1.Study on Graded Quantitative Diagnosis of Lung Qi Deficiency Syndrome in Chronic Obstructive Pulmonary Disease Based on Latent Class Analysis Combined with Hidden Structure Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Zhiwan WANG
Journal of Traditional Chinese Medicine 2025;66(7):710-716
ObjectiveTo clarify the graded quantitative diagnostic characteristics of lung qi deficiency syndrome in chronic obstructive pulmonary disease (COPD) based on latent class analysis combined with a hidden structure model. MethodsClinical data, including the four diagnostic methods of traditional Chinese medicine (TCM), were collected from 745 COPD patients with lung qi deficiency syndrome. Latent class modeling was performed using R 4.1.2 software, and each patient was classified into one of three severity categories (mild, moderate, or severe) based on probabilistic parameterization, parameter estimation, and model fitting. A database was established for different severity levels of lung qi deficiency syndrome. Based on this, Lantern 5.0 software was used to construct hidden structure models for mild, moderate, and severe lung qi deficiency syndrome, and syndrome differentiation rules were developed through comprehensive clustering. ResultsA latent class model was constructed using 28 symptoms and signs with a frequency greater than 10%. Considering TCM theory and model simplicity, the optimal model was determined when the number of latent classes was three, categorizing lung qi deficiency syndrome into mild (298 cases), moderate (164 cases), and severe (283 cases). Hidden structure models were separately developed for each severity level, and syndrome differentiation rules were established. A comparison of common symptoms in the syndrome differentiation rules for mild and moderate lung qi deficiency syndrome showed no statistically significant differences in diagnostic values and weights (P>0.05), leading to their combined analysis and the development of a unified syndrome differentiation rule. Value and weight of quantitative diagnosis of mild-to-moderate lung qi deficiency syndrome were as followed: shortness of breath (diagnostic value 9.3, diagnostic weight 86.92%), dyspnea on exertion (8.2, 76.64%), low voice and reluctance to speak (6.7, 62.62%), poor appetite (4.0, 37.38%), loose stools (4.0, 37.38%), weak cough sound (2.9, 27.10%), wheezing (2.3, 21.50%), fatigue (1.8, 16.82%), spontaneous sweating (1.7, 15.89%), susceptibility to colds (1.6, 14.95%), swollen tongue (1.4, 13.08%), teeth marks on the tongue edge (1.2, 11.21%), deep pulse (1.6, 14.95%), with a diagnostic threshold of 10.3. Value and weight of quantitative diagnosis of severe lung qi deficiency syndrome were as followed: weak cough sound (15.1, 61.13%), soreness and weakness of the waist and knees (12.6, 51.01%), shortness of breath (11.1, 44.94%), low voice and reluctance to speak (8.3, 33.60%), frequent nocturia (6.1, 24.70%), spontaneous sweating (3.7, 14.98%), susceptibility to colds (3.5, 14.17%), teeth marks on the tongue edge (7.8, 31.58%), pale tongue body (1.9, 7.69%), white tongue coating (5.5, 22.27%), thin pulse (1.5, 6.07%), with a diagnostic threshold of 23.7. ConclusionThe combination of latent class analysis and a hideen structure model effectively clarified the graded quantitative diagnostic characteristics of lung qi deficiency syndrome, providing a reference for the quantitative diagnosis of other fundamental syndromes in TCM.
