1.Myelodysplastic neoplasms with acute myeloid leukemia-like mutations: clinical features, molecular profiles, and prognosis
Zefei BAO ; Linlin LIU ; Bing LI ; Tiejun QIN ; Zefeng XU ; Shiqiang QU ; Lijuan PAN ; Qingyan GAO ; Meng JIAO ; Yujiao JIA ; Chengwen LI ; Qi SUN ; Huijun WANG ; Zhijian XIAO
Chinese Journal of Hematology 2025;46(11):997-1004
Objective:To investigate the clinical, laboratory, and prognostic features of myelodysplastic neoplasm (MDS) patients harboring acute myeloid leukemia (AML) -like mutations.Methods:We retrospectively analyzed clinical, molecular, and outcome data from 1 464 adults with primary MDS diagnosed at the Institute of Hematology and Blood Diseases Hospital from August 2016 to June 2024.Results:AML-like mutations were detected in 64 patients (4.4% ). Compared with patients without AML-like mutations, those with AML-like mutations were younger [median 50 ( IQR 39–60) vs 56 (45, 65) years; P=0.001], more often female (51.6% vs 35.4% ; P=0.009), had higher bone marrow blast percentage [6.5% (3.0%, 10.5% ) vs 2.5% (1.0%, 7.0% ) ; P<0.001], a higher rate of normal karyotype (75.0% vs 48.1% ; P<0.001), and lower hemoglobin levels [73 (67, 82) g/L vs 80 (66, 98) g/L; P=0.006]. The AML-like group had a higher number of gene mutations than the non-AML-like group [3 ( IQR 2–4) vs 2 (1, 3) ; P<0.001). It was enriched for mutations in NPM1, DNMT3A, WT1, PTPN11, NRAS, BCOR, FLT3, CEBPA, and MYC (all P<0.05) and had lower rates of U2AF1, ASXL1, and TP53 mutations (all P<0.05). Overall survival (OS) did not differ between groups ( P=0.730) ; however, the AML-like group had significantly shorter leukemia-free survival (LFS) [19 months (95% CI: 13–25) vs 46 months (95% CI: 38–54) ; P=0.012] and a higher 2-year cumulative incidence of AML transformation [ (41.7±9.1) % vs (10.4±1.1) % ; P<0.001]. Within the AML-like group, OS, LFS, and cumulative incidence of AML transformation did not differ between patients with low blasts and those with excess blasts (IB). Multivariable Cox regression identified age ≥60 years and PTPN11 mutations as independent adverse prognostic factors for OS, while DNMT3A, PTPN11, and FLT3 mutations independently predicted leukemic transformation. Conclusions:MDS patients harboring AML-like mutations exhibit distinct clinical and molecular features and a higher risk of progression to AML.
2.Lcn2 secreted by macrophages through NLRP3 signaling pathway induced severe pneumonia.
Mingya LIU ; Feifei QI ; Jue WANG ; Fengdi LI ; Qi LV ; Ran DENG ; Xujian LIANG ; Shasha ZHOU ; Pin YU ; Yanfeng XU ; Yaqing ZHANG ; Yiwei YAN ; Ming LIU ; Shuyue LI ; Guocui MOU ; Linlin BAO
Protein & Cell 2025;16(2):148-155
3.Myelodysplastic neoplasms with acute myeloid leukemia-like mutations: clinical features, molecular profiles, and prognosis
Zefei BAO ; Linlin LIU ; Bing LI ; Tiejun QIN ; Zefeng XU ; Shiqiang QU ; Lijuan PAN ; Qingyan GAO ; Meng JIAO ; Yujiao JIA ; Chengwen LI ; Qi SUN ; Huijun WANG ; Zhijian XIAO
Chinese Journal of Hematology 2025;46(11):997-1004
Objective:To investigate the clinical, laboratory, and prognostic features of myelodysplastic neoplasm (MDS) patients harboring acute myeloid leukemia (AML) -like mutations.Methods:We retrospectively analyzed clinical, molecular, and outcome data from 1 464 adults with primary MDS diagnosed at the Institute of Hematology and Blood Diseases Hospital from August 2016 to June 2024.Results:AML-like mutations were detected in 64 patients (4.4% ). Compared with patients without AML-like mutations, those with AML-like mutations were younger [median 50 ( IQR 39–60) vs 56 (45, 65) years; P=0.001], more often female (51.6% vs 35.4% ; P=0.009), had higher bone marrow blast percentage [6.5% (3.0%, 10.5% ) vs 2.5% (1.0%, 7.0% ) ; P<0.001], a higher rate of normal karyotype (75.0% vs 48.1% ; P<0.001), and lower hemoglobin levels [73 (67, 82) g/L vs 80 (66, 98) g/L; P=0.006]. The AML-like group had a higher number of gene mutations than the non-AML-like group [3 ( IQR 2–4) vs 2 (1, 3) ; P<0.001). It was enriched for mutations in NPM1, DNMT3A, WT1, PTPN11, NRAS, BCOR, FLT3, CEBPA, and MYC (all P<0.05) and had lower rates of U2AF1, ASXL1, and TP53 mutations (all P<0.05). Overall survival (OS) did not differ between groups ( P=0.730) ; however, the AML-like group had significantly shorter leukemia-free survival (LFS) [19 months (95% CI: 13–25) vs 46 months (95% CI: 38–54) ; P=0.012] and a higher 2-year cumulative incidence of AML transformation [ (41.7±9.1) % vs (10.4±1.1) % ; P<0.001]. Within the AML-like group, OS, LFS, and cumulative incidence of AML transformation did not differ between patients with low blasts and those with excess blasts (IB). Multivariable Cox regression identified age ≥60 years and PTPN11 mutations as independent adverse prognostic factors for OS, while DNMT3A, PTPN11, and FLT3 mutations independently predicted leukemic transformation. Conclusions:MDS patients harboring AML-like mutations exhibit distinct clinical and molecular features and a higher risk of progression to AML.
