviating HIBD.This mechanism is associated with the PI3K/AKT pathway.
5.Exploration on the Treatment of Abdominal Flatulence Disease Based on Huang Yuanyu's Pivot Movement Theory
Xinran SHI ; Yuhui LIU ; Chenyue PEI ; Yanru JIA ; Liang ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(9):164-167
Based on the"pivot movement"theory of distinguished physician Huang Yuanyu in the Qing Dynasty,it is believed that the core mechanism of abdominal flatulence disease is the unfavorable operation of the central axis pivot,and the ascent and descent disorder of qi movement in the central earth.The pathogenesis of abdominal flatulence disease was explained from the perspectives of mistakenly dropping the damage to yang,keeping the lung qi from falling,and declining central qi deficiency.The main concept of clinical practice was to promote the movement of the middle earth,promote the movement of the spleen and stomach,and restore position of yin and yang and clearing and turbidity.Examples were given of the five commonly used TCM prescriptions,including Xiaqi Decoction,Banxia Xiexin Decoction,Gancao Xiexin Decoction,Shengjiang Xiexin Decoction and Xuanfu Daizhe Decoction,to explain the treatment approach guided by the theory of"pivot movement",in order to provide reference for clinical diagnosis and treatment.
6.Targeted interventional embolization therapy for hemorrhagic shock caused by pelvic fracture or/and acetabular fracture by a multidisciplinary team
Liang LIU ; Peilu SHI ; Lang SONG ; Liang PEI ; Guangsheng LIU ; Yonghong ZHANG ; Haiyu SUN
Chinese Journal of Orthopaedic Trauma 2024;26(9):783-789
Objective:To explore the clinical efficacy of targeted interventional embolization therapy by a multidisciplinary team for the hemorrhagic shock caused by acute pelvic fracture or/and acetabular fracture.Methods:A retrospective study was conducted to analyze the data of 63 patients with hemorrhagic shock caused by pelvic fracture or/and acetabular fracture who had been admitted to Department of Orthopaedics, The Second Hospital of Shanxi Medical University from January 2015 to July 2022. There were 44 males and 19 females with an age of (39.6±15.6) years, and 23 pelvic fractures, 35 acetabular fractures, and 5 pelvic and acetabular fractures. The time from injury to targeted interventional embolization therapy was 2.67 (2.00, 3.33) hours. All the patients were treated with targeted interventional embolization therapy by a multidisciplinary team involving orthopedics, interventional medicine, general surgery, and urology. The shock index and lactate level within 12 hours after therapy, 24-hour urine output, and incidence of complications 3 weeks after therapy were recorded.Results:No bleeding was found again in the 63 patients after embolization. Within 12 hours after therapy, the shock index was ≤1.0, indicating the shock was corrected. Within 12 hours after targeted interventional embolization therapy, the shock index (0.70±0.46) and lactate value [(2.03±1.35) mmol/L] in the 63 patients were significantly lower than those before therapy [(1.76±0.56) and (4.53±1.74) mmol/L] ( P<0.05). The 24-hour urine output [(50.26±20.38) mL/h] was significantly higher than that before therapy [(21.56±1.27) mL/h] ( P<0.05). Two patients experienced poor blood circulation in the distal skin of the great toe, which was relieved after treatment with blood circulation promotion and anticoagulation. Three patients developed necrosis of the hip soft tissue, which was cured after multiple times of debridement and anti-infection treatments. One patient with severe injury died from multiple organ dysfunction. Conclusions:The targeted interventional embolization therapy can not only diagnose the bleeding location in patients with hemorrhagic shock caused by pelvic fracture or/and acetabular fracture, but also timely and accurately carry out hemostatic treatment to correct shock. Moreover, a multidisciplinary team can help patients avoid multiple surgeries and decrease their pain and financial loss.
7.Protective Effects of Danmu Extract Syrup on Acute Lung Injury Induced by Lipopolysaccharide in Mice through Endothelial Barrier Repair.