2.Clinical analysis of metagenome next-generation sequencing for diagnosing invasive fungal disease in patients with early stage of hematopoietic stem cell transplantation
Yuhan JI ; Mingyue PAN ; Xiaoyu LAI ; Lizhen LIU ; Jimin SHI ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Yi LUO
Journal of Army Medical University 2024;46(4):311-318
Objective To analyze the clinical outcomes of early invasive fungal disease(IFD)in patients after allogenetic hematopoietic stem cell transplantation(allo-HCST)with metagenomic next-generation sequencing(mNGS).Methods A retrospective analysis was conducted on patients undergoing allo-HCST in our Bone Marrow Transplantation Center between July 2021 and October 2022.These patients experienced one of the following conditions within 100 d after transplantation:① Patients with persistent fever and negative blood culture after empiric antimicrobial therapy for 72 h or longer;② Hyperpyrexia of unknown origin occurred again after effective anti-infection in the past;③ Symptoms in lower respiratory tract associated with lung lesions on CT scan,and empiric anti-infective therapy was ineffective.Peripheral blood or bronchoscopic alveolar lavage fluid were tested with mNGS,and overall survival(OS)and non-relapse mortality(NRM)were analyzed.Results There were 60 patients enrolled in this study.For the peripheral blood samples of 47 cases and bronchoalveolar lavage fluid samples of 13 cases,mNGS found that 19 cases were negative to pathogens,30 cases were non-fungal positive,and 11 case were fungal positive,including 3 cases of aspergillus,5 cases of mucor,2 cases of Candida tropicalis,and 1 case of Trichosporon asahii.Of the 11 patients with fungal positive,8 achieved complete remission after antifungal therapy according to the mNGS results.The 1-year OS and NRM of the 60 patients were 70.0%(95%CI:64.1%~75.9%)and 20.0%(95%CI:11.9%~32.5%),respectively,while those of the fungal infection patients were 54.5%(95%CI:49.5%~69.5%)and 36.4%(95% CI:15.5%~70.3%),respectively.No significant differences were seen in 1-year OS(P=0.487)and 1-year NRM(P=0.358)among the negative,fungal infection and non-fungal infection patients,neither OS(P=0.238)and NRM(P=0.154)between the fungal infection and the non-fungal infection patients.Conclusion mNGS can rapidly diagnose the early IFD after allo-HSCT,which is helpful for timely and effective treatment and improves the prognosis of patients.
3.Effects of Electroacupuncture on Post Stroke Spasticity Rats Based on IL-6/JAK2/STAT3 Signaling Pathway
Lizhen YI ; Linxing HUANG ; Ruixue CHEN ; Huiyuan HUANG ; Sheng ZHAN ; Zenghui YUE
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):112-117
Objective To observe the effects of electroacupuncture on central inflammatory response and neurotransmitter release in rats with post stroke spasticity(PSS);To exploring the mechanism in treating PSS based on IL-6/JAK2/STAT3 signaling pathway.Methods Totally 30 male SD rats were randomly divided into sham-operation group,model group and electroacupuncture group,with 10 rats in each group.The PSS model was prepared by the method of suture and N-methyl-D-aspartic acid receptor injection into internal capsule.The rats in the electroacupuncture group were electroacupulated on the affected side of the body at"Quchi"and"Yanglingquan"for 30 min/d for consecutive 7 d.The sham-operation group and the model group were only fixed without any interventions.The Zea Longa neurological function score and the modified Ashworth muscle tension score were evaluated before and after treatment in each group;the pathological changes of the cortex on the ischemic side were observed by HE staining;the contents of interleukin-6(IL-6),tumor necrosis factor-α(TNF-α),and γ-aminobutyric acid(GABA)in cortex on the ischemic side were detected by ELISA;the content of glutamate(Glu)was detected by biochemical kit;Western blot was used to detect the expressions of tyrosine kinase 2(JAK2),p-JAK2,signal transduction and transcription activating factor 3(STAT3)and p-STAT3 protein in ischemic cortex;RT-PCR was used to detect the mRNA expressions of JAK2 and STAT3 in ischemic cortex.Results Compared with the sham-operation group,neurological function score and muscle tension score significantly increased in the model group(P<0.01),with disorganized neurons in cerebral cortex,nucleus accumbens,the contents of IL-6,TNF-α and Glu significantly increased,the content of GABA significantly decreased(P<0.01),and p-JAK2,p-STAT3 proteins and JAK2 and STAT3 mRNA expression significantly increased(P<0.01,P<0.05).Compared with the model group,the neurological function score and muscle tension score of rats in the electroacupuncture group were significantly decreased(P<0.05),the degree of neuronal damage in cerebral cortex was reduced,the cell contour was clear,the content of IL-6,TNF-α and Glu were significantly decreased,and the content of GABA significantly increased(P<0.05,P<0.01),p-JAK2,p-STAT3 protein and JAK2,STAT3 mRNA expression significantly decreased(P<0.01).Conclusion Electroacupuncture may alleviate central inflammatory response and improve limb spasticity of PSS model rats by inhibiting the IL-6/JAK2/STAT3 signaling pathway.