4.The influence of knocking down the expression of low-density lipoprotein receptor associated proteins on the vascular abnormalities in hepatocellular carcinoma and its mechanisms
Qiang WU ; Linlin ZHAN ; Yu WANG ; Yuchao HE ; Lu CHEN ; Ziye CHEN ; Guangtao LI ; Dongming LIU ; Xu BAO ; Xiaomeng LIU ; Hua GUO ; Tianqiang SONG
Chinese Journal of Oncology 2024;46(5):399-408
Objectives:To investigate the effect of the expression of low-density lipoprotein receptor associated protein (LDLR) on the vascular abnormalities in hepatocellular carcinoma (HCC) and its mechanisms.Methods:Based on the information of Oncomine Cancer GeneChip database, we analyzed the correlation between the expression level of LDLR and the expression level of carcinoembryonic antigen (CEA) and CD31 in hepatocellular carcinoma tissues. Lentiviral transfection of short hairpin RNA target genes was used to construct LDLR-knockdown MHCC-97H and HLE hepatocellular carcinoma cells. The differential genes and their expression level changes in LDLR-knockdown hepatocellular carcinoma cells were detected by transcriptome sequencing, real-time fluorescence quantitative polymerase chain reaction, and protein immunoblotting. The gene-related signaling pathways that involve LDLR were clarified by enrichment analysis. The effect of LDLR on CEA was assessed by the detection of CEA content in conditioned medium of hepatocellular carcinoma cells. Angiogenesis assay was used to detect the effect of LDLR on the angiogenic capacity of human umbilical vein endothelial cells, as well as the role of CEA in the regulation of angiogenesis by LDLR. Immunohistochemical staining was used to detect the expression levels of LDLR in 176 hepatocellular carcinoma tissues, and CEA and CD31 in 146 hepatocellular carcinoma tissues, and analyze the correlations between the expression levels of LDLR, CEA, and CD31 in the tissues, serum CEA, and alanine transaminase (ALT).Results:Oncomine database analysis showed that the expressions of LDLR and CEA in the tissues of hepatocellular carcinoma patients with portal vein metastasis were negatively correlated ( r=-0.64, P=0.001), whereas the expressions of CEA and CD31 in these tissues were positively correlated ( r=0.46, P=0.010). The transcriptome sequencing results showed that there were a total of 1 032 differentially expressed genes in the LDLR-knockdown group and the control group of MHCC-97H cells, of which 517 genes were up-regulated and 515 genes were down-regulated. The transcript expression level of CEACAM5 was significantly up-regulated in the cells of the LDLR-knockdown group. The Gene Ontology (GO) function enrichment analysis showed that the differential genes were most obviously enriched in the angiogenesis function. The Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway enrichment analysis showed that the relevant pathways involved mainly included the cellular adhesion patch, the extracellular matrix receptor interactions, and the interactions with the extracellular matrix receptors. The CEA content in the conditioned medium of the LDLR-knockdown group was 43.75±8.43, which was higher than that of the control group (1.15±0.14, P<0.001). The results of angiogenesis experiments showed that at 5 h, the number of main junctions, the number of main segments, and the total area of the lattice formed by HUVEC cells cultured with the conditioned medium of MHCC-97H cells in the LDLR-knockdown group were 295.3±26.4, 552.5±63.8, and 2 239 781.0±13 8211.9 square pixels, which were higher than those of the control group (113.3±23.5, 194.8±36.5, and 660 621.0±280 328.3 square pixels, respectively, all P<0.01).The number of vascular major junctions, the number of major segments, and the total area of the lattice formed by HUVEC cells cultured in conditioned medium with HLE cells in the LDLR-knockdown group were 245.3±42.4, 257.5±20.4, and 2 535 754.5±249 094.2 square pixels, respectively, which were all higher