Han XU ; Si-Cong XU ; Li-Yan LI ; Yu-Huang WU ; Yin-Feng TAN ; Long CHEN ; Pei LIU ; Chang-Fu LIANG ; Xiao-Ning HE ; Yong-Hui LI
Chinese journal of integrative medicine 2024;30(3):243-250
OBJECTIVE:
To investigate the effects of Danmu Extract Syrup (DMS) on lipopolysaccharide (LPS)-induced acute lung injury (ALI) in mice and explore the mechanism.
METHODS:
Seventy-two male Balb/C mice were randomly divided into 6 groups according to a random number table (n=12), including control (normal saline), LPS (5 mg/kg), LPS+DMS 2.5 mL/kg, LPS+DMS 5 mL/kg, LPS+DMS 10 mL/kg, and LPS+Dexamethasone (DXM, 5 mg/kg) groups. After pretreatment with DMS and DXM, the ALI mice model was induced by LPS, and the bronchoalveolar lavage fluid (BALF) were collected to determine protein concentration, cell counts and inflammatory cytokines. The lung tissues of mice were stained with hematoxylin-eosin, and the wet/dry weight ratio (W/D) of lung tissue was calculated. The levels of tumor necrosis factor-α (TNF-α), interleukin (IL)-6 and IL-1 β in BALF of mice were detected by enzyme linked immunosorbent assay. The expression levels of Claudin-5, vascular endothelial (VE)-cadherin, vascular endothelial growth factor (VEGF), phospho-protein kinase B (p-Akt) and Akt were detected by Western blot analysis.
RESULTS:
DMS pre-treatment significantly ameliorated lung histopathological changes. Compared with the LPS group, the W/D ratio and protein contents in BALF were obviously reduced after DMS pretreatment (P<0.05 or P<0.01). The number of cells in BALF and myeloperoxidase (MPO) activity decreased significantly after DMS pretreatment (P<0.05 or P<0.01). DMS pre-treatment decreased the levels of TNF-α, IL-6 and IL-1 β (P<0.01). Meanwhile, DMS activated the phosphoinositide 3-kinase/protein kinase B (PI3K/Akt) pathway and reversed the expressions of Claudin-5, VE-cadherin and VEGF (P<0.01).
CONCLUSIONS
DMS attenuated LPS-induced ALI in mice through repairing endothelial barrier. It might be a potential therapeutic drug for LPS-induced lung injury.
Mice
;
Male
;
Animals
;
Proto-Oncogene Proteins c-akt/metabolism*
;
Lipopolysaccharides
;
Phosphatidylinositol 3-Kinases/metabolism*
;
Interleukin-1beta/metabolism*
;
Vascular Endothelial Growth Factor A/metabolism*
;
Tumor Necrosis Factor-alpha/metabolism*
;
Claudin-5/metabolism*
;
Acute Lung Injury/chemically induced*
;
Lung/pathology*
;
Interleukin-6/metabolism*
;
Drugs, Chinese Herbal
8.Antimicrobial resistance and related risk factors of carbapenem-resistant Klebsiella pneumoniae isolated from blood
Pei-Juan TANG ; Peng-Wen OUYANG ; Sheng LONG ; Na PENG ; Zi-Han WANG ; Qiong LIU ; Wen XU ; Liang-Yi XIE
Chinese Journal of Infection Control 2024;23(1):49-57
Objective To explore the antimicrobial resistance of carbapenem-resistant Klebsiella pneumoniae(CRKP)isolated from blood and the related risk factors for infection in patients.Methods Clinical data of 383 KP-infected patients from whose blood Klebsiella pneumoniae(KP)were isolated during hospitalization period in a hos-pital from January 2018 to December 2021 were retrospectively analyzed.Patients were divided into CRKP group(n=114)and non-CRKP group(n=269)based on antimicrobial resistance.According to the prognosis,114 patients in the CRKP group were subdivided into the death group(n=30)and the survival group(n=84).General informa-tion,underlying diseases,antimicrobial use,and infection outcomes of two groups of patients were compared,and risk factors for infection and death after infection were analyzed.Results The resistance