4.Effects of Electroacupuncture Regulating the Polarization of Microglia on Post-Stroke Spasticity in Rats
Linxing HUANG ; Lizhen YI ; Huiyuan HUANG ; Ruixue CHEN ; Sheng ZHAN ; Zenghui YUE
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):132-138
Objective To observe the effects of electroacupuncture on post-stroke spasticity(PSS)rats and the relationship between microglia polarization-mediated neuroinflammation and neurotransmitter glutamate(Glu)and γ-aminobutyric acid(GABA)in cerebral cortex;To investigate the possible mechanism of electroacupuncture to relieve PSS.Methods Male SD rats were randomly divided into sham-operation group,model group and electroacupuncture group,with 10 rats in each group.A rat model of PSS was prepared using suture method combined with internal capsule injection of NMDA receptor.The electroacupuncture group selected"Quchi"and"Yanglingquan"electroacupuncture for 30 minutes per day,for 7 days,the model group and the sham-operation group were fixed at the same time without intervention.Zea Longa neurological function score and modified Ashworth muscular tone score were evaluated,and electrophysiology was tested;kits were used to GABA,Glu,tumor necrosis factor-α(TNF-α)and interleukin-10(IL-10)content in ischemic cortex;Western blot was used to detect the expression of GABRA1 and GAD67 protein in ischemic cortex;The co-expression of ionized calcium-binding protein 1(Iba-1),inducible nitric oxide synthase(iNOS)and Arg-1 were detected by immunofluorescence staining.Results Compared with the sham-operation group,the neurological function score and muscle tone score of the model group rats significantly increased(P<0.01),and muscle tone significantly increased(P<0.01);the contents of GABA and IL-10 in ischemic cortex significantly decreased(P<0.01),and the contents of TNF-α and Glu significantly increased(P<0.01),Glu/GABA ratio increased(P<0.01),GABRA1 and GAD67 protein expression significantly decreased(P<0.01),the co-expression of Iba-1 and iNOS significantly increased(P<0.01),while the co-expression of Iba-1 and Arg-1 was significantly decreased(P<0.01).Compared with the model group,the nerve function score and muscle tone score of the electroacupuncture group rats were significantly reduced(P<0.05),and muscle tone was significantly reduced(P<0.01);the contents of GABA and IL-10 in ischemic cortex significantly increased(P<0.01),and the contents of TNF-α and Glu significantly decreased(P<0.01),Glu/GABA ratio decreased(P<0.01),the protein expressions of GABRA1 and GAD67 significantly increased(P<0.01),the co-expression of Iba-1 and iNOS significantly decreased(P<0.01),while the co-expression of Iba-1 and Arg-1 significantly increased(P<0.05).Conclusion Electroacupuncture can effectively alleviate PSS,and its mechanism of action may be related to electroacupuncture regulating microglia polarization and reduing neuroinflammation.
5.Efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation in the treatment of secondary acute myeloid leukemia
Xiaolin YUAN ; Yibo WU ; Xiaolu SONG ; Yi CHEN ; Ying LU ; Xiaoyu LAI ; Jimin SHI ; Lizhen LIU ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Jianping LAN ; Zhen CAI ; He HUANG ; Yi LUO
Chinese Journal of Hematology 2024;45(1):41-47
Objective:To evaluate the efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with secondary acute myeloid leukemia (sAML) .Methods:In this multicenter, retrospective clinical study, adult patients aged ≥18 years who underwent allo-HSCT for sAML at four centers of the Zhejiang Hematopoietic Stem Cell Transplantation Collaborative Group from January 2014 to November 2022 were included, and the efficacy and prognostic factors of allo-HSCT were analyzed.Results:A total of 95 patients were enrolled; 66 (69.5%) had myelodysplastic syndrome-acute myeloid leukemia (MDS-AML) , 4 (4.2%) had MDS/MPN-AML, and 25 (26.3%) had therapy-related AML (tAML) . The 3-year CIR, LFS, and overall survival (OS) rates were 18.6% (95% CI 10.2%-27.0%) , 70.6% (95% CI 60.8%-80.4%) , and 73.3% (95% CI 63.9%-82.7%) , respectively. The 3-year CIRs of the M-AML group (including MDS-AML and MDS/MPN-AML) and the tAML group were 20.0% and 16.4%, respectively ( P=0.430) . The 3-year LFSs were 68.3% and 75.4%, respectively ( P=0.176) . The 3-year OS rates were 69.7% and 75.4%, respectively ( P=0.233) . The 3-year CIRs