than those of the control group (113.3±23.5, 114.3±12.2, and 1 565 456.5±219 259.7 square pixels, respectively, all P<0.01). In the conditioned medium for the control group of MHCC-97H cells,the number of main junctions, the number of main segments, and the total area of the lattice formed by the addition of CEA to cultured HUVEC cells were 178.9±12.0, 286.9±12.3, and 1 966 990.0±126 249.5 spixels, which were higher than those in the control group (119.7±22.1, 202.7±33.7, and 1 421 191.0±189 837.8 square pixels, respectively). The expression of LDLR in hepatocellular carcinoma tissues was not correlated with the expression of CEA, but was negatively correlated with the expression of CD31 ( r=-0.167, P=0.044), the level of serum CEA ( r=-0.061, P=0.032), and the level of serum ALT (r=-0.147, P=0.05). The expression of CEA in hepatocellular carcinoma tissues was positively correlated with the expression of CD31 ( r=0.192, P=0.020). The level of serum CEA was positively correlated with the level of serum ALT ( r=0.164, P=0.029). Conclusion:Knocking down LDLR can promote vascular abnormalities in HCC by releasing CEA.
5.The influence of knocking down the expression of low-density lipoprotein receptor associated proteins on the vascular abnormalities in hepatocellular carcinoma and its mechanisms
Qiang WU ; Linlin ZHAN ; Yu WANG ; Yuchao HE ; Lu CHEN ; Ziye CHEN ; Guangtao LI ; Dongming LIU ; Xu BAO ; Xiaomeng LIU ; Hua GUO ; Tianqiang SONG
Chinese Journal of Oncology 2024;46(5):399-408
Objectives:To investigate the effect of the expression of low-density lipoprotein receptor associated protein (LDLR) on the vascular abnormalities in hepatocellular carcinoma (HCC) and its mechanisms.Methods:Based on the information of Oncomine Cancer GeneChip database, we analyzed the correlation between the expression level of LDLR and the expression level of carcinoembryonic antigen (CEA) and CD31 in hepatocellular carcinoma tissues. Lentiviral transfection of short hairpin RNA target genes was used to construct LDLR-knockdown MHCC-97H and HLE hepatocellular carcinoma cells. The differential genes and their expression level changes in LDLR-knockdown hepatocellular carcinoma cells were detected by transcriptome sequencing, real-time fluorescence quantitative polymerase chain reaction, and protein immunoblotting. The gene-related signaling pathways that involve LDLR were clarified by enrichment analysis. The effect of LDLR on CEA was assessed by the detection of CEA content in conditioned medium of hepatocellular carcinoma cells. Angiogenesis assay was used to detect the effect of LDLR on the angiogenic capacity of human umbilical vein endothelial cells, as well as the role of CEA in the regulation of angiogenesis by LDLR. Immunohistochemical staining was used to detect the expression levels of LDLR in 176 hepatocellular carcinoma tissues, and CEA and CD31 in 146 hepatocellular carcinoma tissues, and analyze the correlations between the expression levels of LDLR, CEA, and CD31 in the tissues, serum CEA, and alanine transaminase (ALT).Results:Oncomine database analysis showed that the expressions of LDLR and CEA in the tissues of hepatocellular carcinoma patients with portal vein metastasis were negatively correlated ( r=-0.64, P=0.001), whereas the expressions of CEA and CD31 in these tissues were positively correlated ( r=0.46, P=0.010). The transcriptome sequencing results showed that there were a total of 1 032 differentially expressed genes in the LDLR-knockdown group and the control group of MHCC-97H cells, of which 517 genes were up-regulated and 515 genes were down-regulated. The transcript expression level of CEACAM5 was significantly up-regulated in the cells of the LDLR-knockdown group. The Gene Ontology (GO) function enrichment analysis showed that the differential genes were most obviously enriched in the angiogenesis function. The Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway enrichment analysis showed that the relevant pathways involved mainly included the cellular adhesion patch, the extracellular matrix receptor interactions, and the interactions with the extracellular matrix receptors. The CEA content in the conditioned medium of the LDLR-knockdown group was 43.75±8.43, which was higher than that of the control group (1.15±0.14, P<0.001). The results of angiogenesis experiments showed that at 5 h, the number of main junctions, the number of main segments, and the total area of the lattice formed by HUVEC cells cultured