rates of KP to tigecycline and compound sulfamethoxazole showed upward trends,with statistically significant differences(both P=0.008).The CRKP group had higher resistance rates to amikacin,aztreonam,compound sulfamethoxazole,ciprofloxacin,cefepime,cefoperazone/sulbactam,piperacillin/tazobactam,tigecycline,ceftazidime,tobramycin,and levofloxacin,as well as higher in-hospital mortality than the non-CRKP group,with statistically significant differences(all P<0.05).Acute pancreatitis prior to infection(OR=16.564,P<0.001),hypoalbuminemia(OR=8.588,P<0.001),stay in in-tensive care unit prior to infection(OR=2.733,P=0.017),blood transfusion(OR=3.968,P=0.001),broncho-scopy(OR=5.194,P=0.014),surgery within 30 days prior to infection(OR=2.603,P=0.010),and treatment with carbapenems(OR=2.663,P=0.011)were independent risk factors for the development of CRKP blood-stream infection(BSI).Cardiac insufficiency before infection(OR=11.094,P=0.001),combined with pulmonary infection(OR=20.801,P=0.010),septic shock(OR=9.783,P=0.002),disturbance of consciousness(OR=11.648,P=0.001),and receiving glucocorticoid treatment(OR=5.333,P=0.018)were independent risk factors for mortality in patients with CRKP BSI.Conclusion The resistance rate of KP from BSI to tigecycline and com-pound sulfamethoxazole presents upward trend.Underlying diseases,invasive procedures,and carbapenem treat-ment are closely related to CRKP BSI.Cardiac insufficiency,pulmonary infection,septic shock,disturbance of con-sciousness,and glucocorticoid treatment can lead to death of patients with CRKP BSI.
9.Data Mining of Medication Rules for the Treatment of Atopic Dermatitis the Children by Chinese Medical Master XUAN Guo-Wei
Jin-Dian DONG ; Cheng-Cheng GE ; Yue PEI ; Shu-Qing XIONG ; Jia-Fen LIANG ; Qin LIU ; Xiu-Mei MO ; Hong-Yi LI
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(3):752-758
Objective Data mining technology was used to mine the medication rules of the prescriptions used in the treatment of pediatric atopic dermatitis by Chinese medical master XUAN Guo-Wei.Methods The medical records of effective cases of pediatric atopic dermatitis treated by Professor XUAN Guo-Wei at outpatient clinic were collected,and then the medical data were statistically analyzed using frequency statistics,association rule analysis and cluster analysis.Results A total of 242 prescriptions were included,involving 101 Chinese medicinals.There were 23 commonly-used herbs,and the 16 high-frequency herbs(frequency>100 times)were Glycyrrhizae Radix et Rhizoma,Saposhnikoviae Radix,Glehniae Radix,Perillae Folium,Ophiopogonis Radix,Cynanchi Paniculati Radix et Rhizoma,Microctis Folium,Dictamni Cortex,Scrophulariae Radix,Coicis Semen,Cicadae Periostracum,Lilii Bulbus,Rehmanniae Radix,Kochiae Fructus,Sclerotium Poriae Pararadicis,and Euryales Semen.The analysis of the medicinal properties showed that most of the herbs were sweet and cold,and mainly had the meridian tropism of the spleen,stomach and liver meridians.The association rule analysis yielded 24 commonly-used drug combinations and 20 association rules.Cluster analysis yielded 2 core drug combinations.Conclusion For the treatment of pediatric atopic dermatitis,Professor XUAN Guo-Wei focuses on the clearing,supplementing and harmonizing therapies,and the medication principle of"supporting the healthy-qi to eliminate the pathogen,and balancing the yin and yang"is applied throughout the treatment.
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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