of the groups with and without TP53 mutations were 60.0% and 13.7%, respectively ( P=0.003) ; the 3-year LFSs were 20.0% and 76.5%, respectively ( P=0.002) ; and the 3-year OS rates were 40.0% and 77.6%, respectively ( P=0.002) . According to European LeukmiaNet 2022 (ELN2022) risk stratification, the 3-year CIRs of patients in the low-, intermediate-, and high-risk groups were 8.3%, 17.8%, and 22.6%, respectively ( P=0.639) . The three-year LFSs were 91.7%, 69.5%, and 65.6%, respectively ( P=0.268) . The 3-year OS rates were 91.7%, 71.4%, and 70.1%, respectively ( P=0.314) . Multivariate analysis revealed that advanced disease at allo-HSCT and TP53 mutations were independent risk factors for CIR, LFS, and OS. Conclusion:There was no significant difference in the prognosis of patients who underwent allo-HSCT among the MDS-AML, MDS/MPN-AML, and tAML groups. Advanced disease at transplantation and TP53 mutations were poor prognostic factors. ELN2022 risk stratification had limited value for predicting the prognosis of patients with sAML following allo-HSCT.
6.Explanation of health standard for operators of nuclear power plants
Youyou WANG ; Huahui BIAN ; Weibo CHEN ; Yuhan HOU ; Chang LIU ; Mengyue QIU ; Yi ZHOU ; Huaxian WANG ; Lizhen YE ; Yulong LIU
Chinese Journal of Radiological Medicine and Protection 2024;44(10):862-865
In order to facilitate the accurate comprehension and correct implemention of the national occupational health standard Health standard for operators of nuclear power plants (GBZ/T 164-2022), this article presents an in-depth elucidation encompassing the significance of the standard promulgation, the background of its revision, the current status of the relevant domestic and international standards, the basis for revision of the principal technical inclusion and the application scope of the standard. The aim is to provide a guidance the selection, appropriate evaluation, and occupational health monitoring of nuclear power plant operators, ultimately ensuring the safe operation of nuclear facilities.
7.The effects of electroacupuncture on the cortical SLC7A11 and GPX4 expressions in the rat with post stroke-induced limb spasticity
Ruixue CHEN ; Lizhen YI ; Linxing HUANG ; Huiyuan HUANG ; Sheng ZHAN ; Zenghui YUE
Chinese Journal of Neuroanatomy 2023;39(6):682-688
Objective:To observe the effects of electroacupuncture on the expression of cortical solute carrier family 7 member 11(SLC7A11),glutathione(GSH)and glutathione peroxidase 4(GPX4)in rats with post stroke spasticity(PSS),and to explore the mechanism of electroacupuncture in the treatment ferrozosis in PSS.Methods:Thirty SD male rats were randomly divided into sham group,model group and electroacupuncture group.A modified Zea-Longa wire bolus+internal capsule injection NMDA method was used to produce a rat model of PSS.In the electroacupunc-ture group,the affected side of Yanglingquan and Quchi were needled once/day for 30 min/time for 7 d.In the sham group and the model group,only fixation without intervention was performed during the same period.Zea-Longa Neuro-logical Function Score was used to detect the neurological function of rats,electrophysiological tracing method was used to detect the muscle tone of rat quadriceps,Western Blot was used to detect the protein expression of rat cortical SLC7A11 and GPX4,Enzyme-linked immunosorbent assay(ELISA)was used to detect the GSH content of rat cortex,and real time RT-PCR was used to detect the mRNA of rat cortical SLC7A11 and GPX4 mRNA expression.Results:Neurological function scores were elevated;quadriceps muscle tone was increased;GSH content was decreased;the protein expression of SLC7A11 and GPX4 was significantly decreased;the expression of SLC7A11 mRNA and GPX4 mRNA was significantly decreased.Electroacupuncture treatment resulted in lower neurological function scores,lower quadriceps muscle tone,increased GSH content in rat cortex,significantly up-regulated protein expression of SLC7A11 and GPX4,and significantly increased expression of SLC7A11 and GPX4 mRNA.Conclusion:Electroacupuncture on"Yanglingquan"and"Quchi"could improve limb spasticity and promote the recovery of neurological function in PSS rats,and its mechanism of action may be related to the inhibition of ferroptosis of cortical cells by electroacupuncture regulating the SLC7A11 and GPX4 expression.