with the conditioned medium of MHCC-97H cells in the LDLR-knockdown group were 295.3±26.4, 552.5±63.8, and 2 239 781.0±13 8211.9 square pixels, which were higher than those of the control group (113.3±23.5, 194.8±36.5, and 660 621.0±280 328.3 square pixels, respectively, all P<0.01).The number of vascular major junctions, the number of major segments, and the total area of the lattice formed by HUVEC cells cultured in conditioned medium with HLE cells in the LDLR-knockdown group were 245.3±42.4, 257.5±20.4, and 2 535 754.5±249 094.2 square pixels, respectively, which were all higher than those of the control group (113.3±23.5, 114.3±12.2, and 1 565 456.5±219 259.7 square pixels, respectively, all P<0.01). In the conditioned medium for the control group of MHCC-97H cells,the number of main junctions, the number of main segments, and the total area of the lattice formed by the addition of CEA to cultured HUVEC cells were 178.9±12.0, 286.9±12.3, and 1 966 990.0±126 249.5 spixels, which were higher than those in the control group (119.7±22.1, 202.7±33.7, and 1 421 191.0±189 837.8 square pixels, respectively). The expression of LDLR in hepatocellular carcinoma tissues was not correlated with the expression of CEA, but was negatively correlated with the expression of CD31 ( r=-0.167, P=0.044), the level of serum CEA ( r=-0.061, P=0.032), and the level of serum ALT (r=-0.147, P=0.05). The expression of CEA in hepatocellular carcinoma tissues was positively correlated with the expression of CD31 ( r=0.192, P=0.020). The level of serum CEA was positively correlated with the level of serum ALT ( r=0.164, P=0.029). Conclusion:Knocking down LDLR can promote vascular abnormalities in HCC by releasing CEA.
6.Study on the evaluation of patient perceived service quality in internet hospitals
Yurong BAO ; Yinghui BAO ; Hao MA ; Lu LI ; Yue LOU ; Linlin JIANG
Chinese Journal of Hospital Administration 2024;40(10):793-798
Objective:To assess the validity and applicability of the questionnaires through the survey of patient-perceived service quality at the sample Internet hospital, gain the information of service quality of the Internet hospital and put forward suggestions for its improvement.Methods:Random cluster sampling method was used to conduct an online questionnaire survey on the perceived service quality of an Internet hospital in Beijing from September 15 to October 30, 2022. Altogether 450 valid questionnaires were collected. The questionnaire included 23 questions in 3 categories: environment quality, interaction quality and outcome quality; and it also investigated the patient′s demographic characteristics and chronic disease status. Cronbach′s alpha, Kendall′s W, and Bollen-Stine models were employed to analyze the reliability and validity of the questionnaire, Spearman correlation coefficient and Wilcoxon test were used to analyze the correlation and comparison of quality results, and expectation-performance gap and importance performance analysis methods were applied to analyze quality management issues and improvement priorities. Results:The Cronbach′s alpha of the questionnaire was 0.97, Kendall′s W was 0.36. The Bollen-Stine analysis showed that all the evaluation indicators met the consistency requirements. Taken 7 as the highest score, the overall perception score of the service quality of the Internet hospital was 5.22, the expected score was 5.41, and the difference was -0.19. Among the 23 indicators, 6 indicators had perceived scores exceeding the expected score, and 17 indicators had perceived scores below the expected score. The patient′s satisfaction score of the Internet hospital was 5.29, which was significantly correlated with the perceived score of service quality. The results of expectation-performance gap analysis and importance performance analysis suggested that emergency handling, risk notification, privacy protection, online and offline close combination, etc. should be the focus in the improvement of the Internet hospital′s service quality. Conclusions:The questionnaire of Internet hospital service quality is scientific and applicable, which can serve as references for future related research. The construction and operation of Internet hospitals need to focus on the aging needs, and improve the service quality and satisfaction level by strengthening medical security and information security management, coordinating online and offline medical resources, and improving the number and medical level of physicians.