8.The impact of donor-to-recipient gender compatibility on outcomes of haploid hematopoietic stem cell transplantation in patients with hematological malignancies
Shanshan HU ; Yibo WU ; Panpan ZHU ; Jimin SHI ; Jian YU ; Yanmin ZHAO ; Xiaoyu LAI ; Lizhen LIU ; Huarui FU ; He HUANG ; Yi LUO
Chinese Journal of Hematology 2022;43(12):992-1002
Objective:To investigate how gender differences between the donor and the recipient affect the effectiveness of antithymocyte globulin (ATG) and pure peripheral blood stem cell (PBSC) hematopoietic stem cell transplantation (haplo-HSCT) in the treatment of malignant hematological diseases.Methods:From February 2015 to September 2020, 648 hematological malignancies patients underwent myeloablative condition regimen haplo-HSCT treatment at the Bone Marrow Transplant Center of the First Affiliated Hospital of Zhejiang University. The median age was 32 (14-62) years, with 363 males (56.0% ) and 285 females (44.0% ) present. 242 cases of acute lymphoblastic leukemia (ALL) (37.3% ) , 293 cases of acute myeloid leukemia (AML) (45.2% ) , 56 cases of myelodysplastic syndrome (MDS) (8.7% ) , 27 cases of non-Hodgkin's lymphoma (NHL) (4.2% ) , and 30 cases of other hematological malignancies (4.6% ) .Results:① The 3-year overall survival (OS) , DFS, the incidence of Ⅱ-Ⅳ grade acute graft-versus-host disease (aGVHD) , the incidence of Ⅲ-Ⅳ grade aGVHD, the 3-year incidence of moderate & severe chronic GVHD (cGVHD) , severe cGVHD, the 3-year incidence of relapse, and NRM of the whole group were (73.10±1.90) % , (70.80±1.90) % , (33.96±1.87) % , (13.08±1.33) % , (35.10±2.14) % , (10.66±1.38) % , (19.43±1.67) % , and (9.80±1.24) % , respectively. ②There was no statistically significant difference between the donor-recipient gender match and donor-recipient gender mismatch groups in the 28-day cumulative neutrophil engraftment rate, 28-day cumulative platelet engraftment rate, the incidence of Ⅱ-Ⅳ grade aGVHD, the incidence of Ⅲ-Ⅳ grade aGVHD, 3-year OS, 3-year DFS, the cumulative incidence of relapse, NRM, and incidence of moderate & severe cGVHD, severe cGVHD. ③The 28-day cumulative neutrophil engraftment rate did not differ statistically between the male-female, female-female, male-male, and female-male groups ( P=0.148) . The incidence of Ⅱ-Ⅳ grade aGVHD, the incidence of Ⅲ-Ⅳ grade aGVHD, 3-year OS, 3-year DFS, cumulative relapse rate, and NRM, and the incidence of cGVHD were not statistically different among the four groups ( P>0.05) . The 28-day cumulative platelet engraftment rate of the female-male group was significantly lower than male-female group, and the female-female group [ (91.45±2.63) % vs. (94.77±1.75) % , P=0.004; (91.45±2.63) % vs. (95.54±2.05) % , P=0.005]. No significant difference existed in the 28-day cumulative platelet engraftment rate between the female-male group and the male-male group [ (91.45±2.63) % vs. (95.08±1.41) % , P=0.284]. ④Among patients ≤35 years old, the 3-year incidence of severe cGVHD patients receiving sister donors and sibling donors were (26.71±5.90) % and (10.33±4.43) % , respectively ( P=0.054) . Patients accepting daughter donors and son donors had a 3-year incidence of moderate and severe cGVHD that was 40.07% vs. 27.41% , respectively, among those over 35 (40.07±6.65) % vs. (27.41±4.54) % ( P=0.084) . ⑤Female donors to male recipients had a significantly lower 28-day cumulative platelet engraftment rate compared to the other groups [ (91.45±2.63) % vs. (95.08±0.95) % , P=0.037]. ⑥ Female donors to male recipients had a significantly lower 28-day cumulative platelet engraftment rate than the other groups in the ATG-Fresenius (ATG-F) 10 mg/kg group [ (89.29±4.29) % vs. (94.49±1.45) % , P=0.037]. But when compared to the other groups in the Rabbit Antihuman Thymocyte Immunoglobulin (rATG-T) 6 mg/kg group, the 28-day cumulative platelet implantation rate between female donors and male recipients was not significantly different [ (93.44±3.38) % vs. (95.62±1.26) % , P=0.404]. Conclusion:The main clinical outcomes of patients with malignant blood diseases following transplantation are unaffected by the gender combination of the donor and patient in the haplo-HSCT mode based on ATG and PBSC sources. Female donors to male recipients have a lower 28-day cumulative platelet engraftment rate and longer platelet engraftment times.