7.Hand-brain perception and movement training based on mirror neuron theory promote the recovery of upper limb function after a stroke
Meihong ZHU ; Hongjing BAO ; Linlin CHEN ; Yeping ZHENG ; Meifang SHI ; Ming ZENG ; Chenjie HU ; Huihong ZHAO ; Ya SUN
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(10):887-892
Objective:To explore the effect of combining hand-brain perception training with hand-brain motor training based on mirror neuron theory on the recovery of upper limb function after a stroke.Methods:A group of 105 stroke survivors with upper limb dysfunction were randomly divided into a hand-brain perception (HP) group, a hand-brain motor (HM) group, and a combination (C) group, each of 35. In addition to conventional rehabilitation treatment (including exercise therapy, occupational therapy and physical factor therapy), the HP and HM groups were given hand-brain perception training and hand-brain motor training respectively, while group C was provided with both. Before the intervention and after 4 weeks, the upper limb motor functioning of all of the participants was assessed using the simplified version of the Fugl-Meyer upper limb motor function scale (FMA-UE). Sensory functioning was quantified using the tactile Semmes Weinstein monofilament examination (SWME), and the modified Barthel index (MBI) was used to quantify the participants′ ability in the activities of daily living.Results:After the intervention the average FMA-UE, MBI and SWME scores of all three groups had improved significantly, with group C′s average FMA-UE and MBI scores significantly better than the other two groups′ averages. The average SWME score of group C was then significantly better than that of group HM.Conclusions:Hand-brain perception combined with hand-brain motor training based on mirror neuron theory can further promote the recovery of upper limb sensory and motor functioning of stroke survivors., Such therapy is worthy of clinical promotion and application.
8.Study on the evaluation of patient perceived service quality in internet hospitals
Yurong BAO ; Yinghui BAO ; Hao MA ; Lu LI ; Yue LOU ; Linlin JIANG
Chinese Journal of Hospital Administration 2024;40(10):793-798
Objective:To assess the validity and applicability of the questionnaires through the survey of patient-perceived service quality at the sample Internet hospital, gain the information of service quality of the Internet hospital and put forward suggestions for its improvement.Methods:Random cluster sampling method was used to conduct an online questionnaire survey on the perceived service quality of an Internet hospital in Beijing from September 15 to October 30, 2022. Altogether 450 valid questionnaires were collected. The questionnaire included 23 questions in 3 categories: environment quality, interaction quality and outcome quality; and it also investigated the patient′s demographic characteristics and chronic disease status. Cronbach′s alpha, Kendall′s W, and Bollen-Stine models were employed to analyze the reliability and validity of the questionnaire, Spearman correlation coefficient and Wilcoxon test were used to analyze the correlation and comparison of quality results, and expectation-performance gap and importance performance analysis methods were applied to analyze quality management issues and improvement priorities. Results:The Cronbach′s alpha of the questionnaire was 0.97, Kendall′s W was 0.36. The Bollen-Stine analysis showed that all the evaluation indicators met the consistency requirements. Taken 7 as the highest score, the overall perception score of the service quality of the Internet hospital was 5.22, the expected score was 5.41, and the difference was -0.19. Among the 23 indicators, 6 indicators had perceived scores exceeding the expected score, and 17 indicators had perceived scores below the expected score. The patient′s satisfaction score of the Internet hospital was 5.29, which was significantly correlated with the perceived score of service quality. The results of expectation-performance gap analysis and importance performance analysis suggested that emergency handling, risk notification, privacy protection, online and offline close combination, etc. should be the focus in the improvement of the Internet hospital′s service quality. Conclusions:The questionnaire of Internet hospital service quality is scientific and applicable, which can serve as references for future related research. The construction and operation of Internet hospitals need to focus on the aging needs, and improve the service quality and satisfaction level by strengthening medical security and information security management, coordinating online and offline medical resources, and improving the number and medical level of physicians.
9.Study on the construction of the perceived service quality evaluation index system for Internet hospitals
Yurong BAO ; Yue LOU ; Yinghui BAO ; Linlin JIANG ; Cheng CHEN
Chinese Journal of Hospital Administration 2022;38(4):285-289
Objective:To construct an evaluation index system of perceived service quality for Internet hospitals, and to provide references for scientific evaluation and effective management of such hospitals′ service quality.Methods:Thanks to literature review and expert interviews, an index system was initially built based on the Brady and Cronin model.From August to November 2021, Delphi expert consultation method was used in three rounds of correspondence questionnaire survey, and experts were consulted to assess the importance, familiarity and judgment basis of these indexes. The importance of the indexes was expressed by ± s, and the weight value of each index was calculated using analytic hierarchy process fuzzy comprehensive evaluation method and SPSS Au software. Results:The evaluation index system of perceived service quality for such hospitals included 3 level-1 indexes, namely environmental quality, interaction quality and result quality; and 10 level-2 indexes, namely software platform, service support, social factors, attitude, behavior, professional quality, service effect, service efficiency, service cost, satisfaction; and 30 level-3 indexes. Among these indexes, result quality of level-1 indexes scored the highest weight value(0.337); Software platform, professional quality, service support and attitude of level-2 indexes scored a higher weight values, respectively 0.119, 0.119, 0.109 and 0.109. Of level-3 indexes, reputation of Internet hospitals, service attitude of their doctors and doctor-patient communication skills of doctors online scored a higher weight values, respectively 0.102, 0.057 and 0.055.Conclusions:The index system for Internet hospital perceived service quality evaluation built in this study proved scientific, contributing positively to guiding Internet hospitals to improve their quality and safety management.
10.Monocytes to high-density lipoprotein cholesterol ratio predicts the early neurological deterioration and outcome in patients with acute anterior circulation ischemic stroke
Jing ZHANG ; Jianhua ZHAO ; Jieyu BAO ; Mengmeng CAI ; Linlin CHAO ; Dongbo LIU
International Journal of Cerebrovascular Diseases 2022;30(10):738-744
Objective:To investigate the monocyte to high-density lipoprotein cholesterol (HDL-C) ratio (MHR) for the predictive value of early neurological deterioration (END) and poor outcome in patients with acute anterior circulation ischemic stroke (AACIS).Methods:Patients with AACIS admitted to Henan Provincial People's Hospital from January 2021 to January 2022 were included retrospectively. END was defined as the National Institutes of Health Stroke Scale (NIHSS) score within 7 d of onset increase ≥2 compred with baseline or the increase of motor function score ≥1. The patients were divided into END group and non-END group according to the presence or absence of END. The patients were also divided into good outcome group (0-2 points) and poor outcome group (3-6 points) according to the modified Rankin Scale score 3 months after onset. Multivariate logistic regression analysis was used to determine the independent risk factors for END and poor outcome, and the predictive value of MHR for END and poor outcome was evaluated by receiver operating characteristic (ROC) curve. Results:A total of 522 patients were enrolled, including 338 male (64.8%), aged 61.99±11.39 years old. One hundred and five patients (20.1%) had END, 123 (23.6%) had poor outcome. Multivariate logistic regression analysis showed that baseline NIHSS score (odds ratio [ OR] 1.075, 95% confidence interval [ CI] 1.017-1.137; P=0.010) and MHR (with the lowest quartile as the reference, the third quartile: OR 2.778, 95% CI 1.255-6.151, P=0.012; the fourth quartile: OR 12.645, 95% CI 5.942-26.912; P<0.001) were the independent risk factors for END; the baseline NIHSS score ( OR 1.075, 95% CI 1.021-1.132; P=0.006), END ( OR 2.306, 95% CI 1.010-6.261; P=0.047) and MHR (with the first quartile as reference, the fourth quartile: OR 2.769, 95% CI 1.167-6.569; P=0.021) were the independent risk factors for poor outcomes. ROC curve analysis showed that area under the curve of MHR for predicting END and poor outcome in patients with AACIS were 0.805 (95% CI 0.750-0.860; P<0.001) and 0.747 (95% CI 0.690-0.803; P<0.001) respectively. The best cutoff value was 0.435, the sensitivity was 73.3% and 64.2%, and the specificity was 79.6% and 78.7% respectively. The area under the curve of MHR for predicting END and poor outcome was higher than that of monocyte and HDL-C alone. Conclusion:MHR can be used as a predictor of END and poor outcome in patients with AACIS, and its predictive value is higher than that of monocytes or HDL-C.

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