9. Expression and mechanism of Twist2 in glioma
Lizhen WANG ; Weijia WANG ; Yifeng XIONG ; Shan XU ; Shanshan WANG ; Yi TU ; Zhaoyin WANG ; Xinling YAN ; Jinhong MEI ; Chunliang WANG
Chinese Journal of Pathology 2017;46(12):832-836
Objective:
To investigate the significance of Twist2 in glioma and whether it is involved in the malignant transformation of glioma by epithelial-mesenchymal transition (EMT).
Methods:
Using immunohistochemical method detected the expression level of Twist2 in 60 cases of gliomas (including WHO grades Ⅱ, Ⅲ and Ⅳ, each for 20 cases) and 20 cases of non-tumor brain tissues. Real-time fluorescence quantitative PCR and Western blot were used to detect the expression level of Twist2 mRNA and protein in 61 cases of fresh glioma tissue (WHO grade Ⅱ 16 cases, Ⅲ 21 cases, Ⅳ 24 cases) and 12 cases of adjacent tissues, and the expression levels of E-cadherin, N-cadherin and vimentin were also investigated in fresh glioma tissue.
Results:
Immunohistochemistry results showed that the percentages of Twist2 expression in glioma was 90%(54/60) compared with 30%(6/20) in non-tumor brain tissues(
10.Accuracy of anesthesia index for monitoring depth of sedation induced by propofol: a comparison with bispectral index
Yi JIANG ; Lizhen YU ; Yue LIU
Chinese Journal of Anesthesiology 2017;37(12):1516-1519
Objective To evaluate the accuracy of anesthesia index (AI) for monitoring depth of sedation induced by propofol.Methods Thirty patients of both sexes,aged 41-64 yr,with body mass index of 20-30 kg/m2,of American Society of Anesthesiologists physical status Ⅰ or Ⅱ,scheduled for elective surgery under general anesthesia,were enrolled in the study.Propofol was given by target-controlled infusion (TCI) with the initial target effect-site concentration (Ce) of 1.2 μg/ml using Marsh pharmacokinetic model,and then the Ce of propofol was increased in 0.3 μg/ml increment,and Observer's Assessment of Alertness/Sedation (OAA/S) score was evaluated.OAA/S score was 5 before TCI of propofol.When OAA/S score reached 4,3,2 and 1 in turn during TCI of propofol,the bispectral index (BIS),AI and corresponding Ce were recorded.Results The correlation coefficients of BIS,AI and Ce levels with the OAA/S scores were rBIS-OAA/S =0.962,rAI-OAA/S =0.960 and rce-OAA/S =-0.795,respectively (P<0.05).The correlation coefficients of BIS and AI with the Ce of propofol were rBIs-ce =-0.736 and rAI-Ce =-0.737,respectively (P<0.05).There was no significant difference between rBIS-OAA/s and rAI-oAA/S,and between rBIS-Ce and rAI-Ce (P> 0.05).Conclusion AI can accurately monitor the depth of sedation induced by propofol in adult patients without noxious stimuli and there is no significant change in the accuracy in comparison with BIS.

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